From c3b6903c127a74f8a9b9eaeeafb8beaf5093150d Mon Sep 17 00:00:00 2001 From: dlyakhov Date: Fri, 29 Nov 2024 11:30:16 +0100 Subject: [PATCH] [TorchFX] OpenVINOQuantizer --- .../quantizers/openvino_quantizer.py | 189 + .../torch/fx/quantization/quantize_pt2e.py | 14 +- .../OpenVINOQuantizer/mobilenet_v3_small.dot | 1110 ++++ .../OpenVINOQuantizer/resnet18.dot | 497 ++ .../OpenVINOQuantizer/swin_v2_s.dot | 5264 +++++++++++++++++ .../synthetic_transformer.dot | 49 + .../experimental/OpenVINOQuantizer/unet.dot | 515 ++ .../OpenVINOQuantizer/vit_b_16.dot | 2011 +++++++ .../OpenVINOQuantizer/yolo11n_sdpa_block.dot | 63 + .../mobilenet_v3_small.dot | 1038 ++++ .../resnet18.dot | 455 ++ .../swin_v2_s.dot | 4862 +++++++++++++++ .../synthetic_transformer.dot | 41 + .../unet.dot | 461 ++ .../vit_b_16.dot | 1789 ++++++ .../yolo11n_sdpa_block.dot | 57 + tests/torch/fx/test_quantizer.py | 149 +- 17 files changed, 18501 insertions(+), 63 deletions(-) create mode 100644 nncf/experimental/quantization/quantizers/openvino_quantizer.py create mode 100644 tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/mobilenet_v3_small.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/resnet18.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/swin_v2_s.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/synthetic_transformer.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/unet.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/vit_b_16.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/yolo11n_sdpa_block.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/mobilenet_v3_small.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/resnet18.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/swin_v2_s.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/synthetic_transformer.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/unet.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/vit_b_16.dot create mode 100644 tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/yolo11n_sdpa_block.dot diff --git a/nncf/experimental/quantization/quantizers/openvino_quantizer.py b/nncf/experimental/quantization/quantizers/openvino_quantizer.py new file mode 100644 index 00000000000..2a7e0fc8162 --- /dev/null +++ b/nncf/experimental/quantization/quantizers/openvino_quantizer.py @@ -0,0 +1,189 @@ +# Copyright (c) 2025 Intel Corporation +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from collections import defaultdict +from typing import Optional, Union + +import torch.fx +from torch.ao.quantization.observer import HistogramObserver +from torch.ao.quantization.observer import PerChannelMinMaxObserver +from torch.ao.quantization.quantizer.quantizer import QuantizationAnnotation as InductorQAnotation +from torch.ao.quantization.quantizer.quantizer import QuantizationSpec as InductorQuantizationSpec +from torch.ao.quantization.quantizer.quantizer import Quantizer as TorchAOQuantizer + +from nncf.common.graph.graph import NNCFGraph +from nncf.common.quantization.quantizer_propagation.solver import QuantizerPropagationRule +from nncf.common.quantization.quantizer_setup import ActivationQuantizationInsertionPoint +from nncf.common.quantization.quantizer_setup import SingleConfigQuantizerSetup +from nncf.common.quantization.structs import QuantizationPreset +from nncf.common.quantization.structs import QuantizationScheme +from nncf.common.quantization.structs import QuantizerConfig as NNCFQuantizerConfig +from nncf.experimental.quantization.quantizers.quantizer import Quantizer +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.transformations import fold_constant_except_qdq +from nncf.parameters import ModelType +from nncf.parameters import QuantizationMode +from nncf.parameters import TargetDevice +from nncf.quantization.advanced_parameters import FP8QuantizationParameters +from nncf.quantization.advanced_parameters import OverflowFix +from nncf.quantization.advanced_parameters import QuantizationParameters +from nncf.quantization.algorithms.min_max.algorithm import MinMaxQuantization +from nncf.scopes import IgnoredScope + +QUANT_ANNOTATION_KEY = "quantization_annotation" + + +class OpenVINOQuantizer(TorchAOQuantizer): + """ + Implementation of the Torch AO quantizer which annotates models with quantization annotations + optimally for the inference via OpenVINO. + """ + + def __init__( + self, + mode: Optional[QuantizationMode] = None, + preset: Optional[QuantizationPreset] = None, + target_device: TargetDevice = TargetDevice.ANY, + model_type: Optional[ModelType] = None, + ignored_scope: Optional[IgnoredScope] = None, + overflow_fix: Optional[OverflowFix] = None, + quantize_outputs: bool = False, + activations_quantization_params: Union[QuantizationParameters, FP8QuantizationParameters] = None, + weights_quantization_params: Union[QuantizationParameters, FP8QuantizationParameters] = None, + quantizer_propagation_rule: Optional[QuantizerPropagationRule] = None, + ): + """ + :param mode: Defines optimization mode for the algorithm. None by default. + :param preset: A preset controls the quantization mode (symmetric and asymmetric). + It can take the following values: + - `performance`: Symmetric quantization of weights and activations. + - `mixed`: Symmetric quantization of weights and asymmetric quantization of activations. + Default value is None. In this case, `mixed` preset is used for `transformer` + model type otherwise `performance`. + :param target_device: A target device the specificity of which will be taken + into account while compressing in order to obtain the best performance + for this type of device, defaults to TargetDevice.ANY. + :param model_type: Model type is needed to specify additional patterns + in the model. Supported only `transformer` now. + :param ignored_scope: An ignored scope that defined the list of model control + flow graph nodes to be ignored during quantization. + :param overflow_fix: This option controls whether to apply the overflow issue + fix for the 8-bit quantization. + :param quantize_outputs: Whether to insert additional quantizers right before + each of the model outputs. + :param activations_quantization_params: Quantization parameters for model + activations. + :param weights_quantization_params: Quantization parameters for model weights. + :param quantizer_propagation_rule: The strategy to be used while propagating and merging quantizers. + """ + self._min_max_algo = MinMaxQuantization( + mode=mode, + preset=preset, + target_device=target_device, + model_type=model_type, + ignored_scope=ignored_scope, + overflow_fix=overflow_fix, + quantize_outputs=quantize_outputs, + activations_quantization_params=activations_quantization_params, + weights_quantization_params=weights_quantization_params, + quantizer_propagation_rule=quantizer_propagation_rule, + ) + + def get_quantization_setup(self, model: torch.fx.GraphModule, nncf_graph: NNCFGraph) -> SingleConfigQuantizerSetup: + self._min_max_algo._set_backend_entity(model) + return self._min_max_algo.find_quantization_setup(model, nncf_graph) + + def annotate(self, model: torch.fx.GraphModule) -> torch.fx.GraphModule: + nncf_grpah = GraphConverter.create_nncf_graph(model) + quantization_setup = self.get_quantization_setup(model, nncf_grpah) + target_node_vs_qp = defaultdict(list) + graph = model.graph + for qp in quantization_setup.quantization_points.values(): + target_node_vs_qp[qp.insertion_point.target_node_name].append(qp) + + for target_node_name, qps in target_node_vs_qp.items(): + input_qspec_map = dict() + output_qspec = None + target_node = get_graph_node_by_name(graph, target_node_name) + for qp in qps: + ip = qp.insertion_point + if isinstance(ip, ActivationQuantizationInsertionPoint): + inductor_qspec = self._convert_nncf_qspec_to_inductor_qspec(qp.qconfig, is_weight=False) + if ip.input_port_id is None: + output_qspec = inductor_qspec + else: + node = target_node.all_input_nodes[ip.input_port_id] + input_qspec_map[node] = inductor_qspec + else: + inductor_qspec = self._convert_nncf_qspec_to_inductor_qspec(qp.qconfig, is_weight=True) + weight_node = target_node.all_input_nodes[1] + input_qspec_map[weight_node] = inductor_qspec + + annotation = InductorQAnotation(input_qspec_map=input_qspec_map, output_qspec=output_qspec) + assert QUANT_ANNOTATION_KEY not in target_node.meta + target_node.meta[QUANT_ANNOTATION_KEY] = annotation + + def _convert_nncf_qspec_to_inductor_qspec( + self, qspec: NNCFQuantizerConfig, is_weight: bool + ) -> InductorQuantizationSpec: + extra_args = {"eps": 2**-12} + if qspec.per_channel: + torch_qscheme = ( + torch.per_channel_symmetric if qspec.mode is QuantizationScheme.SYMMETRIC else torch.per_channel_affine + ) + else: + torch_qscheme = ( + torch.per_tensor_symmetric if qspec.mode is QuantizationScheme.SYMMETRIC else torch.per_tensor_affine + ) + if is_weight: + observer = PerChannelMinMaxObserver + quant_min = -128 + quant_max = 127 + dtype = torch.int8 + channel_axis = 0 + else: + observer = ( + HistogramObserver + if torch_qscheme in [torch.per_tensor_symmetric, torch.per_tensor_affine] + else PerChannelMinMaxObserver + ) + quant_min = 0 + quant_max = 255 + dtype = torch.int8 if qspec.signedness_to_force else torch.uint8 + channel_axis = 1 # channel dim for activations + return InductorQuantizationSpec( + dtype=dtype, + observer_or_fake_quant_ctr=observer.with_args(**extra_args), + quant_min=quant_min, + quant_max=quant_max, + qscheme=torch_qscheme, + ch_axis=channel_axis, + is_dynamic=False, + ) + + def validate(self, model: torch.fx.GraphModule) -> None: + pass + + def transform_for_annotation(self, model: torch.fx.GraphModule) -> torch.fx.GraphModule: + fold_constant_except_qdq(model) + return model + + +class OpenVINOQuantizerAdapter(Quantizer): + def __init__(self, quantizer: OpenVINOQuantizer): + self._quantizer = quantizer + + def transform_prior_quantization(self, model: torch.fx.GraphModule) -> torch.fx.GraphModule: + return self._quantizer.transform_for_annotation(model) + + def get_quantization_setup(self, model: torch.fx.GraphModule, nncf_graph: NNCFGraph) -> SingleConfigQuantizerSetup: + return self._quantizer.get_quantization_setup(model, nncf_graph) diff --git a/nncf/experimental/torch/fx/quantization/quantize_pt2e.py b/nncf/experimental/torch/fx/quantization/quantize_pt2e.py index 22c99a2418c..048bf730f90 100644 --- a/nncf/experimental/torch/fx/quantization/quantize_pt2e.py +++ b/nncf/experimental/torch/fx/quantization/quantize_pt2e.py @@ -27,9 +27,12 @@ from nncf.common.logging import nncf_logger from nncf.data import Dataset from nncf.experimental.quantization.algorithms.post_training.algorithm import ExperimentalPostTrainingQuantization +from nncf.experimental.quantization.quantizers.openvino_quantizer import OpenVINOQuantizer +from nncf.experimental.quantization.quantizers.openvino_quantizer import OpenVINOQuantizerAdapter from nncf.experimental.quantization.quantizers.torch_ao_adapter import TorchAOQuantizerAdapter from nncf.experimental.torch.fx.constant_folding import constant_fold from nncf.experimental.torch.fx.transformations import QUANTIZE_NODE_TARGETS +from nncf.experimental.torch.fx.transformations import compress_post_quantize_transformation from nncf.quantization.advanced_parameters import AdvancedBiasCorrectionParameters from nncf.quantization.advanced_parameters import AdvancedSmoothQuantParameters from nncf.quantization.advanced_parameters import RangeEstimatorParameters @@ -90,7 +93,11 @@ def quantize_pt2e( model = deepcopy(model) _fuse_conv_bn_(model) - quantizer = TorchAOQuantizerAdapter(quantizer) + if isinstance(quantizer, OpenVINOQuantizer): + quantizer = OpenVINOQuantizerAdapter(quantizer) + else: + quantizer = TorchAOQuantizerAdapter(quantizer) + # Call transform_prior_quantization before the NNCFGraph creation transformed_model = quantizer.transform_prior_quantization(model) @@ -114,7 +121,10 @@ def quantize_pt2e( quantized_model = GraphModule(quantized_model, quantized_model.graph) if fold_quantize: - constant_fold(quantized_model, _quant_node_constraint) + if isinstance(quantizer, OpenVINOQuantizerAdapter): + compress_post_quantize_transformation(quantized_model) + else: + constant_fold(quantized_model, _quant_node_constraint) pm = PassManager([DuplicateDQPass()]) diff --git a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/mobilenet_v3_small.dot b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/mobilenet_v3_small.dot new file mode 100644 index 00000000000..d7f83d3c665 --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/mobilenet_v3_small.dot @@ -0,0 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[id=159, type=quantize_per_channel]; +"160 dequantize_per_channel_default_13" [id=160, type=dequantize_per_channel]; +"161 features_4_block_1_0_weight_bias" [id=161, type=get_attr]; +"162 scale_updated_constant10" [id=162, type=get_attr]; +"163 compressed_weight_updated_constant10" [id=163, type=get_attr]; +"164 mul_tensor_10" [id=164, type=mul]; +"165 zero_point_updated_constant10" [id=165, type=get_attr]; +"166 sub_tensor_10" [id=166, type=sub]; +"167 conv2d_12" [id=167, type=conv2d]; +"168 hardswish__2" [id=168, type=hardswish_]; +"169 quantize_per_tensor_default_10" [id=169, type=quantize_per_tensor]; +"170 dequantize_per_tensor_default_13" [id=170, type=dequantize_per_tensor]; +"171 dequantize_per_tensor_default_12" [id=171, type=dequantize_per_tensor]; +"172 adaptive_avg_pool2d_1" [id=172, type=adaptive_avg_pool2d]; +"173 conv2d_13" [id=173, type=conv2d]; +"174 relu_1" [id=174, type=relu]; +"175 conv2d_14" [id=175, type=conv2d]; +"176 hardsigmoid_1" [id=176, type=hardsigmoid]; 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type=get_attr]; +"193 scale_updated_constant12" [id=193, type=get_attr]; +"194 compressed_weight_updated_constant12" [id=194, type=get_attr]; +"195 mul_tensor_12" [id=195, type=mul]; +"196 zero_point_updated_constant12" [id=196, type=get_attr]; +"197 sub_tensor_12" [id=197, type=sub]; +"198 conv2d_16" [id=198, type=conv2d]; +"199 hardswish__3_scale_0" [id=199, type=get_attr]; +"200 hardswish__3_zero_point_0" [id=200, type=get_attr]; +"201 hardswish__3" [id=201, type=hardswish_]; +"202 quantize_per_channel_default_17" [id=202, type=quantize_per_channel]; +"203 dequantize_per_channel_default_17" [id=203, type=dequantize_per_channel]; +"204 features_5_block_1_0_weight_bias" [id=204, type=get_attr]; +"205 scale_updated_constant13" [id=205, type=get_attr]; +"206 compressed_weight_updated_constant13" [id=206, type=get_attr]; +"207 mul_tensor_13" [id=207, type=mul]; +"208 zero_point_updated_constant13" [id=208, type=get_attr]; +"209 sub_tensor_13" [id=209, type=sub]; +"210 conv2d_17" [id=210, type=conv2d]; +"211 hardswish__4" [id=211, type=hardswish_]; +"212 quantize_per_tensor_default_14" [id=212, type=quantize_per_tensor]; +"213 dequantize_per_tensor_default_19" [id=213, type=dequantize_per_tensor]; +"214 dequantize_per_tensor_default_18" [id=214, type=dequantize_per_tensor]; +"215 adaptive_avg_pool2d_2" [id=215, type=adaptive_avg_pool2d]; +"216 conv2d_18" [id=216, type=conv2d]; +"217 relu_2" [id=217, type=relu]; +"218 conv2d_19" [id=218, type=conv2d]; +"219 hardsigmoid_2" [id=219, type=hardsigmoid]; +"220 quantize_per_tensor_default_15" [id=220, type=quantize_per_tensor]; +"221 dequantize_per_tensor_default_20" [id=221, type=dequantize_per_tensor]; +"222 mul_2" [id=222, type=mul]; +"223 quantize_per_tensor_default_16" [id=223, type=quantize_per_tensor]; +"224 dequantize_per_tensor_default_21" [id=224, type=dequantize_per_tensor]; +"225 features_5_block_3_0_weight_bias" [id=225, type=get_attr]; +"226 scale_updated_constant14" [id=226, type=get_attr]; +"227 compressed_weight_updated_constant14" [id=227, type=get_attr]; +"228 mul_tensor_14" [id=228, type=mul]; +"229 zero_point_updated_constant14" [id=229, type=get_attr]; +"230 sub_tensor_14" [id=230, type=sub]; +"231 conv2d_20" [id=231, type=conv2d]; +"232 quantize_per_tensor_default_17" [id=232, type=quantize_per_tensor]; +"233 dequantize_per_tensor_default_22" [id=233, type=dequantize_per_tensor]; +"234 add__1" [id=234, type=add_]; +"235 quantize_per_tensor_default_18" [id=235, type=quantize_per_tensor]; +"236 dequantize_per_tensor_default_24" [id=236, type=dequantize_per_tensor]; +"237 dequantize_per_tensor_default_23" [id=237, type=dequantize_per_tensor]; +"238 features_6_block_0_0_weight_bias" [id=238, type=get_attr]; +"239 scale_updated_constant15" [id=239, type=get_attr]; +"240 compressed_weight_updated_constant15" [id=240, type=get_attr]; +"241 mul_tensor_15" [id=241, type=mul]; +"242 zero_point_updated_constant15" [id=242, type=get_attr]; +"243 sub_tensor_15" [id=243, type=sub]; 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type=dequantize_per_tensor]; +"261 adaptive_avg_pool2d_3" [id=261, type=adaptive_avg_pool2d]; +"262 conv2d_23" [id=262, type=conv2d]; +"263 relu_3" [id=263, type=relu]; +"264 conv2d_24" [id=264, type=conv2d]; +"265 hardsigmoid_3" [id=265, type=hardsigmoid]; +"266 quantize_per_tensor_default_20" [id=266, type=quantize_per_tensor]; +"267 dequantize_per_tensor_default_27" [id=267, type=dequantize_per_tensor]; +"268 mul_3" [id=268, type=mul]; +"269 quantize_per_tensor_default_21" [id=269, type=quantize_per_tensor]; +"270 dequantize_per_tensor_default_28" [id=270, type=dequantize_per_tensor]; +"271 features_6_block_3_0_weight_bias" [id=271, type=get_attr]; +"272 scale_updated_constant17" [id=272, type=get_attr]; +"273 compressed_weight_updated_constant17" [id=273, type=get_attr]; +"274 mul_tensor_17" [id=274, type=mul]; +"275 zero_point_updated_constant17" [id=275, type=get_attr]; +"276 sub_tensor_17" [id=276, type=sub]; +"277 conv2d_25" [id=277, type=conv2d]; +"278 quantize_per_tensor_default_22" [id=278, type=quantize_per_tensor]; +"279 dequantize_per_tensor_default_29" [id=279, type=dequantize_per_tensor]; +"280 add__2" [id=280, type=add_]; +"281 quantize_per_tensor_default_23" [id=281, type=quantize_per_tensor]; +"282 dequantize_per_tensor_default_30" [id=282, type=dequantize_per_tensor]; +"283 features_7_block_0_0_weight_bias" [id=283, type=get_attr]; +"284 scale_updated_constant18" [id=284, type=get_attr]; +"285 compressed_weight_updated_constant18" [id=285, type=get_attr]; +"286 mul_tensor_18" [id=286, type=mul]; +"287 zero_point_updated_constant18" [id=287, type=get_attr]; +"288 sub_tensor_18" [id=288, type=sub]; +"289 conv2d_26" [id=289, type=conv2d]; +"290 hardswish__7_scale_0" [id=290, type=get_attr]; +"291 hardswish__7_zero_point_0" [id=291, type=get_attr]; +"292 hardswish__7" [id=292, type=hardswish_]; +"293 quantize_per_channel_default_25" [id=293, type=quantize_per_channel]; +"294 dequantize_per_channel_default_25" [id=294, type=dequantize_per_channel]; +"295 features_7_block_1_0_weight_bias" [id=295, type=get_attr]; +"296 scale_updated_constant19" [id=296, type=get_attr]; +"297 compressed_weight_updated_constant19" [id=297, type=get_attr]; +"298 mul_tensor_19" [id=298, type=mul]; +"299 zero_point_updated_constant19" [id=299, type=get_attr]; +"300 sub_tensor_19" [id=300, type=sub]; +"301 conv2d_27" [id=301, type=conv2d]; +"302 hardswish__8" [id=302, type=hardswish_]; +"303 quantize_per_tensor_default_24" [id=303, type=quantize_per_tensor]; +"304 dequantize_per_tensor_default_32" [id=304, type=dequantize_per_tensor]; +"305 dequantize_per_tensor_default_31" [id=305, type=dequantize_per_tensor]; +"306 adaptive_avg_pool2d_4" [id=306, type=adaptive_avg_pool2d]; +"307 conv2d_28" [id=307, type=conv2d]; +"308 relu_4" [id=308, type=relu]; +"309 conv2d_29" [id=309, type=conv2d]; +"310 hardsigmoid_4" [id=310, type=hardsigmoid]; +"311 quantize_per_tensor_default_25" [id=311, type=quantize_per_tensor]; +"312 dequantize_per_tensor_default_33" [id=312, type=dequantize_per_tensor]; +"313 mul_4" [id=313, type=mul]; +"314 quantize_per_tensor_default_26" [id=314, type=quantize_per_tensor]; +"315 dequantize_per_tensor_default_34" [id=315, type=dequantize_per_tensor]; +"316 features_7_block_3_0_weight_bias" [id=316, type=get_attr]; +"317 scale_updated_constant20" [id=317, type=get_attr]; +"318 compressed_weight_updated_constant20" [id=318, type=get_attr]; +"319 mul_tensor_20" [id=319, type=mul]; +"320 zero_point_updated_constant20" [id=320, type=get_attr]; +"321 sub_tensor_20" [id=321, type=sub]; +"322 conv2d_30" [id=322, type=conv2d]; +"323 quantize_per_tensor_default_27" [id=323, type=quantize_per_tensor]; +"324 dequantize_per_tensor_default_36" [id=324, type=dequantize_per_tensor]; +"325 dequantize_per_tensor_default_35" [id=325, type=dequantize_per_tensor]; +"326 features_8_block_0_0_weight_bias" [id=326, type=get_attr]; +"327 scale_updated_constant21" [id=327, type=get_attr]; +"328 compressed_weight_updated_constant21" [id=328, type=get_attr]; +"329 mul_tensor_21" [id=329, type=mul]; +"330 zero_point_updated_constant21" [id=330, type=get_attr]; +"331 sub_tensor_21" [id=331, type=sub]; +"332 conv2d_31" [id=332, type=conv2d]; +"333 hardswish__9_scale_0" [id=333, type=get_attr]; +"334 hardswish__9_zero_point_0" [id=334, type=get_attr]; +"335 hardswish__9" [id=335, type=hardswish_]; +"336 quantize_per_channel_default_29" [id=336, type=quantize_per_channel]; +"337 dequantize_per_channel_default_29" [id=337, type=dequantize_per_channel]; +"338 features_8_block_1_0_weight_bias" [id=338, type=get_attr]; +"339 scale_updated_constant22" [id=339, type=get_attr]; +"340 compressed_weight_updated_constant22" [id=340, type=get_attr]; +"341 mul_tensor_22" [id=341, type=mul]; +"342 zero_point_updated_constant22" [id=342, type=get_attr]; +"343 sub_tensor_22" [id=343, type=sub]; +"344 conv2d_32" [id=344, type=conv2d]; +"345 hardswish__10" [id=345, type=hardswish_]; +"346 quantize_per_tensor_default_28" [id=346, type=quantize_per_tensor]; +"347 dequantize_per_tensor_default_38" [id=347, type=dequantize_per_tensor]; +"348 dequantize_per_tensor_default_37" [id=348, type=dequantize_per_tensor]; +"349 adaptive_avg_pool2d_5" [id=349, type=adaptive_avg_pool2d]; +"350 conv2d_33" [id=350, type=conv2d]; +"351 relu_5" [id=351, type=relu]; +"352 conv2d_34" [id=352, type=conv2d]; +"353 hardsigmoid_5" [id=353, type=hardsigmoid]; +"354 quantize_per_tensor_default_29" [id=354, type=quantize_per_tensor]; +"355 dequantize_per_tensor_default_39" [id=355, type=dequantize_per_tensor]; +"356 mul_5" [id=356, type=mul]; +"357 quantize_per_tensor_default_30" [id=357, type=quantize_per_tensor]; +"358 dequantize_per_tensor_default_40" [id=358, type=dequantize_per_tensor]; +"359 features_8_block_3_0_weight_bias" [id=359, type=get_attr]; +"360 scale_updated_constant23" [id=360, type=get_attr]; +"361 compressed_weight_updated_constant23" [id=361, type=get_attr]; +"362 mul_tensor_23" [id=362, type=mul]; +"363 zero_point_updated_constant23" [id=363, type=get_attr]; +"364 sub_tensor_23" [id=364, type=sub]; +"365 conv2d_35" [id=365, type=conv2d]; +"366 quantize_per_tensor_default_31" [id=366, type=quantize_per_tensor]; +"367 dequantize_per_tensor_default_41" [id=367, type=dequantize_per_tensor]; +"368 add__3" [id=368, type=add_]; +"369 quantize_per_tensor_default_32" [id=369, type=quantize_per_tensor]; +"370 dequantize_per_tensor_default_42" [id=370, type=dequantize_per_tensor]; +"371 features_9_block_0_0_weight_bias" [id=371, type=get_attr]; +"372 scale_updated_constant24" [id=372, type=get_attr]; +"373 compressed_weight_updated_constant24" [id=373, type=get_attr]; +"374 mul_tensor_24" [id=374, type=mul]; +"375 zero_point_updated_constant24" [id=375, type=get_attr]; +"376 sub_tensor_24" [id=376, type=sub]; +"377 conv2d_36" [id=377, type=conv2d]; +"378 hardswish__11_scale_0" [id=378, type=get_attr]; +"379 hardswish__11_zero_point_0" [id=379, type=get_attr]; +"380 hardswish__11" [id=380, type=hardswish_]; +"381 quantize_per_channel_default_33" [id=381, type=quantize_per_channel]; +"382 dequantize_per_channel_default_33" [id=382, type=dequantize_per_channel]; +"383 features_9_block_1_0_weight_bias" [id=383, type=get_attr]; +"384 scale_updated_constant25" [id=384, type=get_attr]; +"385 compressed_weight_updated_constant25" [id=385, type=get_attr]; +"386 mul_tensor_25" [id=386, type=mul]; +"387 zero_point_updated_constant25" [id=387, type=get_attr]; +"388 sub_tensor_25" [id=388, type=sub]; +"389 conv2d_37" [id=389, type=conv2d]; +"390 hardswish__12" [id=390, type=hardswish_]; +"391 quantize_per_tensor_default_33" [id=391, type=quantize_per_tensor]; +"392 dequantize_per_tensor_default_44" [id=392, type=dequantize_per_tensor]; +"393 dequantize_per_tensor_default_43" [id=393, type=dequantize_per_tensor]; +"394 adaptive_avg_pool2d_6" [id=394, type=adaptive_avg_pool2d]; +"395 conv2d_38" [id=395, type=conv2d]; +"396 relu_6" [id=396, 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dequantize_per_tensor_default_47" [id=413, type=dequantize_per_tensor]; +"414 features_10_block_0_0_weight_bias" [id=414, type=get_attr]; +"415 scale_updated_constant27" [id=415, type=get_attr]; +"416 compressed_weight_updated_constant27" [id=416, type=get_attr]; +"417 mul_tensor_27" [id=417, type=mul]; +"418 zero_point_updated_constant27" [id=418, type=get_attr]; +"419 sub_tensor_27" [id=419, type=sub]; +"420 conv2d_41" [id=420, type=conv2d]; +"421 hardswish__13_scale_0" [id=421, type=get_attr]; +"422 hardswish__13_zero_point_0" [id=422, type=get_attr]; +"423 hardswish__13" [id=423, type=hardswish_]; +"424 quantize_per_channel_default_37" [id=424, type=quantize_per_channel]; +"425 dequantize_per_channel_default_37" [id=425, type=dequantize_per_channel]; +"426 features_10_block_1_0_weight_bias" [id=426, type=get_attr]; +"427 scale_updated_constant28" [id=427, type=get_attr]; +"428 compressed_weight_updated_constant28" [id=428, type=get_attr]; +"429 mul_tensor_28" [id=429, type=mul]; 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features_10_block_3_0_weight_bias" [id=447, type=get_attr]; +"448 scale_updated_constant29" [id=448, type=get_attr]; +"449 compressed_weight_updated_constant29" [id=449, type=get_attr]; +"450 mul_tensor_29" [id=450, type=mul]; +"451 zero_point_updated_constant29" [id=451, type=get_attr]; +"452 sub_tensor_29" [id=452, type=sub]; +"453 conv2d_45" [id=453, type=conv2d]; +"454 quantize_per_tensor_default_40" [id=454, type=quantize_per_tensor]; +"455 dequantize_per_tensor_default_53" [id=455, type=dequantize_per_tensor]; +"456 add__4" [id=456, type=add_]; +"457 quantize_per_tensor_default_41" [id=457, type=quantize_per_tensor]; +"458 dequantize_per_tensor_default_55" [id=458, type=dequantize_per_tensor]; +"459 dequantize_per_tensor_default_54" [id=459, type=dequantize_per_tensor]; +"460 features_11_block_0_0_weight_bias" [id=460, type=get_attr]; +"461 scale_updated_constant30" [id=461, type=get_attr]; +"462 compressed_weight_updated_constant30" [id=462, type=get_attr]; +"463 mul_tensor_30" 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dequantize_per_tensor_default_57" [id=481, type=dequantize_per_tensor]; +"482 dequantize_per_tensor_default_56" [id=482, type=dequantize_per_tensor]; +"483 adaptive_avg_pool2d_8" [id=483, type=adaptive_avg_pool2d]; +"484 conv2d_48" [id=484, type=conv2d]; +"485 relu_8" [id=485, type=relu]; +"486 conv2d_49" [id=486, type=conv2d]; +"487 hardsigmoid_8" [id=487, type=hardsigmoid]; +"488 quantize_per_tensor_default_43" [id=488, type=quantize_per_tensor]; +"489 dequantize_per_tensor_default_58" [id=489, type=dequantize_per_tensor]; +"490 mul_8" [id=490, type=mul]; +"491 quantize_per_tensor_default_44" [id=491, type=quantize_per_tensor]; +"492 dequantize_per_tensor_default_59" [id=492, type=dequantize_per_tensor]; +"493 features_11_block_3_0_weight_bias" [id=493, type=get_attr]; +"494 scale_updated_constant32" [id=494, type=get_attr]; +"495 compressed_weight_updated_constant32" [id=495, type=get_attr]; +"496 mul_tensor_32" [id=496, type=mul]; +"497 zero_point_updated_constant32" [id=497, type=get_attr]; +"498 sub_tensor_32" [id=498, type=sub]; +"499 conv2d_50" [id=499, type=conv2d]; +"500 quantize_per_tensor_default_45" [id=500, type=quantize_per_tensor]; +"501 dequantize_per_tensor_default_60" [id=501, type=dequantize_per_tensor]; +"502 add__5" [id=502, type=add_]; +"503 quantize_per_tensor_default_46" [id=503, type=quantize_per_tensor]; +"504 dequantize_per_tensor_default_61" [id=504, type=dequantize_per_tensor]; +"505 features_12_0_weight_bias" [id=505, type=get_attr]; +"506 scale_updated_constant33" [id=506, type=get_attr]; +"507 compressed_weight_updated_constant33" [id=507, type=get_attr]; +"508 mul_tensor_33" [id=508, type=mul]; +"509 zero_point_updated_constant33" [id=509, type=get_attr]; +"510 sub_tensor_33" [id=510, type=sub]; +"511 conv2d_51" [id=511, type=conv2d]; +"512 hardswish__17" [id=512, type=hardswish_]; +"513 quantize_per_tensor_default_47" [id=513, type=quantize_per_tensor]; +"514 dequantize_per_tensor_default_62" [id=514, type=dequantize_per_tensor]; +"515 adaptive_avg_pool2d_9" [id=515, type=adaptive_avg_pool2d]; +"516 quantize_per_tensor_default_48" [id=516, type=quantize_per_tensor]; +"517 dequantize_per_tensor_default_63" [id=517, type=dequantize_per_tensor]; +"518 flatten" [id=518, type=flatten]; +"519 scale_updated_constant34" [id=519, type=get_attr]; +"520 compressed_weight_updated_constant34" [id=520, type=get_attr]; +"521 mul_tensor_34" [id=521, type=mul]; +"522 zero_point_updated_constant34" [id=522, type=get_attr]; +"523 sub_tensor_34" [id=523, type=sub]; +"524 linear" [id=524, type=linear]; +"525 hardswish__18" [id=525, type=hardswish_]; +"526 quantize_per_tensor_default_49" [id=526, type=quantize_per_tensor]; +"527 dequantize_per_tensor_default_64" [id=527, type=dequantize_per_tensor]; +"528 dropout_" [id=528, type=dropout_]; +"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]; +"532 zero_point_updated_constant35" [id=532, type=get_attr]; +"533 sub_tensor_35" [id=533, type=sub]; +"534 linear_1" [id=534, type=linear]; +"535 output" [id=535, type=output]; +"0 features_1_block_1_fc1_weight" -> "65 conv2d_2" [label="(8, 16, 1, 1)", style=solid]; +"1 features_1_block_1_fc1_bias" -> "65 conv2d_2" [label="(8,)", style=solid]; +"2 features_1_block_1_fc2_weight" -> "67 conv2d_3" [label="(16, 8, 1, 1)", style=solid]; +"3 features_1_block_1_fc2_bias" -> "67 conv2d_3" [label="(16,)", style=solid]; +"4 features_4_block_2_fc1_weight" -> "173 conv2d_13" [label="(24, 96, 1, 1)", style=solid]; +"5 features_4_block_2_fc1_bias" -> "173 conv2d_13" [label="(24,)", style=solid]; +"6 features_4_block_2_fc2_weight" -> "175 conv2d_14" [label="(96, 24, 1, 1)", style=solid]; +"7 features_4_block_2_fc2_bias" -> "175 conv2d_14" [label="(96,)", style=solid]; +"8 features_5_block_2_fc1_weight" -> "216 conv2d_18" [label="(64, 240, 1, 1)", style=solid]; +"9 features_5_block_2_fc1_bias" -> "216 conv2d_18" [label="(64,)", style=solid]; +"10 features_5_block_2_fc2_weight" -> "218 conv2d_19" [label="(240, 64, 1, 1)", style=solid]; +"11 features_5_block_2_fc2_bias" -> "218 conv2d_19" [label="(240,)", style=solid]; +"12 features_6_block_2_fc1_weight" -> "262 conv2d_23" [label="(64, 240, 1, 1)", style=solid]; +"13 features_6_block_2_fc1_bias" -> "262 conv2d_23" [label="(64,)", style=solid]; +"14 features_6_block_2_fc2_weight" -> "264 conv2d_24" [label="(240, 64, 1, 1)", style=solid]; +"15 features_6_block_2_fc2_bias" -> "264 conv2d_24" [label="(240,)", style=solid]; +"16 features_7_block_2_fc1_weight" -> "307 conv2d_28" [label="(32, 120, 1, 1)", style=solid]; +"17 features_7_block_2_fc1_bias" -> "307 conv2d_28" [label="(32,)", style=solid]; +"18 features_7_block_2_fc2_weight" -> "309 conv2d_29" [label="(120, 32, 1, 1)", style=solid]; +"19 features_7_block_2_fc2_bias" -> "309 conv2d_29" [label="(120,)", style=solid]; +"20 features_8_block_2_fc1_weight" -> "350 conv2d_33" [label="(40, 144, 1, 1)", style=solid]; +"21 features_8_block_2_fc1_bias" -> "350 conv2d_33" [label="(40,)", style=solid]; +"22 features_8_block_2_fc2_weight" -> "352 conv2d_34" [label="(144, 40, 1, 1)", style=solid]; +"23 features_8_block_2_fc2_bias" -> "352 conv2d_34" [label="(144,)", style=solid]; +"24 features_9_block_2_fc1_weight" -> "395 conv2d_38" [label="(72, 288, 1, 1)", style=solid]; +"25 features_9_block_2_fc1_bias" -> "395 conv2d_38" [label="(72,)", style=solid]; +"26 features_9_block_2_fc2_weight" -> "397 conv2d_39" [label="(288, 72, 1, 1)", style=solid]; +"27 features_9_block_2_fc2_bias" -> "397 conv2d_39" [label="(288,)", style=solid]; +"28 features_10_block_2_fc1_weight" -> "438 conv2d_43" [label="(144, 576, 1, 1)", style=solid]; +"29 features_10_block_2_fc1_bias" -> "438 conv2d_43" [label="(144,)", style=solid]; +"30 features_10_block_2_fc2_weight" -> "440 conv2d_44" [label="(576, 144, 1, 1)", style=solid]; +"31 features_10_block_2_fc2_bias" -> "440 conv2d_44" [label="(576,)", style=solid]; +"32 features_11_block_2_fc1_weight" -> "484 conv2d_48" [label="(144, 576, 1, 1)", style=solid]; +"33 features_11_block_2_fc1_bias" -> "484 conv2d_48" [label="(144,)", style=solid]; +"34 features_11_block_2_fc2_weight" -> "486 conv2d_49" [label="(576, 144, 1, 1)", style=solid]; +"35 features_11_block_2_fc2_bias" -> "486 conv2d_49" [label="(576,)", style=solid]; +"36 classifier_0_bias" -> "524 linear" [label="(1024,)", style=solid]; +"37 classifier_3_bias" -> "534 linear_1" [label="(1000,)", style=solid]; +"38 x" -> "39 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; +"39 quantize_per_tensor_default" -> "40 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; +"40 dequantize_per_tensor_default" -> "47 conv2d" [label="(1, 3, 224, 224)", style=solid]; +"41 features_0_0_weight_bias" -> "47 conv2d" [label="(16,)", style=solid]; +"42 scale_updated_constant0" -> "44 mul_tensor" [label="(16, 1, 1, 1)", style=solid]; +"43 compressed_weight_updated_constant0" -> "44 mul_tensor" [label="(16, 3, 3, 3)", style=solid]; +"44 mul_tensor" -> "46 sub_tensor" [label="(16, 3, 3, 3)", style=solid]; +"45 zero_point_updated_constant0" -> "46 sub_tensor" [label="(16, 1, 1, 1)", style=solid]; +"46 sub_tensor" -> "47 conv2d" [label="(16, 3, 3, 3)", style=solid]; +"47 conv2d" -> "50 hardswish_" [label="(1, 16, 112, 112)", style=solid]; +"48 hardswish__scale_0" -> "51 quantize_per_channel_default_1" [label="(16,)", style=solid]; +"48 hardswish__scale_0" -> "52 dequantize_per_channel_default_1" [label="(16,)", style=solid]; +"49 hardswish__zero_point_0" -> "51 quantize_per_channel_default_1" [label="(16,)", style=solid]; +"49 hardswish__zero_point_0" -> "52 dequantize_per_channel_default_1" [label="(16,)", style=solid]; +"50 hardswish_" -> "51 quantize_per_channel_default_1" [label="(1, 16, 112, 112)", style=solid]; +"51 quantize_per_channel_default_1" -> "52 dequantize_per_channel_default_1" [label="(1, 16, 112, 112)", style=solid]; +"52 dequantize_per_channel_default_1" -> "59 conv2d_1" [label="(1, 16, 112, 112)", style=solid]; +"53 features_1_block_0_0_weight_bias" -> "59 conv2d_1" [label="(16,)", style=solid]; +"54 scale_updated_constant1" -> "56 mul_tensor_1" [label="(16, 1, 1, 1)", style=solid]; +"55 compressed_weight_updated_constant1" -> "56 mul_tensor_1" [label="(16, 1, 3, 3)", style=solid]; +"56 mul_tensor_1" -> "58 sub_tensor_1" [label="(16, 1, 3, 3)", style=solid]; +"57 zero_point_updated_constant1" -> "58 sub_tensor_1" [label="(16, 1, 1, 1)", style=solid]; +"58 sub_tensor_1" -> "59 conv2d_1" [label="(16, 1, 3, 3)", style=solid]; +"59 conv2d_1" -> "60 relu_" [label="(1, 16, 56, 56)", style=solid]; +"60 relu_" -> "61 quantize_per_tensor_default_1" [label="(1, 16, 56, 56)", style=solid]; +"61 quantize_per_tensor_default_1" -> "62 dequantize_per_tensor_default_2" [label="(1, 16, 56, 56)", style=solid]; +"61 quantize_per_tensor_default_1" -> "63 dequantize_per_tensor_default_1" [label="(1, 16, 56, 56)", style=solid]; +"62 dequantize_per_tensor_default_2" -> "71 mul" [label="(1, 16, 56, 56)", style=solid]; +"63 dequantize_per_tensor_default_1" -> "64 adaptive_avg_pool2d" [label="(1, 16, 56, 56)", style=solid]; +"64 adaptive_avg_pool2d" -> "65 conv2d_2" [label="(1, 16, 1, 1)", style=solid]; +"65 conv2d_2" -> "66 relu" [label="(1, 8, 1, 1)", style=solid]; +"66 relu" -> "67 conv2d_3" [label="(1, 8, 1, 1)", style=solid]; +"67 conv2d_3" -> "68 hardsigmoid" [label="(1, 16, 1, 1)", style=solid]; +"68 hardsigmoid" -> "69 quantize_per_tensor_default_2" [label="(1, 16, 1, 1)", style=solid]; +"69 quantize_per_tensor_default_2" -> "70 dequantize_per_tensor_default_3" [label="(1, 16, 1, 1)", style=solid]; +"70 dequantize_per_tensor_default_3" -> "71 mul" [label="(1, 16, 1, 1)", style=solid]; +"71 mul" -> "72 quantize_per_tensor_default_3" [label="(1, 16, 56, 56)", style=solid]; +"72 quantize_per_tensor_default_3" -> "73 dequantize_per_tensor_default_4" [label="(1, 16, 56, 56)", style=solid]; +"73 dequantize_per_tensor_default_4" -> "80 conv2d_4" [label="(1, 16, 56, 56)", style=solid]; +"74 features_1_block_2_0_weight_bias" -> "80 conv2d_4" [label="(16,)", style=solid]; +"75 scale_updated_constant2" -> "77 mul_tensor_2" [label="(16, 1, 1, 1)", style=solid]; +"76 compressed_weight_updated_constant2" -> "77 mul_tensor_2" [label="(16, 16, 1, 1)", style=solid]; +"77 mul_tensor_2" -> "79 sub_tensor_2" [label="(16, 16, 1, 1)", style=solid]; +"78 zero_point_updated_constant2" -> "79 sub_tensor_2" [label="(16, 1, 1, 1)", style=solid]; +"79 sub_tensor_2" -> "80 conv2d_4" [label="(16, 16, 1, 1)", style=solid]; +"80 conv2d_4" -> "81 quantize_per_tensor_default_4" [label="(1, 16, 56, 56)", style=solid]; +"81 quantize_per_tensor_default_4" -> "82 dequantize_per_tensor_default_5" [label="(1, 16, 56, 56)", style=solid]; +"82 dequantize_per_tensor_default_5" -> "89 conv2d_5" [label="(1, 16, 56, 56)", style=solid]; +"83 features_2_block_0_0_weight_bias" -> "89 conv2d_5" [label="(72,)", style=solid]; +"84 scale_updated_constant3" -> "86 mul_tensor_3" [label="(72, 1, 1, 1)", style=solid]; +"85 compressed_weight_updated_constant3" -> "86 mul_tensor_3" [label="(72, 16, 1, 1)", style=solid]; +"86 mul_tensor_3" -> "88 sub_tensor_3" [label="(72, 16, 1, 1)", style=solid]; +"87 zero_point_updated_constant3" -> "88 sub_tensor_3" [label="(72, 1, 1, 1)", style=solid]; +"88 sub_tensor_3" -> "89 conv2d_5" [label="(72, 16, 1, 1)", style=solid]; +"89 conv2d_5" -> "92 relu__1" [label="(1, 72, 56, 56)", style=solid]; +"90 relu__1_scale_0" -> "93 quantize_per_channel_default_5" [label="(72,)", style=solid]; +"90 relu__1_scale_0" -> "94 dequantize_per_channel_default_5" [label="(72,)", style=solid]; +"91 relu__1_zero_point_0" -> "93 quantize_per_channel_default_5" [label="(72,)", style=solid]; +"91 relu__1_zero_point_0" -> "94 dequantize_per_channel_default_5" [label="(72,)", style=solid]; +"92 relu__1" -> "93 quantize_per_channel_default_5" [label="(1, 72, 56, 56)", style=solid]; +"93 quantize_per_channel_default_5" -> "94 dequantize_per_channel_default_5" [label="(1, 72, 56, 56)", style=solid]; +"94 dequantize_per_channel_default_5" -> "101 conv2d_6" [label="(1, 72, 56, 56)", style=solid]; +"95 features_2_block_1_0_weight_bias" -> "101 conv2d_6" [label="(72,)", style=solid]; +"96 scale_updated_constant4" -> "98 mul_tensor_4" [label="(72, 1, 1, 1)", style=solid]; +"97 compressed_weight_updated_constant4" -> "98 mul_tensor_4" [label="(72, 1, 3, 3)", style=solid]; +"98 mul_tensor_4" -> "100 sub_tensor_4" [label="(72, 1, 3, 3)", style=solid]; +"99 zero_point_updated_constant4" -> "100 sub_tensor_4" [label="(72, 1, 1, 1)", style=solid]; +"100 sub_tensor_4" -> "101 conv2d_6" [label="(72, 1, 3, 3)", style=solid]; +"101 conv2d_6" -> "102 relu__2" [label="(1, 72, 28, 28)", style=solid]; +"102 relu__2" -> "103 quantize_per_tensor_default_5" [label="(1, 72, 28, 28)", style=solid]; +"103 quantize_per_tensor_default_5" -> "104 dequantize_per_tensor_default_6" [label="(1, 72, 28, 28)", style=solid]; +"104 dequantize_per_tensor_default_6" -> "111 conv2d_7" [label="(1, 72, 28, 28)", style=solid]; +"105 features_2_block_2_0_weight_bias" -> "111 conv2d_7" [label="(24,)", style=solid]; +"106 scale_updated_constant5" -> "108 mul_tensor_5" [label="(24, 1, 1, 1)", style=solid]; +"107 compressed_weight_updated_constant5" -> "108 mul_tensor_5" [label="(24, 72, 1, 1)", style=solid]; +"108 mul_tensor_5" -> "110 sub_tensor_5" [label="(24, 72, 1, 1)", style=solid]; +"109 zero_point_updated_constant5" -> "110 sub_tensor_5" [label="(24, 1, 1, 1)", style=solid]; +"110 sub_tensor_5" -> "111 conv2d_7" [label="(24, 72, 1, 1)", style=solid]; +"111 conv2d_7" -> "112 quantize_per_tensor_default_6" [label="(1, 24, 28, 28)", style=solid]; +"112 quantize_per_tensor_default_6" -> "113 dequantize_per_tensor_default_8" [label="(1, 24, 28, 28)", style=solid]; +"112 quantize_per_tensor_default_6" -> "114 dequantize_per_tensor_default_7" [label="(1, 24, 28, 28)", style=solid]; +"113 dequantize_per_tensor_default_8" -> "146 add_" [label="(1, 24, 28, 28)", style=solid]; +"114 dequantize_per_tensor_default_7" -> "121 conv2d_8" [label="(1, 24, 28, 28)", style=solid]; +"115 features_3_block_0_0_weight_bias" -> "121 conv2d_8" [label="(88,)", style=solid]; +"116 scale_updated_constant6" -> "118 mul_tensor_6" [label="(88, 1, 1, 1)", style=solid]; +"117 compressed_weight_updated_constant6" -> "118 mul_tensor_6" [label="(88, 24, 1, 1)", style=solid]; +"118 mul_tensor_6" -> "120 sub_tensor_6" [label="(88, 24, 1, 1)", style=solid]; +"119 zero_point_updated_constant6" -> "120 sub_tensor_6" [label="(88, 1, 1, 1)", style=solid]; +"120 sub_tensor_6" -> "121 conv2d_8" [label="(88, 24, 1, 1)", style=solid]; +"121 conv2d_8" -> "124 relu__3" [label="(1, 88, 28, 28)", style=solid]; +"122 relu__3_scale_0" -> "125 quantize_per_channel_default_9" [label="(88,)", style=solid]; +"122 relu__3_scale_0" -> "126 dequantize_per_channel_default_9" [label="(88,)", style=solid]; +"123 relu__3_zero_point_0" -> "125 quantize_per_channel_default_9" [label="(88,)", style=solid]; +"123 relu__3_zero_point_0" -> "126 dequantize_per_channel_default_9" [label="(88,)", style=solid]; +"124 relu__3" -> "125 quantize_per_channel_default_9" [label="(1, 88, 28, 28)", style=solid]; +"125 quantize_per_channel_default_9" -> "126 dequantize_per_channel_default_9" [label="(1, 88, 28, 28)", style=solid]; +"126 dequantize_per_channel_default_9" -> "133 conv2d_9" [label="(1, 88, 28, 28)", style=solid]; +"127 features_3_block_1_0_weight_bias" -> "133 conv2d_9" [label="(88,)", style=solid]; +"128 scale_updated_constant7" -> "130 mul_tensor_7" [label="(88, 1, 1, 1)", style=solid]; +"129 compressed_weight_updated_constant7" -> "130 mul_tensor_7" [label="(88, 1, 3, 3)", style=solid]; +"130 mul_tensor_7" -> "132 sub_tensor_7" [label="(88, 1, 3, 3)", style=solid]; +"131 zero_point_updated_constant7" -> "132 sub_tensor_7" [label="(88, 1, 1, 1)", style=solid]; +"132 sub_tensor_7" -> "133 conv2d_9" [label="(88, 1, 3, 3)", style=solid]; +"133 conv2d_9" -> "134 relu__4" [label="(1, 88, 28, 28)", style=solid]; +"134 relu__4" -> "135 quantize_per_tensor_default_7" [label="(1, 88, 28, 28)", style=solid]; +"135 quantize_per_tensor_default_7" -> "136 dequantize_per_tensor_default_9" [label="(1, 88, 28, 28)", style=solid]; +"136 dequantize_per_tensor_default_9" -> "143 conv2d_10" [label="(1, 88, 28, 28)", style=solid]; +"137 features_3_block_2_0_weight_bias" -> "143 conv2d_10" [label="(24,)", style=solid]; +"138 scale_updated_constant8" -> "140 mul_tensor_8" [label="(24, 1, 1, 1)", style=solid]; +"139 compressed_weight_updated_constant8" -> "140 mul_tensor_8" [label="(24, 88, 1, 1)", style=solid]; +"140 mul_tensor_8" -> "142 sub_tensor_8" [label="(24, 88, 1, 1)", style=solid]; +"141 zero_point_updated_constant8" -> "142 sub_tensor_8" [label="(24, 1, 1, 1)", style=solid]; +"142 sub_tensor_8" -> "143 conv2d_10" [label="(24, 88, 1, 1)", style=solid]; +"143 conv2d_10" -> "144 quantize_per_tensor_default_8" [label="(1, 24, 28, 28)", style=solid]; +"144 quantize_per_tensor_default_8" -> "145 dequantize_per_tensor_default_10" [label="(1, 24, 28, 28)", style=solid]; +"145 dequantize_per_tensor_default_10" -> "146 add_" [label="(1, 24, 28, 28)", style=solid]; +"146 add_" -> "147 quantize_per_tensor_default_9" [label="(1, 24, 28, 28)", style=solid]; +"147 quantize_per_tensor_default_9" -> "148 dequantize_per_tensor_default_11" [label="(1, 24, 28, 28)", style=solid]; +"148 dequantize_per_tensor_default_11" -> "155 conv2d_11" [label="(1, 24, 28, 28)", style=solid]; +"149 features_4_block_0_0_weight_bias" -> "155 conv2d_11" [label="(96,)", style=solid]; +"150 scale_updated_constant9" -> "152 mul_tensor_9" [label="(96, 1, 1, 1)", style=solid]; +"151 compressed_weight_updated_constant9" -> "152 mul_tensor_9" [label="(96, 24, 1, 1)", style=solid]; +"152 mul_tensor_9" -> "154 sub_tensor_9" [label="(96, 24, 1, 1)", style=solid]; +"153 zero_point_updated_constant9" -> "154 sub_tensor_9" [label="(96, 1, 1, 1)", style=solid]; +"154 sub_tensor_9" -> "155 conv2d_11" [label="(96, 24, 1, 1)", style=solid]; +"155 conv2d_11" -> "158 hardswish__1" [label="(1, 96, 28, 28)", style=solid]; +"156 hardswish__1_scale_0" -> "159 quantize_per_channel_default_13" [label="(96,)", style=solid]; +"156 hardswish__1_scale_0" -> "160 dequantize_per_channel_default_13" [label="(96,)", style=solid]; +"157 hardswish__1_zero_point_0" -> "159 quantize_per_channel_default_13" [label="(96,)", style=solid]; +"157 hardswish__1_zero_point_0" -> "160 dequantize_per_channel_default_13" [label="(96,)", style=solid]; +"158 hardswish__1" -> "159 quantize_per_channel_default_13" [label="(1, 96, 28, 28)", style=solid]; +"159 quantize_per_channel_default_13" -> "160 dequantize_per_channel_default_13" [label="(1, 96, 28, 28)", style=solid]; +"160 dequantize_per_channel_default_13" -> "167 conv2d_12" [label="(1, 96, 28, 28)", style=solid]; +"161 features_4_block_1_0_weight_bias" -> "167 conv2d_12" [label="(96,)", style=solid]; +"162 scale_updated_constant10" -> "164 mul_tensor_10" [label="(96, 1, 1, 1)", style=solid]; +"163 compressed_weight_updated_constant10" -> "164 mul_tensor_10" [label="(96, 1, 5, 5)", style=solid]; +"164 mul_tensor_10" -> "166 sub_tensor_10" [label="(96, 1, 5, 5)", style=solid]; +"165 zero_point_updated_constant10" -> "166 sub_tensor_10" [label="(96, 1, 1, 1)", style=solid]; +"166 sub_tensor_10" -> "167 conv2d_12" [label="(96, 1, 5, 5)", style=solid]; +"167 conv2d_12" -> "168 hardswish__2" [label="(1, 96, 14, 14)", style=solid]; +"168 hardswish__2" -> "169 quantize_per_tensor_default_10" [label="(1, 96, 14, 14)", style=solid]; +"169 quantize_per_tensor_default_10" -> "170 dequantize_per_tensor_default_13" [label="(1, 96, 14, 14)", style=solid]; +"169 quantize_per_tensor_default_10" -> "171 dequantize_per_tensor_default_12" [label="(1, 96, 14, 14)", style=solid]; +"170 dequantize_per_tensor_default_13" -> "179 mul_1" [label="(1, 96, 14, 14)", style=solid]; +"171 dequantize_per_tensor_default_12" -> "172 adaptive_avg_pool2d_1" [label="(1, 96, 14, 14)", style=solid]; +"172 adaptive_avg_pool2d_1" -> "173 conv2d_13" [label="(1, 96, 1, 1)", style=solid]; +"173 conv2d_13" -> "174 relu_1" [label="(1, 24, 1, 1)", style=solid]; +"174 relu_1" -> "175 conv2d_14" [label="(1, 24, 1, 1)", style=solid]; +"175 conv2d_14" -> "176 hardsigmoid_1" [label="(1, 96, 1, 1)", style=solid]; +"176 hardsigmoid_1" -> "177 quantize_per_tensor_default_11" [label="(1, 96, 1, 1)", style=solid]; +"177 quantize_per_tensor_default_11" -> "178 dequantize_per_tensor_default_14" [label="(1, 96, 1, 1)", style=solid]; +"178 dequantize_per_tensor_default_14" -> "179 mul_1" [label="(1, 96, 1, 1)", style=solid]; +"179 mul_1" -> "180 quantize_per_tensor_default_12" [label="(1, 96, 14, 14)", style=solid]; +"180 quantize_per_tensor_default_12" -> "181 dequantize_per_tensor_default_15" [label="(1, 96, 14, 14)", style=solid]; +"181 dequantize_per_tensor_default_15" -> "188 conv2d_15" [label="(1, 96, 14, 14)", style=solid]; +"182 features_4_block_3_0_weight_bias" -> "188 conv2d_15" [label="(40,)", style=solid]; +"183 scale_updated_constant11" -> "185 mul_tensor_11" [label="(40, 1, 1, 1)", style=solid]; +"184 compressed_weight_updated_constant11" -> "185 mul_tensor_11" [label="(40, 96, 1, 1)", style=solid]; +"185 mul_tensor_11" -> "187 sub_tensor_11" [label="(40, 96, 1, 1)", style=solid]; +"186 zero_point_updated_constant11" -> "187 sub_tensor_11" [label="(40, 1, 1, 1)", style=solid]; +"187 sub_tensor_11" -> "188 conv2d_15" [label="(40, 96, 1, 1)", style=solid]; +"188 conv2d_15" -> "189 quantize_per_tensor_default_13" [label="(1, 40, 14, 14)", style=solid]; +"189 quantize_per_tensor_default_13" -> "190 dequantize_per_tensor_default_17" [label="(1, 40, 14, 14)", style=solid]; +"189 quantize_per_tensor_default_13" -> "191 dequantize_per_tensor_default_16" [label="(1, 40, 14, 14)", style=solid]; +"190 dequantize_per_tensor_default_17" -> "234 add__1" [label="(1, 40, 14, 14)", style=solid]; +"191 dequantize_per_tensor_default_16" -> "198 conv2d_16" [label="(1, 40, 14, 14)", style=solid]; +"192 features_5_block_0_0_weight_bias" -> "198 conv2d_16" [label="(240,)", style=solid]; +"193 scale_updated_constant12" -> "195 mul_tensor_12" [label="(240, 1, 1, 1)", style=solid]; +"194 compressed_weight_updated_constant12" -> "195 mul_tensor_12" [label="(240, 40, 1, 1)", style=solid]; +"195 mul_tensor_12" -> "197 sub_tensor_12" [label="(240, 40, 1, 1)", style=solid]; +"196 zero_point_updated_constant12" -> "197 sub_tensor_12" [label="(240, 1, 1, 1)", style=solid]; +"197 sub_tensor_12" -> "198 conv2d_16" [label="(240, 40, 1, 1)", style=solid]; +"198 conv2d_16" -> "201 hardswish__3" [label="(1, 240, 14, 14)", style=solid]; +"199 hardswish__3_scale_0" -> "202 quantize_per_channel_default_17" [label="(240,)", style=solid]; +"199 hardswish__3_scale_0" -> "203 dequantize_per_channel_default_17" [label="(240,)", style=solid]; +"200 hardswish__3_zero_point_0" -> "202 quantize_per_channel_default_17" [label="(240,)", style=solid]; +"200 hardswish__3_zero_point_0" -> "203 dequantize_per_channel_default_17" [label="(240,)", style=solid]; +"201 hardswish__3" -> "202 quantize_per_channel_default_17" [label="(1, 240, 14, 14)", style=solid]; +"202 quantize_per_channel_default_17" -> "203 dequantize_per_channel_default_17" [label="(1, 240, 14, 14)", style=solid]; +"203 dequantize_per_channel_default_17" -> "210 conv2d_17" [label="(1, 240, 14, 14)", style=solid]; +"204 features_5_block_1_0_weight_bias" -> "210 conv2d_17" [label="(240,)", style=solid]; +"205 scale_updated_constant13" -> "207 mul_tensor_13" [label="(240, 1, 1, 1)", style=solid]; +"206 compressed_weight_updated_constant13" -> "207 mul_tensor_13" [label="(240, 1, 5, 5)", style=solid]; +"207 mul_tensor_13" -> "209 sub_tensor_13" [label="(240, 1, 5, 5)", style=solid]; +"208 zero_point_updated_constant13" -> "209 sub_tensor_13" [label="(240, 1, 1, 1)", style=solid]; +"209 sub_tensor_13" -> "210 conv2d_17" [label="(240, 1, 5, 5)", style=solid]; +"210 conv2d_17" -> "211 hardswish__4" [label="(1, 240, 14, 14)", style=solid]; +"211 hardswish__4" -> "212 quantize_per_tensor_default_14" [label="(1, 240, 14, 14)", style=solid]; +"212 quantize_per_tensor_default_14" -> "213 dequantize_per_tensor_default_19" [label="(1, 240, 14, 14)", style=solid]; +"212 quantize_per_tensor_default_14" -> "214 dequantize_per_tensor_default_18" [label="(1, 240, 14, 14)", style=solid]; +"213 dequantize_per_tensor_default_19" -> "222 mul_2" [label="(1, 240, 14, 14)", style=solid]; +"214 dequantize_per_tensor_default_18" -> "215 adaptive_avg_pool2d_2" [label="(1, 240, 14, 14)", style=solid]; +"215 adaptive_avg_pool2d_2" -> "216 conv2d_18" [label="(1, 240, 1, 1)", style=solid]; +"216 conv2d_18" -> "217 relu_2" [label="(1, 64, 1, 1)", style=solid]; +"217 relu_2" -> "218 conv2d_19" [label="(1, 64, 1, 1)", style=solid]; +"218 conv2d_19" -> "219 hardsigmoid_2" [label="(1, 240, 1, 1)", style=solid]; +"219 hardsigmoid_2" -> "220 quantize_per_tensor_default_15" [label="(1, 240, 1, 1)", style=solid]; +"220 quantize_per_tensor_default_15" -> "221 dequantize_per_tensor_default_20" [label="(1, 240, 1, 1)", style=solid]; +"221 dequantize_per_tensor_default_20" -> "222 mul_2" [label="(1, 240, 1, 1)", style=solid]; +"222 mul_2" -> "223 quantize_per_tensor_default_16" [label="(1, 240, 14, 14)", style=solid]; +"223 quantize_per_tensor_default_16" -> "224 dequantize_per_tensor_default_21" [label="(1, 240, 14, 14)", style=solid]; +"224 dequantize_per_tensor_default_21" -> "231 conv2d_20" [label="(1, 240, 14, 14)", style=solid]; +"225 features_5_block_3_0_weight_bias" -> "231 conv2d_20" [label="(40,)", style=solid]; +"226 scale_updated_constant14" -> "228 mul_tensor_14" [label="(40, 1, 1, 1)", style=solid]; +"227 compressed_weight_updated_constant14" -> "228 mul_tensor_14" [label="(40, 240, 1, 1)", style=solid]; +"228 mul_tensor_14" -> "230 sub_tensor_14" [label="(40, 240, 1, 1)", style=solid]; +"229 zero_point_updated_constant14" -> "230 sub_tensor_14" [label="(40, 1, 1, 1)", style=solid]; +"230 sub_tensor_14" -> "231 conv2d_20" [label="(40, 240, 1, 1)", style=solid]; +"231 conv2d_20" -> "232 quantize_per_tensor_default_17" [label="(1, 40, 14, 14)", style=solid]; +"232 quantize_per_tensor_default_17" -> "233 dequantize_per_tensor_default_22" [label="(1, 40, 14, 14)", style=solid]; +"233 dequantize_per_tensor_default_22" -> "234 add__1" [label="(1, 40, 14, 14)", style=solid]; +"234 add__1" -> "235 quantize_per_tensor_default_18" [label="(1, 40, 14, 14)", style=solid]; +"235 quantize_per_tensor_default_18" -> "236 dequantize_per_tensor_default_24" [label="(1, 40, 14, 14)", style=solid]; +"235 quantize_per_tensor_default_18" -> "237 dequantize_per_tensor_default_23" [label="(1, 40, 14, 14)", style=solid]; +"236 dequantize_per_tensor_default_24" -> "280 add__2" [label="(1, 40, 14, 14)", style=solid]; +"237 dequantize_per_tensor_default_23" -> "244 conv2d_21" [label="(1, 40, 14, 14)", style=solid]; +"238 features_6_block_0_0_weight_bias" -> "244 conv2d_21" [label="(240,)", style=solid]; +"239 scale_updated_constant15" -> "241 mul_tensor_15" [label="(240, 1, 1, 1)", style=solid]; +"240 compressed_weight_updated_constant15" -> "241 mul_tensor_15" [label="(240, 40, 1, 1)", style=solid]; +"241 mul_tensor_15" -> "243 sub_tensor_15" [label="(240, 40, 1, 1)", style=solid]; +"242 zero_point_updated_constant15" -> "243 sub_tensor_15" [label="(240, 1, 1, 1)", style=solid]; +"243 sub_tensor_15" -> "244 conv2d_21" [label="(240, 40, 1, 1)", style=solid]; +"244 conv2d_21" -> "247 hardswish__5" [label="(1, 240, 14, 14)", style=solid]; +"245 hardswish__5_scale_0" -> "248 quantize_per_channel_default_21" [label="(240,)", style=solid]; +"245 hardswish__5_scale_0" -> "249 dequantize_per_channel_default_21" [label="(240,)", style=solid]; +"246 hardswish__5_zero_point_0" -> "248 quantize_per_channel_default_21" [label="(240,)", style=solid]; +"246 hardswish__5_zero_point_0" -> "249 dequantize_per_channel_default_21" [label="(240,)", style=solid]; +"247 hardswish__5" -> "248 quantize_per_channel_default_21" [label="(1, 240, 14, 14)", style=solid]; +"248 quantize_per_channel_default_21" -> "249 dequantize_per_channel_default_21" [label="(1, 240, 14, 14)", style=solid]; +"249 dequantize_per_channel_default_21" -> "256 conv2d_22" [label="(1, 240, 14, 14)", style=solid]; +"250 features_6_block_1_0_weight_bias" -> "256 conv2d_22" [label="(240,)", style=solid]; +"251 scale_updated_constant16" -> "253 mul_tensor_16" [label="(240, 1, 1, 1)", style=solid]; +"252 compressed_weight_updated_constant16" -> "253 mul_tensor_16" [label="(240, 1, 5, 5)", style=solid]; +"253 mul_tensor_16" -> "255 sub_tensor_16" [label="(240, 1, 5, 5)", style=solid]; +"254 zero_point_updated_constant16" -> "255 sub_tensor_16" [label="(240, 1, 1, 1)", style=solid]; +"255 sub_tensor_16" -> "256 conv2d_22" [label="(240, 1, 5, 5)", style=solid]; +"256 conv2d_22" -> "257 hardswish__6" [label="(1, 240, 14, 14)", style=solid]; +"257 hardswish__6" -> "258 quantize_per_tensor_default_19" [label="(1, 240, 14, 14)", style=solid]; +"258 quantize_per_tensor_default_19" -> "259 dequantize_per_tensor_default_26" [label="(1, 240, 14, 14)", style=solid]; +"258 quantize_per_tensor_default_19" -> "260 dequantize_per_tensor_default_25" [label="(1, 240, 14, 14)", style=solid]; +"259 dequantize_per_tensor_default_26" -> "268 mul_3" [label="(1, 240, 14, 14)", style=solid]; +"260 dequantize_per_tensor_default_25" -> "261 adaptive_avg_pool2d_3" [label="(1, 240, 14, 14)", style=solid]; +"261 adaptive_avg_pool2d_3" -> "262 conv2d_23" [label="(1, 240, 1, 1)", style=solid]; +"262 conv2d_23" -> "263 relu_3" [label="(1, 64, 1, 1)", style=solid]; +"263 relu_3" -> "264 conv2d_24" [label="(1, 64, 1, 1)", style=solid]; +"264 conv2d_24" -> "265 hardsigmoid_3" [label="(1, 240, 1, 1)", style=solid]; +"265 hardsigmoid_3" -> "266 quantize_per_tensor_default_20" [label="(1, 240, 1, 1)", style=solid]; +"266 quantize_per_tensor_default_20" -> "267 dequantize_per_tensor_default_27" [label="(1, 240, 1, 1)", style=solid]; +"267 dequantize_per_tensor_default_27" -> "268 mul_3" [label="(1, 240, 1, 1)", style=solid]; +"268 mul_3" -> "269 quantize_per_tensor_default_21" [label="(1, 240, 14, 14)", style=solid]; +"269 quantize_per_tensor_default_21" -> "270 dequantize_per_tensor_default_28" [label="(1, 240, 14, 14)", style=solid]; +"270 dequantize_per_tensor_default_28" -> "277 conv2d_25" [label="(1, 240, 14, 14)", style=solid]; +"271 features_6_block_3_0_weight_bias" -> "277 conv2d_25" [label="(40,)", style=solid]; +"272 scale_updated_constant17" -> "274 mul_tensor_17" [label="(40, 1, 1, 1)", style=solid]; +"273 compressed_weight_updated_constant17" -> "274 mul_tensor_17" [label="(40, 240, 1, 1)", style=solid]; +"274 mul_tensor_17" -> "276 sub_tensor_17" [label="(40, 240, 1, 1)", style=solid]; +"275 zero_point_updated_constant17" -> "276 sub_tensor_17" [label="(40, 1, 1, 1)", style=solid]; +"276 sub_tensor_17" -> "277 conv2d_25" [label="(40, 240, 1, 1)", style=solid]; +"277 conv2d_25" -> "278 quantize_per_tensor_default_22" [label="(1, 40, 14, 14)", style=solid]; +"278 quantize_per_tensor_default_22" -> "279 dequantize_per_tensor_default_29" [label="(1, 40, 14, 14)", style=solid]; +"279 dequantize_per_tensor_default_29" -> "280 add__2" [label="(1, 40, 14, 14)", style=solid]; +"280 add__2" -> "281 quantize_per_tensor_default_23" [label="(1, 40, 14, 14)", style=solid]; +"281 quantize_per_tensor_default_23" -> "282 dequantize_per_tensor_default_30" [label="(1, 40, 14, 14)", style=solid]; +"282 dequantize_per_tensor_default_30" -> "289 conv2d_26" [label="(1, 40, 14, 14)", style=solid]; +"283 features_7_block_0_0_weight_bias" -> "289 conv2d_26" [label="(120,)", style=solid]; +"284 scale_updated_constant18" -> "286 mul_tensor_18" [label="(120, 1, 1, 1)", style=solid]; +"285 compressed_weight_updated_constant18" -> "286 mul_tensor_18" [label="(120, 40, 1, 1)", style=solid]; +"286 mul_tensor_18" -> "288 sub_tensor_18" [label="(120, 40, 1, 1)", style=solid]; +"287 zero_point_updated_constant18" -> "288 sub_tensor_18" [label="(120, 1, 1, 1)", style=solid]; +"288 sub_tensor_18" -> "289 conv2d_26" [label="(120, 40, 1, 1)", style=solid]; +"289 conv2d_26" -> "292 hardswish__7" [label="(1, 120, 14, 14)", style=solid]; +"290 hardswish__7_scale_0" -> "293 quantize_per_channel_default_25" [label="(120,)", style=solid]; +"290 hardswish__7_scale_0" -> "294 dequantize_per_channel_default_25" [label="(120,)", style=solid]; +"291 hardswish__7_zero_point_0" -> "293 quantize_per_channel_default_25" [label="(120,)", style=solid]; +"291 hardswish__7_zero_point_0" -> "294 dequantize_per_channel_default_25" [label="(120,)", style=solid]; +"292 hardswish__7" -> "293 quantize_per_channel_default_25" [label="(1, 120, 14, 14)", style=solid]; +"293 quantize_per_channel_default_25" -> "294 dequantize_per_channel_default_25" [label="(1, 120, 14, 14)", style=solid]; +"294 dequantize_per_channel_default_25" -> "301 conv2d_27" [label="(1, 120, 14, 14)", style=solid]; +"295 features_7_block_1_0_weight_bias" -> "301 conv2d_27" [label="(120,)", style=solid]; +"296 scale_updated_constant19" -> "298 mul_tensor_19" [label="(120, 1, 1, 1)", style=solid]; +"297 compressed_weight_updated_constant19" -> "298 mul_tensor_19" [label="(120, 1, 5, 5)", style=solid]; +"298 mul_tensor_19" -> "300 sub_tensor_19" [label="(120, 1, 5, 5)", style=solid]; +"299 zero_point_updated_constant19" -> "300 sub_tensor_19" [label="(120, 1, 1, 1)", style=solid]; +"300 sub_tensor_19" -> "301 conv2d_27" [label="(120, 1, 5, 5)", style=solid]; +"301 conv2d_27" -> "302 hardswish__8" [label="(1, 120, 14, 14)", style=solid]; +"302 hardswish__8" -> "303 quantize_per_tensor_default_24" [label="(1, 120, 14, 14)", style=solid]; +"303 quantize_per_tensor_default_24" -> "304 dequantize_per_tensor_default_32" [label="(1, 120, 14, 14)", style=solid]; +"303 quantize_per_tensor_default_24" -> "305 dequantize_per_tensor_default_31" [label="(1, 120, 14, 14)", style=solid]; +"304 dequantize_per_tensor_default_32" -> "313 mul_4" [label="(1, 120, 14, 14)", style=solid]; +"305 dequantize_per_tensor_default_31" -> "306 adaptive_avg_pool2d_4" [label="(1, 120, 14, 14)", style=solid]; +"306 adaptive_avg_pool2d_4" -> "307 conv2d_28" [label="(1, 120, 1, 1)", style=solid]; +"307 conv2d_28" -> "308 relu_4" [label="(1, 32, 1, 1)", style=solid]; +"308 relu_4" -> "309 conv2d_29" [label="(1, 32, 1, 1)", style=solid]; +"309 conv2d_29" -> "310 hardsigmoid_4" [label="(1, 120, 1, 1)", style=solid]; +"310 hardsigmoid_4" -> "311 quantize_per_tensor_default_25" [label="(1, 120, 1, 1)", style=solid]; +"311 quantize_per_tensor_default_25" -> "312 dequantize_per_tensor_default_33" [label="(1, 120, 1, 1)", style=solid]; +"312 dequantize_per_tensor_default_33" -> "313 mul_4" [label="(1, 120, 1, 1)", style=solid]; +"313 mul_4" -> "314 quantize_per_tensor_default_26" [label="(1, 120, 14, 14)", style=solid]; +"314 quantize_per_tensor_default_26" -> "315 dequantize_per_tensor_default_34" [label="(1, 120, 14, 14)", style=solid]; +"315 dequantize_per_tensor_default_34" -> "322 conv2d_30" [label="(1, 120, 14, 14)", style=solid]; +"316 features_7_block_3_0_weight_bias" -> "322 conv2d_30" [label="(48,)", style=solid]; +"317 scale_updated_constant20" -> "319 mul_tensor_20" [label="(48, 1, 1, 1)", style=solid]; +"318 compressed_weight_updated_constant20" -> "319 mul_tensor_20" [label="(48, 120, 1, 1)", style=solid]; +"319 mul_tensor_20" -> "321 sub_tensor_20" [label="(48, 120, 1, 1)", style=solid]; +"320 zero_point_updated_constant20" -> "321 sub_tensor_20" [label="(48, 1, 1, 1)", style=solid]; +"321 sub_tensor_20" -> "322 conv2d_30" [label="(48, 120, 1, 1)", style=solid]; +"322 conv2d_30" -> "323 quantize_per_tensor_default_27" [label="(1, 48, 14, 14)", style=solid]; +"323 quantize_per_tensor_default_27" -> "324 dequantize_per_tensor_default_36" [label="(1, 48, 14, 14)", style=solid]; +"323 quantize_per_tensor_default_27" -> "325 dequantize_per_tensor_default_35" [label="(1, 48, 14, 14)", style=solid]; +"324 dequantize_per_tensor_default_36" -> "368 add__3" [label="(1, 48, 14, 14)", style=solid]; +"325 dequantize_per_tensor_default_35" -> "332 conv2d_31" [label="(1, 48, 14, 14)", style=solid]; +"326 features_8_block_0_0_weight_bias" -> "332 conv2d_31" [label="(144,)", style=solid]; +"327 scale_updated_constant21" -> "329 mul_tensor_21" [label="(144, 1, 1, 1)", style=solid]; +"328 compressed_weight_updated_constant21" -> "329 mul_tensor_21" [label="(144, 48, 1, 1)", style=solid]; +"329 mul_tensor_21" -> "331 sub_tensor_21" [label="(144, 48, 1, 1)", style=solid]; +"330 zero_point_updated_constant21" -> "331 sub_tensor_21" [label="(144, 1, 1, 1)", style=solid]; +"331 sub_tensor_21" -> "332 conv2d_31" [label="(144, 48, 1, 1)", style=solid]; +"332 conv2d_31" -> "335 hardswish__9" [label="(1, 144, 14, 14)", style=solid]; +"333 hardswish__9_scale_0" -> "336 quantize_per_channel_default_29" [label="(144,)", style=solid]; +"333 hardswish__9_scale_0" -> "337 dequantize_per_channel_default_29" [label="(144,)", style=solid]; +"334 hardswish__9_zero_point_0" -> "336 quantize_per_channel_default_29" [label="(144,)", style=solid]; +"334 hardswish__9_zero_point_0" -> "337 dequantize_per_channel_default_29" [label="(144,)", style=solid]; +"335 hardswish__9" -> "336 quantize_per_channel_default_29" [label="(1, 144, 14, 14)", style=solid]; +"336 quantize_per_channel_default_29" -> "337 dequantize_per_channel_default_29" [label="(1, 144, 14, 14)", style=solid]; +"337 dequantize_per_channel_default_29" -> "344 conv2d_32" [label="(1, 144, 14, 14)", style=solid]; +"338 features_8_block_1_0_weight_bias" -> "344 conv2d_32" [label="(144,)", style=solid]; +"339 scale_updated_constant22" -> "341 mul_tensor_22" [label="(144, 1, 1, 1)", style=solid]; +"340 compressed_weight_updated_constant22" -> "341 mul_tensor_22" [label="(144, 1, 5, 5)", style=solid]; +"341 mul_tensor_22" -> "343 sub_tensor_22" [label="(144, 1, 5, 5)", style=solid]; +"342 zero_point_updated_constant22" -> "343 sub_tensor_22" [label="(144, 1, 1, 1)", style=solid]; +"343 sub_tensor_22" -> "344 conv2d_32" [label="(144, 1, 5, 5)", style=solid]; +"344 conv2d_32" -> "345 hardswish__10" [label="(1, 144, 14, 14)", style=solid]; +"345 hardswish__10" -> "346 quantize_per_tensor_default_28" [label="(1, 144, 14, 14)", style=solid]; +"346 quantize_per_tensor_default_28" -> "347 dequantize_per_tensor_default_38" [label="(1, 144, 14, 14)", style=solid]; +"346 quantize_per_tensor_default_28" -> "348 dequantize_per_tensor_default_37" [label="(1, 144, 14, 14)", style=solid]; +"347 dequantize_per_tensor_default_38" -> "356 mul_5" [label="(1, 144, 14, 14)", style=solid]; +"348 dequantize_per_tensor_default_37" -> "349 adaptive_avg_pool2d_5" [label="(1, 144, 14, 14)", style=solid]; +"349 adaptive_avg_pool2d_5" -> "350 conv2d_33" [label="(1, 144, 1, 1)", style=solid]; +"350 conv2d_33" -> "351 relu_5" [label="(1, 40, 1, 1)", style=solid]; +"351 relu_5" -> "352 conv2d_34" [label="(1, 40, 1, 1)", style=solid]; +"352 conv2d_34" -> "353 hardsigmoid_5" [label="(1, 144, 1, 1)", style=solid]; +"353 hardsigmoid_5" -> "354 quantize_per_tensor_default_29" [label="(1, 144, 1, 1)", style=solid]; +"354 quantize_per_tensor_default_29" -> "355 dequantize_per_tensor_default_39" [label="(1, 144, 1, 1)", style=solid]; +"355 dequantize_per_tensor_default_39" -> "356 mul_5" [label="(1, 144, 1, 1)", style=solid]; +"356 mul_5" -> "357 quantize_per_tensor_default_30" [label="(1, 144, 14, 14)", style=solid]; +"357 quantize_per_tensor_default_30" -> "358 dequantize_per_tensor_default_40" [label="(1, 144, 14, 14)", style=solid]; +"358 dequantize_per_tensor_default_40" -> "365 conv2d_35" [label="(1, 144, 14, 14)", style=solid]; +"359 features_8_block_3_0_weight_bias" -> "365 conv2d_35" [label="(48,)", style=solid]; +"360 scale_updated_constant23" -> "362 mul_tensor_23" [label="(48, 1, 1, 1)", style=solid]; +"361 compressed_weight_updated_constant23" -> "362 mul_tensor_23" [label="(48, 144, 1, 1)", style=solid]; +"362 mul_tensor_23" -> "364 sub_tensor_23" [label="(48, 144, 1, 1)", style=solid]; +"363 zero_point_updated_constant23" -> "364 sub_tensor_23" [label="(48, 1, 1, 1)", style=solid]; +"364 sub_tensor_23" -> "365 conv2d_35" [label="(48, 144, 1, 1)", style=solid]; +"365 conv2d_35" -> "366 quantize_per_tensor_default_31" [label="(1, 48, 14, 14)", style=solid]; +"366 quantize_per_tensor_default_31" -> "367 dequantize_per_tensor_default_41" [label="(1, 48, 14, 14)", style=solid]; +"367 dequantize_per_tensor_default_41" -> "368 add__3" [label="(1, 48, 14, 14)", style=solid]; +"368 add__3" -> "369 quantize_per_tensor_default_32" [label="(1, 48, 14, 14)", style=solid]; +"369 quantize_per_tensor_default_32" -> "370 dequantize_per_tensor_default_42" [label="(1, 48, 14, 14)", style=solid]; +"370 dequantize_per_tensor_default_42" -> "377 conv2d_36" [label="(1, 48, 14, 14)", style=solid]; +"371 features_9_block_0_0_weight_bias" -> "377 conv2d_36" [label="(288,)", style=solid]; +"372 scale_updated_constant24" -> "374 mul_tensor_24" [label="(288, 1, 1, 1)", style=solid]; +"373 compressed_weight_updated_constant24" -> "374 mul_tensor_24" [label="(288, 48, 1, 1)", style=solid]; +"374 mul_tensor_24" -> "376 sub_tensor_24" [label="(288, 48, 1, 1)", style=solid]; +"375 zero_point_updated_constant24" -> "376 sub_tensor_24" [label="(288, 1, 1, 1)", style=solid]; +"376 sub_tensor_24" -> "377 conv2d_36" [label="(288, 48, 1, 1)", style=solid]; +"377 conv2d_36" -> "380 hardswish__11" [label="(1, 288, 14, 14)", style=solid]; +"378 hardswish__11_scale_0" -> "381 quantize_per_channel_default_33" [label="(288,)", style=solid]; +"378 hardswish__11_scale_0" -> "382 dequantize_per_channel_default_33" [label="(288,)", style=solid]; +"379 hardswish__11_zero_point_0" -> "381 quantize_per_channel_default_33" [label="(288,)", style=solid]; +"379 hardswish__11_zero_point_0" -> "382 dequantize_per_channel_default_33" [label="(288,)", style=solid]; +"380 hardswish__11" -> "381 quantize_per_channel_default_33" [label="(1, 288, 14, 14)", style=solid]; +"381 quantize_per_channel_default_33" -> "382 dequantize_per_channel_default_33" [label="(1, 288, 14, 14)", style=solid]; +"382 dequantize_per_channel_default_33" -> "389 conv2d_37" [label="(1, 288, 14, 14)", style=solid]; +"383 features_9_block_1_0_weight_bias" -> "389 conv2d_37" [label="(288,)", style=solid]; +"384 scale_updated_constant25" -> "386 mul_tensor_25" [label="(288, 1, 1, 1)", style=solid]; +"385 compressed_weight_updated_constant25" -> "386 mul_tensor_25" [label="(288, 1, 5, 5)", style=solid]; +"386 mul_tensor_25" -> "388 sub_tensor_25" [label="(288, 1, 5, 5)", style=solid]; +"387 zero_point_updated_constant25" -> "388 sub_tensor_25" [label="(288, 1, 1, 1)", style=solid]; +"388 sub_tensor_25" -> "389 conv2d_37" [label="(288, 1, 5, 5)", style=solid]; +"389 conv2d_37" -> "390 hardswish__12" [label="(1, 288, 7, 7)", style=solid]; +"390 hardswish__12" -> "391 quantize_per_tensor_default_33" [label="(1, 288, 7, 7)", style=solid]; +"391 quantize_per_tensor_default_33" -> "392 dequantize_per_tensor_default_44" [label="(1, 288, 7, 7)", style=solid]; +"391 quantize_per_tensor_default_33" -> "393 dequantize_per_tensor_default_43" [label="(1, 288, 7, 7)", style=solid]; +"392 dequantize_per_tensor_default_44" -> "401 mul_6" [label="(1, 288, 7, 7)", style=solid]; +"393 dequantize_per_tensor_default_43" -> "394 adaptive_avg_pool2d_6" [label="(1, 288, 7, 7)", style=solid]; +"394 adaptive_avg_pool2d_6" -> "395 conv2d_38" [label="(1, 288, 1, 1)", style=solid]; +"395 conv2d_38" -> "396 relu_6" [label="(1, 72, 1, 1)", style=solid]; +"396 relu_6" -> "397 conv2d_39" [label="(1, 72, 1, 1)", style=solid]; +"397 conv2d_39" -> "398 hardsigmoid_6" [label="(1, 288, 1, 1)", style=solid]; +"398 hardsigmoid_6" -> "399 quantize_per_tensor_default_34" [label="(1, 288, 1, 1)", style=solid]; +"399 quantize_per_tensor_default_34" -> "400 dequantize_per_tensor_default_45" [label="(1, 288, 1, 1)", style=solid]; +"400 dequantize_per_tensor_default_45" -> "401 mul_6" [label="(1, 288, 1, 1)", style=solid]; +"401 mul_6" -> "402 quantize_per_tensor_default_35" [label="(1, 288, 7, 7)", style=solid]; +"402 quantize_per_tensor_default_35" -> "403 dequantize_per_tensor_default_46" [label="(1, 288, 7, 7)", style=solid]; +"403 dequantize_per_tensor_default_46" -> "410 conv2d_40" [label="(1, 288, 7, 7)", style=solid]; +"404 features_9_block_3_0_weight_bias" -> "410 conv2d_40" [label="(96,)", style=solid]; +"405 scale_updated_constant26" -> "407 mul_tensor_26" [label="(96, 1, 1, 1)", style=solid]; +"406 compressed_weight_updated_constant26" -> "407 mul_tensor_26" [label="(96, 288, 1, 1)", style=solid]; +"407 mul_tensor_26" -> "409 sub_tensor_26" [label="(96, 288, 1, 1)", style=solid]; +"408 zero_point_updated_constant26" -> "409 sub_tensor_26" [label="(96, 1, 1, 1)", style=solid]; +"409 sub_tensor_26" -> "410 conv2d_40" [label="(96, 288, 1, 1)", style=solid]; +"410 conv2d_40" -> "411 quantize_per_tensor_default_36" [label="(1, 96, 7, 7)", style=solid]; +"411 quantize_per_tensor_default_36" -> "412 dequantize_per_tensor_default_48" [label="(1, 96, 7, 7)", style=solid]; +"411 quantize_per_tensor_default_36" -> "413 dequantize_per_tensor_default_47" [label="(1, 96, 7, 7)", style=solid]; +"412 dequantize_per_tensor_default_48" -> "456 add__4" [label="(1, 96, 7, 7)", style=solid]; +"413 dequantize_per_tensor_default_47" -> "420 conv2d_41" [label="(1, 96, 7, 7)", style=solid]; +"414 features_10_block_0_0_weight_bias" -> "420 conv2d_41" [label="(576,)", style=solid]; +"415 scale_updated_constant27" -> "417 mul_tensor_27" [label="(576, 1, 1, 1)", style=solid]; +"416 compressed_weight_updated_constant27" -> "417 mul_tensor_27" [label="(576, 96, 1, 1)", style=solid]; +"417 mul_tensor_27" -> "419 sub_tensor_27" [label="(576, 96, 1, 1)", style=solid]; +"418 zero_point_updated_constant27" -> "419 sub_tensor_27" [label="(576, 1, 1, 1)", style=solid]; +"419 sub_tensor_27" -> "420 conv2d_41" [label="(576, 96, 1, 1)", style=solid]; +"420 conv2d_41" -> "423 hardswish__13" [label="(1, 576, 7, 7)", style=solid]; +"421 hardswish__13_scale_0" -> "424 quantize_per_channel_default_37" [label="(576,)", style=solid]; +"421 hardswish__13_scale_0" -> "425 dequantize_per_channel_default_37" [label="(576,)", style=solid]; +"422 hardswish__13_zero_point_0" -> "424 quantize_per_channel_default_37" [label="(576,)", style=solid]; +"422 hardswish__13_zero_point_0" -> "425 dequantize_per_channel_default_37" [label="(576,)", style=solid]; +"423 hardswish__13" -> "424 quantize_per_channel_default_37" [label="(1, 576, 7, 7)", style=solid]; +"424 quantize_per_channel_default_37" -> "425 dequantize_per_channel_default_37" [label="(1, 576, 7, 7)", style=solid]; +"425 dequantize_per_channel_default_37" -> "432 conv2d_42" [label="(1, 576, 7, 7)", style=solid]; +"426 features_10_block_1_0_weight_bias" -> "432 conv2d_42" [label="(576,)", style=solid]; +"427 scale_updated_constant28" -> "429 mul_tensor_28" [label="(576, 1, 1, 1)", style=solid]; +"428 compressed_weight_updated_constant28" -> "429 mul_tensor_28" [label="(576, 1, 5, 5)", style=solid]; +"429 mul_tensor_28" -> "431 sub_tensor_28" [label="(576, 1, 5, 5)", style=solid]; +"430 zero_point_updated_constant28" -> "431 sub_tensor_28" [label="(576, 1, 1, 1)", style=solid]; +"431 sub_tensor_28" -> "432 conv2d_42" [label="(576, 1, 5, 5)", style=solid]; +"432 conv2d_42" -> "433 hardswish__14" [label="(1, 576, 7, 7)", style=solid]; +"433 hardswish__14" -> "434 quantize_per_tensor_default_37" [label="(1, 576, 7, 7)", style=solid]; +"434 quantize_per_tensor_default_37" -> "435 dequantize_per_tensor_default_50" [label="(1, 576, 7, 7)", style=solid]; +"434 quantize_per_tensor_default_37" -> "436 dequantize_per_tensor_default_49" [label="(1, 576, 7, 7)", style=solid]; +"435 dequantize_per_tensor_default_50" -> "444 mul_7" [label="(1, 576, 7, 7)", style=solid]; +"436 dequantize_per_tensor_default_49" -> "437 adaptive_avg_pool2d_7" [label="(1, 576, 7, 7)", style=solid]; +"437 adaptive_avg_pool2d_7" -> "438 conv2d_43" [label="(1, 576, 1, 1)", style=solid]; +"438 conv2d_43" -> "439 relu_7" [label="(1, 144, 1, 1)", style=solid]; +"439 relu_7" -> "440 conv2d_44" [label="(1, 144, 1, 1)", style=solid]; +"440 conv2d_44" -> "441 hardsigmoid_7" [label="(1, 576, 1, 1)", style=solid]; +"441 hardsigmoid_7" -> "442 quantize_per_tensor_default_38" [label="(1, 576, 1, 1)", style=solid]; +"442 quantize_per_tensor_default_38" -> "443 dequantize_per_tensor_default_51" [label="(1, 576, 1, 1)", style=solid]; +"443 dequantize_per_tensor_default_51" -> "444 mul_7" [label="(1, 576, 1, 1)", style=solid]; +"444 mul_7" -> "445 quantize_per_tensor_default_39" [label="(1, 576, 7, 7)", style=solid]; +"445 quantize_per_tensor_default_39" -> "446 dequantize_per_tensor_default_52" [label="(1, 576, 7, 7)", style=solid]; +"446 dequantize_per_tensor_default_52" -> "453 conv2d_45" [label="(1, 576, 7, 7)", style=solid]; +"447 features_10_block_3_0_weight_bias" -> "453 conv2d_45" [label="(96,)", style=solid]; +"448 scale_updated_constant29" -> "450 mul_tensor_29" [label="(96, 1, 1, 1)", style=solid]; +"449 compressed_weight_updated_constant29" -> "450 mul_tensor_29" [label="(96, 576, 1, 1)", style=solid]; +"450 mul_tensor_29" -> "452 sub_tensor_29" [label="(96, 576, 1, 1)", style=solid]; +"451 zero_point_updated_constant29" -> "452 sub_tensor_29" [label="(96, 1, 1, 1)", style=solid]; +"452 sub_tensor_29" -> "453 conv2d_45" [label="(96, 576, 1, 1)", style=solid]; +"453 conv2d_45" -> "454 quantize_per_tensor_default_40" [label="(1, 96, 7, 7)", style=solid]; +"454 quantize_per_tensor_default_40" -> "455 dequantize_per_tensor_default_53" [label="(1, 96, 7, 7)", style=solid]; +"455 dequantize_per_tensor_default_53" -> "456 add__4" [label="(1, 96, 7, 7)", style=solid]; +"456 add__4" -> "457 quantize_per_tensor_default_41" [label="(1, 96, 7, 7)", style=solid]; +"457 quantize_per_tensor_default_41" -> "458 dequantize_per_tensor_default_55" [label="(1, 96, 7, 7)", style=solid]; +"457 quantize_per_tensor_default_41" -> "459 dequantize_per_tensor_default_54" [label="(1, 96, 7, 7)", style=solid]; +"458 dequantize_per_tensor_default_55" -> "502 add__5" [label="(1, 96, 7, 7)", style=solid]; +"459 dequantize_per_tensor_default_54" -> "466 conv2d_46" [label="(1, 96, 7, 7)", style=solid]; +"460 features_11_block_0_0_weight_bias" -> "466 conv2d_46" [label="(576,)", style=solid]; +"461 scale_updated_constant30" -> "463 mul_tensor_30" [label="(576, 1, 1, 1)", style=solid]; +"462 compressed_weight_updated_constant30" -> "463 mul_tensor_30" [label="(576, 96, 1, 1)", style=solid]; +"463 mul_tensor_30" -> "465 sub_tensor_30" [label="(576, 96, 1, 1)", style=solid]; +"464 zero_point_updated_constant30" -> "465 sub_tensor_30" [label="(576, 1, 1, 1)", style=solid]; +"465 sub_tensor_30" -> "466 conv2d_46" [label="(576, 96, 1, 1)", style=solid]; +"466 conv2d_46" -> "469 hardswish__15" [label="(1, 576, 7, 7)", style=solid]; +"467 hardswish__15_scale_0" -> "470 quantize_per_channel_default_41" [label="(576,)", style=solid]; +"467 hardswish__15_scale_0" -> "471 dequantize_per_channel_default_41" [label="(576,)", style=solid]; +"468 hardswish__15_zero_point_0" -> "470 quantize_per_channel_default_41" [label="(576,)", style=solid]; +"468 hardswish__15_zero_point_0" -> "471 dequantize_per_channel_default_41" [label="(576,)", style=solid]; +"469 hardswish__15" -> "470 quantize_per_channel_default_41" [label="(1, 576, 7, 7)", style=solid]; +"470 quantize_per_channel_default_41" -> "471 dequantize_per_channel_default_41" [label="(1, 576, 7, 7)", style=solid]; +"471 dequantize_per_channel_default_41" -> "478 conv2d_47" [label="(1, 576, 7, 7)", style=solid]; +"472 features_11_block_1_0_weight_bias" -> "478 conv2d_47" [label="(576,)", style=solid]; +"473 scale_updated_constant31" -> "475 mul_tensor_31" [label="(576, 1, 1, 1)", style=solid]; +"474 compressed_weight_updated_constant31" -> "475 mul_tensor_31" [label="(576, 1, 5, 5)", style=solid]; +"475 mul_tensor_31" -> "477 sub_tensor_31" [label="(576, 1, 5, 5)", style=solid]; +"476 zero_point_updated_constant31" -> "477 sub_tensor_31" [label="(576, 1, 1, 1)", style=solid]; +"477 sub_tensor_31" -> "478 conv2d_47" [label="(576, 1, 5, 5)", style=solid]; +"478 conv2d_47" -> "479 hardswish__16" [label="(1, 576, 7, 7)", style=solid]; +"479 hardswish__16" -> "480 quantize_per_tensor_default_42" [label="(1, 576, 7, 7)", style=solid]; +"480 quantize_per_tensor_default_42" -> "481 dequantize_per_tensor_default_57" [label="(1, 576, 7, 7)", style=solid]; +"480 quantize_per_tensor_default_42" -> "482 dequantize_per_tensor_default_56" [label="(1, 576, 7, 7)", style=solid]; +"481 dequantize_per_tensor_default_57" -> "490 mul_8" [label="(1, 576, 7, 7)", style=solid]; +"482 dequantize_per_tensor_default_56" -> "483 adaptive_avg_pool2d_8" [label="(1, 576, 7, 7)", style=solid]; +"483 adaptive_avg_pool2d_8" -> "484 conv2d_48" [label="(1, 576, 1, 1)", style=solid]; +"484 conv2d_48" -> "485 relu_8" [label="(1, 144, 1, 1)", style=solid]; +"485 relu_8" -> "486 conv2d_49" [label="(1, 144, 1, 1)", style=solid]; +"486 conv2d_49" -> "487 hardsigmoid_8" [label="(1, 576, 1, 1)", style=solid]; +"487 hardsigmoid_8" -> "488 quantize_per_tensor_default_43" [label="(1, 576, 1, 1)", style=solid]; +"488 quantize_per_tensor_default_43" -> "489 dequantize_per_tensor_default_58" [label="(1, 576, 1, 1)", style=solid]; +"489 dequantize_per_tensor_default_58" -> "490 mul_8" [label="(1, 576, 1, 1)", style=solid]; +"490 mul_8" -> "491 quantize_per_tensor_default_44" [label="(1, 576, 7, 7)", style=solid]; +"491 quantize_per_tensor_default_44" -> "492 dequantize_per_tensor_default_59" [label="(1, 576, 7, 7)", style=solid]; +"492 dequantize_per_tensor_default_59" -> "499 conv2d_50" [label="(1, 576, 7, 7)", style=solid]; +"493 features_11_block_3_0_weight_bias" -> "499 conv2d_50" [label="(96,)", style=solid]; +"494 scale_updated_constant32" -> "496 mul_tensor_32" [label="(96, 1, 1, 1)", style=solid]; +"495 compressed_weight_updated_constant32" -> "496 mul_tensor_32" [label="(96, 576, 1, 1)", style=solid]; +"496 mul_tensor_32" -> "498 sub_tensor_32" [label="(96, 576, 1, 1)", style=solid]; +"497 zero_point_updated_constant32" -> "498 sub_tensor_32" [label="(96, 1, 1, 1)", style=solid]; +"498 sub_tensor_32" -> "499 conv2d_50" [label="(96, 576, 1, 1)", style=solid]; +"499 conv2d_50" -> "500 quantize_per_tensor_default_45" [label="(1, 96, 7, 7)", style=solid]; +"500 quantize_per_tensor_default_45" -> "501 dequantize_per_tensor_default_60" [label="(1, 96, 7, 7)", style=solid]; +"501 dequantize_per_tensor_default_60" -> "502 add__5" [label="(1, 96, 7, 7)", style=solid]; +"502 add__5" -> "503 quantize_per_tensor_default_46" [label="(1, 96, 7, 7)", style=solid]; +"503 quantize_per_tensor_default_46" -> "504 dequantize_per_tensor_default_61" [label="(1, 96, 7, 7)", style=solid]; +"504 dequantize_per_tensor_default_61" -> "511 conv2d_51" [label="(1, 96, 7, 7)", style=solid]; +"505 features_12_0_weight_bias" -> "511 conv2d_51" [label="(576,)", style=solid]; +"506 scale_updated_constant33" -> "508 mul_tensor_33" [label="(576, 1, 1, 1)", style=solid]; +"507 compressed_weight_updated_constant33" -> "508 mul_tensor_33" [label="(576, 96, 1, 1)", style=solid]; +"508 mul_tensor_33" -> "510 sub_tensor_33" [label="(576, 96, 1, 1)", style=solid]; +"509 zero_point_updated_constant33" -> "510 sub_tensor_33" [label="(576, 1, 1, 1)", style=solid]; +"510 sub_tensor_33" -> "511 conv2d_51" [label="(576, 96, 1, 1)", style=solid]; +"511 conv2d_51" -> "512 hardswish__17" [label="(1, 576, 7, 7)", style=solid]; +"512 hardswish__17" -> "513 quantize_per_tensor_default_47" [label="(1, 576, 7, 7)", style=solid]; +"513 quantize_per_tensor_default_47" -> "514 dequantize_per_tensor_default_62" [label="(1, 576, 7, 7)", style=solid]; +"514 dequantize_per_tensor_default_62" -> "515 adaptive_avg_pool2d_9" [label="(1, 576, 7, 7)", style=solid]; +"515 adaptive_avg_pool2d_9" -> "516 quantize_per_tensor_default_48" [label="(1, 576, 1, 1)", style=solid]; +"516 quantize_per_tensor_default_48" -> "517 dequantize_per_tensor_default_63" [label="(1, 576, 1, 1)", style=solid]; +"517 dequantize_per_tensor_default_63" -> "518 flatten" [label="(1, 576, 1, 1)", style=solid]; +"518 flatten" -> "524 linear" [label="(1, 576)", style=solid]; +"519 scale_updated_constant34" -> "521 mul_tensor_34" [label="(1024, 1)", style=solid]; +"520 compressed_weight_updated_constant34" -> "521 mul_tensor_34" [label="(1024, 576)", style=solid]; +"521 mul_tensor_34" -> "523 sub_tensor_34" [label="(1024, 576)", style=solid]; +"522 zero_point_updated_constant34" -> "523 sub_tensor_34" [label="(1024, 1)", style=solid]; +"523 sub_tensor_34" -> "524 linear" [label="(1024, 576)", style=solid]; +"524 linear" -> "525 hardswish__18" [label="(1, 1024)", style=solid]; +"525 hardswish__18" -> "526 quantize_per_tensor_default_49" [label="(1, 1024)", style=solid]; +"526 quantize_per_tensor_default_49" -> "527 dequantize_per_tensor_default_64" [label="(1, 1024)", style=solid]; +"527 dequantize_per_tensor_default_64" -> "528 dropout_" [label="(1, 1024)", style=solid]; +"528 dropout_" -> "534 linear_1" [label="(1, 1024)", 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]; +"532 zero_point_updated_constant35" -> "533 sub_tensor_35" [label="(1000, 1)", style=solid]; +"533 sub_tensor_35" -> "534 linear_1" [label="(1000, 1024)", style=solid]; +"534 linear_1" -> "535 output" [label="(1, 1000)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/resnet18.dot b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/resnet18.dot new file mode 100644 index 00000000000..d819ff3299e --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/resnet18.dot @@ -0,0 +1,497 @@ +strict digraph { +"0 fc_bias" [id=0, type=get_attr]; +"1 x" [id=1, type=input]; +"2 quantize_per_tensor_default" [id=2, type=quantize_per_tensor]; +"3 dequantize_per_tensor_default" [id=3, type=dequantize_per_tensor]; +"4 conv1_weight_bias" [id=4, type=get_attr]; +"5 scale_updated_constant0" [id=5, type=get_attr]; +"6 compressed_weight_updated_constant0" [id=6, type=get_attr]; +"7 mul_tensor" [id=7, type=mul]; +"8 zero_point_updated_constant0" [id=8, type=get_attr]; +"9 sub_tensor" [id=9, type=sub]; +"10 conv2d" [id=10, type=conv2d]; +"11 relu_" [id=11, type=relu_]; +"12 quantize_per_tensor_default_1" [id=12, type=quantize_per_tensor]; +"13 dequantize_per_tensor_default_1" [id=13, type=dequantize_per_tensor]; +"14 max_pool2d" [id=14, type=max_pool2d]; +"15 layer1_0_conv1_weight_bias" [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]; +"19 zero_point_updated_constant1" [id=19, type=get_attr]; +"20 sub_tensor_1" [id=20, type=sub]; +"21 conv2d_1" [id=21, type=conv2d]; +"22 relu__1" [id=22, type=relu_]; +"23 quantize_per_tensor_default_2" [id=23, type=quantize_per_tensor]; +"24 dequantize_per_tensor_default_2" [id=24, type=dequantize_per_tensor]; +"25 layer1_0_conv2_weight_bias" [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]; +"29 zero_point_updated_constant2" [id=29, type=get_attr]; +"30 sub_tensor_2" [id=30, type=sub]; +"31 conv2d_2" [id=31, type=conv2d]; +"32 quantize_per_tensor_default_3" [id=32, type=quantize_per_tensor]; +"33 dequantize_per_tensor_default_3" [id=33, type=dequantize_per_tensor]; +"34 add_" [id=34, type=add_]; +"35 relu__2" [id=35, type=relu_]; +"36 quantize_per_tensor_default_4" [id=36, type=quantize_per_tensor]; +"37 dequantize_per_tensor_default_5" [id=37, type=dequantize_per_tensor]; +"38 dequantize_per_tensor_default_4" [id=38, type=dequantize_per_tensor]; +"39 layer1_1_conv1_weight_bias" [id=39, type=get_attr]; +"40 scale_updated_constant3" [id=40, type=get_attr]; +"41 compressed_weight_updated_constant3" [id=41, type=get_attr]; +"42 mul_tensor_3" [id=42, type=mul]; +"43 zero_point_updated_constant3" [id=43, type=get_attr]; +"44 sub_tensor_3" [id=44, type=sub]; +"45 conv2d_3" [id=45, type=conv2d]; +"46 relu__3" [id=46, type=relu_]; +"47 quantize_per_tensor_default_5" [id=47, type=quantize_per_tensor]; +"48 dequantize_per_tensor_default_6" [id=48, type=dequantize_per_tensor]; +"49 layer1_1_conv2_weight_bias" [id=49, type=get_attr]; +"50 scale_updated_constant4" [id=50, type=get_attr]; +"51 compressed_weight_updated_constant4" [id=51, type=get_attr]; +"52 mul_tensor_4" [id=52, type=mul]; +"53 zero_point_updated_constant4" [id=53, type=get_attr]; +"54 sub_tensor_4" [id=54, type=sub]; +"55 conv2d_4" [id=55, type=conv2d]; +"56 quantize_per_tensor_default_6" [id=56, type=quantize_per_tensor]; +"57 dequantize_per_tensor_default_7" [id=57, type=dequantize_per_tensor]; +"58 add__1" [id=58, type=add_]; +"59 relu__4" [id=59, type=relu_]; +"60 quantize_per_tensor_default_7" [id=60, type=quantize_per_tensor]; +"61 dequantize_per_tensor_default_9" [id=61, type=dequantize_per_tensor]; +"62 dequantize_per_tensor_default_8" [id=62, type=dequantize_per_tensor]; +"63 layer2_0_conv1_weight_bias" [id=63, type=get_attr]; +"64 scale_updated_constant5" [id=64, type=get_attr]; +"65 compressed_weight_updated_constant5" [id=65, type=get_attr]; +"66 mul_tensor_5" [id=66, type=mul]; +"67 zero_point_updated_constant5" [id=67, type=get_attr]; +"68 sub_tensor_5" [id=68, type=sub]; +"69 conv2d_5" [id=69, type=conv2d]; +"70 relu__5" [id=70, type=relu_]; +"71 quantize_per_tensor_default_8" [id=71, type=quantize_per_tensor]; +"72 dequantize_per_tensor_default_10" [id=72, type=dequantize_per_tensor]; +"73 layer2_0_conv2_weight_bias" [id=73, type=get_attr]; +"74 scale_updated_constant6" [id=74, type=get_attr]; +"75 compressed_weight_updated_constant6" [id=75, type=get_attr]; +"76 mul_tensor_6" [id=76, type=mul]; +"77 zero_point_updated_constant6" [id=77, type=get_attr]; +"78 sub_tensor_6" [id=78, type=sub]; +"79 conv2d_6" [id=79, type=conv2d]; +"80 quantize_per_tensor_default_9" [id=80, type=quantize_per_tensor]; +"81 dequantize_per_tensor_default_11" [id=81, type=dequantize_per_tensor]; +"82 layer2_0_downsample_0_weight_bias" [id=82, type=get_attr]; +"83 scale_updated_constant7" [id=83, type=get_attr]; +"84 compressed_weight_updated_constant7" [id=84, type=get_attr]; +"85 mul_tensor_7" [id=85, type=mul]; +"86 zero_point_updated_constant7" [id=86, type=get_attr]; +"87 sub_tensor_7" [id=87, type=sub]; +"88 conv2d_7" [id=88, type=conv2d]; +"89 quantize_per_tensor_default_10" [id=89, type=quantize_per_tensor]; +"90 dequantize_per_tensor_default_12" [id=90, type=dequantize_per_tensor]; +"91 add__2" [id=91, type=add_]; +"92 relu__6" [id=92, type=relu_]; +"93 quantize_per_tensor_default_11" [id=93, type=quantize_per_tensor]; +"94 dequantize_per_tensor_default_14" [id=94, type=dequantize_per_tensor]; +"95 dequantize_per_tensor_default_13" [id=95, type=dequantize_per_tensor]; +"96 layer2_1_conv1_weight_bias" [id=96, type=get_attr]; +"97 scale_updated_constant8" [id=97, type=get_attr]; +"98 compressed_weight_updated_constant8" [id=98, type=get_attr]; +"99 mul_tensor_8" [id=99, type=mul]; +"100 zero_point_updated_constant8" [id=100, type=get_attr]; +"101 sub_tensor_8" [id=101, type=sub]; +"102 conv2d_8" [id=102, type=conv2d]; +"103 relu__7" [id=103, type=relu_]; +"104 quantize_per_tensor_default_12" [id=104, type=quantize_per_tensor]; +"105 dequantize_per_tensor_default_15" [id=105, type=dequantize_per_tensor]; +"106 layer2_1_conv2_weight_bias" [id=106, type=get_attr]; +"107 scale_updated_constant9" [id=107, type=get_attr]; +"108 compressed_weight_updated_constant9" [id=108, type=get_attr]; +"109 mul_tensor_9" [id=109, type=mul]; +"110 zero_point_updated_constant9" [id=110, type=get_attr]; +"111 sub_tensor_9" [id=111, type=sub]; +"112 conv2d_9" [id=112, type=conv2d]; +"113 quantize_per_tensor_default_13" [id=113, type=quantize_per_tensor]; +"114 dequantize_per_tensor_default_16" [id=114, type=dequantize_per_tensor]; +"115 add__3" [id=115, type=add_]; +"116 relu__8" [id=116, type=relu_]; +"117 quantize_per_tensor_default_14" [id=117, type=quantize_per_tensor]; +"118 dequantize_per_tensor_default_18" [id=118, type=dequantize_per_tensor]; +"119 dequantize_per_tensor_default_17" [id=119, type=dequantize_per_tensor]; +"120 layer3_0_conv1_weight_bias" [id=120, type=get_attr]; +"121 scale_updated_constant10" [id=121, type=get_attr]; +"122 compressed_weight_updated_constant10" [id=122, type=get_attr]; +"123 mul_tensor_10" [id=123, type=mul]; +"124 zero_point_updated_constant10" [id=124, type=get_attr]; +"125 sub_tensor_10" [id=125, type=sub]; +"126 conv2d_10" [id=126, type=conv2d]; +"127 relu__9" [id=127, type=relu_]; +"128 quantize_per_tensor_default_15" [id=128, type=quantize_per_tensor]; +"129 dequantize_per_tensor_default_19" [id=129, type=dequantize_per_tensor]; +"130 layer3_0_conv2_weight_bias" [id=130, type=get_attr]; +"131 scale_updated_constant11" [id=131, type=get_attr]; +"132 compressed_weight_updated_constant11" [id=132, type=get_attr]; +"133 mul_tensor_11" [id=133, type=mul]; +"134 zero_point_updated_constant11" [id=134, type=get_attr]; +"135 sub_tensor_11" [id=135, type=sub]; +"136 conv2d_11" [id=136, type=conv2d]; +"137 quantize_per_tensor_default_16" [id=137, type=quantize_per_tensor]; +"138 dequantize_per_tensor_default_20" [id=138, type=dequantize_per_tensor]; +"139 layer3_0_downsample_0_weight_bias" [id=139, type=get_attr]; +"140 scale_updated_constant12" [id=140, type=get_attr]; +"141 compressed_weight_updated_constant12" [id=141, type=get_attr]; +"142 mul_tensor_12" [id=142, type=mul]; +"143 zero_point_updated_constant12" [id=143, type=get_attr]; +"144 sub_tensor_12" [id=144, type=sub]; +"145 conv2d_12" [id=145, type=conv2d]; +"146 quantize_per_tensor_default_17" [id=146, type=quantize_per_tensor]; +"147 dequantize_per_tensor_default_21" [id=147, type=dequantize_per_tensor]; +"148 add__4" [id=148, type=add_]; +"149 relu__10" [id=149, type=relu_]; +"150 quantize_per_tensor_default_18" [id=150, type=quantize_per_tensor]; +"151 dequantize_per_tensor_default_23" [id=151, type=dequantize_per_tensor]; +"152 dequantize_per_tensor_default_22" [id=152, type=dequantize_per_tensor]; +"153 layer3_1_conv1_weight_bias" [id=153, type=get_attr]; +"154 scale_updated_constant13" [id=154, type=get_attr]; +"155 compressed_weight_updated_constant13" [id=155, type=get_attr]; +"156 mul_tensor_13" [id=156, type=mul]; +"157 zero_point_updated_constant13" [id=157, type=get_attr]; +"158 sub_tensor_13" [id=158, type=sub]; +"159 conv2d_13" [id=159, type=conv2d]; +"160 relu__11" [id=160, type=relu_]; +"161 quantize_per_tensor_default_19" [id=161, type=quantize_per_tensor]; +"162 dequantize_per_tensor_default_24" [id=162, type=dequantize_per_tensor]; +"163 layer3_1_conv2_weight_bias" [id=163, type=get_attr]; +"164 scale_updated_constant14" [id=164, type=get_attr]; +"165 compressed_weight_updated_constant14" [id=165, type=get_attr]; +"166 mul_tensor_14" [id=166, type=mul]; +"167 zero_point_updated_constant14" [id=167, type=get_attr]; +"168 sub_tensor_14" [id=168, type=sub]; +"169 conv2d_14" [id=169, type=conv2d]; +"170 quantize_per_tensor_default_20" [id=170, type=quantize_per_tensor]; +"171 dequantize_per_tensor_default_25" [id=171, type=dequantize_per_tensor]; +"172 add__5" [id=172, type=add_]; +"173 relu__12" [id=173, type=relu_]; +"174 quantize_per_tensor_default_21" [id=174, type=quantize_per_tensor]; +"175 dequantize_per_tensor_default_27" [id=175, type=dequantize_per_tensor]; +"176 dequantize_per_tensor_default_26" [id=176, type=dequantize_per_tensor]; +"177 layer4_0_conv1_weight_bias" [id=177, type=get_attr]; +"178 scale_updated_constant15" [id=178, type=get_attr]; +"179 compressed_weight_updated_constant15" [id=179, type=get_attr]; +"180 mul_tensor_15" [id=180, type=mul]; +"181 zero_point_updated_constant15" [id=181, type=get_attr]; +"182 sub_tensor_15" [id=182, type=sub]; +"183 conv2d_15" [id=183, type=conv2d]; +"184 relu__13" [id=184, type=relu_]; +"185 quantize_per_tensor_default_22" [id=185, type=quantize_per_tensor]; +"186 dequantize_per_tensor_default_28" [id=186, type=dequantize_per_tensor]; +"187 layer4_0_conv2_weight_bias" [id=187, type=get_attr]; 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add__6" [id=205, type=add_]; +"206 relu__14" [id=206, type=relu_]; +"207 quantize_per_tensor_default_25" [id=207, type=quantize_per_tensor]; +"208 dequantize_per_tensor_default_32" [id=208, type=dequantize_per_tensor]; +"209 dequantize_per_tensor_default_31" [id=209, type=dequantize_per_tensor]; +"210 layer4_1_conv1_weight_bias" [id=210, type=get_attr]; +"211 scale_updated_constant18" [id=211, type=get_attr]; +"212 compressed_weight_updated_constant18" [id=212, type=get_attr]; +"213 mul_tensor_18" [id=213, type=mul]; +"214 zero_point_updated_constant18" [id=214, type=get_attr]; +"215 sub_tensor_18" [id=215, type=sub]; +"216 conv2d_18" [id=216, type=conv2d]; +"217 relu__15" [id=217, type=relu_]; +"218 quantize_per_tensor_default_26" [id=218, type=quantize_per_tensor]; +"219 dequantize_per_tensor_default_33" [id=219, type=dequantize_per_tensor]; +"220 layer4_1_conv2_weight_bias" [id=220, type=get_attr]; +"221 scale_updated_constant19" [id=221, type=get_attr]; +"222 compressed_weight_updated_constant19" [id=222, type=get_attr]; +"223 mul_tensor_19" [id=223, type=mul]; +"224 zero_point_updated_constant19" [id=224, type=get_attr]; +"225 sub_tensor_19" [id=225, type=sub]; +"226 conv2d_19" [id=226, type=conv2d]; +"227 quantize_per_tensor_default_27" [id=227, type=quantize_per_tensor]; +"228 dequantize_per_tensor_default_34" [id=228, type=dequantize_per_tensor]; +"229 add__7" [id=229, type=add_]; +"230 relu__16" [id=230, type=relu_]; +"231 quantize_per_tensor_default_28" [id=231, type=quantize_per_tensor]; +"232 dequantize_per_tensor_default_35" [id=232, type=dequantize_per_tensor]; +"233 adaptive_avg_pool2d" [id=233, type=adaptive_avg_pool2d]; +"234 quantize_per_tensor_default_29" [id=234, type=quantize_per_tensor]; +"235 dequantize_per_tensor_default_36" [id=235, type=dequantize_per_tensor]; +"236 flatten" [id=236, type=flatten]; +"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]; +"240 zero_point_updated_constant20" [id=240, type=get_attr]; +"241 sub_tensor_20" [id=241, type=sub]; +"242 linear" [id=242, type=linear]; +"243 output" [id=243, type=output]; +"0 fc_bias" -> "242 linear" [label="(1000,)", style=solid]; +"1 x" -> "2 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; +"2 quantize_per_tensor_default" -> "3 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; +"3 dequantize_per_tensor_default" -> "10 conv2d" [label="(1, 3, 224, 224)", style=solid]; +"4 conv1_weight_bias" -> "10 conv2d" [label="(64,)", style=solid]; +"5 scale_updated_constant0" -> "7 mul_tensor" [label="(64, 1, 1, 1)", style=solid]; +"6 compressed_weight_updated_constant0" -> "7 mul_tensor" [label="(64, 3, 7, 7)", style=solid]; +"7 mul_tensor" -> "9 sub_tensor" [label="(64, 3, 7, 7)", style=solid]; +"8 zero_point_updated_constant0" -> "9 sub_tensor" [label="(64, 1, 1, 1)", style=solid]; +"9 sub_tensor" -> "10 conv2d" [label="(64, 3, 7, 7)", style=solid]; +"10 conv2d" -> "11 relu_" [label="(1, 64, 112, 112)", style=solid]; +"11 relu_" -> "12 quantize_per_tensor_default_1" [label="(1, 64, 112, 112)", style=solid]; +"12 quantize_per_tensor_default_1" -> "13 dequantize_per_tensor_default_1" [label="(1, 64, 112, 112)", style=solid]; +"13 dequantize_per_tensor_default_1" -> "14 max_pool2d" [label="(1, 64, 112, 112)", style=solid]; +"14 max_pool2d" -> "21 conv2d_1" [label="(1, 64, 56, 56)", style=solid]; +"14 max_pool2d" -> "34 add_" [label="(1, 64, 56, 56)", style=solid]; +"15 layer1_0_conv1_weight_bias" -> "21 conv2d_1" [label="(64,)", style=solid]; +"16 scale_updated_constant1" -> "18 mul_tensor_1" [label="(64, 1, 1, 1)", style=solid]; +"17 compressed_weight_updated_constant1" -> "18 mul_tensor_1" [label="(64, 64, 3, 3)", style=solid]; +"18 mul_tensor_1" -> "20 sub_tensor_1" [label="(64, 64, 3, 3)", style=solid]; +"19 zero_point_updated_constant1" -> "20 sub_tensor_1" [label="(64, 1, 1, 1)", style=solid]; +"20 sub_tensor_1" -> "21 conv2d_1" [label="(64, 64, 3, 3)", style=solid]; +"21 conv2d_1" -> "22 relu__1" [label="(1, 64, 56, 56)", style=solid]; +"22 relu__1" -> "23 quantize_per_tensor_default_2" [label="(1, 64, 56, 56)", style=solid]; +"23 quantize_per_tensor_default_2" -> "24 dequantize_per_tensor_default_2" [label="(1, 64, 56, 56)", style=solid]; +"24 dequantize_per_tensor_default_2" -> "31 conv2d_2" [label="(1, 64, 56, 56)", style=solid]; +"25 layer1_0_conv2_weight_bias" -> "31 conv2d_2" [label="(64,)", style=solid]; +"26 scale_updated_constant2" -> "28 mul_tensor_2" [label="(64, 1, 1, 1)", style=solid]; +"27 compressed_weight_updated_constant2" -> "28 mul_tensor_2" [label="(64, 64, 3, 3)", style=solid]; +"28 mul_tensor_2" -> "30 sub_tensor_2" [label="(64, 64, 3, 3)", style=solid]; +"29 zero_point_updated_constant2" -> "30 sub_tensor_2" [label="(64, 1, 1, 1)", style=solid]; +"30 sub_tensor_2" -> "31 conv2d_2" [label="(64, 64, 3, 3)", style=solid]; +"31 conv2d_2" -> "32 quantize_per_tensor_default_3" [label="(1, 64, 56, 56)", style=solid]; +"32 quantize_per_tensor_default_3" -> "33 dequantize_per_tensor_default_3" [label="(1, 64, 56, 56)", style=solid]; +"33 dequantize_per_tensor_default_3" -> "34 add_" [label="(1, 64, 56, 56)", style=solid]; +"34 add_" -> "35 relu__2" [label="(1, 64, 56, 56)", style=solid]; +"35 relu__2" -> "36 quantize_per_tensor_default_4" [label="(1, 64, 56, 56)", style=solid]; +"36 quantize_per_tensor_default_4" -> "37 dequantize_per_tensor_default_5" [label="(1, 64, 56, 56)", style=solid]; +"36 quantize_per_tensor_default_4" -> "38 dequantize_per_tensor_default_4" [label="(1, 64, 56, 56)", style=solid]; +"37 dequantize_per_tensor_default_5" -> "58 add__1" [label="(1, 64, 56, 56)", style=solid]; +"38 dequantize_per_tensor_default_4" -> "45 conv2d_3" [label="(1, 64, 56, 56)", style=solid]; +"39 layer1_1_conv1_weight_bias" -> "45 conv2d_3" [label="(64,)", style=solid]; +"40 scale_updated_constant3" -> "42 mul_tensor_3" [label="(64, 1, 1, 1)", style=solid]; +"41 compressed_weight_updated_constant3" -> "42 mul_tensor_3" [label="(64, 64, 3, 3)", style=solid]; +"42 mul_tensor_3" -> "44 sub_tensor_3" [label="(64, 64, 3, 3)", style=solid]; +"43 zero_point_updated_constant3" -> "44 sub_tensor_3" [label="(64, 1, 1, 1)", style=solid]; +"44 sub_tensor_3" -> "45 conv2d_3" [label="(64, 64, 3, 3)", style=solid]; +"45 conv2d_3" -> "46 relu__3" [label="(1, 64, 56, 56)", style=solid]; +"46 relu__3" -> "47 quantize_per_tensor_default_5" [label="(1, 64, 56, 56)", style=solid]; +"47 quantize_per_tensor_default_5" -> "48 dequantize_per_tensor_default_6" [label="(1, 64, 56, 56)", style=solid]; +"48 dequantize_per_tensor_default_6" -> "55 conv2d_4" [label="(1, 64, 56, 56)", style=solid]; +"49 layer1_1_conv2_weight_bias" -> "55 conv2d_4" [label="(64,)", style=solid]; +"50 scale_updated_constant4" -> "52 mul_tensor_4" [label="(64, 1, 1, 1)", style=solid]; +"51 compressed_weight_updated_constant4" -> "52 mul_tensor_4" [label="(64, 64, 3, 3)", style=solid]; +"52 mul_tensor_4" -> "54 sub_tensor_4" [label="(64, 64, 3, 3)", style=solid]; +"53 zero_point_updated_constant4" -> "54 sub_tensor_4" [label="(64, 1, 1, 1)", style=solid]; +"54 sub_tensor_4" -> "55 conv2d_4" [label="(64, 64, 3, 3)", style=solid]; +"55 conv2d_4" -> "56 quantize_per_tensor_default_6" [label="(1, 64, 56, 56)", style=solid]; +"56 quantize_per_tensor_default_6" -> "57 dequantize_per_tensor_default_7" [label="(1, 64, 56, 56)", style=solid]; +"57 dequantize_per_tensor_default_7" -> "58 add__1" [label="(1, 64, 56, 56)", style=solid]; +"58 add__1" -> "59 relu__4" [label="(1, 64, 56, 56)", style=solid]; +"59 relu__4" -> "60 quantize_per_tensor_default_7" [label="(1, 64, 56, 56)", style=solid]; +"60 quantize_per_tensor_default_7" -> "61 dequantize_per_tensor_default_9" [label="(1, 64, 56, 56)", style=solid]; +"60 quantize_per_tensor_default_7" -> "62 dequantize_per_tensor_default_8" [label="(1, 64, 56, 56)", style=solid]; +"61 dequantize_per_tensor_default_9" -> "88 conv2d_7" [label="(1, 64, 56, 56)", style=solid]; +"62 dequantize_per_tensor_default_8" -> "69 conv2d_5" [label="(1, 64, 56, 56)", style=solid]; +"63 layer2_0_conv1_weight_bias" -> "69 conv2d_5" [label="(128,)", style=solid]; +"64 scale_updated_constant5" -> "66 mul_tensor_5" [label="(128, 1, 1, 1)", style=solid]; +"65 compressed_weight_updated_constant5" -> "66 mul_tensor_5" [label="(128, 64, 3, 3)", style=solid]; +"66 mul_tensor_5" -> "68 sub_tensor_5" [label="(128, 64, 3, 3)", style=solid]; +"67 zero_point_updated_constant5" -> "68 sub_tensor_5" [label="(128, 1, 1, 1)", style=solid]; +"68 sub_tensor_5" -> "69 conv2d_5" [label="(128, 64, 3, 3)", style=solid]; +"69 conv2d_5" -> "70 relu__5" [label="(1, 128, 28, 28)", style=solid]; +"70 relu__5" -> "71 quantize_per_tensor_default_8" [label="(1, 128, 28, 28)", style=solid]; +"71 quantize_per_tensor_default_8" -> "72 dequantize_per_tensor_default_10" [label="(1, 128, 28, 28)", style=solid]; +"72 dequantize_per_tensor_default_10" -> "79 conv2d_6" [label="(1, 128, 28, 28)", style=solid]; +"73 layer2_0_conv2_weight_bias" -> "79 conv2d_6" [label="(128,)", style=solid]; +"74 scale_updated_constant6" -> "76 mul_tensor_6" [label="(128, 1, 1, 1)", style=solid]; +"75 compressed_weight_updated_constant6" -> "76 mul_tensor_6" [label="(128, 128, 3, 3)", style=solid]; +"76 mul_tensor_6" -> "78 sub_tensor_6" [label="(128, 128, 3, 3)", style=solid]; +"77 zero_point_updated_constant6" -> "78 sub_tensor_6" [label="(128, 1, 1, 1)", style=solid]; +"78 sub_tensor_6" -> "79 conv2d_6" [label="(128, 128, 3, 3)", style=solid]; +"79 conv2d_6" -> "80 quantize_per_tensor_default_9" [label="(1, 128, 28, 28)", style=solid]; +"80 quantize_per_tensor_default_9" -> "81 dequantize_per_tensor_default_11" [label="(1, 128, 28, 28)", style=solid]; +"81 dequantize_per_tensor_default_11" -> "91 add__2" [label="(1, 128, 28, 28)", style=solid]; +"82 layer2_0_downsample_0_weight_bias" -> "88 conv2d_7" [label="(128,)", style=solid]; +"83 scale_updated_constant7" -> "85 mul_tensor_7" [label="(128, 1, 1, 1)", style=solid]; +"84 compressed_weight_updated_constant7" -> "85 mul_tensor_7" [label="(128, 64, 1, 1)", style=solid]; +"85 mul_tensor_7" -> "87 sub_tensor_7" [label="(128, 64, 1, 1)", style=solid]; +"86 zero_point_updated_constant7" -> "87 sub_tensor_7" [label="(128, 1, 1, 1)", style=solid]; +"87 sub_tensor_7" -> "88 conv2d_7" [label="(128, 64, 1, 1)", style=solid]; +"88 conv2d_7" -> "89 quantize_per_tensor_default_10" [label="(1, 128, 28, 28)", style=solid]; +"89 quantize_per_tensor_default_10" -> "90 dequantize_per_tensor_default_12" [label="(1, 128, 28, 28)", style=solid]; +"90 dequantize_per_tensor_default_12" -> "91 add__2" [label="(1, 128, 28, 28)", style=solid]; +"91 add__2" -> "92 relu__6" [label="(1, 128, 28, 28)", style=solid]; +"92 relu__6" -> "93 quantize_per_tensor_default_11" [label="(1, 128, 28, 28)", style=solid]; 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quantize_per_tensor_default_13" -> "114 dequantize_per_tensor_default_16" [label="(1, 128, 28, 28)", style=solid]; +"114 dequantize_per_tensor_default_16" -> "115 add__3" [label="(1, 128, 28, 28)", style=solid]; +"115 add__3" -> "116 relu__8" [label="(1, 128, 28, 28)", style=solid]; +"116 relu__8" -> "117 quantize_per_tensor_default_14" [label="(1, 128, 28, 28)", style=solid]; +"117 quantize_per_tensor_default_14" -> "118 dequantize_per_tensor_default_18" [label="(1, 128, 28, 28)", style=solid]; +"117 quantize_per_tensor_default_14" -> "119 dequantize_per_tensor_default_17" [label="(1, 128, 28, 28)", style=solid]; +"118 dequantize_per_tensor_default_18" -> "145 conv2d_12" [label="(1, 128, 28, 28)", style=solid]; +"119 dequantize_per_tensor_default_17" -> "126 conv2d_10" [label="(1, 128, 28, 28)", style=solid]; +"120 layer3_0_conv1_weight_bias" -> "126 conv2d_10" [label="(256,)", style=solid]; +"121 scale_updated_constant10" -> "123 mul_tensor_10" [label="(256, 1, 1, 1)", style=solid]; 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mul_tensor_11" [label="(256, 256, 3, 3)", style=solid]; +"133 mul_tensor_11" -> "135 sub_tensor_11" [label="(256, 256, 3, 3)", style=solid]; +"134 zero_point_updated_constant11" -> "135 sub_tensor_11" [label="(256, 1, 1, 1)", style=solid]; +"135 sub_tensor_11" -> "136 conv2d_11" [label="(256, 256, 3, 3)", style=solid]; +"136 conv2d_11" -> "137 quantize_per_tensor_default_16" [label="(1, 256, 14, 14)", style=solid]; +"137 quantize_per_tensor_default_16" -> "138 dequantize_per_tensor_default_20" [label="(1, 256, 14, 14)", style=solid]; +"138 dequantize_per_tensor_default_20" -> "148 add__4" [label="(1, 256, 14, 14)", style=solid]; +"139 layer3_0_downsample_0_weight_bias" -> "145 conv2d_12" [label="(256,)", style=solid]; +"140 scale_updated_constant12" -> "142 mul_tensor_12" [label="(256, 1, 1, 1)", style=solid]; +"141 compressed_weight_updated_constant12" -> "142 mul_tensor_12" [label="(256, 128, 1, 1)", style=solid]; +"142 mul_tensor_12" -> "144 sub_tensor_12" [label="(256, 128, 1, 1)", style=solid]; +"143 zero_point_updated_constant12" -> "144 sub_tensor_12" [label="(256, 1, 1, 1)", style=solid]; +"144 sub_tensor_12" -> "145 conv2d_12" [label="(256, 128, 1, 1)", style=solid]; +"145 conv2d_12" -> "146 quantize_per_tensor_default_17" [label="(1, 256, 14, 14)", style=solid]; +"146 quantize_per_tensor_default_17" -> "147 dequantize_per_tensor_default_21" [label="(1, 256, 14, 14)", style=solid]; +"147 dequantize_per_tensor_default_21" -> "148 add__4" [label="(1, 256, 14, 14)", style=solid]; +"148 add__4" -> "149 relu__10" [label="(1, 256, 14, 14)", style=solid]; +"149 relu__10" -> "150 quantize_per_tensor_default_18" [label="(1, 256, 14, 14)", style=solid]; +"150 quantize_per_tensor_default_18" -> "151 dequantize_per_tensor_default_23" [label="(1, 256, 14, 14)", style=solid]; +"150 quantize_per_tensor_default_18" -> "152 dequantize_per_tensor_default_22" [label="(1, 256, 14, 14)", style=solid]; +"151 dequantize_per_tensor_default_23" -> "172 add__5" [label="(1, 256, 14, 14)", style=solid]; +"152 dequantize_per_tensor_default_22" -> "159 conv2d_13" [label="(1, 256, 14, 14)", style=solid]; +"153 layer3_1_conv1_weight_bias" -> "159 conv2d_13" [label="(256,)", style=solid]; +"154 scale_updated_constant13" -> "156 mul_tensor_13" [label="(256, 1, 1, 1)", style=solid]; +"155 compressed_weight_updated_constant13" -> "156 mul_tensor_13" [label="(256, 256, 3, 3)", style=solid]; +"156 mul_tensor_13" -> "158 sub_tensor_13" [label="(256, 256, 3, 3)", style=solid]; +"157 zero_point_updated_constant13" -> "158 sub_tensor_13" [label="(256, 1, 1, 1)", style=solid]; +"158 sub_tensor_13" -> "159 conv2d_13" [label="(256, 256, 3, 3)", style=solid]; +"159 conv2d_13" -> "160 relu__11" [label="(1, 256, 14, 14)", style=solid]; +"160 relu__11" -> "161 quantize_per_tensor_default_19" [label="(1, 256, 14, 14)", style=solid]; +"161 quantize_per_tensor_default_19" -> "162 dequantize_per_tensor_default_24" [label="(1, 256, 14, 14)", style=solid]; +"162 dequantize_per_tensor_default_24" -> "169 conv2d_14" [label="(1, 256, 14, 14)", style=solid]; +"163 layer3_1_conv2_weight_bias" -> "169 conv2d_14" [label="(256,)", style=solid]; +"164 scale_updated_constant14" -> "166 mul_tensor_14" [label="(256, 1, 1, 1)", style=solid]; +"165 compressed_weight_updated_constant14" -> "166 mul_tensor_14" [label="(256, 256, 3, 3)", style=solid]; +"166 mul_tensor_14" -> "168 sub_tensor_14" [label="(256, 256, 3, 3)", style=solid]; +"167 zero_point_updated_constant14" -> "168 sub_tensor_14" [label="(256, 1, 1, 1)", style=solid]; +"168 sub_tensor_14" -> "169 conv2d_14" [label="(256, 256, 3, 3)", style=solid]; +"169 conv2d_14" -> "170 quantize_per_tensor_default_20" [label="(1, 256, 14, 14)", style=solid]; +"170 quantize_per_tensor_default_20" -> "171 dequantize_per_tensor_default_25" [label="(1, 256, 14, 14)", style=solid]; +"171 dequantize_per_tensor_default_25" -> "172 add__5" [label="(1, 256, 14, 14)", style=solid]; +"172 add__5" -> "173 relu__12" [label="(1, 256, 14, 14)", style=solid]; +"173 relu__12" -> "174 quantize_per_tensor_default_21" [label="(1, 256, 14, 14)", style=solid]; +"174 quantize_per_tensor_default_21" -> "175 dequantize_per_tensor_default_27" [label="(1, 256, 14, 14)", style=solid]; +"174 quantize_per_tensor_default_21" -> "176 dequantize_per_tensor_default_26" [label="(1, 256, 14, 14)", style=solid]; +"175 dequantize_per_tensor_default_27" -> "202 conv2d_17" [label="(1, 256, 14, 14)", style=solid]; +"176 dequantize_per_tensor_default_26" -> "183 conv2d_15" [label="(1, 256, 14, 14)", style=solid]; +"177 layer4_0_conv1_weight_bias" -> "183 conv2d_15" [label="(512,)", style=solid]; +"178 scale_updated_constant15" -> "180 mul_tensor_15" [label="(512, 1, 1, 1)", style=solid]; +"179 compressed_weight_updated_constant15" -> "180 mul_tensor_15" [label="(512, 256, 3, 3)", style=solid]; +"180 mul_tensor_15" -> "182 sub_tensor_15" [label="(512, 256, 3, 3)", style=solid]; +"181 zero_point_updated_constant15" -> "182 sub_tensor_15" [label="(512, 1, 1, 1)", style=solid]; +"182 sub_tensor_15" -> "183 conv2d_15" [label="(512, 256, 3, 3)", style=solid]; +"183 conv2d_15" -> "184 relu__13" [label="(1, 512, 7, 7)", style=solid]; +"184 relu__13" -> "185 quantize_per_tensor_default_22" [label="(1, 512, 7, 7)", style=solid]; +"185 quantize_per_tensor_default_22" -> "186 dequantize_per_tensor_default_28" [label="(1, 512, 7, 7)", style=solid]; +"186 dequantize_per_tensor_default_28" -> "193 conv2d_16" [label="(1, 512, 7, 7)", style=solid]; +"187 layer4_0_conv2_weight_bias" -> "193 conv2d_16" [label="(512,)", style=solid]; +"188 scale_updated_constant16" -> "190 mul_tensor_16" [label="(512, 1, 1, 1)", style=solid]; +"189 compressed_weight_updated_constant16" -> "190 mul_tensor_16" [label="(512, 512, 3, 3)", style=solid]; +"190 mul_tensor_16" -> "192 sub_tensor_16" [label="(512, 512, 3, 3)", style=solid]; +"191 zero_point_updated_constant16" -> "192 sub_tensor_16" [label="(512, 1, 1, 1)", style=solid]; +"192 sub_tensor_16" -> "193 conv2d_16" [label="(512, 512, 3, 3)", style=solid]; +"193 conv2d_16" -> "194 quantize_per_tensor_default_23" [label="(1, 512, 7, 7)", style=solid]; +"194 quantize_per_tensor_default_23" -> "195 dequantize_per_tensor_default_29" [label="(1, 512, 7, 7)", style=solid]; +"195 dequantize_per_tensor_default_29" -> "205 add__6" [label="(1, 512, 7, 7)", style=solid]; +"196 layer4_0_downsample_0_weight_bias" -> "202 conv2d_17" [label="(512,)", style=solid]; +"197 scale_updated_constant17" -> "199 mul_tensor_17" [label="(512, 1, 1, 1)", style=solid]; +"198 compressed_weight_updated_constant17" -> "199 mul_tensor_17" [label="(512, 256, 1, 1)", style=solid]; +"199 mul_tensor_17" -> "201 sub_tensor_17" [label="(512, 256, 1, 1)", style=solid]; +"200 zero_point_updated_constant17" -> "201 sub_tensor_17" [label="(512, 1, 1, 1)", style=solid]; +"201 sub_tensor_17" -> "202 conv2d_17" [label="(512, 256, 1, 1)", style=solid]; +"202 conv2d_17" -> "203 quantize_per_tensor_default_24" [label="(1, 512, 7, 7)", style=solid]; +"203 quantize_per_tensor_default_24" -> "204 dequantize_per_tensor_default_30" [label="(1, 512, 7, 7)", style=solid]; +"204 dequantize_per_tensor_default_30" -> "205 add__6" [label="(1, 512, 7, 7)", style=solid]; +"205 add__6" -> "206 relu__14" [label="(1, 512, 7, 7)", style=solid]; +"206 relu__14" -> "207 quantize_per_tensor_default_25" [label="(1, 512, 7, 7)", style=solid]; +"207 quantize_per_tensor_default_25" -> "208 dequantize_per_tensor_default_32" [label="(1, 512, 7, 7)", style=solid]; +"207 quantize_per_tensor_default_25" -> "209 dequantize_per_tensor_default_31" [label="(1, 512, 7, 7)", style=solid]; +"208 dequantize_per_tensor_default_32" -> "229 add__7" [label="(1, 512, 7, 7)", style=solid]; +"209 dequantize_per_tensor_default_31" -> "216 conv2d_18" [label="(1, 512, 7, 7)", style=solid]; +"210 layer4_1_conv1_weight_bias" -> "216 conv2d_18" [label="(512,)", style=solid]; +"211 scale_updated_constant18" -> "213 mul_tensor_18" [label="(512, 1, 1, 1)", style=solid]; +"212 compressed_weight_updated_constant18" -> "213 mul_tensor_18" [label="(512, 512, 3, 3)", style=solid]; +"213 mul_tensor_18" -> "215 sub_tensor_18" [label="(512, 512, 3, 3)", style=solid]; +"214 zero_point_updated_constant18" -> "215 sub_tensor_18" [label="(512, 1, 1, 1)", style=solid]; +"215 sub_tensor_18" -> "216 conv2d_18" [label="(512, 512, 3, 3)", style=solid]; +"216 conv2d_18" -> "217 relu__15" [label="(1, 512, 7, 7)", style=solid]; +"217 relu__15" -> "218 quantize_per_tensor_default_26" [label="(1, 512, 7, 7)", style=solid]; +"218 quantize_per_tensor_default_26" -> "219 dequantize_per_tensor_default_33" [label="(1, 512, 7, 7)", style=solid]; +"219 dequantize_per_tensor_default_33" -> "226 conv2d_19" [label="(1, 512, 7, 7)", style=solid]; +"220 layer4_1_conv2_weight_bias" -> "226 conv2d_19" [label="(512,)", style=solid]; +"221 scale_updated_constant19" -> "223 mul_tensor_19" [label="(512, 1, 1, 1)", style=solid]; +"222 compressed_weight_updated_constant19" -> "223 mul_tensor_19" [label="(512, 512, 3, 3)", style=solid]; +"223 mul_tensor_19" -> "225 sub_tensor_19" [label="(512, 512, 3, 3)", style=solid]; +"224 zero_point_updated_constant19" -> "225 sub_tensor_19" [label="(512, 1, 1, 1)", style=solid]; +"225 sub_tensor_19" -> "226 conv2d_19" [label="(512, 512, 3, 3)", style=solid]; +"226 conv2d_19" -> "227 quantize_per_tensor_default_27" [label="(1, 512, 7, 7)", style=solid]; +"227 quantize_per_tensor_default_27" -> "228 dequantize_per_tensor_default_34" [label="(1, 512, 7, 7)", style=solid]; +"228 dequantize_per_tensor_default_34" -> "229 add__7" [label="(1, 512, 7, 7)", style=solid]; +"229 add__7" -> "230 relu__16" [label="(1, 512, 7, 7)", style=solid]; +"230 relu__16" -> "231 quantize_per_tensor_default_28" [label="(1, 512, 7, 7)", style=solid]; +"231 quantize_per_tensor_default_28" -> "232 dequantize_per_tensor_default_35" [label="(1, 512, 7, 7)", style=solid]; +"232 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--git a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/swin_v2_s.dot b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/swin_v2_s.dot new file mode 100644 index 00000000000..308b55dbef2 --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/swin_v2_s.dot @@ -0,0 +1,5264 @@ +strict digraph { +"0 features_1_0_attn_proj_bias" [id=0, type=get_attr]; +"1 features_1_1_attn_proj_bias" [id=1, type=get_attr]; +"2 features_3_0_attn_proj_bias" [id=2, type=get_attr]; +"3 features_3_1_attn_proj_bias" [id=3, type=get_attr]; +"4 features_5_0_attn_proj_bias" [id=4, type=get_attr]; +"5 features_5_1_attn_proj_bias" [id=5, type=get_attr]; +"6 features_5_2_attn_proj_bias" [id=6, type=get_attr]; +"7 features_5_3_attn_proj_bias" [id=7, type=get_attr]; +"8 features_5_4_attn_proj_bias" [id=8, type=get_attr]; +"9 features_5_5_attn_proj_bias" [id=9, type=get_attr]; +"10 features_5_6_attn_proj_bias" [id=10, type=get_attr]; +"11 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quantize_per_tensor_default_22" [id=513, type=quantize_per_tensor]; +"514 dequantize_per_tensor_default_22" [id=514, type=dequantize_per_tensor]; +"515 transpose_6" [id=515, type=transpose]; +"516 matmul_6" [id=516, type=matmul]; +"517 _frozen_param24" [id=517, type=get_attr]; +"518 mul_7" [id=518, type=mul]; +"519 add_10" [id=519, type=add]; +"520 new_zeros_1" [id=520, type=new_zeros]; +"521 view_18" [id=521, type=view]; +"522 permute_17" [id=522, type=permute]; +"523 reshape_15" [id=523, type=reshape]; +"524 unsqueeze_8" [id=524, type=unsqueeze]; +"525 unsqueeze_9" [id=525, type=unsqueeze]; +"526 sub_1" [id=526, type=sub]; +"527 ne_1" [id=527, type=ne]; +"528 masked_fill_2" [id=528, type=masked_fill]; +"529 eq_1" [id=529, type=eq]; +"530 masked_fill_3" [id=530, type=masked_fill]; +"531 view_19" [id=531, type=view]; +"532 unsqueeze_10" [id=532, type=unsqueeze]; +"533 unsqueeze_11" [id=533, type=unsqueeze]; +"534 add_11" [id=534, type=add]; +"535 view_20" [id=535, type=view]; +"536 softmax_3" [id=536, type=softmax]; +"537 dropout_12" [id=537, type=dropout]; +"538 matmul_7" [id=538, type=matmul]; +"539 transpose_7" [id=539, type=transpose]; +"540 reshape_16" [id=540, type=reshape]; +"541 reshape_16_0_0_nncf_smooth_quant_0" [id=541, type=call_module]; +"542 quantize_per_tensor_default_23" [id=542, type=quantize_per_tensor]; +"543 dequantize_per_tensor_default_23" [id=543, type=dequantize_per_tensor]; +"544 scale_updated_constant15" [id=544, type=get_attr]; +"545 compressed_weight_updated_constant15" [id=545, type=get_attr]; +"546 mul_tensor_15" [id=546, type=mul]; +"547 zero_point_updated_constant15" [id=547, type=get_attr]; +"548 sub_tensor_15" [id=548, type=sub]; +"549 linear_22" [id=549, type=linear]; +"550 dropout_13" [id=550, type=dropout]; +"551 view_21" [id=551, type=view]; +"552 permute_18" [id=552, type=permute]; +"553 reshape_17" [id=553, type=reshape]; +"554 roll_3" [id=554, type=roll]; +"555 slice_61" [id=555, type=slice]; +"556 slice_62" [id=556, 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quantize_per_tensor_default_103" [id=1800, type=quantize_per_tensor]; +"1801 dequantize_per_tensor_default_103" [id=1801, type=dequantize_per_tensor]; +"1802 scale_updated_constant69" [id=1802, type=get_attr]; +"1803 compressed_weight_updated_constant69" [id=1803, type=get_attr]; +"1804 mul_tensor_69" [id=1804, type=mul]; +"1805 zero_point_updated_constant69" [id=1805, type=get_attr]; +"1806 sub_tensor_69" [id=1806, type=sub]; +"1807 linear_102" [id=1807, type=linear]; +"1808 gelu_16" [id=1808, type=gelu]; +"1809 dropout_66" [id=1809, type=dropout]; +"1810 dropout_66_0_0_nncf_smooth_quant_0" [id=1810, type=call_module]; +"1811 quantize_per_tensor_default_104" [id=1811, type=quantize_per_tensor]; +"1812 dequantize_per_tensor_default_104" [id=1812, type=dequantize_per_tensor]; +"1813 scale_updated_constant70" [id=1813, type=get_attr]; +"1814 compressed_weight_updated_constant70" [id=1814, type=get_attr]; +"1815 mul_tensor_70" [id=1815, type=mul]; +"1816 zero_point_updated_constant70" [id=1816, type=get_attr]; +"1817 sub_tensor_70" [id=1817, type=sub]; +"1818 linear_103" [id=1818, type=linear]; +"1819 dropout_67" [id=1819, type=dropout]; +"1820 layer_norm_36" [id=1820, type=layer_norm]; +"1821 add_58" [id=1821, type=add]; +"1822 _frozen_param140" [id=1822, type=get_attr]; +"1823 pad_19" [id=1823, type=pad]; +"1824 roll_16" [id=1824, type=roll]; +"1825 view_94" [id=1825, type=view]; +"1826 permute_78" [id=1826, type=permute]; +"1827 reshape_76" [id=1827, type=reshape]; +"1828 _frozen_param141" [id=1828, type=get_attr]; +"1829 reshape_76_0_0_nncf_smooth_quant_0" [id=1829, type=call_module]; +"1830 quantize_per_tensor_default_105" [id=1830, type=quantize_per_tensor]; +"1831 dequantize_per_tensor_default_105" [id=1831, type=dequantize_per_tensor]; +"1832 scale_updated_constant71" [id=1832, type=get_attr]; +"1833 compressed_weight_updated_constant71" [id=1833, type=get_attr]; +"1834 mul_tensor_71" [id=1834, type=mul]; +"1835 zero_point_updated_constant71" [id=1835, type=get_attr]; +"1836 sub_tensor_71" [id=1836, type=sub]; +"1837 linear_106" [id=1837, type=linear]; +"1838 reshape_77" [id=1838, type=reshape]; +"1839 permute_79" [id=1839, type=permute]; +"1840 select_51" [id=1840, type=select]; +"1841 select_52" [id=1841, type=select]; +"1842 select_53" [id=1842, type=select]; +"1843 linalg_vector_norm_34" [id=1843, type=linalg_vector_norm]; +"1844 clamp_min_34" [id=1844, type=clamp_min]; +"1845 expand_as_34" [id=1845, type=expand_as]; +"1846 div_34" [id=1846, type=div]; +"1847 quantize_per_tensor_default_106" [id=1847, type=quantize_per_tensor]; +"1848 dequantize_per_tensor_default_106" [id=1848, type=dequantize_per_tensor]; +"1849 linalg_vector_norm_35" [id=1849, type=linalg_vector_norm]; +"1850 clamp_min_35" [id=1850, type=clamp_min]; +"1851 expand_as_35" [id=1851, type=expand_as]; +"1852 div_35" [id=1852, type=div]; +"1853 quantize_per_tensor_default_107" [id=1853, type=quantize_per_tensor]; +"1854 dequantize_per_tensor_default_107" [id=1854, type=dequantize_per_tensor]; +"1855 transpose_34" [id=1855, type=transpose]; +"1856 matmul_34" [id=1856, type=matmul]; +"1857 _frozen_param143" [id=1857, type=get_attr]; +"1858 mul_35" [id=1858, type=mul]; +"1859 add_59" [id=1859, type=add]; +"1860 new_zeros_8" [id=1860, type=new_zeros]; +"1861 view_95" [id=1861, type=view]; +"1862 permute_80" [id=1862, type=permute]; +"1863 reshape_78" [id=1863, type=reshape]; +"1864 unsqueeze_50" [id=1864, type=unsqueeze]; +"1865 unsqueeze_51" [id=1865, type=unsqueeze]; +"1866 sub_8" [id=1866, type=sub]; +"1867 ne_8" [id=1867, type=ne]; +"1868 masked_fill_16" [id=1868, type=masked_fill]; +"1869 eq_8" [id=1869, type=eq]; +"1870 masked_fill_17" [id=1870, type=masked_fill]; +"1871 view_96" [id=1871, type=view]; +"1872 unsqueeze_52" [id=1872, type=unsqueeze]; +"1873 unsqueeze_53" [id=1873, type=unsqueeze]; +"1874 add_60" [id=1874, type=add]; +"1875 view_97" [id=1875, type=view]; +"1876 softmax_17" [id=1876, type=softmax]; +"1877 dropout_68" [id=1877, type=dropout]; +"1878 matmul_35" [id=1878, type=matmul]; +"1879 transpose_35" [id=1879, type=transpose]; +"1880 reshape_79" [id=1880, type=reshape]; +"1881 reshape_79_0_0_nncf_smooth_quant_0" [id=1881, type=call_module]; +"1882 quantize_per_tensor_default_108" [id=1882, type=quantize_per_tensor]; +"1883 dequantize_per_tensor_default_108" [id=1883, type=dequantize_per_tensor]; +"1884 scale_updated_constant72" [id=1884, type=get_attr]; +"1885 compressed_weight_updated_constant72" [id=1885, type=get_attr]; +"1886 mul_tensor_72" [id=1886, type=mul]; +"1887 zero_point_updated_constant72" [id=1887, type=get_attr]; +"1888 sub_tensor_72" [id=1888, type=sub]; +"1889 linear_107" [id=1889, type=linear]; +"1890 dropout_69" [id=1890, type=dropout]; +"1891 view_98" [id=1891, type=view]; +"1892 permute_81" [id=1892, type=permute]; +"1893 reshape_80" [id=1893, type=reshape]; +"1894 roll_17" [id=1894, type=roll]; +"1895 slice_269" [id=1895, type=slice]; +"1896 slice_270" [id=1896, type=slice]; +"1897 slice_271" [id=1897, type=slice]; +"1898 slice_272" [id=1898, type=slice]; +"1899 contiguous_33" [id=1899, type=contiguous]; +"1900 layer_norm_37" [id=1900, type=layer_norm]; +"1901 add_61" [id=1901, type=add]; +"1902 add_61_0_0_nncf_smooth_quant_0" [id=1902, type=call_module]; +"1903 quantize_per_tensor_default_109" [id=1903, type=quantize_per_tensor]; +"1904 dequantize_per_tensor_default_109" [id=1904, type=dequantize_per_tensor]; +"1905 scale_updated_constant73" [id=1905, type=get_attr]; +"1906 compressed_weight_updated_constant73" [id=1906, type=get_attr]; +"1907 mul_tensor_73" [id=1907, type=mul]; +"1908 zero_point_updated_constant73" [id=1908, type=get_attr]; +"1909 sub_tensor_73" [id=1909, type=sub]; +"1910 linear_108" [id=1910, type=linear]; +"1911 gelu_17" [id=1911, type=gelu]; +"1912 dropout_70" [id=1912, type=dropout]; +"1913 dropout_70_0_0_nncf_smooth_quant_0" [id=1913, type=call_module]; +"1914 quantize_per_tensor_default_110" [id=1914, type=quantize_per_tensor]; +"1915 dequantize_per_tensor_default_110" [id=1915, type=dequantize_per_tensor]; +"1916 scale_updated_constant74" [id=1916, type=get_attr]; +"1917 compressed_weight_updated_constant74" [id=1917, type=get_attr]; +"1918 mul_tensor_74" [id=1918, type=mul]; +"1919 zero_point_updated_constant74" [id=1919, type=get_attr]; +"1920 sub_tensor_74" [id=1920, type=sub]; +"1921 linear_109" [id=1921, type=linear]; +"1922 dropout_71" [id=1922, type=dropout]; +"1923 layer_norm_38" [id=1923, type=layer_norm]; +"1924 add_62" [id=1924, type=add]; +"1925 _frozen_param153" [id=1925, type=get_attr]; +"1926 pad_20" [id=1926, type=pad]; +"1927 view_101" [id=1927, type=view]; +"1928 permute_83" [id=1928, type=permute]; +"1929 reshape_81" [id=1929, type=reshape]; +"1930 _frozen_param154" [id=1930, type=get_attr]; +"1931 reshape_81_0_0_nncf_smooth_quant_0" [id=1931, type=call_module]; +"1932 quantize_per_tensor_default_111" [id=1932, type=quantize_per_tensor]; +"1933 dequantize_per_tensor_default_111" [id=1933, type=dequantize_per_tensor]; +"1934 scale_updated_constant75" [id=1934, type=get_attr]; +"1935 compressed_weight_updated_constant75" [id=1935, type=get_attr]; +"1936 mul_tensor_75" [id=1936, type=mul]; +"1937 zero_point_updated_constant75" [id=1937, type=get_attr]; +"1938 sub_tensor_75" [id=1938, type=sub]; +"1939 linear_112" [id=1939, type=linear]; +"1940 reshape_82" [id=1940, type=reshape]; +"1941 permute_84" [id=1941, type=permute]; +"1942 select_54" [id=1942, type=select]; +"1943 select_55" [id=1943, type=select]; +"1944 select_56" [id=1944, type=select]; +"1945 linalg_vector_norm_36" [id=1945, type=linalg_vector_norm]; +"1946 clamp_min_36" [id=1946, type=clamp_min]; +"1947 expand_as_36" [id=1947, type=expand_as]; +"1948 div_36" [id=1948, type=div]; +"1949 quantize_per_tensor_default_112" [id=1949, type=quantize_per_tensor]; +"1950 dequantize_per_tensor_default_112" [id=1950, type=dequantize_per_tensor]; +"1951 linalg_vector_norm_37" [id=1951, type=linalg_vector_norm]; +"1952 clamp_min_37" [id=1952, type=clamp_min]; +"1953 expand_as_37" [id=1953, type=expand_as]; +"1954 div_37" [id=1954, type=div]; +"1955 quantize_per_tensor_default_113" [id=1955, type=quantize_per_tensor]; +"1956 dequantize_per_tensor_default_113" [id=1956, type=dequantize_per_tensor]; +"1957 transpose_36" [id=1957, type=transpose]; +"1958 matmul_36" [id=1958, type=matmul]; +"1959 _frozen_param156" [id=1959, type=get_attr]; +"1960 mul_37" [id=1960, type=mul]; +"1961 add_63" [id=1961, type=add]; +"1962 softmax_18" [id=1962, type=softmax]; +"1963 dropout_72" [id=1963, type=dropout]; +"1964 matmul_37" [id=1964, type=matmul]; +"1965 transpose_37" [id=1965, type=transpose]; +"1966 reshape_83" [id=1966, type=reshape]; +"1967 reshape_83_0_0_nncf_smooth_quant_0" [id=1967, type=call_module]; +"1968 quantize_per_tensor_default_114" [id=1968, type=quantize_per_tensor]; +"1969 dequantize_per_tensor_default_114" [id=1969, type=dequantize_per_tensor]; +"1970 scale_updated_constant76" [id=1970, type=get_attr]; +"1971 compressed_weight_updated_constant76" [id=1971, type=get_attr]; +"1972 mul_tensor_76" [id=1972, type=mul]; +"1973 zero_point_updated_constant76" [id=1973, type=get_attr]; +"1974 sub_tensor_76" [id=1974, type=sub]; +"1975 linear_113" [id=1975, type=linear]; +"1976 dropout_73" [id=1976, type=dropout]; +"1977 view_102" [id=1977, type=view]; +"1978 permute_85" [id=1978, type=permute]; +"1979 reshape_84" [id=1979, type=reshape]; +"1980 slice_274" [id=1980, type=slice]; +"1981 slice_275" [id=1981, type=slice]; +"1982 slice_276" [id=1982, type=slice]; +"1983 slice_277" [id=1983, type=slice]; +"1984 contiguous_35" [id=1984, type=contiguous]; +"1985 layer_norm_39" [id=1985, type=layer_norm]; +"1986 add_64" [id=1986, type=add]; +"1987 add_64_0_0_nncf_smooth_quant_0" [id=1987, type=call_module]; +"1988 quantize_per_tensor_default_115" [id=1988, type=quantize_per_tensor]; +"1989 dequantize_per_tensor_default_115" [id=1989, type=dequantize_per_tensor]; +"1990 scale_updated_constant77" [id=1990, type=get_attr]; +"1991 compressed_weight_updated_constant77" [id=1991, type=get_attr]; +"1992 mul_tensor_77" [id=1992, type=mul]; +"1993 zero_point_updated_constant77" [id=1993, type=get_attr]; +"1994 sub_tensor_77" [id=1994, type=sub]; +"1995 linear_114" [id=1995, type=linear]; +"1996 gelu_18" [id=1996, type=gelu]; +"1997 dropout_74" [id=1997, type=dropout]; +"1998 dropout_74_0_0_nncf_smooth_quant_0" [id=1998, type=call_module]; +"1999 quantize_per_tensor_default_116" [id=1999, type=quantize_per_tensor]; +"2000 dequantize_per_tensor_default_116" [id=2000, type=dequantize_per_tensor]; +"2001 scale_updated_constant78" [id=2001, type=get_attr]; +"2002 compressed_weight_updated_constant78" [id=2002, type=get_attr]; +"2003 mul_tensor_78" [id=2003, type=mul]; +"2004 zero_point_updated_constant78" [id=2004, type=get_attr]; +"2005 sub_tensor_78" [id=2005, type=sub]; +"2006 linear_115" [id=2006, type=linear]; +"2007 dropout_75" [id=2007, type=dropout]; +"2008 layer_norm_40" [id=2008, type=layer_norm]; +"2009 add_65" [id=2009, type=add]; +"2010 _frozen_param157" [id=2010, type=get_attr]; +"2011 pad_21" [id=2011, type=pad]; +"2012 roll_18" [id=2012, type=roll]; +"2013 view_105" [id=2013, type=view]; +"2014 permute_87" [id=2014, type=permute]; +"2015 reshape_85" [id=2015, type=reshape]; +"2016 _frozen_param158" [id=2016, type=get_attr]; +"2017 reshape_85_0_0_nncf_smooth_quant_0" [id=2017, type=call_module]; +"2018 quantize_per_tensor_default_117" [id=2018, type=quantize_per_tensor]; +"2019 dequantize_per_tensor_default_117" [id=2019, type=dequantize_per_tensor]; +"2020 scale_updated_constant79" [id=2020, type=get_attr]; +"2021 compressed_weight_updated_constant79" [id=2021, type=get_attr]; +"2022 mul_tensor_79" [id=2022, type=mul]; +"2023 zero_point_updated_constant79" [id=2023, type=get_attr]; +"2024 sub_tensor_79" [id=2024, type=sub]; +"2025 linear_118" [id=2025, type=linear]; +"2026 reshape_86" [id=2026, type=reshape]; +"2027 permute_88" [id=2027, type=permute]; +"2028 select_57" [id=2028, type=select]; +"2029 select_58" [id=2029, type=select]; +"2030 select_59" [id=2030, type=select]; +"2031 linalg_vector_norm_38" [id=2031, type=linalg_vector_norm]; +"2032 clamp_min_38" [id=2032, type=clamp_min]; +"2033 expand_as_38" [id=2033, type=expand_as]; +"2034 div_38" [id=2034, type=div]; +"2035 quantize_per_tensor_default_118" [id=2035, type=quantize_per_tensor]; +"2036 dequantize_per_tensor_default_118" [id=2036, type=dequantize_per_tensor]; +"2037 linalg_vector_norm_39" [id=2037, type=linalg_vector_norm]; +"2038 clamp_min_39" [id=2038, type=clamp_min]; +"2039 expand_as_39" [id=2039, type=expand_as]; +"2040 div_39" [id=2040, type=div]; +"2041 quantize_per_tensor_default_119" [id=2041, type=quantize_per_tensor]; +"2042 dequantize_per_tensor_default_119" [id=2042, type=dequantize_per_tensor]; +"2043 transpose_38" [id=2043, type=transpose]; +"2044 matmul_38" [id=2044, type=matmul]; +"2045 _frozen_param160" [id=2045, type=get_attr]; +"2046 mul_39" [id=2046, type=mul]; +"2047 add_66" [id=2047, type=add]; +"2048 new_zeros_9" [id=2048, type=new_zeros]; +"2049 view_106" [id=2049, type=view]; +"2050 permute_89" [id=2050, type=permute]; +"2051 reshape_87" [id=2051, type=reshape]; +"2052 unsqueeze_56" [id=2052, type=unsqueeze]; +"2053 unsqueeze_57" [id=2053, type=unsqueeze]; +"2054 sub_9" [id=2054, type=sub]; +"2055 ne_9" [id=2055, type=ne]; +"2056 masked_fill_18" [id=2056, type=masked_fill]; +"2057 eq_9" [id=2057, type=eq]; +"2058 masked_fill_19" [id=2058, type=masked_fill]; +"2059 view_107" [id=2059, type=view]; +"2060 unsqueeze_58" [id=2060, type=unsqueeze]; +"2061 unsqueeze_59" [id=2061, type=unsqueeze]; +"2062 add_67" [id=2062, type=add]; +"2063 view_108" [id=2063, type=view]; +"2064 softmax_19" [id=2064, type=softmax]; +"2065 dropout_76" [id=2065, type=dropout]; +"2066 matmul_39" [id=2066, type=matmul]; +"2067 transpose_39" [id=2067, type=transpose]; +"2068 reshape_88" [id=2068, type=reshape]; +"2069 reshape_88_0_0_nncf_smooth_quant_0" [id=2069, type=call_module]; +"2070 quantize_per_tensor_default_120" [id=2070, type=quantize_per_tensor]; +"2071 dequantize_per_tensor_default_120" [id=2071, type=dequantize_per_tensor]; +"2072 scale_updated_constant80" [id=2072, type=get_attr]; +"2073 compressed_weight_updated_constant80" [id=2073, type=get_attr]; +"2074 mul_tensor_80" [id=2074, type=mul]; +"2075 zero_point_updated_constant80" [id=2075, type=get_attr]; +"2076 sub_tensor_80" [id=2076, type=sub]; +"2077 linear_119" [id=2077, type=linear]; +"2078 dropout_77" [id=2078, type=dropout]; +"2079 view_109" [id=2079, type=view]; +"2080 permute_90" [id=2080, type=permute]; +"2081 reshape_89" [id=2081, type=reshape]; +"2082 roll_19" [id=2082, type=roll]; +"2083 slice_297" [id=2083, type=slice]; +"2084 slice_298" [id=2084, type=slice]; +"2085 slice_299" [id=2085, type=slice]; +"2086 slice_300" [id=2086, type=slice]; +"2087 contiguous_37" [id=2087, type=contiguous]; +"2088 layer_norm_41" 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compressed_weight_updated_constant82" [id=2105, type=get_attr]; +"2106 mul_tensor_82" [id=2106, type=mul]; +"2107 zero_point_updated_constant82" [id=2107, type=get_attr]; +"2108 sub_tensor_82" [id=2108, type=sub]; +"2109 linear_121" [id=2109, type=linear]; +"2110 dropout_79" [id=2110, type=dropout]; +"2111 layer_norm_42" [id=2111, type=layer_norm]; +"2112 add_69" [id=2112, type=add]; +"2113 _frozen_param170" [id=2113, type=get_attr]; +"2114 pad_22" [id=2114, type=pad]; +"2115 view_112" [id=2115, type=view]; +"2116 permute_92" [id=2116, type=permute]; +"2117 reshape_90" [id=2117, type=reshape]; +"2118 _frozen_param171" [id=2118, type=get_attr]; +"2119 reshape_90_0_0_nncf_smooth_quant_0" [id=2119, type=call_module]; +"2120 quantize_per_tensor_default_123" [id=2120, type=quantize_per_tensor]; +"2121 dequantize_per_tensor_default_123" [id=2121, type=dequantize_per_tensor]; +"2122 scale_updated_constant83" [id=2122, type=get_attr]; +"2123 compressed_weight_updated_constant83" [id=2123, 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softmax_23" [id=2447, type=softmax]; +"2448 dropout_92" [id=2448, type=dropout]; +"2449 matmul_47" [id=2449, type=matmul]; +"2450 transpose_47" [id=2450, type=transpose]; +"2451 reshape_105" [id=2451, type=reshape]; +"2452 reshape_105_0_0_nncf_smooth_quant_0" [id=2452, type=call_module]; +"2453 quantize_per_tensor_default_145" [id=2453, type=quantize_per_tensor]; +"2454 dequantize_per_tensor_default_145" [id=2454, type=dequantize_per_tensor]; +"2455 scale_updated_constant97" [id=2455, type=get_attr]; +"2456 compressed_weight_updated_constant97" [id=2456, type=get_attr]; +"2457 mul_tensor_97" [id=2457, type=mul]; +"2458 zero_point_updated_constant97" [id=2458, type=get_attr]; +"2459 sub_tensor_97" [id=2459, type=sub]; +"2460 linear_144" [id=2460, type=linear]; +"2461 dropout_93" [id=2461, type=dropout]; +"2462 view_128" [id=2462, type=view]; +"2463 permute_107" [id=2463, type=permute]; +"2464 reshape_106" [id=2464, type=reshape]; +"2465 slice_347" [id=2465, type=slice]; +"2466 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[label="(384,)", style=solid]; +"8 features_5_4_attn_proj_bias" -> "1035 linear_53" [label="(384,)", style=solid]; +"9 features_5_5_attn_proj_bias" -> "1137 linear_59" [label="(384,)", style=solid]; +"10 features_5_6_attn_proj_bias" -> "1223 linear_65" [label="(384,)", style=solid]; +"11 features_5_7_attn_proj_bias" -> "1325 linear_71" [label="(384,)", style=solid]; +"12 features_5_8_attn_proj_bias" -> "1411 linear_77" [label="(384,)", style=solid]; +"13 features_5_9_attn_proj_bias" -> "1513 linear_83" [label="(384,)", style=solid]; +"14 features_5_10_attn_proj_bias" -> "1599 linear_89" [label="(384,)", style=solid]; +"15 features_5_11_attn_proj_bias" -> "1701 linear_95" [label="(384,)", style=solid]; +"16 features_5_12_attn_proj_bias" -> "1787 linear_101" [label="(384,)", style=solid]; +"17 features_5_13_attn_proj_bias" -> "1889 linear_107" [label="(384,)", style=solid]; +"18 features_5_14_attn_proj_bias" -> "1975 linear_113" [label="(384,)", style=solid]; +"19 features_5_15_attn_proj_bias" -> "2077 linear_119" [label="(384,)", style=solid]; +"20 features_5_16_attn_proj_bias" -> "2163 linear_125" [label="(384,)", style=solid]; +"21 features_5_17_attn_proj_bias" -> "2265 linear_131" [label="(384,)", style=solid]; +"22 features_7_0_attn_proj_bias" -> "2375 linear_138" [label="(768,)", style=solid]; +"23 features_7_1_attn_proj_bias" -> "2460 linear_144" [label="(768,)", style=solid]; +"24 features_0_0_bias" -> "188 conv2d" [label="(96,)", style=solid]; +"25 features_0_2_weight" -> "190 layer_norm" [label="(96,)", style=solid]; +"26 features_0_2_bias" -> "190 layer_norm" [label="(96,)", style=solid]; +"27 features_1_0_norm1_weight" -> "248 layer_norm_1" [label="(96,)", style=solid]; +"28 features_1_0_norm1_bias" -> "248 layer_norm_1" [label="(96,)", style=solid]; +"29 features_1_0_mlp_0_bias" -> "258 linear_4" [label="(384,)", style=solid]; +"30 features_1_0_mlp_3_bias" -> "269 linear_5" [label="(96,)", style=solid]; +"31 features_1_0_norm2_weight" -> "271 layer_norm_2" [label="(96,)", style=solid]; +"32 features_1_0_norm2_bias" -> "271 layer_norm_2" [label="(96,)", style=solid]; +"33 features_1_1_norm1_weight" -> "348 layer_norm_3" [label="(96,)", style=solid]; +"34 features_1_1_norm1_bias" -> "348 layer_norm_3" [label="(96,)", style=solid]; +"35 features_1_1_mlp_0_bias" -> "358 linear_10" [label="(384,)", style=solid]; +"36 features_1_1_mlp_3_bias" -> "369 linear_11" [label="(96,)", style=solid]; +"37 features_1_1_norm2_weight" -> "371 layer_norm_4" [label="(96,)", style=solid]; +"38 features_1_1_norm2_bias" -> "371 layer_norm_4" [label="(96,)", style=solid]; +"39 features_2_norm_weight" -> "396 layer_norm_5" [label="(192,)", style=solid]; +"40 features_2_norm_bias" -> "396 layer_norm_5" [label="(192,)", style=solid]; +"41 features_3_0_norm1_weight" -> "457 layer_norm_6" [label="(192,)", style=solid]; +"42 features_3_0_norm1_bias" -> "457 layer_norm_6" [label="(192,)", style=solid]; +"43 features_3_0_mlp_0_bias" -> "467 linear_17" [label="(768,)", style=solid]; +"44 features_3_0_mlp_3_bias" -> "478 linear_18" [label="(192,)", style=solid]; +"45 features_3_0_norm2_weight" -> "480 layer_norm_7" [label="(192,)", style=solid]; +"46 features_3_0_norm2_bias" -> "480 layer_norm_7" [label="(192,)", style=solid]; +"47 features_3_1_norm1_weight" -> "560 layer_norm_8" [label="(192,)", style=solid]; +"48 features_3_1_norm1_bias" -> "560 layer_norm_8" [label="(192,)", style=solid]; +"49 features_3_1_mlp_0_bias" -> "570 linear_23" [label="(768,)", style=solid]; +"50 features_3_1_mlp_3_bias" -> "581 linear_24" [label="(192,)", style=solid]; +"51 features_3_1_norm2_weight" -> "583 layer_norm_9" [label="(192,)", style=solid]; +"52 features_3_1_norm2_bias" -> "583 layer_norm_9" [label="(192,)", style=solid]; +"53 features_4_norm_weight" -> "608 layer_norm_10" [label="(384,)", style=solid]; +"54 features_4_norm_bias" -> "608 layer_norm_10" [label="(384,)", style=solid]; +"55 features_5_0_norm1_weight" -> "669 layer_norm_11" [label="(384,)", style=solid]; +"56 features_5_0_norm1_bias" -> "669 layer_norm_11" [label="(384,)", style=solid]; +"57 features_5_0_mlp_0_bias" -> "679 linear_30" [label="(1536,)", style=solid]; +"58 features_5_0_mlp_3_bias" -> "690 linear_31" [label="(384,)", style=solid]; +"59 features_5_0_norm2_weight" -> "692 layer_norm_12" [label="(384,)", style=solid]; +"60 features_5_0_norm2_bias" -> "692 layer_norm_12" [label="(384,)", style=solid]; +"61 features_5_1_norm1_weight" -> "772 layer_norm_13" [label="(384,)", style=solid]; +"62 features_5_1_norm1_bias" -> "772 layer_norm_13" [label="(384,)", style=solid]; +"63 features_5_1_mlp_0_bias" -> "782 linear_36" [label="(1536,)", style=solid]; +"64 features_5_1_mlp_3_bias" -> "793 linear_37" [label="(384,)", style=solid]; +"65 features_5_1_norm2_weight" -> "795 layer_norm_14" [label="(384,)", style=solid]; +"66 features_5_1_norm2_bias" -> "795 layer_norm_14" [label="(384,)", style=solid]; 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style=solid]; +"79 features_5_4_norm1_weight" -> "1045 layer_norm_19" [label="(384,)", style=solid]; +"80 features_5_4_norm1_bias" -> "1045 layer_norm_19" [label="(384,)", style=solid]; +"81 features_5_4_mlp_0_bias" -> "1055 linear_54" [label="(1536,)", style=solid]; +"82 features_5_4_mlp_3_bias" -> "1066 linear_55" [label="(384,)", style=solid]; +"83 features_5_4_norm2_weight" -> "1068 layer_norm_20" [label="(384,)", style=solid]; +"84 features_5_4_norm2_bias" -> "1068 layer_norm_20" [label="(384,)", style=solid]; +"85 features_5_5_norm1_weight" -> "1148 layer_norm_21" [label="(384,)", style=solid]; +"86 features_5_5_norm1_bias" -> "1148 layer_norm_21" [label="(384,)", style=solid]; +"87 features_5_5_mlp_0_bias" -> "1158 linear_60" [label="(1536,)", style=solid]; +"88 features_5_5_mlp_3_bias" -> "1169 linear_61" [label="(384,)", style=solid]; +"89 features_5_5_norm2_weight" -> "1171 layer_norm_22" [label="(384,)", style=solid]; +"90 features_5_5_norm2_bias" -> "1171 layer_norm_22" 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features_5_9_norm2_bias" -> "1547 layer_norm_30" [label="(384,)", style=solid]; +"115 features_5_10_norm1_weight" -> "1609 layer_norm_31" [label="(384,)", style=solid]; +"116 features_5_10_norm1_bias" -> "1609 layer_norm_31" [label="(384,)", style=solid]; +"117 features_5_10_mlp_0_bias" -> "1619 linear_90" [label="(1536,)", style=solid]; +"118 features_5_10_mlp_3_bias" -> "1630 linear_91" [label="(384,)", style=solid]; +"119 features_5_10_norm2_weight" -> "1632 layer_norm_32" [label="(384,)", style=solid]; +"120 features_5_10_norm2_bias" -> "1632 layer_norm_32" [label="(384,)", style=solid]; +"121 features_5_11_norm1_weight" -> "1712 layer_norm_33" [label="(384,)", style=solid]; +"122 features_5_11_norm1_bias" -> "1712 layer_norm_33" [label="(384,)", style=solid]; +"123 features_5_11_mlp_0_bias" -> "1722 linear_96" [label="(1536,)", style=solid]; +"124 features_5_11_mlp_3_bias" -> "1733 linear_97" [label="(384,)", style=solid]; +"125 features_5_11_norm2_weight" -> "1735 layer_norm_34" 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features_5_13_norm2_weight" -> "1923 layer_norm_38" [label="(384,)", style=solid]; +"138 features_5_13_norm2_bias" -> "1923 layer_norm_38" [label="(384,)", style=solid]; +"139 features_5_14_norm1_weight" -> "1985 layer_norm_39" [label="(384,)", style=solid]; +"140 features_5_14_norm1_bias" -> "1985 layer_norm_39" [label="(384,)", style=solid]; +"141 features_5_14_mlp_0_bias" -> "1995 linear_114" [label="(1536,)", style=solid]; +"142 features_5_14_mlp_3_bias" -> "2006 linear_115" [label="(384,)", style=solid]; +"143 features_5_14_norm2_weight" -> "2008 layer_norm_40" [label="(384,)", style=solid]; +"144 features_5_14_norm2_bias" -> "2008 layer_norm_40" [label="(384,)", style=solid]; +"145 features_5_15_norm1_weight" -> "2088 layer_norm_41" [label="(384,)", style=solid]; +"146 features_5_15_norm1_bias" -> "2088 layer_norm_41" [label="(384,)", style=solid]; +"147 features_5_15_mlp_0_bias" -> "2098 linear_120" [label="(1536,)", style=solid]; +"148 features_5_15_mlp_3_bias" -> "2109 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+"160 features_5_17_mlp_3_bias" -> "2297 linear_133" [label="(384,)", style=solid]; +"161 features_5_17_norm2_weight" -> "2299 layer_norm_46" [label="(384,)", style=solid]; +"162 features_5_17_norm2_bias" -> "2299 layer_norm_46" [label="(384,)", style=solid]; +"163 features_6_norm_weight" -> "2324 layer_norm_47" [label="(768,)", style=solid]; +"164 features_6_norm_bias" -> "2324 layer_norm_47" [label="(768,)", style=solid]; +"165 features_7_0_norm1_weight" -> "2385 layer_norm_48" [label="(768,)", style=solid]; +"166 features_7_0_norm1_bias" -> "2385 layer_norm_48" [label="(768,)", style=solid]; +"167 features_7_0_mlp_0_bias" -> "2395 linear_139" [label="(3072,)", style=solid]; +"168 features_7_0_mlp_3_bias" -> "2406 linear_140" [label="(768,)", style=solid]; +"169 features_7_0_norm2_weight" -> "2408 layer_norm_49" [label="(768,)", style=solid]; +"170 features_7_0_norm2_bias" -> "2408 layer_norm_49" [label="(768,)", style=solid]; +"171 features_7_1_norm1_weight" -> "2470 layer_norm_50" [label="(768,)", style=solid]; +"172 features_7_1_norm1_bias" -> "2470 layer_norm_50" [label="(768,)", style=solid]; +"173 features_7_1_mlp_0_bias" -> "2480 linear_145" [label="(3072,)", style=solid]; +"174 features_7_1_mlp_3_bias" -> "2491 linear_146" [label="(768,)", style=solid]; +"175 features_7_1_norm2_weight" -> "2493 layer_norm_51" [label="(768,)", style=solid]; +"176 features_7_1_norm2_bias" -> "2493 layer_norm_51" [label="(768,)", style=solid]; +"177 norm_weight" -> "2495 layer_norm_52" [label="(768,)", style=solid]; +"178 norm_bias" -> "2495 layer_norm_52" [label="(768,)", style=solid]; +"179 head_bias" -> "2507 linear_147" [label="(1000,)", style=solid]; +"180 x" -> "181 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; +"181 quantize_per_tensor_default" -> "182 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; +"182 dequantize_per_tensor_default" -> "188 conv2d" [label="(1, 3, 224, 224)", style=solid]; +"183 scale_updated_constant0" -> "185 mul_tensor" [label="(96, 1, 1, 1)", style=solid]; +"184 compressed_weight_updated_constant0" -> "185 mul_tensor" [label="(96, 3, 4, 4)", style=solid]; +"185 mul_tensor" -> "187 sub_tensor" [label="(96, 3, 4, 4)", style=solid]; +"186 zero_point_updated_constant0" -> "187 sub_tensor" [label="(96, 1, 1, 1)", style=solid]; +"187 sub_tensor" -> "188 conv2d" [label="(96, 3, 4, 4)", style=solid]; +"188 conv2d" -> "189 permute" [label="(1, 96, 56, 56)", style=solid]; +"189 permute" -> "190 layer_norm" [label="(1, 56, 56, 96)", style=solid]; +"190 layer_norm" -> "192 pad" [label="(1, 56, 56, 96)", style=solid]; +"190 layer_norm" -> "249 add_1" [label="(1, 56, 56, 96)", style=solid]; +"191 _frozen_param0" -> "227 add" [label="(1, 3, 64, 64)", style=solid]; +"192 pad" -> "193 view_2" [label="(1, 56, 56, 96)", style=solid]; +"193 view_2" -> "194 permute_2" [label="(1, 7, 8, 7, 8, 96)", style=solid]; +"194 permute_2" -> "195 reshape" [label="(1, 7, 7, 8, 8, 96)", style=solid]; +"195 reshape" -> "197 reshape_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; +"196 _frozen_param1" -> "205 linear_2" [label="(288,)", style=solid]; +"197 reshape_0_0_nncf_smooth_quant_0" -> "198 quantize_per_tensor_default_1" [label="(49, 64, 96)", style=solid]; +"198 quantize_per_tensor_default_1" -> "199 dequantize_per_tensor_default_1" [label="(49, 64, 96)", style=solid]; +"199 dequantize_per_tensor_default_1" -> "205 linear_2" [label="(49, 64, 96)", style=solid]; +"200 scale_updated_constant1" -> "202 mul_tensor_1" [label="(288, 1)", style=solid]; +"201 compressed_weight_updated_constant1" -> "202 mul_tensor_1" [label="(288, 96)", style=solid]; +"202 mul_tensor_1" -> "204 sub_tensor_1" [label="(288, 96)", style=solid]; +"203 zero_point_updated_constant1" -> "204 sub_tensor_1" [label="(288, 1)", style=solid]; +"204 sub_tensor_1" -> "205 linear_2" [label="(288, 96)", style=solid]; +"205 linear_2" -> "206 reshape_1" [label="(49, 64, 288)", style=solid]; +"206 reshape_1" -> "207 permute_3" [label="(49, 64, 3, 3, 32)", style=solid]; +"207 permute_3" -> "208 select" [label="(3, 49, 3, 64, 32)", style=solid]; +"207 permute_3" -> "209 select_1" [label="(3, 49, 3, 64, 32)", style=solid]; +"207 permute_3" -> "210 select_2" [label="(3, 49, 3, 64, 32)", style=solid]; +"208 select" -> "211 linalg_vector_norm" [label="(49, 3, 64, 32)", style=solid]; +"208 select" -> "213 expand_as" [label="(49, 3, 64, 32)", style=solid]; +"208 select" -> "214 div" [label="(49, 3, 64, 32)", style=solid]; +"209 select_1" -> "217 linalg_vector_norm_1" [label="(49, 3, 64, 32)", style=solid]; +"209 select_1" -> "219 expand_as_1" [label="(49, 3, 64, 32)", style=solid]; +"209 select_1" -> "220 div_1" [label="(49, 3, 64, 32)", style=solid]; +"210 select_2" -> "230 matmul_1" [label="(49, 3, 64, 32)", style=solid]; +"211 linalg_vector_norm" -> "212 clamp_min" [label="(49, 3, 64, 1)", style=solid]; +"212 clamp_min" -> "213 expand_as" [label="(49, 3, 64, 1)", style=solid]; +"213 expand_as" -> "214 div" [label="(49, 3, 64, 32)", style=solid]; +"214 div" -> "215 quantize_per_tensor_default_2" [label="(49, 3, 64, 32)", style=solid]; +"215 quantize_per_tensor_default_2" -> "216 dequantize_per_tensor_default_2" [label="(49, 3, 64, 32)", style=solid]; +"216 dequantize_per_tensor_default_2" -> "224 matmul" [label="(49, 3, 64, 32)", style=solid]; +"217 linalg_vector_norm_1" -> "218 clamp_min_1" [label="(49, 3, 64, 1)", style=solid]; +"218 clamp_min_1" -> "219 expand_as_1" [label="(49, 3, 64, 1)", style=solid]; +"219 expand_as_1" -> "220 div_1" [label="(49, 3, 64, 32)", style=solid]; +"220 div_1" -> "221 quantize_per_tensor_default_3" [label="(49, 3, 64, 32)", style=solid]; +"221 quantize_per_tensor_default_3" -> "222 dequantize_per_tensor_default_3" [label="(49, 3, 64, 32)", style=solid]; +"222 dequantize_per_tensor_default_3" -> "223 transpose" [label="(49, 3, 64, 32)", style=solid]; +"223 transpose" -> "224 matmul" [label="(49, 3, 32, 64)", style=solid]; +"224 matmul" -> "226 mul_1" [label="(49, 3, 64, 64)", style=solid]; +"225 _frozen_param3" -> "226 mul_1" [label="(3, 1, 1)", style=solid]; +"226 mul_1" -> "227 add" [label="(49, 3, 64, 64)", style=solid]; +"227 add" -> "228 softmax" [label="(49, 3, 64, 64)", style=solid]; +"228 softmax" -> "229 dropout" [label="(49, 3, 64, 64)", style=solid]; +"229 dropout" -> "230 matmul_1" [label="(49, 3, 64, 64)", style=solid]; +"230 matmul_1" -> "231 transpose_1" [label="(49, 3, 64, 32)", style=solid]; +"231 transpose_1" -> "232 reshape_2" [label="(49, 64, 3, 32)", style=solid]; +"232 reshape_2" -> "233 reshape_2_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; +"233 reshape_2_0_0_nncf_smooth_quant_0" -> "234 quantize_per_tensor_default_4" [label="(49, 64, 96)", style=solid]; +"234 quantize_per_tensor_default_4" -> "235 dequantize_per_tensor_default_4" [label="(49, 64, 96)", style=solid]; +"235 dequantize_per_tensor_default_4" -> "241 linear_3" [label="(49, 64, 96)", style=solid]; +"236 scale_updated_constant2" -> "238 mul_tensor_2" [label="(96, 1)", style=solid]; +"237 compressed_weight_updated_constant2" -> "238 mul_tensor_2" [label="(96, 96)", style=solid]; +"238 mul_tensor_2" -> "240 sub_tensor_2" [label="(96, 96)", style=solid]; +"239 zero_point_updated_constant2" -> "240 sub_tensor_2" [label="(96, 1)", style=solid]; +"240 sub_tensor_2" -> "241 linear_3" [label="(96, 96)", style=solid]; +"241 linear_3" -> "242 dropout_1" [label="(49, 64, 96)", style=solid]; +"242 dropout_1" -> "243 view_3" [label="(49, 64, 96)", style=solid]; +"243 view_3" -> "244 permute_4" [label="(1, 7, 7, 8, 8, 96)", style=solid]; +"244 permute_4" -> "245 reshape_3" [label="(1, 7, 8, 7, 8, 96)", style=solid]; +"245 reshape_3" -> "246 slice_2" [label="(1, 56, 56, 96)", style=solid]; +"246 slice_2" -> "247 slice_3" [label="(1, 56, 56, 96)", style=solid]; +"247 slice_3" -> "248 layer_norm_1" [label="(1, 56, 56, 96)", style=solid]; +"248 layer_norm_1" -> "249 add_1" [label="(1, 56, 56, 96)", style=solid]; +"249 add_1" -> "250 add_1_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 96)", style=solid]; +"249 add_1" -> "272 add_2" [label="(1, 56, 56, 96)", style=solid]; +"250 add_1_0_0_nncf_smooth_quant_0" -> "251 quantize_per_tensor_default_5" [label="(1, 56, 56, 96)", style=solid]; +"251 quantize_per_tensor_default_5" -> "252 dequantize_per_tensor_default_5" [label="(1, 56, 56, 96)", style=solid]; +"252 dequantize_per_tensor_default_5" -> "258 linear_4" [label="(1, 56, 56, 96)", style=solid]; +"253 scale_updated_constant3" -> "255 mul_tensor_3" [label="(384, 1)", style=solid]; +"254 compressed_weight_updated_constant3" -> "255 mul_tensor_3" [label="(384, 96)", style=solid]; +"255 mul_tensor_3" -> "257 sub_tensor_3" [label="(384, 96)", style=solid]; +"256 zero_point_updated_constant3" -> "257 sub_tensor_3" [label="(384, 1)", style=solid]; +"257 sub_tensor_3" -> "258 linear_4" [label="(384, 96)", style=solid]; +"258 linear_4" -> "259 gelu" [label="(1, 56, 56, 384)", style=solid]; +"259 gelu" -> "260 dropout_2" [label="(1, 56, 56, 384)", style=solid]; +"260 dropout_2" -> "261 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 384)", style=solid]; +"261 dropout_2_0_0_nncf_smooth_quant_0" -> "262 quantize_per_tensor_default_6" [label="(1, 56, 56, 384)", style=solid]; +"262 quantize_per_tensor_default_6" -> "263 dequantize_per_tensor_default_6" [label="(1, 56, 56, 384)", style=solid]; +"263 dequantize_per_tensor_default_6" -> "269 linear_5" [label="(1, 56, 56, 384)", style=solid]; +"264 scale_updated_constant4" -> "266 mul_tensor_4" [label="(96, 1)", style=solid]; +"265 compressed_weight_updated_constant4" -> "266 mul_tensor_4" [label="(96, 384)", style=solid]; +"266 mul_tensor_4" -> "268 sub_tensor_4" [label="(96, 384)", style=solid]; +"267 zero_point_updated_constant4" -> "268 sub_tensor_4" [label="(96, 1)", style=solid]; +"268 sub_tensor_4" -> "269 linear_5" [label="(96, 384)", style=solid]; +"269 linear_5" -> "270 dropout_3" [label="(1, 56, 56, 96)", style=solid]; +"270 dropout_3" -> "271 layer_norm_2" [label="(1, 56, 56, 96)", style=solid]; +"271 layer_norm_2" -> "272 add_2" [label="(1, 56, 56, 96)", style=solid]; +"272 add_2" -> "274 pad_1" [label="(1, 56, 56, 96)", style=solid]; +"272 add_2" -> "349 add_5" [label="(1, 56, 56, 96)", style=solid]; +"273 _frozen_param4" -> "310 add_3" [label="(1, 3, 64, 64)", style=solid]; +"274 pad_1" -> "275 roll" [label="(1, 56, 56, 96)", style=solid]; +"275 roll" -> "276 view_6" [label="(1, 56, 56, 96)", style=solid]; +"276 view_6" -> "277 permute_6" [label="(1, 7, 8, 7, 8, 96)", style=solid]; +"277 permute_6" -> "278 reshape_4" [label="(1, 7, 7, 8, 8, 96)", style=solid]; +"278 reshape_4" -> "280 reshape_4_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; +"278 reshape_4" -> "311 new_zeros" [label="(49, 64, 96)", style=solid]; +"279 _frozen_param5" -> "288 linear_8" [label="(288,)", style=solid]; +"280 reshape_4_0_0_nncf_smooth_quant_0" -> "281 quantize_per_tensor_default_7" [label="(49, 64, 96)", style=solid]; +"281 quantize_per_tensor_default_7" -> "282 dequantize_per_tensor_default_7" [label="(49, 64, 96)", style=solid]; +"282 dequantize_per_tensor_default_7" -> "288 linear_8" [label="(49, 64, 96)", style=solid]; +"283 scale_updated_constant5" -> "285 mul_tensor_5" [label="(288, 1)", style=solid]; +"284 compressed_weight_updated_constant5" -> "285 mul_tensor_5" [label="(288, 96)", style=solid]; +"285 mul_tensor_5" -> "287 sub_tensor_5" [label="(288, 96)", style=solid]; +"286 zero_point_updated_constant5" -> "287 sub_tensor_5" [label="(288, 1)", style=solid]; +"287 sub_tensor_5" -> "288 linear_8" [label="(288, 96)", style=solid]; +"288 linear_8" -> "289 reshape_5" [label="(49, 64, 288)", style=solid]; +"289 reshape_5" -> "290 permute_7" [label="(49, 64, 3, 3, 32)", style=solid]; +"290 permute_7" -> "291 select_3" [label="(3, 49, 3, 64, 32)", style=solid]; +"290 permute_7" -> "292 select_4" [label="(3, 49, 3, 64, 32)", style=solid]; +"290 permute_7" -> "293 select_5" [label="(3, 49, 3, 64, 32)", style=solid]; +"291 select_3" -> "294 linalg_vector_norm_2" [label="(49, 3, 64, 32)", style=solid]; +"291 select_3" -> "296 expand_as_2" [label="(49, 3, 64, 32)", style=solid]; +"291 select_3" -> "297 div_2" [label="(49, 3, 64, 32)", style=solid]; +"292 select_4" -> "300 linalg_vector_norm_3" [label="(49, 3, 64, 32)", style=solid]; +"292 select_4" -> "302 expand_as_3" [label="(49, 3, 64, 32)", style=solid]; +"292 select_4" -> "303 div_3" [label="(49, 3, 64, 32)", style=solid]; +"293 select_5" -> "329 matmul_3" [label="(49, 3, 64, 32)", style=solid]; +"294 linalg_vector_norm_2" -> "295 clamp_min_2" [label="(49, 3, 64, 1)", style=solid]; +"295 clamp_min_2" -> "296 expand_as_2" [label="(49, 3, 64, 1)", style=solid]; +"296 expand_as_2" -> "297 div_2" [label="(49, 3, 64, 32)", style=solid]; +"297 div_2" -> "298 quantize_per_tensor_default_8" [label="(49, 3, 64, 32)", style=solid]; +"298 quantize_per_tensor_default_8" -> "299 dequantize_per_tensor_default_8" [label="(49, 3, 64, 32)", style=solid]; +"299 dequantize_per_tensor_default_8" -> "307 matmul_2" [label="(49, 3, 64, 32)", style=solid]; +"300 linalg_vector_norm_3" -> "301 clamp_min_3" [label="(49, 3, 64, 1)", style=solid]; +"301 clamp_min_3" -> "302 expand_as_3" [label="(49, 3, 64, 1)", style=solid]; +"302 expand_as_3" -> "303 div_3" [label="(49, 3, 64, 32)", style=solid]; +"303 div_3" -> "304 quantize_per_tensor_default_9" [label="(49, 3, 64, 32)", style=solid]; +"304 quantize_per_tensor_default_9" -> "305 dequantize_per_tensor_default_9" [label="(49, 3, 64, 32)", style=solid]; +"305 dequantize_per_tensor_default_9" -> "306 transpose_2" [label="(49, 3, 64, 32)", style=solid]; +"306 transpose_2" -> "307 matmul_2" [label="(49, 3, 32, 64)", style=solid]; +"307 matmul_2" -> "309 mul_3" [label="(49, 3, 64, 64)", style=solid]; +"308 _frozen_param7" -> "309 mul_3" [label="(3, 1, 1)", style=solid]; +"309 mul_3" -> "310 add_3" [label="(49, 3, 64, 64)", style=solid]; +"310 add_3" -> "322 view_8" [label="(49, 3, 64, 64)", style=solid]; +"311 new_zeros" -> "312 view_7" [label="(56, 56)", style=solid]; +"312 view_7" -> "313 permute_8" [label="(7, 8, 7, 8)", style=solid]; +"313 permute_8" -> "314 reshape_6" [label="(7, 7, 8, 8)", style=solid]; +"314 reshape_6" -> "315 unsqueeze_2" [label="(49, 64)", style=solid]; +"314 reshape_6" -> "316 unsqueeze_3" [label="(49, 64)", style=solid]; +"315 unsqueeze_2" -> "317 sub" [label="(49, 1, 64)", style=solid]; +"316 unsqueeze_3" -> "317 sub" [label="(49, 64, 1)", style=solid]; +"317 sub" -> "318 ne" [label="(49, 64, 64)", style=solid]; +"317 sub" -> "319 masked_fill" [label="(49, 64, 64)", style=solid]; +"317 sub" -> "320 eq" [label="(49, 64, 64)", style=solid]; +"318 ne" -> "319 masked_fill" [label="(49, 64, 64)", style=solid]; +"319 masked_fill" -> "321 masked_fill_1" [label="(49, 64, 64)", style=solid]; +"320 eq" -> "321 masked_fill_1" [label="(49, 64, 64)", style=solid]; +"321 masked_fill_1" -> "323 unsqueeze_4" [label="(49, 64, 64)", style=solid]; +"322 view_8" -> "325 add_4" [label="(1, 49, 3, 64, 64)", style=solid]; +"323 unsqueeze_4" -> "324 unsqueeze_5" [label="(49, 1, 64, 64)", style=solid]; +"324 unsqueeze_5" -> "325 add_4" [label="(1, 49, 1, 64, 64)", style=solid]; +"325 add_4" -> "326 view_9" [label="(1, 49, 3, 64, 64)", style=solid]; +"326 view_9" -> "327 softmax_1" [label="(49, 3, 64, 64)", style=solid]; +"327 softmax_1" -> "328 dropout_4" [label="(49, 3, 64, 64)", style=solid]; +"328 dropout_4" -> "329 matmul_3" [label="(49, 3, 64, 64)", style=solid]; +"329 matmul_3" -> "330 transpose_3" [label="(49, 3, 64, 32)", style=solid]; +"330 transpose_3" -> "331 reshape_7" [label="(49, 64, 3, 32)", style=solid]; +"331 reshape_7" -> "332 reshape_7_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; +"332 reshape_7_0_0_nncf_smooth_quant_0" -> "333 quantize_per_tensor_default_10" [label="(49, 64, 96)", style=solid]; +"333 quantize_per_tensor_default_10" -> "334 dequantize_per_tensor_default_10" [label="(49, 64, 96)", style=solid]; +"334 dequantize_per_tensor_default_10" -> "340 linear_9" [label="(49, 64, 96)", style=solid]; +"335 scale_updated_constant6" -> "337 mul_tensor_6" [label="(96, 1)", style=solid]; +"336 compressed_weight_updated_constant6" -> "337 mul_tensor_6" [label="(96, 96)", style=solid]; +"337 mul_tensor_6" -> "339 sub_tensor_6" [label="(96, 96)", style=solid]; +"338 zero_point_updated_constant6" -> "339 sub_tensor_6" [label="(96, 1)", style=solid]; +"339 sub_tensor_6" -> "340 linear_9" [label="(96, 96)", style=solid]; +"340 linear_9" -> "341 dropout_5" [label="(49, 64, 96)", style=solid]; +"341 dropout_5" -> "342 view_10" [label="(49, 64, 96)", style=solid]; +"342 view_10" -> "343 permute_9" [label="(1, 7, 7, 8, 8, 96)", style=solid]; +"343 permute_9" -> "344 reshape_8" [label="(1, 7, 8, 7, 8, 96)", style=solid]; +"344 reshape_8" -> "345 roll_1" [label="(1, 56, 56, 96)", style=solid]; +"345 roll_1" -> "346 slice_23" [label="(1, 56, 56, 96)", style=solid]; +"346 slice_23" -> "347 slice_24" [label="(1, 56, 56, 96)", style=solid]; +"347 slice_24" -> "348 layer_norm_3" [label="(1, 56, 56, 96)", style=solid]; +"348 layer_norm_3" -> "349 add_5" [label="(1, 56, 56, 96)", style=solid]; +"349 add_5" -> "350 add_5_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 96)", style=solid]; +"349 add_5" -> "372 add_6" [label="(1, 56, 56, 96)", style=solid]; +"350 add_5_0_0_nncf_smooth_quant_0" -> "351 quantize_per_tensor_default_11" [label="(1, 56, 56, 96)", style=solid]; +"351 quantize_per_tensor_default_11" -> "352 dequantize_per_tensor_default_11" [label="(1, 56, 56, 96)", style=solid]; +"352 dequantize_per_tensor_default_11" -> "358 linear_10" [label="(1, 56, 56, 96)", style=solid]; +"353 scale_updated_constant7" -> "355 mul_tensor_7" [label="(384, 1)", style=solid]; +"354 compressed_weight_updated_constant7" -> "355 mul_tensor_7" [label="(384, 96)", style=solid]; +"355 mul_tensor_7" -> "357 sub_tensor_7" [label="(384, 96)", style=solid]; +"356 zero_point_updated_constant7" -> "357 sub_tensor_7" [label="(384, 1)", style=solid]; +"357 sub_tensor_7" -> "358 linear_10" [label="(384, 96)", style=solid]; +"358 linear_10" -> "359 gelu_1" [label="(1, 56, 56, 384)", style=solid]; +"359 gelu_1" -> "360 dropout_6" [label="(1, 56, 56, 384)", style=solid]; +"360 dropout_6" -> "361 dropout_6_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 384)", style=solid]; +"361 dropout_6_0_0_nncf_smooth_quant_0" -> "362 quantize_per_tensor_default_12" [label="(1, 56, 56, 384)", style=solid]; +"362 quantize_per_tensor_default_12" -> "363 dequantize_per_tensor_default_12" [label="(1, 56, 56, 384)", style=solid]; +"363 dequantize_per_tensor_default_12" -> "369 linear_11" [label="(1, 56, 56, 384)", style=solid]; +"364 scale_updated_constant8" -> "366 mul_tensor_8" [label="(96, 1)", style=solid]; +"365 compressed_weight_updated_constant8" -> "366 mul_tensor_8" [label="(96, 384)", style=solid]; +"366 mul_tensor_8" -> "368 sub_tensor_8" [label="(96, 384)", style=solid]; +"367 zero_point_updated_constant8" -> "368 sub_tensor_8" [label="(96, 1)", style=solid]; +"368 sub_tensor_8" -> "369 linear_11" [label="(96, 384)", style=solid]; +"369 linear_11" -> "370 dropout_7" [label="(1, 56, 56, 96)", style=solid]; +"370 dropout_7" -> "371 layer_norm_4" [label="(1, 56, 56, 96)", style=solid]; +"371 layer_norm_4" -> "372 add_6" [label="(1, 56, 56, 96)", style=solid]; +"372 add_6" -> "373 pad_2" [label="(1, 56, 56, 96)", style=solid]; +"373 pad_2" -> "374 slice_25" [label="(1, 56, 56, 96)", style=solid]; +"373 pad_2" -> "377 slice_28" [label="(1, 56, 56, 96)", style=solid]; +"373 pad_2" -> "380 slice_31" [label="(1, 56, 56, 96)", style=solid]; +"373 pad_2" -> "383 slice_34" [label="(1, 56, 56, 96)", style=solid]; +"374 slice_25" -> "375 slice_26" [label="(1, 28, 56, 96)", style=solid]; +"375 slice_26" -> "376 slice_27" [label="(1, 28, 28, 96)", style=solid]; +"376 slice_27" -> "386 cat" [label="(1, 28, 28, 96)", style=solid]; +"377 slice_28" -> "378 slice_29" [label="(1, 28, 56, 96)", style=solid]; +"378 slice_29" -> "379 slice_30" [label="(1, 28, 28, 96)", style=solid]; +"379 slice_30" -> "386 cat" [label="(1, 28, 28, 96)", style=solid]; +"380 slice_31" -> "381 slice_32" [label="(1, 28, 56, 96)", style=solid]; +"381 slice_32" -> "382 slice_33" [label="(1, 28, 28, 96)", style=solid]; +"382 slice_33" -> "386 cat" [label="(1, 28, 28, 96)", style=solid]; +"383 slice_34" -> "384 slice_35" [label="(1, 28, 56, 96)", style=solid]; +"384 slice_35" -> "385 slice_36" [label="(1, 28, 28, 96)", style=solid]; +"385 slice_36" -> "386 cat" [label="(1, 28, 28, 96)", style=solid]; +"386 cat" -> "387 cat_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 384)", style=solid]; +"387 cat_0_0_nncf_smooth_quant_0" -> "388 quantize_per_tensor_default_13" [label="(1, 28, 28, 384)", style=solid]; +"388 quantize_per_tensor_default_13" -> "389 dequantize_per_tensor_default_13" [label="(1, 28, 28, 384)", style=solid]; +"389 dequantize_per_tensor_default_13" -> "395 linear_12" [label="(1, 28, 28, 384)", style=solid]; +"390 scale_updated_constant9" -> "392 mul_tensor_9" [label="(192, 1)", style=solid]; +"391 compressed_weight_updated_constant9" -> "392 mul_tensor_9" [label="(192, 384)", style=solid]; +"392 mul_tensor_9" -> "394 sub_tensor_9" [label="(192, 384)", style=solid]; +"393 zero_point_updated_constant9" -> "394 sub_tensor_9" [label="(192, 1)", style=solid]; +"394 sub_tensor_9" -> "395 linear_12" [label="(192, 384)", style=solid]; +"395 linear_12" -> "396 layer_norm_5" [label="(1, 28, 28, 192)", style=solid]; +"396 layer_norm_5" -> "398 pad_3" [label="(1, 28, 28, 192)", style=solid]; +"396 layer_norm_5" -> "458 add_8" [label="(1, 28, 28, 192)", style=solid]; +"397 _frozen_param17" -> "433 add_7" [label="(1, 6, 64, 64)", style=solid]; +"398 pad_3" -> "399 view_13" [label="(1, 32, 32, 192)", style=solid]; +"399 view_13" -> "400 permute_11" [label="(1, 4, 8, 4, 8, 192)", style=solid]; +"400 permute_11" -> "401 reshape_9" [label="(1, 4, 4, 8, 8, 192)", style=solid]; +"401 reshape_9" -> "403 reshape_9_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; +"402 _frozen_param18" -> "411 linear_15" [label="(576,)", style=solid]; +"403 reshape_9_0_0_nncf_smooth_quant_0" -> "404 quantize_per_tensor_default_14" [label="(16, 64, 192)", style=solid]; +"404 quantize_per_tensor_default_14" -> "405 dequantize_per_tensor_default_14" [label="(16, 64, 192)", style=solid]; +"405 dequantize_per_tensor_default_14" -> "411 linear_15" [label="(16, 64, 192)", style=solid]; +"406 scale_updated_constant10" -> "408 mul_tensor_10" [label="(576, 1)", style=solid]; +"407 compressed_weight_updated_constant10" -> "408 mul_tensor_10" [label="(576, 192)", style=solid]; +"408 mul_tensor_10" -> "410 sub_tensor_10" [label="(576, 192)", style=solid]; +"409 zero_point_updated_constant10" -> "410 sub_tensor_10" [label="(576, 1)", style=solid]; +"410 sub_tensor_10" -> "411 linear_15" [label="(576, 192)", style=solid]; +"411 linear_15" -> "412 reshape_10" [label="(16, 64, 576)", style=solid]; +"412 reshape_10" -> "413 permute_12" [label="(16, 64, 3, 6, 32)", style=solid]; +"413 permute_12" -> "414 select_6" [label="(3, 16, 6, 64, 32)", style=solid]; +"413 permute_12" -> "415 select_7" [label="(3, 16, 6, 64, 32)", style=solid]; +"413 permute_12" -> "416 select_8" [label="(3, 16, 6, 64, 32)", style=solid]; +"414 select_6" -> "417 linalg_vector_norm_4" [label="(16, 6, 64, 32)", style=solid]; +"414 select_6" -> "419 expand_as_4" [label="(16, 6, 64, 32)", style=solid]; +"414 select_6" -> "420 div_4" [label="(16, 6, 64, 32)", style=solid]; +"415 select_7" -> "423 linalg_vector_norm_5" [label="(16, 6, 64, 32)", style=solid]; +"415 select_7" -> "425 expand_as_5" [label="(16, 6, 64, 32)", style=solid]; +"415 select_7" -> "426 div_5" [label="(16, 6, 64, 32)", style=solid]; +"416 select_8" -> "436 matmul_5" [label="(16, 6, 64, 32)", style=solid]; +"417 linalg_vector_norm_4" -> "418 clamp_min_4" [label="(16, 6, 64, 1)", style=solid]; +"418 clamp_min_4" -> "419 expand_as_4" [label="(16, 6, 64, 1)", style=solid]; +"419 expand_as_4" -> "420 div_4" [label="(16, 6, 64, 32)", style=solid]; +"420 div_4" -> "421 quantize_per_tensor_default_15" [label="(16, 6, 64, 32)", style=solid]; +"421 quantize_per_tensor_default_15" -> "422 dequantize_per_tensor_default_15" [label="(16, 6, 64, 32)", style=solid]; +"422 dequantize_per_tensor_default_15" -> "430 matmul_4" [label="(16, 6, 64, 32)", style=solid]; +"423 linalg_vector_norm_5" -> "424 clamp_min_5" [label="(16, 6, 64, 1)", style=solid]; +"424 clamp_min_5" -> "425 expand_as_5" [label="(16, 6, 64, 1)", style=solid]; +"425 expand_as_5" -> "426 div_5" [label="(16, 6, 64, 32)", style=solid]; +"426 div_5" -> "427 quantize_per_tensor_default_16" [label="(16, 6, 64, 32)", style=solid]; +"427 quantize_per_tensor_default_16" -> "428 dequantize_per_tensor_default_16" [label="(16, 6, 64, 32)", style=solid]; +"428 dequantize_per_tensor_default_16" -> "429 transpose_4" [label="(16, 6, 64, 32)", style=solid]; +"429 transpose_4" -> "430 matmul_4" [label="(16, 6, 32, 64)", style=solid]; +"430 matmul_4" -> "432 mul_5" [label="(16, 6, 64, 64)", style=solid]; +"431 _frozen_param20" -> "432 mul_5" [label="(6, 1, 1)", style=solid]; +"432 mul_5" -> "433 add_7" [label="(16, 6, 64, 64)", style=solid]; +"433 add_7" -> "434 softmax_2" [label="(16, 6, 64, 64)", style=solid]; +"434 softmax_2" -> "435 dropout_8" [label="(16, 6, 64, 64)", style=solid]; +"435 dropout_8" -> "436 matmul_5" [label="(16, 6, 64, 64)", style=solid]; +"436 matmul_5" -> "437 transpose_5" [label="(16, 6, 64, 32)", style=solid]; +"437 transpose_5" -> "438 reshape_11" [label="(16, 64, 6, 32)", style=solid]; +"438 reshape_11" -> "439 reshape_11_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; +"439 reshape_11_0_0_nncf_smooth_quant_0" -> "440 quantize_per_tensor_default_17" [label="(16, 64, 192)", style=solid]; +"440 quantize_per_tensor_default_17" -> "441 dequantize_per_tensor_default_17" [label="(16, 64, 192)", style=solid]; +"441 dequantize_per_tensor_default_17" -> "447 linear_16" [label="(16, 64, 192)", style=solid]; +"442 scale_updated_constant11" -> "444 mul_tensor_11" [label="(192, 1)", style=solid]; +"443 compressed_weight_updated_constant11" -> "444 mul_tensor_11" [label="(192, 192)", style=solid]; +"444 mul_tensor_11" -> "446 sub_tensor_11" [label="(192, 192)", style=solid]; +"445 zero_point_updated_constant11" -> "446 sub_tensor_11" [label="(192, 1)", style=solid]; +"446 sub_tensor_11" -> "447 linear_16" [label="(192, 192)", style=solid]; +"447 linear_16" -> "448 dropout_9" [label="(16, 64, 192)", style=solid]; +"448 dropout_9" -> "449 view_14" [label="(16, 64, 192)", style=solid]; +"449 view_14" -> "450 permute_13" [label="(1, 4, 4, 8, 8, 192)", style=solid]; +"450 permute_13" -> "451 reshape_12" [label="(1, 4, 8, 4, 8, 192)", style=solid]; +"451 reshape_12" -> "452 slice_38" [label="(1, 32, 32, 192)", style=solid]; +"452 slice_38" -> "453 slice_39" [label="(1, 32, 32, 192)", style=solid]; +"453 slice_39" -> "454 slice_40" [label="(1, 28, 32, 192)", style=solid]; +"454 slice_40" -> "455 slice_41" [label="(1, 28, 28, 192)", style=solid]; +"455 slice_41" -> "456 contiguous_3" [label="(1, 28, 28, 192)", style=solid]; +"456 contiguous_3" -> "457 layer_norm_6" [label="(1, 28, 28, 192)", style=solid]; +"457 layer_norm_6" -> "458 add_8" [label="(1, 28, 28, 192)", style=solid]; +"458 add_8" -> "459 add_8_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 192)", style=solid]; +"458 add_8" -> "481 add_9" [label="(1, 28, 28, 192)", style=solid]; +"459 add_8_0_0_nncf_smooth_quant_0" -> "460 quantize_per_tensor_default_18" [label="(1, 28, 28, 192)", style=solid]; +"460 quantize_per_tensor_default_18" -> "461 dequantize_per_tensor_default_18" [label="(1, 28, 28, 192)", style=solid]; +"461 dequantize_per_tensor_default_18" -> "467 linear_17" [label="(1, 28, 28, 192)", style=solid]; +"462 scale_updated_constant12" -> "464 mul_tensor_12" [label="(768, 1)", style=solid]; +"463 compressed_weight_updated_constant12" -> "464 mul_tensor_12" [label="(768, 192)", style=solid]; +"464 mul_tensor_12" -> "466 sub_tensor_12" [label="(768, 192)", style=solid]; +"465 zero_point_updated_constant12" -> "466 sub_tensor_12" [label="(768, 1)", style=solid]; +"466 sub_tensor_12" -> "467 linear_17" [label="(768, 192)", style=solid]; +"467 linear_17" -> "468 gelu_2" [label="(1, 28, 28, 768)", style=solid]; +"468 gelu_2" -> "469 dropout_10" [label="(1, 28, 28, 768)", style=solid]; +"469 dropout_10" -> "470 dropout_10_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 768)", style=solid]; +"470 dropout_10_0_0_nncf_smooth_quant_0" -> "471 quantize_per_tensor_default_19" [label="(1, 28, 28, 768)", style=solid]; +"471 quantize_per_tensor_default_19" -> "472 dequantize_per_tensor_default_19" [label="(1, 28, 28, 768)", style=solid]; +"472 dequantize_per_tensor_default_19" -> "478 linear_18" [label="(1, 28, 28, 768)", style=solid]; +"473 scale_updated_constant13" -> "475 mul_tensor_13" [label="(192, 1)", style=solid]; +"474 compressed_weight_updated_constant13" -> "475 mul_tensor_13" [label="(192, 768)", style=solid]; +"475 mul_tensor_13" -> "477 sub_tensor_13" [label="(192, 768)", style=solid]; +"476 zero_point_updated_constant13" -> "477 sub_tensor_13" [label="(192, 1)", style=solid]; +"477 sub_tensor_13" -> "478 linear_18" [label="(192, 768)", style=solid]; +"478 linear_18" -> "479 dropout_11" [label="(1, 28, 28, 192)", style=solid]; +"479 dropout_11" -> "480 layer_norm_7" [label="(1, 28, 28, 192)", style=solid]; +"480 layer_norm_7" -> "481 add_9" [label="(1, 28, 28, 192)", style=solid]; +"481 add_9" -> "483 pad_4" [label="(1, 28, 28, 192)", style=solid]; +"481 add_9" -> "561 add_12" [label="(1, 28, 28, 192)", style=solid]; +"482 _frozen_param21" -> "519 add_10" [label="(1, 6, 64, 64)", style=solid]; +"483 pad_4" -> "484 roll_2" [label="(1, 32, 32, 192)", style=solid]; +"484 roll_2" -> "485 view_17" [label="(1, 32, 32, 192)", style=solid]; +"485 view_17" -> "486 permute_15" [label="(1, 4, 8, 4, 8, 192)", style=solid]; +"486 permute_15" -> "487 reshape_13" [label="(1, 4, 4, 8, 8, 192)", style=solid]; +"487 reshape_13" -> "489 reshape_13_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; +"487 reshape_13" -> "520 new_zeros_1" [label="(16, 64, 192)", style=solid]; +"488 _frozen_param22" -> "497 linear_21" [label="(576,)", style=solid]; +"489 reshape_13_0_0_nncf_smooth_quant_0" -> "490 quantize_per_tensor_default_20" [label="(16, 64, 192)", style=solid]; +"490 quantize_per_tensor_default_20" -> "491 dequantize_per_tensor_default_20" [label="(16, 64, 192)", style=solid]; +"491 dequantize_per_tensor_default_20" -> "497 linear_21" [label="(16, 64, 192)", style=solid]; +"492 scale_updated_constant14" -> "494 mul_tensor_14" [label="(576, 1)", style=solid]; +"493 compressed_weight_updated_constant14" -> "494 mul_tensor_14" [label="(576, 192)", style=solid]; +"494 mul_tensor_14" -> "496 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style=solid]; +"501 select_10" -> "512 div_7" [label="(16, 6, 64, 32)", style=solid]; +"502 select_11" -> "538 matmul_7" [label="(16, 6, 64, 32)", style=solid]; +"503 linalg_vector_norm_6" -> "504 clamp_min_6" [label="(16, 6, 64, 1)", style=solid]; +"504 clamp_min_6" -> "505 expand_as_6" [label="(16, 6, 64, 1)", style=solid]; +"505 expand_as_6" -> "506 div_6" [label="(16, 6, 64, 32)", style=solid]; +"506 div_6" -> "507 quantize_per_tensor_default_21" [label="(16, 6, 64, 32)", style=solid]; +"507 quantize_per_tensor_default_21" -> "508 dequantize_per_tensor_default_21" [label="(16, 6, 64, 32)", style=solid]; +"508 dequantize_per_tensor_default_21" -> "516 matmul_6" [label="(16, 6, 64, 32)", style=solid]; +"509 linalg_vector_norm_7" -> "510 clamp_min_7" [label="(16, 6, 64, 1)", style=solid]; +"510 clamp_min_7" -> "511 expand_as_7" [label="(16, 6, 64, 1)", style=solid]; +"511 expand_as_7" -> "512 div_7" [label="(16, 6, 64, 32)", style=solid]; +"512 div_7" -> "513 quantize_per_tensor_default_22" [label="(16, 6, 64, 32)", style=solid]; +"513 quantize_per_tensor_default_22" -> "514 dequantize_per_tensor_default_22" [label="(16, 6, 64, 32)", style=solid]; +"514 dequantize_per_tensor_default_22" -> "515 transpose_6" [label="(16, 6, 64, 32)", style=solid]; +"515 transpose_6" -> "516 matmul_6" [label="(16, 6, 32, 64)", style=solid]; +"516 matmul_6" -> "518 mul_7" [label="(16, 6, 64, 64)", style=solid]; +"517 _frozen_param24" -> "518 mul_7" [label="(6, 1, 1)", style=solid]; +"518 mul_7" -> "519 add_10" [label="(16, 6, 64, 64)", style=solid]; +"519 add_10" -> "531 view_19" [label="(16, 6, 64, 64)", style=solid]; +"520 new_zeros_1" -> "521 view_18" [label="(32, 32)", style=solid]; +"521 view_18" -> "522 permute_17" [label="(4, 8, 4, 8)", style=solid]; +"522 permute_17" -> "523 reshape_15" [label="(4, 4, 8, 8)", style=solid]; +"523 reshape_15" -> "524 unsqueeze_8" [label="(16, 64)", style=solid]; +"523 reshape_15" -> "525 unsqueeze_9" [label="(16, 64)", 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[label="(1, 14, 14, 384)", style=solid]; +"1799 add_57_0_0_nncf_smooth_quant_0" -> "1800 quantize_per_tensor_default_103" [label="(1, 14, 14, 384)", style=solid]; +"1800 quantize_per_tensor_default_103" -> "1801 dequantize_per_tensor_default_103" [label="(1, 14, 14, 384)", style=solid]; +"1801 dequantize_per_tensor_default_103" -> "1807 linear_102" [label="(1, 14, 14, 384)", style=solid]; +"1802 scale_updated_constant69" -> "1804 mul_tensor_69" [label="(1536, 1)", style=solid]; +"1803 compressed_weight_updated_constant69" -> "1804 mul_tensor_69" [label="(1536, 384)", style=solid]; +"1804 mul_tensor_69" -> "1806 sub_tensor_69" [label="(1536, 384)", style=solid]; +"1805 zero_point_updated_constant69" -> "1806 sub_tensor_69" [label="(1536, 1)", style=solid]; +"1806 sub_tensor_69" -> "1807 linear_102" [label="(1536, 384)", style=solid]; +"1807 linear_102" -> "1808 gelu_16" [label="(1, 14, 14, 1536)", style=solid]; +"1808 gelu_16" -> "1809 dropout_66" [label="(1, 14, 14, 1536)", style=solid]; +"1809 dropout_66" -> "1810 dropout_66_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"1810 dropout_66_0_0_nncf_smooth_quant_0" -> "1811 quantize_per_tensor_default_104" [label="(1, 14, 14, 1536)", style=solid]; +"1811 quantize_per_tensor_default_104" -> "1812 dequantize_per_tensor_default_104" [label="(1, 14, 14, 1536)", style=solid]; +"1812 dequantize_per_tensor_default_104" -> "1818 linear_103" [label="(1, 14, 14, 1536)", style=solid]; +"1813 scale_updated_constant70" -> "1815 mul_tensor_70" [label="(384, 1)", style=solid]; +"1814 compressed_weight_updated_constant70" -> "1815 mul_tensor_70" [label="(384, 1536)", style=solid]; +"1815 mul_tensor_70" -> "1817 sub_tensor_70" [label="(384, 1536)", style=solid]; +"1816 zero_point_updated_constant70" -> "1817 sub_tensor_70" [label="(384, 1)", style=solid]; +"1817 sub_tensor_70" -> "1818 linear_103" [label="(384, 1536)", style=solid]; +"1818 linear_103" -> "1819 dropout_67" [label="(1, 14, 14, 384)", style=solid]; +"1819 dropout_67" -> "1820 layer_norm_36" [label="(1, 14, 14, 384)", style=solid]; +"1820 layer_norm_36" -> "1821 add_58" [label="(1, 14, 14, 384)", style=solid]; +"1821 add_58" -> "1823 pad_19" [label="(1, 14, 14, 384)", style=solid]; +"1821 add_58" -> "1901 add_61" [label="(1, 14, 14, 384)", style=solid]; +"1822 _frozen_param140" -> "1859 add_59" [label="(1, 12, 64, 64)", style=solid]; +"1823 pad_19" -> "1824 roll_16" [label="(1, 16, 16, 384)", style=solid]; +"1824 roll_16" -> "1825 view_94" [label="(1, 16, 16, 384)", style=solid]; +"1825 view_94" -> "1826 permute_78" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1826 permute_78" -> "1827 reshape_76" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1827 reshape_76" -> "1829 reshape_76_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1827 reshape_76" -> "1860 new_zeros_8" [label="(4, 64, 384)", style=solid]; +"1828 _frozen_param141" -> "1837 linear_106" [label="(1152,)", style=solid]; +"1829 reshape_76_0_0_nncf_smooth_quant_0" -> "1830 quantize_per_tensor_default_105" [label="(4, 64, 384)", style=solid]; +"1830 quantize_per_tensor_default_105" -> "1831 dequantize_per_tensor_default_105" [label="(4, 64, 384)", style=solid]; +"1831 dequantize_per_tensor_default_105" -> "1837 linear_106" [label="(4, 64, 384)", style=solid]; +"1832 scale_updated_constant71" -> "1834 mul_tensor_71" [label="(1152, 1)", style=solid]; +"1833 compressed_weight_updated_constant71" -> "1834 mul_tensor_71" [label="(1152, 384)", style=solid]; +"1834 mul_tensor_71" -> "1836 sub_tensor_71" [label="(1152, 384)", style=solid]; +"1835 zero_point_updated_constant71" -> "1836 sub_tensor_71" [label="(1152, 1)", style=solid]; +"1836 sub_tensor_71" -> "1837 linear_106" [label="(1152, 384)", style=solid]; +"1837 linear_106" -> "1838 reshape_77" [label="(4, 64, 1152)", style=solid]; +"1838 reshape_77" -> "1839 permute_79" [label="(4, 64, 3, 12, 32)", style=solid]; +"1839 permute_79" -> "1840 select_51" [label="(3, 4, 12, 64, 32)", style=solid]; +"1839 permute_79" -> "1841 select_52" [label="(3, 4, 12, 64, 32)", style=solid]; +"1839 permute_79" -> "1842 select_53" [label="(3, 4, 12, 64, 32)", style=solid]; +"1840 select_51" -> "1843 linalg_vector_norm_34" [label="(4, 12, 64, 32)", style=solid]; +"1840 select_51" -> "1845 expand_as_34" [label="(4, 12, 64, 32)", style=solid]; +"1840 select_51" -> "1846 div_34" [label="(4, 12, 64, 32)", style=solid]; +"1841 select_52" -> "1849 linalg_vector_norm_35" [label="(4, 12, 64, 32)", style=solid]; +"1841 select_52" -> "1851 expand_as_35" [label="(4, 12, 64, 32)", style=solid]; +"1841 select_52" -> "1852 div_35" [label="(4, 12, 64, 32)", style=solid]; +"1842 select_53" -> "1878 matmul_35" [label="(4, 12, 64, 32)", style=solid]; +"1843 linalg_vector_norm_34" -> "1844 clamp_min_34" [label="(4, 12, 64, 1)", style=solid]; +"1844 clamp_min_34" -> "1845 expand_as_34" [label="(4, 12, 64, 1)", style=solid]; +"1845 expand_as_34" -> "1846 div_34" [label="(4, 12, 64, 32)", style=solid]; +"1846 div_34" -> "1847 quantize_per_tensor_default_106" [label="(4, 12, 64, 32)", style=solid]; +"1847 quantize_per_tensor_default_106" -> "1848 dequantize_per_tensor_default_106" [label="(4, 12, 64, 32)", style=solid]; +"1848 dequantize_per_tensor_default_106" -> "1856 matmul_34" [label="(4, 12, 64, 32)", style=solid]; +"1849 linalg_vector_norm_35" -> "1850 clamp_min_35" [label="(4, 12, 64, 1)", style=solid]; +"1850 clamp_min_35" -> "1851 expand_as_35" [label="(4, 12, 64, 1)", style=solid]; +"1851 expand_as_35" -> "1852 div_35" [label="(4, 12, 64, 32)", style=solid]; +"1852 div_35" -> "1853 quantize_per_tensor_default_107" [label="(4, 12, 64, 32)", style=solid]; +"1853 quantize_per_tensor_default_107" -> "1854 dequantize_per_tensor_default_107" [label="(4, 12, 64, 32)", style=solid]; +"1854 dequantize_per_tensor_default_107" -> "1855 transpose_34" [label="(4, 12, 64, 32)", style=solid]; +"1855 transpose_34" -> "1856 matmul_34" [label="(4, 12, 32, 64)", style=solid]; +"1856 matmul_34" -> "1858 mul_35" [label="(4, 12, 64, 64)", style=solid]; +"1857 _frozen_param143" -> "1858 mul_35" [label="(12, 1, 1)", style=solid]; +"1858 mul_35" -> "1859 add_59" [label="(4, 12, 64, 64)", style=solid]; +"1859 add_59" -> "1871 view_96" [label="(4, 12, 64, 64)", style=solid]; +"1860 new_zeros_8" -> "1861 view_95" [label="(16, 16)", style=solid]; +"1861 view_95" -> "1862 permute_80" [label="(2, 8, 2, 8)", style=solid]; +"1862 permute_80" -> "1863 reshape_78" [label="(2, 2, 8, 8)", style=solid]; +"1863 reshape_78" -> "1864 unsqueeze_50" [label="(4, 64)", style=solid]; +"1863 reshape_78" -> "1865 unsqueeze_51" [label="(4, 64)", style=solid]; +"1864 unsqueeze_50" -> "1866 sub_8" [label="(4, 1, 64)", style=solid]; +"1865 unsqueeze_51" -> "1866 sub_8" [label="(4, 64, 1)", style=solid]; +"1866 sub_8" -> "1867 ne_8" [label="(4, 64, 64)", style=solid]; +"1866 sub_8" -> "1868 masked_fill_16" [label="(4, 64, 64)", style=solid]; +"1866 sub_8" -> "1869 eq_8" [label="(4, 64, 64)", style=solid]; +"1867 ne_8" -> "1868 masked_fill_16" [label="(4, 64, 64)", style=solid]; +"1868 masked_fill_16" -> "1870 masked_fill_17" [label="(4, 64, 64)", style=solid]; +"1869 eq_8" -> "1870 masked_fill_17" [label="(4, 64, 64)", style=solid]; +"1870 masked_fill_17" -> "1872 unsqueeze_52" [label="(4, 64, 64)", style=solid]; +"1871 view_96" -> "1874 add_60" [label="(1, 4, 12, 64, 64)", style=solid]; +"1872 unsqueeze_52" -> "1873 unsqueeze_53" [label="(4, 1, 64, 64)", style=solid]; +"1873 unsqueeze_53" -> "1874 add_60" [label="(1, 4, 1, 64, 64)", style=solid]; +"1874 add_60" -> "1875 view_97" [label="(1, 4, 12, 64, 64)", style=solid]; +"1875 view_97" -> "1876 softmax_17" [label="(4, 12, 64, 64)", style=solid]; +"1876 softmax_17" -> "1877 dropout_68" [label="(4, 12, 64, 64)", style=solid]; +"1877 dropout_68" -> "1878 matmul_35" [label="(4, 12, 64, 64)", style=solid]; +"1878 matmul_35" -> "1879 transpose_35" [label="(4, 12, 64, 32)", style=solid]; +"1879 transpose_35" -> "1880 reshape_79" [label="(4, 64, 12, 32)", style=solid]; +"1880 reshape_79" -> "1881 reshape_79_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1881 reshape_79_0_0_nncf_smooth_quant_0" -> "1882 quantize_per_tensor_default_108" [label="(4, 64, 384)", style=solid]; +"1882 quantize_per_tensor_default_108" -> "1883 dequantize_per_tensor_default_108" [label="(4, 64, 384)", style=solid]; +"1883 dequantize_per_tensor_default_108" -> "1889 linear_107" [label="(4, 64, 384)", style=solid]; +"1884 scale_updated_constant72" -> "1886 mul_tensor_72" [label="(384, 1)", style=solid]; +"1885 compressed_weight_updated_constant72" -> "1886 mul_tensor_72" [label="(384, 384)", style=solid]; +"1886 mul_tensor_72" -> "1888 sub_tensor_72" [label="(384, 384)", style=solid]; +"1887 zero_point_updated_constant72" -> "1888 sub_tensor_72" [label="(384, 1)", style=solid]; +"1888 sub_tensor_72" -> "1889 linear_107" [label="(384, 384)", style=solid]; +"1889 linear_107" -> "1890 dropout_69" [label="(4, 64, 384)", style=solid]; +"1890 dropout_69" -> "1891 view_98" [label="(4, 64, 384)", style=solid]; +"1891 view_98" -> "1892 permute_81" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1892 permute_81" -> "1893 reshape_80" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1893 reshape_80" -> "1894 roll_17" [label="(1, 16, 16, 384)", style=solid]; +"1894 roll_17" -> "1895 slice_269" [label="(1, 16, 16, 384)", style=solid]; +"1895 slice_269" -> "1896 slice_270" [label="(1, 16, 16, 384)", style=solid]; +"1896 slice_270" -> "1897 slice_271" [label="(1, 14, 16, 384)", style=solid]; +"1897 slice_271" -> "1898 slice_272" [label="(1, 14, 14, 384)", style=solid]; +"1898 slice_272" -> "1899 contiguous_33" [label="(1, 14, 14, 384)", style=solid]; +"1899 contiguous_33" -> "1900 layer_norm_37" [label="(1, 14, 14, 384)", style=solid]; +"1900 layer_norm_37" -> "1901 add_61" [label="(1, 14, 14, 384)", style=solid]; +"1901 add_61" -> "1902 add_61_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"1901 add_61" -> "1924 add_62" [label="(1, 14, 14, 384)", style=solid]; +"1902 add_61_0_0_nncf_smooth_quant_0" -> "1903 quantize_per_tensor_default_109" [label="(1, 14, 14, 384)", style=solid]; +"1903 quantize_per_tensor_default_109" -> "1904 dequantize_per_tensor_default_109" [label="(1, 14, 14, 384)", style=solid]; +"1904 dequantize_per_tensor_default_109" -> "1910 linear_108" [label="(1, 14, 14, 384)", style=solid]; +"1905 scale_updated_constant73" -> "1907 mul_tensor_73" [label="(1536, 1)", style=solid]; +"1906 compressed_weight_updated_constant73" -> "1907 mul_tensor_73" [label="(1536, 384)", style=solid]; +"1907 mul_tensor_73" -> "1909 sub_tensor_73" [label="(1536, 384)", style=solid]; +"1908 zero_point_updated_constant73" -> "1909 sub_tensor_73" [label="(1536, 1)", style=solid]; +"1909 sub_tensor_73" -> "1910 linear_108" [label="(1536, 384)", style=solid]; +"1910 linear_108" -> "1911 gelu_17" [label="(1, 14, 14, 1536)", style=solid]; +"1911 gelu_17" -> "1912 dropout_70" [label="(1, 14, 14, 1536)", style=solid]; +"1912 dropout_70" -> "1913 dropout_70_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"1913 dropout_70_0_0_nncf_smooth_quant_0" -> "1914 quantize_per_tensor_default_110" [label="(1, 14, 14, 1536)", style=solid]; +"1914 quantize_per_tensor_default_110" -> "1915 dequantize_per_tensor_default_110" [label="(1, 14, 14, 1536)", style=solid]; +"1915 dequantize_per_tensor_default_110" -> "1921 linear_109" [label="(1, 14, 14, 1536)", style=solid]; +"1916 scale_updated_constant74" -> "1918 mul_tensor_74" [label="(384, 1)", style=solid]; +"1917 compressed_weight_updated_constant74" -> "1918 mul_tensor_74" [label="(384, 1536)", style=solid]; +"1918 mul_tensor_74" -> "1920 sub_tensor_74" [label="(384, 1536)", style=solid]; +"1919 zero_point_updated_constant74" -> "1920 sub_tensor_74" [label="(384, 1)", style=solid]; +"1920 sub_tensor_74" -> "1921 linear_109" [label="(384, 1536)", style=solid]; +"1921 linear_109" -> "1922 dropout_71" [label="(1, 14, 14, 384)", style=solid]; +"1922 dropout_71" -> "1923 layer_norm_38" [label="(1, 14, 14, 384)", style=solid]; +"1923 layer_norm_38" -> "1924 add_62" [label="(1, 14, 14, 384)", style=solid]; +"1924 add_62" -> "1926 pad_20" [label="(1, 14, 14, 384)", style=solid]; +"1924 add_62" -> "1986 add_64" [label="(1, 14, 14, 384)", style=solid]; +"1925 _frozen_param153" -> "1961 add_63" [label="(1, 12, 64, 64)", style=solid]; +"1926 pad_20" -> "1927 view_101" [label="(1, 16, 16, 384)", style=solid]; +"1927 view_101" -> "1928 permute_83" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1928 permute_83" -> "1929 reshape_81" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1929 reshape_81" -> "1931 reshape_81_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1930 _frozen_param154" -> "1939 linear_112" [label="(1152,)", style=solid]; +"1931 reshape_81_0_0_nncf_smooth_quant_0" -> "1932 quantize_per_tensor_default_111" [label="(4, 64, 384)", style=solid]; +"1932 quantize_per_tensor_default_111" -> "1933 dequantize_per_tensor_default_111" [label="(4, 64, 384)", style=solid]; +"1933 dequantize_per_tensor_default_111" -> "1939 linear_112" [label="(4, 64, 384)", style=solid]; +"1934 scale_updated_constant75" -> "1936 mul_tensor_75" [label="(1152, 1)", style=solid]; +"1935 compressed_weight_updated_constant75" -> "1936 mul_tensor_75" [label="(1152, 384)", style=solid]; +"1936 mul_tensor_75" -> "1938 sub_tensor_75" [label="(1152, 384)", style=solid]; +"1937 zero_point_updated_constant75" -> "1938 sub_tensor_75" [label="(1152, 1)", style=solid]; +"1938 sub_tensor_75" -> "1939 linear_112" [label="(1152, 384)", style=solid]; +"1939 linear_112" -> "1940 reshape_82" [label="(4, 64, 1152)", style=solid]; +"1940 reshape_82" -> "1941 permute_84" [label="(4, 64, 3, 12, 32)", style=solid]; +"1941 permute_84" -> "1942 select_54" [label="(3, 4, 12, 64, 32)", style=solid]; +"1941 permute_84" -> "1943 select_55" [label="(3, 4, 12, 64, 32)", style=solid]; +"1941 permute_84" -> "1944 select_56" [label="(3, 4, 12, 64, 32)", style=solid]; +"1942 select_54" -> "1945 linalg_vector_norm_36" [label="(4, 12, 64, 32)", style=solid]; +"1942 select_54" -> "1947 expand_as_36" [label="(4, 12, 64, 32)", style=solid]; +"1942 select_54" -> "1948 div_36" [label="(4, 12, 64, 32)", style=solid]; +"1943 select_55" -> "1951 linalg_vector_norm_37" [label="(4, 12, 64, 32)", style=solid]; +"1943 select_55" -> "1953 expand_as_37" [label="(4, 12, 64, 32)", style=solid]; +"1943 select_55" -> "1954 div_37" [label="(4, 12, 64, 32)", style=solid]; +"1944 select_56" -> "1964 matmul_37" [label="(4, 12, 64, 32)", style=solid]; +"1945 linalg_vector_norm_36" -> "1946 clamp_min_36" [label="(4, 12, 64, 1)", style=solid]; +"1946 clamp_min_36" -> "1947 expand_as_36" [label="(4, 12, 64, 1)", style=solid]; +"1947 expand_as_36" -> "1948 div_36" [label="(4, 12, 64, 32)", style=solid]; +"1948 div_36" -> "1949 quantize_per_tensor_default_112" [label="(4, 12, 64, 32)", style=solid]; +"1949 quantize_per_tensor_default_112" -> "1950 dequantize_per_tensor_default_112" [label="(4, 12, 64, 32)", style=solid]; +"1950 dequantize_per_tensor_default_112" -> "1958 matmul_36" [label="(4, 12, 64, 32)", style=solid]; +"1951 linalg_vector_norm_37" -> "1952 clamp_min_37" [label="(4, 12, 64, 1)", style=solid]; +"1952 clamp_min_37" -> "1953 expand_as_37" [label="(4, 12, 64, 1)", style=solid]; +"1953 expand_as_37" -> "1954 div_37" [label="(4, 12, 64, 32)", style=solid]; +"1954 div_37" -> "1955 quantize_per_tensor_default_113" [label="(4, 12, 64, 32)", style=solid]; +"1955 quantize_per_tensor_default_113" -> "1956 dequantize_per_tensor_default_113" [label="(4, 12, 64, 32)", style=solid]; +"1956 dequantize_per_tensor_default_113" -> "1957 transpose_36" [label="(4, 12, 64, 32)", style=solid]; +"1957 transpose_36" -> "1958 matmul_36" [label="(4, 12, 32, 64)", style=solid]; +"1958 matmul_36" -> "1960 mul_37" [label="(4, 12, 64, 64)", style=solid]; +"1959 _frozen_param156" -> "1960 mul_37" [label="(12, 1, 1)", style=solid]; +"1960 mul_37" -> "1961 add_63" [label="(4, 12, 64, 64)", style=solid]; +"1961 add_63" -> "1962 softmax_18" [label="(4, 12, 64, 64)", style=solid]; +"1962 softmax_18" -> "1963 dropout_72" [label="(4, 12, 64, 64)", style=solid]; +"1963 dropout_72" -> "1964 matmul_37" [label="(4, 12, 64, 64)", style=solid]; +"1964 matmul_37" -> "1965 transpose_37" [label="(4, 12, 64, 32)", style=solid]; +"1965 transpose_37" -> "1966 reshape_83" [label="(4, 64, 12, 32)", style=solid]; +"1966 reshape_83" -> "1967 reshape_83_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1967 reshape_83_0_0_nncf_smooth_quant_0" -> "1968 quantize_per_tensor_default_114" [label="(4, 64, 384)", style=solid]; +"1968 quantize_per_tensor_default_114" -> "1969 dequantize_per_tensor_default_114" [label="(4, 64, 384)", style=solid]; +"1969 dequantize_per_tensor_default_114" -> "1975 linear_113" [label="(4, 64, 384)", style=solid]; +"1970 scale_updated_constant76" -> "1972 mul_tensor_76" [label="(384, 1)", style=solid]; +"1971 compressed_weight_updated_constant76" -> "1972 mul_tensor_76" [label="(384, 384)", style=solid]; +"1972 mul_tensor_76" -> "1974 sub_tensor_76" [label="(384, 384)", style=solid]; +"1973 zero_point_updated_constant76" -> "1974 sub_tensor_76" [label="(384, 1)", style=solid]; +"1974 sub_tensor_76" -> "1975 linear_113" [label="(384, 384)", style=solid]; +"1975 linear_113" -> "1976 dropout_73" [label="(4, 64, 384)", style=solid]; +"1976 dropout_73" -> "1977 view_102" [label="(4, 64, 384)", style=solid]; +"1977 view_102" -> "1978 permute_85" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1978 permute_85" -> "1979 reshape_84" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1979 reshape_84" -> "1980 slice_274" [label="(1, 16, 16, 384)", style=solid]; +"1980 slice_274" -> "1981 slice_275" [label="(1, 16, 16, 384)", style=solid]; +"1981 slice_275" -> "1982 slice_276" [label="(1, 14, 16, 384)", style=solid]; +"1982 slice_276" -> "1983 slice_277" [label="(1, 14, 14, 384)", style=solid]; +"1983 slice_277" -> "1984 contiguous_35" [label="(1, 14, 14, 384)", style=solid]; +"1984 contiguous_35" -> "1985 layer_norm_39" [label="(1, 14, 14, 384)", style=solid]; +"1985 layer_norm_39" -> "1986 add_64" [label="(1, 14, 14, 384)", style=solid]; +"1986 add_64" -> "1987 add_64_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"1986 add_64" -> "2009 add_65" [label="(1, 14, 14, 384)", style=solid]; +"1987 add_64_0_0_nncf_smooth_quant_0" -> "1988 quantize_per_tensor_default_115" [label="(1, 14, 14, 384)", style=solid]; +"1988 quantize_per_tensor_default_115" -> "1989 dequantize_per_tensor_default_115" [label="(1, 14, 14, 384)", style=solid]; +"1989 dequantize_per_tensor_default_115" -> "1995 linear_114" [label="(1, 14, 14, 384)", style=solid]; +"1990 scale_updated_constant77" -> "1992 mul_tensor_77" [label="(1536, 1)", style=solid]; +"1991 compressed_weight_updated_constant77" -> "1992 mul_tensor_77" [label="(1536, 384)", style=solid]; +"1992 mul_tensor_77" -> "1994 sub_tensor_77" [label="(1536, 384)", style=solid]; +"1993 zero_point_updated_constant77" -> "1994 sub_tensor_77" [label="(1536, 1)", style=solid]; +"1994 sub_tensor_77" -> "1995 linear_114" [label="(1536, 384)", style=solid]; +"1995 linear_114" -> "1996 gelu_18" [label="(1, 14, 14, 1536)", style=solid]; +"1996 gelu_18" -> "1997 dropout_74" [label="(1, 14, 14, 1536)", style=solid]; +"1997 dropout_74" -> "1998 dropout_74_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"1998 dropout_74_0_0_nncf_smooth_quant_0" -> "1999 quantize_per_tensor_default_116" [label="(1, 14, 14, 1536)", style=solid]; +"1999 quantize_per_tensor_default_116" -> "2000 dequantize_per_tensor_default_116" [label="(1, 14, 14, 1536)", style=solid]; +"2000 dequantize_per_tensor_default_116" -> "2006 linear_115" [label="(1, 14, 14, 1536)", style=solid]; +"2001 scale_updated_constant78" -> "2003 mul_tensor_78" [label="(384, 1)", style=solid]; +"2002 compressed_weight_updated_constant78" -> "2003 mul_tensor_78" [label="(384, 1536)", style=solid]; +"2003 mul_tensor_78" -> "2005 sub_tensor_78" [label="(384, 1536)", style=solid]; +"2004 zero_point_updated_constant78" -> "2005 sub_tensor_78" [label="(384, 1)", style=solid]; +"2005 sub_tensor_78" -> "2006 linear_115" [label="(384, 1536)", style=solid]; +"2006 linear_115" -> "2007 dropout_75" [label="(1, 14, 14, 384)", style=solid]; +"2007 dropout_75" -> "2008 layer_norm_40" [label="(1, 14, 14, 384)", style=solid]; +"2008 layer_norm_40" -> "2009 add_65" [label="(1, 14, 14, 384)", style=solid]; +"2009 add_65" -> "2011 pad_21" [label="(1, 14, 14, 384)", style=solid]; +"2009 add_65" -> "2089 add_68" [label="(1, 14, 14, 384)", style=solid]; +"2010 _frozen_param157" -> "2047 add_66" [label="(1, 12, 64, 64)", style=solid]; +"2011 pad_21" -> "2012 roll_18" [label="(1, 16, 16, 384)", style=solid]; +"2012 roll_18" -> "2013 view_105" [label="(1, 16, 16, 384)", style=solid]; +"2013 view_105" -> "2014 permute_87" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"2014 permute_87" -> "2015 reshape_85" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"2015 reshape_85" -> "2017 reshape_85_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"2015 reshape_85" -> "2048 new_zeros_9" [label="(4, 64, 384)", style=solid]; +"2016 _frozen_param158" -> "2025 linear_118" [label="(1152,)", style=solid]; +"2017 reshape_85_0_0_nncf_smooth_quant_0" -> "2018 quantize_per_tensor_default_117" [label="(4, 64, 384)", style=solid]; +"2018 quantize_per_tensor_default_117" -> "2019 dequantize_per_tensor_default_117" [label="(4, 64, 384)", style=solid]; +"2019 dequantize_per_tensor_default_117" -> "2025 linear_118" [label="(4, 64, 384)", style=solid]; +"2020 scale_updated_constant79" -> "2022 mul_tensor_79" [label="(1152, 1)", style=solid]; +"2021 compressed_weight_updated_constant79" -> "2022 mul_tensor_79" [label="(1152, 384)", style=solid]; +"2022 mul_tensor_79" -> "2024 sub_tensor_79" [label="(1152, 384)", style=solid]; +"2023 zero_point_updated_constant79" -> "2024 sub_tensor_79" [label="(1152, 1)", style=solid]; +"2024 sub_tensor_79" -> "2025 linear_118" [label="(1152, 384)", style=solid]; +"2025 linear_118" -> "2026 reshape_86" [label="(4, 64, 1152)", style=solid]; +"2026 reshape_86" -> "2027 permute_88" [label="(4, 64, 3, 12, 32)", style=solid]; +"2027 permute_88" -> "2028 select_57" [label="(3, 4, 12, 64, 32)", style=solid]; +"2027 permute_88" -> "2029 select_58" [label="(3, 4, 12, 64, 32)", style=solid]; +"2027 permute_88" -> "2030 select_59" [label="(3, 4, 12, 64, 32)", style=solid]; +"2028 select_57" -> "2031 linalg_vector_norm_38" [label="(4, 12, 64, 32)", style=solid]; +"2028 select_57" -> "2033 expand_as_38" [label="(4, 12, 64, 32)", style=solid]; +"2028 select_57" -> "2034 div_38" [label="(4, 12, 64, 32)", style=solid]; +"2029 select_58" -> "2037 linalg_vector_norm_39" [label="(4, 12, 64, 32)", style=solid]; +"2029 select_58" -> "2039 expand_as_39" [label="(4, 12, 64, 32)", style=solid]; +"2029 select_58" -> "2040 div_39" [label="(4, 12, 64, 32)", style=solid]; +"2030 select_59" -> "2066 matmul_39" [label="(4, 12, 64, 32)", style=solid]; +"2031 linalg_vector_norm_38" -> "2032 clamp_min_38" [label="(4, 12, 64, 1)", style=solid]; +"2032 clamp_min_38" -> "2033 expand_as_38" [label="(4, 12, 64, 1)", style=solid]; +"2033 expand_as_38" -> "2034 div_38" [label="(4, 12, 64, 32)", style=solid]; +"2034 div_38" -> "2035 quantize_per_tensor_default_118" [label="(4, 12, 64, 32)", style=solid]; +"2035 quantize_per_tensor_default_118" -> "2036 dequantize_per_tensor_default_118" [label="(4, 12, 64, 32)", style=solid]; +"2036 dequantize_per_tensor_default_118" -> "2044 matmul_38" [label="(4, 12, 64, 32)", style=solid]; +"2037 linalg_vector_norm_39" -> "2038 clamp_min_39" [label="(4, 12, 64, 1)", style=solid]; +"2038 clamp_min_39" -> "2039 expand_as_39" [label="(4, 12, 64, 1)", style=solid]; +"2039 expand_as_39" -> "2040 div_39" [label="(4, 12, 64, 32)", style=solid]; +"2040 div_39" -> "2041 quantize_per_tensor_default_119" [label="(4, 12, 64, 32)", style=solid]; +"2041 quantize_per_tensor_default_119" -> "2042 dequantize_per_tensor_default_119" [label="(4, 12, 64, 32)", style=solid]; +"2042 dequantize_per_tensor_default_119" -> "2043 transpose_38" [label="(4, 12, 64, 32)", style=solid]; +"2043 transpose_38" -> "2044 matmul_38" [label="(4, 12, 32, 64)", style=solid]; +"2044 matmul_38" -> "2046 mul_39" [label="(4, 12, 64, 64)", style=solid]; +"2045 _frozen_param160" -> "2046 mul_39" [label="(12, 1, 1)", style=solid]; +"2046 mul_39" -> "2047 add_66" [label="(4, 12, 64, 64)", style=solid]; +"2047 add_66" -> "2059 view_107" [label="(4, 12, 64, 64)", style=solid]; +"2048 new_zeros_9" -> "2049 view_106" [label="(16, 16)", style=solid]; +"2049 view_106" -> "2050 permute_89" [label="(2, 8, 2, 8)", style=solid]; +"2050 permute_89" -> "2051 reshape_87" [label="(2, 2, 8, 8)", style=solid]; +"2051 reshape_87" -> "2052 unsqueeze_56" [label="(4, 64)", style=solid]; +"2051 reshape_87" -> "2053 unsqueeze_57" [label="(4, 64)", style=solid]; +"2052 unsqueeze_56" -> "2054 sub_9" [label="(4, 1, 64)", style=solid]; +"2053 unsqueeze_57" -> "2054 sub_9" [label="(4, 64, 1)", style=solid]; +"2054 sub_9" -> "2055 ne_9" [label="(4, 64, 64)", style=solid]; +"2054 sub_9" -> "2056 masked_fill_18" [label="(4, 64, 64)", style=solid]; +"2054 sub_9" -> "2057 eq_9" [label="(4, 64, 64)", style=solid]; +"2055 ne_9" -> "2056 masked_fill_18" [label="(4, 64, 64)", style=solid]; +"2056 masked_fill_18" -> "2058 masked_fill_19" [label="(4, 64, 64)", style=solid]; +"2057 eq_9" -> "2058 masked_fill_19" [label="(4, 64, 64)", style=solid]; +"2058 masked_fill_19" -> "2060 unsqueeze_58" [label="(4, 64, 64)", style=solid]; +"2059 view_107" -> "2062 add_67" [label="(1, 4, 12, 64, 64)", style=solid]; +"2060 unsqueeze_58" -> "2061 unsqueeze_59" [label="(4, 1, 64, 64)", style=solid]; +"2061 unsqueeze_59" -> "2062 add_67" [label="(1, 4, 1, 64, 64)", style=solid]; +"2062 add_67" -> "2063 view_108" [label="(1, 4, 12, 64, 64)", style=solid]; +"2063 view_108" -> "2064 softmax_19" [label="(4, 12, 64, 64)", style=solid]; +"2064 softmax_19" -> "2065 dropout_76" [label="(4, 12, 64, 64)", style=solid]; +"2065 dropout_76" -> "2066 matmul_39" [label="(4, 12, 64, 64)", style=solid]; +"2066 matmul_39" -> "2067 transpose_39" [label="(4, 12, 64, 32)", style=solid]; +"2067 transpose_39" -> "2068 reshape_88" [label="(4, 64, 12, 32)", style=solid]; +"2068 reshape_88" -> "2069 reshape_88_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"2069 reshape_88_0_0_nncf_smooth_quant_0" -> "2070 quantize_per_tensor_default_120" [label="(4, 64, 384)", style=solid]; +"2070 quantize_per_tensor_default_120" -> "2071 dequantize_per_tensor_default_120" [label="(4, 64, 384)", style=solid]; +"2071 dequantize_per_tensor_default_120" -> "2077 linear_119" [label="(4, 64, 384)", style=solid]; +"2072 scale_updated_constant80" -> "2074 mul_tensor_80" [label="(384, 1)", style=solid]; +"2073 compressed_weight_updated_constant80" -> "2074 mul_tensor_80" [label="(384, 384)", style=solid]; +"2074 mul_tensor_80" -> "2076 sub_tensor_80" [label="(384, 384)", style=solid]; +"2075 zero_point_updated_constant80" -> "2076 sub_tensor_80" [label="(384, 1)", style=solid]; +"2076 sub_tensor_80" -> "2077 linear_119" [label="(384, 384)", style=solid]; +"2077 linear_119" -> "2078 dropout_77" [label="(4, 64, 384)", style=solid]; +"2078 dropout_77" -> "2079 view_109" [label="(4, 64, 384)", style=solid]; +"2079 view_109" -> "2080 permute_90" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"2080 permute_90" -> "2081 reshape_89" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"2081 reshape_89" -> "2082 roll_19" [label="(1, 16, 16, 384)", style=solid]; +"2082 roll_19" -> "2083 slice_297" [label="(1, 16, 16, 384)", style=solid]; +"2083 slice_297" -> "2084 slice_298" [label="(1, 16, 16, 384)", style=solid]; +"2084 slice_298" -> "2085 slice_299" [label="(1, 14, 16, 384)", style=solid]; +"2085 slice_299" -> "2086 slice_300" [label="(1, 14, 14, 384)", style=solid]; +"2086 slice_300" -> "2087 contiguous_37" [label="(1, 14, 14, 384)", style=solid]; +"2087 contiguous_37" -> "2088 layer_norm_41" [label="(1, 14, 14, 384)", style=solid]; +"2088 layer_norm_41" -> "2089 add_68" [label="(1, 14, 14, 384)", style=solid]; +"2089 add_68" -> "2090 add_68_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"2089 add_68" -> "2112 add_69" [label="(1, 14, 14, 384)", style=solid]; +"2090 add_68_0_0_nncf_smooth_quant_0" -> "2091 quantize_per_tensor_default_121" [label="(1, 14, 14, 384)", style=solid]; +"2091 quantize_per_tensor_default_121" -> "2092 dequantize_per_tensor_default_121" [label="(1, 14, 14, 384)", style=solid]; +"2092 dequantize_per_tensor_default_121" -> "2098 linear_120" [label="(1, 14, 14, 384)", style=solid]; +"2093 scale_updated_constant81" -> "2095 mul_tensor_81" [label="(1536, 1)", style=solid]; +"2094 compressed_weight_updated_constant81" -> "2095 mul_tensor_81" [label="(1536, 384)", style=solid]; +"2095 mul_tensor_81" -> "2097 sub_tensor_81" [label="(1536, 384)", style=solid]; +"2096 zero_point_updated_constant81" -> "2097 sub_tensor_81" [label="(1536, 1)", style=solid]; +"2097 sub_tensor_81" -> "2098 linear_120" [label="(1536, 384)", style=solid]; +"2098 linear_120" -> "2099 gelu_19" [label="(1, 14, 14, 1536)", style=solid]; +"2099 gelu_19" -> "2100 dropout_78" [label="(1, 14, 14, 1536)", style=solid]; +"2100 dropout_78" -> "2101 dropout_78_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"2101 dropout_78_0_0_nncf_smooth_quant_0" -> "2102 quantize_per_tensor_default_122" [label="(1, 14, 14, 1536)", style=solid]; +"2102 quantize_per_tensor_default_122" -> "2103 dequantize_per_tensor_default_122" [label="(1, 14, 14, 1536)", style=solid]; +"2103 dequantize_per_tensor_default_122" -> "2109 linear_121" [label="(1, 14, 14, 1536)", style=solid]; +"2104 scale_updated_constant82" -> "2106 mul_tensor_82" [label="(384, 1)", style=solid]; +"2105 compressed_weight_updated_constant82" -> "2106 mul_tensor_82" [label="(384, 1536)", style=solid]; +"2106 mul_tensor_82" -> "2108 sub_tensor_82" [label="(384, 1536)", style=solid]; +"2107 zero_point_updated_constant82" -> "2108 sub_tensor_82" [label="(384, 1)", style=solid]; +"2108 sub_tensor_82" -> "2109 linear_121" [label="(384, 1536)", style=solid]; +"2109 linear_121" -> "2110 dropout_79" [label="(1, 14, 14, 384)", style=solid]; +"2110 dropout_79" -> "2111 layer_norm_42" [label="(1, 14, 14, 384)", style=solid]; +"2111 layer_norm_42" -> "2112 add_69" [label="(1, 14, 14, 384)", style=solid]; +"2112 add_69" -> "2114 pad_22" [label="(1, 14, 14, 384)", style=solid]; +"2112 add_69" -> "2174 add_71" [label="(1, 14, 14, 384)", style=solid]; +"2113 _frozen_param170" -> "2149 add_70" [label="(1, 12, 64, 64)", style=solid]; +"2114 pad_22" -> "2115 view_112" [label="(1, 16, 16, 384)", style=solid]; +"2115 view_112" -> "2116 permute_92" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"2116 permute_92" -> "2117 reshape_90" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"2117 reshape_90" -> "2119 reshape_90_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"2118 _frozen_param171" -> "2127 linear_124" [label="(1152,)", style=solid]; +"2119 reshape_90_0_0_nncf_smooth_quant_0" -> "2120 quantize_per_tensor_default_123" [label="(4, 64, 384)", style=solid]; +"2120 quantize_per_tensor_default_123" -> "2121 dequantize_per_tensor_default_123" [label="(4, 64, 384)", style=solid]; +"2121 dequantize_per_tensor_default_123" -> "2127 linear_124" [label="(4, 64, 384)", style=solid]; +"2122 scale_updated_constant83" -> "2124 mul_tensor_83" [label="(1152, 1)", style=solid]; +"2123 compressed_weight_updated_constant83" -> "2124 mul_tensor_83" [label="(1152, 384)", style=solid]; +"2124 mul_tensor_83" -> "2126 sub_tensor_83" [label="(1152, 384)", style=solid]; +"2125 zero_point_updated_constant83" -> "2126 sub_tensor_83" [label="(1152, 1)", style=solid]; +"2126 sub_tensor_83" -> "2127 linear_124" [label="(1152, 384)", style=solid]; +"2127 linear_124" -> "2128 reshape_91" [label="(4, 64, 1152)", style=solid]; +"2128 reshape_91" -> "2129 permute_93" [label="(4, 64, 3, 12, 32)", style=solid]; +"2129 permute_93" -> "2130 select_60" [label="(3, 4, 12, 64, 32)", style=solid]; +"2129 permute_93" -> "2131 select_61" [label="(3, 4, 12, 64, 32)", style=solid]; +"2129 permute_93" -> "2132 select_62" [label="(3, 4, 12, 64, 32)", style=solid]; +"2130 select_60" -> "2133 linalg_vector_norm_40" [label="(4, 12, 64, 32)", style=solid]; +"2130 select_60" -> "2135 expand_as_40" [label="(4, 12, 64, 32)", style=solid]; +"2130 select_60" -> "2136 div_40" [label="(4, 12, 64, 32)", style=solid]; +"2131 select_61" -> "2139 linalg_vector_norm_41" [label="(4, 12, 64, 32)", style=solid]; +"2131 select_61" -> "2141 expand_as_41" [label="(4, 12, 64, 32)", style=solid]; +"2131 select_61" -> "2142 div_41" [label="(4, 12, 64, 32)", style=solid]; +"2132 select_62" -> "2152 matmul_41" [label="(4, 12, 64, 32)", style=solid]; +"2133 linalg_vector_norm_40" -> "2134 clamp_min_40" [label="(4, 12, 64, 1)", style=solid]; +"2134 clamp_min_40" -> "2135 expand_as_40" [label="(4, 12, 64, 1)", style=solid]; +"2135 expand_as_40" -> "2136 div_40" [label="(4, 12, 64, 32)", style=solid]; +"2136 div_40" -> "2137 quantize_per_tensor_default_124" [label="(4, 12, 64, 32)", style=solid]; +"2137 quantize_per_tensor_default_124" -> "2138 dequantize_per_tensor_default_124" [label="(4, 12, 64, 32)", style=solid]; +"2138 dequantize_per_tensor_default_124" -> "2146 matmul_40" [label="(4, 12, 64, 32)", style=solid]; +"2139 linalg_vector_norm_41" -> "2140 clamp_min_41" [label="(4, 12, 64, 1)", style=solid]; +"2140 clamp_min_41" -> "2141 expand_as_41" [label="(4, 12, 64, 1)", style=solid]; +"2141 expand_as_41" -> "2142 div_41" [label="(4, 12, 64, 32)", style=solid]; +"2142 div_41" -> "2143 quantize_per_tensor_default_125" [label="(4, 12, 64, 32)", style=solid]; +"2143 quantize_per_tensor_default_125" -> "2144 dequantize_per_tensor_default_125" [label="(4, 12, 64, 32)", style=solid]; +"2144 dequantize_per_tensor_default_125" -> "2145 transpose_40" [label="(4, 12, 64, 32)", style=solid]; +"2145 transpose_40" -> "2146 matmul_40" [label="(4, 12, 32, 64)", style=solid]; +"2146 matmul_40" -> "2148 mul_41" [label="(4, 12, 64, 64)", style=solid]; +"2147 _frozen_param173" -> "2148 mul_41" [label="(12, 1, 1)", style=solid]; +"2148 mul_41" -> "2149 add_70" [label="(4, 12, 64, 64)", style=solid]; +"2149 add_70" -> "2150 softmax_20" [label="(4, 12, 64, 64)", style=solid]; +"2150 softmax_20" -> "2151 dropout_80" [label="(4, 12, 64, 64)", style=solid]; +"2151 dropout_80" -> "2152 matmul_41" [label="(4, 12, 64, 64)", style=solid]; +"2152 matmul_41" -> "2153 transpose_41" [label="(4, 12, 64, 32)", style=solid]; +"2153 transpose_41" -> "2154 reshape_92" [label="(4, 64, 12, 32)", style=solid]; +"2154 reshape_92" -> "2155 reshape_92_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"2155 reshape_92_0_0_nncf_smooth_quant_0" -> "2156 quantize_per_tensor_default_126" [label="(4, 64, 384)", style=solid]; +"2156 quantize_per_tensor_default_126" -> "2157 dequantize_per_tensor_default_126" [label="(4, 64, 384)", style=solid]; +"2157 dequantize_per_tensor_default_126" -> "2163 linear_125" [label="(4, 64, 384)", style=solid]; +"2158 scale_updated_constant84" -> "2160 mul_tensor_84" [label="(384, 1)", style=solid]; +"2159 compressed_weight_updated_constant84" -> "2160 mul_tensor_84" [label="(384, 384)", style=solid]; +"2160 mul_tensor_84" -> "2162 sub_tensor_84" [label="(384, 384)", style=solid]; +"2161 zero_point_updated_constant84" -> "2162 sub_tensor_84" [label="(384, 1)", style=solid]; +"2162 sub_tensor_84" -> "2163 linear_125" [label="(384, 384)", style=solid]; +"2163 linear_125" -> "2164 dropout_81" [label="(4, 64, 384)", style=solid]; +"2164 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64, 1)", style=solid]; +"2346 clamp_min_44" -> "2347 expand_as_44" [label="(1, 24, 64, 1)", style=solid]; +"2347 expand_as_44" -> "2348 div_44" [label="(1, 24, 64, 32)", style=solid]; +"2348 div_44" -> "2349 quantize_per_tensor_default_137" [label="(1, 24, 64, 32)", style=solid]; +"2349 quantize_per_tensor_default_137" -> "2350 dequantize_per_tensor_default_137" [label="(1, 24, 64, 32)", style=solid]; +"2350 dequantize_per_tensor_default_137" -> "2358 matmul_44" [label="(1, 24, 64, 32)", style=solid]; +"2351 linalg_vector_norm_45" -> "2352 clamp_min_45" [label="(1, 24, 64, 1)", style=solid]; +"2352 clamp_min_45" -> "2353 expand_as_45" [label="(1, 24, 64, 1)", style=solid]; +"2353 expand_as_45" -> "2354 div_45" [label="(1, 24, 64, 32)", style=solid]; +"2354 div_45" -> "2355 quantize_per_tensor_default_138" [label="(1, 24, 64, 32)", style=solid]; +"2355 quantize_per_tensor_default_138" -> "2356 dequantize_per_tensor_default_138" [label="(1, 24, 64, 32)", style=solid]; +"2356 dequantize_per_tensor_default_138" -> "2357 transpose_44" [label="(1, 24, 64, 32)", style=solid]; +"2357 transpose_44" -> "2358 matmul_44" [label="(1, 24, 32, 64)", style=solid]; +"2358 matmul_44" -> "2360 mul_45" [label="(1, 24, 64, 64)", style=solid]; +"2359 _frozen_param190" -> "2360 mul_45" [label="(24, 1, 1)", style=solid]; +"2360 mul_45" -> "2361 add_77" [label="(1, 24, 64, 64)", style=solid]; +"2361 add_77" -> "2362 softmax_22" [label="(1, 24, 64, 64)", style=solid]; +"2362 softmax_22" -> "2363 dropout_88" [label="(1, 24, 64, 64)", style=solid]; +"2363 dropout_88" -> "2364 matmul_45" [label="(1, 24, 64, 64)", style=solid]; +"2364 matmul_45" -> "2365 transpose_45" [label="(1, 24, 64, 32)", style=solid]; +"2365 transpose_45" -> "2366 reshape_101" [label="(1, 64, 24, 32)", style=solid]; +"2366 reshape_101" -> "2367 reshape_101_0_0_nncf_smooth_quant_0" [label="(1, 64, 768)", style=solid]; +"2367 reshape_101_0_0_nncf_smooth_quant_0" -> "2368 quantize_per_tensor_default_139" [label="(1, 64, 768)", style=solid]; +"2368 quantize_per_tensor_default_139" -> "2369 dequantize_per_tensor_default_139" [label="(1, 64, 768)", style=solid]; +"2369 dequantize_per_tensor_default_139" -> "2375 linear_138" [label="(1, 64, 768)", style=solid]; +"2370 scale_updated_constant93" -> "2372 mul_tensor_93" [label="(768, 1)", style=solid]; +"2371 compressed_weight_updated_constant93" -> "2372 mul_tensor_93" [label="(768, 768)", style=solid]; +"2372 mul_tensor_93" -> "2374 sub_tensor_93" [label="(768, 768)", style=solid]; +"2373 zero_point_updated_constant93" -> "2374 sub_tensor_93" [label="(768, 1)", style=solid]; +"2374 sub_tensor_93" -> "2375 linear_138" [label="(768, 768)", style=solid]; +"2375 linear_138" -> "2376 dropout_89" [label="(1, 64, 768)", style=solid]; +"2376 dropout_89" -> "2377 view_124" [label="(1, 64, 768)", style=solid]; +"2377 view_124" -> "2378 permute_103" [label="(1, 1, 1, 8, 8, 768)", style=solid]; +"2378 permute_103" -> "2379 reshape_102" [label="(1, 1, 8, 1, 8, 768)", style=solid]; +"2379 reshape_102" -> "2380 slice_342" [label="(1, 8, 8, 768)", style=solid]; +"2380 slice_342" -> "2381 slice_343" [label="(1, 8, 8, 768)", style=solid]; +"2381 slice_343" -> "2382 slice_344" [label="(1, 7, 8, 768)", style=solid]; +"2382 slice_344" -> "2383 slice_345" [label="(1, 7, 7, 768)", style=solid]; +"2383 slice_345" -> "2384 contiguous_43" [label="(1, 7, 7, 768)", style=solid]; +"2384 contiguous_43" -> "2385 layer_norm_48" [label="(1, 7, 7, 768)", style=solid]; +"2385 layer_norm_48" -> "2386 add_78" [label="(1, 7, 7, 768)", style=solid]; +"2386 add_78" -> "2387 add_78_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 768)", style=solid]; +"2386 add_78" -> "2409 add_79" [label="(1, 7, 7, 768)", style=solid]; +"2387 add_78_0_0_nncf_smooth_quant_0" -> "2388 quantize_per_tensor_default_140" [label="(1, 7, 7, 768)", style=solid]; +"2388 quantize_per_tensor_default_140" -> "2389 dequantize_per_tensor_default_140" [label="(1, 7, 7, 768)", style=solid]; +"2389 dequantize_per_tensor_default_140" -> "2395 linear_139" [label="(1, 7, 7, 768)", style=solid]; +"2390 scale_updated_constant94" -> "2392 mul_tensor_94" [label="(3072, 1)", style=solid]; +"2391 compressed_weight_updated_constant94" -> "2392 mul_tensor_94" [label="(3072, 768)", style=solid]; +"2392 mul_tensor_94" -> "2394 sub_tensor_94" [label="(3072, 768)", style=solid]; +"2393 zero_point_updated_constant94" -> "2394 sub_tensor_94" [label="(3072, 1)", style=solid]; +"2394 sub_tensor_94" -> "2395 linear_139" [label="(3072, 768)", style=solid]; +"2395 linear_139" -> "2396 gelu_22" [label="(1, 7, 7, 3072)", style=solid]; +"2396 gelu_22" -> "2397 dropout_90" [label="(1, 7, 7, 3072)", style=solid]; +"2397 dropout_90" -> "2398 dropout_90_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 3072)", style=solid]; +"2398 dropout_90_0_0_nncf_smooth_quant_0" -> "2399 quantize_per_tensor_default_141" [label="(1, 7, 7, 3072)", style=solid]; +"2399 quantize_per_tensor_default_141" -> "2400 dequantize_per_tensor_default_141" [label="(1, 7, 7, 3072)", style=solid]; +"2400 dequantize_per_tensor_default_141" -> "2406 linear_140" [label="(1, 7, 7, 3072)", style=solid]; +"2401 scale_updated_constant95" -> "2403 mul_tensor_95" [label="(768, 1)", style=solid]; +"2402 compressed_weight_updated_constant95" -> "2403 mul_tensor_95" [label="(768, 3072)", style=solid]; +"2403 mul_tensor_95" -> "2405 sub_tensor_95" [label="(768, 3072)", style=solid]; +"2404 zero_point_updated_constant95" -> "2405 sub_tensor_95" [label="(768, 1)", style=solid]; +"2405 sub_tensor_95" -> "2406 linear_140" [label="(768, 3072)", style=solid]; +"2406 linear_140" -> "2407 dropout_91" [label="(1, 7, 7, 768)", style=solid]; +"2407 dropout_91" -> "2408 layer_norm_49" [label="(1, 7, 7, 768)", style=solid]; +"2408 layer_norm_49" -> "2409 add_79" [label="(1, 7, 7, 768)", style=solid]; +"2409 add_79" -> "2411 pad_26" [label="(1, 7, 7, 768)", style=solid]; +"2409 add_79" -> "2471 add_81" [label="(1, 7, 7, 768)", style=solid]; +"2410 _frozen_param191" -> "2446 add_80" [label="(1, 24, 64, 64)", style=solid]; +"2411 pad_26" -> "2412 view_127" [label="(1, 8, 8, 768)", style=solid]; +"2412 view_127" -> "2413 permute_105" [label="(1, 1, 8, 1, 8, 768)", style=solid]; +"2413 permute_105" -> "2414 reshape_103" [label="(1, 1, 1, 8, 8, 768)", style=solid]; +"2414 reshape_103" -> "2416 reshape_103_0_0_nncf_smooth_quant_0" [label="(1, 64, 768)", style=solid]; +"2415 _frozen_param192" -> "2424 linear_143" [label="(2304,)", style=solid]; +"2416 reshape_103_0_0_nncf_smooth_quant_0" -> "2417 quantize_per_tensor_default_142" [label="(1, 64, 768)", style=solid]; +"2417 quantize_per_tensor_default_142" -> "2418 dequantize_per_tensor_default_142" [label="(1, 64, 768)", style=solid]; +"2418 dequantize_per_tensor_default_142" -> "2424 linear_143" [label="(1, 64, 768)", style=solid]; +"2419 scale_updated_constant96" -> "2421 mul_tensor_96" [label="(2304, 1)", style=solid]; +"2420 compressed_weight_updated_constant96" -> "2421 mul_tensor_96" [label="(2304, 768)", style=solid]; +"2421 mul_tensor_96" -> "2423 sub_tensor_96" [label="(2304, 768)", style=solid]; +"2422 zero_point_updated_constant96" -> "2423 sub_tensor_96" [label="(2304, 1)", style=solid]; +"2423 sub_tensor_96" -> "2424 linear_143" [label="(2304, 768)", style=solid]; +"2424 linear_143" -> "2425 reshape_104" [label="(1, 64, 2304)", style=solid]; +"2425 reshape_104" -> "2426 permute_106" [label="(1, 64, 3, 24, 32)", style=solid]; +"2426 permute_106" -> "2427 select_69" [label="(3, 1, 24, 64, 32)", style=solid]; +"2426 permute_106" -> "2428 select_70" [label="(3, 1, 24, 64, 32)", style=solid]; +"2426 permute_106" -> "2429 select_71" [label="(3, 1, 24, 64, 32)", style=solid]; +"2427 select_69" -> "2430 linalg_vector_norm_46" [label="(1, 24, 64, 32)", style=solid]; +"2427 select_69" -> "2432 expand_as_46" [label="(1, 24, 64, 32)", style=solid]; +"2427 select_69" -> "2433 div_46" [label="(1, 24, 64, 32)", style=solid]; +"2428 select_70" -> "2436 linalg_vector_norm_47" [label="(1, 24, 64, 32)", style=solid]; +"2428 select_70" -> "2438 expand_as_47" [label="(1, 24, 64, 32)", style=solid]; +"2428 select_70" -> "2439 div_47" [label="(1, 24, 64, 32)", style=solid]; +"2429 select_71" -> "2449 matmul_47" [label="(1, 24, 64, 32)", style=solid]; +"2430 linalg_vector_norm_46" -> "2431 clamp_min_46" [label="(1, 24, 64, 1)", style=solid]; +"2431 clamp_min_46" -> "2432 expand_as_46" [label="(1, 24, 64, 1)", style=solid]; +"2432 expand_as_46" -> "2433 div_46" [label="(1, 24, 64, 32)", style=solid]; +"2433 div_46" -> "2434 quantize_per_tensor_default_143" [label="(1, 24, 64, 32)", style=solid]; +"2434 quantize_per_tensor_default_143" -> "2435 dequantize_per_tensor_default_143" [label="(1, 24, 64, 32)", style=solid]; +"2435 dequantize_per_tensor_default_143" -> "2443 matmul_46" [label="(1, 24, 64, 32)", style=solid]; +"2436 linalg_vector_norm_47" -> "2437 clamp_min_47" [label="(1, 24, 64, 1)", style=solid]; +"2437 clamp_min_47" -> "2438 expand_as_47" [label="(1, 24, 64, 1)", style=solid]; +"2438 expand_as_47" -> "2439 div_47" [label="(1, 24, 64, 32)", style=solid]; +"2439 div_47" -> "2440 quantize_per_tensor_default_144" [label="(1, 24, 64, 32)", style=solid]; +"2440 quantize_per_tensor_default_144" -> "2441 dequantize_per_tensor_default_144" [label="(1, 24, 64, 32)", style=solid]; +"2441 dequantize_per_tensor_default_144" -> "2442 transpose_46" [label="(1, 24, 64, 32)", style=solid]; +"2442 transpose_46" -> "2443 matmul_46" [label="(1, 24, 32, 64)", style=solid]; +"2443 matmul_46" -> "2445 mul_47" [label="(1, 24, 64, 64)", style=solid]; +"2444 _frozen_param194" -> "2445 mul_47" [label="(24, 1, 1)", style=solid]; +"2445 mul_47" -> "2446 add_80" [label="(1, 24, 64, 64)", style=solid]; +"2446 add_80" -> "2447 softmax_23" [label="(1, 24, 64, 64)", style=solid]; +"2447 softmax_23" -> "2448 dropout_92" [label="(1, 24, 64, 64)", style=solid]; +"2448 dropout_92" -> "2449 matmul_47" [label="(1, 24, 64, 64)", style=solid]; +"2449 matmul_47" -> "2450 transpose_47" [label="(1, 24, 64, 32)", style=solid]; +"2450 transpose_47" -> "2451 reshape_105" [label="(1, 64, 24, 32)", style=solid]; +"2451 reshape_105" -> "2452 reshape_105_0_0_nncf_smooth_quant_0" [label="(1, 64, 768)", style=solid]; +"2452 reshape_105_0_0_nncf_smooth_quant_0" -> "2453 quantize_per_tensor_default_145" [label="(1, 64, 768)", style=solid]; +"2453 quantize_per_tensor_default_145" -> "2454 dequantize_per_tensor_default_145" [label="(1, 64, 768)", style=solid]; +"2454 dequantize_per_tensor_default_145" -> "2460 linear_144" [label="(1, 64, 768)", style=solid]; +"2455 scale_updated_constant97" -> "2457 mul_tensor_97" [label="(768, 1)", style=solid]; +"2456 compressed_weight_updated_constant97" -> "2457 mul_tensor_97" [label="(768, 768)", style=solid]; +"2457 mul_tensor_97" -> "2459 sub_tensor_97" [label="(768, 768)", style=solid]; +"2458 zero_point_updated_constant97" -> "2459 sub_tensor_97" [label="(768, 1)", style=solid]; +"2459 sub_tensor_97" -> "2460 linear_144" [label="(768, 768)", style=solid]; +"2460 linear_144" -> "2461 dropout_93" [label="(1, 64, 768)", style=solid]; +"2461 dropout_93" -> "2462 view_128" [label="(1, 64, 768)", style=solid]; +"2462 view_128" -> "2463 permute_107" [label="(1, 1, 1, 8, 8, 768)", style=solid]; +"2463 permute_107" -> "2464 reshape_106" [label="(1, 1, 8, 1, 8, 768)", style=solid]; +"2464 reshape_106" -> "2465 slice_347" [label="(1, 8, 8, 768)", style=solid]; +"2465 slice_347" -> "2466 slice_348" [label="(1, 8, 8, 768)", style=solid]; +"2466 slice_348" -> "2467 slice_349" [label="(1, 7, 8, 768)", style=solid]; +"2467 slice_349" -> "2468 slice_350" [label="(1, 7, 7, 768)", style=solid]; +"2468 slice_350" -> "2469 contiguous_45" [label="(1, 7, 7, 768)", style=solid]; +"2469 contiguous_45" -> "2470 layer_norm_50" [label="(1, 7, 7, 768)", style=solid]; +"2470 layer_norm_50" -> "2471 add_81" [label="(1, 7, 7, 768)", style=solid]; +"2471 add_81" -> "2472 add_81_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 768)", style=solid]; +"2471 add_81" -> "2494 add_82" [label="(1, 7, 7, 768)", style=solid]; +"2472 add_81_0_0_nncf_smooth_quant_0" -> "2473 quantize_per_tensor_default_146" [label="(1, 7, 7, 768)", style=solid]; +"2473 quantize_per_tensor_default_146" -> "2474 dequantize_per_tensor_default_146" [label="(1, 7, 7, 768)", style=solid]; +"2474 dequantize_per_tensor_default_146" -> "2480 linear_145" [label="(1, 7, 7, 768)", style=solid]; +"2475 scale_updated_constant98" -> "2477 mul_tensor_98" [label="(3072, 1)", style=solid]; +"2476 compressed_weight_updated_constant98" -> "2477 mul_tensor_98" [label="(3072, 768)", style=solid]; +"2477 mul_tensor_98" -> "2479 sub_tensor_98" [label="(3072, 768)", style=solid]; +"2478 zero_point_updated_constant98" -> "2479 sub_tensor_98" [label="(3072, 1)", style=solid]; +"2479 sub_tensor_98" -> "2480 linear_145" [label="(3072, 768)", style=solid]; +"2480 linear_145" -> "2481 gelu_23" [label="(1, 7, 7, 3072)", style=solid]; +"2481 gelu_23" -> "2482 dropout_94" [label="(1, 7, 7, 3072)", style=solid]; +"2482 dropout_94" -> "2483 dropout_94_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 3072)", style=solid]; +"2483 dropout_94_0_0_nncf_smooth_quant_0" -> "2484 quantize_per_tensor_default_147" [label="(1, 7, 7, 3072)", style=solid]; +"2484 quantize_per_tensor_default_147" -> "2485 dequantize_per_tensor_default_147" [label="(1, 7, 7, 3072)", style=solid]; +"2485 dequantize_per_tensor_default_147" -> "2491 linear_146" [label="(1, 7, 7, 3072)", style=solid]; +"2486 scale_updated_constant99" -> "2488 mul_tensor_99" [label="(768, 1)", style=solid]; +"2487 compressed_weight_updated_constant99" -> "2488 mul_tensor_99" [label="(768, 3072)", style=solid]; +"2488 mul_tensor_99" -> "2490 sub_tensor_99" [label="(768, 3072)", style=solid]; +"2489 zero_point_updated_constant99" -> "2490 sub_tensor_99" [label="(768, 1)", style=solid]; +"2490 sub_tensor_99" -> "2491 linear_146" [label="(768, 3072)", style=solid]; +"2491 linear_146" -> "2492 dropout_95" [label="(1, 7, 7, 768)", style=solid]; +"2492 dropout_95" -> "2493 layer_norm_51" [label="(1, 7, 7, 768)", style=solid]; +"2493 layer_norm_51" -> "2494 add_82" [label="(1, 7, 7, 768)", style=solid]; +"2494 add_82" -> "2495 layer_norm_52" [label="(1, 7, 7, 768)", style=solid]; +"2495 layer_norm_52" -> "2496 permute_108" [label="(1, 7, 7, 768)", style=solid]; +"2496 permute_108" -> "2497 adaptive_avg_pool2d" [label="(1, 768, 7, 7)", style=solid]; +"2497 adaptive_avg_pool2d" -> "2498 flatten" [label="(1, 768, 1, 1)", style=solid]; +"2498 flatten" -> "2499 flatten_0_0_nncf_smooth_quant_0" [label="(1, 768)", style=solid]; +"2499 flatten_0_0_nncf_smooth_quant_0" -> "2500 quantize_per_tensor_default_148" [label="(1, 768)", style=solid]; +"2500 quantize_per_tensor_default_148" -> "2501 dequantize_per_tensor_default_148" [label="(1, 768)", style=solid]; +"2501 dequantize_per_tensor_default_148" -> "2507 linear_147" [label="(1, 768)", style=solid]; +"2502 scale_updated_constant100" -> "2504 mul_tensor_100" [label="(1000, 1)", style=solid]; +"2503 compressed_weight_updated_constant100" -> "2504 mul_tensor_100" [label="(1000, 768)", style=solid]; +"2504 mul_tensor_100" -> "2506 sub_tensor_100" [label="(1000, 768)", style=solid]; +"2505 zero_point_updated_constant100" -> "2506 sub_tensor_100" [label="(1000, 1)", style=solid]; +"2506 sub_tensor_100" -> "2507 linear_147" [label="(1000, 768)", style=solid]; +"2507 linear_147" -> "2508 output" [label="(1, 1000)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/synthetic_transformer.dot b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/synthetic_transformer.dot new file mode 100644 index 00000000000..b86178cf5ff --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/synthetic_transformer.dot @@ -0,0 +1,49 @@ +strict digraph { +"0 wte_weight" [id=0, type=get_attr]; +"1 linear_bias" [id=1, type=get_attr]; +"2 lm_head_bias" [id=2, type=get_attr]; +"3 input_ids" [id=3, type=input]; +"4 embedding" [id=4, type=embedding]; +"5 embedding_0_0_nncf_smooth_quant_0" [id=5, type=call_module]; +"6 quantize_per_tensor_default" [id=6, type=quantize_per_tensor]; +"7 dequantize_per_tensor_default" [id=7, type=dequantize_per_tensor]; +"8 scale_updated_constant0" [id=8, type=get_attr]; +"9 compressed_weight_updated_constant0" [id=9, type=get_attr]; +"10 mul_tensor" [id=10, type=mul]; +"11 zero_point_updated_constant0" [id=11, type=get_attr]; +"12 sub_tensor" [id=12, type=sub]; +"13 linear" [id=13, type=linear]; +"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 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]; +"20 zero_point_updated_constant1" [id=20, type=get_attr]; +"21 sub_tensor_1" [id=21, type=sub]; +"22 linear_1" [id=22, type=linear]; +"23 output" [id=23, type=output]; +"0 wte_weight" -> "4 embedding" [label="(10, 5)", style=solid]; +"1 linear_bias" -> "13 linear" [label="(5,)", style=solid]; +"2 lm_head_bias" -> "22 linear_1" [label="(10,)", style=solid]; +"3 input_ids" -> "4 embedding" [label="(5,)", style=solid]; +"4 embedding" -> "5 embedding_0_0_nncf_smooth_quant_0" [label="(5, 5)", style=solid]; +"5 embedding_0_0_nncf_smooth_quant_0" -> "6 quantize_per_tensor_default" [label="(5, 5)", style=solid]; +"6 quantize_per_tensor_default" -> "7 dequantize_per_tensor_default" [label="(5, 5)", style=solid]; +"7 dequantize_per_tensor_default" -> "13 linear" [label="(5, 5)", style=solid]; +"8 scale_updated_constant0" -> "10 mul_tensor" [label="(5, 1)", style=solid]; +"9 compressed_weight_updated_constant0" -> "10 mul_tensor" [label="(5, 5)", style=solid]; +"10 mul_tensor" -> "12 sub_tensor" [label="(5, 5)", style=solid]; +"11 zero_point_updated_constant0" -> "12 sub_tensor" [label="(5, 1)", style=solid]; +"12 sub_tensor" -> "13 linear" [label="(5, 5)", style=solid]; +"13 linear" -> "14 linear_0_0_nncf_smooth_quant_0" [label="(5, 5)", 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 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]; +"20 zero_point_updated_constant1" -> "21 sub_tensor_1" [label="(10, 1)", style=solid]; +"21 sub_tensor_1" -> "22 linear_1" [label="(10, 5)", style=solid]; +"22 linear_1" -> "23 output" [label="(5, 10)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/unet.dot b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/unet.dot new file mode 100644 index 00000000000..03f8579e69c --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/unet.dot @@ -0,0 +1,515 @@ +strict digraph { +"0 down_path_0_block_0_bias" [id=0, type=get_attr]; +"1 down_path_0_block_3_bias" [id=1, type=get_attr]; +"2 down_path_1_block_0_bias" [id=2, type=get_attr]; +"3 down_path_1_block_3_bias" [id=3, type=get_attr]; +"4 down_path_2_block_0_bias" [id=4, type=get_attr]; +"5 down_path_2_block_3_bias" [id=5, type=get_attr]; +"6 down_path_3_block_0_bias" [id=6, type=get_attr]; +"7 down_path_3_block_3_bias" [id=7, type=get_attr]; +"8 down_path_4_block_0_bias" [id=8, type=get_attr]; +"9 down_path_4_block_3_bias" [id=9, type=get_attr]; +"10 up_path_0_up_bias" [id=10, type=get_attr]; +"11 up_path_0_conv_block_block_0_bias" [id=11, type=get_attr]; +"12 up_path_0_conv_block_block_3_bias" [id=12, type=get_attr]; +"13 up_path_1_up_bias" [id=13, type=get_attr]; +"14 up_path_1_conv_block_block_0_bias" [id=14, type=get_attr]; +"15 up_path_1_conv_block_block_3_bias" [id=15, type=get_attr]; +"16 up_path_2_up_bias" [id=16, type=get_attr]; +"17 up_path_2_conv_block_block_0_bias" [id=17, type=get_attr]; +"18 up_path_2_conv_block_block_3_bias" [id=18, type=get_attr]; +"19 up_path_3_up_bias" [id=19, type=get_attr]; +"20 up_path_3_conv_block_block_0_bias" [id=20, type=get_attr]; +"21 up_path_3_conv_block_block_3_bias" [id=21, type=get_attr]; +"22 last_bias" [id=22, type=get_attr]; +"23 x" [id=23, type=input]; +"24 quantize_per_tensor_default_8" [id=24, type=quantize_per_tensor]; +"25 dequantize_per_tensor_default_12" [id=25, type=dequantize_per_tensor]; +"26 scale_updated_constant0" [id=26, type=get_attr]; +"27 compressed_weight_updated_constant0" [id=27, type=get_attr]; +"28 mul_tensor" [id=28, type=mul]; +"29 zero_point_updated_constant0" [id=29, type=get_attr]; +"30 sub_tensor" [id=30, type=sub]; +"31 conv2d" [id=31, type=conv2d]; +"32 relu" [id=32, type=relu]; +"33 quantize_per_tensor_default_9" [id=33, type=quantize_per_tensor]; +"34 dequantize_per_tensor_default_13" [id=34, type=dequantize_per_tensor]; +"35 scale_updated_constant1" [id=35, type=get_attr]; +"36 compressed_weight_updated_constant1" [id=36, type=get_attr]; +"37 mul_tensor_1" [id=37, type=mul]; +"38 zero_point_updated_constant1" [id=38, type=get_attr]; +"39 sub_tensor_1" [id=39, type=sub]; +"40 conv2d_1" [id=40, type=conv2d]; +"41 relu_1" [id=41, type=relu]; +"42 quantize_per_tensor_default" [id=42, type=quantize_per_tensor]; +"43 dequantize_per_tensor_default_1" [id=43, type=dequantize_per_tensor]; +"44 dequantize_per_tensor_default" [id=44, type=dequantize_per_tensor]; +"45 max_pool2d" [id=45, type=max_pool2d]; +"46 scale_updated_constant2" [id=46, type=get_attr]; +"47 compressed_weight_updated_constant2" [id=47, type=get_attr]; +"48 mul_tensor_2" [id=48, type=mul]; +"49 zero_point_updated_constant2" [id=49, type=get_attr]; +"50 sub_tensor_2" [id=50, type=sub]; +"51 conv2d_2" [id=51, type=conv2d]; +"52 relu_2" [id=52, type=relu]; +"53 quantize_per_tensor_default_10" [id=53, type=quantize_per_tensor]; +"54 dequantize_per_tensor_default_14" [id=54, type=dequantize_per_tensor]; +"55 scale_updated_constant3" [id=55, type=get_attr]; +"56 compressed_weight_updated_constant3" [id=56, type=get_attr]; +"57 mul_tensor_3" [id=57, type=mul]; +"58 zero_point_updated_constant3" [id=58, type=get_attr]; +"59 sub_tensor_3" [id=59, type=sub]; +"60 conv2d_3" [id=60, type=conv2d]; +"61 relu_3" [id=61, type=relu]; +"62 quantize_per_tensor_default_3" [id=62, type=quantize_per_tensor]; +"63 dequantize_per_tensor_default_5" [id=63, type=dequantize_per_tensor]; +"64 dequantize_per_tensor_default_4" [id=64, type=dequantize_per_tensor]; +"65 max_pool2d_1" [id=65, type=max_pool2d]; +"66 scale_updated_constant4" [id=66, type=get_attr]; +"67 compressed_weight_updated_constant4" [id=67, type=get_attr]; +"68 mul_tensor_4" [id=68, type=mul]; +"69 zero_point_updated_constant4" [id=69, type=get_attr]; +"70 sub_tensor_4" [id=70, type=sub]; +"71 conv2d_4" [id=71, type=conv2d]; +"72 relu_4" [id=72, type=relu]; +"73 quantize_per_tensor_default_11" [id=73, type=quantize_per_tensor]; +"74 dequantize_per_tensor_default_15" [id=74, type=dequantize_per_tensor]; +"75 scale_updated_constant5" [id=75, type=get_attr]; +"76 compressed_weight_updated_constant5" [id=76, type=get_attr]; +"77 mul_tensor_5" [id=77, type=mul]; +"78 zero_point_updated_constant5" [id=78, type=get_attr]; +"79 sub_tensor_5" [id=79, type=sub]; +"80 conv2d_5" [id=80, type=conv2d]; +"81 relu_5" [id=81, type=relu]; +"82 quantize_per_tensor_default_4" [id=82, type=quantize_per_tensor]; +"83 dequantize_per_tensor_default_7" [id=83, type=dequantize_per_tensor]; +"84 dequantize_per_tensor_default_6" [id=84, type=dequantize_per_tensor]; +"85 max_pool2d_2" [id=85, type=max_pool2d]; +"86 scale_updated_constant6" [id=86, type=get_attr]; +"87 compressed_weight_updated_constant6" [id=87, type=get_attr]; +"88 mul_tensor_6" [id=88, type=mul]; +"89 zero_point_updated_constant6" [id=89, type=get_attr]; +"90 sub_tensor_6" [id=90, type=sub]; +"91 conv2d_6" [id=91, type=conv2d]; +"92 relu_6" [id=92, type=relu]; +"93 quantize_per_tensor_default_12" [id=93, type=quantize_per_tensor]; +"94 dequantize_per_tensor_default_16" [id=94, type=dequantize_per_tensor]; +"95 scale_updated_constant7" [id=95, type=get_attr]; +"96 compressed_weight_updated_constant7" [id=96, type=get_attr]; +"97 mul_tensor_7" [id=97, type=mul]; +"98 zero_point_updated_constant7" [id=98, type=get_attr]; +"99 sub_tensor_7" [id=99, type=sub]; +"100 conv2d_7" [id=100, type=conv2d]; +"101 relu_7" [id=101, type=relu]; +"102 quantize_per_tensor_default_7" [id=102, type=quantize_per_tensor]; +"103 dequantize_per_tensor_default_11" [id=103, type=dequantize_per_tensor]; +"104 dequantize_per_tensor_default_10" [id=104, type=dequantize_per_tensor]; +"105 max_pool2d_3" [id=105, type=max_pool2d]; +"106 scale_updated_constant8" [id=106, type=get_attr]; +"107 compressed_weight_updated_constant8" [id=107, type=get_attr]; +"108 mul_tensor_8" [id=108, type=mul]; +"109 zero_point_updated_constant8" [id=109, type=get_attr]; +"110 sub_tensor_8" [id=110, type=sub]; +"111 conv2d_8" [id=111, type=conv2d]; +"112 relu_8" [id=112, type=relu]; +"113 quantize_per_tensor_default_13" [id=113, type=quantize_per_tensor]; +"114 dequantize_per_tensor_default_17" [id=114, type=dequantize_per_tensor]; +"115 scale_updated_constant9" [id=115, type=get_attr]; +"116 compressed_weight_updated_constant9" [id=116, type=get_attr]; +"117 mul_tensor_9" [id=117, type=mul]; +"118 zero_point_updated_constant9" [id=118, type=get_attr]; +"119 sub_tensor_9" [id=119, type=sub]; +"120 conv2d_9" [id=120, type=conv2d]; +"121 relu_9" [id=121, type=relu]; +"122 quantize_per_tensor_default_14" [id=122, type=quantize_per_tensor]; +"123 dequantize_per_tensor_default_18" [id=123, type=dequantize_per_tensor]; +"124 scale_updated_constant10" [id=124, type=get_attr]; +"125 compressed_weight_updated_constant10" [id=125, type=get_attr]; +"126 mul_tensor_10" [id=126, type=mul]; +"127 zero_point_updated_constant10" [id=127, type=get_attr]; +"128 sub_tensor_10" [id=128, type=sub]; +"129 conv_transpose2d" [id=129, type=conv_transpose2d]; +"130 quantize_per_tensor_default_6" [id=130, type=quantize_per_tensor]; +"131 dequantize_per_tensor_default_9" [id=131, type=dequantize_per_tensor]; +"132 slice_1" [id=132, type=slice]; +"133 slice_2" [id=133, type=slice]; +"134 slice_3" [id=134, type=slice]; +"135 slice_4" [id=135, type=slice]; +"136 cat" [id=136, type=cat]; +"137 scale_updated_constant11" [id=137, type=get_attr]; +"138 compressed_weight_updated_constant11" [id=138, type=get_attr]; +"139 mul_tensor_11" [id=139, type=mul]; +"140 zero_point_updated_constant11" [id=140, type=get_attr]; +"141 sub_tensor_11" [id=141, type=sub]; +"142 conv2d_10" [id=142, type=conv2d]; +"143 relu_10" [id=143, type=relu]; +"144 quantize_per_tensor_default_15" [id=144, type=quantize_per_tensor]; +"145 dequantize_per_tensor_default_19" [id=145, type=dequantize_per_tensor]; +"146 scale_updated_constant12" [id=146, type=get_attr]; +"147 compressed_weight_updated_constant12" [id=147, type=get_attr]; +"148 mul_tensor_12" [id=148, type=mul]; +"149 zero_point_updated_constant12" [id=149, type=get_attr]; +"150 sub_tensor_12" [id=150, type=sub]; +"151 conv2d_11" [id=151, type=conv2d]; +"152 relu_11" [id=152, type=relu]; +"153 quantize_per_tensor_default_16" [id=153, type=quantize_per_tensor]; +"154 dequantize_per_tensor_default_20" [id=154, type=dequantize_per_tensor]; +"155 scale_updated_constant13" [id=155, type=get_attr]; +"156 compressed_weight_updated_constant13" [id=156, type=get_attr]; +"157 mul_tensor_13" [id=157, type=mul]; +"158 zero_point_updated_constant13" [id=158, type=get_attr]; +"159 sub_tensor_13" [id=159, type=sub]; +"160 conv_transpose2d_1" [id=160, type=conv_transpose2d]; +"161 quantize_per_tensor_default_5" [id=161, type=quantize_per_tensor]; +"162 dequantize_per_tensor_default_8" [id=162, type=dequantize_per_tensor]; +"163 slice_5" [id=163, type=slice]; +"164 slice_6" [id=164, type=slice]; +"165 slice_7" [id=165, type=slice]; +"166 slice_8" [id=166, type=slice]; +"167 cat_1" [id=167, type=cat]; +"168 scale_updated_constant14" [id=168, type=get_attr]; +"169 compressed_weight_updated_constant14" [id=169, type=get_attr]; +"170 mul_tensor_14" [id=170, type=mul]; +"171 zero_point_updated_constant14" [id=171, type=get_attr]; +"172 sub_tensor_14" [id=172, type=sub]; +"173 conv2d_12" [id=173, type=conv2d]; +"174 relu_12" [id=174, type=relu]; +"175 quantize_per_tensor_default_17" [id=175, type=quantize_per_tensor]; +"176 dequantize_per_tensor_default_21" [id=176, type=dequantize_per_tensor]; +"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]; +"180 zero_point_updated_constant15" [id=180, type=get_attr]; +"181 sub_tensor_15" [id=181, type=sub]; +"182 conv2d_13" [id=182, type=conv2d]; +"183 relu_13" [id=183, type=relu]; +"184 quantize_per_tensor_default_18" [id=184, type=quantize_per_tensor]; +"185 dequantize_per_tensor_default_22" [id=185, type=dequantize_per_tensor]; +"186 scale_updated_constant16" [id=186, type=get_attr]; +"187 compressed_weight_updated_constant16" [id=187, type=get_attr]; +"188 mul_tensor_16" [id=188, type=mul]; +"189 zero_point_updated_constant16" [id=189, type=get_attr]; +"190 sub_tensor_16" [id=190, type=sub]; +"191 conv_transpose2d_2" [id=191, type=conv_transpose2d]; +"192 quantize_per_tensor_default_2" [id=192, type=quantize_per_tensor]; +"193 dequantize_per_tensor_default_3" [id=193, type=dequantize_per_tensor]; +"194 slice_9" [id=194, type=slice]; +"195 slice_10" [id=195, type=slice]; +"196 slice_11" [id=196, type=slice]; +"197 slice_12" [id=197, type=slice]; +"198 cat_2" [id=198, type=cat]; +"199 scale_updated_constant17" [id=199, type=get_attr]; +"200 compressed_weight_updated_constant17" [id=200, type=get_attr]; +"201 mul_tensor_17" [id=201, type=mul]; +"202 zero_point_updated_constant17" [id=202, type=get_attr]; +"203 sub_tensor_17" [id=203, type=sub]; +"204 conv2d_14" [id=204, type=conv2d]; +"205 relu_14" [id=205, type=relu]; +"206 quantize_per_tensor_default_19" [id=206, type=quantize_per_tensor]; +"207 dequantize_per_tensor_default_23" [id=207, type=dequantize_per_tensor]; +"208 scale_updated_constant18" [id=208, type=get_attr]; +"209 compressed_weight_updated_constant18" [id=209, type=get_attr]; +"210 mul_tensor_18" [id=210, type=mul]; +"211 zero_point_updated_constant18" [id=211, type=get_attr]; +"212 sub_tensor_18" [id=212, type=sub]; +"213 conv2d_15" [id=213, type=conv2d]; +"214 relu_15" [id=214, type=relu]; +"215 quantize_per_tensor_default_20" [id=215, type=quantize_per_tensor]; +"216 dequantize_per_tensor_default_24" [id=216, type=dequantize_per_tensor]; +"217 scale_updated_constant19" [id=217, type=get_attr]; +"218 compressed_weight_updated_constant19" [id=218, type=get_attr]; +"219 mul_tensor_19" [id=219, type=mul]; +"220 zero_point_updated_constant19" [id=220, type=get_attr]; +"221 sub_tensor_19" [id=221, type=sub]; +"222 conv_transpose2d_3" [id=222, type=conv_transpose2d]; +"223 quantize_per_tensor_default_1" [id=223, type=quantize_per_tensor]; +"224 dequantize_per_tensor_default_2" [id=224, type=dequantize_per_tensor]; +"225 slice_13" [id=225, type=slice]; +"226 slice_14" [id=226, type=slice]; +"227 slice_15" [id=227, type=slice]; +"228 slice_16" [id=228, type=slice]; +"229 cat_3" [id=229, type=cat]; +"230 scale_updated_constant20" [id=230, type=get_attr]; +"231 compressed_weight_updated_constant20" [id=231, type=get_attr]; +"232 mul_tensor_20" [id=232, type=mul]; +"233 zero_point_updated_constant20" [id=233, type=get_attr]; +"234 sub_tensor_20" [id=234, type=sub]; +"235 conv2d_16" [id=235, type=conv2d]; +"236 relu_16" [id=236, type=relu]; +"237 quantize_per_tensor_default_21" [id=237, type=quantize_per_tensor]; +"238 dequantize_per_tensor_default_25" [id=238, type=dequantize_per_tensor]; +"239 scale_updated_constant21" [id=239, type=get_attr]; +"240 compressed_weight_updated_constant21" [id=240, type=get_attr]; +"241 mul_tensor_21" [id=241, type=mul]; +"242 zero_point_updated_constant21" [id=242, type=get_attr]; +"243 sub_tensor_21" [id=243, type=sub]; +"244 conv2d_17" [id=244, type=conv2d]; +"245 relu_17" [id=245, type=relu]; +"246 quantize_per_tensor_default_22" [id=246, type=quantize_per_tensor]; +"247 dequantize_per_tensor_default_26" [id=247, type=dequantize_per_tensor]; +"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]; +"251 zero_point_updated_constant22" [id=251, type=get_attr]; +"252 sub_tensor_22" [id=252, type=sub]; +"253 conv2d_18" [id=253, type=conv2d]; +"254 output" [id=254, type=output]; +"0 down_path_0_block_0_bias" -> "31 conv2d" [label="(64,)", style=solid]; +"1 down_path_0_block_3_bias" -> "40 conv2d_1" [label="(64,)", style=solid]; +"2 down_path_1_block_0_bias" -> "51 conv2d_2" [label="(128,)", style=solid]; +"3 down_path_1_block_3_bias" -> "60 conv2d_3" [label="(128,)", style=solid]; +"4 down_path_2_block_0_bias" -> "71 conv2d_4" [label="(256,)", style=solid]; +"5 down_path_2_block_3_bias" -> "80 conv2d_5" [label="(256,)", style=solid]; +"6 down_path_3_block_0_bias" -> "91 conv2d_6" [label="(512,)", style=solid]; +"7 down_path_3_block_3_bias" -> "100 conv2d_7" [label="(512,)", style=solid]; +"8 down_path_4_block_0_bias" -> "111 conv2d_8" [label="(1024,)", style=solid]; +"9 down_path_4_block_3_bias" -> "120 conv2d_9" [label="(1024,)", style=solid]; +"10 up_path_0_up_bias" -> "129 conv_transpose2d" [label="(512,)", style=solid]; +"11 up_path_0_conv_block_block_0_bias" -> "142 conv2d_10" [label="(512,)", style=solid]; +"12 up_path_0_conv_block_block_3_bias" -> "151 conv2d_11" [label="(512,)", style=solid]; +"13 up_path_1_up_bias" -> "160 conv_transpose2d_1" [label="(256,)", style=solid]; +"14 up_path_1_conv_block_block_0_bias" -> "173 conv2d_12" [label="(256,)", style=solid]; +"15 up_path_1_conv_block_block_3_bias" -> "182 conv2d_13" [label="(256,)", style=solid]; +"16 up_path_2_up_bias" -> "191 conv_transpose2d_2" [label="(128,)", style=solid]; +"17 up_path_2_conv_block_block_0_bias" -> "204 conv2d_14" [label="(128,)", style=solid]; +"18 up_path_2_conv_block_block_3_bias" -> "213 conv2d_15" [label="(128,)", style=solid]; +"19 up_path_3_up_bias" -> "222 conv_transpose2d_3" [label="(64,)", style=solid]; +"20 up_path_3_conv_block_block_0_bias" -> "235 conv2d_16" [label="(64,)", style=solid]; +"21 up_path_3_conv_block_block_3_bias" -> "244 conv2d_17" [label="(64,)", style=solid]; +"22 last_bias" -> "253 conv2d_18" [label="(12,)", style=solid]; +"23 x" -> "24 quantize_per_tensor_default_8" [label="(1, 3, 224, 224)", style=solid]; +"24 quantize_per_tensor_default_8" -> "25 dequantize_per_tensor_default_12" [label="(1, 3, 224, 224)", style=solid]; +"25 dequantize_per_tensor_default_12" -> "31 conv2d" [label="(1, 3, 224, 224)", style=solid]; +"26 scale_updated_constant0" -> "28 mul_tensor" [label="(64, 1, 1, 1)", style=solid]; +"27 compressed_weight_updated_constant0" -> "28 mul_tensor" [label="(64, 3, 3, 3)", style=solid]; +"28 mul_tensor" -> "30 sub_tensor" [label="(64, 3, 3, 3)", style=solid]; +"29 zero_point_updated_constant0" -> "30 sub_tensor" [label="(64, 1, 1, 1)", style=solid]; +"30 sub_tensor" -> "31 conv2d" [label="(64, 3, 3, 3)", style=solid]; +"31 conv2d" -> "32 relu" [label="(1, 64, 222, 222)", style=solid]; +"32 relu" -> "33 quantize_per_tensor_default_9" [label="(1, 64, 222, 222)", style=solid]; +"33 quantize_per_tensor_default_9" -> "34 dequantize_per_tensor_default_13" [label="(1, 64, 222, 222)", style=solid]; +"34 dequantize_per_tensor_default_13" -> "40 conv2d_1" [label="(1, 64, 222, 222)", style=solid]; +"35 scale_updated_constant1" -> "37 mul_tensor_1" [label="(64, 1, 1, 1)", style=solid]; +"36 compressed_weight_updated_constant1" -> "37 mul_tensor_1" [label="(64, 64, 3, 3)", style=solid]; +"37 mul_tensor_1" -> "39 sub_tensor_1" [label="(64, 64, 3, 3)", style=solid]; +"38 zero_point_updated_constant1" -> "39 sub_tensor_1" [label="(64, 1, 1, 1)", style=solid]; +"39 sub_tensor_1" -> "40 conv2d_1" [label="(64, 64, 3, 3)", style=solid]; +"40 conv2d_1" -> "41 relu_1" [label="(1, 64, 220, 220)", style=solid]; +"41 relu_1" -> "42 quantize_per_tensor_default" [label="(1, 64, 220, 220)", style=solid]; +"42 quantize_per_tensor_default" -> "43 dequantize_per_tensor_default_1" [label="(1, 64, 220, 220)", style=solid]; +"42 quantize_per_tensor_default" -> "44 dequantize_per_tensor_default" [label="(1, 64, 220, 220)", style=solid]; +"43 dequantize_per_tensor_default_1" -> "225 slice_13" [label="(1, 64, 220, 220)", style=solid]; +"44 dequantize_per_tensor_default" -> "45 max_pool2d" [label="(1, 64, 220, 220)", style=solid]; +"45 max_pool2d" -> "51 conv2d_2" [label="(1, 64, 110, 110)", style=solid]; +"46 scale_updated_constant2" -> "48 mul_tensor_2" [label="(128, 1, 1, 1)", style=solid]; +"47 compressed_weight_updated_constant2" -> "48 mul_tensor_2" [label="(128, 64, 3, 3)", style=solid]; +"48 mul_tensor_2" -> "50 sub_tensor_2" [label="(128, 64, 3, 3)", style=solid]; +"49 zero_point_updated_constant2" -> "50 sub_tensor_2" [label="(128, 1, 1, 1)", style=solid]; +"50 sub_tensor_2" -> "51 conv2d_2" [label="(128, 64, 3, 3)", style=solid]; +"51 conv2d_2" -> "52 relu_2" [label="(1, 128, 108, 108)", style=solid]; +"52 relu_2" -> "53 quantize_per_tensor_default_10" [label="(1, 128, 108, 108)", style=solid]; +"53 quantize_per_tensor_default_10" -> "54 dequantize_per_tensor_default_14" [label="(1, 128, 108, 108)", style=solid]; +"54 dequantize_per_tensor_default_14" -> "60 conv2d_3" [label="(1, 128, 108, 108)", style=solid]; +"55 scale_updated_constant3" -> "57 mul_tensor_3" [label="(128, 1, 1, 1)", style=solid]; +"56 compressed_weight_updated_constant3" -> "57 mul_tensor_3" [label="(128, 128, 3, 3)", style=solid]; +"57 mul_tensor_3" -> "59 sub_tensor_3" [label="(128, 128, 3, 3)", style=solid]; +"58 zero_point_updated_constant3" -> "59 sub_tensor_3" [label="(128, 1, 1, 1)", style=solid]; +"59 sub_tensor_3" -> "60 conv2d_3" [label="(128, 128, 3, 3)", style=solid]; +"60 conv2d_3" -> "61 relu_3" [label="(1, 128, 106, 106)", style=solid]; +"61 relu_3" -> "62 quantize_per_tensor_default_3" [label="(1, 128, 106, 106)", style=solid]; +"62 quantize_per_tensor_default_3" -> "63 dequantize_per_tensor_default_5" [label="(1, 128, 106, 106)", style=solid]; +"62 quantize_per_tensor_default_3" -> "64 dequantize_per_tensor_default_4" [label="(1, 128, 106, 106)", style=solid]; +"63 dequantize_per_tensor_default_5" -> "194 slice_9" [label="(1, 128, 106, 106)", style=solid]; +"64 dequantize_per_tensor_default_4" -> "65 max_pool2d_1" [label="(1, 128, 106, 106)", style=solid]; +"65 max_pool2d_1" -> "71 conv2d_4" [label="(1, 128, 53, 53)", style=solid]; +"66 scale_updated_constant4" -> "68 mul_tensor_4" [label="(256, 1, 1, 1)", style=solid]; +"67 compressed_weight_updated_constant4" -> "68 mul_tensor_4" [label="(256, 128, 3, 3)", style=solid]; +"68 mul_tensor_4" -> "70 sub_tensor_4" [label="(256, 128, 3, 3)", style=solid]; +"69 zero_point_updated_constant4" -> "70 sub_tensor_4" [label="(256, 1, 1, 1)", style=solid]; +"70 sub_tensor_4" -> "71 conv2d_4" [label="(256, 128, 3, 3)", style=solid]; +"71 conv2d_4" -> "72 relu_4" [label="(1, 256, 51, 51)", style=solid]; +"72 relu_4" -> "73 quantize_per_tensor_default_11" [label="(1, 256, 51, 51)", style=solid]; +"73 quantize_per_tensor_default_11" -> "74 dequantize_per_tensor_default_15" [label="(1, 256, 51, 51)", style=solid]; +"74 dequantize_per_tensor_default_15" -> "80 conv2d_5" [label="(1, 256, 51, 51)", style=solid]; +"75 scale_updated_constant5" -> "77 mul_tensor_5" [label="(256, 1, 1, 1)", style=solid]; +"76 compressed_weight_updated_constant5" -> "77 mul_tensor_5" [label="(256, 256, 3, 3)", style=solid]; +"77 mul_tensor_5" -> "79 sub_tensor_5" [label="(256, 256, 3, 3)", style=solid]; +"78 zero_point_updated_constant5" -> "79 sub_tensor_5" [label="(256, 1, 1, 1)", style=solid]; +"79 sub_tensor_5" -> "80 conv2d_5" [label="(256, 256, 3, 3)", style=solid]; +"80 conv2d_5" -> "81 relu_5" [label="(1, 256, 49, 49)", style=solid]; +"81 relu_5" -> "82 quantize_per_tensor_default_4" [label="(1, 256, 49, 49)", style=solid]; +"82 quantize_per_tensor_default_4" -> "83 dequantize_per_tensor_default_7" [label="(1, 256, 49, 49)", style=solid]; +"82 quantize_per_tensor_default_4" -> "84 dequantize_per_tensor_default_6" [label="(1, 256, 49, 49)", style=solid]; +"83 dequantize_per_tensor_default_7" -> "163 slice_5" [label="(1, 256, 49, 49)", style=solid]; +"84 dequantize_per_tensor_default_6" -> "85 max_pool2d_2" [label="(1, 256, 49, 49)", style=solid]; +"85 max_pool2d_2" -> "91 conv2d_6" [label="(1, 256, 24, 24)", style=solid]; +"86 scale_updated_constant6" -> "88 mul_tensor_6" [label="(512, 1, 1, 1)", style=solid]; +"87 compressed_weight_updated_constant6" -> "88 mul_tensor_6" [label="(512, 256, 3, 3)", style=solid]; +"88 mul_tensor_6" -> "90 sub_tensor_6" [label="(512, 256, 3, 3)", style=solid]; +"89 zero_point_updated_constant6" -> "90 sub_tensor_6" [label="(512, 1, 1, 1)", style=solid]; +"90 sub_tensor_6" -> "91 conv2d_6" [label="(512, 256, 3, 3)", style=solid]; +"91 conv2d_6" -> "92 relu_6" [label="(1, 512, 22, 22)", style=solid]; +"92 relu_6" -> "93 quantize_per_tensor_default_12" [label="(1, 512, 22, 22)", style=solid]; +"93 quantize_per_tensor_default_12" -> "94 dequantize_per_tensor_default_16" [label="(1, 512, 22, 22)", style=solid]; +"94 dequantize_per_tensor_default_16" -> "100 conv2d_7" [label="(1, 512, 22, 22)", style=solid]; +"95 scale_updated_constant7" -> "97 mul_tensor_7" [label="(512, 1, 1, 1)", style=solid]; +"96 compressed_weight_updated_constant7" -> "97 mul_tensor_7" [label="(512, 512, 3, 3)", style=solid]; +"97 mul_tensor_7" -> "99 sub_tensor_7" [label="(512, 512, 3, 3)", style=solid]; +"98 zero_point_updated_constant7" -> "99 sub_tensor_7" [label="(512, 1, 1, 1)", style=solid]; +"99 sub_tensor_7" -> "100 conv2d_7" [label="(512, 512, 3, 3)", style=solid]; +"100 conv2d_7" -> "101 relu_7" [label="(1, 512, 20, 20)", style=solid]; +"101 relu_7" -> "102 quantize_per_tensor_default_7" [label="(1, 512, 20, 20)", style=solid]; +"102 quantize_per_tensor_default_7" -> "103 dequantize_per_tensor_default_11" [label="(1, 512, 20, 20)", style=solid]; +"102 quantize_per_tensor_default_7" -> "104 dequantize_per_tensor_default_10" [label="(1, 512, 20, 20)", style=solid]; +"103 dequantize_per_tensor_default_11" -> "132 slice_1" [label="(1, 512, 20, 20)", style=solid]; +"104 dequantize_per_tensor_default_10" -> "105 max_pool2d_3" [label="(1, 512, 20, 20)", style=solid]; +"105 max_pool2d_3" -> "111 conv2d_8" [label="(1, 512, 10, 10)", style=solid]; +"106 scale_updated_constant8" -> "108 mul_tensor_8" [label="(1024, 1, 1, 1)", style=solid]; +"107 compressed_weight_updated_constant8" -> "108 mul_tensor_8" [label="(1024, 512, 3, 3)", style=solid]; +"108 mul_tensor_8" -> "110 sub_tensor_8" [label="(1024, 512, 3, 3)", style=solid]; +"109 zero_point_updated_constant8" -> "110 sub_tensor_8" [label="(1024, 1, 1, 1)", style=solid]; +"110 sub_tensor_8" -> "111 conv2d_8" [label="(1024, 512, 3, 3)", style=solid]; +"111 conv2d_8" -> "112 relu_8" [label="(1, 1024, 8, 8)", style=solid]; +"112 relu_8" -> "113 quantize_per_tensor_default_13" [label="(1, 1024, 8, 8)", style=solid]; +"113 quantize_per_tensor_default_13" -> "114 dequantize_per_tensor_default_17" [label="(1, 1024, 8, 8)", style=solid]; +"114 dequantize_per_tensor_default_17" -> "120 conv2d_9" [label="(1, 1024, 8, 8)", style=solid]; +"115 scale_updated_constant9" -> "117 mul_tensor_9" [label="(1024, 1, 1, 1)", style=solid]; +"116 compressed_weight_updated_constant9" -> "117 mul_tensor_9" [label="(1024, 1024, 3, 3)", style=solid]; +"117 mul_tensor_9" -> "119 sub_tensor_9" [label="(1024, 1024, 3, 3)", style=solid]; +"118 zero_point_updated_constant9" -> "119 sub_tensor_9" [label="(1024, 1, 1, 1)", style=solid]; +"119 sub_tensor_9" -> "120 conv2d_9" [label="(1024, 1024, 3, 3)", style=solid]; +"120 conv2d_9" -> "121 relu_9" [label="(1, 1024, 6, 6)", style=solid]; +"121 relu_9" -> "122 quantize_per_tensor_default_14" [label="(1, 1024, 6, 6)", style=solid]; +"122 quantize_per_tensor_default_14" -> "123 dequantize_per_tensor_default_18" [label="(1, 1024, 6, 6)", style=solid]; +"123 dequantize_per_tensor_default_18" -> "129 conv_transpose2d" [label="(1, 1024, 6, 6)", style=solid]; +"124 scale_updated_constant10" -> "126 mul_tensor_10" [label="(1024, 1, 1, 1)", style=solid]; +"125 compressed_weight_updated_constant10" -> "126 mul_tensor_10" [label="(1024, 512, 2, 2)", style=solid]; +"126 mul_tensor_10" -> "128 sub_tensor_10" [label="(1024, 512, 2, 2)", style=solid]; +"127 zero_point_updated_constant10" -> "128 sub_tensor_10" [label="(1024, 1, 1, 1)", style=solid]; +"128 sub_tensor_10" -> "129 conv_transpose2d" [label="(1024, 512, 2, 2)", style=solid]; +"129 conv_transpose2d" -> "130 quantize_per_tensor_default_6" [label="(1, 512, 12, 12)", style=solid]; +"130 quantize_per_tensor_default_6" -> "131 dequantize_per_tensor_default_9" [label="(1, 512, 12, 12)", style=solid]; +"131 dequantize_per_tensor_default_9" -> "136 cat" [label="(1, 512, 12, 12)", style=solid]; +"132 slice_1" -> "133 slice_2" [label="(1, 512, 20, 20)", style=solid]; +"133 slice_2" -> "134 slice_3" [label="(1, 512, 20, 20)", style=solid]; +"134 slice_3" -> "135 slice_4" [label="(1, 512, 12, 20)", style=solid]; +"135 slice_4" -> "136 cat" [label="(1, 512, 12, 12)", style=solid]; +"136 cat" -> "142 conv2d_10" [label="(1, 1024, 12, 12)", style=solid]; +"137 scale_updated_constant11" -> "139 mul_tensor_11" [label="(512, 1, 1, 1)", style=solid]; +"138 compressed_weight_updated_constant11" -> "139 mul_tensor_11" [label="(512, 1024, 3, 3)", style=solid]; +"139 mul_tensor_11" -> "141 sub_tensor_11" [label="(512, 1024, 3, 3)", style=solid]; +"140 zero_point_updated_constant11" -> "141 sub_tensor_11" [label="(512, 1, 1, 1)", style=solid]; +"141 sub_tensor_11" -> "142 conv2d_10" [label="(512, 1024, 3, 3)", style=solid]; +"142 conv2d_10" -> "143 relu_10" [label="(1, 512, 10, 10)", style=solid]; +"143 relu_10" -> "144 quantize_per_tensor_default_15" [label="(1, 512, 10, 10)", style=solid]; +"144 quantize_per_tensor_default_15" -> "145 dequantize_per_tensor_default_19" [label="(1, 512, 10, 10)", style=solid]; +"145 dequantize_per_tensor_default_19" -> "151 conv2d_11" [label="(1, 512, 10, 10)", style=solid]; +"146 scale_updated_constant12" -> "148 mul_tensor_12" [label="(512, 1, 1, 1)", style=solid]; +"147 compressed_weight_updated_constant12" -> "148 mul_tensor_12" [label="(512, 512, 3, 3)", style=solid]; +"148 mul_tensor_12" -> "150 sub_tensor_12" [label="(512, 512, 3, 3)", style=solid]; +"149 zero_point_updated_constant12" -> "150 sub_tensor_12" [label="(512, 1, 1, 1)", style=solid]; +"150 sub_tensor_12" -> "151 conv2d_11" [label="(512, 512, 3, 3)", style=solid]; +"151 conv2d_11" -> "152 relu_11" [label="(1, 512, 8, 8)", style=solid]; +"152 relu_11" -> "153 quantize_per_tensor_default_16" [label="(1, 512, 8, 8)", style=solid]; +"153 quantize_per_tensor_default_16" -> "154 dequantize_per_tensor_default_20" [label="(1, 512, 8, 8)", style=solid]; +"154 dequantize_per_tensor_default_20" -> "160 conv_transpose2d_1" [label="(1, 512, 8, 8)", style=solid]; +"155 scale_updated_constant13" -> "157 mul_tensor_13" [label="(512, 1, 1, 1)", style=solid]; +"156 compressed_weight_updated_constant13" -> "157 mul_tensor_13" [label="(512, 256, 2, 2)", style=solid]; +"157 mul_tensor_13" -> "159 sub_tensor_13" [label="(512, 256, 2, 2)", style=solid]; +"158 zero_point_updated_constant13" -> "159 sub_tensor_13" [label="(512, 1, 1, 1)", style=solid]; +"159 sub_tensor_13" -> "160 conv_transpose2d_1" [label="(512, 256, 2, 2)", style=solid]; +"160 conv_transpose2d_1" -> "161 quantize_per_tensor_default_5" [label="(1, 256, 16, 16)", style=solid]; +"161 quantize_per_tensor_default_5" -> "162 dequantize_per_tensor_default_8" [label="(1, 256, 16, 16)", style=solid]; +"162 dequantize_per_tensor_default_8" -> "167 cat_1" [label="(1, 256, 16, 16)", style=solid]; +"163 slice_5" -> "164 slice_6" [label="(1, 256, 49, 49)", style=solid]; +"164 slice_6" -> "165 slice_7" [label="(1, 256, 49, 49)", style=solid]; +"165 slice_7" -> "166 slice_8" [label="(1, 256, 16, 49)", style=solid]; +"166 slice_8" -> "167 cat_1" [label="(1, 256, 16, 16)", style=solid]; +"167 cat_1" -> "173 conv2d_12" [label="(1, 512, 16, 16)", style=solid]; +"168 scale_updated_constant14" -> "170 mul_tensor_14" [label="(256, 1, 1, 1)", style=solid]; +"169 compressed_weight_updated_constant14" -> "170 mul_tensor_14" [label="(256, 512, 3, 3)", style=solid]; +"170 mul_tensor_14" -> "172 sub_tensor_14" [label="(256, 512, 3, 3)", style=solid]; +"171 zero_point_updated_constant14" -> "172 sub_tensor_14" [label="(256, 1, 1, 1)", style=solid]; +"172 sub_tensor_14" -> "173 conv2d_12" [label="(256, 512, 3, 3)", style=solid]; +"173 conv2d_12" -> "174 relu_12" [label="(1, 256, 14, 14)", style=solid]; +"174 relu_12" -> "175 quantize_per_tensor_default_17" [label="(1, 256, 14, 14)", style=solid]; +"175 quantize_per_tensor_default_17" -> "176 dequantize_per_tensor_default_21" [label="(1, 256, 14, 14)", style=solid]; +"176 dequantize_per_tensor_default_21" -> "182 conv2d_13" [label="(1, 256, 14, 14)", style=solid]; +"177 scale_updated_constant15" -> "179 mul_tensor_15" [label="(256, 1, 1, 1)", style=solid]; +"178 compressed_weight_updated_constant15" -> "179 mul_tensor_15" [label="(256, 256, 3, 3)", style=solid]; +"179 mul_tensor_15" -> "181 sub_tensor_15" [label="(256, 256, 3, 3)", style=solid]; +"180 zero_point_updated_constant15" -> "181 sub_tensor_15" [label="(256, 1, 1, 1)", style=solid]; +"181 sub_tensor_15" -> "182 conv2d_13" [label="(256, 256, 3, 3)", style=solid]; +"182 conv2d_13" -> "183 relu_13" [label="(1, 256, 12, 12)", style=solid]; +"183 relu_13" -> "184 quantize_per_tensor_default_18" [label="(1, 256, 12, 12)", style=solid]; +"184 quantize_per_tensor_default_18" -> "185 dequantize_per_tensor_default_22" [label="(1, 256, 12, 12)", style=solid]; +"185 dequantize_per_tensor_default_22" -> "191 conv_transpose2d_2" [label="(1, 256, 12, 12)", style=solid]; +"186 scale_updated_constant16" -> "188 mul_tensor_16" [label="(256, 1, 1, 1)", style=solid]; +"187 compressed_weight_updated_constant16" -> "188 mul_tensor_16" [label="(256, 128, 2, 2)", style=solid]; +"188 mul_tensor_16" -> "190 sub_tensor_16" [label="(256, 128, 2, 2)", style=solid]; +"189 zero_point_updated_constant16" -> "190 sub_tensor_16" [label="(256, 1, 1, 1)", style=solid]; +"190 sub_tensor_16" -> "191 conv_transpose2d_2" [label="(256, 128, 2, 2)", style=solid]; +"191 conv_transpose2d_2" -> "192 quantize_per_tensor_default_2" [label="(1, 128, 24, 24)", style=solid]; +"192 quantize_per_tensor_default_2" -> "193 dequantize_per_tensor_default_3" [label="(1, 128, 24, 24)", style=solid]; +"193 dequantize_per_tensor_default_3" -> "198 cat_2" [label="(1, 128, 24, 24)", style=solid]; +"194 slice_9" -> "195 slice_10" [label="(1, 128, 106, 106)", style=solid]; +"195 slice_10" -> "196 slice_11" [label="(1, 128, 106, 106)", style=solid]; +"196 slice_11" -> "197 slice_12" [label="(1, 128, 24, 106)", style=solid]; +"197 slice_12" -> "198 cat_2" [label="(1, 128, 24, 24)", style=solid]; +"198 cat_2" -> "204 conv2d_14" [label="(1, 256, 24, 24)", style=solid]; +"199 scale_updated_constant17" -> "201 mul_tensor_17" [label="(128, 1, 1, 1)", style=solid]; +"200 compressed_weight_updated_constant17" -> "201 mul_tensor_17" [label="(128, 256, 3, 3)", style=solid]; +"201 mul_tensor_17" -> "203 sub_tensor_17" [label="(128, 256, 3, 3)", style=solid]; +"202 zero_point_updated_constant17" -> "203 sub_tensor_17" [label="(128, 1, 1, 1)", style=solid]; +"203 sub_tensor_17" -> "204 conv2d_14" [label="(128, 256, 3, 3)", style=solid]; +"204 conv2d_14" -> "205 relu_14" [label="(1, 128, 22, 22)", style=solid]; +"205 relu_14" -> "206 quantize_per_tensor_default_19" [label="(1, 128, 22, 22)", style=solid]; +"206 quantize_per_tensor_default_19" -> "207 dequantize_per_tensor_default_23" [label="(1, 128, 22, 22)", style=solid]; +"207 dequantize_per_tensor_default_23" -> "213 conv2d_15" [label="(1, 128, 22, 22)", style=solid]; +"208 scale_updated_constant18" -> "210 mul_tensor_18" [label="(128, 1, 1, 1)", style=solid]; +"209 compressed_weight_updated_constant18" -> "210 mul_tensor_18" [label="(128, 128, 3, 3)", style=solid]; +"210 mul_tensor_18" -> "212 sub_tensor_18" [label="(128, 128, 3, 3)", style=solid]; +"211 zero_point_updated_constant18" -> "212 sub_tensor_18" [label="(128, 1, 1, 1)", style=solid]; +"212 sub_tensor_18" -> "213 conv2d_15" [label="(128, 128, 3, 3)", style=solid]; +"213 conv2d_15" -> "214 relu_15" [label="(1, 128, 20, 20)", style=solid]; +"214 relu_15" -> "215 quantize_per_tensor_default_20" [label="(1, 128, 20, 20)", style=solid]; +"215 quantize_per_tensor_default_20" -> "216 dequantize_per_tensor_default_24" [label="(1, 128, 20, 20)", style=solid]; +"216 dequantize_per_tensor_default_24" -> "222 conv_transpose2d_3" [label="(1, 128, 20, 20)", style=solid]; +"217 scale_updated_constant19" -> "219 mul_tensor_19" [label="(128, 1, 1, 1)", style=solid]; +"218 compressed_weight_updated_constant19" -> "219 mul_tensor_19" [label="(128, 64, 2, 2)", style=solid]; +"219 mul_tensor_19" -> "221 sub_tensor_19" [label="(128, 64, 2, 2)", style=solid]; +"220 zero_point_updated_constant19" -> "221 sub_tensor_19" [label="(128, 1, 1, 1)", style=solid]; +"221 sub_tensor_19" -> "222 conv_transpose2d_3" [label="(128, 64, 2, 2)", style=solid]; +"222 conv_transpose2d_3" -> "223 quantize_per_tensor_default_1" [label="(1, 64, 40, 40)", style=solid]; +"223 quantize_per_tensor_default_1" -> "224 dequantize_per_tensor_default_2" [label="(1, 64, 40, 40)", style=solid]; +"224 dequantize_per_tensor_default_2" -> "229 cat_3" [label="(1, 64, 40, 40)", style=solid]; +"225 slice_13" -> "226 slice_14" [label="(1, 64, 220, 220)", style=solid]; +"226 slice_14" -> "227 slice_15" [label="(1, 64, 220, 220)", style=solid]; +"227 slice_15" -> "228 slice_16" [label="(1, 64, 40, 220)", style=solid]; +"228 slice_16" -> "229 cat_3" [label="(1, 64, 40, 40)", style=solid]; +"229 cat_3" -> "235 conv2d_16" [label="(1, 128, 40, 40)", style=solid]; +"230 scale_updated_constant20" -> "232 mul_tensor_20" [label="(64, 1, 1, 1)", style=solid]; +"231 compressed_weight_updated_constant20" -> "232 mul_tensor_20" [label="(64, 128, 3, 3)", style=solid]; +"232 mul_tensor_20" -> "234 sub_tensor_20" [label="(64, 128, 3, 3)", style=solid]; +"233 zero_point_updated_constant20" -> "234 sub_tensor_20" [label="(64, 1, 1, 1)", style=solid]; +"234 sub_tensor_20" -> "235 conv2d_16" [label="(64, 128, 3, 3)", style=solid]; +"235 conv2d_16" -> "236 relu_16" [label="(1, 64, 38, 38)", style=solid]; +"236 relu_16" -> "237 quantize_per_tensor_default_21" [label="(1, 64, 38, 38)", style=solid]; +"237 quantize_per_tensor_default_21" -> "238 dequantize_per_tensor_default_25" [label="(1, 64, 38, 38)", style=solid]; +"238 dequantize_per_tensor_default_25" -> "244 conv2d_17" [label="(1, 64, 38, 38)", style=solid]; +"239 scale_updated_constant21" -> "241 mul_tensor_21" [label="(64, 1, 1, 1)", style=solid]; +"240 compressed_weight_updated_constant21" -> "241 mul_tensor_21" [label="(64, 64, 3, 3)", style=solid]; +"241 mul_tensor_21" -> "243 sub_tensor_21" [label="(64, 64, 3, 3)", style=solid]; +"242 zero_point_updated_constant21" -> "243 sub_tensor_21" [label="(64, 1, 1, 1)", style=solid]; +"243 sub_tensor_21" -> "244 conv2d_17" [label="(64, 64, 3, 3)", style=solid]; +"244 conv2d_17" -> "245 relu_17" [label="(1, 64, 36, 36)", style=solid]; +"245 relu_17" -> "246 quantize_per_tensor_default_22" [label="(1, 64, 36, 36)", style=solid]; +"246 quantize_per_tensor_default_22" -> "247 dequantize_per_tensor_default_26" [label="(1, 64, 36, 36)", style=solid]; +"247 dequantize_per_tensor_default_26" -> "253 conv2d_18" [label="(1, 64, 36, 36)", 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]; +"251 zero_point_updated_constant22" -> "252 sub_tensor_22" [label="(12, 1, 1, 1)", style=solid]; +"252 sub_tensor_22" -> "253 conv2d_18" [label="(12, 64, 1, 1)", style=solid]; +"253 conv2d_18" -> "254 output" [label="(1, 12, 36, 36)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/vit_b_16.dot b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/vit_b_16.dot new file mode 100644 index 00000000000..eaa483dfd25 --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/vit_b_16.dot @@ -0,0 +1,2011 @@ +strict digraph { +"0 encoder_pos_embedding" [id=0, type=get_attr]; +"1 conv_proj_bias" [id=1, type=get_attr]; +"2 encoder_layers_encoder_layer_0_ln_1_weight" [id=2, type=get_attr]; +"3 encoder_layers_encoder_layer_0_ln_1_bias" [id=3, type=get_attr]; +"4 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" [id=4, type=get_attr]; +"5 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" [id=5, type=get_attr]; +"6 encoder_layers_encoder_layer_0_ln_2_weight" [id=6, type=get_attr]; +"7 encoder_layers_encoder_layer_0_ln_2_bias" [id=7, type=get_attr]; +"8 encoder_layers_encoder_layer_0_mlp_0_bias" [id=8, type=get_attr]; +"9 encoder_layers_encoder_layer_0_mlp_3_bias" [id=9, type=get_attr]; +"10 encoder_layers_encoder_layer_1_ln_1_weight" [id=10, type=get_attr]; +"11 encoder_layers_encoder_layer_1_ln_1_bias" [id=11, type=get_attr]; +"12 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" [id=12, type=get_attr]; +"13 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" [id=13, type=get_attr]; +"14 encoder_layers_encoder_layer_1_ln_2_weight" [id=14, type=get_attr]; +"15 encoder_layers_encoder_layer_1_ln_2_bias" [id=15, type=get_attr]; +"16 encoder_layers_encoder_layer_1_mlp_0_bias" [id=16, type=get_attr]; +"17 encoder_layers_encoder_layer_1_mlp_3_bias" [id=17, type=get_attr]; +"18 encoder_layers_encoder_layer_2_ln_1_weight" [id=18, type=get_attr]; +"19 encoder_layers_encoder_layer_2_ln_1_bias" [id=19, type=get_attr]; +"20 encoder_layers_encoder_layer_2_self_attention_in_proj_bias" [id=20, type=get_attr]; +"21 encoder_layers_encoder_layer_2_self_attention_out_proj_bias" [id=21, type=get_attr]; +"22 encoder_layers_encoder_layer_2_ln_2_weight" [id=22, type=get_attr]; +"23 encoder_layers_encoder_layer_2_ln_2_bias" [id=23, type=get_attr]; +"24 encoder_layers_encoder_layer_2_mlp_0_bias" [id=24, type=get_attr]; +"25 encoder_layers_encoder_layer_2_mlp_3_bias" [id=25, type=get_attr]; +"26 encoder_layers_encoder_layer_3_ln_1_weight" [id=26, type=get_attr]; +"27 encoder_layers_encoder_layer_3_ln_1_bias" [id=27, type=get_attr]; +"28 encoder_layers_encoder_layer_3_self_attention_in_proj_bias" [id=28, type=get_attr]; +"29 encoder_layers_encoder_layer_3_self_attention_out_proj_bias" [id=29, type=get_attr]; +"30 encoder_layers_encoder_layer_3_ln_2_weight" [id=30, type=get_attr]; +"31 encoder_layers_encoder_layer_3_ln_2_bias" [id=31, type=get_attr]; +"32 encoder_layers_encoder_layer_3_mlp_0_bias" [id=32, type=get_attr]; +"33 encoder_layers_encoder_layer_3_mlp_3_bias" [id=33, type=get_attr]; +"34 encoder_layers_encoder_layer_4_ln_1_weight" [id=34, type=get_attr]; +"35 encoder_layers_encoder_layer_4_ln_1_bias" [id=35, type=get_attr]; +"36 encoder_layers_encoder_layer_4_self_attention_in_proj_bias" [id=36, type=get_attr]; +"37 encoder_layers_encoder_layer_4_self_attention_out_proj_bias" [id=37, type=get_attr]; +"38 encoder_layers_encoder_layer_4_ln_2_weight" [id=38, type=get_attr]; +"39 encoder_layers_encoder_layer_4_ln_2_bias" [id=39, type=get_attr]; +"40 encoder_layers_encoder_layer_4_mlp_0_bias" [id=40, type=get_attr]; +"41 encoder_layers_encoder_layer_4_mlp_3_bias" [id=41, type=get_attr]; +"42 encoder_layers_encoder_layer_5_ln_1_weight" [id=42, type=get_attr]; +"43 encoder_layers_encoder_layer_5_ln_1_bias" [id=43, type=get_attr]; +"44 encoder_layers_encoder_layer_5_self_attention_in_proj_bias" [id=44, type=get_attr]; +"45 encoder_layers_encoder_layer_5_self_attention_out_proj_bias" [id=45, type=get_attr]; +"46 encoder_layers_encoder_layer_5_ln_2_weight" [id=46, type=get_attr]; +"47 encoder_layers_encoder_layer_5_ln_2_bias" [id=47, type=get_attr]; +"48 encoder_layers_encoder_layer_5_mlp_0_bias" [id=48, type=get_attr]; +"49 encoder_layers_encoder_layer_5_mlp_3_bias" [id=49, type=get_attr]; +"50 encoder_layers_encoder_layer_6_ln_1_weight" [id=50, type=get_attr]; +"51 encoder_layers_encoder_layer_6_ln_1_bias" [id=51, type=get_attr]; +"52 encoder_layers_encoder_layer_6_self_attention_in_proj_bias" [id=52, type=get_attr]; +"53 encoder_layers_encoder_layer_6_self_attention_out_proj_bias" [id=53, type=get_attr]; +"54 encoder_layers_encoder_layer_6_ln_2_weight" [id=54, type=get_attr]; +"55 encoder_layers_encoder_layer_6_ln_2_bias" [id=55, type=get_attr]; +"56 encoder_layers_encoder_layer_6_mlp_0_bias" [id=56, type=get_attr]; +"57 encoder_layers_encoder_layer_6_mlp_3_bias" [id=57, type=get_attr]; +"58 encoder_layers_encoder_layer_7_ln_1_weight" [id=58, type=get_attr]; +"59 encoder_layers_encoder_layer_7_ln_1_bias" [id=59, type=get_attr]; +"60 encoder_layers_encoder_layer_7_self_attention_in_proj_bias" [id=60, type=get_attr]; +"61 encoder_layers_encoder_layer_7_self_attention_out_proj_bias" [id=61, type=get_attr]; +"62 encoder_layers_encoder_layer_7_ln_2_weight" [id=62, type=get_attr]; +"63 encoder_layers_encoder_layer_7_ln_2_bias" [id=63, type=get_attr]; +"64 encoder_layers_encoder_layer_7_mlp_0_bias" [id=64, type=get_attr]; +"65 encoder_layers_encoder_layer_7_mlp_3_bias" [id=65, type=get_attr]; +"66 encoder_layers_encoder_layer_8_ln_1_weight" [id=66, type=get_attr]; +"67 encoder_layers_encoder_layer_8_ln_1_bias" [id=67, type=get_attr]; +"68 encoder_layers_encoder_layer_8_self_attention_in_proj_bias" [id=68, type=get_attr]; +"69 encoder_layers_encoder_layer_8_self_attention_out_proj_bias" [id=69, type=get_attr]; +"70 encoder_layers_encoder_layer_8_ln_2_weight" [id=70, type=get_attr]; +"71 encoder_layers_encoder_layer_8_ln_2_bias" [id=71, type=get_attr]; +"72 encoder_layers_encoder_layer_8_mlp_0_bias" [id=72, type=get_attr]; +"73 encoder_layers_encoder_layer_8_mlp_3_bias" [id=73, type=get_attr]; +"74 encoder_layers_encoder_layer_9_ln_1_weight" [id=74, type=get_attr]; +"75 encoder_layers_encoder_layer_9_ln_1_bias" [id=75, type=get_attr]; +"76 encoder_layers_encoder_layer_9_self_attention_in_proj_bias" [id=76, type=get_attr]; +"77 encoder_layers_encoder_layer_9_self_attention_out_proj_bias" [id=77, type=get_attr]; +"78 encoder_layers_encoder_layer_9_ln_2_weight" [id=78, type=get_attr]; +"79 encoder_layers_encoder_layer_9_ln_2_bias" [id=79, type=get_attr]; +"80 encoder_layers_encoder_layer_9_mlp_0_bias" [id=80, type=get_attr]; +"81 encoder_layers_encoder_layer_9_mlp_3_bias" [id=81, type=get_attr]; +"82 encoder_layers_encoder_layer_10_ln_1_weight" [id=82, type=get_attr]; +"83 encoder_layers_encoder_layer_10_ln_1_bias" [id=83, type=get_attr]; +"84 encoder_layers_encoder_layer_10_self_attention_in_proj_bias" [id=84, type=get_attr]; +"85 encoder_layers_encoder_layer_10_self_attention_out_proj_bias" [id=85, type=get_attr]; +"86 encoder_layers_encoder_layer_10_ln_2_weight" [id=86, type=get_attr]; +"87 encoder_layers_encoder_layer_10_ln_2_bias" [id=87, type=get_attr]; +"88 encoder_layers_encoder_layer_10_mlp_0_bias" [id=88, type=get_attr]; +"89 encoder_layers_encoder_layer_10_mlp_3_bias" [id=89, type=get_attr]; +"90 encoder_layers_encoder_layer_11_ln_1_weight" [id=90, type=get_attr]; +"91 encoder_layers_encoder_layer_11_ln_1_bias" [id=91, type=get_attr]; +"92 encoder_layers_encoder_layer_11_self_attention_in_proj_bias" [id=92, type=get_attr]; +"93 encoder_layers_encoder_layer_11_self_attention_out_proj_bias" [id=93, type=get_attr]; +"94 encoder_layers_encoder_layer_11_ln_2_weight" [id=94, type=get_attr]; +"95 encoder_layers_encoder_layer_11_ln_2_bias" [id=95, type=get_attr]; +"96 encoder_layers_encoder_layer_11_mlp_0_bias" [id=96, type=get_attr]; +"97 encoder_layers_encoder_layer_11_mlp_3_bias" [id=97, type=get_attr]; +"98 encoder_ln_weight" [id=98, type=get_attr]; +"99 encoder_ln_bias" [id=99, type=get_attr]; +"100 heads_head_bias" [id=100, type=get_attr]; +"101 x" [id=101, type=input]; +"102 quantize_per_tensor_default" [id=102, type=quantize_per_tensor]; +"103 dequantize_per_tensor_default" [id=103, type=dequantize_per_tensor]; +"104 scale_updated_constant0" [id=104, type=get_attr]; +"105 compressed_weight_updated_constant0" [id=105, type=get_attr]; +"106 mul_tensor" [id=106, type=mul]; +"107 zero_point_updated_constant0" [id=107, type=get_attr]; +"108 sub_tensor" [id=108, type=sub]; +"109 conv2d" [id=109, type=conv2d]; +"110 reshape" [id=110, type=reshape]; +"111 permute" [id=111, type=permute]; +"112 _frozen_param0" [id=112, type=get_attr]; +"113 cat" [id=113, type=cat]; +"114 add" [id=114, type=add]; +"115 dropout" [id=115, type=dropout]; +"116 layer_norm" [id=116, type=layer_norm]; +"117 transpose" [id=117, type=transpose]; +"118 transpose_0_0_nncf_smooth_quant_0" [id=118, type=call_module]; +"119 quantize_per_tensor_default_1" [id=119, type=quantize_per_tensor]; +"120 dequantize_per_tensor_default_1" [id=120, type=dequantize_per_tensor]; +"121 scale_updated_constant1" [id=121, type=get_attr]; +"122 compressed_weight_updated_constant1" [id=122, type=get_attr]; +"123 mul_tensor_1" [id=123, type=mul]; +"124 zero_point_updated_constant1" [id=124, type=get_attr]; +"125 sub_tensor_1" [id=125, type=sub]; +"126 linear" [id=126, type=linear]; +"127 unflatten" [id=127, type=unflatten]; +"128 unsqueeze" [id=128, type=unsqueeze]; +"129 transpose_1" [id=129, type=transpose]; +"130 squeeze" [id=130, type=squeeze]; +"131 contiguous" [id=131, type=contiguous]; +"132 quantize_per_tensor_default_2" [id=132, type=quantize_per_tensor]; +"133 dequantize_per_tensor_default_2" [id=133, type=dequantize_per_tensor]; +"134 select" [id=134, type=select]; +"135 quantize_per_tensor_default_3" [id=135, type=quantize_per_tensor]; +"136 dequantize_per_tensor_default_3" [id=136, type=dequantize_per_tensor]; +"137 select_1" [id=137, type=select]; +"138 select_2" [id=138, type=select]; +"139 view" [id=139, type=view]; +"140 transpose_2" [id=140, type=transpose]; +"141 view_1" [id=141, type=view]; +"142 transpose_3" [id=142, type=transpose]; +"143 view_2" [id=143, type=view]; +"144 transpose_4" [id=144, type=transpose]; +"145 view_3" [id=145, type=view]; +"146 view_4" [id=146, type=view]; +"147 view_5" [id=147, type=view]; +"148 scaled_dot_product_attention" [id=148, type=scaled_dot_product_attention]; +"149 permute_1" [id=149, type=permute]; +"150 view_6" [id=150, type=view]; +"151 view_6_0_0_nncf_smooth_quant_0" [id=151, type=call_module]; +"152 quantize_per_tensor_default_4" [id=152, type=quantize_per_tensor]; +"153 dequantize_per_tensor_default_4" [id=153, type=dequantize_per_tensor]; +"154 scale_updated_constant2" [id=154, type=get_attr]; +"155 compressed_weight_updated_constant2" [id=155, type=get_attr]; +"156 mul_tensor_2" [id=156, type=mul]; +"157 zero_point_updated_constant2" [id=157, type=get_attr]; +"158 sub_tensor_2" [id=158, type=sub]; +"159 linear_1" [id=159, type=linear]; +"160 view_7" [id=160, type=view]; +"161 transpose_5" [id=161, type=transpose]; +"162 dropout_1" [id=162, type=dropout]; +"163 add_1" [id=163, type=add]; +"164 layer_norm_1" [id=164, type=layer_norm]; +"165 layer_norm_1_0_0_nncf_smooth_quant_0" [id=165, type=call_module]; +"166 quantize_per_tensor_default_5" [id=166, type=quantize_per_tensor]; +"167 dequantize_per_tensor_default_5" [id=167, type=dequantize_per_tensor]; +"168 scale_updated_constant3" [id=168, type=get_attr]; +"169 compressed_weight_updated_constant3" [id=169, type=get_attr]; +"170 mul_tensor_3" [id=170, type=mul]; +"171 zero_point_updated_constant3" [id=171, type=get_attr]; +"172 sub_tensor_3" [id=172, type=sub]; +"173 linear_2" [id=173, type=linear]; +"174 gelu" [id=174, type=gelu]; +"175 dropout_2" [id=175, type=dropout]; +"176 dropout_2_0_0_nncf_smooth_quant_0" [id=176, type=call_module]; +"177 quantize_per_tensor_default_6" [id=177, type=quantize_per_tensor]; +"178 dequantize_per_tensor_default_6" [id=178, type=dequantize_per_tensor]; +"179 scale_updated_constant4" [id=179, type=get_attr]; +"180 compressed_weight_updated_constant4" [id=180, type=get_attr]; +"181 mul_tensor_4" [id=181, type=mul]; +"182 zero_point_updated_constant4" [id=182, type=get_attr]; +"183 sub_tensor_4" [id=183, type=sub]; +"184 linear_3" [id=184, type=linear]; +"185 dropout_3" [id=185, type=dropout]; +"186 add_2" [id=186, type=add]; +"187 layer_norm_2" [id=187, type=layer_norm]; +"188 transpose_6" [id=188, type=transpose]; +"189 transpose_6_0_0_nncf_smooth_quant_0" [id=189, type=call_module]; +"190 quantize_per_tensor_default_7" [id=190, type=quantize_per_tensor]; +"191 dequantize_per_tensor_default_7" [id=191, type=dequantize_per_tensor]; +"192 scale_updated_constant5" [id=192, type=get_attr]; +"193 compressed_weight_updated_constant5" [id=193, type=get_attr]; +"194 mul_tensor_5" [id=194, type=mul]; +"195 zero_point_updated_constant5" [id=195, type=get_attr]; +"196 sub_tensor_5" [id=196, type=sub]; +"197 linear_4" [id=197, type=linear]; +"198 unflatten_1" [id=198, type=unflatten]; +"199 unsqueeze_1" [id=199, type=unsqueeze]; +"200 transpose_7" [id=200, type=transpose]; +"201 squeeze_1" [id=201, type=squeeze]; +"202 contiguous_1" [id=202, type=contiguous]; +"203 quantize_per_tensor_default_8" [id=203, type=quantize_per_tensor]; +"204 dequantize_per_tensor_default_8" [id=204, type=dequantize_per_tensor]; +"205 select_3" [id=205, type=select]; +"206 quantize_per_tensor_default_9" [id=206, type=quantize_per_tensor]; +"207 dequantize_per_tensor_default_9" [id=207, type=dequantize_per_tensor]; +"208 select_4" [id=208, type=select]; +"209 select_5" [id=209, type=select]; +"210 view_8" [id=210, type=view]; +"211 transpose_8" [id=211, type=transpose]; +"212 view_9" [id=212, type=view]; +"213 transpose_9" [id=213, type=transpose]; +"214 view_10" [id=214, type=view]; +"215 transpose_10" [id=215, type=transpose]; +"216 view_11" [id=216, type=view]; +"217 view_12" [id=217, type=view]; +"218 view_13" [id=218, type=view]; +"219 scaled_dot_product_attention_1" [id=219, type=scaled_dot_product_attention]; +"220 permute_2" [id=220, type=permute]; +"221 view_14" [id=221, type=view]; +"222 view_14_0_0_nncf_smooth_quant_0" [id=222, type=call_module]; +"223 quantize_per_tensor_default_10" [id=223, type=quantize_per_tensor]; +"224 dequantize_per_tensor_default_10" [id=224, type=dequantize_per_tensor]; +"225 scale_updated_constant6" [id=225, type=get_attr]; +"226 compressed_weight_updated_constant6" [id=226, type=get_attr]; +"227 mul_tensor_6" [id=227, type=mul]; +"228 zero_point_updated_constant6" [id=228, type=get_attr]; +"229 sub_tensor_6" [id=229, type=sub]; +"230 linear_5" [id=230, type=linear]; +"231 view_15" [id=231, type=view]; +"232 transpose_11" [id=232, type=transpose]; +"233 dropout_4" [id=233, type=dropout]; +"234 add_3" [id=234, type=add]; +"235 layer_norm_3" [id=235, type=layer_norm]; +"236 layer_norm_3_0_0_nncf_smooth_quant_0" [id=236, type=call_module]; +"237 quantize_per_tensor_default_11" [id=237, type=quantize_per_tensor]; +"238 dequantize_per_tensor_default_11" [id=238, type=dequantize_per_tensor]; +"239 scale_updated_constant7" [id=239, type=get_attr]; +"240 compressed_weight_updated_constant7" [id=240, type=get_attr]; +"241 mul_tensor_7" [id=241, type=mul]; +"242 zero_point_updated_constant7" [id=242, type=get_attr]; +"243 sub_tensor_7" [id=243, type=sub]; +"244 linear_6" [id=244, type=linear]; +"245 gelu_1" [id=245, type=gelu]; +"246 dropout_5" [id=246, type=dropout]; +"247 dropout_5_0_0_nncf_smooth_quant_0" [id=247, type=call_module]; +"248 quantize_per_tensor_default_12" [id=248, type=quantize_per_tensor]; +"249 dequantize_per_tensor_default_12" [id=249, type=dequantize_per_tensor]; +"250 scale_updated_constant8" [id=250, type=get_attr]; +"251 compressed_weight_updated_constant8" [id=251, type=get_attr]; +"252 mul_tensor_8" [id=252, type=mul]; +"253 zero_point_updated_constant8" [id=253, type=get_attr]; +"254 sub_tensor_8" [id=254, type=sub]; +"255 linear_7" [id=255, type=linear]; +"256 dropout_6" [id=256, type=dropout]; +"257 add_4" [id=257, type=add]; +"258 layer_norm_4" [id=258, type=layer_norm]; +"259 transpose_12" [id=259, type=transpose]; +"260 transpose_12_0_0_nncf_smooth_quant_0" [id=260, type=call_module]; +"261 quantize_per_tensor_default_13" [id=261, type=quantize_per_tensor]; +"262 dequantize_per_tensor_default_13" [id=262, type=dequantize_per_tensor]; +"263 scale_updated_constant9" [id=263, type=get_attr]; +"264 compressed_weight_updated_constant9" [id=264, type=get_attr]; +"265 mul_tensor_9" [id=265, type=mul]; +"266 zero_point_updated_constant9" [id=266, type=get_attr]; +"267 sub_tensor_9" [id=267, type=sub]; +"268 linear_8" [id=268, type=linear]; +"269 unflatten_2" [id=269, type=unflatten]; +"270 unsqueeze_2" [id=270, type=unsqueeze]; +"271 transpose_13" [id=271, type=transpose]; +"272 squeeze_2" [id=272, 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[id=970, type=select]; +"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 scale_updated_constant49" [id=974, type=get_attr]; +"975 compressed_weight_updated_constant49" [id=975, type=get_attr]; +"976 mul_tensor_49" [id=976, type=mul]; +"977 zero_point_updated_constant49" [id=977, type=get_attr]; +"978 sub_tensor_49" [id=978, type=sub]; +"979 linear_48" [id=979, type=linear]; +"980 output" [id=980, type=output]; +"0 encoder_pos_embedding" -> "114 add" [label="(1, 197, 768)", style=solid]; +"1 conv_proj_bias" -> "109 conv2d" [label="(768,)", style=solid]; +"2 encoder_layers_encoder_layer_0_ln_1_weight" -> "116 layer_norm" [label="(768,)", style=solid]; +"3 encoder_layers_encoder_layer_0_ln_1_bias" -> "116 layer_norm" [label="(768,)", style=solid]; +"4 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" -> "126 linear" [label="(2304,)", style=solid]; +"5 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" -> "159 linear_1" [label="(768,)", style=solid]; +"6 encoder_layers_encoder_layer_0_ln_2_weight" -> "164 layer_norm_1" [label="(768,)", style=solid]; +"7 encoder_layers_encoder_layer_0_ln_2_bias" -> "164 layer_norm_1" [label="(768,)", style=solid]; +"8 encoder_layers_encoder_layer_0_mlp_0_bias" -> "173 linear_2" [label="(3072,)", style=solid]; +"9 encoder_layers_encoder_layer_0_mlp_3_bias" -> "184 linear_3" [label="(768,)", style=solid]; +"10 encoder_layers_encoder_layer_1_ln_1_weight" -> "187 layer_norm_2" [label="(768,)", style=solid]; +"11 encoder_layers_encoder_layer_1_ln_1_bias" -> "187 layer_norm_2" [label="(768,)", style=solid]; +"12 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" -> "197 linear_4" [label="(2304,)", style=solid]; +"13 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" -> "230 linear_5" [label="(768,)", style=solid]; +"14 encoder_layers_encoder_layer_1_ln_2_weight" -> "235 layer_norm_3" [label="(768,)", style=solid]; +"15 encoder_layers_encoder_layer_1_ln_2_bias" -> "235 layer_norm_3" [label="(768,)", style=solid]; +"16 encoder_layers_encoder_layer_1_mlp_0_bias" -> "244 linear_6" [label="(3072,)", style=solid]; +"17 encoder_layers_encoder_layer_1_mlp_3_bias" -> "255 linear_7" [label="(768,)", style=solid]; +"18 encoder_layers_encoder_layer_2_ln_1_weight" -> "258 layer_norm_4" [label="(768,)", style=solid]; +"19 encoder_layers_encoder_layer_2_ln_1_bias" -> "258 layer_norm_4" [label="(768,)", style=solid]; +"20 encoder_layers_encoder_layer_2_self_attention_in_proj_bias" -> "268 linear_8" [label="(2304,)", style=solid]; +"21 encoder_layers_encoder_layer_2_self_attention_out_proj_bias" -> "301 linear_9" [label="(768,)", style=solid]; +"22 encoder_layers_encoder_layer_2_ln_2_weight" -> "306 layer_norm_5" [label="(768,)", style=solid]; +"23 encoder_layers_encoder_layer_2_ln_2_bias" -> "306 layer_norm_5" [label="(768,)", style=solid]; +"24 encoder_layers_encoder_layer_2_mlp_0_bias" -> "315 linear_10" [label="(3072,)", style=solid]; +"25 encoder_layers_encoder_layer_2_mlp_3_bias" -> "326 linear_11" [label="(768,)", style=solid]; +"26 encoder_layers_encoder_layer_3_ln_1_weight" -> "329 layer_norm_6" [label="(768,)", style=solid]; +"27 encoder_layers_encoder_layer_3_ln_1_bias" -> "329 layer_norm_6" [label="(768,)", style=solid]; +"28 encoder_layers_encoder_layer_3_self_attention_in_proj_bias" -> "339 linear_12" [label="(2304,)", style=solid]; +"29 encoder_layers_encoder_layer_3_self_attention_out_proj_bias" -> "372 linear_13" [label="(768,)", style=solid]; +"30 encoder_layers_encoder_layer_3_ln_2_weight" -> "377 layer_norm_7" [label="(768,)", style=solid]; +"31 encoder_layers_encoder_layer_3_ln_2_bias" -> "377 layer_norm_7" [label="(768,)", style=solid]; +"32 encoder_layers_encoder_layer_3_mlp_0_bias" -> "386 linear_14" [label="(3072,)", style=solid]; +"33 encoder_layers_encoder_layer_3_mlp_3_bias" -> "397 linear_15" [label="(768,)", style=solid]; +"34 encoder_layers_encoder_layer_4_ln_1_weight" -> "400 layer_norm_8" [label="(768,)", style=solid]; +"35 encoder_layers_encoder_layer_4_ln_1_bias" -> "400 layer_norm_8" [label="(768,)", style=solid]; +"36 encoder_layers_encoder_layer_4_self_attention_in_proj_bias" -> "410 linear_16" [label="(2304,)", style=solid]; +"37 encoder_layers_encoder_layer_4_self_attention_out_proj_bias" -> "443 linear_17" [label="(768,)", style=solid]; +"38 encoder_layers_encoder_layer_4_ln_2_weight" -> "448 layer_norm_9" [label="(768,)", style=solid]; +"39 encoder_layers_encoder_layer_4_ln_2_bias" -> "448 layer_norm_9" [label="(768,)", style=solid]; +"40 encoder_layers_encoder_layer_4_mlp_0_bias" -> "457 linear_18" [label="(3072,)", style=solid]; +"41 encoder_layers_encoder_layer_4_mlp_3_bias" -> "468 linear_19" [label="(768,)", style=solid]; +"42 encoder_layers_encoder_layer_5_ln_1_weight" -> "471 layer_norm_10" 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encoder_layers_encoder_layer_6_self_attention_in_proj_bias" -> "552 linear_24" [label="(2304,)", style=solid]; +"53 encoder_layers_encoder_layer_6_self_attention_out_proj_bias" -> "585 linear_25" [label="(768,)", style=solid]; +"54 encoder_layers_encoder_layer_6_ln_2_weight" -> "590 layer_norm_13" [label="(768,)", style=solid]; +"55 encoder_layers_encoder_layer_6_ln_2_bias" -> "590 layer_norm_13" [label="(768,)", style=solid]; +"56 encoder_layers_encoder_layer_6_mlp_0_bias" -> "599 linear_26" [label="(3072,)", style=solid]; +"57 encoder_layers_encoder_layer_6_mlp_3_bias" -> "610 linear_27" [label="(768,)", style=solid]; +"58 encoder_layers_encoder_layer_7_ln_1_weight" -> "613 layer_norm_14" [label="(768,)", style=solid]; +"59 encoder_layers_encoder_layer_7_ln_1_bias" -> "613 layer_norm_14" [label="(768,)", style=solid]; +"60 encoder_layers_encoder_layer_7_self_attention_in_proj_bias" -> "623 linear_28" [label="(2304,)", style=solid]; +"61 encoder_layers_encoder_layer_7_self_attention_out_proj_bias" -> "656 linear_29" [label="(768,)", style=solid]; +"62 encoder_layers_encoder_layer_7_ln_2_weight" -> "661 layer_norm_15" [label="(768,)", style=solid]; +"63 encoder_layers_encoder_layer_7_ln_2_bias" -> "661 layer_norm_15" [label="(768,)", style=solid]; +"64 encoder_layers_encoder_layer_7_mlp_0_bias" -> "670 linear_30" [label="(3072,)", style=solid]; +"65 encoder_layers_encoder_layer_7_mlp_3_bias" -> "681 linear_31" [label="(768,)", style=solid]; +"66 encoder_layers_encoder_layer_8_ln_1_weight" -> "684 layer_norm_16" [label="(768,)", style=solid]; +"67 encoder_layers_encoder_layer_8_ln_1_bias" -> "684 layer_norm_16" [label="(768,)", style=solid]; +"68 encoder_layers_encoder_layer_8_self_attention_in_proj_bias" -> "694 linear_32" [label="(2304,)", style=solid]; +"69 encoder_layers_encoder_layer_8_self_attention_out_proj_bias" -> "727 linear_33" [label="(768,)", style=solid]; +"70 encoder_layers_encoder_layer_8_ln_2_weight" -> 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encoder_layers_encoder_layer_9_mlp_0_bias" -> "812 linear_38" [label="(3072,)", style=solid]; +"81 encoder_layers_encoder_layer_9_mlp_3_bias" -> "823 linear_39" [label="(768,)", style=solid]; +"82 encoder_layers_encoder_layer_10_ln_1_weight" -> "826 layer_norm_20" [label="(768,)", style=solid]; +"83 encoder_layers_encoder_layer_10_ln_1_bias" -> "826 layer_norm_20" [label="(768,)", style=solid]; +"84 encoder_layers_encoder_layer_10_self_attention_in_proj_bias" -> "836 linear_40" [label="(2304,)", style=solid]; +"85 encoder_layers_encoder_layer_10_self_attention_out_proj_bias" -> "869 linear_41" [label="(768,)", style=solid]; +"86 encoder_layers_encoder_layer_10_ln_2_weight" -> "874 layer_norm_21" [label="(768,)", style=solid]; +"87 encoder_layers_encoder_layer_10_ln_2_bias" -> "874 layer_norm_21" [label="(768,)", style=solid]; +"88 encoder_layers_encoder_layer_10_mlp_0_bias" -> "883 linear_42" [label="(3072,)", style=solid]; +"89 encoder_layers_encoder_layer_10_mlp_3_bias" -> "894 linear_43" [label="(768,)", style=solid]; +"90 encoder_layers_encoder_layer_11_ln_1_weight" -> "897 layer_norm_22" [label="(768,)", style=solid]; +"91 encoder_layers_encoder_layer_11_ln_1_bias" -> "897 layer_norm_22" [label="(768,)", style=solid]; +"92 encoder_layers_encoder_layer_11_self_attention_in_proj_bias" -> "907 linear_44" [label="(2304,)", style=solid]; +"93 encoder_layers_encoder_layer_11_self_attention_out_proj_bias" -> "940 linear_45" [label="(768,)", style=solid]; +"94 encoder_layers_encoder_layer_11_ln_2_weight" -> "945 layer_norm_23" [label="(768,)", style=solid]; +"95 encoder_layers_encoder_layer_11_ln_2_bias" -> "945 layer_norm_23" [label="(768,)", style=solid]; +"96 encoder_layers_encoder_layer_11_mlp_0_bias" -> "954 linear_46" [label="(3072,)", style=solid]; +"97 encoder_layers_encoder_layer_11_mlp_3_bias" -> "965 linear_47" [label="(768,)", style=solid]; +"98 encoder_ln_weight" -> "968 layer_norm_24" [label="(768,)", style=solid]; +"99 encoder_ln_bias" -> "968 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compressed_weight_updated_constant1" -> "123 mul_tensor_1" [label="(2304, 768)", style=solid]; +"123 mul_tensor_1" -> "125 sub_tensor_1" [label="(2304, 768)", style=solid]; +"124 zero_point_updated_constant1" -> "125 sub_tensor_1" [label="(2304, 1)", style=solid]; +"125 sub_tensor_1" -> "126 linear" [label="(2304, 768)", style=solid]; +"126 linear" -> "127 unflatten" [label="(197, 1, 2304)", style=solid]; +"127 unflatten" -> "128 unsqueeze" [label="(197, 1, 3, 768)", style=solid]; +"128 unsqueeze" -> "129 transpose_1" [label="(1, 197, 1, 3, 768)", style=solid]; +"129 transpose_1" -> "130 squeeze" [label="(3, 197, 1, 1, 768)", style=solid]; +"130 squeeze" -> "131 contiguous" [label="(3, 197, 1, 768)", style=solid]; +"131 contiguous" -> "132 quantize_per_tensor_default_2" [label="(3, 197, 1, 768)", style=solid]; +"131 contiguous" -> "135 quantize_per_tensor_default_3" [label="(3, 197, 1, 768)", style=solid]; +"131 contiguous" -> "138 select_2" [label="(3, 197, 1, 768)", style=solid]; 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style=solid]; +"155 compressed_weight_updated_constant2" -> "156 mul_tensor_2" [label="(768, 768)", style=solid]; +"156 mul_tensor_2" -> "158 sub_tensor_2" [label="(768, 768)", style=solid]; +"157 zero_point_updated_constant2" -> "158 sub_tensor_2" [label="(768, 1)", style=solid]; +"158 sub_tensor_2" -> "159 linear_1" [label="(768, 768)", style=solid]; +"159 linear_1" -> "160 view_7" [label="(197, 768)", style=solid]; +"160 view_7" -> "161 transpose_5" [label="(197, 1, 768)", style=solid]; +"161 transpose_5" -> "162 dropout_1" [label="(1, 197, 768)", style=solid]; +"162 dropout_1" -> "163 add_1" [label="(1, 197, 768)", style=solid]; +"163 add_1" -> "164 layer_norm_1" [label="(1, 197, 768)", style=solid]; +"163 add_1" -> "186 add_2" [label="(1, 197, 768)", style=solid]; +"164 layer_norm_1" -> "165 layer_norm_1_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"165 layer_norm_1_0_0_nncf_smooth_quant_0" -> "166 quantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; +"166 quantize_per_tensor_default_5" -> "167 dequantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; +"167 dequantize_per_tensor_default_5" -> "173 linear_2" [label="(1, 197, 768)", style=solid]; +"168 scale_updated_constant3" -> "170 mul_tensor_3" [label="(3072, 1)", style=solid]; +"169 compressed_weight_updated_constant3" -> "170 mul_tensor_3" [label="(3072, 768)", style=solid]; +"170 mul_tensor_3" -> "172 sub_tensor_3" [label="(3072, 768)", style=solid]; +"171 zero_point_updated_constant3" -> "172 sub_tensor_3" [label="(3072, 1)", style=solid]; +"172 sub_tensor_3" -> "173 linear_2" [label="(3072, 768)", style=solid]; +"173 linear_2" -> "174 gelu" [label="(1, 197, 3072)", style=solid]; +"174 gelu" -> "175 dropout_2" [label="(1, 197, 3072)", style=solid]; +"175 dropout_2" -> "176 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"176 dropout_2_0_0_nncf_smooth_quant_0" -> "177 quantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; +"177 quantize_per_tensor_default_6" -> "178 dequantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; +"178 dequantize_per_tensor_default_6" -> "184 linear_3" [label="(1, 197, 3072)", style=solid]; +"179 scale_updated_constant4" -> "181 mul_tensor_4" [label="(768, 1)", style=solid]; +"180 compressed_weight_updated_constant4" -> "181 mul_tensor_4" [label="(768, 3072)", style=solid]; +"181 mul_tensor_4" -> "183 sub_tensor_4" [label="(768, 3072)", style=solid]; +"182 zero_point_updated_constant4" -> "183 sub_tensor_4" [label="(768, 1)", style=solid]; +"183 sub_tensor_4" -> "184 linear_3" [label="(768, 3072)", style=solid]; +"184 linear_3" -> "185 dropout_3" [label="(1, 197, 768)", style=solid]; +"185 dropout_3" -> "186 add_2" [label="(1, 197, 768)", style=solid]; +"186 add_2" -> "187 layer_norm_2" [label="(1, 197, 768)", style=solid]; +"186 add_2" -> "234 add_3" [label="(1, 197, 768)", style=solid]; +"187 layer_norm_2" -> "188 transpose_6" [label="(1, 197, 768)", style=solid]; +"188 transpose_6" -> "189 transpose_6_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"189 transpose_6_0_0_nncf_smooth_quant_0" -> "190 quantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; +"190 quantize_per_tensor_default_7" -> "191 dequantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; +"191 dequantize_per_tensor_default_7" -> "197 linear_4" [label="(197, 1, 768)", style=solid]; +"192 scale_updated_constant5" -> "194 mul_tensor_5" [label="(2304, 1)", style=solid]; +"193 compressed_weight_updated_constant5" -> "194 mul_tensor_5" [label="(2304, 768)", style=solid]; +"194 mul_tensor_5" -> "196 sub_tensor_5" [label="(2304, 768)", style=solid]; +"195 zero_point_updated_constant5" -> "196 sub_tensor_5" [label="(2304, 1)", style=solid]; +"196 sub_tensor_5" -> "197 linear_4" [label="(2304, 768)", style=solid]; +"197 linear_4" -> "198 unflatten_1" [label="(197, 1, 2304)", style=solid]; +"198 unflatten_1" -> "199 unsqueeze_1" [label="(197, 1, 3, 768)", style=solid]; +"199 unsqueeze_1" -> "200 transpose_7" [label="(1, 197, 1, 3, 768)", style=solid]; +"200 transpose_7" -> "201 squeeze_1" [label="(3, 197, 1, 1, 768)", style=solid]; +"201 squeeze_1" -> "202 contiguous_1" [label="(3, 197, 1, 768)", style=solid]; +"202 contiguous_1" -> "203 quantize_per_tensor_default_8" [label="(3, 197, 1, 768)", style=solid]; +"202 contiguous_1" -> "206 quantize_per_tensor_default_9" [label="(3, 197, 1, 768)", style=solid]; +"202 contiguous_1" -> "209 select_5" [label="(3, 197, 1, 768)", style=solid]; +"203 quantize_per_tensor_default_8" -> "204 dequantize_per_tensor_default_8" [label="(3, 197, 1, 768)", style=solid]; +"204 dequantize_per_tensor_default_8" -> "205 select_3" [label="(3, 197, 1, 768)", style=solid]; +"205 select_3" -> "210 view_8" [label="(197, 1, 768)", style=solid]; +"206 quantize_per_tensor_default_9" -> "207 dequantize_per_tensor_default_9" [label="(3, 197, 1, 768)", style=solid]; +"207 dequantize_per_tensor_default_9" -> "208 select_4" [label="(3, 197, 1, 768)", style=solid]; +"208 select_4" -> "212 view_9" [label="(197, 1, 768)", style=solid]; +"209 select_5" -> "214 view_10" [label="(197, 1, 768)", style=solid]; +"210 view_8" -> "211 transpose_8" [label="(197, 12, 64)", style=solid]; +"211 transpose_8" -> "216 view_11" [label="(12, 197, 64)", style=solid]; +"212 view_9" -> "213 transpose_9" [label="(197, 12, 64)", style=solid]; +"213 transpose_9" -> "217 view_12" [label="(12, 197, 64)", style=solid]; +"214 view_10" -> "215 transpose_10" [label="(197, 12, 64)", style=solid]; +"215 transpose_10" -> "218 view_13" [label="(12, 197, 64)", style=solid]; +"216 view_11" -> "219 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; +"217 view_12" -> "219 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; +"218 view_13" -> "219 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; +"219 scaled_dot_product_attention_1" -> "220 permute_2" [label="(1, 12, 197, 64)", style=solid]; +"220 permute_2" -> "221 view_14" [label="(197, 1, 12, 64)", style=solid]; +"221 view_14" -> "222 view_14_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"222 view_14_0_0_nncf_smooth_quant_0" -> "223 quantize_per_tensor_default_10" [label="(197, 768)", style=solid]; +"223 quantize_per_tensor_default_10" -> "224 dequantize_per_tensor_default_10" [label="(197, 768)", style=solid]; +"224 dequantize_per_tensor_default_10" -> "230 linear_5" [label="(197, 768)", style=solid]; +"225 scale_updated_constant6" -> "227 mul_tensor_6" [label="(768, 1)", style=solid]; +"226 compressed_weight_updated_constant6" -> "227 mul_tensor_6" [label="(768, 768)", style=solid]; +"227 mul_tensor_6" -> "229 sub_tensor_6" [label="(768, 768)", style=solid]; +"228 zero_point_updated_constant6" -> "229 sub_tensor_6" [label="(768, 1)", style=solid]; +"229 sub_tensor_6" -> "230 linear_5" [label="(768, 768)", style=solid]; +"230 linear_5" -> "231 view_15" [label="(197, 768)", style=solid]; +"231 view_15" -> "232 transpose_11" [label="(197, 1, 768)", style=solid]; +"232 transpose_11" -> "233 dropout_4" [label="(1, 197, 768)", style=solid]; +"233 dropout_4" -> "234 add_3" [label="(1, 197, 768)", style=solid]; +"234 add_3" -> "235 layer_norm_3" [label="(1, 197, 768)", style=solid]; +"234 add_3" -> "257 add_4" [label="(1, 197, 768)", style=solid]; +"235 layer_norm_3" -> "236 layer_norm_3_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"236 layer_norm_3_0_0_nncf_smooth_quant_0" -> "237 quantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; +"237 quantize_per_tensor_default_11" -> "238 dequantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; +"238 dequantize_per_tensor_default_11" -> "244 linear_6" [label="(1, 197, 768)", style=solid]; +"239 scale_updated_constant7" -> "241 mul_tensor_7" [label="(3072, 1)", style=solid]; +"240 compressed_weight_updated_constant7" -> "241 mul_tensor_7" [label="(3072, 768)", style=solid]; +"241 mul_tensor_7" -> "243 sub_tensor_7" [label="(3072, 768)", style=solid]; +"242 zero_point_updated_constant7" -> "243 sub_tensor_7" [label="(3072, 1)", style=solid]; +"243 sub_tensor_7" -> "244 linear_6" [label="(3072, 768)", style=solid]; +"244 linear_6" -> "245 gelu_1" [label="(1, 197, 3072)", style=solid]; +"245 gelu_1" -> "246 dropout_5" [label="(1, 197, 3072)", style=solid]; +"246 dropout_5" -> "247 dropout_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"247 dropout_5_0_0_nncf_smooth_quant_0" -> "248 quantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; +"248 quantize_per_tensor_default_12" -> "249 dequantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; +"249 dequantize_per_tensor_default_12" -> "255 linear_7" [label="(1, 197, 3072)", style=solid]; +"250 scale_updated_constant8" -> "252 mul_tensor_8" [label="(768, 1)", style=solid]; +"251 compressed_weight_updated_constant8" -> "252 mul_tensor_8" [label="(768, 3072)", style=solid]; +"252 mul_tensor_8" -> "254 sub_tensor_8" [label="(768, 3072)", style=solid]; +"253 zero_point_updated_constant8" -> "254 sub_tensor_8" [label="(768, 1)", style=solid]; +"254 sub_tensor_8" -> "255 linear_7" [label="(768, 3072)", style=solid]; +"255 linear_7" -> "256 dropout_6" [label="(1, 197, 768)", style=solid]; +"256 dropout_6" -> "257 add_4" [label="(1, 197, 768)", style=solid]; +"257 add_4" -> "258 layer_norm_4" [label="(1, 197, 768)", style=solid]; +"257 add_4" -> "305 add_5" [label="(1, 197, 768)", style=solid]; +"258 layer_norm_4" -> "259 transpose_12" [label="(1, 197, 768)", style=solid]; +"259 transpose_12" -> "260 transpose_12_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"260 transpose_12_0_0_nncf_smooth_quant_0" -> "261 quantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; +"261 quantize_per_tensor_default_13" -> "262 dequantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; +"262 dequantize_per_tensor_default_13" -> "268 linear_8" [label="(197, 1, 768)", style=solid]; +"263 scale_updated_constant9" -> "265 mul_tensor_9" [label="(2304, 1)", style=solid]; +"264 compressed_weight_updated_constant9" -> "265 mul_tensor_9" [label="(2304, 768)", style=solid]; +"265 mul_tensor_9" -> "267 sub_tensor_9" [label="(2304, 768)", style=solid]; +"266 zero_point_updated_constant9" -> "267 sub_tensor_9" [label="(2304, 1)", style=solid]; +"267 sub_tensor_9" -> "268 linear_8" [label="(2304, 768)", style=solid]; +"268 linear_8" -> "269 unflatten_2" [label="(197, 1, 2304)", style=solid]; +"269 unflatten_2" -> "270 unsqueeze_2" [label="(197, 1, 3, 768)", style=solid]; +"270 unsqueeze_2" -> "271 transpose_13" [label="(1, 197, 1, 3, 768)", style=solid]; +"271 transpose_13" -> "272 squeeze_2" [label="(3, 197, 1, 1, 768)", style=solid]; +"272 squeeze_2" -> "273 contiguous_2" [label="(3, 197, 1, 768)", style=solid]; +"273 contiguous_2" -> "274 quantize_per_tensor_default_14" [label="(3, 197, 1, 768)", style=solid]; +"273 contiguous_2" -> "277 quantize_per_tensor_default_15" [label="(3, 197, 1, 768)", style=solid]; +"273 contiguous_2" -> "280 select_8" [label="(3, 197, 1, 768)", style=solid]; +"274 quantize_per_tensor_default_14" -> "275 dequantize_per_tensor_default_14" [label="(3, 197, 1, 768)", style=solid]; +"275 dequantize_per_tensor_default_14" -> "276 select_6" [label="(3, 197, 1, 768)", style=solid]; +"276 select_6" -> "281 view_16" [label="(197, 1, 768)", style=solid]; +"277 quantize_per_tensor_default_15" -> "278 dequantize_per_tensor_default_15" [label="(3, 197, 1, 768)", style=solid]; +"278 dequantize_per_tensor_default_15" -> "279 select_7" [label="(3, 197, 1, 768)", style=solid]; +"279 select_7" -> "283 view_17" [label="(197, 1, 768)", style=solid]; +"280 select_8" -> "285 view_18" [label="(197, 1, 768)", style=solid]; +"281 view_16" -> "282 transpose_14" [label="(197, 12, 64)", style=solid]; +"282 transpose_14" -> "287 view_19" [label="(12, 197, 64)", style=solid]; +"283 view_17" -> "284 transpose_15" [label="(197, 12, 64)", style=solid]; +"284 transpose_15" -> "288 view_20" [label="(12, 197, 64)", style=solid]; +"285 view_18" -> "286 transpose_16" [label="(197, 12, 64)", style=solid]; +"286 transpose_16" -> "289 view_21" [label="(12, 197, 64)", style=solid]; +"287 view_19" -> "290 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; +"288 view_20" -> "290 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; +"289 view_21" -> "290 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; +"290 scaled_dot_product_attention_2" -> "291 permute_3" [label="(1, 12, 197, 64)", style=solid]; +"291 permute_3" -> "292 view_22" [label="(197, 1, 12, 64)", style=solid]; +"292 view_22" -> "293 view_22_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"293 view_22_0_0_nncf_smooth_quant_0" -> "294 quantize_per_tensor_default_16" [label="(197, 768)", style=solid]; +"294 quantize_per_tensor_default_16" -> "295 dequantize_per_tensor_default_16" [label="(197, 768)", style=solid]; +"295 dequantize_per_tensor_default_16" -> "301 linear_9" [label="(197, 768)", style=solid]; +"296 scale_updated_constant10" -> "298 mul_tensor_10" [label="(768, 1)", style=solid]; +"297 compressed_weight_updated_constant10" -> "298 mul_tensor_10" [label="(768, 768)", style=solid]; +"298 mul_tensor_10" -> "300 sub_tensor_10" [label="(768, 768)", style=solid]; +"299 zero_point_updated_constant10" -> "300 sub_tensor_10" [label="(768, 1)", style=solid]; +"300 sub_tensor_10" -> "301 linear_9" [label="(768, 768)", style=solid]; +"301 linear_9" -> "302 view_23" [label="(197, 768)", style=solid]; +"302 view_23" -> "303 transpose_17" [label="(197, 1, 768)", style=solid]; +"303 transpose_17" -> "304 dropout_7" [label="(1, 197, 768)", style=solid]; +"304 dropout_7" -> "305 add_5" [label="(1, 197, 768)", style=solid]; +"305 add_5" -> "306 layer_norm_5" [label="(1, 197, 768)", style=solid]; +"305 add_5" -> "328 add_6" [label="(1, 197, 768)", style=solid]; +"306 layer_norm_5" -> "307 layer_norm_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"307 layer_norm_5_0_0_nncf_smooth_quant_0" -> "308 quantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; +"308 quantize_per_tensor_default_17" -> "309 dequantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; +"309 dequantize_per_tensor_default_17" -> "315 linear_10" [label="(1, 197, 768)", style=solid]; +"310 scale_updated_constant11" -> "312 mul_tensor_11" [label="(3072, 1)", style=solid]; +"311 compressed_weight_updated_constant11" -> "312 mul_tensor_11" [label="(3072, 768)", style=solid]; +"312 mul_tensor_11" -> "314 sub_tensor_11" [label="(3072, 768)", style=solid]; +"313 zero_point_updated_constant11" -> "314 sub_tensor_11" [label="(3072, 1)", style=solid]; +"314 sub_tensor_11" -> "315 linear_10" [label="(3072, 768)", style=solid]; +"315 linear_10" -> "316 gelu_2" [label="(1, 197, 3072)", style=solid]; +"316 gelu_2" -> "317 dropout_8" [label="(1, 197, 3072)", style=solid]; +"317 dropout_8" -> "318 dropout_8_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"318 dropout_8_0_0_nncf_smooth_quant_0" -> "319 quantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; +"319 quantize_per_tensor_default_18" -> "320 dequantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; +"320 dequantize_per_tensor_default_18" -> "326 linear_11" [label="(1, 197, 3072)", style=solid]; +"321 scale_updated_constant12" -> "323 mul_tensor_12" [label="(768, 1)", style=solid]; +"322 compressed_weight_updated_constant12" -> "323 mul_tensor_12" [label="(768, 3072)", style=solid]; +"323 mul_tensor_12" -> "325 sub_tensor_12" [label="(768, 3072)", style=solid]; +"324 zero_point_updated_constant12" -> "325 sub_tensor_12" [label="(768, 1)", style=solid]; +"325 sub_tensor_12" -> "326 linear_11" [label="(768, 3072)", style=solid]; +"326 linear_11" -> "327 dropout_9" [label="(1, 197, 768)", style=solid]; +"327 dropout_9" -> "328 add_6" [label="(1, 197, 768)", style=solid]; +"328 add_6" -> "329 layer_norm_6" [label="(1, 197, 768)", style=solid]; +"328 add_6" -> "376 add_7" [label="(1, 197, 768)", style=solid]; +"329 layer_norm_6" -> "330 transpose_18" [label="(1, 197, 768)", style=solid]; +"330 transpose_18" -> "331 transpose_18_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"331 transpose_18_0_0_nncf_smooth_quant_0" -> "332 quantize_per_tensor_default_19" [label="(197, 1, 768)", style=solid]; +"332 quantize_per_tensor_default_19" -> "333 dequantize_per_tensor_default_19" [label="(197, 1, 768)", style=solid]; +"333 dequantize_per_tensor_default_19" -> "339 linear_12" [label="(197, 1, 768)", style=solid]; +"334 scale_updated_constant13" -> "336 mul_tensor_13" [label="(2304, 1)", style=solid]; +"335 compressed_weight_updated_constant13" -> "336 mul_tensor_13" [label="(2304, 768)", style=solid]; +"336 mul_tensor_13" -> "338 sub_tensor_13" [label="(2304, 768)", style=solid]; +"337 zero_point_updated_constant13" -> "338 sub_tensor_13" [label="(2304, 1)", style=solid]; +"338 sub_tensor_13" -> "339 linear_12" [label="(2304, 768)", style=solid]; +"339 linear_12" -> "340 unflatten_3" [label="(197, 1, 2304)", style=solid]; +"340 unflatten_3" -> "341 unsqueeze_3" [label="(197, 1, 3, 768)", style=solid]; +"341 unsqueeze_3" -> "342 transpose_19" [label="(1, 197, 1, 3, 768)", style=solid]; +"342 transpose_19" -> "343 squeeze_3" [label="(3, 197, 1, 1, 768)", style=solid]; +"343 squeeze_3" -> "344 contiguous_3" [label="(3, 197, 1, 768)", style=solid]; +"344 contiguous_3" -> "345 quantize_per_tensor_default_20" [label="(3, 197, 1, 768)", style=solid]; +"344 contiguous_3" -> "348 quantize_per_tensor_default_21" [label="(3, 197, 1, 768)", style=solid]; +"344 contiguous_3" -> "351 select_11" [label="(3, 197, 1, 768)", style=solid]; +"345 quantize_per_tensor_default_20" -> "346 dequantize_per_tensor_default_20" [label="(3, 197, 1, 768)", style=solid]; +"346 dequantize_per_tensor_default_20" -> "347 select_9" [label="(3, 197, 1, 768)", style=solid]; +"347 select_9" -> "352 view_24" [label="(197, 1, 768)", style=solid]; +"348 quantize_per_tensor_default_21" -> "349 dequantize_per_tensor_default_21" [label="(3, 197, 1, 768)", style=solid]; +"349 dequantize_per_tensor_default_21" -> "350 select_10" [label="(3, 197, 1, 768)", style=solid]; +"350 select_10" -> "354 view_25" [label="(197, 1, 768)", style=solid]; +"351 select_11" -> "356 view_26" [label="(197, 1, 768)", style=solid]; +"352 view_24" -> "353 transpose_20" [label="(197, 12, 64)", style=solid]; +"353 transpose_20" -> "358 view_27" [label="(12, 197, 64)", style=solid]; +"354 view_25" -> "355 transpose_21" [label="(197, 12, 64)", style=solid]; +"355 transpose_21" -> "359 view_28" [label="(12, 197, 64)", style=solid]; +"356 view_26" -> "357 transpose_22" [label="(197, 12, 64)", style=solid]; +"357 transpose_22" -> "360 view_29" [label="(12, 197, 64)", style=solid]; +"358 view_27" -> "361 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; +"359 view_28" -> "361 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; +"360 view_29" -> "361 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; +"361 scaled_dot_product_attention_3" -> "362 permute_4" [label="(1, 12, 197, 64)", style=solid]; +"362 permute_4" -> "363 view_30" [label="(197, 1, 12, 64)", style=solid]; +"363 view_30" -> "364 view_30_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"364 view_30_0_0_nncf_smooth_quant_0" -> "365 quantize_per_tensor_default_22" [label="(197, 768)", style=solid]; +"365 quantize_per_tensor_default_22" -> "366 dequantize_per_tensor_default_22" [label="(197, 768)", style=solid]; +"366 dequantize_per_tensor_default_22" -> "372 linear_13" [label="(197, 768)", style=solid]; +"367 scale_updated_constant14" -> "369 mul_tensor_14" [label="(768, 1)", style=solid]; +"368 compressed_weight_updated_constant14" -> "369 mul_tensor_14" [label="(768, 768)", style=solid]; +"369 mul_tensor_14" -> "371 sub_tensor_14" [label="(768, 768)", style=solid]; +"370 zero_point_updated_constant14" -> "371 sub_tensor_14" [label="(768, 1)", style=solid]; +"371 sub_tensor_14" -> "372 linear_13" [label="(768, 768)", style=solid]; +"372 linear_13" -> "373 view_31" [label="(197, 768)", style=solid]; +"373 view_31" -> "374 transpose_23" [label="(197, 1, 768)", style=solid]; +"374 transpose_23" -> "375 dropout_10" [label="(1, 197, 768)", style=solid]; +"375 dropout_10" -> "376 add_7" [label="(1, 197, 768)", style=solid]; +"376 add_7" -> "377 layer_norm_7" [label="(1, 197, 768)", style=solid]; +"376 add_7" -> "399 add_8" [label="(1, 197, 768)", style=solid]; +"377 layer_norm_7" -> "378 layer_norm_7_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"378 layer_norm_7_0_0_nncf_smooth_quant_0" -> "379 quantize_per_tensor_default_23" [label="(1, 197, 768)", style=solid]; +"379 quantize_per_tensor_default_23" -> "380 dequantize_per_tensor_default_23" [label="(1, 197, 768)", style=solid]; +"380 dequantize_per_tensor_default_23" -> "386 linear_14" [label="(1, 197, 768)", style=solid]; +"381 scale_updated_constant15" -> "383 mul_tensor_15" [label="(3072, 1)", style=solid]; +"382 compressed_weight_updated_constant15" -> "383 mul_tensor_15" [label="(3072, 768)", style=solid]; +"383 mul_tensor_15" -> "385 sub_tensor_15" [label="(3072, 768)", style=solid]; +"384 zero_point_updated_constant15" -> "385 sub_tensor_15" [label="(3072, 1)", style=solid]; +"385 sub_tensor_15" -> "386 linear_14" [label="(3072, 768)", style=solid]; +"386 linear_14" -> "387 gelu_3" [label="(1, 197, 3072)", style=solid]; +"387 gelu_3" -> "388 dropout_11" [label="(1, 197, 3072)", style=solid]; +"388 dropout_11" -> "389 dropout_11_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"389 dropout_11_0_0_nncf_smooth_quant_0" -> "390 quantize_per_tensor_default_24" [label="(1, 197, 3072)", style=solid]; +"390 quantize_per_tensor_default_24" -> "391 dequantize_per_tensor_default_24" [label="(1, 197, 3072)", style=solid]; +"391 dequantize_per_tensor_default_24" -> "397 linear_15" [label="(1, 197, 3072)", style=solid]; +"392 scale_updated_constant16" -> "394 mul_tensor_16" [label="(768, 1)", style=solid]; +"393 compressed_weight_updated_constant16" -> "394 mul_tensor_16" [label="(768, 3072)", style=solid]; +"394 mul_tensor_16" -> "396 sub_tensor_16" [label="(768, 3072)", style=solid]; +"395 zero_point_updated_constant16" -> "396 sub_tensor_16" [label="(768, 1)", style=solid]; +"396 sub_tensor_16" -> "397 linear_15" [label="(768, 3072)", style=solid]; +"397 linear_15" -> "398 dropout_12" [label="(1, 197, 768)", style=solid]; +"398 dropout_12" -> "399 add_8" [label="(1, 197, 768)", style=solid]; +"399 add_8" -> "400 layer_norm_8" [label="(1, 197, 768)", style=solid]; +"399 add_8" -> "447 add_9" [label="(1, 197, 768)", style=solid]; +"400 layer_norm_8" -> "401 transpose_24" [label="(1, 197, 768)", style=solid]; +"401 transpose_24" -> "402 transpose_24_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"402 transpose_24_0_0_nncf_smooth_quant_0" -> "403 quantize_per_tensor_default_25" [label="(197, 1, 768)", style=solid]; +"403 quantize_per_tensor_default_25" -> "404 dequantize_per_tensor_default_25" [label="(197, 1, 768)", style=solid]; +"404 dequantize_per_tensor_default_25" -> "410 linear_16" [label="(197, 1, 768)", style=solid]; +"405 scale_updated_constant17" -> "407 mul_tensor_17" [label="(2304, 1)", style=solid]; +"406 compressed_weight_updated_constant17" -> "407 mul_tensor_17" [label="(2304, 768)", style=solid]; +"407 mul_tensor_17" -> "409 sub_tensor_17" [label="(2304, 768)", style=solid]; +"408 zero_point_updated_constant17" -> "409 sub_tensor_17" [label="(2304, 1)", style=solid]; +"409 sub_tensor_17" -> "410 linear_16" [label="(2304, 768)", style=solid]; +"410 linear_16" -> "411 unflatten_4" [label="(197, 1, 2304)", style=solid]; +"411 unflatten_4" -> "412 unsqueeze_4" [label="(197, 1, 3, 768)", style=solid]; +"412 unsqueeze_4" -> "413 transpose_25" [label="(1, 197, 1, 3, 768)", style=solid]; +"413 transpose_25" -> "414 squeeze_4" [label="(3, 197, 1, 1, 768)", style=solid]; +"414 squeeze_4" -> "415 contiguous_4" [label="(3, 197, 1, 768)", style=solid]; +"415 contiguous_4" -> "416 quantize_per_tensor_default_26" [label="(3, 197, 1, 768)", style=solid]; +"415 contiguous_4" -> "419 quantize_per_tensor_default_27" [label="(3, 197, 1, 768)", style=solid]; +"415 contiguous_4" -> "422 select_14" [label="(3, 197, 1, 768)", style=solid]; +"416 quantize_per_tensor_default_26" -> "417 dequantize_per_tensor_default_26" [label="(3, 197, 1, 768)", style=solid]; +"417 dequantize_per_tensor_default_26" -> "418 select_12" [label="(3, 197, 1, 768)", style=solid]; +"418 select_12" -> "423 view_32" [label="(197, 1, 768)", style=solid]; +"419 quantize_per_tensor_default_27" -> "420 dequantize_per_tensor_default_27" [label="(3, 197, 1, 768)", style=solid]; +"420 dequantize_per_tensor_default_27" -> "421 select_13" [label="(3, 197, 1, 768)", style=solid]; +"421 select_13" -> "425 view_33" [label="(197, 1, 768)", style=solid]; +"422 select_14" -> "427 view_34" [label="(197, 1, 768)", style=solid]; +"423 view_32" -> "424 transpose_26" [label="(197, 12, 64)", style=solid]; +"424 transpose_26" -> "429 view_35" [label="(12, 197, 64)", style=solid]; +"425 view_33" -> "426 transpose_27" [label="(197, 12, 64)", style=solid]; +"426 transpose_27" -> "430 view_36" [label="(12, 197, 64)", style=solid]; +"427 view_34" -> "428 transpose_28" [label="(197, 12, 64)", style=solid]; +"428 transpose_28" -> "431 view_37" [label="(12, 197, 64)", style=solid]; +"429 view_35" -> "432 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; +"430 view_36" -> "432 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; +"431 view_37" -> "432 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; +"432 scaled_dot_product_attention_4" -> "433 permute_5" [label="(1, 12, 197, 64)", style=solid]; +"433 permute_5" -> "434 view_38" [label="(197, 1, 12, 64)", style=solid]; +"434 view_38" -> "435 view_38_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"435 view_38_0_0_nncf_smooth_quant_0" -> "436 quantize_per_tensor_default_28" [label="(197, 768)", style=solid]; +"436 quantize_per_tensor_default_28" -> "437 dequantize_per_tensor_default_28" [label="(197, 768)", style=solid]; +"437 dequantize_per_tensor_default_28" -> "443 linear_17" [label="(197, 768)", style=solid]; +"438 scale_updated_constant18" -> "440 mul_tensor_18" [label="(768, 1)", style=solid]; +"439 compressed_weight_updated_constant18" -> "440 mul_tensor_18" [label="(768, 768)", style=solid]; +"440 mul_tensor_18" -> "442 sub_tensor_18" [label="(768, 768)", style=solid]; +"441 zero_point_updated_constant18" -> "442 sub_tensor_18" [label="(768, 1)", style=solid]; +"442 sub_tensor_18" -> "443 linear_17" [label="(768, 768)", style=solid]; +"443 linear_17" -> "444 view_39" [label="(197, 768)", style=solid]; +"444 view_39" -> "445 transpose_29" [label="(197, 1, 768)", style=solid]; +"445 transpose_29" -> "446 dropout_13" [label="(1, 197, 768)", style=solid]; +"446 dropout_13" -> "447 add_9" [label="(1, 197, 768)", style=solid]; +"447 add_9" -> "448 layer_norm_9" [label="(1, 197, 768)", style=solid]; +"447 add_9" -> "470 add_10" [label="(1, 197, 768)", style=solid]; +"448 layer_norm_9" -> "449 layer_norm_9_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"449 layer_norm_9_0_0_nncf_smooth_quant_0" -> "450 quantize_per_tensor_default_29" [label="(1, 197, 768)", style=solid]; +"450 quantize_per_tensor_default_29" -> "451 dequantize_per_tensor_default_29" [label="(1, 197, 768)", style=solid]; +"451 dequantize_per_tensor_default_29" -> "457 linear_18" [label="(1, 197, 768)", style=solid]; +"452 scale_updated_constant19" -> "454 mul_tensor_19" [label="(3072, 1)", style=solid]; +"453 compressed_weight_updated_constant19" -> "454 mul_tensor_19" [label="(3072, 768)", style=solid]; +"454 mul_tensor_19" -> "456 sub_tensor_19" [label="(3072, 768)", style=solid]; +"455 zero_point_updated_constant19" -> "456 sub_tensor_19" [label="(3072, 1)", style=solid]; +"456 sub_tensor_19" -> "457 linear_18" [label="(3072, 768)", style=solid]; +"457 linear_18" -> "458 gelu_4" [label="(1, 197, 3072)", style=solid]; +"458 gelu_4" -> "459 dropout_14" [label="(1, 197, 3072)", style=solid]; +"459 dropout_14" -> "460 dropout_14_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"460 dropout_14_0_0_nncf_smooth_quant_0" -> "461 quantize_per_tensor_default_30" [label="(1, 197, 3072)", style=solid]; +"461 quantize_per_tensor_default_30" -> "462 dequantize_per_tensor_default_30" [label="(1, 197, 3072)", style=solid]; +"462 dequantize_per_tensor_default_30" -> "468 linear_19" [label="(1, 197, 3072)", style=solid]; +"463 scale_updated_constant20" -> "465 mul_tensor_20" [label="(768, 1)", style=solid]; +"464 compressed_weight_updated_constant20" -> "465 mul_tensor_20" [label="(768, 3072)", style=solid]; +"465 mul_tensor_20" -> "467 sub_tensor_20" [label="(768, 3072)", style=solid]; +"466 zero_point_updated_constant20" -> "467 sub_tensor_20" [label="(768, 1)", style=solid]; +"467 sub_tensor_20" -> "468 linear_19" [label="(768, 3072)", style=solid]; +"468 linear_19" -> "469 dropout_15" [label="(1, 197, 768)", style=solid]; +"469 dropout_15" -> "470 add_10" [label="(1, 197, 768)", style=solid]; +"470 add_10" -> "471 layer_norm_10" [label="(1, 197, 768)", style=solid]; +"470 add_10" -> "518 add_11" [label="(1, 197, 768)", style=solid]; +"471 layer_norm_10" -> "472 transpose_30" [label="(1, 197, 768)", style=solid]; +"472 transpose_30" -> "473 transpose_30_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"473 transpose_30_0_0_nncf_smooth_quant_0" -> "474 quantize_per_tensor_default_31" [label="(197, 1, 768)", style=solid]; +"474 quantize_per_tensor_default_31" -> "475 dequantize_per_tensor_default_31" [label="(197, 1, 768)", style=solid]; +"475 dequantize_per_tensor_default_31" -> "481 linear_20" [label="(197, 1, 768)", style=solid]; +"476 scale_updated_constant21" -> "478 mul_tensor_21" [label="(2304, 1)", style=solid]; +"477 compressed_weight_updated_constant21" -> "478 mul_tensor_21" [label="(2304, 768)", style=solid]; +"478 mul_tensor_21" -> "480 sub_tensor_21" [label="(2304, 768)", style=solid]; +"479 zero_point_updated_constant21" -> "480 sub_tensor_21" [label="(2304, 1)", style=solid]; +"480 sub_tensor_21" -> "481 linear_20" [label="(2304, 768)", style=solid]; +"481 linear_20" -> "482 unflatten_5" [label="(197, 1, 2304)", style=solid]; +"482 unflatten_5" -> "483 unsqueeze_5" [label="(197, 1, 3, 768)", style=solid]; +"483 unsqueeze_5" -> "484 transpose_31" [label="(1, 197, 1, 3, 768)", style=solid]; +"484 transpose_31" -> "485 squeeze_5" [label="(3, 197, 1, 1, 768)", style=solid]; +"485 squeeze_5" -> "486 contiguous_5" [label="(3, 197, 1, 768)", style=solid]; +"486 contiguous_5" -> "487 quantize_per_tensor_default_32" [label="(3, 197, 1, 768)", style=solid]; +"486 contiguous_5" -> "490 quantize_per_tensor_default_33" [label="(3, 197, 1, 768)", style=solid]; +"486 contiguous_5" -> "493 select_17" [label="(3, 197, 1, 768)", style=solid]; +"487 quantize_per_tensor_default_32" -> "488 dequantize_per_tensor_default_32" [label="(3, 197, 1, 768)", style=solid]; +"488 dequantize_per_tensor_default_32" -> "489 select_15" [label="(3, 197, 1, 768)", style=solid]; +"489 select_15" -> "494 view_40" [label="(197, 1, 768)", style=solid]; +"490 quantize_per_tensor_default_33" -> "491 dequantize_per_tensor_default_33" [label="(3, 197, 1, 768)", style=solid]; +"491 dequantize_per_tensor_default_33" -> "492 select_16" [label="(3, 197, 1, 768)", style=solid]; +"492 select_16" -> "496 view_41" [label="(197, 1, 768)", style=solid]; +"493 select_17" -> "498 view_42" [label="(197, 1, 768)", style=solid]; +"494 view_40" -> "495 transpose_32" [label="(197, 12, 64)", style=solid]; +"495 transpose_32" -> "500 view_43" [label="(12, 197, 64)", style=solid]; +"496 view_41" -> "497 transpose_33" [label="(197, 12, 64)", style=solid]; +"497 transpose_33" -> "501 view_44" [label="(12, 197, 64)", style=solid]; +"498 view_42" -> "499 transpose_34" [label="(197, 12, 64)", style=solid]; +"499 transpose_34" -> "502 view_45" [label="(12, 197, 64)", style=solid]; +"500 view_43" -> "503 scaled_dot_product_attention_5" [label="(1, 12, 197, 64)", style=solid]; +"501 view_44" -> "503 scaled_dot_product_attention_5" [label="(1, 12, 197, 64)", style=solid]; +"502 view_45" -> "503 scaled_dot_product_attention_5" [label="(1, 12, 197, 64)", style=solid]; +"503 scaled_dot_product_attention_5" -> "504 permute_6" [label="(1, 12, 197, 64)", style=solid]; +"504 permute_6" -> "505 view_46" [label="(197, 1, 12, 64)", style=solid]; +"505 view_46" -> "506 view_46_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"506 view_46_0_0_nncf_smooth_quant_0" -> "507 quantize_per_tensor_default_34" [label="(197, 768)", style=solid]; +"507 quantize_per_tensor_default_34" -> "508 dequantize_per_tensor_default_34" [label="(197, 768)", style=solid]; +"508 dequantize_per_tensor_default_34" -> "514 linear_21" [label="(197, 768)", style=solid]; +"509 scale_updated_constant22" -> "511 mul_tensor_22" [label="(768, 1)", style=solid]; +"510 compressed_weight_updated_constant22" -> "511 mul_tensor_22" [label="(768, 768)", style=solid]; +"511 mul_tensor_22" -> "513 sub_tensor_22" [label="(768, 768)", style=solid]; +"512 zero_point_updated_constant22" -> "513 sub_tensor_22" [label="(768, 1)", style=solid]; +"513 sub_tensor_22" -> "514 linear_21" [label="(768, 768)", style=solid]; +"514 linear_21" -> "515 view_47" [label="(197, 768)", style=solid]; +"515 view_47" -> "516 transpose_35" [label="(197, 1, 768)", style=solid]; +"516 transpose_35" -> "517 dropout_16" [label="(1, 197, 768)", style=solid]; +"517 dropout_16" -> "518 add_11" [label="(1, 197, 768)", style=solid]; +"518 add_11" -> "519 layer_norm_11" [label="(1, 197, 768)", style=solid]; +"518 add_11" -> "541 add_12" [label="(1, 197, 768)", style=solid]; +"519 layer_norm_11" -> "520 layer_norm_11_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"520 layer_norm_11_0_0_nncf_smooth_quant_0" -> "521 quantize_per_tensor_default_35" [label="(1, 197, 768)", style=solid]; +"521 quantize_per_tensor_default_35" -> "522 dequantize_per_tensor_default_35" [label="(1, 197, 768)", style=solid]; +"522 dequantize_per_tensor_default_35" -> "528 linear_22" [label="(1, 197, 768)", style=solid]; +"523 scale_updated_constant23" -> "525 mul_tensor_23" [label="(3072, 1)", style=solid]; +"524 compressed_weight_updated_constant23" -> "525 mul_tensor_23" [label="(3072, 768)", style=solid]; 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[label="(768, 3072)", style=solid]; +"536 mul_tensor_24" -> "538 sub_tensor_24" [label="(768, 3072)", style=solid]; +"537 zero_point_updated_constant24" -> "538 sub_tensor_24" [label="(768, 1)", style=solid]; +"538 sub_tensor_24" -> "539 linear_23" [label="(768, 3072)", style=solid]; +"539 linear_23" -> "540 dropout_18" [label="(1, 197, 768)", style=solid]; +"540 dropout_18" -> "541 add_12" [label="(1, 197, 768)", style=solid]; +"541 add_12" -> "542 layer_norm_12" [label="(1, 197, 768)", style=solid]; +"541 add_12" -> "589 add_13" [label="(1, 197, 768)", style=solid]; +"542 layer_norm_12" -> "543 transpose_36" [label="(1, 197, 768)", style=solid]; +"543 transpose_36" -> "544 transpose_36_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"544 transpose_36_0_0_nncf_smooth_quant_0" -> "545 quantize_per_tensor_default_37" [label="(197, 1, 768)", style=solid]; +"545 quantize_per_tensor_default_37" -> "546 dequantize_per_tensor_default_37" [label="(197, 1, 768)", style=solid]; 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quantize_per_tensor_default_38" [label="(3, 197, 1, 768)", style=solid]; +"557 contiguous_6" -> "561 quantize_per_tensor_default_39" [label="(3, 197, 1, 768)", style=solid]; +"557 contiguous_6" -> "564 select_20" [label="(3, 197, 1, 768)", style=solid]; +"558 quantize_per_tensor_default_38" -> "559 dequantize_per_tensor_default_38" [label="(3, 197, 1, 768)", style=solid]; +"559 dequantize_per_tensor_default_38" -> "560 select_18" [label="(3, 197, 1, 768)", style=solid]; +"560 select_18" -> "565 view_48" [label="(197, 1, 768)", style=solid]; +"561 quantize_per_tensor_default_39" -> "562 dequantize_per_tensor_default_39" [label="(3, 197, 1, 768)", style=solid]; +"562 dequantize_per_tensor_default_39" -> "563 select_19" [label="(3, 197, 1, 768)", style=solid]; +"563 select_19" -> "567 view_49" [label="(197, 1, 768)", style=solid]; +"564 select_20" -> "569 view_50" [label="(197, 1, 768)", style=solid]; +"565 view_48" -> "566 transpose_38" [label="(197, 12, 64)", style=solid]; +"566 transpose_38" -> "571 view_51" [label="(12, 197, 64)", style=solid]; +"567 view_49" -> "568 transpose_39" [label="(197, 12, 64)", style=solid]; +"568 transpose_39" -> "572 view_52" [label="(12, 197, 64)", style=solid]; +"569 view_50" -> "570 transpose_40" [label="(197, 12, 64)", style=solid]; +"570 transpose_40" -> "573 view_53" [label="(12, 197, 64)", style=solid]; +"571 view_51" -> "574 scaled_dot_product_attention_6" [label="(1, 12, 197, 64)", style=solid]; +"572 view_52" -> "574 scaled_dot_product_attention_6" [label="(1, 12, 197, 64)", style=solid]; +"573 view_53" -> "574 scaled_dot_product_attention_6" [label="(1, 12, 197, 64)", style=solid]; +"574 scaled_dot_product_attention_6" -> "575 permute_7" [label="(1, 12, 197, 64)", style=solid]; +"575 permute_7" -> "576 view_54" [label="(197, 1, 12, 64)", style=solid]; +"576 view_54" -> "577 view_54_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"577 view_54_0_0_nncf_smooth_quant_0" -> "578 quantize_per_tensor_default_40" [label="(197, 768)", style=solid]; +"578 quantize_per_tensor_default_40" -> "579 dequantize_per_tensor_default_40" [label="(197, 768)", style=solid]; +"579 dequantize_per_tensor_default_40" -> "585 linear_25" [label="(197, 768)", style=solid]; +"580 scale_updated_constant26" -> "582 mul_tensor_26" [label="(768, 1)", style=solid]; +"581 compressed_weight_updated_constant26" -> "582 mul_tensor_26" [label="(768, 768)", style=solid]; +"582 mul_tensor_26" -> "584 sub_tensor_26" [label="(768, 768)", style=solid]; +"583 zero_point_updated_constant26" -> "584 sub_tensor_26" [label="(768, 1)", style=solid]; +"584 sub_tensor_26" -> "585 linear_25" [label="(768, 768)", style=solid]; +"585 linear_25" -> "586 view_55" [label="(197, 768)", style=solid]; +"586 view_55" -> "587 transpose_41" [label="(197, 1, 768)", style=solid]; +"587 transpose_41" -> "588 dropout_19" [label="(1, 197, 768)", style=solid]; +"588 dropout_19" -> "589 add_13" [label="(1, 197, 768)", style=solid]; +"589 add_13" -> "590 layer_norm_13" [label="(1, 197, 768)", style=solid]; +"589 add_13" -> "612 add_14" [label="(1, 197, 768)", style=solid]; +"590 layer_norm_13" -> "591 layer_norm_13_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"591 layer_norm_13_0_0_nncf_smooth_quant_0" -> "592 quantize_per_tensor_default_41" [label="(1, 197, 768)", style=solid]; +"592 quantize_per_tensor_default_41" -> "593 dequantize_per_tensor_default_41" [label="(1, 197, 768)", style=solid]; +"593 dequantize_per_tensor_default_41" -> "599 linear_26" [label="(1, 197, 768)", style=solid]; +"594 scale_updated_constant27" -> "596 mul_tensor_27" [label="(3072, 1)", style=solid]; +"595 compressed_weight_updated_constant27" -> "596 mul_tensor_27" [label="(3072, 768)", style=solid]; +"596 mul_tensor_27" -> "598 sub_tensor_27" [label="(3072, 768)", style=solid]; +"597 zero_point_updated_constant27" -> "598 sub_tensor_27" [label="(3072, 1)", style=solid]; +"598 sub_tensor_27" -> "599 linear_26" [label="(3072, 768)", style=solid]; +"599 linear_26" -> "600 gelu_6" [label="(1, 197, 3072)", style=solid]; +"600 gelu_6" -> "601 dropout_20" [label="(1, 197, 3072)", style=solid]; +"601 dropout_20" -> "602 dropout_20_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"602 dropout_20_0_0_nncf_smooth_quant_0" -> "603 quantize_per_tensor_default_42" [label="(1, 197, 3072)", style=solid]; +"603 quantize_per_tensor_default_42" -> "604 dequantize_per_tensor_default_42" [label="(1, 197, 3072)", style=solid]; +"604 dequantize_per_tensor_default_42" -> "610 linear_27" [label="(1, 197, 3072)", style=solid]; +"605 scale_updated_constant28" -> "607 mul_tensor_28" [label="(768, 1)", style=solid]; +"606 compressed_weight_updated_constant28" -> "607 mul_tensor_28" [label="(768, 3072)", style=solid]; +"607 mul_tensor_28" -> "609 sub_tensor_28" [label="(768, 3072)", style=solid]; +"608 zero_point_updated_constant28" -> "609 sub_tensor_28" [label="(768, 1)", style=solid]; +"609 sub_tensor_28" -> "610 linear_27" [label="(768, 3072)", style=solid]; +"610 linear_27" -> "611 dropout_21" [label="(1, 197, 768)", style=solid]; +"611 dropout_21" -> "612 add_14" [label="(1, 197, 768)", style=solid]; +"612 add_14" -> "613 layer_norm_14" [label="(1, 197, 768)", style=solid]; +"612 add_14" -> "660 add_15" [label="(1, 197, 768)", style=solid]; +"613 layer_norm_14" -> "614 transpose_42" [label="(1, 197, 768)", style=solid]; +"614 transpose_42" -> "615 transpose_42_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"615 transpose_42_0_0_nncf_smooth_quant_0" -> "616 quantize_per_tensor_default_43" [label="(197, 1, 768)", style=solid]; +"616 quantize_per_tensor_default_43" -> "617 dequantize_per_tensor_default_43" [label="(197, 1, 768)", style=solid]; +"617 dequantize_per_tensor_default_43" -> "623 linear_28" [label="(197, 1, 768)", style=solid]; +"618 scale_updated_constant29" -> "620 mul_tensor_29" [label="(2304, 1)", style=solid]; +"619 compressed_weight_updated_constant29" -> "620 mul_tensor_29" [label="(2304, 768)", style=solid]; +"620 mul_tensor_29" -> "622 sub_tensor_29" [label="(2304, 768)", style=solid]; +"621 zero_point_updated_constant29" -> "622 sub_tensor_29" [label="(2304, 1)", style=solid]; +"622 sub_tensor_29" -> "623 linear_28" [label="(2304, 768)", style=solid]; +"623 linear_28" -> "624 unflatten_7" [label="(197, 1, 2304)", style=solid]; +"624 unflatten_7" -> "625 unsqueeze_7" [label="(197, 1, 3, 768)", style=solid]; +"625 unsqueeze_7" -> "626 transpose_43" [label="(1, 197, 1, 3, 768)", style=solid]; +"626 transpose_43" -> "627 squeeze_7" [label="(3, 197, 1, 1, 768)", style=solid]; +"627 squeeze_7" -> "628 contiguous_7" [label="(3, 197, 1, 768)", style=solid]; +"628 contiguous_7" -> "629 quantize_per_tensor_default_44" [label="(3, 197, 1, 768)", style=solid]; +"628 contiguous_7" -> "632 quantize_per_tensor_default_45" [label="(3, 197, 1, 768)", style=solid]; +"628 contiguous_7" -> "635 select_23" [label="(3, 197, 1, 768)", style=solid]; +"629 quantize_per_tensor_default_44" -> "630 dequantize_per_tensor_default_44" [label="(3, 197, 1, 768)", style=solid]; +"630 dequantize_per_tensor_default_44" -> "631 select_21" [label="(3, 197, 1, 768)", style=solid]; +"631 select_21" -> "636 view_56" [label="(197, 1, 768)", style=solid]; +"632 quantize_per_tensor_default_45" -> "633 dequantize_per_tensor_default_45" [label="(3, 197, 1, 768)", style=solid]; +"633 dequantize_per_tensor_default_45" -> "634 select_22" [label="(3, 197, 1, 768)", style=solid]; +"634 select_22" -> "638 view_57" [label="(197, 1, 768)", style=solid]; +"635 select_23" -> "640 view_58" [label="(197, 1, 768)", style=solid]; +"636 view_56" -> "637 transpose_44" [label="(197, 12, 64)", style=solid]; +"637 transpose_44" -> "642 view_59" [label="(12, 197, 64)", style=solid]; +"638 view_57" -> "639 transpose_45" [label="(197, 12, 64)", style=solid]; +"639 transpose_45" -> "643 view_60" [label="(12, 197, 64)", style=solid]; +"640 view_58" -> "641 transpose_46" [label="(197, 12, 64)", style=solid]; +"641 transpose_46" -> "644 view_61" [label="(12, 197, 64)", style=solid]; +"642 view_59" -> "645 scaled_dot_product_attention_7" [label="(1, 12, 197, 64)", style=solid]; +"643 view_60" -> "645 scaled_dot_product_attention_7" [label="(1, 12, 197, 64)", style=solid]; +"644 view_61" -> "645 scaled_dot_product_attention_7" [label="(1, 12, 197, 64)", style=solid]; +"645 scaled_dot_product_attention_7" -> "646 permute_8" [label="(1, 12, 197, 64)", style=solid]; +"646 permute_8" -> "647 view_62" [label="(197, 1, 12, 64)", style=solid]; +"647 view_62" -> "648 view_62_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"648 view_62_0_0_nncf_smooth_quant_0" -> "649 quantize_per_tensor_default_46" [label="(197, 768)", style=solid]; +"649 quantize_per_tensor_default_46" -> "650 dequantize_per_tensor_default_46" [label="(197, 768)", style=solid]; +"650 dequantize_per_tensor_default_46" -> "656 linear_29" [label="(197, 768)", style=solid]; +"651 scale_updated_constant30" -> "653 mul_tensor_30" [label="(768, 1)", style=solid]; +"652 compressed_weight_updated_constant30" -> "653 mul_tensor_30" [label="(768, 768)", style=solid]; +"653 mul_tensor_30" -> "655 sub_tensor_30" [label="(768, 768)", style=solid]; +"654 zero_point_updated_constant30" -> "655 sub_tensor_30" [label="(768, 1)", style=solid]; +"655 sub_tensor_30" -> "656 linear_29" [label="(768, 768)", style=solid]; +"656 linear_29" -> "657 view_63" [label="(197, 768)", style=solid]; +"657 view_63" -> "658 transpose_47" [label="(197, 1, 768)", style=solid]; +"658 transpose_47" -> "659 dropout_22" [label="(1, 197, 768)", style=solid]; +"659 dropout_22" -> "660 add_15" [label="(1, 197, 768)", style=solid]; +"660 add_15" -> "661 layer_norm_15" [label="(1, 197, 768)", style=solid]; +"660 add_15" -> "683 add_16" [label="(1, 197, 768)", style=solid]; +"661 layer_norm_15" -> "662 layer_norm_15_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"662 layer_norm_15_0_0_nncf_smooth_quant_0" -> "663 quantize_per_tensor_default_47" [label="(1, 197, 768)", style=solid]; +"663 quantize_per_tensor_default_47" -> "664 dequantize_per_tensor_default_47" [label="(1, 197, 768)", style=solid]; +"664 dequantize_per_tensor_default_47" -> "670 linear_30" [label="(1, 197, 768)", style=solid]; +"665 scale_updated_constant31" -> "667 mul_tensor_31" [label="(3072, 1)", style=solid]; +"666 compressed_weight_updated_constant31" -> "667 mul_tensor_31" [label="(3072, 768)", style=solid]; +"667 mul_tensor_31" -> "669 sub_tensor_31" [label="(3072, 768)", style=solid]; +"668 zero_point_updated_constant31" -> "669 sub_tensor_31" [label="(3072, 1)", style=solid]; +"669 sub_tensor_31" -> "670 linear_30" [label="(3072, 768)", style=solid]; +"670 linear_30" -> "671 gelu_7" [label="(1, 197, 3072)", style=solid]; +"671 gelu_7" -> "672 dropout_23" [label="(1, 197, 3072)", style=solid]; +"672 dropout_23" -> "673 dropout_23_0_0_nncf_smooth_quant_0" [label="(1, 197, 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768)", style=solid]; +"683 add_16" -> "731 add_17" [label="(1, 197, 768)", style=solid]; +"684 layer_norm_16" -> "685 transpose_48" [label="(1, 197, 768)", style=solid]; +"685 transpose_48" -> "686 transpose_48_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"686 transpose_48_0_0_nncf_smooth_quant_0" -> "687 quantize_per_tensor_default_49" [label="(197, 1, 768)", style=solid]; +"687 quantize_per_tensor_default_49" -> "688 dequantize_per_tensor_default_49" [label="(197, 1, 768)", style=solid]; +"688 dequantize_per_tensor_default_49" -> "694 linear_32" [label="(197, 1, 768)", style=solid]; +"689 scale_updated_constant33" -> "691 mul_tensor_33" [label="(2304, 1)", style=solid]; +"690 compressed_weight_updated_constant33" -> "691 mul_tensor_33" [label="(2304, 768)", style=solid]; +"691 mul_tensor_33" -> "693 sub_tensor_33" [label="(2304, 768)", style=solid]; +"692 zero_point_updated_constant33" -> "693 sub_tensor_33" [label="(2304, 1)", style=solid]; +"693 sub_tensor_33" -> 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[label="(197, 1, 768)", style=solid]; +"703 quantize_per_tensor_default_51" -> "704 dequantize_per_tensor_default_51" [label="(3, 197, 1, 768)", style=solid]; +"704 dequantize_per_tensor_default_51" -> "705 select_25" [label="(3, 197, 1, 768)", style=solid]; +"705 select_25" -> "709 view_65" [label="(197, 1, 768)", style=solid]; +"706 select_26" -> "711 view_66" [label="(197, 1, 768)", style=solid]; +"707 view_64" -> "708 transpose_50" [label="(197, 12, 64)", style=solid]; +"708 transpose_50" -> "713 view_67" [label="(12, 197, 64)", style=solid]; +"709 view_65" -> "710 transpose_51" [label="(197, 12, 64)", style=solid]; +"710 transpose_51" -> "714 view_68" [label="(12, 197, 64)", style=solid]; +"711 view_66" -> "712 transpose_52" [label="(197, 12, 64)", style=solid]; +"712 transpose_52" -> "715 view_69" [label="(12, 197, 64)", style=solid]; +"713 view_67" -> "716 scaled_dot_product_attention_8" [label="(1, 12, 197, 64)", style=solid]; +"714 view_68" -> "716 scaled_dot_product_attention_8" [label="(1, 12, 197, 64)", style=solid]; +"715 view_69" -> "716 scaled_dot_product_attention_8" [label="(1, 12, 197, 64)", style=solid]; +"716 scaled_dot_product_attention_8" -> "717 permute_9" [label="(1, 12, 197, 64)", style=solid]; +"717 permute_9" -> "718 view_70" [label="(197, 1, 12, 64)", style=solid]; +"718 view_70" -> "719 view_70_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"719 view_70_0_0_nncf_smooth_quant_0" -> "720 quantize_per_tensor_default_52" [label="(197, 768)", style=solid]; +"720 quantize_per_tensor_default_52" -> "721 dequantize_per_tensor_default_52" [label="(197, 768)", style=solid]; +"721 dequantize_per_tensor_default_52" -> "727 linear_33" [label="(197, 768)", style=solid]; +"722 scale_updated_constant34" -> "724 mul_tensor_34" [label="(768, 1)", style=solid]; +"723 compressed_weight_updated_constant34" -> "724 mul_tensor_34" [label="(768, 768)", style=solid]; +"724 mul_tensor_34" -> "726 sub_tensor_34" 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style=solid]; +"924 view_90" -> "925 transpose_70" [label="(197, 12, 64)", style=solid]; +"925 transpose_70" -> "928 view_93" [label="(12, 197, 64)", style=solid]; +"926 view_91" -> "929 scaled_dot_product_attention_11" [label="(1, 12, 197, 64)", style=solid]; +"927 view_92" -> "929 scaled_dot_product_attention_11" [label="(1, 12, 197, 64)", style=solid]; +"928 view_93" -> "929 scaled_dot_product_attention_11" [label="(1, 12, 197, 64)", style=solid]; +"929 scaled_dot_product_attention_11" -> "930 permute_12" [label="(1, 12, 197, 64)", style=solid]; +"930 permute_12" -> "931 view_94" [label="(197, 1, 12, 64)", style=solid]; +"931 view_94" -> "932 view_94_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"932 view_94_0_0_nncf_smooth_quant_0" -> "933 quantize_per_tensor_default_70" [label="(197, 768)", style=solid]; +"933 quantize_per_tensor_default_70" -> "934 dequantize_per_tensor_default_70" [label="(197, 768)", style=solid]; +"934 dequantize_per_tensor_default_70" -> "940 linear_45" [label="(197, 768)", style=solid]; +"935 scale_updated_constant46" -> "937 mul_tensor_46" [label="(768, 1)", style=solid]; +"936 compressed_weight_updated_constant46" -> "937 mul_tensor_46" [label="(768, 768)", style=solid]; +"937 mul_tensor_46" -> "939 sub_tensor_46" [label="(768, 768)", style=solid]; +"938 zero_point_updated_constant46" -> "939 sub_tensor_46" [label="(768, 1)", style=solid]; +"939 sub_tensor_46" -> "940 linear_45" [label="(768, 768)", style=solid]; +"940 linear_45" -> "941 view_95" [label="(197, 768)", style=solid]; +"941 view_95" -> "942 transpose_71" [label="(197, 1, 768)", style=solid]; +"942 transpose_71" -> "943 dropout_34" [label="(1, 197, 768)", style=solid]; +"943 dropout_34" -> "944 add_23" [label="(1, 197, 768)", style=solid]; +"944 add_23" -> "945 layer_norm_23" [label="(1, 197, 768)", style=solid]; +"944 add_23" -> "967 add_24" [label="(1, 197, 768)", style=solid]; +"945 layer_norm_23" -> "946 layer_norm_23_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"946 layer_norm_23_0_0_nncf_smooth_quant_0" -> "947 quantize_per_tensor_default_71" [label="(1, 197, 768)", style=solid]; +"947 quantize_per_tensor_default_71" -> "948 dequantize_per_tensor_default_71" [label="(1, 197, 768)", style=solid]; +"948 dequantize_per_tensor_default_71" -> "954 linear_46" [label="(1, 197, 768)", style=solid]; +"949 scale_updated_constant47" -> "951 mul_tensor_47" [label="(3072, 1)", style=solid]; +"950 compressed_weight_updated_constant47" -> "951 mul_tensor_47" [label="(3072, 768)", style=solid]; +"951 mul_tensor_47" -> "953 sub_tensor_47" [label="(3072, 768)", style=solid]; +"952 zero_point_updated_constant47" -> "953 sub_tensor_47" [label="(3072, 1)", style=solid]; +"953 sub_tensor_47" -> "954 linear_46" [label="(3072, 768)", style=solid]; +"954 linear_46" -> "955 gelu_11" [label="(1, 197, 3072)", style=solid]; +"955 gelu_11" -> "956 dropout_35" [label="(1, 197, 3072)", style=solid]; +"956 dropout_35" -> "957 dropout_35_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"957 dropout_35_0_0_nncf_smooth_quant_0" -> "958 quantize_per_tensor_default_72" [label="(1, 197, 3072)", style=solid]; +"958 quantize_per_tensor_default_72" -> "959 dequantize_per_tensor_default_72" [label="(1, 197, 3072)", style=solid]; +"959 dequantize_per_tensor_default_72" -> "965 linear_47" [label="(1, 197, 3072)", style=solid]; +"960 scale_updated_constant48" -> "962 mul_tensor_48" [label="(768, 1)", style=solid]; +"961 compressed_weight_updated_constant48" -> "962 mul_tensor_48" [label="(768, 3072)", style=solid]; +"962 mul_tensor_48" -> "964 sub_tensor_48" [label="(768, 3072)", style=solid]; +"963 zero_point_updated_constant48" -> "964 sub_tensor_48" [label="(768, 1)", style=solid]; +"964 sub_tensor_48" -> "965 linear_47" [label="(768, 3072)", style=solid]; +"965 linear_47" -> "966 dropout_36" [label="(1, 197, 768)", style=solid]; +"966 dropout_36" -> "967 add_24" [label="(1, 197, 768)", style=solid]; +"967 add_24" -> "968 layer_norm_24" [label="(1, 197, 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" -> "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" -> "979 linear_48" [label="(1, 768)", style=solid]; +"974 scale_updated_constant49" -> "976 mul_tensor_49" [label="(1000, 1)", style=solid]; +"975 compressed_weight_updated_constant49" -> "976 mul_tensor_49" [label="(1000, 768)", style=solid]; +"976 mul_tensor_49" -> "978 sub_tensor_49" [label="(1000, 768)", style=solid]; +"977 zero_point_updated_constant49" -> "978 sub_tensor_49" [label="(1000, 1)", style=solid]; +"978 sub_tensor_49" -> "979 linear_48" [label="(1000, 768)", style=solid]; +"979 linear_48" -> "980 output" [label="(1, 1000)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/yolo11n_sdpa_block.dot b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/yolo11n_sdpa_block.dot new file mode 100644 index 00000000000..c349bc361b7 --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/yolo11n_sdpa_block.dot @@ -0,0 +1,63 @@ +strict digraph { +"0 x" [id=0, type=input]; +"1 x_0_0_nncf_smooth_quant_0" [id=1, type=call_module]; +"2 quantize_per_tensor_default" [id=2, type=quantize_per_tensor]; +"3 dequantize_per_tensor_default" [id=3, type=dequantize_per_tensor]; +"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]; +"7 zero_point_updated_constant0" [id=7, type=get_attr]; +"8 sub_tensor" [id=8, type=sub]; +"9 linear" [id=9, type=linear]; +"10 quantize_per_tensor_default_1" [id=10, type=quantize_per_tensor]; +"11 dequantize_per_tensor_default_1" [id=11, type=dequantize_per_tensor]; +"12 slice_1" [id=12, type=slice]; +"13 slice_2" [id=13, type=slice]; +"14 slice_3" [id=14, type=slice]; +"15 quantize_per_tensor_default_2" [id=15, type=quantize_per_tensor]; +"16 dequantize_per_tensor_default_2" [id=16, type=dequantize_per_tensor]; +"17 slice_4" [id=17, type=slice]; +"18 slice_5" [id=18, type=slice]; +"19 slice_6" [id=19, type=slice]; +"20 slice_7" [id=20, type=slice]; +"21 slice_8" [id=21, type=slice]; +"22 slice_9" [id=22, type=slice]; +"23 transpose" [id=23, type=transpose]; +"24 matmul" [id=24, type=matmul]; +"25 div_" [id=25, type=div_]; +"26 softmax" [id=26, type=softmax]; +"27 transpose_1" [id=27, type=transpose]; +"28 matmul_1" [id=28, type=matmul]; +"29 output" [id=29, type=output]; +"0 x" -> "1 x_0_0_nncf_smooth_quant_0" [label="(1, 2, 4)", style=solid]; +"1 x_0_0_nncf_smooth_quant_0" -> "2 quantize_per_tensor_default" [label="(1, 2, 4)", style=solid]; +"2 quantize_per_tensor_default" -> "3 dequantize_per_tensor_default" [label="(1, 2, 4)", style=solid]; +"3 dequantize_per_tensor_default" -> "9 linear" [label="(1, 2, 4)", style=solid]; +"4 scale_updated_constant0" -> "6 mul_tensor" [label="(12, 1)", style=solid]; +"5 compressed_weight_updated_constant0" -> "6 mul_tensor" [label="(12, 4)", style=solid]; +"6 mul_tensor" -> "8 sub_tensor" [label="(12, 4)", style=solid]; +"7 zero_point_updated_constant0" -> "8 sub_tensor" [label="(12, 1)", style=solid]; +"8 sub_tensor" -> "9 linear" [label="(12, 4)", style=solid]; +"9 linear" -> "10 quantize_per_tensor_default_1" [label="(1, 2, 12)", style=solid]; +"9 linear" -> "15 quantize_per_tensor_default_2" [label="(1, 2, 12)", style=solid]; +"9 linear" -> "20 slice_7" [label="(1, 2, 12)", style=solid]; +"10 quantize_per_tensor_default_1" -> "11 dequantize_per_tensor_default_1" [label="(1, 2, 12)", style=solid]; +"11 dequantize_per_tensor_default_1" -> "12 slice_1" [label="(1, 2, 12)", style=solid]; +"12 slice_1" -> "13 slice_2" [label="(1, 2, 12)", style=solid]; +"13 slice_2" -> "14 slice_3" [label="(1, 2, 12)", style=solid]; +"14 slice_3" -> "24 matmul" [label="(1, 2, 4)", style=solid]; +"15 quantize_per_tensor_default_2" -> "16 dequantize_per_tensor_default_2" [label="(1, 2, 12)", style=solid]; +"16 dequantize_per_tensor_default_2" -> "17 slice_4" [label="(1, 2, 12)", style=solid]; +"17 slice_4" -> "18 slice_5" [label="(1, 2, 12)", style=solid]; +"18 slice_5" -> "19 slice_6" [label="(1, 2, 12)", style=solid]; +"19 slice_6" -> "23 transpose" [label="(1, 2, 4)", style=solid]; +"20 slice_7" -> "21 slice_8" [label="(1, 2, 12)", style=solid]; +"21 slice_8" -> "22 slice_9" [label="(1, 2, 12)", style=solid]; +"22 slice_9" -> "28 matmul_1" [label="(1, 2, 4)", style=solid]; +"23 transpose" -> "24 matmul" [label="(1, 4, 2)", style=solid]; +"24 matmul" -> "25 div_" [label="(1, 2, 2)", style=solid]; +"25 div_" -> "26 softmax" [label="(1, 2, 2)", style=solid]; +"26 softmax" -> "27 transpose_1" [label="(1, 2, 2)", style=solid]; +"27 transpose_1" -> "28 matmul_1" [label="(1, 2, 2)", style=solid]; +"28 matmul_1" -> "29 output" [label="(1, 2, 4)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/mobilenet_v3_small.dot b/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/mobilenet_v3_small.dot new file mode 100644 index 00000000000..8ae7faa470d --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/mobilenet_v3_small.dot @@ -0,0 +1,1038 @@ +strict digraph { +"0 _scale_0" [id=0, type=get_attr]; +"1 _zero_point_0" [id=1, type=get_attr]; +"2 _frozen_param0" [id=2, type=get_attr]; +"3 dequantize_per_channel_default" [id=3, type=dequantize_per_channel]; +"4 _scale_1" [id=4, type=get_attr]; +"5 _zero_point_1" [id=5, type=get_attr]; +"6 _frozen_param1" [id=6, type=get_attr]; +"7 dequantize_per_channel_default_1" [id=7, type=dequantize_per_channel]; +"8 features_1_block_1_fc1_weight" [id=8, type=get_attr]; +"9 features_1_block_1_fc1_bias" [id=9, type=get_attr]; +"10 features_1_block_1_fc2_weight" [id=10, type=get_attr]; +"11 features_1_block_1_fc2_bias" [id=11, type=get_attr]; +"12 _scale_2" [id=12, type=get_attr]; +"13 _zero_point_2" [id=13, type=get_attr]; +"14 _frozen_param2" [id=14, type=get_attr]; +"15 dequantize_per_channel_default_2" [id=15, type=dequantize_per_channel]; +"16 _scale_3" [id=16, type=get_attr]; +"17 _zero_point_3" [id=17, type=get_attr]; +"18 _frozen_param3" [id=18, type=get_attr]; +"19 dequantize_per_channel_default_3" [id=19, type=dequantize_per_channel]; +"20 _scale_4" [id=20, type=get_attr]; +"21 _zero_point_4" [id=21, type=get_attr]; +"22 _frozen_param4" [id=22, type=get_attr]; +"23 dequantize_per_channel_default_4" [id=23, type=dequantize_per_channel]; +"24 _scale_5" [id=24, type=get_attr]; +"25 _zero_point_5" [id=25, type=get_attr]; +"26 _frozen_param5" [id=26, type=get_attr]; +"27 dequantize_per_channel_default_5" [id=27, type=dequantize_per_channel]; +"28 _scale_6" [id=28, type=get_attr]; +"29 _zero_point_6" [id=29, type=get_attr]; +"30 _frozen_param6" [id=30, type=get_attr]; +"31 dequantize_per_channel_default_6" [id=31, type=dequantize_per_channel]; +"32 _scale_7" [id=32, type=get_attr]; +"33 _zero_point_7" [id=33, type=get_attr]; +"34 _frozen_param7" [id=34, type=get_attr]; +"35 dequantize_per_channel_default_7" [id=35, type=dequantize_per_channel]; +"36 _scale_8" [id=36, type=get_attr]; +"37 _zero_point_8" [id=37, type=get_attr]; +"38 _frozen_param8" [id=38, type=get_attr]; +"39 dequantize_per_channel_default_8" [id=39, type=dequantize_per_channel]; +"40 _scale_9" [id=40, type=get_attr]; +"41 _zero_point_9" [id=41, type=get_attr]; +"42 _frozen_param9" [id=42, type=get_attr]; +"43 dequantize_per_channel_default_9" [id=43, type=dequantize_per_channel]; +"44 _scale_10" [id=44, type=get_attr]; +"45 _zero_point_10" [id=45, type=get_attr]; +"46 _frozen_param10" [id=46, type=get_attr]; +"47 dequantize_per_channel_default_10" [id=47, type=dequantize_per_channel]; +"48 features_4_block_2_fc1_weight" [id=48, type=get_attr]; +"49 features_4_block_2_fc1_bias" [id=49, type=get_attr]; +"50 features_4_block_2_fc2_weight" [id=50, type=get_attr]; +"51 features_4_block_2_fc2_bias" [id=51, type=get_attr]; +"52 _scale_11" [id=52, type=get_attr]; +"53 _zero_point_11" [id=53, type=get_attr]; +"54 _frozen_param11" [id=54, type=get_attr]; +"55 dequantize_per_channel_default_11" [id=55, type=dequantize_per_channel]; +"56 _scale_12" [id=56, type=get_attr]; +"57 _zero_point_12" [id=57, type=get_attr]; +"58 _frozen_param12" [id=58, type=get_attr]; +"59 dequantize_per_channel_default_12" [id=59, type=dequantize_per_channel]; +"60 _scale_13" [id=60, type=get_attr]; +"61 _zero_point_13" [id=61, type=get_attr]; +"62 _frozen_param13" [id=62, type=get_attr]; +"63 dequantize_per_channel_default_13" [id=63, type=dequantize_per_channel]; +"64 features_5_block_2_fc1_weight" [id=64, type=get_attr]; +"65 features_5_block_2_fc1_bias" [id=65, type=get_attr]; +"66 features_5_block_2_fc2_weight" [id=66, type=get_attr]; +"67 features_5_block_2_fc2_bias" [id=67, type=get_attr]; +"68 _scale_14" [id=68, type=get_attr]; +"69 _zero_point_14" [id=69, type=get_attr]; +"70 _frozen_param14" [id=70, type=get_attr]; +"71 dequantize_per_channel_default_14" [id=71, type=dequantize_per_channel]; +"72 _scale_15" [id=72, type=get_attr]; +"73 _zero_point_15" [id=73, type=get_attr]; +"74 _frozen_param15" [id=74, type=get_attr]; +"75 dequantize_per_channel_default_15" [id=75, type=dequantize_per_channel]; +"76 _scale_16" [id=76, type=get_attr]; +"77 _zero_point_16" [id=77, type=get_attr]; +"78 _frozen_param16" [id=78, type=get_attr]; +"79 dequantize_per_channel_default_16" [id=79, type=dequantize_per_channel]; +"80 features_6_block_2_fc1_weight" [id=80, type=get_attr]; +"81 features_6_block_2_fc1_bias" [id=81, type=get_attr]; +"82 features_6_block_2_fc2_weight" [id=82, type=get_attr]; +"83 features_6_block_2_fc2_bias" [id=83, type=get_attr]; +"84 _scale_17" [id=84, type=get_attr]; +"85 _zero_point_17" [id=85, type=get_attr]; +"86 _frozen_param17" [id=86, type=get_attr]; +"87 dequantize_per_channel_default_17" [id=87, type=dequantize_per_channel]; +"88 _scale_18" [id=88, type=get_attr]; +"89 _zero_point_18" [id=89, type=get_attr]; +"90 _frozen_param18" [id=90, type=get_attr]; +"91 dequantize_per_channel_default_18" [id=91, type=dequantize_per_channel]; +"92 _scale_19" [id=92, type=get_attr]; +"93 _zero_point_19" [id=93, type=get_attr]; +"94 _frozen_param19" [id=94, type=get_attr]; +"95 dequantize_per_channel_default_19" [id=95, type=dequantize_per_channel]; +"96 features_7_block_2_fc1_weight" [id=96, type=get_attr]; +"97 features_7_block_2_fc1_bias" [id=97, type=get_attr]; +"98 features_7_block_2_fc2_weight" [id=98, type=get_attr]; +"99 features_7_block_2_fc2_bias" [id=99, type=get_attr]; +"100 _scale_20" [id=100, type=get_attr]; +"101 _zero_point_20" [id=101, type=get_attr]; +"102 _frozen_param20" [id=102, type=get_attr]; +"103 dequantize_per_channel_default_20" [id=103, type=dequantize_per_channel]; +"104 _scale_21" [id=104, type=get_attr]; +"105 _zero_point_21" [id=105, type=get_attr]; +"106 _frozen_param21" [id=106, type=get_attr]; +"107 dequantize_per_channel_default_21" [id=107, type=dequantize_per_channel]; +"108 _scale_22" [id=108, type=get_attr]; +"109 _zero_point_22" [id=109, type=get_attr]; +"110 _frozen_param22" [id=110, type=get_attr]; +"111 dequantize_per_channel_default_22" [id=111, type=dequantize_per_channel]; +"112 features_8_block_2_fc1_weight" [id=112, type=get_attr]; +"113 features_8_block_2_fc1_bias" [id=113, type=get_attr]; +"114 features_8_block_2_fc2_weight" [id=114, type=get_attr]; +"115 features_8_block_2_fc2_bias" [id=115, type=get_attr]; +"116 _scale_23" [id=116, type=get_attr]; +"117 _zero_point_23" [id=117, type=get_attr]; +"118 _frozen_param23" [id=118, type=get_attr]; +"119 dequantize_per_channel_default_23" [id=119, type=dequantize_per_channel]; +"120 _scale_24" [id=120, type=get_attr]; +"121 _zero_point_24" [id=121, type=get_attr]; +"122 _frozen_param24" [id=122, type=get_attr]; +"123 dequantize_per_channel_default_24" [id=123, type=dequantize_per_channel]; +"124 _scale_25" [id=124, type=get_attr]; +"125 _zero_point_25" [id=125, type=get_attr]; +"126 _frozen_param25" [id=126, type=get_attr]; +"127 dequantize_per_channel_default_25" [id=127, type=dequantize_per_channel]; +"128 features_9_block_2_fc1_weight" [id=128, type=get_attr]; +"129 features_9_block_2_fc1_bias" [id=129, type=get_attr]; +"130 features_9_block_2_fc2_weight" [id=130, type=get_attr]; +"131 features_9_block_2_fc2_bias" [id=131, type=get_attr]; +"132 _scale_26" [id=132, type=get_attr]; +"133 _zero_point_26" [id=133, type=get_attr]; +"134 _frozen_param26" [id=134, 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quantize_per_tensor_default_3" [id=206, type=quantize_per_tensor]; +"207 dequantize_per_tensor_default_3" [id=207, type=dequantize_per_tensor]; +"208 features_1_block_2_0_weight_bias" [id=208, type=get_attr]; +"209 conv2d_4" [id=209, type=conv2d]; +"210 quantize_per_tensor_default_4" [id=210, type=quantize_per_tensor]; +"211 dequantize_per_tensor_default_4" [id=211, type=dequantize_per_tensor]; +"212 features_2_block_0_0_weight_bias" [id=212, type=get_attr]; +"213 conv2d_5" [id=213, type=conv2d]; +"214 relu__1" [id=214, type=relu_]; +"215 _2_scale_1" [id=215, type=get_attr]; +"216 _2_zero_point_1" [id=216, type=get_attr]; +"217 quantize_per_channel_default_37" [id=217, type=quantize_per_channel]; +"218 dequantize_per_channel_default_37" [id=218, type=dequantize_per_channel]; +"219 features_2_block_1_0_weight_bias" [id=219, type=get_attr]; +"220 conv2d_6" [id=220, type=conv2d]; +"221 relu__2" [id=221, type=relu_]; +"222 quantize_per_tensor_default_5" [id=222, type=quantize_per_tensor]; 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type=quantize_per_tensor]; +"240 dequantize_per_tensor_default_7" [id=240, type=dequantize_per_tensor]; +"241 features_3_block_2_0_weight_bias" [id=241, type=get_attr]; +"242 conv2d_10" [id=242, type=conv2d]; +"243 quantize_per_tensor_default_8" [id=243, type=quantize_per_tensor]; +"244 dequantize_per_tensor_default_8" [id=244, type=dequantize_per_tensor]; +"245 add_" [id=245, type=add_]; +"246 quantize_per_tensor_default_9" [id=246, type=quantize_per_tensor]; +"247 dequantize_per_tensor_default_9" [id=247, type=dequantize_per_tensor]; +"248 features_4_block_0_0_weight_bias" [id=248, type=get_attr]; +"249 conv2d_11" [id=249, type=conv2d]; +"250 hardswish__1" [id=250, type=hardswish_]; +"251 _2_scale_3" [id=251, type=get_attr]; +"252 _2_zero_point_3" [id=252, type=get_attr]; +"253 quantize_per_channel_default_39" [id=253, type=quantize_per_channel]; +"254 dequantize_per_channel_default_39" [id=254, type=dequantize_per_channel]; +"255 features_4_block_1_0_weight_bias" [id=255, type=get_attr]; +"256 conv2d_12" [id=256, type=conv2d]; +"257 hardswish__2" [id=257, type=hardswish_]; +"258 quantize_per_tensor_default_10" [id=258, type=quantize_per_tensor]; +"259 dequantize_per_tensor_default_10" [id=259, type=dequantize_per_tensor]; +"260 dequantize_per_tensor_default_53" [id=260, type=dequantize_per_tensor]; +"261 adaptive_avg_pool2d_1" [id=261, type=adaptive_avg_pool2d]; +"262 conv2d_13" [id=262, type=conv2d]; +"263 relu_1" [id=263, type=relu]; +"264 conv2d_14" [id=264, type=conv2d]; +"265 hardsigmoid_1" [id=265, type=hardsigmoid]; +"266 quantize_per_tensor_default_11" [id=266, type=quantize_per_tensor]; +"267 dequantize_per_tensor_default_11" [id=267, type=dequantize_per_tensor]; +"268 mul_1" [id=268, type=mul]; +"269 quantize_per_tensor_default_12" [id=269, type=quantize_per_tensor]; +"270 dequantize_per_tensor_default_12" [id=270, type=dequantize_per_tensor]; +"271 features_4_block_3_0_weight_bias" [id=271, type=get_attr]; +"272 conv2d_15" [id=272, type=conv2d]; +"273 quantize_per_tensor_default_13" [id=273, type=quantize_per_tensor]; +"274 dequantize_per_tensor_default_55" [id=274, type=dequantize_per_tensor]; +"275 dequantize_per_tensor_default_54" [id=275, type=dequantize_per_tensor]; +"276 features_5_block_0_0_weight_bias" [id=276, type=get_attr]; +"277 conv2d_16" [id=277, type=conv2d]; +"278 hardswish__3" [id=278, type=hardswish_]; +"279 _2_scale_4" [id=279, type=get_attr]; +"280 _2_zero_point_4" [id=280, type=get_attr]; +"281 quantize_per_channel_default_40" [id=281, type=quantize_per_channel]; +"282 dequantize_per_channel_default_40" [id=282, type=dequantize_per_channel]; +"283 features_5_block_1_0_weight_bias" [id=283, type=get_attr]; +"284 conv2d_17" [id=284, type=conv2d]; +"285 hardswish__4" [id=285, type=hardswish_]; +"286 quantize_per_tensor_default_14" [id=286, type=quantize_per_tensor]; +"287 dequantize_per_tensor_default_14" [id=287, type=dequantize_per_tensor]; +"288 dequantize_per_tensor_default_56" [id=288, type=dequantize_per_tensor]; +"289 adaptive_avg_pool2d_2" [id=289, type=adaptive_avg_pool2d]; +"290 conv2d_18" [id=290, type=conv2d]; +"291 relu_2" [id=291, type=relu]; +"292 conv2d_19" [id=292, type=conv2d]; +"293 hardsigmoid_2" [id=293, type=hardsigmoid]; +"294 quantize_per_tensor_default_15" [id=294, type=quantize_per_tensor]; +"295 dequantize_per_tensor_default_15" [id=295, type=dequantize_per_tensor]; +"296 mul_2" [id=296, type=mul]; +"297 quantize_per_tensor_default_16" [id=297, type=quantize_per_tensor]; +"298 dequantize_per_tensor_default_16" [id=298, type=dequantize_per_tensor]; +"299 features_5_block_3_0_weight_bias" [id=299, type=get_attr]; +"300 conv2d_20" [id=300, type=conv2d]; +"301 quantize_per_tensor_default_17" [id=301, type=quantize_per_tensor]; +"302 dequantize_per_tensor_default_17" [id=302, type=dequantize_per_tensor]; +"303 add__1" [id=303, type=add_]; +"304 quantize_per_tensor_default_18" [id=304, type=quantize_per_tensor]; +"305 dequantize_per_tensor_default_58" [id=305, type=dequantize_per_tensor]; +"306 dequantize_per_tensor_default_57" [id=306, type=dequantize_per_tensor]; +"307 features_6_block_0_0_weight_bias" [id=307, type=get_attr]; +"308 conv2d_21" [id=308, type=conv2d]; +"309 hardswish__5" [id=309, type=hardswish_]; +"310 _2_scale_5" [id=310, type=get_attr]; +"311 _2_zero_point_5" [id=311, type=get_attr]; +"312 quantize_per_channel_default_41" [id=312, type=quantize_per_channel]; +"313 dequantize_per_channel_default_41" [id=313, type=dequantize_per_channel]; +"314 features_6_block_1_0_weight_bias" [id=314, type=get_attr]; +"315 conv2d_22" [id=315, type=conv2d]; +"316 hardswish__6" [id=316, type=hardswish_]; +"317 quantize_per_tensor_default_19" [id=317, type=quantize_per_tensor]; +"318 dequantize_per_tensor_default_19" [id=318, type=dequantize_per_tensor]; +"319 dequantize_per_tensor_default_59" [id=319, type=dequantize_per_tensor]; +"320 adaptive_avg_pool2d_3" [id=320, type=adaptive_avg_pool2d]; +"321 conv2d_23" [id=321, type=conv2d]; +"322 relu_3" [id=322, type=relu]; +"323 conv2d_24" [id=323, type=conv2d]; +"324 hardsigmoid_3" [id=324, type=hardsigmoid]; +"325 quantize_per_tensor_default_20" [id=325, type=quantize_per_tensor]; +"326 dequantize_per_tensor_default_20" [id=326, type=dequantize_per_tensor]; +"327 mul_3" [id=327, type=mul]; +"328 quantize_per_tensor_default_21" [id=328, type=quantize_per_tensor]; +"329 dequantize_per_tensor_default_21" [id=329, type=dequantize_per_tensor]; +"330 features_6_block_3_0_weight_bias" [id=330, type=get_attr]; +"331 conv2d_25" [id=331, type=conv2d]; +"332 quantize_per_tensor_default_22" [id=332, type=quantize_per_tensor]; +"333 dequantize_per_tensor_default_22" [id=333, type=dequantize_per_tensor]; +"334 add__2" [id=334, type=add_]; +"335 quantize_per_tensor_default_23" [id=335, type=quantize_per_tensor]; +"336 dequantize_per_tensor_default_23" [id=336, type=dequantize_per_tensor]; +"337 features_7_block_0_0_weight_bias" [id=337, type=get_attr]; +"338 conv2d_26" [id=338, type=conv2d]; +"339 hardswish__7" [id=339, type=hardswish_]; +"340 _2_scale_6" [id=340, type=get_attr]; +"341 _2_zero_point_6" [id=341, type=get_attr]; +"342 quantize_per_channel_default_42" [id=342, type=quantize_per_channel]; +"343 dequantize_per_channel_default_42" [id=343, type=dequantize_per_channel]; +"344 features_7_block_1_0_weight_bias" [id=344, type=get_attr]; +"345 conv2d_27" [id=345, type=conv2d]; +"346 hardswish__8" [id=346, type=hardswish_]; +"347 quantize_per_tensor_default_24" [id=347, type=quantize_per_tensor]; +"348 dequantize_per_tensor_default_24" [id=348, type=dequantize_per_tensor]; +"349 dequantize_per_tensor_default_60" [id=349, type=dequantize_per_tensor]; +"350 adaptive_avg_pool2d_4" [id=350, type=adaptive_avg_pool2d]; +"351 conv2d_28" [id=351, type=conv2d]; +"352 relu_4" [id=352, type=relu]; +"353 conv2d_29" [id=353, type=conv2d]; +"354 hardsigmoid_4" [id=354, type=hardsigmoid]; +"355 quantize_per_tensor_default_25" [id=355, type=quantize_per_tensor]; +"356 dequantize_per_tensor_default_25" [id=356, type=dequantize_per_tensor]; +"357 mul_4" [id=357, type=mul]; +"358 quantize_per_tensor_default_26" [id=358, type=quantize_per_tensor]; +"359 dequantize_per_tensor_default_26" [id=359, type=dequantize_per_tensor]; +"360 features_7_block_3_0_weight_bias" [id=360, type=get_attr]; +"361 conv2d_30" [id=361, type=conv2d]; +"362 quantize_per_tensor_default_27" [id=362, type=quantize_per_tensor]; +"363 dequantize_per_tensor_default_62" [id=363, type=dequantize_per_tensor]; +"364 dequantize_per_tensor_default_61" [id=364, type=dequantize_per_tensor]; +"365 features_8_block_0_0_weight_bias" [id=365, type=get_attr]; +"366 conv2d_31" [id=366, type=conv2d]; +"367 hardswish__9" [id=367, type=hardswish_]; +"368 _2_scale_7" [id=368, type=get_attr]; +"369 _2_zero_point_7" [id=369, type=get_attr]; +"370 quantize_per_channel_default_43" [id=370, type=quantize_per_channel]; +"371 dequantize_per_channel_default_43" [id=371, type=dequantize_per_channel]; +"372 features_8_block_1_0_weight_bias" [id=372, type=get_attr]; +"373 conv2d_32" [id=373, type=conv2d]; +"374 hardswish__10" [id=374, type=hardswish_]; +"375 quantize_per_tensor_default_28" [id=375, type=quantize_per_tensor]; +"376 dequantize_per_tensor_default_28" [id=376, type=dequantize_per_tensor]; +"377 dequantize_per_tensor_default_63" [id=377, type=dequantize_per_tensor]; +"378 adaptive_avg_pool2d_5" [id=378, type=adaptive_avg_pool2d]; +"379 conv2d_33" [id=379, type=conv2d]; +"380 relu_5" [id=380, type=relu]; +"381 conv2d_34" [id=381, type=conv2d]; +"382 hardsigmoid_5" [id=382, type=hardsigmoid]; +"383 quantize_per_tensor_default_29" [id=383, type=quantize_per_tensor]; +"384 dequantize_per_tensor_default_29" [id=384, type=dequantize_per_tensor]; +"385 mul_5" [id=385, type=mul]; +"386 quantize_per_tensor_default_30" [id=386, type=quantize_per_tensor]; +"387 dequantize_per_tensor_default_30" [id=387, type=dequantize_per_tensor]; +"388 features_8_block_3_0_weight_bias" [id=388, type=get_attr]; +"389 conv2d_35" [id=389, type=conv2d]; +"390 quantize_per_tensor_default_31" [id=390, type=quantize_per_tensor]; +"391 dequantize_per_tensor_default_31" [id=391, type=dequantize_per_tensor]; +"392 add__3" [id=392, type=add_]; +"393 quantize_per_tensor_default_32" [id=393, type=quantize_per_tensor]; +"394 dequantize_per_tensor_default_32" [id=394, type=dequantize_per_tensor]; +"395 features_9_block_0_0_weight_bias" [id=395, type=get_attr]; +"396 conv2d_36" [id=396, type=conv2d]; +"397 hardswish__11" [id=397, type=hardswish_]; +"398 _2_scale_8" [id=398, type=get_attr]; +"399 _2_zero_point_8" [id=399, type=get_attr]; +"400 quantize_per_channel_default_44" [id=400, type=quantize_per_channel]; +"401 dequantize_per_channel_default_44" [id=401, type=dequantize_per_channel]; +"402 features_9_block_1_0_weight_bias" [id=402, type=get_attr]; +"403 conv2d_37" [id=403, type=conv2d]; +"404 hardswish__12" [id=404, type=hardswish_]; +"405 quantize_per_tensor_default_33" [id=405, type=quantize_per_tensor]; +"406 dequantize_per_tensor_default_33" [id=406, type=dequantize_per_tensor]; +"407 dequantize_per_tensor_default_64" [id=407, type=dequantize_per_tensor]; +"408 adaptive_avg_pool2d_6" [id=408, type=adaptive_avg_pool2d]; +"409 conv2d_38" [id=409, type=conv2d]; +"410 relu_6" [id=410, type=relu]; +"411 conv2d_39" [id=411, type=conv2d]; +"412 hardsigmoid_6" [id=412, type=hardsigmoid]; +"413 quantize_per_tensor_default_34" [id=413, type=quantize_per_tensor]; +"414 dequantize_per_tensor_default_34" [id=414, type=dequantize_per_tensor]; +"415 mul_6" [id=415, type=mul]; +"416 quantize_per_tensor_default_35" [id=416, type=quantize_per_tensor]; +"417 dequantize_per_tensor_default_35" [id=417, type=dequantize_per_tensor]; +"418 features_9_block_3_0_weight_bias" [id=418, type=get_attr]; +"419 conv2d_40" [id=419, type=conv2d]; +"420 quantize_per_tensor_default_36" [id=420, type=quantize_per_tensor]; +"421 dequantize_per_tensor_default_66" [id=421, type=dequantize_per_tensor]; +"422 dequantize_per_tensor_default_65" [id=422, type=dequantize_per_tensor]; +"423 features_10_block_0_0_weight_bias" [id=423, type=get_attr]; +"424 conv2d_41" [id=424, type=conv2d]; +"425 hardswish__13" [id=425, type=hardswish_]; +"426 _2_scale_9" [id=426, type=get_attr]; +"427 _2_zero_point_9" [id=427, type=get_attr]; +"428 quantize_per_channel_default_45" [id=428, type=quantize_per_channel]; +"429 dequantize_per_channel_default_45" [id=429, type=dequantize_per_channel]; +"430 features_10_block_1_0_weight_bias" [id=430, type=get_attr]; +"431 conv2d_42" [id=431, type=conv2d]; +"432 hardswish__14" [id=432, type=hardswish_]; +"433 quantize_per_tensor_default_37" [id=433, type=quantize_per_tensor]; +"434 dequantize_per_tensor_default_37" [id=434, type=dequantize_per_tensor]; +"435 dequantize_per_tensor_default_67" [id=435, type=dequantize_per_tensor]; +"436 adaptive_avg_pool2d_7" [id=436, type=adaptive_avg_pool2d]; +"437 conv2d_43" [id=437, type=conv2d]; +"438 relu_7" [id=438, type=relu]; +"439 conv2d_44" [id=439, type=conv2d]; +"440 hardsigmoid_7" [id=440, type=hardsigmoid]; +"441 quantize_per_tensor_default_38" [id=441, type=quantize_per_tensor]; +"442 dequantize_per_tensor_default_38" [id=442, type=dequantize_per_tensor]; +"443 mul_7" [id=443, type=mul]; +"444 quantize_per_tensor_default_39" [id=444, type=quantize_per_tensor]; +"445 dequantize_per_tensor_default_39" [id=445, type=dequantize_per_tensor]; +"446 features_10_block_3_0_weight_bias" [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_40" [id=449, type=dequantize_per_tensor]; +"450 add__4" [id=450, type=add_]; +"451 quantize_per_tensor_default_41" [id=451, type=quantize_per_tensor]; +"452 dequantize_per_tensor_default_69" [id=452, type=dequantize_per_tensor]; +"453 dequantize_per_tensor_default_68" [id=453, type=dequantize_per_tensor]; +"454 features_11_block_0_0_weight_bias" [id=454, type=get_attr]; +"455 conv2d_46" [id=455, type=conv2d]; +"456 hardswish__15" [id=456, type=hardswish_]; +"457 _2_scale_10" [id=457, type=get_attr]; +"458 _2_zero_point_10" [id=458, type=get_attr]; +"459 quantize_per_channel_default_46" [id=459, type=quantize_per_channel]; +"460 dequantize_per_channel_default_46" [id=460, type=dequantize_per_channel]; +"461 features_11_block_1_0_weight_bias" [id=461, type=get_attr]; +"462 conv2d_47" [id=462, type=conv2d]; +"463 hardswish__16" [id=463, type=hardswish_]; +"464 quantize_per_tensor_default_42" [id=464, type=quantize_per_tensor]; +"465 dequantize_per_tensor_default_42" [id=465, type=dequantize_per_tensor]; +"466 dequantize_per_tensor_default_70" [id=466, type=dequantize_per_tensor]; +"467 adaptive_avg_pool2d_8" [id=467, type=adaptive_avg_pool2d]; +"468 conv2d_48" [id=468, type=conv2d]; +"469 relu_8" [id=469, type=relu]; +"470 conv2d_49" [id=470, type=conv2d]; +"471 hardsigmoid_8" [id=471, type=hardsigmoid]; +"472 quantize_per_tensor_default_43" [id=472, type=quantize_per_tensor]; +"473 dequantize_per_tensor_default_43" [id=473, type=dequantize_per_tensor]; +"474 mul_8" [id=474, type=mul]; +"475 quantize_per_tensor_default_44" [id=475, type=quantize_per_tensor]; +"476 dequantize_per_tensor_default_44" [id=476, type=dequantize_per_tensor]; +"477 features_11_block_3_0_weight_bias" [id=477, type=get_attr]; +"478 conv2d_50" [id=478, type=conv2d]; +"479 quantize_per_tensor_default_45" [id=479, type=quantize_per_tensor]; +"480 dequantize_per_tensor_default_45" [id=480, type=dequantize_per_tensor]; +"481 add__5" [id=481, type=add_]; +"482 quantize_per_tensor_default_46" [id=482, type=quantize_per_tensor]; +"483 dequantize_per_tensor_default_46" [id=483, type=dequantize_per_tensor]; +"484 features_12_0_weight_bias" [id=484, type=get_attr]; +"485 conv2d_51" [id=485, type=conv2d]; +"486 hardswish__17" [id=486, type=hardswish_]; +"487 quantize_per_tensor_default_47" [id=487, type=quantize_per_tensor]; +"488 dequantize_per_tensor_default_47" [id=488, type=dequantize_per_tensor]; +"489 adaptive_avg_pool2d_9" [id=489, type=adaptive_avg_pool2d]; +"490 quantize_per_tensor_default_48" [id=490, type=quantize_per_tensor]; +"491 dequantize_per_tensor_default_48" [id=491, type=dequantize_per_tensor]; +"492 flatten" [id=492, type=flatten]; +"493 linear" [id=493, type=linear]; +"494 hardswish__18" [id=494, type=hardswish_]; +"495 quantize_per_tensor_default_49" [id=495, type=quantize_per_tensor]; +"496 dequantize_per_tensor_default_49" [id=496, type=dequantize_per_tensor]; +"497 dropout_" [id=497, type=dropout_]; +"498 linear_1" [id=498, type=linear]; +"499 output_1" [id=499, type=output]; +"0 _scale_0" -> "3 dequantize_per_channel_default" [label="(16,)", style=solid]; +"1 _zero_point_0" -> "3 dequantize_per_channel_default" [label="(16,)", style=solid]; +"2 _frozen_param0" -> "3 dequantize_per_channel_default" [label="(16, 3, 3, 3)", style=solid]; +"3 dequantize_per_channel_default" -> "186 conv2d" [label=None, style=solid]; +"4 _scale_1" -> "7 dequantize_per_channel_default_1" [label="(16,)", style=solid]; +"5 _zero_point_1" -> "7 dequantize_per_channel_default_1" [label="(16,)", style=solid]; +"6 _frozen_param1" -> "7 dequantize_per_channel_default_1" [label="(16, 1, 3, 3)", style=solid]; +"7 dequantize_per_channel_default_1" -> "193 conv2d_1" [label=None, style=solid]; +"8 features_1_block_1_fc1_weight" -> "199 conv2d_2" [label="(8, 16, 1, 1)", style=solid]; +"9 features_1_block_1_fc1_bias" -> "199 conv2d_2" [label="(8,)", style=solid]; +"10 features_1_block_1_fc2_weight" -> "201 conv2d_3" [label="(16, 8, 1, 1)", style=solid]; +"11 features_1_block_1_fc2_bias" -> "201 conv2d_3" [label="(16,)", style=solid]; +"12 _scale_2" -> "15 dequantize_per_channel_default_2" [label="(16,)", style=solid]; +"13 _zero_point_2" -> "15 dequantize_per_channel_default_2" [label="(16,)", style=solid]; +"14 _frozen_param2" -> "15 dequantize_per_channel_default_2" [label="(16, 16, 1, 1)", style=solid]; +"15 dequantize_per_channel_default_2" -> "209 conv2d_4" [label=None, style=solid]; +"16 _scale_3" -> "19 dequantize_per_channel_default_3" [label="(72,)", style=solid]; +"17 _zero_point_3" -> "19 dequantize_per_channel_default_3" [label="(72,)", style=solid]; +"18 _frozen_param3" -> "19 dequantize_per_channel_default_3" [label="(72, 16, 1, 1)", style=solid]; +"19 dequantize_per_channel_default_3" -> "213 conv2d_5" [label=None, style=solid]; +"20 _scale_4" -> "23 dequantize_per_channel_default_4" [label="(72,)", style=solid]; +"21 _zero_point_4" -> "23 dequantize_per_channel_default_4" [label="(72,)", style=solid]; +"22 _frozen_param4" -> "23 dequantize_per_channel_default_4" [label="(72, 1, 3, 3)", style=solid]; +"23 dequantize_per_channel_default_4" -> "220 conv2d_6" [label=None, style=solid]; +"24 _scale_5" -> "27 dequantize_per_channel_default_5" [label="(24,)", style=solid]; +"25 _zero_point_5" -> "27 dequantize_per_channel_default_5" [label="(24,)", style=solid]; +"26 _frozen_param5" -> "27 dequantize_per_channel_default_5" [label="(24, 72, 1, 1)", style=solid]; +"27 dequantize_per_channel_default_5" -> "225 conv2d_7" [label=None, style=solid]; +"28 _scale_6" -> "31 dequantize_per_channel_default_6" [label="(88,)", style=solid]; +"29 _zero_point_6" -> "31 dequantize_per_channel_default_6" [label="(88,)", style=solid]; +"30 _frozen_param6" -> "31 dequantize_per_channel_default_6" [label="(88, 24, 1, 1)", style=solid]; +"31 dequantize_per_channel_default_6" -> "230 conv2d_8" [label=None, style=solid]; +"32 _scale_7" -> "35 dequantize_per_channel_default_7" [label="(88,)", style=solid]; +"33 _zero_point_7" -> "35 dequantize_per_channel_default_7" [label="(88,)", style=solid]; +"34 _frozen_param7" -> "35 dequantize_per_channel_default_7" [label="(88, 1, 3, 3)", style=solid]; +"35 dequantize_per_channel_default_7" -> "237 conv2d_9" [label=None, style=solid]; +"36 _scale_8" -> "39 dequantize_per_channel_default_8" [label="(24,)", style=solid]; +"37 _zero_point_8" -> "39 dequantize_per_channel_default_8" [label="(24,)", style=solid]; +"38 _frozen_param8" -> "39 dequantize_per_channel_default_8" [label="(24, 88, 1, 1)", style=solid]; +"39 dequantize_per_channel_default_8" -> "242 conv2d_10" [label=None, style=solid]; +"40 _scale_9" -> "43 dequantize_per_channel_default_9" [label="(96,)", style=solid]; +"41 _zero_point_9" -> "43 dequantize_per_channel_default_9" [label="(96,)", style=solid]; +"42 _frozen_param9" -> "43 dequantize_per_channel_default_9" [label="(96, 24, 1, 1)", style=solid]; +"43 dequantize_per_channel_default_9" -> "249 conv2d_11" [label=None, style=solid]; +"44 _scale_10" -> "47 dequantize_per_channel_default_10" [label="(96,)", style=solid]; +"45 _zero_point_10" -> "47 dequantize_per_channel_default_10" [label="(96,)", style=solid]; +"46 _frozen_param10" -> "47 dequantize_per_channel_default_10" [label="(96, 1, 5, 5)", style=solid]; +"47 dequantize_per_channel_default_10" -> "256 conv2d_12" [label=None, style=solid]; +"48 features_4_block_2_fc1_weight" -> "262 conv2d_13" [label="(24, 96, 1, 1)", style=solid]; +"49 features_4_block_2_fc1_bias" -> "262 conv2d_13" [label="(24,)", style=solid]; +"50 features_4_block_2_fc2_weight" -> "264 conv2d_14" [label="(96, 24, 1, 1)", style=solid]; +"51 features_4_block_2_fc2_bias" -> "264 conv2d_14" [label="(96,)", style=solid]; +"52 _scale_11" -> "55 dequantize_per_channel_default_11" [label="(40,)", style=solid]; +"53 _zero_point_11" -> "55 dequantize_per_channel_default_11" [label="(40,)", style=solid]; +"54 _frozen_param11" -> "55 dequantize_per_channel_default_11" [label="(40, 96, 1, 1)", style=solid]; +"55 dequantize_per_channel_default_11" -> "272 conv2d_15" [label=None, style=solid]; +"56 _scale_12" -> "59 dequantize_per_channel_default_12" [label="(240,)", style=solid]; +"57 _zero_point_12" -> "59 dequantize_per_channel_default_12" [label="(240,)", style=solid]; +"58 _frozen_param12" -> "59 dequantize_per_channel_default_12" [label="(240, 40, 1, 1)", style=solid]; +"59 dequantize_per_channel_default_12" -> "277 conv2d_16" [label=None, style=solid]; +"60 _scale_13" -> "63 dequantize_per_channel_default_13" [label="(240,)", style=solid]; +"61 _zero_point_13" -> "63 dequantize_per_channel_default_13" [label="(240,)", style=solid]; +"62 _frozen_param13" -> "63 dequantize_per_channel_default_13" [label="(240, 1, 5, 5)", style=solid]; +"63 dequantize_per_channel_default_13" -> "284 conv2d_17" [label=None, style=solid]; +"64 features_5_block_2_fc1_weight" -> "290 conv2d_18" [label="(64, 240, 1, 1)", style=solid]; +"65 features_5_block_2_fc1_bias" -> "290 conv2d_18" [label="(64,)", style=solid]; +"66 features_5_block_2_fc2_weight" -> "292 conv2d_19" [label="(240, 64, 1, 1)", style=solid]; +"67 features_5_block_2_fc2_bias" -> "292 conv2d_19" [label="(240,)", style=solid]; +"68 _scale_14" -> "71 dequantize_per_channel_default_14" [label="(40,)", style=solid]; +"69 _zero_point_14" -> "71 dequantize_per_channel_default_14" [label="(40,)", style=solid]; +"70 _frozen_param14" -> "71 dequantize_per_channel_default_14" [label="(40, 240, 1, 1)", style=solid]; +"71 dequantize_per_channel_default_14" -> "300 conv2d_20" [label=None, style=solid]; +"72 _scale_15" -> "75 dequantize_per_channel_default_15" [label="(240,)", style=solid]; +"73 _zero_point_15" -> "75 dequantize_per_channel_default_15" [label="(240,)", style=solid]; +"74 _frozen_param15" -> "75 dequantize_per_channel_default_15" [label="(240, 40, 1, 1)", style=solid]; +"75 dequantize_per_channel_default_15" -> "308 conv2d_21" [label=None, style=solid]; +"76 _scale_16" -> "79 dequantize_per_channel_default_16" [label="(240,)", style=solid]; +"77 _zero_point_16" -> "79 dequantize_per_channel_default_16" [label="(240,)", style=solid]; +"78 _frozen_param16" -> "79 dequantize_per_channel_default_16" [label="(240, 1, 5, 5)", style=solid]; +"79 dequantize_per_channel_default_16" -> "315 conv2d_22" [label=None, style=solid]; +"80 features_6_block_2_fc1_weight" -> "321 conv2d_23" [label="(64, 240, 1, 1)", style=solid]; +"81 features_6_block_2_fc1_bias" -> "321 conv2d_23" [label="(64,)", style=solid]; +"82 features_6_block_2_fc2_weight" -> "323 conv2d_24" [label="(240, 64, 1, 1)", style=solid]; +"83 features_6_block_2_fc2_bias" -> "323 conv2d_24" [label="(240,)", style=solid]; +"84 _scale_17" -> "87 dequantize_per_channel_default_17" [label="(40,)", style=solid]; +"85 _zero_point_17" -> "87 dequantize_per_channel_default_17" [label="(40,)", style=solid]; +"86 _frozen_param17" -> "87 dequantize_per_channel_default_17" [label="(40, 240, 1, 1)", style=solid]; +"87 dequantize_per_channel_default_17" -> "331 conv2d_25" [label=None, style=solid]; +"88 _scale_18" -> "91 dequantize_per_channel_default_18" [label="(120,)", style=solid]; +"89 _zero_point_18" -> "91 dequantize_per_channel_default_18" [label="(120,)", style=solid]; +"90 _frozen_param18" -> "91 dequantize_per_channel_default_18" [label="(120, 40, 1, 1)", style=solid]; +"91 dequantize_per_channel_default_18" -> "338 conv2d_26" [label=None, style=solid]; +"92 _scale_19" -> "95 dequantize_per_channel_default_19" [label="(120,)", style=solid]; +"93 _zero_point_19" -> "95 dequantize_per_channel_default_19" [label="(120,)", style=solid]; +"94 _frozen_param19" -> "95 dequantize_per_channel_default_19" [label="(120, 1, 5, 5)", style=solid]; +"95 dequantize_per_channel_default_19" -> "345 conv2d_27" [label=None, style=solid]; +"96 features_7_block_2_fc1_weight" -> "351 conv2d_28" [label="(32, 120, 1, 1)", style=solid]; +"97 features_7_block_2_fc1_bias" -> "351 conv2d_28" [label="(32,)", style=solid]; +"98 features_7_block_2_fc2_weight" -> "353 conv2d_29" [label="(120, 32, 1, 1)", style=solid]; +"99 features_7_block_2_fc2_bias" -> "353 conv2d_29" [label="(120,)", style=solid]; +"100 _scale_20" -> "103 dequantize_per_channel_default_20" [label="(48,)", style=solid]; +"101 _zero_point_20" -> "103 dequantize_per_channel_default_20" [label="(48,)", style=solid]; +"102 _frozen_param20" -> "103 dequantize_per_channel_default_20" [label="(48, 120, 1, 1)", style=solid]; +"103 dequantize_per_channel_default_20" -> "361 conv2d_30" [label=None, style=solid]; +"104 _scale_21" -> "107 dequantize_per_channel_default_21" [label="(144,)", style=solid]; +"105 _zero_point_21" -> "107 dequantize_per_channel_default_21" [label="(144,)", style=solid]; +"106 _frozen_param21" -> "107 dequantize_per_channel_default_21" [label="(144, 48, 1, 1)", style=solid]; +"107 dequantize_per_channel_default_21" -> "366 conv2d_31" [label=None, style=solid]; +"108 _scale_22" -> "111 dequantize_per_channel_default_22" [label="(144,)", style=solid]; +"109 _zero_point_22" -> "111 dequantize_per_channel_default_22" [label="(144,)", style=solid]; +"110 _frozen_param22" -> "111 dequantize_per_channel_default_22" [label="(144, 1, 5, 5)", style=solid]; +"111 dequantize_per_channel_default_22" -> "373 conv2d_32" [label=None, style=solid]; +"112 features_8_block_2_fc1_weight" -> "379 conv2d_33" [label="(40, 144, 1, 1)", style=solid]; +"113 features_8_block_2_fc1_bias" -> "379 conv2d_33" [label="(40,)", style=solid]; +"114 features_8_block_2_fc2_weight" -> "381 conv2d_34" [label="(144, 40, 1, 1)", style=solid]; +"115 features_8_block_2_fc2_bias" -> "381 conv2d_34" [label="(144,)", style=solid]; +"116 _scale_23" -> "119 dequantize_per_channel_default_23" [label="(48,)", style=solid]; +"117 _zero_point_23" -> "119 dequantize_per_channel_default_23" [label="(48,)", style=solid]; +"118 _frozen_param23" -> "119 dequantize_per_channel_default_23" [label="(48, 144, 1, 1)", style=solid]; +"119 dequantize_per_channel_default_23" -> "389 conv2d_35" [label=None, style=solid]; +"120 _scale_24" -> "123 dequantize_per_channel_default_24" [label="(288,)", style=solid]; +"121 _zero_point_24" -> "123 dequantize_per_channel_default_24" [label="(288,)", style=solid]; +"122 _frozen_param24" -> "123 dequantize_per_channel_default_24" [label="(288, 48, 1, 1)", style=solid]; +"123 dequantize_per_channel_default_24" -> "396 conv2d_36" [label=None, style=solid]; +"124 _scale_25" -> "127 dequantize_per_channel_default_25" [label="(288,)", style=solid]; +"125 _zero_point_25" -> "127 dequantize_per_channel_default_25" [label="(288,)", style=solid]; +"126 _frozen_param25" -> "127 dequantize_per_channel_default_25" [label="(288, 1, 5, 5)", style=solid]; +"127 dequantize_per_channel_default_25" -> "403 conv2d_37" [label=None, style=solid]; +"128 features_9_block_2_fc1_weight" -> "409 conv2d_38" [label="(72, 288, 1, 1)", style=solid]; +"129 features_9_block_2_fc1_bias" -> "409 conv2d_38" [label="(72,)", style=solid]; +"130 features_9_block_2_fc2_weight" -> "411 conv2d_39" [label="(288, 72, 1, 1)", style=solid]; +"131 features_9_block_2_fc2_bias" -> "411 conv2d_39" [label="(288,)", style=solid]; +"132 _scale_26" -> "135 dequantize_per_channel_default_26" [label="(96,)", style=solid]; +"133 _zero_point_26" -> "135 dequantize_per_channel_default_26" [label="(96,)", style=solid]; +"134 _frozen_param26" -> "135 dequantize_per_channel_default_26" [label="(96, 288, 1, 1)", style=solid]; +"135 dequantize_per_channel_default_26" -> "419 conv2d_40" [label=None, style=solid]; +"136 _scale_27" -> "139 dequantize_per_channel_default_27" [label="(576,)", style=solid]; +"137 _zero_point_27" -> "139 dequantize_per_channel_default_27" [label="(576,)", style=solid]; +"138 _frozen_param27" -> "139 dequantize_per_channel_default_27" [label="(576, 96, 1, 1)", style=solid]; +"139 dequantize_per_channel_default_27" -> "424 conv2d_41" [label=None, style=solid]; +"140 _scale_28" -> "143 dequantize_per_channel_default_28" [label="(576,)", style=solid]; +"141 _zero_point_28" -> "143 dequantize_per_channel_default_28" [label="(576,)", style=solid]; +"142 _frozen_param28" -> "143 dequantize_per_channel_default_28" [label="(576, 1, 5, 5)", style=solid]; +"143 dequantize_per_channel_default_28" -> "431 conv2d_42" [label=None, style=solid]; +"144 features_10_block_2_fc1_weight" -> "437 conv2d_43" [label="(144, 576, 1, 1)", style=solid]; +"145 features_10_block_2_fc1_bias" -> "437 conv2d_43" [label="(144,)", style=solid]; +"146 features_10_block_2_fc2_weight" -> "439 conv2d_44" [label="(576, 144, 1, 1)", style=solid]; +"147 features_10_block_2_fc2_bias" -> "439 conv2d_44" [label="(576,)", style=solid]; +"148 _scale_29" -> "151 dequantize_per_channel_default_29" [label="(96,)", style=solid]; +"149 _zero_point_29" -> "151 dequantize_per_channel_default_29" [label="(96,)", style=solid]; +"150 _frozen_param29" -> "151 dequantize_per_channel_default_29" [label="(96, 576, 1, 1)", style=solid]; +"151 dequantize_per_channel_default_29" -> "447 conv2d_45" [label=None, style=solid]; +"152 _scale_30" -> "155 dequantize_per_channel_default_30" [label="(576,)", style=solid]; +"153 _zero_point_30" -> "155 dequantize_per_channel_default_30" [label="(576,)", style=solid]; +"154 _frozen_param30" -> "155 dequantize_per_channel_default_30" [label="(576, 96, 1, 1)", style=solid]; +"155 dequantize_per_channel_default_30" -> "455 conv2d_46" [label=None, style=solid]; +"156 _scale_31" -> "159 dequantize_per_channel_default_31" [label="(576,)", style=solid]; +"157 _zero_point_31" -> "159 dequantize_per_channel_default_31" [label="(576,)", style=solid]; +"158 _frozen_param31" -> "159 dequantize_per_channel_default_31" [label="(576, 1, 5, 5)", style=solid]; +"159 dequantize_per_channel_default_31" -> "462 conv2d_47" [label=None, style=solid]; +"160 features_11_block_2_fc1_weight" -> "468 conv2d_48" [label="(144, 576, 1, 1)", style=solid]; +"161 features_11_block_2_fc1_bias" -> "468 conv2d_48" [label="(144,)", style=solid]; +"162 features_11_block_2_fc2_weight" -> "470 conv2d_49" [label="(576, 144, 1, 1)", style=solid]; +"163 features_11_block_2_fc2_bias" -> "470 conv2d_49" [label="(576,)", style=solid]; +"164 _scale_32" -> "167 dequantize_per_channel_default_32" [label="(96,)", style=solid]; +"165 _zero_point_32" -> "167 dequantize_per_channel_default_32" [label="(96,)", style=solid]; +"166 _frozen_param32" -> "167 dequantize_per_channel_default_32" [label="(96, 576, 1, 1)", style=solid]; +"167 dequantize_per_channel_default_32" -> "478 conv2d_50" [label=None, style=solid]; +"168 _scale_33" -> "171 dequantize_per_channel_default_33" [label="(576,)", style=solid]; +"169 _zero_point_33" -> "171 dequantize_per_channel_default_33" [label="(576,)", style=solid]; +"170 _frozen_param33" -> "171 dequantize_per_channel_default_33" [label="(576, 96, 1, 1)", style=solid]; +"171 dequantize_per_channel_default_33" -> "485 conv2d_51" [label=None, style=solid]; +"172 _scale_34" -> "175 dequantize_per_channel_default_34" [label="(1024,)", style=solid]; +"173 _zero_point_34" -> "175 dequantize_per_channel_default_34" [label="(1024,)", style=solid]; +"174 _frozen_param34" -> "175 dequantize_per_channel_default_34" [label="(1024, 576)", style=solid]; +"175 dequantize_per_channel_default_34" -> "493 linear" [label=None, style=solid]; +"176 classifier_0_bias" -> "493 linear" [label="(1024,)", style=solid]; +"177 _scale_35" -> "180 dequantize_per_channel_default_35" [label="(1000,)", style=solid]; +"178 _zero_point_35" -> "180 dequantize_per_channel_default_35" [label="(1000,)", style=solid]; +"179 _frozen_param35" -> "180 dequantize_per_channel_default_35" [label="(1000, 1024)", style=solid]; +"180 dequantize_per_channel_default_35" -> "498 linear_1" [label=None, style=solid]; +"181 classifier_3_bias" -> "498 linear_1" [label="(1000,)", style=solid]; +"182 x" -> "183 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; +"183 quantize_per_tensor_default" -> "184 dequantize_per_tensor_default" [label=None, style=solid]; +"184 dequantize_per_tensor_default" -> "186 conv2d" [label=None, style=solid]; +"185 features_0_0_weight_bias" -> "186 conv2d" [label="(16,)", style=solid]; +"186 conv2d" -> "187 hardswish_" [label="(1, 16, 112, 112)", style=solid]; +"187 hardswish_" -> "190 quantize_per_channel_default_36" [label="(1, 16, 112, 112)", style=solid]; +"188 _2_scale_0" -> "190 quantize_per_channel_default_36" [label="(16,)", style=solid]; +"188 _2_scale_0" -> "191 dequantize_per_channel_default_36" [label="(16,)", style=solid]; +"189 _2_zero_point_0" -> "190 quantize_per_channel_default_36" [label="(16,)", style=solid]; +"189 _2_zero_point_0" -> "191 dequantize_per_channel_default_36" [label="(16,)", style=solid]; +"190 quantize_per_channel_default_36" -> "191 dequantize_per_channel_default_36" [label=None, style=solid]; +"191 dequantize_per_channel_default_36" -> "193 conv2d_1" [label=None, style=solid]; +"192 features_1_block_0_0_weight_bias" -> "193 conv2d_1" [label="(16,)", style=solid]; +"193 conv2d_1" -> "194 relu_" [label="(1, 16, 56, 56)", style=solid]; +"194 relu_" -> "195 quantize_per_tensor_default_1" [label="(1, 16, 56, 56)", style=solid]; +"195 quantize_per_tensor_default_1" -> "196 dequantize_per_tensor_default_1" [label=None, style=solid]; +"195 quantize_per_tensor_default_1" -> "197 dequantize_per_tensor_default_50" [label=None, style=solid]; +"196 dequantize_per_tensor_default_1" -> "198 adaptive_avg_pool2d" [label=None, style=solid]; +"197 dequantize_per_tensor_default_50" -> "205 mul" [label=None, style=solid]; +"198 adaptive_avg_pool2d" -> "199 conv2d_2" [label="(1, 16, 1, 1)", style=solid]; +"199 conv2d_2" -> "200 relu" [label="(1, 8, 1, 1)", style=solid]; +"200 relu" -> "201 conv2d_3" [label="(1, 8, 1, 1)", style=solid]; +"201 conv2d_3" -> "202 hardsigmoid" [label="(1, 16, 1, 1)", style=solid]; +"202 hardsigmoid" -> "203 quantize_per_tensor_default_2" [label="(1, 16, 1, 1)", style=solid]; +"203 quantize_per_tensor_default_2" -> "204 dequantize_per_tensor_default_2" [label=None, style=solid]; +"204 dequantize_per_tensor_default_2" -> "205 mul" [label=None, style=solid]; +"205 mul" -> "206 quantize_per_tensor_default_3" [label="(1, 16, 56, 56)", style=solid]; +"206 quantize_per_tensor_default_3" -> "207 dequantize_per_tensor_default_3" [label=None, style=solid]; +"207 dequantize_per_tensor_default_3" -> "209 conv2d_4" [label=None, style=solid]; +"208 features_1_block_2_0_weight_bias" -> "209 conv2d_4" [label="(16,)", style=solid]; +"209 conv2d_4" -> "210 quantize_per_tensor_default_4" [label="(1, 16, 56, 56)", style=solid]; +"210 quantize_per_tensor_default_4" -> "211 dequantize_per_tensor_default_4" [label=None, style=solid]; +"211 dequantize_per_tensor_default_4" -> "213 conv2d_5" [label=None, style=solid]; +"212 features_2_block_0_0_weight_bias" -> "213 conv2d_5" [label="(72,)", style=solid]; +"213 conv2d_5" -> "214 relu__1" [label="(1, 72, 56, 56)", style=solid]; +"214 relu__1" -> "217 quantize_per_channel_default_37" [label="(1, 72, 56, 56)", style=solid]; +"215 _2_scale_1" -> "217 quantize_per_channel_default_37" [label="(72,)", style=solid]; +"215 _2_scale_1" -> "218 dequantize_per_channel_default_37" [label="(72,)", style=solid]; +"216 _2_zero_point_1" -> "217 quantize_per_channel_default_37" [label="(72,)", style=solid]; +"216 _2_zero_point_1" -> "218 dequantize_per_channel_default_37" [label="(72,)", style=solid]; +"217 quantize_per_channel_default_37" -> "218 dequantize_per_channel_default_37" [label=None, style=solid]; +"218 dequantize_per_channel_default_37" -> "220 conv2d_6" [label=None, style=solid]; +"219 features_2_block_1_0_weight_bias" -> "220 conv2d_6" [label="(72,)", style=solid]; +"220 conv2d_6" -> "221 relu__2" [label="(1, 72, 28, 28)", style=solid]; +"221 relu__2" -> "222 quantize_per_tensor_default_5" [label="(1, 72, 28, 28)", style=solid]; +"222 quantize_per_tensor_default_5" -> "223 dequantize_per_tensor_default_5" [label=None, style=solid]; +"223 dequantize_per_tensor_default_5" -> "225 conv2d_7" [label=None, style=solid]; +"224 features_2_block_2_0_weight_bias" -> "225 conv2d_7" [label="(24,)", style=solid]; +"225 conv2d_7" -> "226 quantize_per_tensor_default_6" [label="(1, 24, 28, 28)", style=solid]; +"226 quantize_per_tensor_default_6" -> "227 dequantize_per_tensor_default_52" [label=None, style=solid]; +"226 quantize_per_tensor_default_6" -> "228 dequantize_per_tensor_default_51" [label=None, style=solid]; +"227 dequantize_per_tensor_default_52" -> "245 add_" [label=None, style=solid]; +"228 dequantize_per_tensor_default_51" -> "230 conv2d_8" [label=None, style=solid]; +"229 features_3_block_0_0_weight_bias" -> "230 conv2d_8" [label="(88,)", style=solid]; +"230 conv2d_8" -> "231 relu__3" [label="(1, 88, 28, 28)", style=solid]; +"231 relu__3" -> "234 quantize_per_channel_default_38" [label="(1, 88, 28, 28)", style=solid]; +"232 _2_scale_2" -> "234 quantize_per_channel_default_38" [label="(88,)", style=solid]; +"232 _2_scale_2" -> "235 dequantize_per_channel_default_38" [label="(88,)", style=solid]; +"233 _2_zero_point_2" -> "234 quantize_per_channel_default_38" [label="(88,)", style=solid]; +"233 _2_zero_point_2" -> "235 dequantize_per_channel_default_38" [label="(88,)", style=solid]; +"234 quantize_per_channel_default_38" -> "235 dequantize_per_channel_default_38" [label=None, style=solid]; +"235 dequantize_per_channel_default_38" -> "237 conv2d_9" [label=None, style=solid]; +"236 features_3_block_1_0_weight_bias" -> "237 conv2d_9" [label="(88,)", style=solid]; +"237 conv2d_9" -> "238 relu__4" [label="(1, 88, 28, 28)", style=solid]; +"238 relu__4" -> "239 quantize_per_tensor_default_7" [label="(1, 88, 28, 28)", style=solid]; +"239 quantize_per_tensor_default_7" -> "240 dequantize_per_tensor_default_7" [label=None, style=solid]; +"240 dequantize_per_tensor_default_7" -> "242 conv2d_10" [label=None, style=solid]; +"241 features_3_block_2_0_weight_bias" -> "242 conv2d_10" [label="(24,)", style=solid]; +"242 conv2d_10" -> "243 quantize_per_tensor_default_8" [label="(1, 24, 28, 28)", style=solid]; +"243 quantize_per_tensor_default_8" -> "244 dequantize_per_tensor_default_8" [label=None, style=solid]; +"244 dequantize_per_tensor_default_8" -> "245 add_" [label=None, style=solid]; +"245 add_" -> "246 quantize_per_tensor_default_9" [label="(1, 24, 28, 28)", style=solid]; +"246 quantize_per_tensor_default_9" -> "247 dequantize_per_tensor_default_9" [label=None, style=solid]; +"247 dequantize_per_tensor_default_9" -> "249 conv2d_11" [label=None, style=solid]; +"248 features_4_block_0_0_weight_bias" -> "249 conv2d_11" [label="(96,)", style=solid]; +"249 conv2d_11" -> "250 hardswish__1" [label="(1, 96, 28, 28)", style=solid]; +"250 hardswish__1" -> "253 quantize_per_channel_default_39" [label="(1, 96, 28, 28)", style=solid]; +"251 _2_scale_3" -> "253 quantize_per_channel_default_39" [label="(96,)", style=solid]; +"251 _2_scale_3" -> "254 dequantize_per_channel_default_39" [label="(96,)", style=solid]; +"252 _2_zero_point_3" -> "253 quantize_per_channel_default_39" [label="(96,)", style=solid]; +"252 _2_zero_point_3" -> "254 dequantize_per_channel_default_39" [label="(96,)", style=solid]; +"253 quantize_per_channel_default_39" -> "254 dequantize_per_channel_default_39" [label=None, style=solid]; +"254 dequantize_per_channel_default_39" -> "256 conv2d_12" [label=None, style=solid]; +"255 features_4_block_1_0_weight_bias" -> "256 conv2d_12" [label="(96,)", style=solid]; +"256 conv2d_12" -> "257 hardswish__2" [label="(1, 96, 14, 14)", style=solid]; +"257 hardswish__2" -> "258 quantize_per_tensor_default_10" [label="(1, 96, 14, 14)", style=solid]; +"258 quantize_per_tensor_default_10" -> "259 dequantize_per_tensor_default_10" [label=None, style=solid]; +"258 quantize_per_tensor_default_10" -> "260 dequantize_per_tensor_default_53" [label=None, style=solid]; +"259 dequantize_per_tensor_default_10" -> "261 adaptive_avg_pool2d_1" [label=None, style=solid]; +"260 dequantize_per_tensor_default_53" -> "268 mul_1" [label=None, style=solid]; +"261 adaptive_avg_pool2d_1" -> "262 conv2d_13" [label="(1, 96, 1, 1)", style=solid]; +"262 conv2d_13" -> "263 relu_1" [label="(1, 24, 1, 1)", style=solid]; +"263 relu_1" -> "264 conv2d_14" [label="(1, 24, 1, 1)", style=solid]; +"264 conv2d_14" -> "265 hardsigmoid_1" [label="(1, 96, 1, 1)", style=solid]; +"265 hardsigmoid_1" -> "266 quantize_per_tensor_default_11" [label="(1, 96, 1, 1)", style=solid]; +"266 quantize_per_tensor_default_11" -> "267 dequantize_per_tensor_default_11" [label=None, style=solid]; +"267 dequantize_per_tensor_default_11" -> "268 mul_1" [label=None, style=solid]; +"268 mul_1" -> "269 quantize_per_tensor_default_12" [label="(1, 96, 14, 14)", style=solid]; +"269 quantize_per_tensor_default_12" -> "270 dequantize_per_tensor_default_12" [label=None, style=solid]; +"270 dequantize_per_tensor_default_12" -> "272 conv2d_15" [label=None, style=solid]; +"271 features_4_block_3_0_weight_bias" -> "272 conv2d_15" [label="(40,)", style=solid]; +"272 conv2d_15" -> "273 quantize_per_tensor_default_13" [label="(1, 40, 14, 14)", style=solid]; +"273 quantize_per_tensor_default_13" -> "274 dequantize_per_tensor_default_55" [label=None, style=solid]; +"273 quantize_per_tensor_default_13" -> "275 dequantize_per_tensor_default_54" [label=None, style=solid]; +"274 dequantize_per_tensor_default_55" -> "303 add__1" [label=None, style=solid]; +"275 dequantize_per_tensor_default_54" -> "277 conv2d_16" [label=None, style=solid]; +"276 features_5_block_0_0_weight_bias" -> "277 conv2d_16" [label="(240,)", style=solid]; +"277 conv2d_16" -> "278 hardswish__3" [label="(1, 240, 14, 14)", style=solid]; +"278 hardswish__3" -> "281 quantize_per_channel_default_40" [label="(1, 240, 14, 14)", style=solid]; +"279 _2_scale_4" -> "281 quantize_per_channel_default_40" [label="(240,)", style=solid]; +"279 _2_scale_4" -> "282 dequantize_per_channel_default_40" [label="(240,)", style=solid]; +"280 _2_zero_point_4" -> "281 quantize_per_channel_default_40" [label="(240,)", style=solid]; +"280 _2_zero_point_4" -> "282 dequantize_per_channel_default_40" [label="(240,)", style=solid]; +"281 quantize_per_channel_default_40" -> "282 dequantize_per_channel_default_40" [label=None, style=solid]; +"282 dequantize_per_channel_default_40" -> "284 conv2d_17" [label=None, style=solid]; +"283 features_5_block_1_0_weight_bias" -> "284 conv2d_17" [label="(240,)", style=solid]; +"284 conv2d_17" -> "285 hardswish__4" [label="(1, 240, 14, 14)", style=solid]; +"285 hardswish__4" -> "286 quantize_per_tensor_default_14" [label="(1, 240, 14, 14)", style=solid]; +"286 quantize_per_tensor_default_14" -> "287 dequantize_per_tensor_default_14" [label=None, style=solid]; +"286 quantize_per_tensor_default_14" -> "288 dequantize_per_tensor_default_56" [label=None, style=solid]; +"287 dequantize_per_tensor_default_14" -> "289 adaptive_avg_pool2d_2" [label=None, style=solid]; +"288 dequantize_per_tensor_default_56" -> "296 mul_2" [label=None, style=solid]; +"289 adaptive_avg_pool2d_2" -> "290 conv2d_18" [label="(1, 240, 1, 1)", style=solid]; +"290 conv2d_18" -> "291 relu_2" [label="(1, 64, 1, 1)", style=solid]; +"291 relu_2" -> "292 conv2d_19" [label="(1, 64, 1, 1)", style=solid]; +"292 conv2d_19" -> "293 hardsigmoid_2" [label="(1, 240, 1, 1)", style=solid]; +"293 hardsigmoid_2" -> "294 quantize_per_tensor_default_15" [label="(1, 240, 1, 1)", style=solid]; +"294 quantize_per_tensor_default_15" -> "295 dequantize_per_tensor_default_15" [label=None, style=solid]; +"295 dequantize_per_tensor_default_15" -> "296 mul_2" [label=None, style=solid]; +"296 mul_2" -> "297 quantize_per_tensor_default_16" [label="(1, 240, 14, 14)", style=solid]; +"297 quantize_per_tensor_default_16" -> "298 dequantize_per_tensor_default_16" [label=None, style=solid]; +"298 dequantize_per_tensor_default_16" -> "300 conv2d_20" [label=None, style=solid]; +"299 features_5_block_3_0_weight_bias" -> "300 conv2d_20" [label="(40,)", style=solid]; +"300 conv2d_20" -> "301 quantize_per_tensor_default_17" [label="(1, 40, 14, 14)", style=solid]; +"301 quantize_per_tensor_default_17" -> "302 dequantize_per_tensor_default_17" [label=None, style=solid]; +"302 dequantize_per_tensor_default_17" -> "303 add__1" [label=None, style=solid]; +"303 add__1" -> "304 quantize_per_tensor_default_18" [label="(1, 40, 14, 14)", style=solid]; +"304 quantize_per_tensor_default_18" -> "305 dequantize_per_tensor_default_58" [label=None, style=solid]; +"304 quantize_per_tensor_default_18" -> "306 dequantize_per_tensor_default_57" [label=None, style=solid]; +"305 dequantize_per_tensor_default_58" -> "334 add__2" [label=None, style=solid]; +"306 dequantize_per_tensor_default_57" -> "308 conv2d_21" [label=None, style=solid]; +"307 features_6_block_0_0_weight_bias" -> "308 conv2d_21" [label="(240,)", style=solid]; +"308 conv2d_21" -> "309 hardswish__5" [label="(1, 240, 14, 14)", style=solid]; +"309 hardswish__5" -> "312 quantize_per_channel_default_41" [label="(1, 240, 14, 14)", style=solid]; +"310 _2_scale_5" -> "312 quantize_per_channel_default_41" [label="(240,)", style=solid]; +"310 _2_scale_5" -> "313 dequantize_per_channel_default_41" [label="(240,)", style=solid]; +"311 _2_zero_point_5" -> "312 quantize_per_channel_default_41" [label="(240,)", style=solid]; +"311 _2_zero_point_5" -> "313 dequantize_per_channel_default_41" [label="(240,)", style=solid]; +"312 quantize_per_channel_default_41" -> "313 dequantize_per_channel_default_41" [label=None, style=solid]; +"313 dequantize_per_channel_default_41" -> "315 conv2d_22" [label=None, style=solid]; +"314 features_6_block_1_0_weight_bias" -> "315 conv2d_22" [label="(240,)", style=solid]; +"315 conv2d_22" -> "316 hardswish__6" [label="(1, 240, 14, 14)", style=solid]; +"316 hardswish__6" -> "317 quantize_per_tensor_default_19" [label="(1, 240, 14, 14)", style=solid]; +"317 quantize_per_tensor_default_19" -> "318 dequantize_per_tensor_default_19" [label=None, style=solid]; +"317 quantize_per_tensor_default_19" -> "319 dequantize_per_tensor_default_59" [label=None, style=solid]; +"318 dequantize_per_tensor_default_19" -> "320 adaptive_avg_pool2d_3" [label=None, style=solid]; +"319 dequantize_per_tensor_default_59" -> "327 mul_3" [label=None, style=solid]; +"320 adaptive_avg_pool2d_3" -> "321 conv2d_23" [label="(1, 240, 1, 1)", style=solid]; +"321 conv2d_23" -> "322 relu_3" [label="(1, 64, 1, 1)", style=solid]; +"322 relu_3" -> "323 conv2d_24" [label="(1, 64, 1, 1)", style=solid]; +"323 conv2d_24" -> "324 hardsigmoid_3" [label="(1, 240, 1, 1)", style=solid]; +"324 hardsigmoid_3" -> "325 quantize_per_tensor_default_20" [label="(1, 240, 1, 1)", style=solid]; +"325 quantize_per_tensor_default_20" -> "326 dequantize_per_tensor_default_20" [label=None, style=solid]; +"326 dequantize_per_tensor_default_20" -> "327 mul_3" [label=None, style=solid]; +"327 mul_3" -> "328 quantize_per_tensor_default_21" [label="(1, 240, 14, 14)", style=solid]; +"328 quantize_per_tensor_default_21" -> "329 dequantize_per_tensor_default_21" [label=None, style=solid]; +"329 dequantize_per_tensor_default_21" -> "331 conv2d_25" [label=None, style=solid]; +"330 features_6_block_3_0_weight_bias" -> "331 conv2d_25" [label="(40,)", style=solid]; +"331 conv2d_25" -> "332 quantize_per_tensor_default_22" [label="(1, 40, 14, 14)", style=solid]; +"332 quantize_per_tensor_default_22" -> "333 dequantize_per_tensor_default_22" [label=None, style=solid]; +"333 dequantize_per_tensor_default_22" -> "334 add__2" [label=None, style=solid]; +"334 add__2" -> "335 quantize_per_tensor_default_23" [label="(1, 40, 14, 14)", style=solid]; +"335 quantize_per_tensor_default_23" -> "336 dequantize_per_tensor_default_23" [label=None, style=solid]; +"336 dequantize_per_tensor_default_23" -> "338 conv2d_26" [label=None, style=solid]; +"337 features_7_block_0_0_weight_bias" -> "338 conv2d_26" [label="(120,)", style=solid]; +"338 conv2d_26" -> "339 hardswish__7" [label="(1, 120, 14, 14)", style=solid]; +"339 hardswish__7" -> "342 quantize_per_channel_default_42" [label="(1, 120, 14, 14)", style=solid]; +"340 _2_scale_6" -> "342 quantize_per_channel_default_42" [label="(120,)", style=solid]; +"340 _2_scale_6" -> "343 dequantize_per_channel_default_42" [label="(120,)", style=solid]; +"341 _2_zero_point_6" -> "342 quantize_per_channel_default_42" [label="(120,)", style=solid]; +"341 _2_zero_point_6" -> "343 dequantize_per_channel_default_42" [label="(120,)", style=solid]; +"342 quantize_per_channel_default_42" -> "343 dequantize_per_channel_default_42" [label=None, style=solid]; +"343 dequantize_per_channel_default_42" -> "345 conv2d_27" [label=None, style=solid]; +"344 features_7_block_1_0_weight_bias" -> "345 conv2d_27" [label="(120,)", style=solid]; +"345 conv2d_27" -> "346 hardswish__8" [label="(1, 120, 14, 14)", style=solid]; +"346 hardswish__8" -> "347 quantize_per_tensor_default_24" [label="(1, 120, 14, 14)", style=solid]; +"347 quantize_per_tensor_default_24" -> "348 dequantize_per_tensor_default_24" [label=None, style=solid]; +"347 quantize_per_tensor_default_24" -> "349 dequantize_per_tensor_default_60" [label=None, style=solid]; +"348 dequantize_per_tensor_default_24" -> "350 adaptive_avg_pool2d_4" [label=None, style=solid]; +"349 dequantize_per_tensor_default_60" -> "357 mul_4" [label=None, style=solid]; +"350 adaptive_avg_pool2d_4" -> "351 conv2d_28" [label="(1, 120, 1, 1)", style=solid]; +"351 conv2d_28" -> "352 relu_4" [label="(1, 32, 1, 1)", style=solid]; +"352 relu_4" -> "353 conv2d_29" [label="(1, 32, 1, 1)", style=solid]; +"353 conv2d_29" -> "354 hardsigmoid_4" [label="(1, 120, 1, 1)", style=solid]; +"354 hardsigmoid_4" -> "355 quantize_per_tensor_default_25" [label="(1, 120, 1, 1)", style=solid]; +"355 quantize_per_tensor_default_25" -> "356 dequantize_per_tensor_default_25" [label=None, style=solid]; +"356 dequantize_per_tensor_default_25" -> "357 mul_4" [label=None, style=solid]; +"357 mul_4" -> "358 quantize_per_tensor_default_26" [label="(1, 120, 14, 14)", style=solid]; +"358 quantize_per_tensor_default_26" -> "359 dequantize_per_tensor_default_26" [label=None, style=solid]; +"359 dequantize_per_tensor_default_26" -> "361 conv2d_30" [label=None, style=solid]; +"360 features_7_block_3_0_weight_bias" -> "361 conv2d_30" [label="(48,)", style=solid]; +"361 conv2d_30" -> "362 quantize_per_tensor_default_27" [label="(1, 48, 14, 14)", style=solid]; +"362 quantize_per_tensor_default_27" -> "363 dequantize_per_tensor_default_62" [label=None, style=solid]; +"362 quantize_per_tensor_default_27" -> "364 dequantize_per_tensor_default_61" [label=None, style=solid]; +"363 dequantize_per_tensor_default_62" -> "392 add__3" [label=None, style=solid]; +"364 dequantize_per_tensor_default_61" -> "366 conv2d_31" [label=None, style=solid]; +"365 features_8_block_0_0_weight_bias" -> "366 conv2d_31" [label="(144,)", style=solid]; +"366 conv2d_31" -> "367 hardswish__9" [label="(1, 144, 14, 14)", style=solid]; +"367 hardswish__9" -> "370 quantize_per_channel_default_43" [label="(1, 144, 14, 14)", style=solid]; +"368 _2_scale_7" -> "370 quantize_per_channel_default_43" [label="(144,)", style=solid]; +"368 _2_scale_7" -> "371 dequantize_per_channel_default_43" [label="(144,)", style=solid]; +"369 _2_zero_point_7" -> "370 quantize_per_channel_default_43" [label="(144,)", style=solid]; +"369 _2_zero_point_7" -> "371 dequantize_per_channel_default_43" [label="(144,)", style=solid]; +"370 quantize_per_channel_default_43" -> "371 dequantize_per_channel_default_43" [label=None, style=solid]; +"371 dequantize_per_channel_default_43" -> "373 conv2d_32" [label=None, style=solid]; +"372 features_8_block_1_0_weight_bias" -> "373 conv2d_32" [label="(144,)", style=solid]; +"373 conv2d_32" -> "374 hardswish__10" [label="(1, 144, 14, 14)", style=solid]; +"374 hardswish__10" -> "375 quantize_per_tensor_default_28" [label="(1, 144, 14, 14)", style=solid]; +"375 quantize_per_tensor_default_28" -> "376 dequantize_per_tensor_default_28" [label=None, style=solid]; +"375 quantize_per_tensor_default_28" -> "377 dequantize_per_tensor_default_63" [label=None, style=solid]; +"376 dequantize_per_tensor_default_28" -> "378 adaptive_avg_pool2d_5" [label=None, style=solid]; +"377 dequantize_per_tensor_default_63" -> "385 mul_5" [label=None, style=solid]; +"378 adaptive_avg_pool2d_5" -> "379 conv2d_33" [label="(1, 144, 1, 1)", style=solid]; +"379 conv2d_33" -> "380 relu_5" [label="(1, 40, 1, 1)", style=solid]; +"380 relu_5" -> "381 conv2d_34" [label="(1, 40, 1, 1)", style=solid]; +"381 conv2d_34" -> "382 hardsigmoid_5" [label="(1, 144, 1, 1)", style=solid]; +"382 hardsigmoid_5" -> "383 quantize_per_tensor_default_29" [label="(1, 144, 1, 1)", style=solid]; +"383 quantize_per_tensor_default_29" -> "384 dequantize_per_tensor_default_29" [label=None, style=solid]; +"384 dequantize_per_tensor_default_29" -> "385 mul_5" [label=None, style=solid]; +"385 mul_5" -> "386 quantize_per_tensor_default_30" [label="(1, 144, 14, 14)", style=solid]; +"386 quantize_per_tensor_default_30" -> "387 dequantize_per_tensor_default_30" [label=None, style=solid]; +"387 dequantize_per_tensor_default_30" -> "389 conv2d_35" [label=None, style=solid]; +"388 features_8_block_3_0_weight_bias" -> "389 conv2d_35" [label="(48,)", style=solid]; +"389 conv2d_35" -> "390 quantize_per_tensor_default_31" [label="(1, 48, 14, 14)", style=solid]; +"390 quantize_per_tensor_default_31" -> "391 dequantize_per_tensor_default_31" [label=None, style=solid]; +"391 dequantize_per_tensor_default_31" -> "392 add__3" [label=None, style=solid]; +"392 add__3" -> "393 quantize_per_tensor_default_32" [label="(1, 48, 14, 14)", style=solid]; +"393 quantize_per_tensor_default_32" -> "394 dequantize_per_tensor_default_32" [label=None, style=solid]; +"394 dequantize_per_tensor_default_32" -> "396 conv2d_36" [label=None, style=solid]; +"395 features_9_block_0_0_weight_bias" -> "396 conv2d_36" [label="(288,)", style=solid]; +"396 conv2d_36" -> "397 hardswish__11" [label="(1, 288, 14, 14)", style=solid]; +"397 hardswish__11" -> "400 quantize_per_channel_default_44" [label="(1, 288, 14, 14)", style=solid]; +"398 _2_scale_8" -> "400 quantize_per_channel_default_44" [label="(288,)", style=solid]; +"398 _2_scale_8" -> "401 dequantize_per_channel_default_44" [label="(288,)", style=solid]; +"399 _2_zero_point_8" -> "400 quantize_per_channel_default_44" [label="(288,)", style=solid]; +"399 _2_zero_point_8" -> "401 dequantize_per_channel_default_44" [label="(288,)", style=solid]; +"400 quantize_per_channel_default_44" -> "401 dequantize_per_channel_default_44" [label=None, style=solid]; +"401 dequantize_per_channel_default_44" -> "403 conv2d_37" [label=None, style=solid]; +"402 features_9_block_1_0_weight_bias" -> "403 conv2d_37" [label="(288,)", style=solid]; +"403 conv2d_37" -> "404 hardswish__12" [label="(1, 288, 7, 7)", style=solid]; +"404 hardswish__12" -> "405 quantize_per_tensor_default_33" [label="(1, 288, 7, 7)", style=solid]; +"405 quantize_per_tensor_default_33" -> "406 dequantize_per_tensor_default_33" [label=None, style=solid]; +"405 quantize_per_tensor_default_33" -> "407 dequantize_per_tensor_default_64" [label=None, style=solid]; +"406 dequantize_per_tensor_default_33" -> "408 adaptive_avg_pool2d_6" [label=None, style=solid]; +"407 dequantize_per_tensor_default_64" -> "415 mul_6" [label=None, style=solid]; +"408 adaptive_avg_pool2d_6" -> "409 conv2d_38" [label="(1, 288, 1, 1)", style=solid]; +"409 conv2d_38" -> "410 relu_6" [label="(1, 72, 1, 1)", style=solid]; +"410 relu_6" -> "411 conv2d_39" [label="(1, 72, 1, 1)", style=solid]; +"411 conv2d_39" -> "412 hardsigmoid_6" [label="(1, 288, 1, 1)", style=solid]; +"412 hardsigmoid_6" -> "413 quantize_per_tensor_default_34" [label="(1, 288, 1, 1)", style=solid]; +"413 quantize_per_tensor_default_34" -> "414 dequantize_per_tensor_default_34" [label=None, style=solid]; +"414 dequantize_per_tensor_default_34" -> "415 mul_6" [label=None, style=solid]; +"415 mul_6" -> "416 quantize_per_tensor_default_35" [label="(1, 288, 7, 7)", style=solid]; +"416 quantize_per_tensor_default_35" -> "417 dequantize_per_tensor_default_35" [label=None, style=solid]; +"417 dequantize_per_tensor_default_35" -> "419 conv2d_40" [label=None, style=solid]; +"418 features_9_block_3_0_weight_bias" -> "419 conv2d_40" [label="(96,)", style=solid]; +"419 conv2d_40" -> "420 quantize_per_tensor_default_36" [label="(1, 96, 7, 7)", style=solid]; +"420 quantize_per_tensor_default_36" -> "421 dequantize_per_tensor_default_66" [label=None, style=solid]; +"420 quantize_per_tensor_default_36" -> "422 dequantize_per_tensor_default_65" [label=None, style=solid]; +"421 dequantize_per_tensor_default_66" -> "450 add__4" [label=None, style=solid]; +"422 dequantize_per_tensor_default_65" -> "424 conv2d_41" [label=None, style=solid]; +"423 features_10_block_0_0_weight_bias" -> "424 conv2d_41" [label="(576,)", style=solid]; +"424 conv2d_41" -> "425 hardswish__13" [label="(1, 576, 7, 7)", style=solid]; +"425 hardswish__13" -> "428 quantize_per_channel_default_45" [label="(1, 576, 7, 7)", style=solid]; +"426 _2_scale_9" -> "428 quantize_per_channel_default_45" [label="(576,)", style=solid]; +"426 _2_scale_9" -> "429 dequantize_per_channel_default_45" [label="(576,)", style=solid]; +"427 _2_zero_point_9" -> "428 quantize_per_channel_default_45" [label="(576,)", style=solid]; +"427 _2_zero_point_9" -> "429 dequantize_per_channel_default_45" [label="(576,)", style=solid]; +"428 quantize_per_channel_default_45" -> "429 dequantize_per_channel_default_45" [label=None, style=solid]; +"429 dequantize_per_channel_default_45" -> "431 conv2d_42" [label=None, style=solid]; +"430 features_10_block_1_0_weight_bias" -> "431 conv2d_42" [label="(576,)", style=solid]; +"431 conv2d_42" -> "432 hardswish__14" [label="(1, 576, 7, 7)", style=solid]; +"432 hardswish__14" -> "433 quantize_per_tensor_default_37" [label="(1, 576, 7, 7)", style=solid]; +"433 quantize_per_tensor_default_37" -> "434 dequantize_per_tensor_default_37" [label=None, style=solid]; +"433 quantize_per_tensor_default_37" -> "435 dequantize_per_tensor_default_67" [label=None, style=solid]; +"434 dequantize_per_tensor_default_37" -> "436 adaptive_avg_pool2d_7" [label=None, style=solid]; +"435 dequantize_per_tensor_default_67" -> "443 mul_7" [label=None, style=solid]; +"436 adaptive_avg_pool2d_7" -> "437 conv2d_43" [label="(1, 576, 1, 1)", style=solid]; +"437 conv2d_43" -> "438 relu_7" [label="(1, 144, 1, 1)", style=solid]; +"438 relu_7" -> "439 conv2d_44" [label="(1, 144, 1, 1)", style=solid]; +"439 conv2d_44" -> "440 hardsigmoid_7" [label="(1, 576, 1, 1)", style=solid]; +"440 hardsigmoid_7" -> "441 quantize_per_tensor_default_38" [label="(1, 576, 1, 1)", style=solid]; +"441 quantize_per_tensor_default_38" -> "442 dequantize_per_tensor_default_38" [label=None, style=solid]; +"442 dequantize_per_tensor_default_38" -> "443 mul_7" [label=None, style=solid]; +"443 mul_7" -> "444 quantize_per_tensor_default_39" [label="(1, 576, 7, 7)", style=solid]; +"444 quantize_per_tensor_default_39" -> "445 dequantize_per_tensor_default_39" [label=None, style=solid]; +"445 dequantize_per_tensor_default_39" -> "447 conv2d_45" [label=None, style=solid]; +"446 features_10_block_3_0_weight_bias" -> "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_40" [label=None, style=solid]; +"449 dequantize_per_tensor_default_40" -> "450 add__4" [label=None, style=solid]; +"450 add__4" -> "451 quantize_per_tensor_default_41" [label="(1, 96, 7, 7)", style=solid]; +"451 quantize_per_tensor_default_41" -> "452 dequantize_per_tensor_default_69" [label=None, style=solid]; +"451 quantize_per_tensor_default_41" -> "453 dequantize_per_tensor_default_68" [label=None, style=solid]; +"452 dequantize_per_tensor_default_69" -> "481 add__5" [label=None, style=solid]; +"453 dequantize_per_tensor_default_68" -> "455 conv2d_46" [label=None, style=solid]; +"454 features_11_block_0_0_weight_bias" -> "455 conv2d_46" [label="(576,)", style=solid]; +"455 conv2d_46" -> "456 hardswish__15" [label="(1, 576, 7, 7)", style=solid]; +"456 hardswish__15" -> "459 quantize_per_channel_default_46" [label="(1, 576, 7, 7)", style=solid]; +"457 _2_scale_10" -> "459 quantize_per_channel_default_46" [label="(576,)", style=solid]; +"457 _2_scale_10" -> "460 dequantize_per_channel_default_46" [label="(576,)", style=solid]; +"458 _2_zero_point_10" -> "459 quantize_per_channel_default_46" [label="(576,)", style=solid]; +"458 _2_zero_point_10" -> "460 dequantize_per_channel_default_46" [label="(576,)", style=solid]; +"459 quantize_per_channel_default_46" -> "460 dequantize_per_channel_default_46" [label=None, style=solid]; +"460 dequantize_per_channel_default_46" -> "462 conv2d_47" [label=None, style=solid]; +"461 features_11_block_1_0_weight_bias" -> "462 conv2d_47" [label="(576,)", style=solid]; +"462 conv2d_47" -> "463 hardswish__16" [label="(1, 576, 7, 7)", style=solid]; +"463 hardswish__16" -> "464 quantize_per_tensor_default_42" [label="(1, 576, 7, 7)", style=solid]; +"464 quantize_per_tensor_default_42" -> "465 dequantize_per_tensor_default_42" [label=None, style=solid]; +"464 quantize_per_tensor_default_42" -> "466 dequantize_per_tensor_default_70" [label=None, style=solid]; +"465 dequantize_per_tensor_default_42" -> "467 adaptive_avg_pool2d_8" [label=None, style=solid]; +"466 dequantize_per_tensor_default_70" -> "474 mul_8" [label=None, style=solid]; +"467 adaptive_avg_pool2d_8" -> "468 conv2d_48" [label="(1, 576, 1, 1)", style=solid]; +"468 conv2d_48" -> "469 relu_8" [label="(1, 144, 1, 1)", style=solid]; +"469 relu_8" -> "470 conv2d_49" [label="(1, 144, 1, 1)", style=solid]; +"470 conv2d_49" -> "471 hardsigmoid_8" [label="(1, 576, 1, 1)", style=solid]; +"471 hardsigmoid_8" -> "472 quantize_per_tensor_default_43" [label="(1, 576, 1, 1)", style=solid]; +"472 quantize_per_tensor_default_43" -> "473 dequantize_per_tensor_default_43" [label=None, style=solid]; +"473 dequantize_per_tensor_default_43" -> "474 mul_8" [label=None, style=solid]; +"474 mul_8" -> "475 quantize_per_tensor_default_44" [label="(1, 576, 7, 7)", style=solid]; +"475 quantize_per_tensor_default_44" -> "476 dequantize_per_tensor_default_44" [label=None, style=solid]; +"476 dequantize_per_tensor_default_44" -> "478 conv2d_50" [label=None, style=solid]; +"477 features_11_block_3_0_weight_bias" -> "478 conv2d_50" [label="(96,)", style=solid]; +"478 conv2d_50" -> "479 quantize_per_tensor_default_45" [label="(1, 96, 7, 7)", style=solid]; +"479 quantize_per_tensor_default_45" -> "480 dequantize_per_tensor_default_45" [label=None, style=solid]; +"480 dequantize_per_tensor_default_45" -> "481 add__5" [label=None, style=solid]; +"481 add__5" -> "482 quantize_per_tensor_default_46" [label="(1, 96, 7, 7)", style=solid]; +"482 quantize_per_tensor_default_46" -> "483 dequantize_per_tensor_default_46" [label=None, style=solid]; +"483 dequantize_per_tensor_default_46" -> "485 conv2d_51" [label=None, style=solid]; +"484 features_12_0_weight_bias" -> "485 conv2d_51" [label="(576,)", style=solid]; +"485 conv2d_51" -> "486 hardswish__17" [label="(1, 576, 7, 7)", style=solid]; +"486 hardswish__17" -> "487 quantize_per_tensor_default_47" [label="(1, 576, 7, 7)", style=solid]; +"487 quantize_per_tensor_default_47" -> "488 dequantize_per_tensor_default_47" [label=None, style=solid]; +"488 dequantize_per_tensor_default_47" -> "489 adaptive_avg_pool2d_9" [label=None, style=solid]; +"489 adaptive_avg_pool2d_9" -> "490 quantize_per_tensor_default_48" [label="(1, 576, 1, 1)", style=solid]; +"490 quantize_per_tensor_default_48" -> "491 dequantize_per_tensor_default_48" [label=None, style=solid]; +"491 dequantize_per_tensor_default_48" -> "492 flatten" [label=None, style=solid]; +"492 flatten" -> "493 linear" [label="(1, 576)", style=solid]; +"493 linear" -> "494 hardswish__18" [label="(1, 1024)", style=solid]; +"494 hardswish__18" -> "495 quantize_per_tensor_default_49" [label="(1, 1024)", style=solid]; +"495 quantize_per_tensor_default_49" -> "496 dequantize_per_tensor_default_49" [label=None, style=solid]; +"496 dequantize_per_tensor_default_49" -> "497 dropout_" [label=None, style=solid]; +"497 dropout_" -> "498 linear_1" [label="(1, 1024)", style=solid]; +"498 linear_1" -> "499 output_1" [label="(1, 1000)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/resnet18.dot b/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/resnet18.dot new file mode 100644 index 00000000000..8b57fcd27eb --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/resnet18.dot @@ -0,0 +1,455 @@ +strict digraph { +"0 _scale_0" [id=0, type=get_attr]; +"1 _zero_point_0" [id=1, type=get_attr]; +"2 _frozen_param0" [id=2, type=get_attr]; +"3 dequantize_per_channel_default" [id=3, type=dequantize_per_channel]; +"4 _scale_1" [id=4, type=get_attr]; +"5 _zero_point_1" [id=5, type=get_attr]; +"6 _frozen_param1" [id=6, type=get_attr]; +"7 dequantize_per_channel_default_1" [id=7, type=dequantize_per_channel]; +"8 _scale_2" [id=8, type=get_attr]; +"9 _zero_point_2" [id=9, type=get_attr]; +"10 _frozen_param2" [id=10, type=get_attr]; +"11 dequantize_per_channel_default_2" [id=11, type=dequantize_per_channel]; +"12 _scale_3" [id=12, type=get_attr]; +"13 _zero_point_3" [id=13, type=get_attr]; +"14 _frozen_param3" [id=14, type=get_attr]; +"15 dequantize_per_channel_default_3" [id=15, type=dequantize_per_channel]; +"16 _scale_4" [id=16, type=get_attr]; +"17 _zero_point_4" [id=17, type=get_attr]; +"18 _frozen_param4" [id=18, type=get_attr]; +"19 dequantize_per_channel_default_4" [id=19, type=dequantize_per_channel]; +"20 _scale_5" [id=20, type=get_attr]; +"21 _zero_point_5" [id=21, type=get_attr]; +"22 _frozen_param5" [id=22, type=get_attr]; +"23 dequantize_per_channel_default_5" [id=23, type=dequantize_per_channel]; +"24 _scale_6" [id=24, type=get_attr]; +"25 _zero_point_6" [id=25, type=get_attr]; +"26 _frozen_param6" [id=26, type=get_attr]; +"27 dequantize_per_channel_default_6" [id=27, type=dequantize_per_channel]; +"28 _scale_7" [id=28, type=get_attr]; +"29 _zero_point_7" [id=29, type=get_attr]; +"30 _frozen_param7" [id=30, type=get_attr]; +"31 dequantize_per_channel_default_7" [id=31, type=dequantize_per_channel]; +"32 _scale_8" [id=32, type=get_attr]; +"33 _zero_point_8" [id=33, type=get_attr]; +"34 _frozen_param8" [id=34, type=get_attr]; +"35 dequantize_per_channel_default_8" [id=35, type=dequantize_per_channel]; +"36 _scale_9" [id=36, type=get_attr]; +"37 _zero_point_9" [id=37, type=get_attr]; +"38 _frozen_param9" [id=38, type=get_attr]; +"39 dequantize_per_channel_default_9" [id=39, type=dequantize_per_channel]; +"40 _scale_10" [id=40, type=get_attr]; 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type=dequantize_per_channel]; +"60 _scale_15" [id=60, type=get_attr]; +"61 _zero_point_15" [id=61, type=get_attr]; +"62 _frozen_param15" [id=62, type=get_attr]; +"63 dequantize_per_channel_default_15" [id=63, type=dequantize_per_channel]; +"64 _scale_16" [id=64, type=get_attr]; +"65 _zero_point_16" [id=65, type=get_attr]; +"66 _frozen_param16" [id=66, type=get_attr]; +"67 dequantize_per_channel_default_16" [id=67, type=dequantize_per_channel]; +"68 _scale_17" [id=68, type=get_attr]; +"69 _zero_point_17" [id=69, type=get_attr]; +"70 _frozen_param17" [id=70, type=get_attr]; +"71 dequantize_per_channel_default_17" [id=71, type=dequantize_per_channel]; +"72 _scale_18" [id=72, type=get_attr]; +"73 _zero_point_18" [id=73, type=get_attr]; +"74 _frozen_param18" [id=74, type=get_attr]; +"75 dequantize_per_channel_default_18" [id=75, type=dequantize_per_channel]; +"76 _scale_19" [id=76, type=get_attr]; +"77 _zero_point_19" [id=77, type=get_attr]; +"78 _frozen_param19" [id=78, type=get_attr]; 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type=conv2d]; +"115 quantize_per_tensor_default_6" [id=115, type=quantize_per_tensor]; +"116 dequantize_per_tensor_default_6" [id=116, type=dequantize_per_tensor]; +"117 add__1" [id=117, type=add_]; +"118 relu__4" [id=118, type=relu_]; +"119 quantize_per_tensor_default_7" [id=119, type=quantize_per_tensor]; +"120 dequantize_per_tensor_default_32" [id=120, type=dequantize_per_tensor]; +"121 dequantize_per_tensor_default_31" [id=121, type=dequantize_per_tensor]; +"122 layer2_0_conv1_weight_bias" [id=122, type=get_attr]; +"123 conv2d_5" [id=123, type=conv2d]; +"124 relu__5" [id=124, type=relu_]; +"125 quantize_per_tensor_default_8" [id=125, type=quantize_per_tensor]; +"126 dequantize_per_tensor_default_8" [id=126, type=dequantize_per_tensor]; +"127 layer2_0_conv2_weight_bias" [id=127, type=get_attr]; +"128 conv2d_6" [id=128, type=conv2d]; +"129 quantize_per_tensor_default_9" [id=129, type=quantize_per_tensor]; +"130 dequantize_per_tensor_default_9" [id=130, type=dequantize_per_tensor]; +"131 layer2_0_downsample_0_weight_bias" [id=131, type=get_attr]; +"132 conv2d_7" [id=132, type=conv2d]; +"133 quantize_per_tensor_default_10" [id=133, type=quantize_per_tensor]; +"134 dequantize_per_tensor_default_10" [id=134, type=dequantize_per_tensor]; +"135 add__2" [id=135, type=add_]; +"136 relu__6" [id=136, type=relu_]; +"137 quantize_per_tensor_default_11" [id=137, type=quantize_per_tensor]; +"138 dequantize_per_tensor_default_11" [id=138, type=dequantize_per_tensor]; +"139 dequantize_per_tensor_default_33" [id=139, type=dequantize_per_tensor]; +"140 layer2_1_conv1_weight_bias" [id=140, type=get_attr]; +"141 conv2d_8" [id=141, type=conv2d]; +"142 relu__7" [id=142, type=relu_]; +"143 quantize_per_tensor_default_12" [id=143, type=quantize_per_tensor]; +"144 dequantize_per_tensor_default_12" [id=144, type=dequantize_per_tensor]; +"145 layer2_1_conv2_weight_bias" [id=145, type=get_attr]; +"146 conv2d_9" [id=146, type=conv2d]; +"147 quantize_per_tensor_default_13" [id=147, type=quantize_per_tensor]; +"148 dequantize_per_tensor_default_13" [id=148, type=dequantize_per_tensor]; +"149 add__3" [id=149, type=add_]; +"150 relu__8" [id=150, type=relu_]; +"151 quantize_per_tensor_default_14" [id=151, type=quantize_per_tensor]; +"152 dequantize_per_tensor_default_35" [id=152, type=dequantize_per_tensor]; +"153 dequantize_per_tensor_default_34" [id=153, type=dequantize_per_tensor]; +"154 layer3_0_conv1_weight_bias" [id=154, type=get_attr]; +"155 conv2d_10" [id=155, type=conv2d]; +"156 relu__9" [id=156, type=relu_]; +"157 quantize_per_tensor_default_15" [id=157, type=quantize_per_tensor]; +"158 dequantize_per_tensor_default_15" [id=158, type=dequantize_per_tensor]; +"159 layer3_0_conv2_weight_bias" [id=159, type=get_attr]; +"160 conv2d_11" [id=160, type=conv2d]; +"161 quantize_per_tensor_default_16" [id=161, type=quantize_per_tensor]; +"162 dequantize_per_tensor_default_16" [id=162, type=dequantize_per_tensor]; +"163 layer3_0_downsample_0_weight_bias" [id=163, type=get_attr]; +"164 conv2d_12" [id=164, type=conv2d]; +"165 quantize_per_tensor_default_17" [id=165, type=quantize_per_tensor]; +"166 dequantize_per_tensor_default_17" [id=166, type=dequantize_per_tensor]; +"167 add__4" [id=167, type=add_]; +"168 relu__10" [id=168, type=relu_]; +"169 quantize_per_tensor_default_18" [id=169, type=quantize_per_tensor]; +"170 dequantize_per_tensor_default_18" [id=170, type=dequantize_per_tensor]; +"171 dequantize_per_tensor_default_36" [id=171, type=dequantize_per_tensor]; +"172 layer3_1_conv1_weight_bias" [id=172, type=get_attr]; +"173 conv2d_13" [id=173, type=conv2d]; +"174 relu__11" [id=174, type=relu_]; +"175 quantize_per_tensor_default_19" [id=175, type=quantize_per_tensor]; +"176 dequantize_per_tensor_default_19" [id=176, type=dequantize_per_tensor]; +"177 layer3_1_conv2_weight_bias" [id=177, type=get_attr]; +"178 conv2d_14" [id=178, type=conv2d]; +"179 quantize_per_tensor_default_20" [id=179, type=quantize_per_tensor]; +"180 dequantize_per_tensor_default_20" [id=180, type=dequantize_per_tensor]; +"181 add__5" [id=181, type=add_]; +"182 relu__12" [id=182, type=relu_]; +"183 quantize_per_tensor_default_21" [id=183, type=quantize_per_tensor]; +"184 dequantize_per_tensor_default_38" [id=184, type=dequantize_per_tensor]; +"185 dequantize_per_tensor_default_37" [id=185, type=dequantize_per_tensor]; +"186 layer4_0_conv1_weight_bias" [id=186, type=get_attr]; +"187 conv2d_15" [id=187, type=conv2d]; +"188 relu__13" [id=188, type=relu_]; +"189 quantize_per_tensor_default_22" [id=189, type=quantize_per_tensor]; +"190 dequantize_per_tensor_default_22" [id=190, type=dequantize_per_tensor]; +"191 layer4_0_conv2_weight_bias" [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_23" [id=194, type=dequantize_per_tensor]; +"195 layer4_0_downsample_0_weight_bias" [id=195, type=get_attr]; +"196 conv2d_17" [id=196, type=conv2d]; +"197 quantize_per_tensor_default_24" [id=197, type=quantize_per_tensor]; +"198 dequantize_per_tensor_default_24" [id=198, type=dequantize_per_tensor]; +"199 add__6" [id=199, type=add_]; +"200 relu__14" [id=200, type=relu_]; +"201 quantize_per_tensor_default_25" [id=201, type=quantize_per_tensor]; +"202 dequantize_per_tensor_default_25" [id=202, type=dequantize_per_tensor]; +"203 dequantize_per_tensor_default_39" [id=203, type=dequantize_per_tensor]; +"204 layer4_1_conv1_weight_bias" [id=204, type=get_attr]; +"205 conv2d_18" [id=205, type=conv2d]; +"206 relu__15" [id=206, type=relu_]; +"207 quantize_per_tensor_default_26" [id=207, type=quantize_per_tensor]; +"208 dequantize_per_tensor_default_26" [id=208, type=dequantize_per_tensor]; +"209 layer4_1_conv2_weight_bias" [id=209, type=get_attr]; +"210 conv2d_19" [id=210, type=conv2d]; +"211 quantize_per_tensor_default_27" [id=211, type=quantize_per_tensor]; +"212 dequantize_per_tensor_default_27" [id=212, type=dequantize_per_tensor]; +"213 add__7" [id=213, type=add_]; +"214 relu__16" [id=214, type=relu_]; +"215 quantize_per_tensor_default_28" [id=215, type=quantize_per_tensor]; +"216 dequantize_per_tensor_default_28" [id=216, type=dequantize_per_tensor]; +"217 adaptive_avg_pool2d" [id=217, type=adaptive_avg_pool2d]; +"218 quantize_per_tensor_default_29" [id=218, type=quantize_per_tensor]; +"219 dequantize_per_tensor_default_29" [id=219, type=dequantize_per_tensor]; +"220 flatten" [id=220, type=flatten]; +"221 linear" [id=221, type=linear]; +"222 output_1" [id=222, type=output]; +"0 _scale_0" -> "3 dequantize_per_channel_default" [label="(64,)", style=solid]; +"1 _zero_point_0" -> "3 dequantize_per_channel_default" [label="(64,)", style=solid]; +"2 _frozen_param0" -> "3 dequantize_per_channel_default" [label="(64, 3, 7, 7)", style=solid]; +"3 dequantize_per_channel_default" -> "89 conv2d" [label=None, style=solid]; +"4 _scale_1" -> "7 dequantize_per_channel_default_1" [label="(64,)", style=solid]; +"5 _zero_point_1" -> "7 dequantize_per_channel_default_1" [label="(64,)", style=solid]; +"6 _frozen_param1" -> "7 dequantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; +"7 dequantize_per_channel_default_1" -> "95 conv2d_1" [label=None, style=solid]; +"8 _scale_2" -> "11 dequantize_per_channel_default_2" [label="(64,)", style=solid]; +"9 _zero_point_2" -> "11 dequantize_per_channel_default_2" [label="(64,)", style=solid]; +"10 _frozen_param2" -> "11 dequantize_per_channel_default_2" [label="(64, 64, 3, 3)", style=solid]; +"11 dequantize_per_channel_default_2" -> "100 conv2d_2" [label=None, style=solid]; +"12 _scale_3" -> "15 dequantize_per_channel_default_3" [label="(64,)", style=solid]; +"13 _zero_point_3" -> "15 dequantize_per_channel_default_3" [label="(64,)", style=solid]; +"14 _frozen_param3" -> "15 dequantize_per_channel_default_3" [label="(64, 64, 3, 3)", style=solid]; +"15 dequantize_per_channel_default_3" -> "109 conv2d_3" [label=None, style=solid]; +"16 _scale_4" -> "19 dequantize_per_channel_default_4" [label="(64,)", style=solid]; +"17 _zero_point_4" -> "19 dequantize_per_channel_default_4" [label="(64,)", style=solid]; +"18 _frozen_param4" -> "19 dequantize_per_channel_default_4" [label="(64, 64, 3, 3)", style=solid]; +"19 dequantize_per_channel_default_4" -> "114 conv2d_4" [label=None, style=solid]; +"20 _scale_5" -> "23 dequantize_per_channel_default_5" [label="(128,)", style=solid]; +"21 _zero_point_5" -> "23 dequantize_per_channel_default_5" [label="(128,)", style=solid]; +"22 _frozen_param5" -> "23 dequantize_per_channel_default_5" [label="(128, 64, 3, 3)", style=solid]; +"23 dequantize_per_channel_default_5" -> "123 conv2d_5" [label=None, style=solid]; +"24 _scale_6" -> "27 dequantize_per_channel_default_6" [label="(128,)", style=solid]; +"25 _zero_point_6" -> "27 dequantize_per_channel_default_6" [label="(128,)", style=solid]; +"26 _frozen_param6" -> "27 dequantize_per_channel_default_6" [label="(128, 128, 3, 3)", style=solid]; +"27 dequantize_per_channel_default_6" -> "128 conv2d_6" [label=None, style=solid]; +"28 _scale_7" -> "31 dequantize_per_channel_default_7" [label="(128,)", style=solid]; +"29 _zero_point_7" -> "31 dequantize_per_channel_default_7" [label="(128,)", style=solid]; +"30 _frozen_param7" -> "31 dequantize_per_channel_default_7" [label="(128, 64, 1, 1)", style=solid]; +"31 dequantize_per_channel_default_7" -> "132 conv2d_7" [label=None, style=solid]; +"32 _scale_8" -> "35 dequantize_per_channel_default_8" [label="(128,)", style=solid]; +"33 _zero_point_8" -> "35 dequantize_per_channel_default_8" [label="(128,)", style=solid]; +"34 _frozen_param8" -> "35 dequantize_per_channel_default_8" [label="(128, 128, 3, 3)", style=solid]; +"35 dequantize_per_channel_default_8" -> "141 conv2d_8" [label=None, style=solid]; +"36 _scale_9" -> "39 dequantize_per_channel_default_9" [label="(128,)", style=solid]; +"37 _zero_point_9" -> "39 dequantize_per_channel_default_9" [label="(128,)", style=solid]; +"38 _frozen_param9" -> "39 dequantize_per_channel_default_9" [label="(128, 128, 3, 3)", style=solid]; +"39 dequantize_per_channel_default_9" -> "146 conv2d_9" [label=None, style=solid]; +"40 _scale_10" -> "43 dequantize_per_channel_default_10" [label="(256,)", style=solid]; +"41 _zero_point_10" -> "43 dequantize_per_channel_default_10" [label="(256,)", style=solid]; +"42 _frozen_param10" -> "43 dequantize_per_channel_default_10" [label="(256, 128, 3, 3)", style=solid]; +"43 dequantize_per_channel_default_10" -> "155 conv2d_10" [label=None, style=solid]; +"44 _scale_11" -> "47 dequantize_per_channel_default_11" [label="(256,)", style=solid]; +"45 _zero_point_11" -> "47 dequantize_per_channel_default_11" [label="(256,)", style=solid]; +"46 _frozen_param11" -> "47 dequantize_per_channel_default_11" [label="(256, 256, 3, 3)", style=solid]; +"47 dequantize_per_channel_default_11" -> "160 conv2d_11" [label=None, style=solid]; +"48 _scale_12" -> "51 dequantize_per_channel_default_12" [label="(256,)", style=solid]; +"49 _zero_point_12" -> "51 dequantize_per_channel_default_12" [label="(256,)", style=solid]; +"50 _frozen_param12" -> "51 dequantize_per_channel_default_12" [label="(256, 128, 1, 1)", style=solid]; +"51 dequantize_per_channel_default_12" -> "164 conv2d_12" [label=None, style=solid]; +"52 _scale_13" -> "55 dequantize_per_channel_default_13" [label="(256,)", style=solid]; +"53 _zero_point_13" -> "55 dequantize_per_channel_default_13" [label="(256,)", style=solid]; +"54 _frozen_param13" -> "55 dequantize_per_channel_default_13" [label="(256, 256, 3, 3)", style=solid]; +"55 dequantize_per_channel_default_13" -> "173 conv2d_13" [label=None, style=solid]; +"56 _scale_14" -> "59 dequantize_per_channel_default_14" [label="(256,)", style=solid]; +"57 _zero_point_14" -> "59 dequantize_per_channel_default_14" [label="(256,)", style=solid]; +"58 _frozen_param14" -> "59 dequantize_per_channel_default_14" [label="(256, 256, 3, 3)", style=solid]; +"59 dequantize_per_channel_default_14" -> "178 conv2d_14" [label=None, style=solid]; +"60 _scale_15" -> "63 dequantize_per_channel_default_15" [label="(512,)", style=solid]; +"61 _zero_point_15" -> "63 dequantize_per_channel_default_15" [label="(512,)", style=solid]; +"62 _frozen_param15" -> "63 dequantize_per_channel_default_15" [label="(512, 256, 3, 3)", style=solid]; +"63 dequantize_per_channel_default_15" -> "187 conv2d_15" [label=None, style=solid]; +"64 _scale_16" -> "67 dequantize_per_channel_default_16" [label="(512,)", style=solid]; +"65 _zero_point_16" -> "67 dequantize_per_channel_default_16" [label="(512,)", style=solid]; +"66 _frozen_param16" -> "67 dequantize_per_channel_default_16" [label="(512, 512, 3, 3)", style=solid]; +"67 dequantize_per_channel_default_16" -> "192 conv2d_16" [label=None, style=solid]; +"68 _scale_17" -> "71 dequantize_per_channel_default_17" [label="(512,)", style=solid]; +"69 _zero_point_17" -> "71 dequantize_per_channel_default_17" [label="(512,)", style=solid]; +"70 _frozen_param17" -> "71 dequantize_per_channel_default_17" [label="(512, 256, 1, 1)", style=solid]; +"71 dequantize_per_channel_default_17" -> "196 conv2d_17" [label=None, style=solid]; +"72 _scale_18" -> "75 dequantize_per_channel_default_18" [label="(512,)", style=solid]; +"73 _zero_point_18" -> "75 dequantize_per_channel_default_18" [label="(512,)", style=solid]; +"74 _frozen_param18" -> "75 dequantize_per_channel_default_18" [label="(512, 512, 3, 3)", style=solid]; +"75 dequantize_per_channel_default_18" -> "205 conv2d_18" [label=None, style=solid]; +"76 _scale_19" -> "79 dequantize_per_channel_default_19" [label="(512,)", style=solid]; +"77 _zero_point_19" -> "79 dequantize_per_channel_default_19" [label="(512,)", style=solid]; +"78 _frozen_param19" -> "79 dequantize_per_channel_default_19" [label="(512, 512, 3, 3)", style=solid]; +"79 dequantize_per_channel_default_19" -> "210 conv2d_19" [label=None, style=solid]; +"80 _scale_20" -> "83 dequantize_per_channel_default_20" [label="(1000,)", style=solid]; +"81 _zero_point_20" -> "83 dequantize_per_channel_default_20" [label="(1000,)", style=solid]; +"82 _frozen_param20" -> "83 dequantize_per_channel_default_20" [label="(1000, 512)", style=solid]; +"83 dequantize_per_channel_default_20" -> "221 linear" [label=None, style=solid]; +"84 fc_bias" -> "221 linear" [label="(1000,)", style=solid]; +"85 x" -> "86 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; +"86 quantize_per_tensor_default" -> "87 dequantize_per_tensor_default" [label=None, style=solid]; +"87 dequantize_per_tensor_default" -> "89 conv2d" [label=None, style=solid]; +"88 conv1_weight_bias" -> "89 conv2d" [label="(64,)", style=solid]; +"89 conv2d" -> "90 relu_" [label="(1, 64, 112, 112)", style=solid]; +"90 relu_" -> "91 quantize_per_tensor_default_1" [label="(1, 64, 112, 112)", style=solid]; +"91 quantize_per_tensor_default_1" -> "92 dequantize_per_tensor_default_1" [label=None, style=solid]; +"92 dequantize_per_tensor_default_1" -> "93 max_pool2d" [label=None, style=solid]; +"93 max_pool2d" -> "95 conv2d_1" [label="(1, 64, 56, 56)", style=solid]; +"93 max_pool2d" -> "103 add_" [label="(1, 64, 56, 56)", style=solid]; +"94 layer1_0_conv1_weight_bias" -> "95 conv2d_1" [label="(64,)", style=solid]; +"95 conv2d_1" -> "96 relu__1" [label="(1, 64, 56, 56)", style=solid]; +"96 relu__1" -> "97 quantize_per_tensor_default_2" [label="(1, 64, 56, 56)", style=solid]; +"97 quantize_per_tensor_default_2" -> "98 dequantize_per_tensor_default_2" [label=None, style=solid]; +"98 dequantize_per_tensor_default_2" -> "100 conv2d_2" [label=None, style=solid]; +"99 layer1_0_conv2_weight_bias" -> "100 conv2d_2" [label="(64,)", style=solid]; +"100 conv2d_2" -> "101 quantize_per_tensor_default_3" [label="(1, 64, 56, 56)", style=solid]; +"101 quantize_per_tensor_default_3" -> "102 dequantize_per_tensor_default_3" [label=None, style=solid]; +"102 dequantize_per_tensor_default_3" -> "103 add_" [label=None, style=solid]; +"103 add_" -> "104 relu__2" [label="(1, 64, 56, 56)", style=solid]; +"104 relu__2" -> "105 quantize_per_tensor_default_4" [label="(1, 64, 56, 56)", style=solid]; +"105 quantize_per_tensor_default_4" -> "106 dequantize_per_tensor_default_4" [label=None, style=solid]; +"105 quantize_per_tensor_default_4" -> "107 dequantize_per_tensor_default_30" [label=None, style=solid]; +"106 dequantize_per_tensor_default_4" -> "117 add__1" [label=None, style=solid]; +"107 dequantize_per_tensor_default_30" -> "109 conv2d_3" [label=None, style=solid]; +"108 layer1_1_conv1_weight_bias" -> "109 conv2d_3" [label="(64,)", style=solid]; +"109 conv2d_3" -> "110 relu__3" [label="(1, 64, 56, 56)", style=solid]; +"110 relu__3" -> "111 quantize_per_tensor_default_5" [label="(1, 64, 56, 56)", style=solid]; +"111 quantize_per_tensor_default_5" -> "112 dequantize_per_tensor_default_5" [label=None, style=solid]; +"112 dequantize_per_tensor_default_5" -> "114 conv2d_4" [label=None, style=solid]; +"113 layer1_1_conv2_weight_bias" -> "114 conv2d_4" [label="(64,)", style=solid]; +"114 conv2d_4" -> "115 quantize_per_tensor_default_6" [label="(1, 64, 56, 56)", style=solid]; +"115 quantize_per_tensor_default_6" -> "116 dequantize_per_tensor_default_6" [label=None, style=solid]; +"116 dequantize_per_tensor_default_6" -> "117 add__1" [label=None, style=solid]; +"117 add__1" -> "118 relu__4" [label="(1, 64, 56, 56)", style=solid]; +"118 relu__4" -> "119 quantize_per_tensor_default_7" [label="(1, 64, 56, 56)", style=solid]; +"119 quantize_per_tensor_default_7" -> "120 dequantize_per_tensor_default_32" [label=None, style=solid]; +"119 quantize_per_tensor_default_7" -> "121 dequantize_per_tensor_default_31" [label=None, style=solid]; +"120 dequantize_per_tensor_default_32" -> "132 conv2d_7" [label=None, style=solid]; +"121 dequantize_per_tensor_default_31" -> "123 conv2d_5" [label=None, style=solid]; +"122 layer2_0_conv1_weight_bias" -> "123 conv2d_5" [label="(128,)", style=solid]; +"123 conv2d_5" -> "124 relu__5" [label="(1, 128, 28, 28)", style=solid]; +"124 relu__5" -> "125 quantize_per_tensor_default_8" [label="(1, 128, 28, 28)", style=solid]; +"125 quantize_per_tensor_default_8" -> "126 dequantize_per_tensor_default_8" [label=None, style=solid]; +"126 dequantize_per_tensor_default_8" -> "128 conv2d_6" [label=None, style=solid]; +"127 layer2_0_conv2_weight_bias" -> "128 conv2d_6" [label="(128,)", style=solid]; +"128 conv2d_6" -> "129 quantize_per_tensor_default_9" [label="(1, 128, 28, 28)", style=solid]; +"129 quantize_per_tensor_default_9" -> "130 dequantize_per_tensor_default_9" [label=None, style=solid]; +"130 dequantize_per_tensor_default_9" -> "135 add__2" [label=None, style=solid]; +"131 layer2_0_downsample_0_weight_bias" -> "132 conv2d_7" [label="(128,)", style=solid]; +"132 conv2d_7" -> "133 quantize_per_tensor_default_10" [label="(1, 128, 28, 28)", style=solid]; +"133 quantize_per_tensor_default_10" -> "134 dequantize_per_tensor_default_10" [label=None, style=solid]; +"134 dequantize_per_tensor_default_10" -> "135 add__2" [label=None, style=solid]; +"135 add__2" -> "136 relu__6" [label="(1, 128, 28, 28)", style=solid]; +"136 relu__6" -> "137 quantize_per_tensor_default_11" [label="(1, 128, 28, 28)", style=solid]; +"137 quantize_per_tensor_default_11" -> "138 dequantize_per_tensor_default_11" [label=None, style=solid]; +"137 quantize_per_tensor_default_11" -> "139 dequantize_per_tensor_default_33" [label=None, style=solid]; +"138 dequantize_per_tensor_default_11" -> "149 add__3" [label=None, style=solid]; +"139 dequantize_per_tensor_default_33" -> "141 conv2d_8" [label=None, style=solid]; +"140 layer2_1_conv1_weight_bias" -> "141 conv2d_8" [label="(128,)", style=solid]; +"141 conv2d_8" -> "142 relu__7" [label="(1, 128, 28, 28)", style=solid]; +"142 relu__7" -> "143 quantize_per_tensor_default_12" [label="(1, 128, 28, 28)", style=solid]; +"143 quantize_per_tensor_default_12" -> "144 dequantize_per_tensor_default_12" [label=None, style=solid]; +"144 dequantize_per_tensor_default_12" -> "146 conv2d_9" [label=None, style=solid]; +"145 layer2_1_conv2_weight_bias" -> "146 conv2d_9" [label="(128,)", style=solid]; +"146 conv2d_9" -> "147 quantize_per_tensor_default_13" [label="(1, 128, 28, 28)", style=solid]; +"147 quantize_per_tensor_default_13" -> "148 dequantize_per_tensor_default_13" [label=None, style=solid]; +"148 dequantize_per_tensor_default_13" -> "149 add__3" [label=None, style=solid]; +"149 add__3" -> "150 relu__8" [label="(1, 128, 28, 28)", style=solid]; +"150 relu__8" -> "151 quantize_per_tensor_default_14" [label="(1, 128, 28, 28)", style=solid]; +"151 quantize_per_tensor_default_14" -> "152 dequantize_per_tensor_default_35" [label=None, style=solid]; +"151 quantize_per_tensor_default_14" -> "153 dequantize_per_tensor_default_34" [label=None, style=solid]; +"152 dequantize_per_tensor_default_35" -> "164 conv2d_12" [label=None, style=solid]; +"153 dequantize_per_tensor_default_34" -> "155 conv2d_10" [label=None, style=solid]; +"154 layer3_0_conv1_weight_bias" -> "155 conv2d_10" [label="(256,)", style=solid]; +"155 conv2d_10" -> "156 relu__9" [label="(1, 256, 14, 14)", style=solid]; +"156 relu__9" -> "157 quantize_per_tensor_default_15" [label="(1, 256, 14, 14)", style=solid]; +"157 quantize_per_tensor_default_15" -> "158 dequantize_per_tensor_default_15" [label=None, style=solid]; +"158 dequantize_per_tensor_default_15" -> "160 conv2d_11" [label=None, style=solid]; +"159 layer3_0_conv2_weight_bias" -> "160 conv2d_11" [label="(256,)", style=solid]; +"160 conv2d_11" -> "161 quantize_per_tensor_default_16" [label="(1, 256, 14, 14)", style=solid]; +"161 quantize_per_tensor_default_16" -> "162 dequantize_per_tensor_default_16" [label=None, style=solid]; +"162 dequantize_per_tensor_default_16" -> "167 add__4" [label=None, style=solid]; +"163 layer3_0_downsample_0_weight_bias" -> "164 conv2d_12" [label="(256,)", style=solid]; +"164 conv2d_12" -> "165 quantize_per_tensor_default_17" [label="(1, 256, 14, 14)", style=solid]; +"165 quantize_per_tensor_default_17" -> "166 dequantize_per_tensor_default_17" [label=None, style=solid]; +"166 dequantize_per_tensor_default_17" -> "167 add__4" [label=None, style=solid]; +"167 add__4" -> "168 relu__10" [label="(1, 256, 14, 14)", style=solid]; +"168 relu__10" -> "169 quantize_per_tensor_default_18" [label="(1, 256, 14, 14)", style=solid]; +"169 quantize_per_tensor_default_18" -> "170 dequantize_per_tensor_default_18" [label=None, style=solid]; +"169 quantize_per_tensor_default_18" -> "171 dequantize_per_tensor_default_36" [label=None, style=solid]; +"170 dequantize_per_tensor_default_18" -> "181 add__5" [label=None, style=solid]; +"171 dequantize_per_tensor_default_36" -> "173 conv2d_13" [label=None, style=solid]; +"172 layer3_1_conv1_weight_bias" -> "173 conv2d_13" [label="(256,)", style=solid]; +"173 conv2d_13" -> "174 relu__11" [label="(1, 256, 14, 14)", style=solid]; +"174 relu__11" -> "175 quantize_per_tensor_default_19" [label="(1, 256, 14, 14)", style=solid]; +"175 quantize_per_tensor_default_19" -> "176 dequantize_per_tensor_default_19" [label=None, style=solid]; +"176 dequantize_per_tensor_default_19" -> "178 conv2d_14" [label=None, style=solid]; +"177 layer3_1_conv2_weight_bias" -> "178 conv2d_14" [label="(256,)", style=solid]; +"178 conv2d_14" -> "179 quantize_per_tensor_default_20" [label="(1, 256, 14, 14)", style=solid]; +"179 quantize_per_tensor_default_20" -> "180 dequantize_per_tensor_default_20" [label=None, style=solid]; +"180 dequantize_per_tensor_default_20" -> "181 add__5" [label=None, style=solid]; +"181 add__5" -> "182 relu__12" [label="(1, 256, 14, 14)", style=solid]; +"182 relu__12" -> "183 quantize_per_tensor_default_21" [label="(1, 256, 14, 14)", style=solid]; +"183 quantize_per_tensor_default_21" -> "184 dequantize_per_tensor_default_38" [label=None, style=solid]; +"183 quantize_per_tensor_default_21" -> "185 dequantize_per_tensor_default_37" [label=None, style=solid]; +"184 dequantize_per_tensor_default_38" -> "196 conv2d_17" [label=None, style=solid]; +"185 dequantize_per_tensor_default_37" -> "187 conv2d_15" [label=None, style=solid]; +"186 layer4_0_conv1_weight_bias" -> "187 conv2d_15" [label="(512,)", style=solid]; +"187 conv2d_15" -> "188 relu__13" [label="(1, 512, 7, 7)", style=solid]; +"188 relu__13" -> "189 quantize_per_tensor_default_22" [label="(1, 512, 7, 7)", style=solid]; +"189 quantize_per_tensor_default_22" -> "190 dequantize_per_tensor_default_22" [label=None, style=solid]; +"190 dequantize_per_tensor_default_22" -> "192 conv2d_16" [label=None, style=solid]; +"191 layer4_0_conv2_weight_bias" -> "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_23" [label=None, style=solid]; +"194 dequantize_per_tensor_default_23" -> "199 add__6" [label=None, style=solid]; +"195 layer4_0_downsample_0_weight_bias" -> "196 conv2d_17" [label="(512,)", style=solid]; +"196 conv2d_17" -> "197 quantize_per_tensor_default_24" [label="(1, 512, 7, 7)", style=solid]; +"197 quantize_per_tensor_default_24" -> "198 dequantize_per_tensor_default_24" [label=None, style=solid]; +"198 dequantize_per_tensor_default_24" -> "199 add__6" [label=None, style=solid]; +"199 add__6" -> "200 relu__14" [label="(1, 512, 7, 7)", style=solid]; +"200 relu__14" -> "201 quantize_per_tensor_default_25" [label="(1, 512, 7, 7)", style=solid]; +"201 quantize_per_tensor_default_25" -> "202 dequantize_per_tensor_default_25" [label=None, style=solid]; +"201 quantize_per_tensor_default_25" -> "203 dequantize_per_tensor_default_39" [label=None, style=solid]; +"202 dequantize_per_tensor_default_25" -> "213 add__7" [label=None, style=solid]; +"203 dequantize_per_tensor_default_39" -> "205 conv2d_18" [label=None, style=solid]; +"204 layer4_1_conv1_weight_bias" -> "205 conv2d_18" [label="(512,)", style=solid]; +"205 conv2d_18" -> "206 relu__15" [label="(1, 512, 7, 7)", style=solid]; +"206 relu__15" -> "207 quantize_per_tensor_default_26" [label="(1, 512, 7, 7)", style=solid]; +"207 quantize_per_tensor_default_26" -> "208 dequantize_per_tensor_default_26" [label=None, style=solid]; +"208 dequantize_per_tensor_default_26" -> "210 conv2d_19" [label=None, style=solid]; +"209 layer4_1_conv2_weight_bias" -> "210 conv2d_19" [label="(512,)", style=solid]; +"210 conv2d_19" -> "211 quantize_per_tensor_default_27" [label="(1, 512, 7, 7)", style=solid]; +"211 quantize_per_tensor_default_27" -> "212 dequantize_per_tensor_default_27" [label=None, style=solid]; +"212 dequantize_per_tensor_default_27" -> "213 add__7" [label=None, style=solid]; +"213 add__7" -> "214 relu__16" [label="(1, 512, 7, 7)", style=solid]; +"214 relu__16" -> "215 quantize_per_tensor_default_28" [label="(1, 512, 7, 7)", style=solid]; +"215 quantize_per_tensor_default_28" -> "216 dequantize_per_tensor_default_28" [label=None, style=solid]; +"216 dequantize_per_tensor_default_28" -> "217 adaptive_avg_pool2d" [label=None, style=solid]; +"217 adaptive_avg_pool2d" -> "218 quantize_per_tensor_default_29" [label="(1, 512, 1, 1)", style=solid]; +"218 quantize_per_tensor_default_29" -> "219 dequantize_per_tensor_default_29" [label=None, style=solid]; +"219 dequantize_per_tensor_default_29" -> "220 flatten" [label=None, style=solid]; +"220 flatten" -> "221 linear" [label="(1, 512)", style=solid]; +"221 linear" -> "222 output_1" [label="(1, 1000)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/swin_v2_s.dot b/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/swin_v2_s.dot new file mode 100644 index 00000000000..ed9adcf0eaf --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/swin_v2_s.dot @@ -0,0 +1,4862 @@ +strict digraph { +"0 _scale_0" [id=0, type=get_attr]; +"1 _zero_point_0" [id=1, type=get_attr]; +"2 _frozen_param2_1" [id=2, type=get_attr]; +"3 dequantize_per_channel_default" [id=3, type=dequantize_per_channel]; +"4 _scale_1" [id=4, type=get_attr]; +"5 _zero_point_1" [id=5, type=get_attr]; +"6 _frozen_param6_1" [id=6, type=get_attr]; +"7 dequantize_per_channel_default_1" [id=7, type=dequantize_per_channel]; +"8 features_1_0_attn_proj_bias" [id=8, type=get_attr]; +"9 _scale_2" [id=9, type=get_attr]; +"10 _zero_point_2" [id=10, type=get_attr]; +"11 _frozen_param8_1" [id=11, type=get_attr]; +"12 dequantize_per_channel_default_2" [id=12, type=dequantize_per_channel]; +"13 _scale_3" [id=13, type=get_attr]; +"14 _zero_point_3" [id=14, type=get_attr]; +"15 _frozen_param9_1" [id=15, type=get_attr]; +"16 dequantize_per_channel_default_3" [id=16, 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type=dequantize_per_tensor]; +"1900 linalg_vector_norm_37" [id=1900, type=linalg_vector_norm]; +"1901 clamp_min_37" [id=1901, type=clamp_min]; +"1902 expand_as_37" [id=1902, type=expand_as]; +"1903 div_37" [id=1903, type=div]; +"1904 quantize_per_tensor_default_113" [id=1904, type=quantize_per_tensor]; +"1905 dequantize_per_tensor_default_113" [id=1905, type=dequantize_per_tensor]; +"1906 transpose_36" [id=1906, type=transpose]; +"1907 matmul_36" [id=1907, type=matmul]; +"1908 _frozen_param156" [id=1908, type=get_attr]; +"1909 mul_37" [id=1909, type=mul]; +"1910 add_63" [id=1910, type=add]; +"1911 softmax_18" [id=1911, type=softmax]; +"1912 dropout_72" [id=1912, type=dropout]; +"1913 matmul_37" [id=1913, type=matmul]; +"1914 quantize_per_tensor_default_114" [id=1914, type=quantize_per_tensor]; +"1915 dequantize_per_tensor_default_114" [id=1915, type=dequantize_per_tensor]; +"1916 transpose_37" [id=1916, type=transpose]; +"1917 reshape_83" [id=1917, type=reshape]; +"1918 linear_113" 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[id=1938, type=dropout]; +"1939 layer_norm_40" [id=1939, type=layer_norm]; +"1940 add_65" [id=1940, type=add]; +"1941 _frozen_param157" [id=1941, type=get_attr]; +"1942 pad_21" [id=1942, type=pad]; +"1943 roll_18" [id=1943, type=roll]; +"1944 view_105" [id=1944, type=view]; +"1945 permute_87" [id=1945, type=permute]; +"1946 reshape_85" [id=1946, type=reshape]; +"1947 quantize_per_tensor_default_117" [id=1947, type=quantize_per_tensor]; +"1948 dequantize_per_tensor_default_117" [id=1948, type=dequantize_per_tensor]; +"1949 _frozen_param158" [id=1949, type=get_attr]; +"1950 linear_118" [id=1950, type=linear]; +"1951 reshape_86" [id=1951, type=reshape]; +"1952 permute_88" [id=1952, type=permute]; +"1953 select_57" [id=1953, type=select]; +"1954 select_58" [id=1954, type=select]; +"1955 select_59" [id=1955, type=select]; +"1956 linalg_vector_norm_38" [id=1956, type=linalg_vector_norm]; +"1957 clamp_min_38" [id=1957, type=clamp_min]; +"1958 expand_as_38" [id=1958, type=expand_as]; +"1959 div_38" [id=1959, type=div]; +"1960 quantize_per_tensor_default_118" [id=1960, type=quantize_per_tensor]; +"1961 dequantize_per_tensor_default_118" [id=1961, type=dequantize_per_tensor]; +"1962 linalg_vector_norm_39" [id=1962, type=linalg_vector_norm]; +"1963 clamp_min_39" [id=1963, type=clamp_min]; +"1964 expand_as_39" [id=1964, type=expand_as]; +"1965 div_39" [id=1965, type=div]; +"1966 quantize_per_tensor_default_119" [id=1966, type=quantize_per_tensor]; +"1967 dequantize_per_tensor_default_119" [id=1967, type=dequantize_per_tensor]; +"1968 transpose_38" [id=1968, type=transpose]; +"1969 matmul_38" [id=1969, type=matmul]; +"1970 _frozen_param160" [id=1970, type=get_attr]; +"1971 mul_39" [id=1971, type=mul]; +"1972 add_66" [id=1972, type=add]; +"1973 new_zeros_9" [id=1973, type=new_zeros]; +"1974 view_106" [id=1974, type=view]; +"1975 permute_89" [id=1975, type=permute]; +"1976 reshape_87" [id=1976, type=reshape]; +"1977 unsqueeze_56" [id=1977, type=unsqueeze]; +"1978 unsqueeze_57" 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reshape_89" [id=2000, type=reshape]; +"2001 roll_19" [id=2001, type=roll]; +"2002 slice_297" [id=2002, type=slice]; +"2003 slice_298" [id=2003, type=slice]; +"2004 slice_299" [id=2004, type=slice]; +"2005 slice_300" [id=2005, type=slice]; +"2006 contiguous_37" [id=2006, type=contiguous]; +"2007 layer_norm_41" [id=2007, type=layer_norm]; +"2008 add_68" [id=2008, type=add]; +"2009 quantize_per_tensor_default_121" [id=2009, type=quantize_per_tensor]; +"2010 dequantize_per_tensor_default_121" [id=2010, type=dequantize_per_tensor]; +"2011 linear_120" [id=2011, type=linear]; +"2012 gelu_19" [id=2012, type=gelu]; +"2013 quantize_per_tensor_default_122" [id=2013, type=quantize_per_tensor]; +"2014 dequantize_per_tensor_default_122" [id=2014, type=dequantize_per_tensor]; +"2015 dropout_78" [id=2015, type=dropout]; +"2016 linear_121" [id=2016, type=linear]; +"2017 dropout_79" [id=2017, type=dropout]; +"2018 layer_norm_42" [id=2018, type=layer_norm]; +"2019 add_69" [id=2019, type=add]; +"2020 quantize_per_tensor_default_123" [id=2020, type=quantize_per_tensor]; +"2021 dequantize_per_tensor_default_123" [id=2021, type=dequantize_per_tensor]; +"2022 _frozen_param170" [id=2022, type=get_attr]; +"2023 pad_22" [id=2023, type=pad]; +"2024 view_112" [id=2024, type=view]; +"2025 permute_92" [id=2025, type=permute]; +"2026 reshape_90" [id=2026, type=reshape]; +"2027 _frozen_param171" [id=2027, type=get_attr]; +"2028 linear_124" [id=2028, type=linear]; +"2029 reshape_91" [id=2029, type=reshape]; +"2030 permute_93" [id=2030, type=permute]; +"2031 select_60" [id=2031, type=select]; +"2032 select_61" [id=2032, type=select]; +"2033 select_62" [id=2033, type=select]; +"2034 linalg_vector_norm_40" [id=2034, type=linalg_vector_norm]; +"2035 clamp_min_40" [id=2035, type=clamp_min]; +"2036 expand_as_40" [id=2036, type=expand_as]; +"2037 div_40" [id=2037, type=div]; +"2038 quantize_per_tensor_default_124" [id=2038, type=quantize_per_tensor]; +"2039 dequantize_per_tensor_default_124" [id=2039, type=dequantize_per_tensor]; +"2040 linalg_vector_norm_41" [id=2040, type=linalg_vector_norm]; +"2041 clamp_min_41" [id=2041, type=clamp_min]; +"2042 expand_as_41" [id=2042, type=expand_as]; +"2043 div_41" [id=2043, type=div]; +"2044 quantize_per_tensor_default_125" [id=2044, type=quantize_per_tensor]; +"2045 dequantize_per_tensor_default_125" [id=2045, type=dequantize_per_tensor]; +"2046 transpose_40" [id=2046, type=transpose]; +"2047 matmul_40" [id=2047, type=matmul]; +"2048 _frozen_param173" [id=2048, type=get_attr]; +"2049 mul_41" [id=2049, type=mul]; +"2050 add_70" [id=2050, type=add]; +"2051 softmax_20" [id=2051, type=softmax]; +"2052 dropout_80" [id=2052, type=dropout]; +"2053 matmul_41" [id=2053, type=matmul]; +"2054 quantize_per_tensor_default_126" [id=2054, type=quantize_per_tensor]; +"2055 dequantize_per_tensor_default_126" [id=2055, type=dequantize_per_tensor]; +"2056 transpose_41" [id=2056, type=transpose]; +"2057 reshape_92" [id=2057, type=reshape]; +"2058 linear_125" 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div_42" [id=2099, type=div]; +"2100 quantize_per_tensor_default_130" [id=2100, type=quantize_per_tensor]; +"2101 dequantize_per_tensor_default_130" [id=2101, type=dequantize_per_tensor]; +"2102 linalg_vector_norm_43" [id=2102, type=linalg_vector_norm]; +"2103 clamp_min_43" [id=2103, type=clamp_min]; +"2104 expand_as_43" [id=2104, type=expand_as]; +"2105 div_43" [id=2105, type=div]; +"2106 quantize_per_tensor_default_131" [id=2106, type=quantize_per_tensor]; +"2107 dequantize_per_tensor_default_131" [id=2107, type=dequantize_per_tensor]; +"2108 transpose_42" [id=2108, type=transpose]; +"2109 matmul_42" [id=2109, type=matmul]; +"2110 _frozen_param177" [id=2110, type=get_attr]; +"2111 mul_43" [id=2111, type=mul]; +"2112 add_73" [id=2112, type=add]; +"2113 new_zeros_10" [id=2113, type=new_zeros]; +"2114 view_117" [id=2114, type=view]; +"2115 permute_98" [id=2115, type=permute]; +"2116 reshape_96" [id=2116, type=reshape]; +"2117 unsqueeze_62" [id=2117, type=unsqueeze]; +"2118 unsqueeze_63" 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style=solid]; +"1514 quantize_per_tensor_default_80" -> "1515 dequantize_per_tensor_default_80" [label=None, style=solid]; +"1515 dequantize_per_tensor_default_80" -> "1516 dropout_50" [label=None, style=solid]; +"1516 dropout_50" -> "1517 linear_79" [label="(1, 14, 14, 1536)", style=solid]; +"1517 linear_79" -> "1518 dropout_51" [label="(1, 14, 14, 384)", style=solid]; +"1518 dropout_51" -> "1519 layer_norm_28" [label="(1, 14, 14, 384)", style=solid]; +"1519 layer_norm_28" -> "1520 add_44" [label="(1, 14, 14, 384)", style=solid]; +"1520 add_44" -> "1522 pad_15" [label="(1, 14, 14, 384)", style=solid]; +"1520 add_44" -> "1588 add_47" [label="(1, 14, 14, 384)", style=solid]; +"1521 _frozen_param106" -> "1552 add_45" [label="(1, 12, 64, 64)", style=solid]; +"1522 pad_15" -> "1523 roll_12" [label="(1, 16, 16, 384)", style=solid]; +"1523 roll_12" -> "1524 view_72" [label="(1, 16, 16, 384)", style=solid]; +"1524 view_72" -> "1525 permute_60" [label="(1, 2, 8, 2, 8, 384)", style=solid]; 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dequantize_per_tensor_default_82" -> "1549 matmul_26" [label=None, style=solid]; +"1542 linalg_vector_norm_27" -> "1543 clamp_min_27" [label="(4, 12, 64, 1)", style=solid]; +"1543 clamp_min_27" -> "1544 expand_as_27" [label="(4, 12, 64, 1)", style=solid]; +"1544 expand_as_27" -> "1545 div_27" [label="(4, 12, 64, 32)", style=solid]; +"1545 div_27" -> "1546 quantize_per_tensor_default_83" [label="(4, 12, 64, 32)", style=solid]; +"1546 quantize_per_tensor_default_83" -> "1547 dequantize_per_tensor_default_83" [label=None, style=solid]; +"1547 dequantize_per_tensor_default_83" -> "1548 transpose_26" [label=None, style=solid]; +"1548 transpose_26" -> "1549 matmul_26" [label="(4, 12, 32, 64)", style=solid]; +"1549 matmul_26" -> "1551 mul_27" [label="(4, 12, 64, 64)", style=solid]; +"1550 _frozen_param109" -> "1551 mul_27" [label="(12, 1, 1)", style=solid]; +"1551 mul_27" -> "1552 add_45" [label="(4, 12, 64, 64)", style=solid]; +"1552 add_45" -> "1564 view_74" [label="(4, 12, 64, 64)", style=solid]; +"1553 new_zeros_6" -> "1554 view_73" [label="(16, 16)", style=solid]; +"1554 view_73" -> "1555 permute_62" [label="(2, 8, 2, 8)", style=solid]; +"1555 permute_62" -> "1556 reshape_60" [label="(2, 2, 8, 8)", style=solid]; +"1556 reshape_60" -> "1557 unsqueeze_38" [label="(4, 64)", style=solid]; +"1556 reshape_60" -> "1558 unsqueeze_39" [label="(4, 64)", style=solid]; +"1557 unsqueeze_38" -> "1559 sub_6" [label="(4, 1, 64)", style=solid]; +"1558 unsqueeze_39" -> "1559 sub_6" [label="(4, 64, 1)", style=solid]; +"1559 sub_6" -> "1560 ne_6" [label="(4, 64, 64)", style=solid]; +"1559 sub_6" -> "1561 masked_fill_12" [label="(4, 64, 64)", style=solid]; +"1559 sub_6" -> "1562 eq_6" [label="(4, 64, 64)", style=solid]; +"1560 ne_6" -> "1561 masked_fill_12" [label="(4, 64, 64)", style=solid]; +"1561 masked_fill_12" -> "1563 masked_fill_13" [label="(4, 64, 64)", style=solid]; +"1562 eq_6" -> "1563 masked_fill_13" [label="(4, 64, 64)", style=solid]; +"1563 masked_fill_13" -> "1565 unsqueeze_40" [label="(4, 64, 64)", style=solid]; +"1564 view_74" -> "1567 add_46" [label="(1, 4, 12, 64, 64)", style=solid]; +"1565 unsqueeze_40" -> "1566 unsqueeze_41" [label="(4, 1, 64, 64)", style=solid]; +"1566 unsqueeze_41" -> "1567 add_46" [label="(1, 4, 1, 64, 64)", style=solid]; +"1567 add_46" -> "1568 view_75" [label="(1, 4, 12, 64, 64)", style=solid]; +"1568 view_75" -> "1569 softmax_13" [label="(4, 12, 64, 64)", style=solid]; +"1569 softmax_13" -> "1570 dropout_52" [label="(4, 12, 64, 64)", style=solid]; +"1570 dropout_52" -> "1571 matmul_27" [label="(4, 12, 64, 64)", style=solid]; +"1571 matmul_27" -> "1572 quantize_per_tensor_default_84" [label="(4, 12, 64, 32)", style=solid]; +"1572 quantize_per_tensor_default_84" -> "1573 dequantize_per_tensor_default_84" [label=None, style=solid]; +"1573 dequantize_per_tensor_default_84" -> "1574 transpose_27" [label=None, style=solid]; +"1574 transpose_27" -> "1575 reshape_61" [label="(4, 64, 12, 32)", style=solid]; +"1575 reshape_61" -> "1576 linear_83" [label="(4, 64, 384)", style=solid]; +"1576 linear_83" -> "1577 dropout_53" [label="(4, 64, 384)", style=solid]; +"1577 dropout_53" -> "1578 view_76" [label="(4, 64, 384)", style=solid]; +"1578 view_76" -> "1579 permute_63" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1579 permute_63" -> "1580 reshape_62" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1580 reshape_62" -> "1581 roll_13" [label="(1, 16, 16, 384)", style=solid]; +"1581 roll_13" -> "1582 slice_213" [label="(1, 16, 16, 384)", style=solid]; +"1582 slice_213" -> "1583 slice_214" [label="(1, 16, 16, 384)", style=solid]; +"1583 slice_214" -> "1584 slice_215" [label="(1, 14, 16, 384)", style=solid]; +"1584 slice_215" -> "1585 slice_216" [label="(1, 14, 14, 384)", style=solid]; +"1585 slice_216" -> "1586 contiguous_25" [label="(1, 14, 14, 384)", style=solid]; +"1586 contiguous_25" -> "1587 layer_norm_29" [label="(1, 14, 14, 384)", style=solid]; +"1587 layer_norm_29" -> "1588 add_47" [label="(1, 14, 14, 384)", style=solid]; +"1588 add_47" -> "1589 quantize_per_tensor_default_85" [label="(1, 14, 14, 384)", style=solid]; +"1588 add_47" -> "1599 add_48" [label="(1, 14, 14, 384)", style=solid]; +"1589 quantize_per_tensor_default_85" -> "1590 dequantize_per_tensor_default_85" [label=None, style=solid]; +"1590 dequantize_per_tensor_default_85" -> "1591 linear_84" [label=None, style=solid]; +"1591 linear_84" -> "1592 gelu_13" [label="(1, 14, 14, 1536)", style=solid]; +"1592 gelu_13" -> "1593 quantize_per_tensor_default_86" [label="(1, 14, 14, 1536)", style=solid]; +"1593 quantize_per_tensor_default_86" -> "1594 dequantize_per_tensor_default_86" [label=None, style=solid]; +"1594 dequantize_per_tensor_default_86" -> "1595 dropout_54" [label=None, style=solid]; +"1595 dropout_54" -> "1596 linear_85" [label="(1, 14, 14, 1536)", style=solid]; +"1596 linear_85" -> "1597 dropout_55" [label="(1, 14, 14, 384)", style=solid]; +"1597 dropout_55" -> "1598 layer_norm_30" [label="(1, 14, 14, 384)", style=solid]; +"1598 layer_norm_30" -> "1599 add_48" [label="(1, 14, 14, 384)", style=solid]; +"1599 add_48" -> "1600 quantize_per_tensor_default_87" [label="(1, 14, 14, 384)", style=solid]; +"1599 add_48" -> "1649 add_50" [label="(1, 14, 14, 384)", style=solid]; +"1600 quantize_per_tensor_default_87" -> "1601 dequantize_per_tensor_default_87" [label=None, style=solid]; +"1601 dequantize_per_tensor_default_87" -> "1603 pad_16" [label=None, style=solid]; +"1602 _frozen_param119" -> "1630 add_49" [label="(1, 12, 64, 64)", style=solid]; +"1603 pad_16" -> "1604 view_79" [label="(1, 16, 16, 384)", style=solid]; +"1604 view_79" -> "1605 permute_65" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1605 permute_65" -> "1606 reshape_63" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1606 reshape_63" -> "1608 linear_88" [label="(4, 64, 384)", style=solid]; +"1607 _frozen_param120" -> "1608 linear_88" [label="(1152,)", style=solid]; +"1608 linear_88" -> "1609 reshape_64" [label="(4, 64, 1152)", 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style=solid]; +"1615 clamp_min_28" -> "1616 expand_as_28" [label="(4, 12, 64, 1)", style=solid]; +"1616 expand_as_28" -> "1617 div_28" [label="(4, 12, 64, 32)", style=solid]; +"1617 div_28" -> "1618 quantize_per_tensor_default_88" [label="(4, 12, 64, 32)", style=solid]; +"1618 quantize_per_tensor_default_88" -> "1619 dequantize_per_tensor_default_88" [label=None, style=solid]; +"1619 dequantize_per_tensor_default_88" -> "1627 matmul_28" [label=None, style=solid]; +"1620 linalg_vector_norm_29" -> "1621 clamp_min_29" [label="(4, 12, 64, 1)", style=solid]; +"1621 clamp_min_29" -> "1622 expand_as_29" [label="(4, 12, 64, 1)", style=solid]; +"1622 expand_as_29" -> "1623 div_29" [label="(4, 12, 64, 32)", style=solid]; +"1623 div_29" -> "1624 quantize_per_tensor_default_89" [label="(4, 12, 64, 32)", style=solid]; +"1624 quantize_per_tensor_default_89" -> "1625 dequantize_per_tensor_default_89" [label=None, style=solid]; +"1625 dequantize_per_tensor_default_89" -> "1626 transpose_28" [label=None, style=solid]; +"1626 transpose_28" -> "1627 matmul_28" [label="(4, 12, 32, 64)", style=solid]; +"1627 matmul_28" -> "1629 mul_29" [label="(4, 12, 64, 64)", style=solid]; +"1628 _frozen_param122" -> "1629 mul_29" [label="(12, 1, 1)", style=solid]; +"1629 mul_29" -> "1630 add_49" [label="(4, 12, 64, 64)", style=solid]; +"1630 add_49" -> "1631 softmax_14" [label="(4, 12, 64, 64)", style=solid]; +"1631 softmax_14" -> "1632 dropout_56" [label="(4, 12, 64, 64)", style=solid]; +"1632 dropout_56" -> "1633 matmul_29" [label="(4, 12, 64, 64)", style=solid]; +"1633 matmul_29" -> "1634 quantize_per_tensor_default_90" [label="(4, 12, 64, 32)", style=solid]; +"1634 quantize_per_tensor_default_90" -> "1635 dequantize_per_tensor_default_90" [label=None, style=solid]; +"1635 dequantize_per_tensor_default_90" -> "1636 transpose_29" [label=None, style=solid]; +"1636 transpose_29" -> "1637 reshape_65" [label="(4, 64, 12, 32)", style=solid]; +"1637 reshape_65" -> "1638 linear_89" [label="(4, 64, 384)", style=solid]; +"1638 linear_89" -> "1639 dropout_57" [label="(4, 64, 384)", style=solid]; +"1639 dropout_57" -> "1640 view_80" [label="(4, 64, 384)", style=solid]; +"1640 view_80" -> "1641 permute_67" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1641 permute_67" -> "1642 reshape_66" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1642 reshape_66" -> "1643 slice_218" [label="(1, 16, 16, 384)", style=solid]; +"1643 slice_218" -> "1644 slice_219" [label="(1, 16, 16, 384)", style=solid]; +"1644 slice_219" -> "1645 slice_220" [label="(1, 14, 16, 384)", style=solid]; +"1645 slice_220" -> "1646 slice_221" [label="(1, 14, 14, 384)", style=solid]; +"1646 slice_221" -> "1647 contiguous_27" [label="(1, 14, 14, 384)", style=solid]; +"1647 contiguous_27" -> "1648 layer_norm_31" [label="(1, 14, 14, 384)", style=solid]; +"1648 layer_norm_31" -> "1649 add_50" [label="(1, 14, 14, 384)", style=solid]; +"1649 add_50" -> "1650 quantize_per_tensor_default_91" [label="(1, 14, 14, 384)", style=solid]; +"1649 add_50" -> "1660 add_51" [label="(1, 14, 14, 384)", style=solid]; +"1650 quantize_per_tensor_default_91" -> "1651 dequantize_per_tensor_default_91" [label=None, style=solid]; +"1651 dequantize_per_tensor_default_91" -> "1652 linear_90" [label=None, style=solid]; +"1652 linear_90" -> "1653 gelu_14" [label="(1, 14, 14, 1536)", style=solid]; +"1653 gelu_14" -> "1654 quantize_per_tensor_default_92" [label="(1, 14, 14, 1536)", style=solid]; +"1654 quantize_per_tensor_default_92" -> "1655 dequantize_per_tensor_default_92" [label=None, style=solid]; +"1655 dequantize_per_tensor_default_92" -> "1656 dropout_58" [label=None, style=solid]; +"1656 dropout_58" -> "1657 linear_91" [label="(1, 14, 14, 1536)", style=solid]; +"1657 linear_91" -> "1658 dropout_59" [label="(1, 14, 14, 384)", style=solid]; +"1658 dropout_59" -> "1659 layer_norm_32" [label="(1, 14, 14, 384)", style=solid]; +"1659 layer_norm_32" -> "1660 add_51" [label="(1, 14, 14, 384)", style=solid]; +"1660 add_51" -> "1662 pad_17" [label="(1, 14, 14, 384)", style=solid]; +"1660 add_51" -> "1728 add_54" [label="(1, 14, 14, 384)", style=solid]; +"1661 _frozen_param123" -> "1692 add_52" [label="(1, 12, 64, 64)", style=solid]; +"1662 pad_17" -> "1663 roll_14" [label="(1, 16, 16, 384)", style=solid]; +"1663 roll_14" -> "1664 view_83" [label="(1, 16, 16, 384)", style=solid]; +"1664 view_83" -> "1665 permute_69" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1665 permute_69" -> "1666 reshape_67" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1666 reshape_67" -> "1667 quantize_per_tensor_default_93" [label="(4, 64, 384)", style=solid]; +"1666 reshape_67" -> "1693 new_zeros_7" [label="(4, 64, 384)", style=solid]; +"1667 quantize_per_tensor_default_93" -> "1668 dequantize_per_tensor_default_93" [label=None, style=solid]; +"1668 dequantize_per_tensor_default_93" -> "1670 linear_94" [label=None, style=solid]; +"1669 _frozen_param124" -> "1670 linear_94" [label="(1152,)", style=solid]; +"1670 linear_94" -> 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quantize_per_tensor_default_109" [label="(1, 14, 14, 384)", style=solid]; +"1868 add_61" -> "1879 add_62" [label="(1, 14, 14, 384)", style=solid]; +"1869 quantize_per_tensor_default_109" -> "1870 dequantize_per_tensor_default_109" [label=None, style=solid]; +"1870 dequantize_per_tensor_default_109" -> "1871 linear_108" [label=None, style=solid]; +"1871 linear_108" -> "1872 gelu_17" [label="(1, 14, 14, 1536)", style=solid]; +"1872 gelu_17" -> "1873 quantize_per_tensor_default_110" [label="(1, 14, 14, 1536)", style=solid]; +"1873 quantize_per_tensor_default_110" -> "1874 dequantize_per_tensor_default_110" [label=None, style=solid]; +"1874 dequantize_per_tensor_default_110" -> "1875 dropout_70" [label=None, style=solid]; +"1875 dropout_70" -> "1876 linear_109" [label="(1, 14, 14, 1536)", style=solid]; +"1876 linear_109" -> "1877 dropout_71" [label="(1, 14, 14, 384)", style=solid]; +"1877 dropout_71" -> "1878 layer_norm_38" [label="(1, 14, 14, 384)", style=solid]; +"1878 layer_norm_38" -> "1879 add_62" [label="(1, 14, 14, 384)", style=solid]; +"1879 add_62" -> "1880 quantize_per_tensor_default_111" [label="(1, 14, 14, 384)", style=solid]; +"1879 add_62" -> "1929 add_64" [label="(1, 14, 14, 384)", style=solid]; +"1880 quantize_per_tensor_default_111" -> "1881 dequantize_per_tensor_default_111" [label=None, style=solid]; +"1881 dequantize_per_tensor_default_111" -> "1883 pad_20" [label=None, style=solid]; +"1882 _frozen_param153" -> "1910 add_63" [label="(1, 12, 64, 64)", style=solid]; +"1883 pad_20" -> "1884 view_101" [label="(1, 16, 16, 384)", style=solid]; +"1884 view_101" -> "1885 permute_83" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1885 permute_83" -> "1886 reshape_81" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1886 reshape_81" -> "1888 linear_112" [label="(4, 64, 384)", style=solid]; +"1887 _frozen_param154" -> "1888 linear_112" [label="(1152,)", style=solid]; +"1888 linear_112" -> "1889 reshape_82" [label="(4, 64, 1152)", style=solid]; +"1889 reshape_82" -> "1890 permute_84" [label="(4, 64, 3, 12, 32)", style=solid]; +"1890 permute_84" -> "1891 select_54" [label="(3, 4, 12, 64, 32)", style=solid]; +"1890 permute_84" -> "1892 select_55" [label="(3, 4, 12, 64, 32)", style=solid]; +"1890 permute_84" -> "1893 select_56" [label="(3, 4, 12, 64, 32)", style=solid]; +"1891 select_54" -> "1894 linalg_vector_norm_36" [label="(4, 12, 64, 32)", style=solid]; +"1891 select_54" -> "1896 expand_as_36" [label="(4, 12, 64, 32)", style=solid]; +"1891 select_54" -> "1897 div_36" [label="(4, 12, 64, 32)", style=solid]; +"1892 select_55" -> "1900 linalg_vector_norm_37" [label="(4, 12, 64, 32)", style=solid]; +"1892 select_55" -> "1902 expand_as_37" [label="(4, 12, 64, 32)", style=solid]; +"1892 select_55" -> "1903 div_37" [label="(4, 12, 64, 32)", style=solid]; +"1893 select_56" -> "1913 matmul_37" [label="(4, 12, 64, 32)", style=solid]; +"1894 linalg_vector_norm_36" -> "1895 clamp_min_36" [label="(4, 12, 64, 1)", style=solid]; +"1895 clamp_min_36" -> "1896 expand_as_36" [label="(4, 12, 64, 1)", style=solid]; +"1896 expand_as_36" -> "1897 div_36" [label="(4, 12, 64, 32)", style=solid]; +"1897 div_36" -> "1898 quantize_per_tensor_default_112" [label="(4, 12, 64, 32)", style=solid]; +"1898 quantize_per_tensor_default_112" -> "1899 dequantize_per_tensor_default_112" [label=None, style=solid]; +"1899 dequantize_per_tensor_default_112" -> "1907 matmul_36" [label=None, style=solid]; +"1900 linalg_vector_norm_37" -> "1901 clamp_min_37" [label="(4, 12, 64, 1)", style=solid]; +"1901 clamp_min_37" -> "1902 expand_as_37" [label="(4, 12, 64, 1)", style=solid]; +"1902 expand_as_37" -> "1903 div_37" [label="(4, 12, 64, 32)", style=solid]; +"1903 div_37" -> "1904 quantize_per_tensor_default_113" [label="(4, 12, 64, 32)", style=solid]; +"1904 quantize_per_tensor_default_113" -> "1905 dequantize_per_tensor_default_113" [label=None, style=solid]; +"1905 dequantize_per_tensor_default_113" -> "1906 transpose_36" [label=None, style=solid]; +"1906 transpose_36" -> "1907 matmul_36" [label="(4, 12, 32, 64)", style=solid]; +"1907 matmul_36" -> "1909 mul_37" [label="(4, 12, 64, 64)", style=solid]; +"1908 _frozen_param156" -> "1909 mul_37" [label="(12, 1, 1)", style=solid]; +"1909 mul_37" -> "1910 add_63" [label="(4, 12, 64, 64)", style=solid]; +"1910 add_63" -> "1911 softmax_18" [label="(4, 12, 64, 64)", style=solid]; +"1911 softmax_18" -> "1912 dropout_72" [label="(4, 12, 64, 64)", style=solid]; +"1912 dropout_72" -> "1913 matmul_37" [label="(4, 12, 64, 64)", style=solid]; +"1913 matmul_37" -> "1914 quantize_per_tensor_default_114" [label="(4, 12, 64, 32)", style=solid]; +"1914 quantize_per_tensor_default_114" -> "1915 dequantize_per_tensor_default_114" [label=None, style=solid]; +"1915 dequantize_per_tensor_default_114" -> "1916 transpose_37" [label=None, style=solid]; +"1916 transpose_37" -> "1917 reshape_83" [label="(4, 64, 12, 32)", style=solid]; +"1917 reshape_83" -> "1918 linear_113" [label="(4, 64, 384)", style=solid]; +"1918 linear_113" -> "1919 dropout_73" [label="(4, 64, 384)", style=solid]; +"1919 dropout_73" -> "1920 view_102" [label="(4, 64, 384)", style=solid]; +"1920 view_102" -> "1921 permute_85" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1921 permute_85" -> "1922 reshape_84" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1922 reshape_84" -> "1923 slice_274" [label="(1, 16, 16, 384)", style=solid]; +"1923 slice_274" -> "1924 slice_275" [label="(1, 16, 16, 384)", style=solid]; +"1924 slice_275" -> "1925 slice_276" [label="(1, 14, 16, 384)", style=solid]; +"1925 slice_276" -> "1926 slice_277" [label="(1, 14, 14, 384)", style=solid]; +"1926 slice_277" -> "1927 contiguous_35" [label="(1, 14, 14, 384)", style=solid]; +"1927 contiguous_35" -> "1928 layer_norm_39" [label="(1, 14, 14, 384)", style=solid]; +"1928 layer_norm_39" -> "1929 add_64" [label="(1, 14, 14, 384)", style=solid]; +"1929 add_64" -> "1930 quantize_per_tensor_default_115" [label="(1, 14, 14, 384)", style=solid]; +"1929 add_64" -> "1940 add_65" [label="(1, 14, 14, 384)", style=solid]; +"1930 quantize_per_tensor_default_115" -> "1931 dequantize_per_tensor_default_115" [label=None, style=solid]; +"1931 dequantize_per_tensor_default_115" -> "1932 linear_114" [label=None, style=solid]; +"1932 linear_114" -> "1933 gelu_18" [label="(1, 14, 14, 1536)", style=solid]; +"1933 gelu_18" -> "1934 quantize_per_tensor_default_116" [label="(1, 14, 14, 1536)", style=solid]; +"1934 quantize_per_tensor_default_116" -> "1935 dequantize_per_tensor_default_116" [label=None, style=solid]; +"1935 dequantize_per_tensor_default_116" -> "1936 dropout_74" [label=None, style=solid]; +"1936 dropout_74" -> "1937 linear_115" [label="(1, 14, 14, 1536)", style=solid]; +"1937 linear_115" -> "1938 dropout_75" [label="(1, 14, 14, 384)", style=solid]; +"1938 dropout_75" -> "1939 layer_norm_40" [label="(1, 14, 14, 384)", style=solid]; +"1939 layer_norm_40" -> "1940 add_65" [label="(1, 14, 14, 384)", style=solid]; +"1940 add_65" -> "1942 pad_21" [label="(1, 14, 14, 384)", style=solid]; +"1940 add_65" -> "2008 add_68" [label="(1, 14, 14, 384)", style=solid]; +"1941 _frozen_param157" -> "1972 add_66" [label="(1, 12, 64, 64)", style=solid]; +"1942 pad_21" -> "1943 roll_18" [label="(1, 16, 16, 384)", style=solid]; +"1943 roll_18" -> "1944 view_105" [label="(1, 16, 16, 384)", style=solid]; +"1944 view_105" -> "1945 permute_87" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1945 permute_87" -> "1946 reshape_85" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1946 reshape_85" -> "1947 quantize_per_tensor_default_117" [label="(4, 64, 384)", style=solid]; +"1946 reshape_85" -> "1973 new_zeros_9" [label="(4, 64, 384)", style=solid]; +"1947 quantize_per_tensor_default_117" -> "1948 dequantize_per_tensor_default_117" [label=None, style=solid]; +"1948 dequantize_per_tensor_default_117" -> "1950 linear_118" [label=None, style=solid]; +"1949 _frozen_param158" -> "1950 linear_118" [label="(1152,)", style=solid]; +"1950 linear_118" -> "1951 reshape_86" [label="(4, 64, 1152)", style=solid]; +"1951 reshape_86" -> "1952 permute_88" [label="(4, 64, 3, 12, 32)", style=solid]; +"1952 permute_88" -> "1953 select_57" [label="(3, 4, 12, 64, 32)", style=solid]; +"1952 permute_88" -> "1954 select_58" [label="(3, 4, 12, 64, 32)", style=solid]; +"1952 permute_88" -> "1955 select_59" [label="(3, 4, 12, 64, 32)", style=solid]; +"1953 select_57" -> "1956 linalg_vector_norm_38" [label="(4, 12, 64, 32)", style=solid]; +"1953 select_57" -> "1958 expand_as_38" [label="(4, 12, 64, 32)", style=solid]; +"1953 select_57" -> "1959 div_38" [label="(4, 12, 64, 32)", style=solid]; +"1954 select_58" -> "1962 linalg_vector_norm_39" [label="(4, 12, 64, 32)", style=solid]; +"1954 select_58" -> "1964 expand_as_39" [label="(4, 12, 64, 32)", style=solid]; +"1954 select_58" -> "1965 div_39" [label="(4, 12, 64, 32)", style=solid]; +"1955 select_59" -> "1991 matmul_39" [label="(4, 12, 64, 32)", style=solid]; +"1956 linalg_vector_norm_38" -> "1957 clamp_min_38" [label="(4, 12, 64, 1)", style=solid]; +"1957 clamp_min_38" -> "1958 expand_as_38" [label="(4, 12, 64, 1)", style=solid]; +"1958 expand_as_38" -> "1959 div_38" [label="(4, 12, 64, 32)", style=solid]; +"1959 div_38" -> "1960 quantize_per_tensor_default_118" [label="(4, 12, 64, 32)", style=solid]; +"1960 quantize_per_tensor_default_118" -> "1961 dequantize_per_tensor_default_118" [label=None, style=solid]; +"1961 dequantize_per_tensor_default_118" -> "1969 matmul_38" [label=None, style=solid]; +"1962 linalg_vector_norm_39" -> "1963 clamp_min_39" [label="(4, 12, 64, 1)", style=solid]; +"1963 clamp_min_39" -> "1964 expand_as_39" [label="(4, 12, 64, 1)", style=solid]; +"1964 expand_as_39" -> "1965 div_39" [label="(4, 12, 64, 32)", style=solid]; +"1965 div_39" -> "1966 quantize_per_tensor_default_119" [label="(4, 12, 64, 32)", style=solid]; +"1966 quantize_per_tensor_default_119" -> "1967 dequantize_per_tensor_default_119" [label=None, style=solid]; +"1967 dequantize_per_tensor_default_119" -> "1968 transpose_38" [label=None, style=solid]; +"1968 transpose_38" -> "1969 matmul_38" [label="(4, 12, 32, 64)", style=solid]; +"1969 matmul_38" -> "1971 mul_39" [label="(4, 12, 64, 64)", style=solid]; +"1970 _frozen_param160" -> "1971 mul_39" [label="(12, 1, 1)", style=solid]; +"1971 mul_39" -> "1972 add_66" [label="(4, 12, 64, 64)", style=solid]; +"1972 add_66" -> "1984 view_107" [label="(4, 12, 64, 64)", style=solid]; +"1973 new_zeros_9" -> "1974 view_106" [label="(16, 16)", style=solid]; +"1974 view_106" -> "1975 permute_89" [label="(2, 8, 2, 8)", style=solid]; +"1975 permute_89" -> "1976 reshape_87" [label="(2, 2, 8, 8)", style=solid]; +"1976 reshape_87" -> "1977 unsqueeze_56" [label="(4, 64)", style=solid]; +"1976 reshape_87" -> "1978 unsqueeze_57" [label="(4, 64)", style=solid]; +"1977 unsqueeze_56" -> "1979 sub_9" [label="(4, 1, 64)", style=solid]; +"1978 unsqueeze_57" -> "1979 sub_9" [label="(4, 64, 1)", style=solid]; +"1979 sub_9" -> "1980 ne_9" [label="(4, 64, 64)", style=solid]; +"1979 sub_9" -> "1981 masked_fill_18" [label="(4, 64, 64)", style=solid]; +"1979 sub_9" -> "1982 eq_9" [label="(4, 64, 64)", style=solid]; +"1980 ne_9" -> "1981 masked_fill_18" [label="(4, 64, 64)", style=solid]; +"1981 masked_fill_18" -> "1983 masked_fill_19" [label="(4, 64, 64)", style=solid]; +"1982 eq_9" -> "1983 masked_fill_19" [label="(4, 64, 64)", style=solid]; +"1983 masked_fill_19" -> "1985 unsqueeze_58" [label="(4, 64, 64)", style=solid]; +"1984 view_107" -> "1987 add_67" [label="(1, 4, 12, 64, 64)", style=solid]; +"1985 unsqueeze_58" -> "1986 unsqueeze_59" [label="(4, 1, 64, 64)", style=solid]; +"1986 unsqueeze_59" -> "1987 add_67" [label="(1, 4, 1, 64, 64)", style=solid]; +"1987 add_67" -> "1988 view_108" [label="(1, 4, 12, 64, 64)", style=solid]; +"1988 view_108" -> "1989 softmax_19" [label="(4, 12, 64, 64)", style=solid]; +"1989 softmax_19" -> "1990 dropout_76" [label="(4, 12, 64, 64)", style=solid]; +"1990 dropout_76" -> "1991 matmul_39" [label="(4, 12, 64, 64)", style=solid]; +"1991 matmul_39" -> "1992 quantize_per_tensor_default_120" [label="(4, 12, 64, 32)", style=solid]; +"1992 quantize_per_tensor_default_120" -> "1993 dequantize_per_tensor_default_120" [label=None, style=solid]; +"1993 dequantize_per_tensor_default_120" -> "1994 transpose_39" [label=None, style=solid]; +"1994 transpose_39" -> "1995 reshape_88" [label="(4, 64, 12, 32)", style=solid]; +"1995 reshape_88" -> "1996 linear_119" [label="(4, 64, 384)", style=solid]; +"1996 linear_119" -> "1997 dropout_77" [label="(4, 64, 384)", style=solid]; +"1997 dropout_77" -> "1998 view_109" [label="(4, 64, 384)", style=solid]; +"1998 view_109" -> "1999 permute_90" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1999 permute_90" -> "2000 reshape_89" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"2000 reshape_89" -> "2001 roll_19" [label="(1, 16, 16, 384)", style=solid]; +"2001 roll_19" -> "2002 slice_297" [label="(1, 16, 16, 384)", style=solid]; +"2002 slice_297" -> "2003 slice_298" [label="(1, 16, 16, 384)", style=solid]; +"2003 slice_298" -> "2004 slice_299" [label="(1, 14, 16, 384)", style=solid]; +"2004 slice_299" -> "2005 slice_300" [label="(1, 14, 14, 384)", style=solid]; +"2005 slice_300" -> "2006 contiguous_37" [label="(1, 14, 14, 384)", style=solid]; +"2006 contiguous_37" -> "2007 layer_norm_41" [label="(1, 14, 14, 384)", style=solid]; +"2007 layer_norm_41" -> "2008 add_68" [label="(1, 14, 14, 384)", style=solid]; +"2008 add_68" -> "2009 quantize_per_tensor_default_121" [label="(1, 14, 14, 384)", style=solid]; +"2008 add_68" -> "2019 add_69" [label="(1, 14, 14, 384)", style=solid]; +"2009 quantize_per_tensor_default_121" -> "2010 dequantize_per_tensor_default_121" [label=None, style=solid]; +"2010 dequantize_per_tensor_default_121" -> "2011 linear_120" [label=None, style=solid]; +"2011 linear_120" -> "2012 gelu_19" [label="(1, 14, 14, 1536)", style=solid]; +"2012 gelu_19" -> "2013 quantize_per_tensor_default_122" [label="(1, 14, 14, 1536)", style=solid]; +"2013 quantize_per_tensor_default_122" -> "2014 dequantize_per_tensor_default_122" [label=None, style=solid]; +"2014 dequantize_per_tensor_default_122" -> "2015 dropout_78" [label=None, style=solid]; +"2015 dropout_78" -> "2016 linear_121" [label="(1, 14, 14, 1536)", style=solid]; +"2016 linear_121" -> "2017 dropout_79" [label="(1, 14, 14, 384)", style=solid]; +"2017 dropout_79" -> "2018 layer_norm_42" [label="(1, 14, 14, 384)", style=solid]; +"2018 layer_norm_42" -> "2019 add_69" [label="(1, 14, 14, 384)", style=solid]; +"2019 add_69" -> "2020 quantize_per_tensor_default_123" [label="(1, 14, 14, 384)", style=solid]; +"2019 add_69" -> "2069 add_71" [label="(1, 14, 14, 384)", style=solid]; +"2020 quantize_per_tensor_default_123" -> "2021 dequantize_per_tensor_default_123" [label=None, style=solid]; +"2021 dequantize_per_tensor_default_123" -> "2023 pad_22" [label=None, style=solid]; +"2022 _frozen_param170" -> "2050 add_70" [label="(1, 12, 64, 64)", style=solid]; +"2023 pad_22" -> "2024 view_112" [label="(1, 16, 16, 384)", style=solid]; +"2024 view_112" -> "2025 permute_92" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"2025 permute_92" -> "2026 reshape_90" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"2026 reshape_90" -> "2028 linear_124" [label="(4, 64, 384)", style=solid]; +"2027 _frozen_param171" -> "2028 linear_124" [label="(1152,)", style=solid]; +"2028 linear_124" -> "2029 reshape_91" [label="(4, 64, 1152)", style=solid]; +"2029 reshape_91" -> "2030 permute_93" [label="(4, 64, 3, 12, 32)", style=solid]; +"2030 permute_93" -> "2031 select_60" [label="(3, 4, 12, 64, 32)", style=solid]; +"2030 permute_93" -> "2032 select_61" [label="(3, 4, 12, 64, 32)", style=solid]; +"2030 permute_93" -> "2033 select_62" [label="(3, 4, 12, 64, 32)", style=solid]; +"2031 select_60" -> "2034 linalg_vector_norm_40" [label="(4, 12, 64, 32)", style=solid]; +"2031 select_60" -> "2036 expand_as_40" [label="(4, 12, 64, 32)", style=solid]; +"2031 select_60" -> "2037 div_40" [label="(4, 12, 64, 32)", style=solid]; +"2032 select_61" -> "2040 linalg_vector_norm_41" [label="(4, 12, 64, 32)", style=solid]; +"2032 select_61" -> "2042 expand_as_41" [label="(4, 12, 64, 32)", style=solid]; +"2032 select_61" -> "2043 div_41" [label="(4, 12, 64, 32)", style=solid]; +"2033 select_62" -> "2053 matmul_41" [label="(4, 12, 64, 32)", style=solid]; +"2034 linalg_vector_norm_40" -> "2035 clamp_min_40" [label="(4, 12, 64, 1)", style=solid]; +"2035 clamp_min_40" -> "2036 expand_as_40" [label="(4, 12, 64, 1)", style=solid]; +"2036 expand_as_40" -> "2037 div_40" [label="(4, 12, 64, 32)", style=solid]; +"2037 div_40" -> "2038 quantize_per_tensor_default_124" [label="(4, 12, 64, 32)", style=solid]; +"2038 quantize_per_tensor_default_124" -> "2039 dequantize_per_tensor_default_124" [label=None, style=solid]; +"2039 dequantize_per_tensor_default_124" -> "2047 matmul_40" [label=None, style=solid]; +"2040 linalg_vector_norm_41" -> "2041 clamp_min_41" [label="(4, 12, 64, 1)", style=solid]; +"2041 clamp_min_41" -> "2042 expand_as_41" [label="(4, 12, 64, 1)", style=solid]; +"2042 expand_as_41" -> "2043 div_41" [label="(4, 12, 64, 32)", style=solid]; +"2043 div_41" -> "2044 quantize_per_tensor_default_125" [label="(4, 12, 64, 32)", style=solid]; +"2044 quantize_per_tensor_default_125" -> "2045 dequantize_per_tensor_default_125" [label=None, style=solid]; +"2045 dequantize_per_tensor_default_125" -> "2046 transpose_40" [label=None, style=solid]; +"2046 transpose_40" -> "2047 matmul_40" [label="(4, 12, 32, 64)", style=solid]; +"2047 matmul_40" -> "2049 mul_41" [label="(4, 12, 64, 64)", style=solid]; +"2048 _frozen_param173" -> "2049 mul_41" [label="(12, 1, 1)", style=solid]; +"2049 mul_41" -> "2050 add_70" [label="(4, 12, 64, 64)", style=solid]; +"2050 add_70" -> "2051 softmax_20" [label="(4, 12, 64, 64)", style=solid]; +"2051 softmax_20" -> "2052 dropout_80" [label="(4, 12, 64, 64)", style=solid]; +"2052 dropout_80" -> "2053 matmul_41" 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relu_13" [id=191, type=relu]; +"192 quantize_per_tensor_default_16" [id=192, type=quantize_per_tensor]; +"193 dequantize_per_tensor_default_16" [id=193, type=dequantize_per_tensor]; +"194 conv_transpose2d_2" [id=194, type=conv_transpose2d]; +"195 quantize_per_tensor_default_17" [id=195, type=quantize_per_tensor]; +"196 dequantize_per_tensor_default_17" [id=196, type=dequantize_per_tensor]; +"197 slice_9" [id=197, type=slice]; +"198 slice_10" [id=198, type=slice]; +"199 slice_11" [id=199, type=slice]; +"200 slice_12" [id=200, type=slice]; +"201 cat_2" [id=201, type=cat]; +"202 conv2d_14" [id=202, type=conv2d]; +"203 relu_14" [id=203, type=relu]; +"204 quantize_per_tensor_default_18" [id=204, type=quantize_per_tensor]; +"205 dequantize_per_tensor_default_18" [id=205, type=dequantize_per_tensor]; +"206 conv2d_15" [id=206, type=conv2d]; +"207 relu_15" [id=207, type=relu]; +"208 quantize_per_tensor_default_19" [id=208, type=quantize_per_tensor]; +"209 dequantize_per_tensor_default_19" 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dequantize_per_channel_default" [label="(64,)", style=solid]; +"1 _zero_point_0" -> "3 dequantize_per_channel_default" [label="(64,)", style=solid]; +"2 _frozen_param0" -> "3 dequantize_per_channel_default" [label="(64, 3, 3, 3)", style=solid]; +"3 dequantize_per_channel_default" -> "118 conv2d" [label=None, style=solid]; +"4 down_path_0_block_0_bias" -> "118 conv2d" [label="(64,)", style=solid]; +"5 _scale_1" -> "8 dequantize_per_channel_default_1" [label="(64,)", style=solid]; +"6 _zero_point_1" -> "8 dequantize_per_channel_default_1" [label="(64,)", style=solid]; +"7 _frozen_param1" -> "8 dequantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; +"8 dequantize_per_channel_default_1" -> "122 conv2d_1" [label=None, style=solid]; +"9 down_path_0_block_3_bias" -> "122 conv2d_1" [label="(64,)", style=solid]; +"10 _scale_2" -> "13 dequantize_per_channel_default_2" [label="(128,)", style=solid]; +"11 _zero_point_2" -> "13 dequantize_per_channel_default_2" [label="(128,)", style=solid]; +"12 _frozen_param2" -> "13 dequantize_per_channel_default_2" [label="(128, 64, 3, 3)", style=solid]; +"13 dequantize_per_channel_default_2" -> "127 conv2d_2" [label=None, style=solid]; +"14 down_path_1_block_0_bias" -> "127 conv2d_2" [label="(128,)", style=solid]; +"15 _scale_3" -> "18 dequantize_per_channel_default_3" [label="(128,)", style=solid]; +"16 _zero_point_3" -> "18 dequantize_per_channel_default_3" [label="(128,)", style=solid]; +"17 _frozen_param3" -> "18 dequantize_per_channel_default_3" [label="(128, 128, 3, 3)", style=solid]; +"18 dequantize_per_channel_default_3" -> "131 conv2d_3" [label=None, style=solid]; +"19 down_path_1_block_3_bias" -> "131 conv2d_3" [label="(128,)", style=solid]; +"20 _scale_4" -> "23 dequantize_per_channel_default_4" [label="(256,)", style=solid]; +"21 _zero_point_4" -> "23 dequantize_per_channel_default_4" [label="(256,)", style=solid]; +"22 _frozen_param4" -> "23 dequantize_per_channel_default_4" [label="(256, 128, 3, 3)", style=solid]; +"23 dequantize_per_channel_default_4" -> "136 conv2d_4" [label=None, style=solid]; +"24 down_path_2_block_0_bias" -> "136 conv2d_4" [label="(256,)", style=solid]; +"25 _scale_5" -> "28 dequantize_per_channel_default_5" [label="(256,)", style=solid]; +"26 _zero_point_5" -> "28 dequantize_per_channel_default_5" [label="(256,)", style=solid]; +"27 _frozen_param5" -> "28 dequantize_per_channel_default_5" [label="(256, 256, 3, 3)", style=solid]; +"28 dequantize_per_channel_default_5" -> "140 conv2d_5" [label=None, style=solid]; +"29 down_path_2_block_3_bias" -> "140 conv2d_5" [label="(256,)", style=solid]; +"30 _scale_6" -> "33 dequantize_per_channel_default_6" [label="(512,)", style=solid]; +"31 _zero_point_6" -> "33 dequantize_per_channel_default_6" [label="(512,)", style=solid]; +"32 _frozen_param6" -> "33 dequantize_per_channel_default_6" [label="(512, 256, 3, 3)", style=solid]; +"33 dequantize_per_channel_default_6" -> "145 conv2d_6" [label=None, style=solid]; +"34 down_path_3_block_0_bias" -> "145 conv2d_6" [label="(512,)", style=solid]; +"35 _scale_7" -> "38 dequantize_per_channel_default_7" [label="(512,)", style=solid]; +"36 _zero_point_7" -> "38 dequantize_per_channel_default_7" [label="(512,)", style=solid]; +"37 _frozen_param7" -> "38 dequantize_per_channel_default_7" [label="(512, 512, 3, 3)", style=solid]; +"38 dequantize_per_channel_default_7" -> "149 conv2d_7" [label=None, style=solid]; +"39 down_path_3_block_3_bias" -> "149 conv2d_7" [label="(512,)", style=solid]; +"40 _scale_8" -> "43 dequantize_per_channel_default_8" [label="(1024,)", style=solid]; +"41 _zero_point_8" -> "43 dequantize_per_channel_default_8" [label="(1024,)", style=solid]; +"42 _frozen_param8" -> "43 dequantize_per_channel_default_8" [label="(1024, 512, 3, 3)", style=solid]; +"43 dequantize_per_channel_default_8" -> "154 conv2d_8" [label=None, style=solid]; +"44 down_path_4_block_0_bias" -> "154 conv2d_8" [label="(1024,)", style=solid]; +"45 _scale_9" -> "48 dequantize_per_channel_default_9" [label="(1024,)", style=solid]; +"46 _zero_point_9" -> "48 dequantize_per_channel_default_9" [label="(1024,)", style=solid]; +"47 _frozen_param9" -> "48 dequantize_per_channel_default_9" [label="(1024, 1024, 3, 3)", style=solid]; +"48 dequantize_per_channel_default_9" -> "158 conv2d_9" [label=None, style=solid]; +"49 down_path_4_block_3_bias" -> "158 conv2d_9" [label="(1024,)", style=solid]; +"50 _scale_10" -> "53 dequantize_per_channel_default_10" [label="(1024,)", style=solid]; +"51 _zero_point_10" -> "53 dequantize_per_channel_default_10" [label="(1024,)", style=solid]; +"52 _frozen_param10" -> "53 dequantize_per_channel_default_10" [label="(1024, 512, 2, 2)", style=solid]; +"53 dequantize_per_channel_default_10" -> "162 conv_transpose2d" [label=None, style=solid]; +"54 up_path_0_up_bias" -> "162 conv_transpose2d" [label="(512,)", style=solid]; +"55 _scale_11" -> "58 dequantize_per_channel_default_11" [label="(512,)", style=solid]; +"56 _zero_point_11" -> "58 dequantize_per_channel_default_11" [label="(512,)", style=solid]; +"57 _frozen_param11" -> "58 dequantize_per_channel_default_11" [label="(512, 1024, 3, 3)", style=solid]; +"58 dequantize_per_channel_default_11" -> "170 conv2d_10" [label=None, style=solid]; +"59 up_path_0_conv_block_block_0_bias" -> "170 conv2d_10" [label="(512,)", style=solid]; +"60 _scale_12" -> "63 dequantize_per_channel_default_12" [label="(512,)", style=solid]; +"61 _zero_point_12" -> "63 dequantize_per_channel_default_12" [label="(512,)", style=solid]; +"62 _frozen_param12" -> "63 dequantize_per_channel_default_12" [label="(512, 512, 3, 3)", style=solid]; +"63 dequantize_per_channel_default_12" -> "174 conv2d_11" [label=None, style=solid]; +"64 up_path_0_conv_block_block_3_bias" -> "174 conv2d_11" [label="(512,)", style=solid]; +"65 _scale_13" -> "68 dequantize_per_channel_default_13" [label="(512,)", style=solid]; +"66 _zero_point_13" -> "68 dequantize_per_channel_default_13" [label="(512,)", style=solid]; +"67 _frozen_param13" -> "68 dequantize_per_channel_default_13" [label="(512, 256, 2, 2)", style=solid]; +"68 dequantize_per_channel_default_13" -> "178 conv_transpose2d_1" [label=None, style=solid]; +"69 up_path_1_up_bias" -> "178 conv_transpose2d_1" [label="(256,)", style=solid]; +"70 _scale_14" -> "73 dequantize_per_channel_default_14" [label="(256,)", style=solid]; +"71 _zero_point_14" -> "73 dequantize_per_channel_default_14" [label="(256,)", style=solid]; +"72 _frozen_param14" -> "73 dequantize_per_channel_default_14" [label="(256, 512, 3, 3)", style=solid]; +"73 dequantize_per_channel_default_14" -> "186 conv2d_12" [label=None, style=solid]; +"74 up_path_1_conv_block_block_0_bias" -> "186 conv2d_12" [label="(256,)", style=solid]; +"75 _scale_15" -> "78 dequantize_per_channel_default_15" [label="(256,)", style=solid]; +"76 _zero_point_15" -> "78 dequantize_per_channel_default_15" [label="(256,)", style=solid]; +"77 _frozen_param15" -> "78 dequantize_per_channel_default_15" [label="(256, 256, 3, 3)", style=solid]; +"78 dequantize_per_channel_default_15" -> "190 conv2d_13" [label=None, style=solid]; +"79 up_path_1_conv_block_block_3_bias" -> "190 conv2d_13" [label="(256,)", style=solid]; +"80 _scale_16" -> "83 dequantize_per_channel_default_16" [label="(256,)", style=solid]; +"81 _zero_point_16" -> "83 dequantize_per_channel_default_16" [label="(256,)", style=solid]; +"82 _frozen_param16" -> "83 dequantize_per_channel_default_16" [label="(256, 128, 2, 2)", style=solid]; +"83 dequantize_per_channel_default_16" -> "194 conv_transpose2d_2" [label=None, style=solid]; +"84 up_path_2_up_bias" -> "194 conv_transpose2d_2" [label="(128,)", style=solid]; +"85 _scale_17" -> "88 dequantize_per_channel_default_17" [label="(128,)", style=solid]; +"86 _zero_point_17" -> "88 dequantize_per_channel_default_17" [label="(128,)", style=solid]; +"87 _frozen_param17" -> "88 dequantize_per_channel_default_17" [label="(128, 256, 3, 3)", style=solid]; +"88 dequantize_per_channel_default_17" -> "202 conv2d_14" [label=None, style=solid]; +"89 up_path_2_conv_block_block_0_bias" -> "202 conv2d_14" [label="(128,)", style=solid]; +"90 _scale_18" -> "93 dequantize_per_channel_default_18" [label="(128,)", style=solid]; +"91 _zero_point_18" -> "93 dequantize_per_channel_default_18" [label="(128,)", style=solid]; +"92 _frozen_param18" -> "93 dequantize_per_channel_default_18" [label="(128, 128, 3, 3)", style=solid]; +"93 dequantize_per_channel_default_18" -> "206 conv2d_15" [label=None, style=solid]; +"94 up_path_2_conv_block_block_3_bias" -> "206 conv2d_15" [label="(128,)", style=solid]; +"95 _scale_19" -> "98 dequantize_per_channel_default_19" [label="(128,)", style=solid]; +"96 _zero_point_19" -> "98 dequantize_per_channel_default_19" [label="(128,)", style=solid]; +"97 _frozen_param19" -> "98 dequantize_per_channel_default_19" [label="(128, 64, 2, 2)", style=solid]; +"98 dequantize_per_channel_default_19" -> "210 conv_transpose2d_3" [label=None, style=solid]; +"99 up_path_3_up_bias" -> "210 conv_transpose2d_3" [label="(64,)", style=solid]; +"100 _scale_20" -> "103 dequantize_per_channel_default_20" [label="(64,)", style=solid]; +"101 _zero_point_20" -> "103 dequantize_per_channel_default_20" [label="(64,)", style=solid]; +"102 _frozen_param20" -> "103 dequantize_per_channel_default_20" [label="(64, 128, 3, 3)", style=solid]; +"103 dequantize_per_channel_default_20" -> "218 conv2d_16" [label=None, style=solid]; +"104 up_path_3_conv_block_block_0_bias" -> "218 conv2d_16" [label="(64,)", style=solid]; +"105 _scale_21" -> "108 dequantize_per_channel_default_21" [label="(64,)", style=solid]; +"106 _zero_point_21" -> "108 dequantize_per_channel_default_21" [label="(64,)", style=solid]; +"107 _frozen_param21" -> "108 dequantize_per_channel_default_21" [label="(64, 64, 3, 3)", style=solid]; +"108 dequantize_per_channel_default_21" -> "222 conv2d_17" [label=None, style=solid]; +"109 up_path_3_conv_block_block_3_bias" -> "222 conv2d_17" [label="(64,)", style=solid]; +"110 _scale_22" -> "113 dequantize_per_channel_default_22" [label="(12,)", style=solid]; +"111 _zero_point_22" -> "113 dequantize_per_channel_default_22" [label="(12,)", style=solid]; +"112 _frozen_param22" -> "113 dequantize_per_channel_default_22" [label="(12, 64, 1, 1)", style=solid]; +"113 dequantize_per_channel_default_22" -> "226 conv2d_18" [label=None, style=solid]; +"114 last_bias" -> "226 conv2d_18" [label="(12,)", style=solid]; +"115 x" -> "116 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; +"116 quantize_per_tensor_default" -> "117 dequantize_per_tensor_default" [label=None, style=solid]; +"117 dequantize_per_tensor_default" -> "118 conv2d" [label=None, style=solid]; +"118 conv2d" -> "119 relu" [label="(1, 64, 222, 222)", style=solid]; +"119 relu" -> "120 quantize_per_tensor_default_1" [label="(1, 64, 222, 222)", style=solid]; +"120 quantize_per_tensor_default_1" -> "121 dequantize_per_tensor_default_1" [label=None, style=solid]; +"121 dequantize_per_tensor_default_1" -> "122 conv2d_1" [label=None, style=solid]; +"122 conv2d_1" -> "123 relu_1" [label="(1, 64, 220, 220)", style=solid]; +"123 relu_1" -> "124 quantize_per_tensor_default_2" [label="(1, 64, 220, 220)", style=solid]; +"124 quantize_per_tensor_default_2" -> "125 dequantize_per_tensor_default_2" [label=None, style=solid]; +"125 dequantize_per_tensor_default_2" -> "126 max_pool2d" [label=None, style=solid]; +"125 dequantize_per_tensor_default_2" -> "213 slice_13" [label=None, style=solid]; +"126 max_pool2d" -> "127 conv2d_2" [label="(1, 64, 110, 110)", style=solid]; +"127 conv2d_2" -> "128 relu_2" [label="(1, 128, 108, 108)", style=solid]; +"128 relu_2" -> "129 quantize_per_tensor_default_3" [label="(1, 128, 108, 108)", style=solid]; +"129 quantize_per_tensor_default_3" -> "130 dequantize_per_tensor_default_3" [label=None, style=solid]; +"130 dequantize_per_tensor_default_3" -> "131 conv2d_3" [label=None, style=solid]; +"131 conv2d_3" -> "132 relu_3" [label="(1, 128, 106, 106)", style=solid]; +"132 relu_3" -> "133 quantize_per_tensor_default_4" [label="(1, 128, 106, 106)", style=solid]; +"133 quantize_per_tensor_default_4" -> "134 dequantize_per_tensor_default_4" [label=None, style=solid]; +"134 dequantize_per_tensor_default_4" -> "135 max_pool2d_1" [label=None, style=solid]; +"134 dequantize_per_tensor_default_4" -> "197 slice_9" [label=None, style=solid]; +"135 max_pool2d_1" -> "136 conv2d_4" [label="(1, 128, 53, 53)", style=solid]; +"136 conv2d_4" -> "137 relu_4" [label="(1, 256, 51, 51)", style=solid]; +"137 relu_4" -> "138 quantize_per_tensor_default_5" [label="(1, 256, 51, 51)", style=solid]; +"138 quantize_per_tensor_default_5" -> "139 dequantize_per_tensor_default_5" [label=None, style=solid]; +"139 dequantize_per_tensor_default_5" -> "140 conv2d_5" [label=None, style=solid]; +"140 conv2d_5" -> "141 relu_5" [label="(1, 256, 49, 49)", style=solid]; +"141 relu_5" -> "142 quantize_per_tensor_default_6" [label="(1, 256, 49, 49)", style=solid]; +"142 quantize_per_tensor_default_6" -> "143 dequantize_per_tensor_default_6" [label=None, style=solid]; +"143 dequantize_per_tensor_default_6" -> "144 max_pool2d_2" [label=None, style=solid]; +"143 dequantize_per_tensor_default_6" -> "181 slice_5" [label=None, style=solid]; +"144 max_pool2d_2" -> "145 conv2d_6" [label="(1, 256, 24, 24)", style=solid]; +"145 conv2d_6" -> "146 relu_6" [label="(1, 512, 22, 22)", style=solid]; +"146 relu_6" -> "147 quantize_per_tensor_default_7" [label="(1, 512, 22, 22)", style=solid]; +"147 quantize_per_tensor_default_7" -> "148 dequantize_per_tensor_default_7" [label=None, style=solid]; +"148 dequantize_per_tensor_default_7" -> "149 conv2d_7" [label=None, style=solid]; +"149 conv2d_7" -> "150 relu_7" [label="(1, 512, 20, 20)", style=solid]; +"150 relu_7" -> "151 quantize_per_tensor_default_8" [label="(1, 512, 20, 20)", style=solid]; +"151 quantize_per_tensor_default_8" -> "152 dequantize_per_tensor_default_8" [label=None, style=solid]; +"152 dequantize_per_tensor_default_8" -> "153 max_pool2d_3" [label=None, style=solid]; +"152 dequantize_per_tensor_default_8" -> "165 slice_1" [label=None, style=solid]; +"153 max_pool2d_3" -> "154 conv2d_8" [label="(1, 512, 10, 10)", style=solid]; +"154 conv2d_8" -> "155 relu_8" [label="(1, 1024, 8, 8)", style=solid]; +"155 relu_8" -> "156 quantize_per_tensor_default_9" [label="(1, 1024, 8, 8)", style=solid]; +"156 quantize_per_tensor_default_9" -> "157 dequantize_per_tensor_default_9" [label=None, style=solid]; +"157 dequantize_per_tensor_default_9" -> "158 conv2d_9" [label=None, style=solid]; +"158 conv2d_9" -> "159 relu_9" [label="(1, 1024, 6, 6)", style=solid]; +"159 relu_9" -> "160 quantize_per_tensor_default_10" [label="(1, 1024, 6, 6)", style=solid]; +"160 quantize_per_tensor_default_10" -> "161 dequantize_per_tensor_default_10" [label=None, style=solid]; +"161 dequantize_per_tensor_default_10" -> "162 conv_transpose2d" [label=None, style=solid]; +"162 conv_transpose2d" -> "163 quantize_per_tensor_default_11" [label="(1, 512, 12, 12)", style=solid]; +"163 quantize_per_tensor_default_11" -> "164 dequantize_per_tensor_default_11" [label=None, style=solid]; +"164 dequantize_per_tensor_default_11" -> "169 cat" [label=None, style=solid]; +"165 slice_1" -> "166 slice_2" [label="(1, 512, 20, 20)", style=solid]; +"166 slice_2" -> "167 slice_3" [label="(1, 512, 20, 20)", style=solid]; +"167 slice_3" -> "168 slice_4" [label="(1, 512, 12, 20)", style=solid]; +"168 slice_4" -> "169 cat" [label="(1, 512, 12, 12)", style=solid]; +"169 cat" -> "170 conv2d_10" [label="(1, 1024, 12, 12)", style=solid]; +"170 conv2d_10" -> "171 relu_10" [label="(1, 512, 10, 10)", style=solid]; +"171 relu_10" -> "172 quantize_per_tensor_default_12" [label="(1, 512, 10, 10)", style=solid]; +"172 quantize_per_tensor_default_12" -> "173 dequantize_per_tensor_default_12" [label=None, style=solid]; +"173 dequantize_per_tensor_default_12" -> "174 conv2d_11" [label=None, style=solid]; +"174 conv2d_11" -> "175 relu_11" [label="(1, 512, 8, 8)", style=solid]; +"175 relu_11" -> "176 quantize_per_tensor_default_13" [label="(1, 512, 8, 8)", style=solid]; +"176 quantize_per_tensor_default_13" -> "177 dequantize_per_tensor_default_13" [label=None, style=solid]; +"177 dequantize_per_tensor_default_13" -> "178 conv_transpose2d_1" [label=None, style=solid]; +"178 conv_transpose2d_1" -> "179 quantize_per_tensor_default_14" [label="(1, 256, 16, 16)", style=solid]; +"179 quantize_per_tensor_default_14" -> "180 dequantize_per_tensor_default_14" [label=None, style=solid]; +"180 dequantize_per_tensor_default_14" -> "185 cat_1" [label=None, style=solid]; +"181 slice_5" -> "182 slice_6" [label="(1, 256, 49, 49)", style=solid]; +"182 slice_6" -> "183 slice_7" [label="(1, 256, 49, 49)", style=solid]; +"183 slice_7" -> "184 slice_8" [label="(1, 256, 16, 49)", style=solid]; +"184 slice_8" -> "185 cat_1" [label="(1, 256, 16, 16)", style=solid]; +"185 cat_1" -> "186 conv2d_12" [label="(1, 512, 16, 16)", style=solid]; +"186 conv2d_12" -> "187 relu_12" [label="(1, 256, 14, 14)", style=solid]; +"187 relu_12" -> "188 quantize_per_tensor_default_15" [label="(1, 256, 14, 14)", style=solid]; +"188 quantize_per_tensor_default_15" -> "189 dequantize_per_tensor_default_15" [label=None, style=solid]; +"189 dequantize_per_tensor_default_15" -> "190 conv2d_13" [label=None, style=solid]; +"190 conv2d_13" -> "191 relu_13" [label="(1, 256, 12, 12)", style=solid]; +"191 relu_13" -> "192 quantize_per_tensor_default_16" [label="(1, 256, 12, 12)", style=solid]; +"192 quantize_per_tensor_default_16" -> "193 dequantize_per_tensor_default_16" [label=None, style=solid]; +"193 dequantize_per_tensor_default_16" -> "194 conv_transpose2d_2" [label=None, style=solid]; +"194 conv_transpose2d_2" -> "195 quantize_per_tensor_default_17" [label="(1, 128, 24, 24)", style=solid]; +"195 quantize_per_tensor_default_17" -> "196 dequantize_per_tensor_default_17" [label=None, style=solid]; +"196 dequantize_per_tensor_default_17" -> "201 cat_2" [label=None, style=solid]; +"197 slice_9" -> "198 slice_10" [label="(1, 128, 106, 106)", style=solid]; +"198 slice_10" -> "199 slice_11" [label="(1, 128, 106, 106)", style=solid]; +"199 slice_11" -> "200 slice_12" [label="(1, 128, 24, 106)", style=solid]; +"200 slice_12" -> "201 cat_2" [label="(1, 128, 24, 24)", style=solid]; +"201 cat_2" -> "202 conv2d_14" [label="(1, 256, 24, 24)", style=solid]; +"202 conv2d_14" -> "203 relu_14" [label="(1, 128, 22, 22)", style=solid]; +"203 relu_14" -> "204 quantize_per_tensor_default_18" [label="(1, 128, 22, 22)", style=solid]; +"204 quantize_per_tensor_default_18" -> "205 dequantize_per_tensor_default_18" [label=None, style=solid]; +"205 dequantize_per_tensor_default_18" -> "206 conv2d_15" [label=None, style=solid]; +"206 conv2d_15" -> "207 relu_15" [label="(1, 128, 20, 20)", style=solid]; +"207 relu_15" -> "208 quantize_per_tensor_default_19" [label="(1, 128, 20, 20)", style=solid]; +"208 quantize_per_tensor_default_19" -> "209 dequantize_per_tensor_default_19" [label=None, style=solid]; +"209 dequantize_per_tensor_default_19" -> "210 conv_transpose2d_3" [label=None, style=solid]; +"210 conv_transpose2d_3" -> "211 quantize_per_tensor_default_20" [label="(1, 64, 40, 40)", style=solid]; +"211 quantize_per_tensor_default_20" -> "212 dequantize_per_tensor_default_20" [label=None, style=solid]; +"212 dequantize_per_tensor_default_20" -> "217 cat_3" [label=None, style=solid]; +"213 slice_13" -> "214 slice_14" [label="(1, 64, 220, 220)", style=solid]; +"214 slice_14" -> "215 slice_15" [label="(1, 64, 220, 220)", style=solid]; +"215 slice_15" -> "216 slice_16" [label="(1, 64, 40, 220)", style=solid]; +"216 slice_16" -> "217 cat_3" [label="(1, 64, 40, 40)", style=solid]; +"217 cat_3" -> "218 conv2d_16" [label="(1, 128, 40, 40)", style=solid]; +"218 conv2d_16" -> "219 relu_16" [label="(1, 64, 38, 38)", style=solid]; +"219 relu_16" -> "220 quantize_per_tensor_default_21" [label="(1, 64, 38, 38)", style=solid]; +"220 quantize_per_tensor_default_21" -> "221 dequantize_per_tensor_default_21" [label=None, style=solid]; +"221 dequantize_per_tensor_default_21" -> "222 conv2d_17" [label=None, style=solid]; +"222 conv2d_17" -> "223 relu_17" [label="(1, 64, 36, 36)", style=solid]; +"223 relu_17" -> "224 quantize_per_tensor_default_22" [label="(1, 64, 36, 36)", style=solid]; +"224 quantize_per_tensor_default_22" -> "225 dequantize_per_tensor_default_22" [label=None, style=solid]; +"225 dequantize_per_tensor_default_22" -> "226 conv2d_18" [label=None, style=solid]; +"226 conv2d_18" -> "227 output_1" [label="(1, 12, 36, 36)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/vit_b_16.dot b/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/vit_b_16.dot new file mode 100644 index 00000000000..c54eee713de --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/vit_b_16.dot @@ -0,0 +1,1789 @@ +strict digraph { +"0 encoder_pos_embedding" [id=0, type=get_attr]; +"1 _scale_0" [id=1, type=get_attr]; +"2 _zero_point_0" [id=2, type=get_attr]; +"3 _frozen_param1" [id=3, type=get_attr]; +"4 dequantize_per_channel_default" [id=4, type=dequantize_per_channel]; +"5 conv_proj_bias" [id=5, type=get_attr]; +"6 encoder_layers_encoder_layer_0_ln_1_weight" [id=6, type=get_attr]; +"7 encoder_layers_encoder_layer_0_ln_1_bias" [id=7, type=get_attr]; +"8 _scale_1" [id=8, type=get_attr]; +"9 _zero_point_1" [id=9, type=get_attr]; +"10 _frozen_param2" [id=10, type=get_attr]; +"11 dequantize_per_channel_default_1" [id=11, type=dequantize_per_channel]; +"12 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" [id=12, type=get_attr]; +"13 _scale_2" [id=13, type=get_attr]; +"14 _zero_point_2" [id=14, type=get_attr]; +"15 _frozen_param3" [id=15, type=get_attr]; +"16 dequantize_per_channel_default_2" [id=16, type=dequantize_per_channel]; +"17 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" [id=17, type=get_attr]; +"18 encoder_layers_encoder_layer_0_ln_2_weight" [id=18, type=get_attr]; +"19 encoder_layers_encoder_layer_0_ln_2_bias" [id=19, type=get_attr]; +"20 _scale_3" [id=20, type=get_attr]; +"21 _zero_point_3" [id=21, type=get_attr]; +"22 _frozen_param4" [id=22, type=get_attr]; +"23 dequantize_per_channel_default_3" [id=23, type=dequantize_per_channel]; +"24 encoder_layers_encoder_layer_0_mlp_0_bias" [id=24, type=get_attr]; +"25 _scale_4" [id=25, type=get_attr]; +"26 _zero_point_4" [id=26, type=get_attr]; +"27 _frozen_param5" [id=27, type=get_attr]; +"28 dequantize_per_channel_default_4" [id=28, type=dequantize_per_channel]; +"29 encoder_layers_encoder_layer_0_mlp_3_bias" [id=29, type=get_attr]; +"30 encoder_layers_encoder_layer_1_ln_1_weight" [id=30, type=get_attr]; +"31 encoder_layers_encoder_layer_1_ln_1_bias" [id=31, type=get_attr]; +"32 _scale_5" [id=32, type=get_attr]; +"33 _zero_point_5" [id=33, type=get_attr]; +"34 _frozen_param6" [id=34, type=get_attr]; +"35 dequantize_per_channel_default_5" [id=35, type=dequantize_per_channel]; +"36 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" [id=36, type=get_attr]; +"37 _scale_6" [id=37, type=get_attr]; +"38 _zero_point_6" [id=38, type=get_attr]; +"39 _frozen_param7" [id=39, type=get_attr]; +"40 dequantize_per_channel_default_6" [id=40, type=dequantize_per_channel]; +"41 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" [id=41, type=get_attr]; +"42 encoder_layers_encoder_layer_1_ln_2_weight" [id=42, type=get_attr]; +"43 encoder_layers_encoder_layer_1_ln_2_bias" [id=43, type=get_attr]; +"44 _scale_7" [id=44, type=get_attr]; +"45 _zero_point_7" [id=45, type=get_attr]; +"46 _frozen_param8" [id=46, type=get_attr]; +"47 dequantize_per_channel_default_7" [id=47, type=dequantize_per_channel]; +"48 encoder_layers_encoder_layer_1_mlp_0_bias" [id=48, type=get_attr]; +"49 _scale_8" [id=49, type=get_attr]; +"50 _zero_point_8" [id=50, type=get_attr]; +"51 _frozen_param9" [id=51, type=get_attr]; +"52 dequantize_per_channel_default_8" [id=52, type=dequantize_per_channel]; +"53 encoder_layers_encoder_layer_1_mlp_3_bias" [id=53, type=get_attr]; +"54 encoder_layers_encoder_layer_2_ln_1_weight" [id=54, type=get_attr]; +"55 encoder_layers_encoder_layer_2_ln_1_bias" [id=55, type=get_attr]; +"56 _scale_9" [id=56, type=get_attr]; +"57 _zero_point_9" [id=57, type=get_attr]; +"58 _frozen_param10" [id=58, type=get_attr]; +"59 dequantize_per_channel_default_9" [id=59, type=dequantize_per_channel]; +"60 encoder_layers_encoder_layer_2_self_attention_in_proj_bias" [id=60, type=get_attr]; +"61 _scale_10" [id=61, type=get_attr]; +"62 _zero_point_10" [id=62, type=get_attr]; +"63 _frozen_param11" [id=63, type=get_attr]; +"64 dequantize_per_channel_default_10" [id=64, type=dequantize_per_channel]; +"65 encoder_layers_encoder_layer_2_self_attention_out_proj_bias" [id=65, type=get_attr]; +"66 encoder_layers_encoder_layer_2_ln_2_weight" [id=66, type=get_attr]; +"67 encoder_layers_encoder_layer_2_ln_2_bias" [id=67, type=get_attr]; +"68 _scale_11" [id=68, type=get_attr]; +"69 _zero_point_11" [id=69, type=get_attr]; +"70 _frozen_param12" [id=70, type=get_attr]; +"71 dequantize_per_channel_default_11" [id=71, type=dequantize_per_channel]; +"72 encoder_layers_encoder_layer_2_mlp_0_bias" [id=72, type=get_attr]; +"73 _scale_12" [id=73, type=get_attr]; +"74 _zero_point_12" [id=74, type=get_attr]; +"75 _frozen_param13" [id=75, type=get_attr]; +"76 dequantize_per_channel_default_12" [id=76, type=dequantize_per_channel]; +"77 encoder_layers_encoder_layer_2_mlp_3_bias" [id=77, type=get_attr]; +"78 encoder_layers_encoder_layer_3_ln_1_weight" [id=78, type=get_attr]; +"79 encoder_layers_encoder_layer_3_ln_1_bias" [id=79, type=get_attr]; +"80 _scale_13" [id=80, type=get_attr]; +"81 _zero_point_13" [id=81, type=get_attr]; +"82 _frozen_param14" [id=82, type=get_attr]; +"83 dequantize_per_channel_default_13" [id=83, type=dequantize_per_channel]; +"84 encoder_layers_encoder_layer_3_self_attention_in_proj_bias" [id=84, type=get_attr]; +"85 _scale_14" [id=85, type=get_attr]; +"86 _zero_point_14" [id=86, type=get_attr]; +"87 _frozen_param15" [id=87, type=get_attr]; +"88 dequantize_per_channel_default_14" [id=88, type=dequantize_per_channel]; +"89 encoder_layers_encoder_layer_3_self_attention_out_proj_bias" [id=89, type=get_attr]; +"90 encoder_layers_encoder_layer_3_ln_2_weight" [id=90, type=get_attr]; +"91 encoder_layers_encoder_layer_3_ln_2_bias" [id=91, type=get_attr]; +"92 _scale_15" [id=92, type=get_attr]; +"93 _zero_point_15" [id=93, type=get_attr]; +"94 _frozen_param16" [id=94, type=get_attr]; +"95 dequantize_per_channel_default_15" [id=95, type=dequantize_per_channel]; +"96 encoder_layers_encoder_layer_3_mlp_0_bias" [id=96, type=get_attr]; 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encoder_layers_encoder_layer_0_ln_1_weight" -> "311 layer_norm" [label="(768,)", style=solid]; +"7 encoder_layers_encoder_layer_0_ln_1_bias" -> "311 layer_norm" [label="(768,)", style=solid]; +"8 _scale_1" -> "11 dequantize_per_channel_default_1" [label="(2304,)", style=solid]; +"9 _zero_point_1" -> "11 dequantize_per_channel_default_1" [label="(2304,)", style=solid]; +"10 _frozen_param2" -> "11 dequantize_per_channel_default_1" [label="(2304, 768)", style=solid]; +"11 dequantize_per_channel_default_1" -> "315 linear" [label=None, style=solid]; +"12 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" -> "315 linear" [label="(2304,)", style=solid]; +"13 _scale_2" -> "16 dequantize_per_channel_default_2" [label="(768,)", style=solid]; +"14 _zero_point_2" -> "16 dequantize_per_channel_default_2" [label="(768,)", style=solid]; +"15 _frozen_param3" -> "16 dequantize_per_channel_default_2" [label="(768, 768)", style=solid]; +"16 dequantize_per_channel_default_2" -> "341 linear_1" 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_frozen_param5" -> "28 dequantize_per_channel_default_4" [label="(768, 3072)", style=solid]; +"28 dequantize_per_channel_default_4" -> "354 linear_3" [label=None, style=solid]; +"29 encoder_layers_encoder_layer_0_mlp_3_bias" -> "354 linear_3" [label="(768,)", style=solid]; +"30 encoder_layers_encoder_layer_1_ln_1_weight" -> "357 layer_norm_2" [label="(768,)", style=solid]; +"31 encoder_layers_encoder_layer_1_ln_1_bias" -> "357 layer_norm_2" [label="(768,)", style=solid]; +"32 _scale_5" -> "35 dequantize_per_channel_default_5" [label="(2304,)", style=solid]; +"33 _zero_point_5" -> "35 dequantize_per_channel_default_5" [label="(2304,)", style=solid]; +"34 _frozen_param6" -> "35 dequantize_per_channel_default_5" [label="(2304, 768)", style=solid]; +"35 dequantize_per_channel_default_5" -> "361 linear_4" [label=None, style=solid]; +"36 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" -> "361 linear_4" [label="(2304,)", style=solid]; +"37 _scale_6" -> "40 dequantize_per_channel_default_6" [label="(768,)", style=solid]; +"38 _zero_point_6" -> "40 dequantize_per_channel_default_6" [label="(768,)", style=solid]; +"39 _frozen_param7" -> "40 dequantize_per_channel_default_6" [label="(768, 768)", style=solid]; +"40 dequantize_per_channel_default_6" -> "387 linear_5" [label=None, style=solid]; +"41 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" -> "387 linear_5" [label="(768,)", style=solid]; +"42 encoder_layers_encoder_layer_1_ln_2_weight" -> "392 layer_norm_3" [label="(768,)", style=solid]; +"43 encoder_layers_encoder_layer_1_ln_2_bias" -> "392 layer_norm_3" [label="(768,)", style=solid]; +"44 _scale_7" -> "47 dequantize_per_channel_default_7" [label="(3072,)", style=solid]; +"45 _zero_point_7" -> "47 dequantize_per_channel_default_7" [label="(3072,)", style=solid]; +"46 _frozen_param8" -> "47 dequantize_per_channel_default_7" [label="(3072, 768)", style=solid]; +"47 dequantize_per_channel_default_7" -> "395 linear_6" 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dequantize_per_channel_default_28" [label="(768,)", style=solid]; +"170 _zero_point_28" -> "172 dequantize_per_channel_default_28" [label="(768,)", style=solid]; +"171 _frozen_param29" -> "172 dequantize_per_channel_default_28" [label="(768, 3072)", style=solid]; +"172 dequantize_per_channel_default_28" -> "630 linear_27" [label=None, style=solid]; +"173 encoder_layers_encoder_layer_6_mlp_3_bias" -> "630 linear_27" [label="(768,)", style=solid]; +"174 encoder_layers_encoder_layer_7_ln_1_weight" -> "633 layer_norm_14" [label="(768,)", style=solid]; +"175 encoder_layers_encoder_layer_7_ln_1_bias" -> "633 layer_norm_14" [label="(768,)", style=solid]; +"176 _scale_29" -> "179 dequantize_per_channel_default_29" [label="(2304,)", style=solid]; +"177 _zero_point_29" -> "179 dequantize_per_channel_default_29" [label="(2304,)", style=solid]; +"178 _frozen_param30" -> "179 dequantize_per_channel_default_29" [label="(2304, 768)", style=solid]; +"179 dequantize_per_channel_default_29" -> "637 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style=solid]; +"220 dequantize_per_channel_default_36" -> "722 linear_35" [label=None, style=solid]; +"221 encoder_layers_encoder_layer_8_mlp_3_bias" -> "722 linear_35" [label="(768,)", style=solid]; +"222 encoder_layers_encoder_layer_9_ln_1_weight" -> "725 layer_norm_18" [label="(768,)", style=solid]; +"223 encoder_layers_encoder_layer_9_ln_1_bias" -> "725 layer_norm_18" [label="(768,)", style=solid]; +"224 _scale_37" -> "227 dequantize_per_channel_default_37" [label="(2304,)", style=solid]; +"225 _zero_point_37" -> "227 dequantize_per_channel_default_37" [label="(2304,)", style=solid]; +"226 _frozen_param38" -> "227 dequantize_per_channel_default_37" [label="(2304, 768)", style=solid]; +"227 dequantize_per_channel_default_37" -> "729 linear_36" [label=None, style=solid]; +"228 encoder_layers_encoder_layer_9_self_attention_in_proj_bias" -> "729 linear_36" [label="(2304,)", style=solid]; +"229 _scale_38" -> "232 dequantize_per_channel_default_38" [label="(768,)", style=solid]; +"230 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encoder_layers_encoder_layer_9_mlp_0_bias" -> "763 linear_38" [label="(3072,)", style=solid]; +"241 _scale_40" -> "244 dequantize_per_channel_default_40" [label="(768,)", style=solid]; +"242 _zero_point_40" -> "244 dequantize_per_channel_default_40" [label="(768,)", style=solid]; +"243 _frozen_param41" -> "244 dequantize_per_channel_default_40" [label="(768, 3072)", style=solid]; +"244 dequantize_per_channel_default_40" -> "768 linear_39" [label=None, style=solid]; +"245 encoder_layers_encoder_layer_9_mlp_3_bias" -> "768 linear_39" [label="(768,)", style=solid]; +"246 encoder_layers_encoder_layer_10_ln_1_weight" -> "771 layer_norm_20" [label="(768,)", style=solid]; +"247 encoder_layers_encoder_layer_10_ln_1_bias" -> "771 layer_norm_20" [label="(768,)", style=solid]; +"248 _scale_41" -> "251 dequantize_per_channel_default_41" [label="(2304,)", style=solid]; +"249 _zero_point_41" -> "251 dequantize_per_channel_default_41" [label="(2304,)", style=solid]; +"250 _frozen_param42" -> "251 dequantize_per_channel_default_41" [label="(2304, 768)", style=solid]; +"251 dequantize_per_channel_default_41" -> "775 linear_40" [label=None, style=solid]; +"252 encoder_layers_encoder_layer_10_self_attention_in_proj_bias" -> "775 linear_40" [label="(2304,)", style=solid]; +"253 _scale_42" -> "256 dequantize_per_channel_default_42" [label="(768,)", style=solid]; +"254 _zero_point_42" -> "256 dequantize_per_channel_default_42" [label="(768,)", style=solid]; +"255 _frozen_param43" -> "256 dequantize_per_channel_default_42" [label="(768, 768)", style=solid]; +"256 dequantize_per_channel_default_42" -> "801 linear_41" [label=None, style=solid]; +"257 encoder_layers_encoder_layer_10_self_attention_out_proj_bias" -> "801 linear_41" [label="(768,)", style=solid]; +"258 encoder_layers_encoder_layer_10_ln_2_weight" -> "806 layer_norm_21" [label="(768,)", style=solid]; +"259 encoder_layers_encoder_layer_10_ln_2_bias" -> "806 layer_norm_21" [label="(768,)", style=solid]; +"260 _scale_43" -> "263 dequantize_per_channel_default_43" [label="(3072,)", style=solid]; +"261 _zero_point_43" -> "263 dequantize_per_channel_default_43" [label="(3072,)", style=solid]; +"262 _frozen_param44" -> "263 dequantize_per_channel_default_43" [label="(3072, 768)", style=solid]; +"263 dequantize_per_channel_default_43" -> "809 linear_42" [label=None, style=solid]; +"264 encoder_layers_encoder_layer_10_mlp_0_bias" -> "809 linear_42" [label="(3072,)", style=solid]; +"265 _scale_44" -> "268 dequantize_per_channel_default_44" [label="(768,)", style=solid]; +"266 _zero_point_44" -> "268 dequantize_per_channel_default_44" [label="(768,)", style=solid]; +"267 _frozen_param45" -> "268 dequantize_per_channel_default_44" [label="(768, 3072)", style=solid]; +"268 dequantize_per_channel_default_44" -> "814 linear_43" [label=None, style=solid]; +"269 encoder_layers_encoder_layer_10_mlp_3_bias" -> "814 linear_43" [label="(768,)", style=solid]; +"270 encoder_layers_encoder_layer_11_ln_1_weight" -> "817 layer_norm_22" [label="(768,)", style=solid]; +"271 encoder_layers_encoder_layer_11_ln_1_bias" -> "817 layer_norm_22" [label="(768,)", style=solid]; +"272 _scale_45" -> "275 dequantize_per_channel_default_45" [label="(2304,)", style=solid]; +"273 _zero_point_45" -> "275 dequantize_per_channel_default_45" [label="(2304,)", style=solid]; +"274 _frozen_param46" -> "275 dequantize_per_channel_default_45" [label="(2304, 768)", style=solid]; +"275 dequantize_per_channel_default_45" -> "821 linear_44" [label=None, style=solid]; +"276 encoder_layers_encoder_layer_11_self_attention_in_proj_bias" -> "821 linear_44" [label="(2304,)", style=solid]; +"277 _scale_46" -> "280 dequantize_per_channel_default_46" [label="(768,)", style=solid]; +"278 _zero_point_46" -> "280 dequantize_per_channel_default_46" [label="(768,)", style=solid]; +"279 _frozen_param47" -> "280 dequantize_per_channel_default_46" [label="(768, 768)", style=solid]; +"280 dequantize_per_channel_default_46" -> "847 linear_45" [label=None, style=solid]; +"281 encoder_layers_encoder_layer_11_self_attention_out_proj_bias" -> "847 linear_45" [label="(768,)", style=solid]; +"282 encoder_layers_encoder_layer_11_ln_2_weight" -> "852 layer_norm_23" [label="(768,)", style=solid]; +"283 encoder_layers_encoder_layer_11_ln_2_bias" -> "852 layer_norm_23" [label="(768,)", style=solid]; +"284 _scale_47" -> "287 dequantize_per_channel_default_47" [label="(3072,)", style=solid]; +"285 _zero_point_47" -> "287 dequantize_per_channel_default_47" [label="(3072,)", style=solid]; +"286 _frozen_param48" -> "287 dequantize_per_channel_default_47" [label="(3072, 768)", style=solid]; +"287 dequantize_per_channel_default_47" -> "855 linear_46" [label=None, style=solid]; +"288 encoder_layers_encoder_layer_11_mlp_0_bias" -> "855 linear_46" [label="(3072,)", style=solid]; +"289 _scale_48" -> "292 dequantize_per_channel_default_48" [label="(768,)", style=solid]; +"290 _zero_point_48" -> "292 dequantize_per_channel_default_48" [label="(768,)", style=solid]; +"291 _frozen_param49" -> "292 dequantize_per_channel_default_48" [label="(768, 3072)", style=solid]; +"292 dequantize_per_channel_default_48" -> "860 linear_47" [label=None, style=solid]; +"293 encoder_layers_encoder_layer_11_mlp_3_bias" -> "860 linear_47" [label="(768,)", style=solid]; +"294 encoder_ln_weight" -> "863 layer_norm_24" [label="(768,)", style=solid]; +"295 encoder_ln_bias" -> "863 layer_norm_24" [label="(768,)", style=solid]; +"296 _scale_49" -> "299 dequantize_per_channel_default_49" [label="(1000,)", style=solid]; +"297 _zero_point_49" -> "299 dequantize_per_channel_default_49" [label="(1000,)", style=solid]; +"298 _frozen_param50" -> "299 dequantize_per_channel_default_49" [label="(1000, 768)", style=solid]; +"299 dequantize_per_channel_default_49" -> "868 linear_48" [label=None, style=solid]; +"300 heads_head_bias" -> "868 linear_48" [label="(1000,)", style=solid]; +"301 x" -> "302 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; +"302 quantize_per_tensor_default" -> "303 dequantize_per_tensor_default" [label=None, style=solid]; +"303 dequantize_per_tensor_default" -> "304 conv2d" [label=None, style=solid]; +"304 conv2d" -> "305 reshape" [label="(1, 768, 14, 14)", style=solid]; +"305 reshape" -> "306 permute" [label="(1, 768, 196)", style=solid]; +"306 permute" -> "308 cat" [label="(1, 196, 768)", style=solid]; +"307 _frozen_param0" -> "308 cat" [label="(1, 1, 768)", style=solid]; +"308 cat" -> "309 add" [label="(1, 197, 768)", style=solid]; +"309 add" -> "310 dropout" [label="(1, 197, 768)", style=solid]; +"310 dropout" -> "311 layer_norm" [label="(1, 197, 768)", style=solid]; +"310 dropout" -> "345 add_1" [label="(1, 197, 768)", style=solid]; +"311 layer_norm" -> "312 quantize_per_tensor_default_1" [label="(1, 197, 768)", style=solid]; +"312 quantize_per_tensor_default_1" -> "313 dequantize_per_tensor_default_1" [label=None, style=solid]; +"313 dequantize_per_tensor_default_1" -> "314 transpose" [label=None, style=solid]; +"314 transpose" -> "315 linear" [label="(197, 1, 768)", style=solid]; +"315 linear" -> "316 unflatten" [label="(197, 1, 2304)", style=solid]; +"316 unflatten" -> "317 unsqueeze" [label="(197, 1, 3, 768)", style=solid]; +"317 unsqueeze" -> "318 transpose_1" [label="(1, 197, 1, 3, 768)", style=solid]; +"318 transpose_1" -> "319 squeeze" [label="(3, 197, 1, 1, 768)", style=solid]; +"319 squeeze" -> "320 contiguous" [label="(3, 197, 1, 768)", style=solid]; +"320 contiguous" -> "321 quantize_per_tensor_default_2" [label="(3, 197, 1, 768)", style=solid]; +"320 contiguous" -> "326 select_2" [label="(3, 197, 1, 768)", style=solid]; +"321 quantize_per_tensor_default_2" -> "322 dequantize_per_tensor_default_63" [label=None, style=solid]; +"321 quantize_per_tensor_default_2" -> "323 dequantize_per_tensor_default_62" [label=None, style=solid]; +"322 dequantize_per_tensor_default_63" -> "325 select_1" [label=None, style=solid]; +"323 dequantize_per_tensor_default_62" -> "324 select" [label=None, style=solid]; +"324 select" -> "327 view" [label="(197, 1, 768)", style=solid]; +"325 select_1" -> "329 view_1" [label="(197, 1, 768)", style=solid]; +"326 select_2" -> "331 view_2" [label="(197, 1, 768)", style=solid]; +"327 view" -> "328 transpose_2" [label="(197, 12, 64)", style=solid]; +"328 transpose_2" -> "333 view_3" [label="(12, 197, 64)", style=solid]; +"329 view_1" -> "330 transpose_3" [label="(197, 12, 64)", style=solid]; +"330 transpose_3" -> "334 view_4" [label="(12, 197, 64)", style=solid]; +"331 view_2" -> "332 transpose_4" [label="(197, 12, 64)", style=solid]; +"332 transpose_4" -> "335 view_5" [label="(12, 197, 64)", style=solid]; +"333 view_3" -> "336 scaled_dot_product_attention" [label="(1, 12, 197, 64)", style=solid]; +"334 view_4" -> "336 scaled_dot_product_attention" [label="(1, 12, 197, 64)", style=solid]; +"335 view_5" -> "336 scaled_dot_product_attention" [label="(1, 12, 197, 64)", style=solid]; +"336 scaled_dot_product_attention" -> "337 quantize_per_tensor_default_3" [label="(1, 12, 197, 64)", style=solid]; +"337 quantize_per_tensor_default_3" -> "338 dequantize_per_tensor_default_3" [label=None, style=solid]; +"338 dequantize_per_tensor_default_3" -> "339 permute_1" [label=None, style=solid]; +"339 permute_1" -> "340 view_6" [label="(197, 1, 12, 64)", style=solid]; +"340 view_6" -> "341 linear_1" [label="(197, 768)", style=solid]; +"341 linear_1" -> "342 view_7" [label="(197, 768)", style=solid]; +"342 view_7" -> "343 transpose_5" [label="(197, 1, 768)", style=solid]; +"343 transpose_5" -> "344 dropout_1" [label="(1, 197, 768)", style=solid]; +"344 dropout_1" -> "345 add_1" [label="(1, 197, 768)", style=solid]; +"345 add_1" -> "346 layer_norm_1" [label="(1, 197, 768)", style=solid]; +"345 add_1" -> "356 add_2" [label="(1, 197, 768)", style=solid]; +"346 layer_norm_1" -> "347 quantize_per_tensor_default_4" [label="(1, 197, 768)", style=solid]; +"347 quantize_per_tensor_default_4" -> "348 dequantize_per_tensor_default_4" [label=None, style=solid]; +"348 dequantize_per_tensor_default_4" -> "349 linear_2" [label=None, style=solid]; +"349 linear_2" -> "350 gelu" [label="(1, 197, 3072)", style=solid]; +"350 gelu" -> "351 quantize_per_tensor_default_5" [label="(1, 197, 3072)", style=solid]; +"351 quantize_per_tensor_default_5" -> "352 dequantize_per_tensor_default_5" [label=None, style=solid]; +"352 dequantize_per_tensor_default_5" -> "353 dropout_2" [label=None, style=solid]; +"353 dropout_2" -> "354 linear_3" [label="(1, 197, 3072)", style=solid]; +"354 linear_3" -> "355 dropout_3" [label="(1, 197, 768)", style=solid]; +"355 dropout_3" -> "356 add_2" [label="(1, 197, 768)", style=solid]; +"356 add_2" -> "357 layer_norm_2" [label="(1, 197, 768)", style=solid]; +"356 add_2" -> "391 add_3" [label="(1, 197, 768)", style=solid]; +"357 layer_norm_2" -> "358 quantize_per_tensor_default_6" [label="(1, 197, 768)", style=solid]; +"358 quantize_per_tensor_default_6" -> "359 dequantize_per_tensor_default_6" [label=None, style=solid]; +"359 dequantize_per_tensor_default_6" -> "360 transpose_6" [label=None, style=solid]; +"360 transpose_6" -> "361 linear_4" [label="(197, 1, 768)", style=solid]; +"361 linear_4" -> "362 unflatten_1" [label="(197, 1, 2304)", style=solid]; +"362 unflatten_1" -> "363 unsqueeze_1" [label="(197, 1, 3, 768)", style=solid]; +"363 unsqueeze_1" -> "364 transpose_7" [label="(1, 197, 1, 3, 768)", style=solid]; +"364 transpose_7" -> "365 squeeze_1" [label="(3, 197, 1, 1, 768)", style=solid]; +"365 squeeze_1" -> "366 contiguous_1" [label="(3, 197, 1, 768)", style=solid]; +"366 contiguous_1" -> "367 quantize_per_tensor_default_7" [label="(3, 197, 1, 768)", style=solid]; +"366 contiguous_1" -> "372 select_5" [label="(3, 197, 1, 768)", style=solid]; +"367 quantize_per_tensor_default_7" -> "368 dequantize_per_tensor_default_65" [label=None, style=solid]; +"367 quantize_per_tensor_default_7" -> "369 dequantize_per_tensor_default_64" [label=None, style=solid]; +"368 dequantize_per_tensor_default_65" -> "371 select_4" [label=None, style=solid]; +"369 dequantize_per_tensor_default_64" -> "370 select_3" [label=None, style=solid]; +"370 select_3" -> "373 view_8" [label="(197, 1, 768)", style=solid]; +"371 select_4" -> "375 view_9" [label="(197, 1, 768)", style=solid]; +"372 select_5" -> "377 view_10" [label="(197, 1, 768)", style=solid]; +"373 view_8" -> "374 transpose_8" [label="(197, 12, 64)", style=solid]; +"374 transpose_8" -> "379 view_11" [label="(12, 197, 64)", style=solid]; +"375 view_9" -> "376 transpose_9" [label="(197, 12, 64)", style=solid]; +"376 transpose_9" -> "380 view_12" [label="(12, 197, 64)", style=solid]; +"377 view_10" -> "378 transpose_10" [label="(197, 12, 64)", style=solid]; +"378 transpose_10" -> "381 view_13" [label="(12, 197, 64)", style=solid]; +"379 view_11" -> "382 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; +"380 view_12" -> "382 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; +"381 view_13" -> "382 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; +"382 scaled_dot_product_attention_1" -> "383 quantize_per_tensor_default_8" [label="(1, 12, 197, 64)", style=solid]; +"383 quantize_per_tensor_default_8" -> "384 dequantize_per_tensor_default_8" [label=None, style=solid]; +"384 dequantize_per_tensor_default_8" -> "385 permute_2" [label=None, style=solid]; +"385 permute_2" -> "386 view_14" [label="(197, 1, 12, 64)", style=solid]; +"386 view_14" -> "387 linear_5" [label="(197, 768)", style=solid]; +"387 linear_5" -> "388 view_15" [label="(197, 768)", style=solid]; +"388 view_15" -> "389 transpose_11" [label="(197, 1, 768)", style=solid]; +"389 transpose_11" -> "390 dropout_4" [label="(1, 197, 768)", style=solid]; +"390 dropout_4" -> "391 add_3" [label="(1, 197, 768)", style=solid]; +"391 add_3" -> "392 layer_norm_3" [label="(1, 197, 768)", style=solid]; +"391 add_3" -> "402 add_4" [label="(1, 197, 768)", style=solid]; +"392 layer_norm_3" -> "393 quantize_per_tensor_default_9" [label="(1, 197, 768)", style=solid]; +"393 quantize_per_tensor_default_9" -> "394 dequantize_per_tensor_default_9" [label=None, style=solid]; +"394 dequantize_per_tensor_default_9" -> "395 linear_6" [label=None, style=solid]; +"395 linear_6" -> "396 gelu_1" [label="(1, 197, 3072)", style=solid]; +"396 gelu_1" -> "397 quantize_per_tensor_default_10" [label="(1, 197, 3072)", style=solid]; +"397 quantize_per_tensor_default_10" -> "398 dequantize_per_tensor_default_10" [label=None, style=solid]; +"398 dequantize_per_tensor_default_10" -> "399 dropout_5" [label=None, style=solid]; +"399 dropout_5" -> "400 linear_7" [label="(1, 197, 3072)", style=solid]; +"400 linear_7" -> "401 dropout_6" [label="(1, 197, 768)", style=solid]; +"401 dropout_6" -> "402 add_4" [label="(1, 197, 768)", style=solid]; +"402 add_4" -> "403 layer_norm_4" [label="(1, 197, 768)", style=solid]; +"402 add_4" -> "437 add_5" [label="(1, 197, 768)", style=solid]; +"403 layer_norm_4" -> "404 quantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; +"404 quantize_per_tensor_default_11" -> "405 dequantize_per_tensor_default_11" [label=None, style=solid]; +"405 dequantize_per_tensor_default_11" -> "406 transpose_12" [label=None, style=solid]; +"406 transpose_12" -> "407 linear_8" [label="(197, 1, 768)", style=solid]; +"407 linear_8" -> "408 unflatten_2" [label="(197, 1, 2304)", style=solid]; +"408 unflatten_2" -> "409 unsqueeze_2" [label="(197, 1, 3, 768)", style=solid]; +"409 unsqueeze_2" -> "410 transpose_13" [label="(1, 197, 1, 3, 768)", style=solid]; +"410 transpose_13" -> "411 squeeze_2" [label="(3, 197, 1, 1, 768)", style=solid]; +"411 squeeze_2" -> "412 contiguous_2" [label="(3, 197, 1, 768)", style=solid]; +"412 contiguous_2" -> "413 quantize_per_tensor_default_12" [label="(3, 197, 1, 768)", style=solid]; +"412 contiguous_2" -> "418 select_8" [label="(3, 197, 1, 768)", style=solid]; +"413 quantize_per_tensor_default_12" -> "414 dequantize_per_tensor_default_67" [label=None, style=solid]; +"413 quantize_per_tensor_default_12" -> "415 dequantize_per_tensor_default_66" [label=None, style=solid]; +"414 dequantize_per_tensor_default_67" -> "417 select_7" [label=None, style=solid]; +"415 dequantize_per_tensor_default_66" -> "416 select_6" [label=None, style=solid]; +"416 select_6" -> "419 view_16" [label="(197, 1, 768)", style=solid]; +"417 select_7" -> "421 view_17" [label="(197, 1, 768)", style=solid]; +"418 select_8" -> "423 view_18" [label="(197, 1, 768)", style=solid]; +"419 view_16" -> "420 transpose_14" [label="(197, 12, 64)", style=solid]; +"420 transpose_14" -> "425 view_19" [label="(12, 197, 64)", style=solid]; +"421 view_17" -> "422 transpose_15" [label="(197, 12, 64)", style=solid]; +"422 transpose_15" -> "426 view_20" [label="(12, 197, 64)", style=solid]; +"423 view_18" -> "424 transpose_16" [label="(197, 12, 64)", style=solid]; +"424 transpose_16" -> "427 view_21" [label="(12, 197, 64)", style=solid]; +"425 view_19" -> "428 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; +"426 view_20" -> "428 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; +"427 view_21" -> "428 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; +"428 scaled_dot_product_attention_2" -> "429 quantize_per_tensor_default_13" [label="(1, 12, 197, 64)", style=solid]; +"429 quantize_per_tensor_default_13" -> "430 dequantize_per_tensor_default_13" [label=None, style=solid]; +"430 dequantize_per_tensor_default_13" -> "431 permute_3" [label=None, style=solid]; +"431 permute_3" -> "432 view_22" [label="(197, 1, 12, 64)", style=solid]; +"432 view_22" -> "433 linear_9" [label="(197, 768)", style=solid]; +"433 linear_9" -> "434 view_23" [label="(197, 768)", style=solid]; +"434 view_23" -> "435 transpose_17" [label="(197, 1, 768)", style=solid]; +"435 transpose_17" -> "436 dropout_7" [label="(1, 197, 768)", style=solid]; +"436 dropout_7" -> "437 add_5" [label="(1, 197, 768)", style=solid]; +"437 add_5" -> "438 layer_norm_5" [label="(1, 197, 768)", style=solid]; +"437 add_5" -> "448 add_6" [label="(1, 197, 768)", style=solid]; +"438 layer_norm_5" -> "439 quantize_per_tensor_default_14" [label="(1, 197, 768)", style=solid]; +"439 quantize_per_tensor_default_14" -> "440 dequantize_per_tensor_default_14" [label=None, style=solid]; +"440 dequantize_per_tensor_default_14" -> "441 linear_10" [label=None, style=solid]; +"441 linear_10" -> "442 gelu_2" [label="(1, 197, 3072)", style=solid]; +"442 gelu_2" -> "443 quantize_per_tensor_default_15" [label="(1, 197, 3072)", style=solid]; +"443 quantize_per_tensor_default_15" -> "444 dequantize_per_tensor_default_15" [label=None, style=solid]; +"444 dequantize_per_tensor_default_15" -> "445 dropout_8" [label=None, style=solid]; +"445 dropout_8" -> "446 linear_11" [label="(1, 197, 3072)", style=solid]; +"446 linear_11" -> "447 dropout_9" [label="(1, 197, 768)", style=solid]; +"447 dropout_9" -> "448 add_6" [label="(1, 197, 768)", style=solid]; +"448 add_6" -> "449 layer_norm_6" [label="(1, 197, 768)", style=solid]; +"448 add_6" -> "483 add_7" [label="(1, 197, 768)", style=solid]; +"449 layer_norm_6" -> "450 quantize_per_tensor_default_16" [label="(1, 197, 768)", style=solid]; +"450 quantize_per_tensor_default_16" -> "451 dequantize_per_tensor_default_16" [label=None, style=solid]; +"451 dequantize_per_tensor_default_16" -> "452 transpose_18" [label=None, style=solid]; +"452 transpose_18" -> "453 linear_12" [label="(197, 1, 768)", style=solid]; +"453 linear_12" -> "454 unflatten_3" [label="(197, 1, 2304)", style=solid]; +"454 unflatten_3" -> "455 unsqueeze_3" [label="(197, 1, 3, 768)", style=solid]; +"455 unsqueeze_3" -> "456 transpose_19" [label="(1, 197, 1, 3, 768)", style=solid]; +"456 transpose_19" -> "457 squeeze_3" [label="(3, 197, 1, 1, 768)", style=solid]; +"457 squeeze_3" -> "458 contiguous_3" [label="(3, 197, 1, 768)", style=solid]; +"458 contiguous_3" -> "459 quantize_per_tensor_default_17" [label="(3, 197, 1, 768)", style=solid]; +"458 contiguous_3" -> "464 select_11" [label="(3, 197, 1, 768)", style=solid]; +"459 quantize_per_tensor_default_17" -> "460 dequantize_per_tensor_default_69" [label=None, style=solid]; +"459 quantize_per_tensor_default_17" -> "461 dequantize_per_tensor_default_68" [label=None, style=solid]; +"460 dequantize_per_tensor_default_69" -> "463 select_10" [label=None, style=solid]; +"461 dequantize_per_tensor_default_68" -> "462 select_9" [label=None, style=solid]; +"462 select_9" -> "465 view_24" [label="(197, 1, 768)", style=solid]; +"463 select_10" -> "467 view_25" [label="(197, 1, 768)", style=solid]; +"464 select_11" -> "469 view_26" [label="(197, 1, 768)", style=solid]; +"465 view_24" -> "466 transpose_20" [label="(197, 12, 64)", style=solid]; +"466 transpose_20" -> "471 view_27" [label="(12, 197, 64)", style=solid]; +"467 view_25" -> "468 transpose_21" [label="(197, 12, 64)", style=solid]; +"468 transpose_21" -> "472 view_28" [label="(12, 197, 64)", style=solid]; +"469 view_26" -> "470 transpose_22" [label="(197, 12, 64)", style=solid]; +"470 transpose_22" -> "473 view_29" [label="(12, 197, 64)", style=solid]; +"471 view_27" -> "474 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; +"472 view_28" -> "474 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; +"473 view_29" -> "474 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; +"474 scaled_dot_product_attention_3" -> "475 quantize_per_tensor_default_18" [label="(1, 12, 197, 64)", style=solid]; +"475 quantize_per_tensor_default_18" -> "476 dequantize_per_tensor_default_18" [label=None, style=solid]; +"476 dequantize_per_tensor_default_18" -> "477 permute_4" [label=None, style=solid]; +"477 permute_4" -> "478 view_30" [label="(197, 1, 12, 64)", style=solid]; +"478 view_30" -> "479 linear_13" [label="(197, 768)", style=solid]; +"479 linear_13" -> "480 view_31" [label="(197, 768)", style=solid]; +"480 view_31" -> "481 transpose_23" [label="(197, 1, 768)", style=solid]; +"481 transpose_23" -> "482 dropout_10" [label="(1, 197, 768)", style=solid]; +"482 dropout_10" -> "483 add_7" [label="(1, 197, 768)", style=solid]; +"483 add_7" -> "484 layer_norm_7" [label="(1, 197, 768)", style=solid]; +"483 add_7" -> "494 add_8" [label="(1, 197, 768)", style=solid]; +"484 layer_norm_7" -> "485 quantize_per_tensor_default_19" [label="(1, 197, 768)", style=solid]; +"485 quantize_per_tensor_default_19" -> "486 dequantize_per_tensor_default_19" [label=None, style=solid]; +"486 dequantize_per_tensor_default_19" -> "487 linear_14" [label=None, style=solid]; +"487 linear_14" -> "488 gelu_3" [label="(1, 197, 3072)", style=solid]; +"488 gelu_3" -> "489 quantize_per_tensor_default_20" [label="(1, 197, 3072)", style=solid]; +"489 quantize_per_tensor_default_20" -> "490 dequantize_per_tensor_default_20" [label=None, style=solid]; +"490 dequantize_per_tensor_default_20" -> "491 dropout_11" [label=None, style=solid]; +"491 dropout_11" -> "492 linear_15" [label="(1, 197, 3072)", style=solid]; +"492 linear_15" -> "493 dropout_12" [label="(1, 197, 768)", style=solid]; +"493 dropout_12" -> "494 add_8" [label="(1, 197, 768)", style=solid]; +"494 add_8" -> "495 layer_norm_8" [label="(1, 197, 768)", style=solid]; +"494 add_8" -> "529 add_9" [label="(1, 197, 768)", style=solid]; +"495 layer_norm_8" -> "496 quantize_per_tensor_default_21" [label="(1, 197, 768)", style=solid]; +"496 quantize_per_tensor_default_21" -> "497 dequantize_per_tensor_default_21" [label=None, style=solid]; +"497 dequantize_per_tensor_default_21" -> "498 transpose_24" [label=None, style=solid]; +"498 transpose_24" -> "499 linear_16" [label="(197, 1, 768)", style=solid]; +"499 linear_16" -> "500 unflatten_4" [label="(197, 1, 2304)", style=solid]; +"500 unflatten_4" -> "501 unsqueeze_4" [label="(197, 1, 3, 768)", style=solid]; +"501 unsqueeze_4" -> "502 transpose_25" [label="(1, 197, 1, 3, 768)", style=solid]; +"502 transpose_25" -> "503 squeeze_4" [label="(3, 197, 1, 1, 768)", style=solid]; +"503 squeeze_4" -> "504 contiguous_4" [label="(3, 197, 1, 768)", style=solid]; +"504 contiguous_4" -> "505 quantize_per_tensor_default_22" [label="(3, 197, 1, 768)", style=solid]; +"504 contiguous_4" -> "510 select_14" [label="(3, 197, 1, 768)", style=solid]; +"505 quantize_per_tensor_default_22" -> "506 dequantize_per_tensor_default_71" [label=None, style=solid]; +"505 quantize_per_tensor_default_22" -> "507 dequantize_per_tensor_default_70" [label=None, style=solid]; +"506 dequantize_per_tensor_default_71" -> "509 select_13" [label=None, style=solid]; +"507 dequantize_per_tensor_default_70" -> "508 select_12" [label=None, style=solid]; +"508 select_12" -> "511 view_32" [label="(197, 1, 768)", style=solid]; +"509 select_13" -> "513 view_33" [label="(197, 1, 768)", style=solid]; +"510 select_14" -> "515 view_34" [label="(197, 1, 768)", style=solid]; +"511 view_32" -> "512 transpose_26" [label="(197, 12, 64)", style=solid]; +"512 transpose_26" -> "517 view_35" [label="(12, 197, 64)", style=solid]; +"513 view_33" -> "514 transpose_27" [label="(197, 12, 64)", style=solid]; +"514 transpose_27" -> "518 view_36" [label="(12, 197, 64)", style=solid]; +"515 view_34" -> "516 transpose_28" [label="(197, 12, 64)", style=solid]; +"516 transpose_28" -> "519 view_37" [label="(12, 197, 64)", style=solid]; +"517 view_35" -> "520 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; +"518 view_36" -> "520 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; +"519 view_37" -> "520 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; +"520 scaled_dot_product_attention_4" -> "521 quantize_per_tensor_default_23" [label="(1, 12, 197, 64)", style=solid]; +"521 quantize_per_tensor_default_23" -> "522 dequantize_per_tensor_default_23" [label=None, style=solid]; +"522 dequantize_per_tensor_default_23" -> "523 permute_5" [label=None, style=solid]; +"523 permute_5" -> "524 view_38" [label="(197, 1, 12, 64)", style=solid]; +"524 view_38" -> "525 linear_17" [label="(197, 768)", style=solid]; +"525 linear_17" -> "526 view_39" [label="(197, 768)", style=solid]; +"526 view_39" -> "527 transpose_29" [label="(197, 1, 768)", style=solid]; +"527 transpose_29" -> "528 dropout_13" [label="(1, 197, 768)", style=solid]; +"528 dropout_13" -> "529 add_9" [label="(1, 197, 768)", style=solid]; +"529 add_9" -> "530 layer_norm_9" [label="(1, 197, 768)", style=solid]; +"529 add_9" -> "540 add_10" [label="(1, 197, 768)", style=solid]; +"530 layer_norm_9" -> "531 quantize_per_tensor_default_24" [label="(1, 197, 768)", style=solid]; +"531 quantize_per_tensor_default_24" -> "532 dequantize_per_tensor_default_24" [label=None, style=solid]; +"532 dequantize_per_tensor_default_24" -> "533 linear_18" [label=None, style=solid]; +"533 linear_18" -> "534 gelu_4" [label="(1, 197, 3072)", style=solid]; +"534 gelu_4" -> "535 quantize_per_tensor_default_25" [label="(1, 197, 3072)", style=solid]; +"535 quantize_per_tensor_default_25" -> "536 dequantize_per_tensor_default_25" [label=None, style=solid]; +"536 dequantize_per_tensor_default_25" -> "537 dropout_14" [label=None, style=solid]; +"537 dropout_14" -> "538 linear_19" [label="(1, 197, 3072)", style=solid]; +"538 linear_19" -> "539 dropout_15" [label="(1, 197, 768)", style=solid]; +"539 dropout_15" -> "540 add_10" [label="(1, 197, 768)", style=solid]; +"540 add_10" -> "541 layer_norm_10" [label="(1, 197, 768)", style=solid]; +"540 add_10" -> "575 add_11" [label="(1, 197, 768)", style=solid]; +"541 layer_norm_10" -> "542 quantize_per_tensor_default_26" [label="(1, 197, 768)", style=solid]; +"542 quantize_per_tensor_default_26" -> "543 dequantize_per_tensor_default_26" [label=None, style=solid]; +"543 dequantize_per_tensor_default_26" -> "544 transpose_30" [label=None, style=solid]; +"544 transpose_30" -> "545 linear_20" [label="(197, 1, 768)", style=solid]; +"545 linear_20" -> "546 unflatten_5" [label="(197, 1, 2304)", style=solid]; +"546 unflatten_5" -> "547 unsqueeze_5" [label="(197, 1, 3, 768)", style=solid]; +"547 unsqueeze_5" -> "548 transpose_31" [label="(1, 197, 1, 3, 768)", style=solid]; +"548 transpose_31" -> "549 squeeze_5" [label="(3, 197, 1, 1, 768)", style=solid]; +"549 squeeze_5" -> "550 contiguous_5" [label="(3, 197, 1, 768)", style=solid]; +"550 contiguous_5" -> "551 quantize_per_tensor_default_27" [label="(3, 197, 1, 768)", style=solid]; +"550 contiguous_5" -> "556 select_17" [label="(3, 197, 1, 768)", style=solid]; +"551 quantize_per_tensor_default_27" -> "552 dequantize_per_tensor_default_73" [label=None, style=solid]; +"551 quantize_per_tensor_default_27" -> "553 dequantize_per_tensor_default_72" [label=None, style=solid]; +"552 dequantize_per_tensor_default_73" -> "555 select_16" [label=None, style=solid]; +"553 dequantize_per_tensor_default_72" -> 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dequantize_per_tensor_default_83" -> "785 select_31" [label=None, style=solid]; +"783 dequantize_per_tensor_default_82" -> "784 select_30" [label=None, style=solid]; +"784 select_30" -> "787 view_80" [label="(197, 1, 768)", style=solid]; +"785 select_31" -> "789 view_81" [label="(197, 1, 768)", style=solid]; +"786 select_32" -> "791 view_82" [label="(197, 1, 768)", style=solid]; +"787 view_80" -> "788 transpose_62" [label="(197, 12, 64)", style=solid]; +"788 transpose_62" -> "793 view_83" [label="(12, 197, 64)", style=solid]; +"789 view_81" -> "790 transpose_63" [label="(197, 12, 64)", style=solid]; +"790 transpose_63" -> "794 view_84" [label="(12, 197, 64)", style=solid]; +"791 view_82" -> "792 transpose_64" [label="(197, 12, 64)", style=solid]; +"792 transpose_64" -> "795 view_85" [label="(12, 197, 64)", style=solid]; +"793 view_83" -> "796 scaled_dot_product_attention_10" [label="(1, 12, 197, 64)", style=solid]; +"794 view_84" -> "796 scaled_dot_product_attention_10" [label="(1, 12, 197, 64)", style=solid]; +"795 view_85" -> "796 scaled_dot_product_attention_10" [label="(1, 12, 197, 64)", style=solid]; +"796 scaled_dot_product_attention_10" -> "797 quantize_per_tensor_default_53" [label="(1, 12, 197, 64)", style=solid]; +"797 quantize_per_tensor_default_53" -> "798 dequantize_per_tensor_default_53" [label=None, style=solid]; +"798 dequantize_per_tensor_default_53" -> "799 permute_11" [label=None, style=solid]; +"799 permute_11" -> "800 view_86" [label="(197, 1, 12, 64)", style=solid]; +"800 view_86" -> "801 linear_41" [label="(197, 768)", style=solid]; +"801 linear_41" -> "802 view_87" [label="(197, 768)", style=solid]; +"802 view_87" -> "803 transpose_65" [label="(197, 1, 768)", style=solid]; +"803 transpose_65" -> "804 dropout_31" [label="(1, 197, 768)", style=solid]; +"804 dropout_31" -> "805 add_21" [label="(1, 197, 768)", style=solid]; +"805 add_21" -> "806 layer_norm_21" [label="(1, 197, 768)", style=solid]; +"805 add_21" -> "816 add_22" [label="(1, 197, 768)", style=solid]; +"806 layer_norm_21" -> "807 quantize_per_tensor_default_54" [label="(1, 197, 768)", style=solid]; +"807 quantize_per_tensor_default_54" -> "808 dequantize_per_tensor_default_54" [label=None, style=solid]; +"808 dequantize_per_tensor_default_54" -> "809 linear_42" [label=None, style=solid]; +"809 linear_42" -> "810 gelu_10" [label="(1, 197, 3072)", style=solid]; +"810 gelu_10" -> "811 quantize_per_tensor_default_55" [label="(1, 197, 3072)", style=solid]; +"811 quantize_per_tensor_default_55" -> "812 dequantize_per_tensor_default_55" [label=None, style=solid]; +"812 dequantize_per_tensor_default_55" -> "813 dropout_32" [label=None, style=solid]; +"813 dropout_32" -> "814 linear_43" [label="(1, 197, 3072)", style=solid]; +"814 linear_43" -> "815 dropout_33" [label="(1, 197, 768)", style=solid]; +"815 dropout_33" -> "816 add_22" [label="(1, 197, 768)", style=solid]; +"816 add_22" -> "817 layer_norm_22" [label="(1, 197, 768)", style=solid]; +"816 add_22" -> "851 add_23" [label="(1, 197, 768)", style=solid]; +"817 layer_norm_22" -> "818 quantize_per_tensor_default_56" [label="(1, 197, 768)", style=solid]; +"818 quantize_per_tensor_default_56" -> "819 dequantize_per_tensor_default_56" [label=None, style=solid]; +"819 dequantize_per_tensor_default_56" -> "820 transpose_66" [label=None, style=solid]; +"820 transpose_66" -> "821 linear_44" [label="(197, 1, 768)", style=solid]; +"821 linear_44" -> "822 unflatten_11" [label="(197, 1, 2304)", style=solid]; +"822 unflatten_11" -> "823 unsqueeze_11" [label="(197, 1, 3, 768)", style=solid]; +"823 unsqueeze_11" -> "824 transpose_67" [label="(1, 197, 1, 3, 768)", style=solid]; +"824 transpose_67" -> "825 squeeze_11" [label="(3, 197, 1, 1, 768)", style=solid]; +"825 squeeze_11" -> "826 contiguous_11" [label="(3, 197, 1, 768)", style=solid]; +"826 contiguous_11" -> "827 quantize_per_tensor_default_57" [label="(3, 197, 1, 768)", style=solid]; +"826 contiguous_11" -> "832 select_35" [label="(3, 197, 1, 768)", style=solid]; +"827 quantize_per_tensor_default_57" -> "828 dequantize_per_tensor_default_85" [label=None, style=solid]; +"827 quantize_per_tensor_default_57" -> "829 dequantize_per_tensor_default_84" [label=None, style=solid]; +"828 dequantize_per_tensor_default_85" -> "831 select_34" [label=None, style=solid]; +"829 dequantize_per_tensor_default_84" -> "830 select_33" [label=None, style=solid]; +"830 select_33" -> "833 view_88" [label="(197, 1, 768)", style=solid]; +"831 select_34" -> "835 view_89" [label="(197, 1, 768)", style=solid]; +"832 select_35" -> "837 view_90" [label="(197, 1, 768)", style=solid]; +"833 view_88" -> "834 transpose_68" [label="(197, 12, 64)", style=solid]; +"834 transpose_68" -> "839 view_91" [label="(12, 197, 64)", style=solid]; +"835 view_89" -> "836 transpose_69" [label="(197, 12, 64)", style=solid]; +"836 transpose_69" -> "840 view_92" [label="(12, 197, 64)", style=solid]; +"837 view_90" -> "838 transpose_70" [label="(197, 12, 64)", style=solid]; +"838 transpose_70" -> "841 view_93" [label="(12, 197, 64)", style=solid]; +"839 view_91" -> "842 scaled_dot_product_attention_11" [label="(1, 12, 197, 64)", style=solid]; +"840 view_92" -> "842 scaled_dot_product_attention_11" [label="(1, 12, 197, 64)", style=solid]; +"841 view_93" -> "842 scaled_dot_product_attention_11" [label="(1, 12, 197, 64)", style=solid]; +"842 scaled_dot_product_attention_11" -> "843 quantize_per_tensor_default_58" [label="(1, 12, 197, 64)", style=solid]; +"843 quantize_per_tensor_default_58" -> "844 dequantize_per_tensor_default_58" [label=None, style=solid]; +"844 dequantize_per_tensor_default_58" -> "845 permute_12" [label=None, style=solid]; +"845 permute_12" -> "846 view_94" [label="(197, 1, 12, 64)", style=solid]; +"846 view_94" -> "847 linear_45" [label="(197, 768)", style=solid]; +"847 linear_45" -> "848 view_95" [label="(197, 768)", style=solid]; +"848 view_95" -> "849 transpose_71" [label="(197, 1, 768)", style=solid]; +"849 transpose_71" -> "850 dropout_34" [label="(1, 197, 768)", style=solid]; +"850 dropout_34" -> "851 add_23" [label="(1, 197, 768)", style=solid]; +"851 add_23" -> "852 layer_norm_23" [label="(1, 197, 768)", style=solid]; +"851 add_23" -> "862 add_24" [label="(1, 197, 768)", style=solid]; +"852 layer_norm_23" -> "853 quantize_per_tensor_default_59" [label="(1, 197, 768)", style=solid]; +"853 quantize_per_tensor_default_59" -> "854 dequantize_per_tensor_default_59" [label=None, style=solid]; +"854 dequantize_per_tensor_default_59" -> "855 linear_46" [label=None, style=solid]; +"855 linear_46" -> "856 gelu_11" [label="(1, 197, 3072)", style=solid]; +"856 gelu_11" -> "857 quantize_per_tensor_default_60" [label="(1, 197, 3072)", style=solid]; +"857 quantize_per_tensor_default_60" -> "858 dequantize_per_tensor_default_60" [label=None, style=solid]; +"858 dequantize_per_tensor_default_60" -> "859 dropout_35" [label=None, style=solid]; +"859 dropout_35" -> "860 linear_47" [label="(1, 197, 3072)", style=solid]; +"860 linear_47" -> "861 dropout_36" [label="(1, 197, 768)", style=solid]; +"861 dropout_36" -> "862 add_24" [label="(1, 197, 768)", style=solid]; +"862 add_24" -> "863 layer_norm_24" [label="(1, 197, 768)", style=solid]; +"863 layer_norm_24" -> "864 quantize_per_tensor_default_61" [label="(1, 197, 768)", style=solid]; +"864 quantize_per_tensor_default_61" -> "865 dequantize_per_tensor_default_61" [label=None, style=solid]; +"865 dequantize_per_tensor_default_61" -> "866 slice_1" [label=None, style=solid]; +"866 slice_1" -> "867 select_36" [label="(1, 197, 768)", style=solid]; +"867 select_36" -> "868 linear_48" [label="(1, 768)", style=solid]; +"868 linear_48" -> "869 output_1" [label="(1, 1000)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/yolo11n_sdpa_block.dot b/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/yolo11n_sdpa_block.dot new file mode 100644 index 00000000000..95cea03006d --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/ao_export_quantization_OpenVINOQuantizer/yolo11n_sdpa_block.dot @@ -0,0 +1,57 @@ +strict digraph { +"0 _scale_0" [id=0, type=get_attr]; +"1 _zero_point_0" [id=1, type=get_attr]; +"2 _frozen_param0" [id=2, type=get_attr]; +"3 dequantize_per_channel_default" [id=3, type=dequantize_per_channel]; +"4 x" [id=4, type=input]; +"5 quantize_per_tensor_default" [id=5, type=quantize_per_tensor]; +"6 dequantize_per_tensor_default" [id=6, type=dequantize_per_tensor]; +"7 linear" [id=7, type=linear]; +"8 quantize_per_tensor_default_1" [id=8, type=quantize_per_tensor]; +"9 dequantize_per_tensor_default_3" [id=9, type=dequantize_per_tensor]; +"10 dequantize_per_tensor_default_2" [id=10, type=dequantize_per_tensor]; +"11 slice_1" [id=11, type=slice]; +"12 slice_2" [id=12, type=slice]; +"13 slice_3" [id=13, type=slice]; +"14 slice_4" [id=14, type=slice]; +"15 slice_5" [id=15, type=slice]; +"16 slice_6" [id=16, type=slice]; +"17 slice_7" [id=17, type=slice]; +"18 slice_8" [id=18, type=slice]; +"19 slice_9" [id=19, type=slice]; +"20 transpose" [id=20, type=transpose]; +"21 matmul" [id=21, type=matmul]; +"22 div_" [id=22, type=div_]; +"23 softmax" [id=23, type=softmax]; +"24 transpose_1" [id=24, type=transpose]; +"25 matmul_1" [id=25, type=matmul]; +"26 output_1" [id=26, type=output]; +"0 _scale_0" -> "3 dequantize_per_channel_default" [label="(12,)", style=solid]; +"1 _zero_point_0" -> "3 dequantize_per_channel_default" [label="(12,)", style=solid]; +"2 _frozen_param0" -> "3 dequantize_per_channel_default" [label="(12, 4)", style=solid]; +"3 dequantize_per_channel_default" -> "7 linear" [label=None, style=solid]; +"4 x" -> "5 quantize_per_tensor_default" [label="(1, 2, 4)", style=solid]; +"5 quantize_per_tensor_default" -> "6 dequantize_per_tensor_default" [label=None, style=solid]; +"6 dequantize_per_tensor_default" -> "7 linear" [label=None, style=solid]; +"7 linear" -> "8 quantize_per_tensor_default_1" [label="(1, 2, 12)", style=solid]; +"7 linear" -> "17 slice_7" [label="(1, 2, 12)", style=solid]; +"8 quantize_per_tensor_default_1" -> "9 dequantize_per_tensor_default_3" [label=None, style=solid]; +"8 quantize_per_tensor_default_1" -> "10 dequantize_per_tensor_default_2" [label=None, style=solid]; +"9 dequantize_per_tensor_default_3" -> "14 slice_4" [label=None, style=solid]; +"10 dequantize_per_tensor_default_2" -> "11 slice_1" [label=None, style=solid]; +"11 slice_1" -> "12 slice_2" [label="(1, 2, 12)", style=solid]; +"12 slice_2" -> "13 slice_3" [label="(1, 2, 12)", style=solid]; +"13 slice_3" -> "21 matmul" [label="(1, 2, 4)", style=solid]; +"14 slice_4" -> "15 slice_5" [label="(1, 2, 12)", style=solid]; +"15 slice_5" -> "16 slice_6" [label="(1, 2, 12)", style=solid]; +"16 slice_6" -> "20 transpose" [label="(1, 2, 4)", style=solid]; +"17 slice_7" -> "18 slice_8" [label="(1, 2, 12)", style=solid]; +"18 slice_8" -> "19 slice_9" [label="(1, 2, 12)", style=solid]; +"19 slice_9" -> "25 matmul_1" [label="(1, 2, 4)", style=solid]; +"20 transpose" -> "21 matmul" [label="(1, 4, 2)", style=solid]; +"21 matmul" -> "22 div_" [label="(1, 2, 2)", style=solid]; +"22 div_" -> "23 softmax" [label="(1, 2, 2)", style=solid]; +"23 softmax" -> "24 transpose_1" [label="(1, 2, 2)", style=solid]; +"24 transpose_1" -> "25 matmul_1" [label="(1, 2, 2)", style=solid]; +"25 matmul_1" -> "26 output_1" [label="(1, 2, 4)", style=solid]; +} diff --git a/tests/torch/fx/test_quantizer.py b/tests/torch/fx/test_quantizer.py index d506b204829..6ef3af70263 100644 --- a/tests/torch/fx/test_quantizer.py +++ b/tests/torch/fx/test_quantizer.py @@ -22,11 +22,14 @@ import torch.utils.data import torch.utils.data.distributed import torchvision.models as models +from torch.ao.quantization.quantize_pt2e import convert_pt2e +from torch.ao.quantization.quantize_pt2e import prepare_pt2e from torch.ao.quantization.quantizer.quantizer import Quantizer from torch.ao.quantization.quantizer.x86_inductor_quantizer import X86InductorQuantizer from torch.ao.quantization.quantizer.x86_inductor_quantizer import get_default_x86_inductor_quantization_config import nncf +from nncf.experimental.quantization.quantizers.openvino_quantizer import OpenVINOQuantizer from nncf.experimental.torch.fx.nncf_graph_builder import GraphConverter from nncf.experimental.torch.fx.quantization.quantize_pt2e import quantize_pt2e from tests.torch import test_models @@ -71,6 +74,10 @@ def get_x86_quantizer(*args, **kwarsg) -> X86InductorQuantizer: return quantizer +def get_openvino_quantizer(*args, **kwargs) -> OpenVINOQuantizer: + return OpenVINOQuantizer(*args, **kwargs) + + TEST_MODELS_QUANIZED = ( (ModelCase(test_models.UNet, "unet", [1, 3, 224, 224]), {}, {}), (torchvision_model_case("resnet18", (1, 3, 224, 224)), {}, {}), @@ -98,68 +105,88 @@ def get_x86_quantizer(*args, **kwarsg) -> X86InductorQuantizer: ) -@pytest.mark.parametrize("quantizer_builder", [get_x86_quantizer]) -class TestModelQuantization: - @staticmethod - def _build_torch_fx_model(model_case: ModelCase) -> Tuple[torch.fx.GraphModule, torch.Tensor]: - model = model_case.model_builder() - dtype = torch.int32 if model_case.model_id == "synthetic_transformer" else torch.float32 - example_input = torch.ones(model_case.input_shape, dtype=dtype) - fx_model = get_torch_fx_model(model, example_input) - return fx_model, example_input +def _build_torch_fx_model(model_case: ModelCase) -> Tuple[torch.fx.GraphModule, torch.Tensor]: + model = model_case.model_builder() + dtype = torch.int32 if model_case.model_id == "synthetic_transformer" else torch.float32 + example_input = torch.ones(model_case.input_shape, dtype=dtype) + fx_model = get_torch_fx_model(model, example_input) + return fx_model, example_input + + +def _get_calibration_dataset(example_input: torch.Tensor) -> nncf.Dataset: + def transform_fn(data_item): + return data_item.to("cpu") + + return nncf.Dataset([example_input], transform_fn) + - @staticmethod - def _get_calibration_dataset(example_input: torch.Tensor) -> nncf.Dataset: - def transform_fn(data_item): - return data_item.to("cpu") +@pytest.mark.parametrize( + ("model_case", "quantizer_params", "pt2e_params"), + TEST_MODELS_QUANIZED, + ids=[m[0].model_id for m in TEST_MODELS_QUANIZED], +) +@pytest.mark.parametrize( + "quantizer_builder", [get_x86_quantizer, get_openvino_quantizer], ids=["X86InductorQuantizer", "OpenVINOQuantizer"] +) +def test_quantized_model( + quantizer_builder: Callable[[Tuple[Any, ...]], Quantizer], + model_case: ModelCase, + quantizer_params, + pt2e_params, +): + fx_model, example_input = _build_torch_fx_model(model_case) + calibration_dataset = _get_calibration_dataset(example_input) + + quantizer = quantizer_builder(**quantizer_params) + quantized_model = quantize_pt2e( + fx_model, + quantizer, + calibration_dataset=calibration_dataset, + fast_bias_correction=None, # BC is disabled + fold_quantize=True, + do_copy=True, + **pt2e_params, + ) - return nncf.Dataset([example_input], transform_fn) + # Uncomment to visualize torch fx graph + # from tests.torch.fx.helpers import visualize_fx_model + # visualize_fx_model(quantized_model, f"{model_case.model_id}_int8.svg") - @pytest.mark.parametrize( - ("model_case", "quantizer_params", "pt2e_params"), - TEST_MODELS_QUANIZED, - ids=[m[0].model_id for m in TEST_MODELS_QUANIZED], + nncf_graph = GraphConverter.create_nncf_graph(quantized_model) + check_graph( + nncf_graph, + get_dot_filename(model_case.model_id), + FX_QUANTIZED_DIR_NAME / quantizer.__class__.__name__, + extended=True, + ) + + # Uncomment to visualize reference graphs + # from torch.ao.quantization.quantize_pt2e import convert_pt2e + # from torch.ao.quantization.quantize_pt2e import prepare_pt2e + # from tests.torch.fx.helpers import visualize_fx_model + # prepared_model = prepare_pt2e(fx_model, quantizer) + # prepared_model(example_input) + # ao_quantized_model = convert_pt2e(prepared_model) + # visualize_fx_model(ao_quantized_model, f"{model_case.model_id}ao_int8.svg") + # ao_nncf_graph = GraphConverter.create_nncf_graph(ao_quantized_model) + # ao_nncf_graph.visualize_graph("ao_" + get_dot_filename(model_case.model_id)) + + +@pytest.mark.parametrize( + "model_case,quantizer_params", + [(m[0], m[1]) for m in TEST_MODELS_QUANIZED], + ids=[m[0].model_id for m in TEST_MODELS_QUANIZED], +) +def test_openvino_quantizer_with_torch_ao_convert_pt2e(model_case: ModelCase, quantizer_params): + quantizer = get_openvino_quantizer(**quantizer_params) + fx_model, example_input = _build_torch_fx_model(model_case) + prepared_model = prepare_pt2e(fx_model, quantizer) + prepared_model(example_input) + ao_quantized_model = convert_pt2e(prepared_model) + nncf_graph = GraphConverter.create_nncf_graph(ao_quantized_model) + check_graph( + nncf_graph, + get_dot_filename(model_case.model_id), + FX_QUANTIZED_DIR_NAME / "ao_export_quantization_OpenVINOQuantizer", + extended=True, ) - def test_quantized_model( - self, - quantizer_builder: Callable[[Tuple[Any, ...]], Quantizer], - model_case: ModelCase, - quantizer_params, - pt2e_params, - ): - fx_model, example_input = self._build_torch_fx_model(model_case) - calibration_dataset = self._get_calibration_dataset(example_input) - - quantizer = quantizer_builder(**quantizer_params) - quantized_model = quantize_pt2e( - fx_model, - quantizer, - calibration_dataset=calibration_dataset, - fast_bias_correction=None, # BC is disabled - fold_quantize=True, - do_copy=True, - **pt2e_params, - ) - - # Uncomment to visualize torch fx graph - # from tests.torch.fx.helpers import visualize_fx_model - # visualize_fx_model(quantized_model, f"{model_case.model_id}_int8.svg") - - nncf_graph = GraphConverter.create_nncf_graph(quantized_model) - check_graph( - nncf_graph, - get_dot_filename(model_case.model_id), - FX_QUANTIZED_DIR_NAME / quantizer.__class__.__name__, - extended=True, - ) - - # Uncomment to visualize reference graphs - # from torch.ao.quantization.quantize_pt2e import convert_pt2e - # from torch.ao.quantization.quantize_pt2e import prepare_pt2e - # from tests.torch.fx.helpers import visualize_fx_model - # prepared_model = prepare_pt2e(fx_model, quantizer) - # prepared_model(example_input) - # ao_quantized_model = convert_pt2e(prepared_model) - # visualize_fx_model(ao_quantized_model, f"{model_case.model_id}ao_int8.svg") - # ao_nncf_graph = GraphConverter.create_nncf_graph(ao_quantized_model) - # ao_nncf_graph.visualize_graph("ao_" + get_dot_filename(model_case.model_id))