diff --git a/nncf/common/quantization/quantizer_setup.py b/nncf/common/quantization/quantizer_setup.py index dfe3d1ed430..e820e95c229 100644 --- a/nncf/common/quantization/quantizer_setup.py +++ b/nncf/common/quantization/quantizer_setup.py @@ -247,12 +247,13 @@ def __init__(self) -> None: self._next_unified_scale_gid = 0 self._next_shared_inputs_gid = 0 - def add_independent_quantization_point(self, qp: QuantizationPointBase) -> None: + def add_independent_quantization_point(self, qp: QuantizationPointBase) -> int: if self.quantization_points.keys(): new_id = max(self.quantization_points.keys()) + 1 else: new_id = 0 self.quantization_points[new_id] = qp + return new_id def register_unified_scale_group(self, qp_group: List[QuantizationPointId]) -> int: for qp_id in qp_group: diff --git a/nncf/experimental/torch/fx/quantization/quantizer/torch_ao_adapter.py b/nncf/experimental/torch/fx/quantization/quantizer/torch_ao_adapter.py index c913aba1803..4fd35ec034c 100644 --- a/nncf/experimental/torch/fx/quantization/quantizer/torch_ao_adapter.py +++ b/nncf/experimental/torch/fx/quantization/quantizer/torch_ao_adapter.py @@ -11,18 +11,18 @@ from collections import defaultdict -from typing import Dict, List, Tuple, Union +from typing import Any, Dict, List, Tuple, Union import torch import torch.fx +from torch.ao.quantization.pt2e.prepare import _get_edge_or_node_to_group_id +from torch.ao.quantization.pt2e.prepare import _get_edge_or_node_to_qspec from torch.ao.quantization.quantizer import Quantizer as TorchAOQuantizer from torch.ao.quantization.quantizer.quantizer import QuantizationSpec -from torch.ao.quantization.quantizer.quantizer import QuantizationSpecBase from torch.ao.quantization.quantizer.quantizer import SharedQuantizationSpec import nncf from nncf.common.graph.graph import NNCFGraph -from nncf.common.logging import nncf_logger from nncf.common.quantization.quantizer_setup import ActivationQuantizationInsertionPoint from nncf.common.quantization.quantizer_setup import QuantizationPointBase from nncf.common.quantization.quantizer_setup import SingleConfigQuantizationPoint @@ -73,6 +73,15 @@ def _get_quantization_points( annotated_model: torch.fx.GraphModule, qconfig: QuantizerConfig, ) -> List[QuantizationPointBase]: + """ + Creates quantization points based on the nodes and edges. + + :param from_node: The originating node in the computation graph. + :param to_nodes: The list of destination nodes of the from_node. + :param annotated_model: The torch.fx.GraphModule instance. + :param qconfig: The torch.ao quantization configuration. + :return: A list of NNCF quantization points. + """ to_n = to_nodes[0] if from_node.op == "get_attr": _, metatype = GraphConverter.get_node_type_and_metatype(to_n, annotated_model) @@ -95,78 +104,102 @@ def _get_quantization_points( return qps @staticmethod - def _get_node_args(node: torch.fx.Node): + def _get_node_args(node: torch.fx.Node) -> Tuple[Any, ...]: + """ + Correctly retrieves arguments of the given node. + + :param node: The given node. + :return: The arguments of the given node. + """ if node.target == torch.ops.aten.cat.default: return node.args[0] return node.args @staticmethod - def get_quantizer_config_from_annotated_model(annotated_model: torch.fx.GraphModule) -> SingleConfigQuantizerSetup: - edge_or_node_to_qspec = _get_edge_or_node_to_qspec(annotated_model) - - q_map = defaultdict(list) - for edge, qspec in edge_or_node_to_qspec.items(): - if not isinstance(edge, tuple): - continue - from_n, to_n = edge - q_map[from_n].append(to_n) + def get_quantizer_config_from_annotated_model(annotated: torch.fx.GraphModule) -> SingleConfigQuantizerSetup: + edge_or_node_to_qspec = _get_edge_or_node_to_qspec(annotated) + # Node means all output edges should be quantized. + # Edge means only one edge should be quantized. + edge_or_node_to_group_id = _get_edge_or_node_to_group_id(edge_or_node_to_qspec) + + group_id_vs_edges = defaultdict(set) + group_id_vs_qspec = {} + for edge_or_node, group_id in edge_or_node_to_group_id.items(): + target_edges = [edge_or_node] + if isinstance(edge_or_node, torch.fx.Node): + target_edges = [] + for user in edge_or_node.users: + target_edges.append((edge_or_node, user)) + group_id_vs_edges[group_id].update(target_edges) + # All qspecs should be aligned after the _get_edge_or_node_to_group_id call + group_id_vs_qspec[group_id] = _unwrap_shared_qspec_safe( + edge_or_node_to_qspec[edge_or_node], edge_or_node_to_qspec + ) q_setup = SingleConfigQuantizerSetup() - for from_n, to_nodes in q_map.items(): - to_n = to_nodes[0] - qspec = edge_or_node_to_qspec[(from_n, to_n)] + for group_id, edges in group_id_vs_edges.items(): + qspec = group_id_vs_qspec[group_id] if qspec is None: continue - if isinstance(qspec, QuantizationSpec): - if qspec.qscheme in [torch.per_channel_affine, torch.per_channel_symmetric]: - per_channel = True - elif qspec.qscheme in [torch.per_tensor_affine, torch.per_tensor_symmetric]: - per_channel = False - else: - msg = f"Unknown qscheme: {qspec.qscheme}" - raise nncf.InternalError(msg) - signed = qspec.dtype is torch.int8 - mode = ( - QuantizationMode.SYMMETRIC - if qspec.qscheme in [torch.per_channel_symmetric, torch.per_tensor_symmetric] - else QuantizationMode.ASYMMETRIC - ) - qconfig = QuantizerConfig(mode=mode, signedness_to_force=signed, per_channel=per_channel) - - qps = TorchAOQuantizerAdapter._get_quantization_points(from_n, to_nodes, annotated_model, qconfig) - for qp in qps: - q_setup.add_independent_quantization_point(qp) - - elif isinstance(qspec, SharedQuantizationSpec): - # TODO(dlyakhov): Support SharedQuantizationSpec - nncf_logger.warning( - f"SharedQuantizationSpec is not supported yet; edges {from_n} -> {to_nodes} won't be quantized." - ) - else: + if not isinstance(qspec, QuantizationSpec): msg = f"Unknown torch.ao quantization spec: {qspec}" raise nncf.InternalError(msg) + if qspec.qscheme in [torch.per_channel_affine, torch.per_channel_symmetric]: + per_channel = True + elif qspec.qscheme in [torch.per_tensor_affine, torch.per_tensor_symmetric]: + per_channel = False + else: + msg = f"Unknown qscheme: {qspec.qscheme}" + raise nncf.InternalError(msg) + + signed = qspec.dtype is torch.int8 + mode = ( + QuantizationMode.SYMMETRIC + if qspec.qscheme in [torch.per_channel_symmetric, torch.per_tensor_symmetric] + else QuantizationMode.ASYMMETRIC + ) + narrow_range = qspec.quant_min % 2 != 0 + qconfig = QuantizerConfig( + mode=mode, signedness_to_force=signed, per_channel=per_channel, narrow_range=narrow_range + ) + + joined_edges = defaultdict(list) + for edge in edges: + joined_edges[edge[0]].append(edge[1]) + + qps = [] + for from_node, to_nodes in joined_edges.items(): + qps.extend(TorchAOQuantizerAdapter._get_quantization_points(from_node, to_nodes, annotated, qconfig)) + qp_ids = [] + for qp in qps: + qp_ids.append(q_setup.add_independent_quantization_point(qp)) + if len(qp_ids) > 1: + q_setup.register_unified_scale_group(qp_ids) + return q_setup -def _get_edge_or_node_to_qspec( - model: torch.fx.GraphModule, -) -> Dict[EdgeOrNode, QuantizationSpecBase]: +def _unwrap_shared_qspec_safe(qspec: QuantizationSpec, edge_or_node_to_qspec: Dict[EdgeOrNode, QuantizationSpec]): """ - Get a map from EdgeOrNode to quantization spec based on annotations on the nodes. + Iteratively unwraps a given SharedQuantizationSpec to retrieve its actual QuantizationSpec. + It detects cyclic dependencies and enforces a maximum depth limit to prevent infinite recursion. - :param model: torch.fx.GraphModule instance. - :return: A map from EdgeOrNode to quantization spec based on annotations on the nodes. + :param qspec: The quantization specification to unwrap. + :param edge_or_node_to_qspec: A dictionary mapping EdgeOrNode instances to their respective QuantizationSpec. + :return: The resolved QuantizationSpec. """ - edge_or_node_to_qspec: Dict[EdgeOrNode, QuantizationSpecBase] = {} - for n in model.graph.nodes: - if hasattr(n, "meta") and "quantization_annotation" in n.meta: - qa = n.meta["quantization_annotation"] - for input_to_n, qspec in qa.input_qspec_map.items(): - input_edge = (input_to_n, n) - edge_or_node_to_qspec[input_edge] = qspec - if qa.output_qspec is not None: - output_node = n - qspec = qa.output_qspec - edge_or_node_to_qspec[output_node] = qspec - return edge_or_node_to_qspec + MAX_DEPTH = 1000 + i = 0 + visited = [] + while i < MAX_DEPTH and isinstance(qspec, SharedQuantizationSpec): + if qspec.edge_or_node in visited: + msg = f"A cycled dependency of the quantization spec is detected {visited + [qspec.edge_or_node]}" + raise RuntimeError(msg) + visited.append(qspec.edge_or_node) + qspec = edge_or_node_to_qspec[qspec.edge_or_node] + i += 1 + if i == MAX_DEPTH: + msg = f"Shared qspecs referenced to each other more than the limit: {MAX_DEPTH}" + raise RuntimeError(msg) + return qspec diff --git a/nncf/experimental/torch/fx/transformations.py b/nncf/experimental/torch/fx/transformations.py index b09aedb25cd..ecc2e6c1b28 100644 --- a/nncf/experimental/torch/fx/transformations.py +++ b/nncf/experimental/torch/fx/transformations.py @@ -383,27 +383,21 @@ def insert_one_qdq(model: torch.fx.GraphModule, target_point: PTTargetPoint, qua # use the same qparams from quantize op dq_inputs = [quantized_node] + quantize_op_inputs[1:] - if target_point.target_type == TargetType.OPERATOR_POST_HOOK: - user_dq_nodes = [] - with graph.inserting_after(quantized_node): - for user in target_node.users: + + with graph.inserting_after(quantized_node): + dq_node = graph.call_function(dequantize_op, tuple(dq_inputs), {}) + dq_node.meta["val"] = copy(meta_val) + if target_point.target_type == TargetType.OPERATOR_POST_HOOK: + for user in list(target_node.users): if user is quantized_node: continue - dq_node = graph.call_function(dequantize_op, tuple(dq_inputs), {}) - dq_node.meta["val"] = copy(meta_val) - user_dq_nodes.append((user, dq_node)) - - for user, dq_node in user_dq_nodes: - user.replace_input_with(target_node, dq_node) - elif target_point.target_type in [TargetType.OPERATOR_PRE_HOOK, TargetType.OPERATION_WITH_WEIGHTS]: - with graph.inserting_after(quantized_node): - dq_node = graph.call_function(dequantize_op, tuple(dq_inputs), {}) - dq_node.meta["val"] = copy(meta_val) - - target_node.replace_input_with(input_node, dq_node) - else: - msg = f"Unexpected target type: {target_point.target_type}" - raise nncf.InternalError(msg) + user.replace_input_with(target_node, dq_node) + + elif target_point.target_type in [TargetType.OPERATOR_PRE_HOOK, TargetType.OPERATION_WITH_WEIGHTS]: + target_node.replace_input_with(input_node, dq_node) + else: + msg = f"Unexpected target type: {target_point.target_type}" + raise nncf.InternalError(msg) def _insert_call_module( diff --git a/tests/torch/data/reference_graphs/fx/dynamic_shapes/post_quantization_compressed/mobilenet_v3_small.dot b/tests/torch/data/reference_graphs/fx/dynamic_shapes/post_quantization_compressed/mobilenet_v3_small.dot index d19e73e70d0..796721d8767 100644 --- a/tests/torch/data/reference_graphs/fx/dynamic_shapes/post_quantization_compressed/mobilenet_v3_small.dot +++ b/tests/torch/data/reference_graphs/fx/dynamic_shapes/post_quantization_compressed/mobilenet_v3_small.dot @@ -1,1110 +1,1080 @@ -strict digraph { -"0 features_1_block_1_fc1_weight" [id=0, type=get_attr]; 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-"127 features_3_block_1_0_weight_bias" [id=127, type=get_attr]; -"128 scale_updated_constant7" [id=128, type=get_attr]; -"129 compressed_weight_updated_constant7" [id=129, type=get_attr]; -"130 mul_tensor_7" [id=130, type=mul]; -"131 zero_point_updated_constant7" [id=131, type=get_attr]; -"132 sub_tensor_7" [id=132, type=sub]; -"133 conv2d_9" [id=133, type=conv2d]; -"134 relu__4" [id=134, type=relu_]; -"135 quantize_per_tensor_default_7" [id=135, type=quantize_per_tensor]; -"136 dequantize_per_tensor_default_9" [id=136, type=dequantize_per_tensor]; -"137 features_3_block_2_0_weight_bias" [id=137, type=get_attr]; -"138 scale_updated_constant8" [id=138, type=get_attr]; -"139 compressed_weight_updated_constant8" [id=139, type=get_attr]; -"140 mul_tensor_8" [id=140, type=mul]; -"141 zero_point_updated_constant8" [id=141, type=get_attr]; -"142 sub_tensor_8" [id=142, type=sub]; -"143 conv2d_10" [id=143, type=conv2d]; -"144 quantize_per_tensor_default_8" [id=144, type=quantize_per_tensor]; -"145 dequantize_per_tensor_default_10" [id=145, type=dequantize_per_tensor]; -"146 add_" [id=146, type=add_]; -"147 quantize_per_tensor_default_9" [id=147, type=quantize_per_tensor]; -"148 dequantize_per_tensor_default_11" [id=148, type=dequantize_per_tensor]; -"149 features_4_block_0_0_weight_bias" [id=149, type=get_attr]; -"150 scale_updated_constant9" [id=150, type=get_attr]; -"151 compressed_weight_updated_constant9" [id=151, type=get_attr]; -"152 mul_tensor_9" [id=152, type=mul]; -"153 zero_point_updated_constant9" [id=153, type=get_attr]; -"154 sub_tensor_9" [id=154, type=sub]; -"155 conv2d_11" [id=155, type=conv2d]; -"156 hardswish__1_scale_0" [id=156, type=get_attr]; -"157 hardswish__1_zero_point_0" [id=157, type=get_attr]; -"158 hardswish__1" [id=158, type=hardswish_]; -"159 quantize_per_channel_default_13" [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]; -"177 quantize_per_tensor_default_11" [id=177, type=quantize_per_tensor]; -"178 dequantize_per_tensor_default_14" [id=178, type=dequantize_per_tensor]; -"179 mul_1" [id=179, type=mul]; -"180 quantize_per_tensor_default_12" [id=180, type=quantize_per_tensor]; -"181 dequantize_per_tensor_default_15" [id=181, type=dequantize_per_tensor]; -"182 features_4_block_3_0_weight_bias" [id=182, type=get_attr]; -"183 scale_updated_constant11" [id=183, type=get_attr]; -"184 compressed_weight_updated_constant11" [id=184, type=get_attr]; -"185 mul_tensor_11" [id=185, type=mul]; -"186 zero_point_updated_constant11" [id=186, type=get_attr]; -"187 sub_tensor_11" [id=187, type=sub]; -"188 conv2d_15" [id=188, type=conv2d]; -"189 quantize_per_tensor_default_13" [id=189, type=quantize_per_tensor]; -"190 dequantize_per_tensor_default_17" [id=190, type=dequantize_per_tensor]; -"191 dequantize_per_tensor_default_16" [id=191, type=dequantize_per_tensor]; -"192 features_5_block_0_0_weight_bias" [id=192, 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]; 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-"252 compressed_weight_updated_constant16" [id=252, type=get_attr]; -"253 mul_tensor_16" [id=253, type=mul]; -"254 zero_point_updated_constant16" [id=254, type=get_attr]; -"255 sub_tensor_16" [id=255, type=sub]; -"256 conv2d_22" [id=256, type=conv2d]; -"257 hardswish__6" [id=257, type=hardswish_]; -"258 quantize_per_tensor_default_19" [id=258, type=quantize_per_tensor]; -"259 dequantize_per_tensor_default_26" [id=259, type=dequantize_per_tensor]; -"260 dequantize_per_tensor_default_25" [id=260, 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]; 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-"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, type=relu]; -"397 conv2d_39" [id=397, type=conv2d]; -"398 hardsigmoid_6" [id=398, type=hardsigmoid]; -"399 quantize_per_tensor_default_34" [id=399, type=quantize_per_tensor]; -"400 dequantize_per_tensor_default_45" [id=400, type=dequantize_per_tensor]; -"401 mul_6" [id=401, type=mul]; -"402 quantize_per_tensor_default_35" [id=402, type=quantize_per_tensor]; -"403 dequantize_per_tensor_default_46" [id=403, type=dequantize_per_tensor]; -"404 features_9_block_3_0_weight_bias" [id=404, type=get_attr]; -"405 scale_updated_constant26" [id=405, type=get_attr]; -"406 compressed_weight_updated_constant26" [id=406, type=get_attr]; -"407 mul_tensor_26" [id=407, type=mul]; -"408 zero_point_updated_constant26" [id=408, type=get_attr]; -"409 sub_tensor_26" [id=409, type=sub]; -"410 conv2d_40" [id=410, type=conv2d]; -"411 quantize_per_tensor_default_36" [id=411, type=quantize_per_tensor]; -"412 dequantize_per_tensor_default_48" [id=412, type=dequantize_per_tensor]; -"413 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]; -"430 zero_point_updated_constant28" [id=430, type=get_attr]; -"431 sub_tensor_28" [id=431, type=sub]; -"432 conv2d_42" [id=432, type=conv2d]; -"433 hardswish__14" [id=433, type=hardswish_]; -"434 quantize_per_tensor_default_37" [id=434, type=quantize_per_tensor]; -"435 dequantize_per_tensor_default_50" [id=435, type=dequantize_per_tensor]; -"436 dequantize_per_tensor_default_49" [id=436, type=dequantize_per_tensor]; -"437 adaptive_avg_pool2d_7" [id=437, type=adaptive_avg_pool2d]; -"438 conv2d_43" [id=438, type=conv2d]; -"439 relu_7" [id=439, type=relu]; -"440 conv2d_44" [id=440, type=conv2d]; -"441 hardsigmoid_7" [id=441, type=hardsigmoid]; -"442 quantize_per_tensor_default_38" [id=442, type=quantize_per_tensor]; -"443 dequantize_per_tensor_default_51" [id=443, type=dequantize_per_tensor]; -"444 mul_7" [id=444, type=mul]; -"445 quantize_per_tensor_default_39" [id=445, type=quantize_per_tensor]; -"446 dequantize_per_tensor_default_52" [id=446, type=dequantize_per_tensor]; -"447 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" [id=463, type=mul]; -"464 zero_point_updated_constant30" [id=464, type=get_attr]; -"465 sub_tensor_30" [id=465, type=sub]; -"466 conv2d_46" [id=466, type=conv2d]; -"467 hardswish__15_scale_0" [id=467, type=get_attr]; -"468 hardswish__15_zero_point_0" [id=468, type=get_attr]; -"469 hardswish__15" [id=469, type=hardswish_]; -"470 quantize_per_channel_default_41" [id=470, type=quantize_per_channel]; -"471 dequantize_per_channel_default_41" [id=471, type=dequantize_per_channel]; -"472 features_11_block_1_0_weight_bias" [id=472, type=get_attr]; -"473 scale_updated_constant31" [id=473, type=get_attr]; -"474 compressed_weight_updated_constant31" [id=474, type=get_attr]; -"475 mul_tensor_31" [id=475, type=mul]; -"476 zero_point_updated_constant31" [id=476, type=get_attr]; -"477 sub_tensor_31" [id=477, type=sub]; -"478 conv2d_47" [id=478, type=conv2d]; -"479 hardswish__16" [id=479, type=hardswish_]; -"480 quantize_per_tensor_default_42" [id=480, type=quantize_per_tensor]; -"481 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, -1, -1)", style=solid]; -"39 quantize_per_tensor_default" -> "40 dequantize_per_tensor_default" [label="(1, 3, -1, -1)", style=solid]; -"40 dequantize_per_tensor_default" -> "47 conv2d" [label="(1, 3, -1, -1)", 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, -1, -1)", 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, -1, -1)", style=solid]; -"51 quantize_per_channel_default_1" -> "52 dequantize_per_channel_default_1" [label="(1, 16, -1, -1)", style=solid]; -"52 dequantize_per_channel_default_1" -> "59 conv2d_1" [label="(1, 16, -1, -1)", 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, -1, -1)", style=solid]; -"60 relu_" -> "61 quantize_per_tensor_default_1" [label="(1, 16, -1, -1)", style=solid]; -"61 quantize_per_tensor_default_1" -> "62 dequantize_per_tensor_default_2" [label="(1, 16, -1, -1)", style=solid]; -"61 quantize_per_tensor_default_1" -> "63 dequantize_per_tensor_default_1" [label="(1, 16, -1, -1)", style=solid]; -"62 dequantize_per_tensor_default_2" -> "71 mul" [label="(1, 16, -1, -1)", style=solid]; -"63 dequantize_per_tensor_default_1" -> "64 adaptive_avg_pool2d" [label="(1, 16, -1, -1)", 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, -1, -1)", style=solid]; -"72 quantize_per_tensor_default_3" -> "73 dequantize_per_tensor_default_4" [label="(1, 16, -1, -1)", style=solid]; -"73 dequantize_per_tensor_default_4" -> "80 conv2d_4" [label="(1, 16, -1, -1)", 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, -1, -1)", style=solid]; -"81 quantize_per_tensor_default_4" -> "82 dequantize_per_tensor_default_5" [label="(1, 16, -1, -1)", style=solid]; -"82 dequantize_per_tensor_default_5" -> "89 conv2d_5" [label="(1, 16, -1, -1)", 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, -1, -1)", 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, -1, -1)", style=solid]; -"93 quantize_per_channel_default_5" -> "94 dequantize_per_channel_default_5" [label="(1, 72, -1, -1)", style=solid]; -"94 dequantize_per_channel_default_5" -> "101 conv2d_6" [label="(1, 72, -1, -1)", 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, -1, -1)", style=solid]; -"102 relu__2" -> "103 quantize_per_tensor_default_5" [label="(1, 72, -1, -1)", style=solid]; -"103 quantize_per_tensor_default_5" -> "104 dequantize_per_tensor_default_6" [label="(1, 72, -1, -1)", style=solid]; -"104 dequantize_per_tensor_default_6" -> "111 conv2d_7" [label="(1, 72, -1, -1)", 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, -1, -1)", style=solid]; -"112 quantize_per_tensor_default_6" -> "113 dequantize_per_tensor_default_8" [label="(1, 24, -1, -1)", style=solid]; -"112 quantize_per_tensor_default_6" -> "114 dequantize_per_tensor_default_7" [label="(1, 24, -1, -1)", style=solid]; -"113 dequantize_per_tensor_default_8" -> "146 add_" [label="(1, 24, -1, -1)", style=solid]; -"114 dequantize_per_tensor_default_7" -> "121 conv2d_8" [label="(1, 24, -1, -1)", 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, -1, -1)", 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, -1, -1)", style=solid]; -"125 quantize_per_channel_default_9" -> "126 dequantize_per_channel_default_9" [label="(1, 88, -1, -1)", style=solid]; -"126 dequantize_per_channel_default_9" -> "133 conv2d_9" [label="(1, 88, -1, -1)", 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, -1, -1)", style=solid]; -"134 relu__4" -> "135 quantize_per_tensor_default_7" [label="(1, 88, -1, -1)", style=solid]; -"135 quantize_per_tensor_default_7" -> "136 dequantize_per_tensor_default_9" [label="(1, 88, -1, -1)", style=solid]; -"136 dequantize_per_tensor_default_9" -> "143 conv2d_10" [label="(1, 88, -1, -1)", 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, -1, -1)", style=solid]; -"144 quantize_per_tensor_default_8" -> "145 dequantize_per_tensor_default_10" [label="(1, 24, -1, -1)", style=solid]; -"145 dequantize_per_tensor_default_10" -> "146 add_" [label="(1, 24, -1, -1)", style=solid]; -"146 add_" -> "147 quantize_per_tensor_default_9" [label="(1, 24, -1, -1)", style=solid]; -"147 quantize_per_tensor_default_9" -> "148 dequantize_per_tensor_default_11" [label="(1, 24, -1, -1)", style=solid]; -"148 dequantize_per_tensor_default_11" -> "155 conv2d_11" [label="(1, 24, -1, -1)", 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, -1, -1)", 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, -1, -1)", style=solid]; -"159 quantize_per_channel_default_13" -> "160 dequantize_per_channel_default_13" [label="(1, 96, -1, -1)", style=solid]; -"160 dequantize_per_channel_default_13" -> "167 conv2d_12" [label="(1, 96, -1, -1)", 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, -1, -1)", style=solid]; -"168 hardswish__2" -> "169 quantize_per_tensor_default_10" [label="(1, 96, -1, -1)", style=solid]; -"169 quantize_per_tensor_default_10" -> "170 dequantize_per_tensor_default_13" [label="(1, 96, -1, -1)", style=solid]; -"169 quantize_per_tensor_default_10" -> "171 dequantize_per_tensor_default_12" [label="(1, 96, -1, -1)", style=solid]; -"170 dequantize_per_tensor_default_13" -> "179 mul_1" [label="(1, 96, -1, -1)", style=solid]; -"171 dequantize_per_tensor_default_12" -> "172 adaptive_avg_pool2d_1" [label="(1, 96, -1, -1)", 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, -1, -1)", style=solid]; -"180 quantize_per_tensor_default_12" -> "181 dequantize_per_tensor_default_15" [label="(1, 96, -1, -1)", style=solid]; -"181 dequantize_per_tensor_default_15" -> "188 conv2d_15" [label="(1, 96, -1, -1)", 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, -1, -1)", style=solid]; -"189 quantize_per_tensor_default_13" -> "190 dequantize_per_tensor_default_17" [label="(1, 40, -1, -1)", style=solid]; -"189 quantize_per_tensor_default_13" -> "191 dequantize_per_tensor_default_16" [label="(1, 40, -1, -1)", style=solid]; -"190 dequantize_per_tensor_default_17" -> "234 add__1" [label="(1, 40, -1, -1)", style=solid]; -"191 dequantize_per_tensor_default_16" -> "198 conv2d_16" [label="(1, 40, -1, -1)", 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, -1, -1)", 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, -1, -1)", style=solid]; -"202 quantize_per_channel_default_17" -> "203 dequantize_per_channel_default_17" [label="(1, 240, -1, -1)", style=solid]; -"203 dequantize_per_channel_default_17" -> "210 conv2d_17" [label="(1, 240, -1, -1)", 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, -1, -1)", style=solid]; -"211 hardswish__4" -> "212 quantize_per_tensor_default_14" [label="(1, 240, -1, -1)", style=solid]; -"212 quantize_per_tensor_default_14" -> "213 dequantize_per_tensor_default_19" [label="(1, 240, -1, -1)", style=solid]; -"212 quantize_per_tensor_default_14" -> "214 dequantize_per_tensor_default_18" [label="(1, 240, -1, -1)", style=solid]; -"213 dequantize_per_tensor_default_19" -> "222 mul_2" [label="(1, 240, -1, -1)", style=solid]; -"214 dequantize_per_tensor_default_18" -> "215 adaptive_avg_pool2d_2" [label="(1, 240, -1, -1)", 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, -1, -1)", style=solid]; -"223 quantize_per_tensor_default_16" -> "224 dequantize_per_tensor_default_21" [label="(1, 240, -1, -1)", style=solid]; -"224 dequantize_per_tensor_default_21" -> "231 conv2d_20" [label="(1, 240, -1, -1)", 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, -1, -1)", style=solid]; -"232 quantize_per_tensor_default_17" -> "233 dequantize_per_tensor_default_22" [label="(1, 40, -1, -1)", style=solid]; -"233 dequantize_per_tensor_default_22" -> "234 add__1" [label="(1, 40, -1, -1)", style=solid]; -"234 add__1" -> "235 quantize_per_tensor_default_18" [label="(1, 40, -1, -1)", style=solid]; -"235 quantize_per_tensor_default_18" -> "236 dequantize_per_tensor_default_24" [label="(1, 40, -1, -1)", style=solid]; -"235 quantize_per_tensor_default_18" -> "237 dequantize_per_tensor_default_23" [label="(1, 40, -1, -1)", style=solid]; -"236 dequantize_per_tensor_default_24" -> "280 add__2" [label="(1, 40, -1, -1)", style=solid]; -"237 dequantize_per_tensor_default_23" -> "244 conv2d_21" [label="(1, 40, -1, -1)", 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, -1, -1)", 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, -1, -1)", style=solid]; -"248 quantize_per_channel_default_21" -> "249 dequantize_per_channel_default_21" [label="(1, 240, -1, -1)", style=solid]; -"249 dequantize_per_channel_default_21" -> "256 conv2d_22" [label="(1, 240, -1, -1)", 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, -1, -1)", style=solid]; -"257 hardswish__6" -> "258 quantize_per_tensor_default_19" [label="(1, 240, -1, -1)", style=solid]; -"258 quantize_per_tensor_default_19" -> "259 dequantize_per_tensor_default_26" [label="(1, 240, -1, -1)", style=solid]; -"258 quantize_per_tensor_default_19" -> "260 dequantize_per_tensor_default_25" [label="(1, 240, -1, -1)", style=solid]; -"259 dequantize_per_tensor_default_26" -> "268 mul_3" [label="(1, 240, -1, -1)", style=solid]; -"260 dequantize_per_tensor_default_25" -> "261 adaptive_avg_pool2d_3" [label="(1, 240, -1, -1)", 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, -1, -1)", style=solid]; -"269 quantize_per_tensor_default_21" -> "270 dequantize_per_tensor_default_28" [label="(1, 240, -1, -1)", style=solid]; -"270 dequantize_per_tensor_default_28" -> "277 conv2d_25" [label="(1, 240, -1, -1)", 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, -1, -1)", style=solid]; -"278 quantize_per_tensor_default_22" -> "279 dequantize_per_tensor_default_29" [label="(1, 40, -1, -1)", style=solid]; -"279 dequantize_per_tensor_default_29" -> "280 add__2" [label="(1, 40, -1, -1)", style=solid]; -"280 add__2" -> "281 quantize_per_tensor_default_23" [label="(1, 40, -1, -1)", style=solid]; -"281 quantize_per_tensor_default_23" -> "282 dequantize_per_tensor_default_30" [label="(1, 40, -1, -1)", style=solid]; -"282 dequantize_per_tensor_default_30" -> "289 conv2d_26" [label="(1, 40, -1, -1)", 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, -1, -1)", 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, -1, -1)", style=solid]; -"293 quantize_per_channel_default_25" -> "294 dequantize_per_channel_default_25" [label="(1, 120, -1, -1)", style=solid]; -"294 dequantize_per_channel_default_25" -> "301 conv2d_27" [label="(1, 120, -1, -1)", 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, -1, -1)", style=solid]; -"302 hardswish__8" -> "303 quantize_per_tensor_default_24" [label="(1, 120, -1, -1)", style=solid]; -"303 quantize_per_tensor_default_24" -> "304 dequantize_per_tensor_default_32" [label="(1, 120, -1, -1)", style=solid]; -"303 quantize_per_tensor_default_24" -> "305 dequantize_per_tensor_default_31" [label="(1, 120, -1, -1)", style=solid]; -"304 dequantize_per_tensor_default_32" -> "313 mul_4" [label="(1, 120, -1, -1)", style=solid]; -"305 dequantize_per_tensor_default_31" -> "306 adaptive_avg_pool2d_4" [label="(1, 120, -1, -1)", 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, -1, -1)", style=solid]; -"314 quantize_per_tensor_default_26" -> "315 dequantize_per_tensor_default_34" [label="(1, 120, -1, -1)", style=solid]; -"315 dequantize_per_tensor_default_34" -> "322 conv2d_30" [label="(1, 120, -1, -1)", 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, -1, -1)", style=solid]; -"323 quantize_per_tensor_default_27" -> "324 dequantize_per_tensor_default_36" [label="(1, 48, -1, -1)", style=solid]; -"323 quantize_per_tensor_default_27" -> "325 dequantize_per_tensor_default_35" [label="(1, 48, -1, -1)", style=solid]; -"324 dequantize_per_tensor_default_36" -> "368 add__3" [label="(1, 48, -1, -1)", style=solid]; -"325 dequantize_per_tensor_default_35" -> "332 conv2d_31" [label="(1, 48, -1, -1)", 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, -1, -1)", 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, -1, -1)", style=solid]; -"336 quantize_per_channel_default_29" -> "337 dequantize_per_channel_default_29" [label="(1, 144, -1, -1)", style=solid]; -"337 dequantize_per_channel_default_29" -> "344 conv2d_32" [label="(1, 144, -1, -1)", 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, -1, -1)", style=solid]; -"345 hardswish__10" -> "346 quantize_per_tensor_default_28" [label="(1, 144, -1, -1)", style=solid]; -"346 quantize_per_tensor_default_28" -> "347 dequantize_per_tensor_default_38" [label="(1, 144, -1, -1)", style=solid]; -"346 quantize_per_tensor_default_28" -> "348 dequantize_per_tensor_default_37" [label="(1, 144, -1, -1)", style=solid]; -"347 dequantize_per_tensor_default_38" -> "356 mul_5" [label="(1, 144, -1, -1)", style=solid]; -"348 dequantize_per_tensor_default_37" -> "349 adaptive_avg_pool2d_5" [label="(1, 144, -1, -1)", 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, -1, -1)", style=solid]; -"357 quantize_per_tensor_default_30" -> "358 dequantize_per_tensor_default_40" [label="(1, 144, -1, -1)", style=solid]; -"358 dequantize_per_tensor_default_40" -> "365 conv2d_35" [label="(1, 144, -1, -1)", 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, -1, -1)", style=solid]; -"366 quantize_per_tensor_default_31" -> "367 dequantize_per_tensor_default_41" [label="(1, 48, -1, -1)", style=solid]; -"367 dequantize_per_tensor_default_41" -> "368 add__3" [label="(1, 48, -1, -1)", style=solid]; -"368 add__3" -> "369 quantize_per_tensor_default_32" [label="(1, 48, -1, -1)", style=solid]; -"369 quantize_per_tensor_default_32" -> "370 dequantize_per_tensor_default_42" [label="(1, 48, -1, -1)", style=solid]; -"370 dequantize_per_tensor_default_42" -> "377 conv2d_36" [label="(1, 48, -1, -1)", 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, -1, -1)", 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, -1, -1)", style=solid]; -"381 quantize_per_channel_default_33" -> "382 dequantize_per_channel_default_33" [label="(1, 288, -1, -1)", style=solid]; -"382 dequantize_per_channel_default_33" -> "389 conv2d_37" [label="(1, 288, -1, -1)", 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, -1, -1)", style=solid]; -"390 hardswish__12" -> "391 quantize_per_tensor_default_33" [label="(1, 288, -1, -1)", style=solid]; -"391 quantize_per_tensor_default_33" -> "392 dequantize_per_tensor_default_44" [label="(1, 288, -1, -1)", style=solid]; -"391 quantize_per_tensor_default_33" -> "393 dequantize_per_tensor_default_43" [label="(1, 288, -1, -1)", style=solid]; -"392 dequantize_per_tensor_default_44" -> "401 mul_6" [label="(1, 288, -1, -1)", style=solid]; -"393 dequantize_per_tensor_default_43" -> "394 adaptive_avg_pool2d_6" [label="(1, 288, -1, -1)", 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, -1, -1)", style=solid]; -"402 quantize_per_tensor_default_35" -> "403 dequantize_per_tensor_default_46" [label="(1, 288, -1, -1)", style=solid]; -"403 dequantize_per_tensor_default_46" -> "410 conv2d_40" [label="(1, 288, -1, -1)", 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, -1, -1)", style=solid]; -"411 quantize_per_tensor_default_36" -> "412 dequantize_per_tensor_default_48" [label="(1, 96, -1, -1)", style=solid]; -"411 quantize_per_tensor_default_36" -> "413 dequantize_per_tensor_default_47" [label="(1, 96, -1, -1)", style=solid]; -"412 dequantize_per_tensor_default_48" -> "456 add__4" [label="(1, 96, -1, -1)", style=solid]; -"413 dequantize_per_tensor_default_47" -> "420 conv2d_41" [label="(1, 96, -1, -1)", 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, -1, -1)", 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, -1, -1)", style=solid]; -"424 quantize_per_channel_default_37" -> "425 dequantize_per_channel_default_37" [label="(1, 576, -1, -1)", style=solid]; -"425 dequantize_per_channel_default_37" -> "432 conv2d_42" [label="(1, 576, -1, -1)", 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, -1, -1)", style=solid]; -"433 hardswish__14" -> "434 quantize_per_tensor_default_37" [label="(1, 576, -1, -1)", style=solid]; -"434 quantize_per_tensor_default_37" -> "435 dequantize_per_tensor_default_50" [label="(1, 576, -1, -1)", style=solid]; -"434 quantize_per_tensor_default_37" -> "436 dequantize_per_tensor_default_49" [label="(1, 576, -1, -1)", style=solid]; -"435 dequantize_per_tensor_default_50" -> "444 mul_7" [label="(1, 576, -1, -1)", style=solid]; -"436 dequantize_per_tensor_default_49" -> "437 adaptive_avg_pool2d_7" [label="(1, 576, -1, -1)", 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, -1, -1)", style=solid]; -"445 quantize_per_tensor_default_39" -> "446 dequantize_per_tensor_default_52" [label="(1, 576, -1, -1)", style=solid]; -"446 dequantize_per_tensor_default_52" -> "453 conv2d_45" [label="(1, 576, -1, -1)", 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, -1, -1)", style=solid]; -"454 quantize_per_tensor_default_40" -> "455 dequantize_per_tensor_default_53" [label="(1, 96, -1, -1)", style=solid]; -"455 dequantize_per_tensor_default_53" -> "456 add__4" [label="(1, 96, -1, -1)", style=solid]; -"456 add__4" -> "457 quantize_per_tensor_default_41" [label="(1, 96, -1, -1)", style=solid]; -"457 quantize_per_tensor_default_41" -> "458 dequantize_per_tensor_default_55" [label="(1, 96, -1, -1)", style=solid]; -"457 quantize_per_tensor_default_41" -> "459 dequantize_per_tensor_default_54" [label="(1, 96, -1, -1)", style=solid]; -"458 dequantize_per_tensor_default_55" -> "502 add__5" [label="(1, 96, -1, -1)", style=solid]; -"459 dequantize_per_tensor_default_54" -> "466 conv2d_46" [label="(1, 96, -1, -1)", 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, -1, -1)", 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, -1, -1)", style=solid]; -"470 quantize_per_channel_default_41" -> "471 dequantize_per_channel_default_41" [label="(1, 576, -1, -1)", style=solid]; -"471 dequantize_per_channel_default_41" -> "478 conv2d_47" [label="(1, 576, -1, -1)", 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, -1, -1)", style=solid]; -"479 hardswish__16" -> "480 quantize_per_tensor_default_42" [label="(1, 576, -1, -1)", style=solid]; -"480 quantize_per_tensor_default_42" -> "481 dequantize_per_tensor_default_57" [label="(1, 576, -1, -1)", style=solid]; -"480 quantize_per_tensor_default_42" -> "482 dequantize_per_tensor_default_56" [label="(1, 576, -1, -1)", style=solid]; -"481 dequantize_per_tensor_default_57" -> "490 mul_8" [label="(1, 576, -1, -1)", style=solid]; -"482 dequantize_per_tensor_default_56" -> "483 adaptive_avg_pool2d_8" [label="(1, 576, -1, -1)", 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, -1, -1)", style=solid]; -"491 quantize_per_tensor_default_44" -> "492 dequantize_per_tensor_default_59" [label="(1, 576, -1, -1)", style=solid]; -"492 dequantize_per_tensor_default_59" -> "499 conv2d_50" [label="(1, 576, -1, -1)", 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, -1, -1)", style=solid]; -"500 quantize_per_tensor_default_45" -> "501 dequantize_per_tensor_default_60" [label="(1, 96, -1, -1)", style=solid]; -"501 dequantize_per_tensor_default_60" -> "502 add__5" [label="(1, 96, -1, -1)", style=solid]; -"502 add__5" -> "503 quantize_per_tensor_default_46" [label="(1, 96, -1, -1)", style=solid]; -"503 quantize_per_tensor_default_46" -> "504 dequantize_per_tensor_default_61" [label="(1, 96, -1, -1)", style=solid]; -"504 dequantize_per_tensor_default_61" -> "511 conv2d_51" [label="(1, 96, -1, -1)", 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, -1, -1)", style=solid]; -"512 hardswish__17" -> "513 quantize_per_tensor_default_47" [label="(1, 576, -1, -1)", style=solid]; -"513 quantize_per_tensor_default_47" -> "514 dequantize_per_tensor_default_62" [label="(1, 576, -1, -1)", style=solid]; -"514 dequantize_per_tensor_default_62" -> "515 adaptive_avg_pool2d_9" [label="(1, 576, -1, -1)", 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]; +"60 relu_" [id=60, type="relu_"]; +"61 quantize_per_tensor_default_1" [id=61, type="quantize_per_tensor"]; +"62 dequantize_per_tensor_default_1" [id=62, type="dequantize_per_tensor"]; +"63 adaptive_avg_pool2d" [id=63, type="adaptive_avg_pool2d"]; +"64 conv2d_2" [id=64, type=conv2d]; +"65 relu" [id=65, type=relu]; +"66 conv2d_3" [id=66, type=conv2d]; 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+"84 compressed_weight_updated_constant3" [id=84, type="get_attr"]; +"85 mul_tensor_3" [id=85, type=mul]; +"86 zero_point_updated_constant3" [id=86, type="get_attr"]; +"87 sub_tensor_3" [id=87, type=sub]; +"88 conv2d_5" [id=88, type=conv2d]; +"89 relu__1_scale_0" [id=89, type="get_attr"]; +"90 relu__1_zero_point_0" [id=90, type="get_attr"]; +"91 relu__1" [id=91, type="relu_"]; +"92 quantize_per_channel_default_5" [id=92, type="quantize_per_channel"]; +"93 dequantize_per_channel_default_5" [id=93, type="dequantize_per_channel"]; +"94 features_2_block_1_0_weight_bias" [id=94, type="get_attr"]; +"95 scale_updated_constant4" [id=95, type="get_attr"]; +"96 compressed_weight_updated_constant4" [id=96, type="get_attr"]; +"97 mul_tensor_4" [id=97, type=mul]; +"98 zero_point_updated_constant4" [id=98, type="get_attr"]; +"99 sub_tensor_4" [id=99, type=sub]; +"100 conv2d_6" [id=100, type=conv2d]; +"101 relu__2" [id=101, type="relu_"]; +"102 quantize_per_tensor_default_5" [id=102, type="quantize_per_tensor"]; +"103 dequantize_per_tensor_default_5" [id=103, type="dequantize_per_tensor"]; +"104 features_2_block_2_0_weight_bias" [id=104, type="get_attr"]; +"105 scale_updated_constant5" [id=105, type="get_attr"]; +"106 compressed_weight_updated_constant5" [id=106, type="get_attr"]; +"107 mul_tensor_5" [id=107, type=mul]; +"108 zero_point_updated_constant5" [id=108, type="get_attr"]; +"109 sub_tensor_5" [id=109, type=sub]; +"110 conv2d_7" [id=110, type=conv2d]; +"111 quantize_per_tensor_default_6" [id=111, type="quantize_per_tensor"]; +"112 dequantize_per_tensor_default_6" [id=112, type="dequantize_per_tensor"]; +"113 features_3_block_0_0_weight_bias" [id=113, type="get_attr"]; +"114 scale_updated_constant6" [id=114, type="get_attr"]; +"115 compressed_weight_updated_constant6" [id=115, type="get_attr"]; +"116 mul_tensor_6" [id=116, type=mul]; +"117 zero_point_updated_constant6" [id=117, type="get_attr"]; +"118 sub_tensor_6" [id=118, type=sub]; +"119 conv2d_8" [id=119, type=conv2d]; +"120 relu__3_scale_0" [id=120, type="get_attr"]; 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+"517 zero_point_updated_constant35" -> "518 sub_tensor_35" [style=solid, label="(1000, 1)"]; +"518 sub_tensor_35" -> "519 linear_1" [style=solid, label="(1000, 1024)"]; +"519 linear_1" -> "520 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/dynamic_shapes/post_quantization_compressed/resnet18.dot b/tests/torch/data/reference_graphs/fx/dynamic_shapes/post_quantization_compressed/resnet18.dot index 64419870fca..82189f02134 100644 --- a/tests/torch/data/reference_graphs/fx/dynamic_shapes/post_quantization_compressed/resnet18.dot +++ b/tests/torch/data/reference_graphs/fx/dynamic_shapes/post_quantization_compressed/resnet18.dot @@ -1,497 +1,483 @@ -strict digraph { -"0 fc_bias" [id=0, type=get_attr]; +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]; +"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]; +"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]; +"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]; +"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]; +"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]; +"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]; 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-"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, -1, -1)", style=solid]; -"2 quantize_per_tensor_default" -> "3 dequantize_per_tensor_default" [label="(1, 3, -1, -1)", style=solid]; -"3 dequantize_per_tensor_default" -> "10 conv2d" [label="(1, 3, -1, -1)", 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, -1, -1)", style=solid]; -"11 relu_" -> "12 quantize_per_tensor_default_1" [label="(1, 64, -1, -1)", style=solid]; -"12 quantize_per_tensor_default_1" -> "13 dequantize_per_tensor_default_1" [label="(1, 64, -1, -1)", style=solid]; -"13 dequantize_per_tensor_default_1" -> "14 max_pool2d" [label="(1, 64, -1, -1)", style=solid]; -"14 max_pool2d" -> "21 conv2d_1" [label="(1, 64, -1, -1)", style=solid]; -"14 max_pool2d" -> "34 add_" [label="(1, 64, -1, -1)", 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, -1, -1)", style=solid]; -"22 relu__1" -> "23 quantize_per_tensor_default_2" [label="(1, 64, -1, -1)", style=solid]; -"23 quantize_per_tensor_default_2" -> "24 dequantize_per_tensor_default_2" [label="(1, 64, -1, -1)", style=solid]; -"24 dequantize_per_tensor_default_2" -> "31 conv2d_2" [label="(1, 64, -1, -1)", 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, -1, -1)", style=solid]; -"32 quantize_per_tensor_default_3" -> "33 dequantize_per_tensor_default_3" [label="(1, 64, -1, -1)", style=solid]; -"33 dequantize_per_tensor_default_3" -> "34 add_" [label="(1, 64, -1, -1)", style=solid]; -"34 add_" -> "35 relu__2" [label="(1, 64, -1, -1)", style=solid]; -"35 relu__2" -> "36 quantize_per_tensor_default_4" [label="(1, 64, -1, -1)", style=solid]; -"36 quantize_per_tensor_default_4" -> "37 dequantize_per_tensor_default_5" [label="(1, 64, -1, -1)", style=solid]; -"36 quantize_per_tensor_default_4" -> "38 dequantize_per_tensor_default_4" [label="(1, 64, -1, -1)", style=solid]; -"37 dequantize_per_tensor_default_5" -> "58 add__1" [label="(1, 64, -1, -1)", style=solid]; -"38 dequantize_per_tensor_default_4" -> "45 conv2d_3" [label="(1, 64, -1, -1)", 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, -1, -1)", style=solid]; -"46 relu__3" -> "47 quantize_per_tensor_default_5" [label="(1, 64, -1, -1)", style=solid]; -"47 quantize_per_tensor_default_5" -> "48 dequantize_per_tensor_default_6" [label="(1, 64, -1, -1)", style=solid]; -"48 dequantize_per_tensor_default_6" -> "55 conv2d_4" [label="(1, 64, -1, -1)", 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, -1, -1)", style=solid]; -"56 quantize_per_tensor_default_6" -> "57 dequantize_per_tensor_default_7" [label="(1, 64, -1, -1)", style=solid]; -"57 dequantize_per_tensor_default_7" -> "58 add__1" [label="(1, 64, -1, -1)", style=solid]; -"58 add__1" -> "59 relu__4" [label="(1, 64, -1, -1)", style=solid]; -"59 relu__4" -> "60 quantize_per_tensor_default_7" [label="(1, 64, -1, -1)", style=solid]; -"60 quantize_per_tensor_default_7" -> "61 dequantize_per_tensor_default_9" [label="(1, 64, -1, -1)", style=solid]; -"60 quantize_per_tensor_default_7" -> "62 dequantize_per_tensor_default_8" [label="(1, 64, -1, -1)", style=solid]; -"61 dequantize_per_tensor_default_9" -> "88 conv2d_7" [label="(1, 64, -1, -1)", style=solid]; -"62 dequantize_per_tensor_default_8" -> "69 conv2d_5" [label="(1, 64, -1, -1)", 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, -1, -1)", style=solid]; -"70 relu__5" -> "71 quantize_per_tensor_default_8" [label="(1, 128, -1, -1)", style=solid]; -"71 quantize_per_tensor_default_8" -> "72 dequantize_per_tensor_default_10" [label="(1, 128, -1, -1)", style=solid]; -"72 dequantize_per_tensor_default_10" -> "79 conv2d_6" [label="(1, 128, -1, -1)", 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, -1, -1)", style=solid]; -"80 quantize_per_tensor_default_9" -> "81 dequantize_per_tensor_default_11" [label="(1, 128, -1, -1)", style=solid]; -"81 dequantize_per_tensor_default_11" -> "91 add__2" [label="(1, 128, -1, -1)", 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, -1, -1)", style=solid]; -"89 quantize_per_tensor_default_10" -> "90 dequantize_per_tensor_default_12" [label="(1, 128, -1, -1)", style=solid]; -"90 dequantize_per_tensor_default_12" -> "91 add__2" [label="(1, 128, -1, -1)", style=solid]; -"91 add__2" -> "92 relu__6" [label="(1, 128, -1, -1)", style=solid]; -"92 relu__6" -> "93 quantize_per_tensor_default_11" [label="(1, 128, -1, -1)", style=solid]; -"93 quantize_per_tensor_default_11" -> "94 dequantize_per_tensor_default_14" [label="(1, 128, -1, -1)", style=solid]; -"93 quantize_per_tensor_default_11" -> "95 dequantize_per_tensor_default_13" [label="(1, 128, -1, -1)", style=solid]; -"94 dequantize_per_tensor_default_14" -> "115 add__3" [label="(1, 128, -1, -1)", style=solid]; -"95 dequantize_per_tensor_default_13" -> "102 conv2d_8" [label="(1, 128, -1, -1)", style=solid]; -"96 layer2_1_conv1_weight_bias" -> "102 conv2d_8" [label="(128,)", style=solid]; -"97 scale_updated_constant8" -> "99 mul_tensor_8" [label="(128, 1, 1, 1)", style=solid]; -"98 compressed_weight_updated_constant8" -> "99 mul_tensor_8" [label="(128, 128, 3, 3)", style=solid]; -"99 mul_tensor_8" -> "101 sub_tensor_8" [label="(128, 128, 3, 3)", style=solid]; -"100 zero_point_updated_constant8" -> "101 sub_tensor_8" [label="(128, 1, 1, 1)", style=solid]; -"101 sub_tensor_8" -> "102 conv2d_8" [label="(128, 128, 3, 3)", style=solid]; -"102 conv2d_8" -> "103 relu__7" [label="(1, 128, -1, -1)", style=solid]; -"103 relu__7" -> "104 quantize_per_tensor_default_12" [label="(1, 128, -1, -1)", style=solid]; -"104 quantize_per_tensor_default_12" -> "105 dequantize_per_tensor_default_15" [label="(1, 128, -1, -1)", style=solid]; -"105 dequantize_per_tensor_default_15" -> "112 conv2d_9" [label="(1, 128, -1, -1)", style=solid]; -"106 layer2_1_conv2_weight_bias" -> "112 conv2d_9" [label="(128,)", style=solid]; -"107 scale_updated_constant9" -> "109 mul_tensor_9" [label="(128, 1, 1, 1)", style=solid]; -"108 compressed_weight_updated_constant9" -> "109 mul_tensor_9" [label="(128, 128, 3, 3)", style=solid]; -"109 mul_tensor_9" -> "111 sub_tensor_9" [label="(128, 128, 3, 3)", style=solid]; -"110 zero_point_updated_constant9" -> "111 sub_tensor_9" [label="(128, 1, 1, 1)", style=solid]; -"111 sub_tensor_9" -> "112 conv2d_9" [label="(128, 128, 3, 3)", style=solid]; -"112 conv2d_9" -> "113 quantize_per_tensor_default_13" [label="(1, 128, -1, -1)", style=solid]; -"113 quantize_per_tensor_default_13" -> "114 dequantize_per_tensor_default_16" [label="(1, 128, -1, -1)", style=solid]; -"114 dequantize_per_tensor_default_16" -> "115 add__3" [label="(1, 128, -1, -1)", style=solid]; -"115 add__3" -> "116 relu__8" [label="(1, 128, -1, -1)", style=solid]; -"116 relu__8" -> "117 quantize_per_tensor_default_14" [label="(1, 128, -1, -1)", style=solid]; -"117 quantize_per_tensor_default_14" -> "118 dequantize_per_tensor_default_18" [label="(1, 128, -1, -1)", style=solid]; -"117 quantize_per_tensor_default_14" -> "119 dequantize_per_tensor_default_17" [label="(1, 128, -1, -1)", style=solid]; -"118 dequantize_per_tensor_default_18" -> "145 conv2d_12" [label="(1, 128, -1, -1)", style=solid]; -"119 dequantize_per_tensor_default_17" -> "126 conv2d_10" [label="(1, 128, -1, -1)", 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]; -"122 compressed_weight_updated_constant10" -> "123 mul_tensor_10" [label="(256, 128, 3, 3)", style=solid]; -"123 mul_tensor_10" -> "125 sub_tensor_10" [label="(256, 128, 3, 3)", style=solid]; -"124 zero_point_updated_constant10" -> "125 sub_tensor_10" [label="(256, 1, 1, 1)", style=solid]; -"125 sub_tensor_10" -> "126 conv2d_10" [label="(256, 128, 3, 3)", style=solid]; -"126 conv2d_10" -> "127 relu__9" [label="(1, 256, -1, -1)", style=solid]; -"127 relu__9" -> "128 quantize_per_tensor_default_15" [label="(1, 256, -1, -1)", style=solid]; -"128 quantize_per_tensor_default_15" -> "129 dequantize_per_tensor_default_19" [label="(1, 256, -1, -1)", style=solid]; -"129 dequantize_per_tensor_default_19" -> "136 conv2d_11" [label="(1, 256, -1, -1)", style=solid]; -"130 layer3_0_conv2_weight_bias" -> "136 conv2d_11" [label="(256,)", style=solid]; -"131 scale_updated_constant11" -> "133 mul_tensor_11" [label="(256, 1, 1, 1)", style=solid]; -"132 compressed_weight_updated_constant11" -> "133 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, -1, -1)", style=solid]; -"137 quantize_per_tensor_default_16" -> "138 dequantize_per_tensor_default_20" [label="(1, 256, -1, -1)", style=solid]; -"138 dequantize_per_tensor_default_20" -> "148 add__4" [label="(1, 256, -1, -1)", style=solid]; 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+"227 quantize_per_tensor_default_29" -> "228 dequantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"228 dequantize_per_tensor_default_29" -> "229 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"229 flatten" -> "235 linear" [style=solid, label="(1, 512)"]; +"230 scale_updated_constant20" -> "232 mul_tensor_20" [style=solid, label="(1000, 1)"]; +"231 compressed_weight_updated_constant20" -> "232 mul_tensor_20" [style=solid, label="(1000, 512)"]; +"232 mul_tensor_20" -> "234 sub_tensor_20" [style=solid, label="(1000, 512)"]; +"233 zero_point_updated_constant20" -> "234 sub_tensor_20" [style=solid, label="(1000, 1)"]; +"234 sub_tensor_20" -> "235 linear" [style=solid, label="(1000, 512)"]; +"235 linear" -> "236 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/dynamic_shapes/post_quantization_compressed/unet.dot b/tests/torch/data/reference_graphs/fx/dynamic_shapes/post_quantization_compressed/unet.dot index 03f8579e69c..f7bdaa3f021 100644 --- a/tests/torch/data/reference_graphs/fx/dynamic_shapes/post_quantization_compressed/unet.dot +++ b/tests/torch/data/reference_graphs/fx/dynamic_shapes/post_quantization_compressed/unet.dot @@ -1,515 +1,507 @@ -strict digraph { -"0 down_path_0_block_0_bias" [id=0, type=get_attr]; 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-"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]; 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-"85 conv2d_5_zero_point_0" [id=85, type=get_attr]; -"86 compressed_weight_updated_constant3" [id=86, type=get_attr]; -"87 quantize_per_channel_default_4" [id=87, type=quantize_per_channel]; -"88 dequantize_per_channel_default_4" [id=88, type=dequantize_per_channel]; -"89 conv2d_5" [id=89, type=conv2d]; -"90 relu__1_scale_0" [id=90, type=get_attr]; -"91 relu__1_zero_point_0" [id=91, type=get_attr]; -"92 relu__1" [id=92, type=relu_]; -"93 quantize_per_channel_default_5" [id=93, type=quantize_per_channel]; -"94 dequantize_per_channel_default_5" [id=94, type=dequantize_per_channel]; -"95 features_2_block_1_0_weight_bias" [id=95, type=get_attr]; -"96 conv2d_6_scale_0" [id=96, type=get_attr]; -"97 conv2d_6_zero_point_0" [id=97, type=get_attr]; -"98 compressed_weight_updated_constant4" [id=98, type=get_attr]; -"99 quantize_per_channel_default_6" [id=99, type=quantize_per_channel]; -"100 dequantize_per_channel_default_6" [id=100, type=dequantize_per_channel]; -"101 conv2d_6" [id=101, type=conv2d]; -"102 relu__2" [id=102, type=relu_]; -"103 quantize_per_tensor_default_5" [id=103, type=quantize_per_tensor]; -"104 dequantize_per_tensor_default_6" [id=104, type=dequantize_per_tensor]; -"105 features_2_block_2_0_weight_bias" [id=105, type=get_attr]; -"106 conv2d_7_scale_0" [id=106, type=get_attr]; -"107 conv2d_7_zero_point_0" [id=107, type=get_attr]; -"108 compressed_weight_updated_constant5" [id=108, type=get_attr]; -"109 quantize_per_channel_default_7" [id=109, type=quantize_per_channel]; -"110 dequantize_per_channel_default_7" [id=110, type=dequantize_per_channel]; -"111 conv2d_7" [id=111, type=conv2d]; -"112 quantize_per_tensor_default_6" [id=112, type=quantize_per_tensor]; -"113 dequantize_per_tensor_default_8" [id=113, type=dequantize_per_tensor]; -"114 dequantize_per_tensor_default_7" [id=114, type=dequantize_per_tensor]; -"115 features_3_block_0_0_weight_bias" [id=115, type=get_attr]; -"116 conv2d_8_scale_0" [id=116, type=get_attr]; -"117 conv2d_8_zero_point_0" [id=117, type=get_attr]; -"118 compressed_weight_updated_constant6" [id=118, type=get_attr]; -"119 quantize_per_channel_default_8" [id=119, type=quantize_per_channel]; -"120 dequantize_per_channel_default_8" [id=120, type=dequantize_per_channel]; -"121 conv2d_8" [id=121, type=conv2d]; -"122 relu__3_scale_0" [id=122, type=get_attr]; -"123 relu__3_zero_point_0" [id=123, type=get_attr]; -"124 relu__3" [id=124, type=relu_]; -"125 quantize_per_channel_default_9" [id=125, type=quantize_per_channel]; -"126 dequantize_per_channel_default_9" [id=126, type=dequantize_per_channel]; -"127 features_3_block_1_0_weight_bias" [id=127, type=get_attr]; -"128 conv2d_9_scale_0" [id=128, type=get_attr]; -"129 conv2d_9_zero_point_0" [id=129, type=get_attr]; -"130 compressed_weight_updated_constant7" [id=130, type=get_attr]; -"131 quantize_per_channel_default_10" [id=131, type=quantize_per_channel]; -"132 dequantize_per_channel_default_10" [id=132, type=dequantize_per_channel]; -"133 conv2d_9" [id=133, type=conv2d]; -"134 relu__4" [id=134, type=relu_]; -"135 quantize_per_tensor_default_7" [id=135, type=quantize_per_tensor]; -"136 dequantize_per_tensor_default_9" [id=136, type=dequantize_per_tensor]; -"137 features_3_block_2_0_weight_bias" [id=137, type=get_attr]; -"138 conv2d_10_scale_0" [id=138, type=get_attr]; -"139 conv2d_10_zero_point_0" [id=139, type=get_attr]; -"140 compressed_weight_updated_constant8" [id=140, type=get_attr]; -"141 quantize_per_channel_default_11" [id=141, type=quantize_per_channel]; -"142 dequantize_per_channel_default_11" [id=142, type=dequantize_per_channel]; -"143 conv2d_10" [id=143, type=conv2d]; -"144 quantize_per_tensor_default_8" [id=144, type=quantize_per_tensor]; -"145 dequantize_per_tensor_default_10" [id=145, type=dequantize_per_tensor]; -"146 add_" [id=146, type=add_]; -"147 quantize_per_tensor_default_9" [id=147, type=quantize_per_tensor]; -"148 dequantize_per_tensor_default_11" [id=148, type=dequantize_per_tensor]; -"149 features_4_block_0_0_weight_bias" [id=149, type=get_attr]; -"150 conv2d_11_scale_0" [id=150, type=get_attr]; -"151 conv2d_11_zero_point_0" [id=151, type=get_attr]; -"152 compressed_weight_updated_constant9" [id=152, type=get_attr]; -"153 quantize_per_channel_default_12" [id=153, type=quantize_per_channel]; -"154 dequantize_per_channel_default_12" [id=154, type=dequantize_per_channel]; -"155 conv2d_11" [id=155, type=conv2d]; -"156 hardswish__1_scale_0" [id=156, type=get_attr]; -"157 hardswish__1_zero_point_0" [id=157, type=get_attr]; -"158 hardswish__1" [id=158, type=hardswish_]; -"159 quantize_per_channel_default_13" [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 conv2d_12_scale_0" [id=162, type=get_attr]; -"163 conv2d_12_zero_point_0" [id=163, type=get_attr]; -"164 compressed_weight_updated_constant10" [id=164, type=get_attr]; -"165 quantize_per_channel_default_14" [id=165, type=quantize_per_channel]; -"166 dequantize_per_channel_default_14" [id=166, type=dequantize_per_channel]; -"167 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]; -"177 quantize_per_tensor_default_11" [id=177, type=quantize_per_tensor]; -"178 dequantize_per_tensor_default_14" [id=178, type=dequantize_per_tensor]; -"179 mul_1" [id=179, type=mul]; -"180 quantize_per_tensor_default_12" [id=180, type=quantize_per_tensor]; -"181 dequantize_per_tensor_default_15" [id=181, type=dequantize_per_tensor]; -"182 features_4_block_3_0_weight_bias" [id=182, type=get_attr]; -"183 conv2d_15_scale_0" [id=183, type=get_attr]; -"184 conv2d_15_zero_point_0" [id=184, type=get_attr]; -"185 compressed_weight_updated_constant11" [id=185, type=get_attr]; -"186 quantize_per_channel_default_15" [id=186, type=quantize_per_channel]; -"187 dequantize_per_channel_default_15" [id=187, type=dequantize_per_channel]; -"188 conv2d_15" [id=188, type=conv2d]; -"189 quantize_per_tensor_default_13" [id=189, type=quantize_per_tensor]; -"190 dequantize_per_tensor_default_17" [id=190, type=dequantize_per_tensor]; -"191 dequantize_per_tensor_default_16" [id=191, type=dequantize_per_tensor]; -"192 features_5_block_0_0_weight_bias" [id=192, type=get_attr]; -"193 conv2d_16_scale_0" [id=193, type=get_attr]; -"194 conv2d_16_zero_point_0" [id=194, type=get_attr]; -"195 compressed_weight_updated_constant12" [id=195, type=get_attr]; -"196 quantize_per_channel_default_16" [id=196, type=quantize_per_channel]; -"197 dequantize_per_channel_default_16" [id=197, type=dequantize_per_channel]; -"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 conv2d_17_scale_0" [id=205, type=get_attr]; -"206 conv2d_17_zero_point_0" [id=206, type=get_attr]; -"207 compressed_weight_updated_constant13" [id=207, type=get_attr]; -"208 quantize_per_channel_default_18" [id=208, type=quantize_per_channel]; -"209 dequantize_per_channel_default_18" [id=209, type=dequantize_per_channel]; -"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 conv2d_20_scale_0" [id=226, type=get_attr]; -"227 conv2d_20_zero_point_0" [id=227, type=get_attr]; -"228 compressed_weight_updated_constant14" [id=228, type=get_attr]; -"229 quantize_per_channel_default_19" [id=229, type=quantize_per_channel]; -"230 dequantize_per_channel_default_19" [id=230, type=dequantize_per_channel]; -"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 conv2d_21_scale_0" [id=239, type=get_attr]; -"240 conv2d_21_zero_point_0" [id=240, type=get_attr]; -"241 compressed_weight_updated_constant15" [id=241, type=get_attr]; -"242 quantize_per_channel_default_20" [id=242, type=quantize_per_channel]; -"243 dequantize_per_channel_default_20" [id=243, type=dequantize_per_channel]; -"244 conv2d_21" [id=244, type=conv2d]; -"245 hardswish__5_scale_0" [id=245, type=get_attr]; -"246 hardswish__5_zero_point_0" [id=246, type=get_attr]; -"247 hardswish__5" [id=247, type=hardswish_]; -"248 quantize_per_channel_default_21" [id=248, type=quantize_per_channel]; -"249 dequantize_per_channel_default_21" [id=249, type=dequantize_per_channel]; -"250 features_6_block_1_0_weight_bias" [id=250, type=get_attr]; -"251 conv2d_22_scale_0" [id=251, type=get_attr]; -"252 conv2d_22_zero_point_0" [id=252, type=get_attr]; -"253 compressed_weight_updated_constant16" [id=253, type=get_attr]; -"254 quantize_per_channel_default_22" [id=254, type=quantize_per_channel]; -"255 dequantize_per_channel_default_22" [id=255, type=dequantize_per_channel]; -"256 conv2d_22" [id=256, type=conv2d]; -"257 hardswish__6" [id=257, type=hardswish_]; -"258 quantize_per_tensor_default_19" [id=258, type=quantize_per_tensor]; -"259 dequantize_per_tensor_default_26" [id=259, type=dequantize_per_tensor]; -"260 dequantize_per_tensor_default_25" [id=260, 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 conv2d_25_scale_0" [id=272, type=get_attr]; -"273 conv2d_25_zero_point_0" [id=273, type=get_attr]; -"274 compressed_weight_updated_constant17" [id=274, type=get_attr]; -"275 quantize_per_channel_default_23" [id=275, type=quantize_per_channel]; -"276 dequantize_per_channel_default_23" [id=276, type=dequantize_per_channel]; -"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 conv2d_26_scale_0" [id=284, type=get_attr]; -"285 conv2d_26_zero_point_0" [id=285, type=get_attr]; -"286 compressed_weight_updated_constant18" [id=286, type=get_attr]; -"287 quantize_per_channel_default_24" [id=287, type=quantize_per_channel]; -"288 dequantize_per_channel_default_24" [id=288, type=dequantize_per_channel]; -"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 conv2d_27_scale_0" [id=296, type=get_attr]; -"297 conv2d_27_zero_point_0" [id=297, type=get_attr]; -"298 compressed_weight_updated_constant19" [id=298, type=get_attr]; -"299 quantize_per_channel_default_26" [id=299, type=quantize_per_channel]; -"300 dequantize_per_channel_default_26" [id=300, type=dequantize_per_channel]; -"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 conv2d_30_scale_0" [id=317, type=get_attr]; -"318 conv2d_30_zero_point_0" [id=318, type=get_attr]; -"319 compressed_weight_updated_constant20" [id=319, type=get_attr]; -"320 quantize_per_channel_default_27" [id=320, type=quantize_per_channel]; -"321 dequantize_per_channel_default_27" [id=321, type=dequantize_per_channel]; -"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 conv2d_31_scale_0" [id=327, type=get_attr]; -"328 conv2d_31_zero_point_0" [id=328, type=get_attr]; -"329 compressed_weight_updated_constant21" [id=329, type=get_attr]; -"330 quantize_per_channel_default_28" [id=330, type=quantize_per_channel]; -"331 dequantize_per_channel_default_28" [id=331, type=dequantize_per_channel]; -"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 conv2d_32_scale_0" [id=339, type=get_attr]; -"340 conv2d_32_zero_point_0" [id=340, type=get_attr]; -"341 compressed_weight_updated_constant22" [id=341, type=get_attr]; -"342 quantize_per_channel_default_30" [id=342, type=quantize_per_channel]; -"343 dequantize_per_channel_default_30" [id=343, type=dequantize_per_channel]; -"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 conv2d_35_scale_0" [id=360, type=get_attr]; -"361 conv2d_35_zero_point_0" [id=361, type=get_attr]; -"362 compressed_weight_updated_constant23" [id=362, type=get_attr]; -"363 quantize_per_channel_default_31" [id=363, type=quantize_per_channel]; -"364 dequantize_per_channel_default_31" [id=364, type=dequantize_per_channel]; -"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 conv2d_36_scale_0" [id=372, type=get_attr]; -"373 conv2d_36_zero_point_0" [id=373, type=get_attr]; -"374 compressed_weight_updated_constant24" [id=374, type=get_attr]; -"375 quantize_per_channel_default_32" [id=375, type=quantize_per_channel]; -"376 dequantize_per_channel_default_32" [id=376, type=dequantize_per_channel]; -"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 conv2d_37_scale_0" [id=384, type=get_attr]; -"385 conv2d_37_zero_point_0" [id=385, type=get_attr]; -"386 compressed_weight_updated_constant25" [id=386, type=get_attr]; -"387 quantize_per_channel_default_34" [id=387, type=quantize_per_channel]; -"388 dequantize_per_channel_default_34" [id=388, type=dequantize_per_channel]; -"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, type=relu]; -"397 conv2d_39" [id=397, type=conv2d]; -"398 hardsigmoid_6" [id=398, type=hardsigmoid]; -"399 quantize_per_tensor_default_34" [id=399, type=quantize_per_tensor]; -"400 dequantize_per_tensor_default_45" [id=400, type=dequantize_per_tensor]; -"401 mul_6" [id=401, type=mul]; -"402 quantize_per_tensor_default_35" [id=402, type=quantize_per_tensor]; -"403 dequantize_per_tensor_default_46" [id=403, type=dequantize_per_tensor]; -"404 features_9_block_3_0_weight_bias" [id=404, type=get_attr]; -"405 conv2d_40_scale_0" [id=405, type=get_attr]; -"406 conv2d_40_zero_point_0" [id=406, type=get_attr]; -"407 compressed_weight_updated_constant26" [id=407, type=get_attr]; -"408 quantize_per_channel_default_35" [id=408, type=quantize_per_channel]; -"409 dequantize_per_channel_default_35" [id=409, type=dequantize_per_channel]; -"410 conv2d_40" [id=410, type=conv2d]; -"411 quantize_per_tensor_default_36" [id=411, type=quantize_per_tensor]; -"412 dequantize_per_tensor_default_48" [id=412, type=dequantize_per_tensor]; -"413 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 conv2d_41_scale_0" [id=415, type=get_attr]; -"416 conv2d_41_zero_point_0" [id=416, type=get_attr]; -"417 compressed_weight_updated_constant27" [id=417, type=get_attr]; -"418 quantize_per_channel_default_36" [id=418, type=quantize_per_channel]; -"419 dequantize_per_channel_default_36" [id=419, type=dequantize_per_channel]; -"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 conv2d_42_scale_0" [id=427, type=get_attr]; -"428 conv2d_42_zero_point_0" [id=428, type=get_attr]; -"429 compressed_weight_updated_constant28" [id=429, type=get_attr]; -"430 quantize_per_channel_default_38" [id=430, type=quantize_per_channel]; -"431 dequantize_per_channel_default_38" [id=431, type=dequantize_per_channel]; -"432 conv2d_42" [id=432, type=conv2d]; -"433 hardswish__14" [id=433, type=hardswish_]; -"434 quantize_per_tensor_default_37" [id=434, type=quantize_per_tensor]; -"435 dequantize_per_tensor_default_50" [id=435, type=dequantize_per_tensor]; -"436 dequantize_per_tensor_default_49" [id=436, type=dequantize_per_tensor]; -"437 adaptive_avg_pool2d_7" [id=437, type=adaptive_avg_pool2d]; -"438 conv2d_43" [id=438, type=conv2d]; -"439 relu_7" [id=439, type=relu]; -"440 conv2d_44" [id=440, type=conv2d]; -"441 hardsigmoid_7" [id=441, type=hardsigmoid]; -"442 quantize_per_tensor_default_38" [id=442, type=quantize_per_tensor]; -"443 dequantize_per_tensor_default_51" [id=443, type=dequantize_per_tensor]; -"444 mul_7" [id=444, type=mul]; -"445 quantize_per_tensor_default_39" [id=445, type=quantize_per_tensor]; -"446 dequantize_per_tensor_default_52" [id=446, type=dequantize_per_tensor]; -"447 features_10_block_3_0_weight_bias" [id=447, type=get_attr]; -"448 conv2d_45_scale_0" [id=448, type=get_attr]; -"449 conv2d_45_zero_point_0" [id=449, type=get_attr]; -"450 compressed_weight_updated_constant29" [id=450, type=get_attr]; -"451 quantize_per_channel_default_39" [id=451, type=quantize_per_channel]; -"452 dequantize_per_channel_default_39" [id=452, type=dequantize_per_channel]; -"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 conv2d_46_scale_0" [id=461, type=get_attr]; -"462 conv2d_46_zero_point_0" [id=462, type=get_attr]; -"463 compressed_weight_updated_constant30" [id=463, type=get_attr]; -"464 quantize_per_channel_default_40" [id=464, type=quantize_per_channel]; -"465 dequantize_per_channel_default_40" [id=465, type=dequantize_per_channel]; -"466 conv2d_46" [id=466, type=conv2d]; -"467 hardswish__15_scale_0" [id=467, type=get_attr]; -"468 hardswish__15_zero_point_0" [id=468, type=get_attr]; -"469 hardswish__15" [id=469, type=hardswish_]; -"470 quantize_per_channel_default_41" [id=470, type=quantize_per_channel]; -"471 dequantize_per_channel_default_41" [id=471, type=dequantize_per_channel]; -"472 features_11_block_1_0_weight_bias" [id=472, type=get_attr]; -"473 conv2d_47_scale_0" [id=473, type=get_attr]; -"474 conv2d_47_zero_point_0" [id=474, type=get_attr]; -"475 compressed_weight_updated_constant31" [id=475, type=get_attr]; -"476 quantize_per_channel_default_42" [id=476, type=quantize_per_channel]; -"477 dequantize_per_channel_default_42" [id=477, type=dequantize_per_channel]; -"478 conv2d_47" [id=478, type=conv2d]; -"479 hardswish__16" [id=479, type=hardswish_]; -"480 quantize_per_tensor_default_42" [id=480, type=quantize_per_tensor]; -"481 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 conv2d_50_scale_0" [id=494, type=get_attr]; -"495 conv2d_50_zero_point_0" [id=495, type=get_attr]; -"496 compressed_weight_updated_constant32" [id=496, type=get_attr]; -"497 quantize_per_channel_default_43" [id=497, type=quantize_per_channel]; -"498 dequantize_per_channel_default_43" [id=498, type=dequantize_per_channel]; -"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 conv2d_51_scale_0" [id=506, type=get_attr]; -"507 conv2d_51_zero_point_0" [id=507, type=get_attr]; -"508 compressed_weight_updated_constant33" [id=508, type=get_attr]; -"509 quantize_per_channel_default_44" [id=509, type=quantize_per_channel]; -"510 dequantize_per_channel_default_44" [id=510, type=dequantize_per_channel]; -"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 linear_scale_0" [id=519, type=get_attr]; -"520 linear_zero_point_0" [id=520, type=get_attr]; -"521 compressed_weight_updated_constant34" [id=521, type=get_attr]; -"522 quantize_per_channel_default_45" [id=522, type=quantize_per_channel]; -"523 dequantize_per_channel_default_45" [id=523, type=dequantize_per_channel]; -"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 linear_1_scale_0" [id=529, type=get_attr]; -"530 linear_1_zero_point_0" [id=530, type=get_attr]; -"531 compressed_weight_updated_constant35" [id=531, type=get_attr]; -"532 quantize_per_channel_default_46" [id=532, type=quantize_per_channel]; -"533 dequantize_per_channel_default_46" [id=533, type=dequantize_per_channel]; -"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, -1, -1)", style=solid]; -"39 quantize_per_tensor_default" -> "40 dequantize_per_tensor_default" [label="(1, 3, -1, -1)", style=solid]; -"40 dequantize_per_tensor_default" -> "47 conv2d" [label="(1, 3, -1, -1)", style=solid]; -"41 features_0_0_weight_bias" -> "47 conv2d" [label="(16,)", style=solid]; -"42 conv2d_scale_0" -> "45 quantize_per_channel_default" [label="(16,)", style=solid]; -"42 conv2d_scale_0" -> "46 dequantize_per_channel_default" [label="(16,)", style=solid]; -"43 conv2d_zero_point_0" -> "45 quantize_per_channel_default" [label="(16,)", style=solid]; -"43 conv2d_zero_point_0" -> "46 dequantize_per_channel_default" [label="(16,)", style=solid]; -"44 compressed_weight_updated_constant0" -> "45 quantize_per_channel_default" [label="(16, 3, 3, 3)", style=solid]; -"45 quantize_per_channel_default" -> "46 dequantize_per_channel_default" [label="(16, 3, 3, 3)", style=solid]; -"46 dequantize_per_channel_default" -> "47 conv2d" [label="(16, 3, 3, 3)", style=solid]; -"47 conv2d" -> "50 hardswish_" [label="(1, 16, -1, -1)", 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, -1, -1)", style=solid]; -"51 quantize_per_channel_default_1" -> "52 dequantize_per_channel_default_1" [label="(1, 16, -1, -1)", style=solid]; -"52 dequantize_per_channel_default_1" -> "59 conv2d_1" [label="(1, 16, -1, -1)", style=solid]; -"53 features_1_block_0_0_weight_bias" -> "59 conv2d_1" [label="(16,)", style=solid]; -"54 conv2d_1_scale_0" -> "57 quantize_per_channel_default_2" [label="(16,)", style=solid]; -"54 conv2d_1_scale_0" -> "58 dequantize_per_channel_default_2" [label="(16,)", style=solid]; -"55 conv2d_1_zero_point_0" -> "57 quantize_per_channel_default_2" [label="(16,)", style=solid]; -"55 conv2d_1_zero_point_0" -> "58 dequantize_per_channel_default_2" [label="(16,)", style=solid]; -"56 compressed_weight_updated_constant1" -> "57 quantize_per_channel_default_2" [label="(16, 1, 3, 3)", style=solid]; -"57 quantize_per_channel_default_2" -> "58 dequantize_per_channel_default_2" [label="(16, 1, 3, 3)", style=solid]; -"58 dequantize_per_channel_default_2" -> "59 conv2d_1" [label="(16, 1, 3, 3)", style=solid]; -"59 conv2d_1" -> "60 relu_" [label="(1, 16, -1, -1)", style=solid]; -"60 relu_" -> "61 quantize_per_tensor_default_1" [label="(1, 16, -1, -1)", style=solid]; -"61 quantize_per_tensor_default_1" -> "62 dequantize_per_tensor_default_2" [label="(1, 16, -1, -1)", style=solid]; -"61 quantize_per_tensor_default_1" -> "63 dequantize_per_tensor_default_1" [label="(1, 16, -1, -1)", style=solid]; -"62 dequantize_per_tensor_default_2" -> "71 mul" [label="(1, 16, -1, -1)", style=solid]; -"63 dequantize_per_tensor_default_1" -> "64 adaptive_avg_pool2d" [label="(1, 16, -1, -1)", 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, -1, -1)", style=solid]; -"72 quantize_per_tensor_default_3" -> "73 dequantize_per_tensor_default_4" [label="(1, 16, -1, -1)", style=solid]; -"73 dequantize_per_tensor_default_4" -> "80 conv2d_4" [label="(1, 16, -1, -1)", style=solid]; -"74 features_1_block_2_0_weight_bias" -> "80 conv2d_4" [label="(16,)", style=solid]; -"75 conv2d_4_scale_0" -> "78 quantize_per_channel_default_3" [label="(16,)", style=solid]; -"75 conv2d_4_scale_0" -> "79 dequantize_per_channel_default_3" [label="(16,)", style=solid]; -"76 conv2d_4_zero_point_0" -> "78 quantize_per_channel_default_3" [label="(16,)", style=solid]; -"76 conv2d_4_zero_point_0" -> "79 dequantize_per_channel_default_3" [label="(16,)", style=solid]; -"77 compressed_weight_updated_constant2" -> "78 quantize_per_channel_default_3" [label="(16, 16, 1, 1)", style=solid]; -"78 quantize_per_channel_default_3" -> "79 dequantize_per_channel_default_3" [label="(16, 16, 1, 1)", style=solid]; -"79 dequantize_per_channel_default_3" -> "80 conv2d_4" [label="(16, 16, 1, 1)", style=solid]; -"80 conv2d_4" -> "81 quantize_per_tensor_default_4" [label="(1, 16, -1, -1)", style=solid]; -"81 quantize_per_tensor_default_4" -> "82 dequantize_per_tensor_default_5" [label="(1, 16, -1, -1)", style=solid]; -"82 dequantize_per_tensor_default_5" -> "89 conv2d_5" [label="(1, 16, -1, -1)", style=solid]; -"83 features_2_block_0_0_weight_bias" -> "89 conv2d_5" [label="(72,)", style=solid]; -"84 conv2d_5_scale_0" -> "87 quantize_per_channel_default_4" [label="(72,)", style=solid]; -"84 conv2d_5_scale_0" -> "88 dequantize_per_channel_default_4" [label="(72,)", style=solid]; -"85 conv2d_5_zero_point_0" -> "87 quantize_per_channel_default_4" [label="(72,)", style=solid]; -"85 conv2d_5_zero_point_0" -> "88 dequantize_per_channel_default_4" [label="(72,)", style=solid]; -"86 compressed_weight_updated_constant3" -> "87 quantize_per_channel_default_4" [label="(72, 16, 1, 1)", style=solid]; -"87 quantize_per_channel_default_4" -> "88 dequantize_per_channel_default_4" [label="(72, 16, 1, 1)", style=solid]; -"88 dequantize_per_channel_default_4" -> "89 conv2d_5" [label="(72, 16, 1, 1)", style=solid]; -"89 conv2d_5" -> "92 relu__1" [label="(1, 72, -1, -1)", 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, -1, -1)", style=solid]; -"93 quantize_per_channel_default_5" -> "94 dequantize_per_channel_default_5" [label="(1, 72, -1, -1)", style=solid]; -"94 dequantize_per_channel_default_5" -> "101 conv2d_6" [label="(1, 72, -1, -1)", style=solid]; -"95 features_2_block_1_0_weight_bias" -> "101 conv2d_6" [label="(72,)", style=solid]; -"96 conv2d_6_scale_0" -> "99 quantize_per_channel_default_6" [label="(72,)", style=solid]; -"96 conv2d_6_scale_0" -> "100 dequantize_per_channel_default_6" [label="(72,)", style=solid]; -"97 conv2d_6_zero_point_0" -> "99 quantize_per_channel_default_6" [label="(72,)", style=solid]; -"97 conv2d_6_zero_point_0" -> "100 dequantize_per_channel_default_6" [label="(72,)", style=solid]; -"98 compressed_weight_updated_constant4" -> "99 quantize_per_channel_default_6" [label="(72, 1, 3, 3)", style=solid]; -"99 quantize_per_channel_default_6" -> "100 dequantize_per_channel_default_6" [label="(72, 1, 3, 3)", style=solid]; -"100 dequantize_per_channel_default_6" -> "101 conv2d_6" [label="(72, 1, 3, 3)", style=solid]; -"101 conv2d_6" -> "102 relu__2" [label="(1, 72, -1, -1)", style=solid]; -"102 relu__2" -> "103 quantize_per_tensor_default_5" [label="(1, 72, -1, -1)", style=solid]; -"103 quantize_per_tensor_default_5" -> "104 dequantize_per_tensor_default_6" [label="(1, 72, -1, -1)", style=solid]; -"104 dequantize_per_tensor_default_6" -> "111 conv2d_7" [label="(1, 72, -1, -1)", style=solid]; -"105 features_2_block_2_0_weight_bias" -> "111 conv2d_7" [label="(24,)", style=solid]; -"106 conv2d_7_scale_0" -> "109 quantize_per_channel_default_7" [label="(24,)", style=solid]; -"106 conv2d_7_scale_0" -> "110 dequantize_per_channel_default_7" [label="(24,)", style=solid]; -"107 conv2d_7_zero_point_0" -> "109 quantize_per_channel_default_7" [label="(24,)", style=solid]; -"107 conv2d_7_zero_point_0" -> "110 dequantize_per_channel_default_7" [label="(24,)", style=solid]; -"108 compressed_weight_updated_constant5" -> "109 quantize_per_channel_default_7" [label="(24, 72, 1, 1)", style=solid]; -"109 quantize_per_channel_default_7" -> "110 dequantize_per_channel_default_7" [label="(24, 72, 1, 1)", style=solid]; -"110 dequantize_per_channel_default_7" -> "111 conv2d_7" [label="(24, 72, 1, 1)", style=solid]; -"111 conv2d_7" -> "112 quantize_per_tensor_default_6" [label="(1, 24, -1, -1)", style=solid]; -"112 quantize_per_tensor_default_6" -> "113 dequantize_per_tensor_default_8" [label="(1, 24, -1, -1)", style=solid]; -"112 quantize_per_tensor_default_6" -> "114 dequantize_per_tensor_default_7" [label="(1, 24, -1, -1)", style=solid]; -"113 dequantize_per_tensor_default_8" -> "146 add_" [label="(1, 24, -1, -1)", style=solid]; -"114 dequantize_per_tensor_default_7" -> "121 conv2d_8" [label="(1, 24, -1, -1)", style=solid]; -"115 features_3_block_0_0_weight_bias" -> "121 conv2d_8" [label="(88,)", style=solid]; -"116 conv2d_8_scale_0" -> "119 quantize_per_channel_default_8" [label="(88,)", style=solid]; -"116 conv2d_8_scale_0" -> "120 dequantize_per_channel_default_8" [label="(88,)", style=solid]; -"117 conv2d_8_zero_point_0" -> "119 quantize_per_channel_default_8" [label="(88,)", style=solid]; -"117 conv2d_8_zero_point_0" -> "120 dequantize_per_channel_default_8" [label="(88,)", style=solid]; -"118 compressed_weight_updated_constant6" -> "119 quantize_per_channel_default_8" [label="(88, 24, 1, 1)", style=solid]; -"119 quantize_per_channel_default_8" -> "120 dequantize_per_channel_default_8" [label="(88, 24, 1, 1)", style=solid]; -"120 dequantize_per_channel_default_8" -> "121 conv2d_8" [label="(88, 24, 1, 1)", style=solid]; -"121 conv2d_8" -> "124 relu__3" [label="(1, 88, -1, -1)", 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, -1, -1)", style=solid]; -"125 quantize_per_channel_default_9" -> "126 dequantize_per_channel_default_9" [label="(1, 88, -1, -1)", style=solid]; -"126 dequantize_per_channel_default_9" -> "133 conv2d_9" [label="(1, 88, -1, -1)", style=solid]; -"127 features_3_block_1_0_weight_bias" -> "133 conv2d_9" [label="(88,)", style=solid]; -"128 conv2d_9_scale_0" -> "131 quantize_per_channel_default_10" [label="(88,)", style=solid]; -"128 conv2d_9_scale_0" -> "132 dequantize_per_channel_default_10" [label="(88,)", style=solid]; -"129 conv2d_9_zero_point_0" -> "131 quantize_per_channel_default_10" [label="(88,)", style=solid]; -"129 conv2d_9_zero_point_0" -> "132 dequantize_per_channel_default_10" [label="(88,)", style=solid]; -"130 compressed_weight_updated_constant7" -> "131 quantize_per_channel_default_10" [label="(88, 1, 3, 3)", style=solid]; -"131 quantize_per_channel_default_10" -> "132 dequantize_per_channel_default_10" [label="(88, 1, 3, 3)", style=solid]; -"132 dequantize_per_channel_default_10" -> "133 conv2d_9" [label="(88, 1, 3, 3)", style=solid]; -"133 conv2d_9" -> "134 relu__4" [label="(1, 88, -1, -1)", style=solid]; -"134 relu__4" -> "135 quantize_per_tensor_default_7" [label="(1, 88, -1, -1)", style=solid]; -"135 quantize_per_tensor_default_7" -> "136 dequantize_per_tensor_default_9" [label="(1, 88, -1, -1)", style=solid]; -"136 dequantize_per_tensor_default_9" -> "143 conv2d_10" [label="(1, 88, -1, -1)", style=solid]; -"137 features_3_block_2_0_weight_bias" -> "143 conv2d_10" [label="(24,)", style=solid]; -"138 conv2d_10_scale_0" -> "141 quantize_per_channel_default_11" [label="(24,)", style=solid]; -"138 conv2d_10_scale_0" -> "142 dequantize_per_channel_default_11" [label="(24,)", style=solid]; -"139 conv2d_10_zero_point_0" -> "141 quantize_per_channel_default_11" [label="(24,)", style=solid]; -"139 conv2d_10_zero_point_0" -> "142 dequantize_per_channel_default_11" [label="(24,)", style=solid]; -"140 compressed_weight_updated_constant8" -> "141 quantize_per_channel_default_11" [label="(24, 88, 1, 1)", style=solid]; -"141 quantize_per_channel_default_11" -> "142 dequantize_per_channel_default_11" [label="(24, 88, 1, 1)", style=solid]; -"142 dequantize_per_channel_default_11" -> "143 conv2d_10" [label="(24, 88, 1, 1)", style=solid]; -"143 conv2d_10" -> "144 quantize_per_tensor_default_8" [label="(1, 24, -1, -1)", style=solid]; -"144 quantize_per_tensor_default_8" -> "145 dequantize_per_tensor_default_10" [label="(1, 24, -1, -1)", style=solid]; -"145 dequantize_per_tensor_default_10" -> "146 add_" [label="(1, 24, -1, -1)", style=solid]; -"146 add_" -> "147 quantize_per_tensor_default_9" [label="(1, 24, -1, -1)", style=solid]; -"147 quantize_per_tensor_default_9" -> "148 dequantize_per_tensor_default_11" [label="(1, 24, -1, -1)", style=solid]; -"148 dequantize_per_tensor_default_11" -> "155 conv2d_11" [label="(1, 24, -1, -1)", style=solid]; -"149 features_4_block_0_0_weight_bias" -> "155 conv2d_11" [label="(96,)", style=solid]; -"150 conv2d_11_scale_0" -> "153 quantize_per_channel_default_12" [label="(96,)", style=solid]; -"150 conv2d_11_scale_0" -> "154 dequantize_per_channel_default_12" [label="(96,)", style=solid]; -"151 conv2d_11_zero_point_0" -> "153 quantize_per_channel_default_12" [label="(96,)", style=solid]; -"151 conv2d_11_zero_point_0" -> "154 dequantize_per_channel_default_12" [label="(96,)", style=solid]; -"152 compressed_weight_updated_constant9" -> "153 quantize_per_channel_default_12" [label="(96, 24, 1, 1)", style=solid]; -"153 quantize_per_channel_default_12" -> "154 dequantize_per_channel_default_12" [label="(96, 24, 1, 1)", style=solid]; -"154 dequantize_per_channel_default_12" -> "155 conv2d_11" [label="(96, 24, 1, 1)", style=solid]; -"155 conv2d_11" -> "158 hardswish__1" [label="(1, 96, -1, -1)", 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, -1, -1)", style=solid]; -"159 quantize_per_channel_default_13" -> "160 dequantize_per_channel_default_13" [label="(1, 96, -1, -1)", style=solid]; -"160 dequantize_per_channel_default_13" -> "167 conv2d_12" [label="(1, 96, -1, -1)", style=solid]; -"161 features_4_block_1_0_weight_bias" -> "167 conv2d_12" [label="(96,)", style=solid]; -"162 conv2d_12_scale_0" -> "165 quantize_per_channel_default_14" [label="(96,)", style=solid]; -"162 conv2d_12_scale_0" -> "166 dequantize_per_channel_default_14" [label="(96,)", style=solid]; -"163 conv2d_12_zero_point_0" -> "165 quantize_per_channel_default_14" [label="(96,)", style=solid]; -"163 conv2d_12_zero_point_0" -> "166 dequantize_per_channel_default_14" [label="(96,)", style=solid]; -"164 compressed_weight_updated_constant10" -> "165 quantize_per_channel_default_14" [label="(96, 1, 5, 5)", style=solid]; -"165 quantize_per_channel_default_14" -> "166 dequantize_per_channel_default_14" [label="(96, 1, 5, 5)", style=solid]; -"166 dequantize_per_channel_default_14" -> "167 conv2d_12" [label="(96, 1, 5, 5)", style=solid]; -"167 conv2d_12" -> "168 hardswish__2" [label="(1, 96, -1, -1)", style=solid]; -"168 hardswish__2" -> "169 quantize_per_tensor_default_10" [label="(1, 96, -1, -1)", style=solid]; -"169 quantize_per_tensor_default_10" -> "170 dequantize_per_tensor_default_13" [label="(1, 96, -1, -1)", style=solid]; -"169 quantize_per_tensor_default_10" -> "171 dequantize_per_tensor_default_12" [label="(1, 96, -1, -1)", style=solid]; -"170 dequantize_per_tensor_default_13" -> "179 mul_1" [label="(1, 96, -1, -1)", style=solid]; -"171 dequantize_per_tensor_default_12" -> "172 adaptive_avg_pool2d_1" [label="(1, 96, -1, -1)", 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, -1, -1)", style=solid]; -"180 quantize_per_tensor_default_12" -> "181 dequantize_per_tensor_default_15" [label="(1, 96, -1, -1)", style=solid]; -"181 dequantize_per_tensor_default_15" -> "188 conv2d_15" [label="(1, 96, -1, -1)", style=solid]; -"182 features_4_block_3_0_weight_bias" -> "188 conv2d_15" [label="(40,)", style=solid]; -"183 conv2d_15_scale_0" -> "186 quantize_per_channel_default_15" [label="(40,)", style=solid]; -"183 conv2d_15_scale_0" -> "187 dequantize_per_channel_default_15" [label="(40,)", style=solid]; -"184 conv2d_15_zero_point_0" -> "186 quantize_per_channel_default_15" [label="(40,)", style=solid]; -"184 conv2d_15_zero_point_0" -> "187 dequantize_per_channel_default_15" [label="(40,)", style=solid]; -"185 compressed_weight_updated_constant11" -> "186 quantize_per_channel_default_15" [label="(40, 96, 1, 1)", style=solid]; -"186 quantize_per_channel_default_15" -> "187 dequantize_per_channel_default_15" [label="(40, 96, 1, 1)", style=solid]; -"187 dequantize_per_channel_default_15" -> "188 conv2d_15" [label="(40, 96, 1, 1)", style=solid]; -"188 conv2d_15" -> "189 quantize_per_tensor_default_13" [label="(1, 40, -1, -1)", style=solid]; -"189 quantize_per_tensor_default_13" -> "190 dequantize_per_tensor_default_17" [label="(1, 40, -1, -1)", style=solid]; -"189 quantize_per_tensor_default_13" -> "191 dequantize_per_tensor_default_16" [label="(1, 40, -1, -1)", style=solid]; -"190 dequantize_per_tensor_default_17" -> "234 add__1" [label="(1, 40, -1, -1)", style=solid]; -"191 dequantize_per_tensor_default_16" -> "198 conv2d_16" [label="(1, 40, -1, -1)", style=solid]; -"192 features_5_block_0_0_weight_bias" -> "198 conv2d_16" [label="(240,)", style=solid]; -"193 conv2d_16_scale_0" -> "196 quantize_per_channel_default_16" [label="(240,)", style=solid]; -"193 conv2d_16_scale_0" -> "197 dequantize_per_channel_default_16" [label="(240,)", style=solid]; -"194 conv2d_16_zero_point_0" -> "196 quantize_per_channel_default_16" [label="(240,)", style=solid]; -"194 conv2d_16_zero_point_0" -> "197 dequantize_per_channel_default_16" [label="(240,)", style=solid]; -"195 compressed_weight_updated_constant12" -> "196 quantize_per_channel_default_16" [label="(240, 40, 1, 1)", style=solid]; -"196 quantize_per_channel_default_16" -> "197 dequantize_per_channel_default_16" [label="(240, 40, 1, 1)", style=solid]; -"197 dequantize_per_channel_default_16" -> "198 conv2d_16" [label="(240, 40, 1, 1)", style=solid]; -"198 conv2d_16" -> "201 hardswish__3" [label="(1, 240, -1, -1)", 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, -1, -1)", style=solid]; -"202 quantize_per_channel_default_17" -> "203 dequantize_per_channel_default_17" [label="(1, 240, -1, -1)", style=solid]; -"203 dequantize_per_channel_default_17" -> "210 conv2d_17" [label="(1, 240, -1, -1)", style=solid]; -"204 features_5_block_1_0_weight_bias" -> "210 conv2d_17" [label="(240,)", style=solid]; -"205 conv2d_17_scale_0" -> "208 quantize_per_channel_default_18" [label="(240,)", style=solid]; -"205 conv2d_17_scale_0" -> "209 dequantize_per_channel_default_18" [label="(240,)", style=solid]; -"206 conv2d_17_zero_point_0" -> "208 quantize_per_channel_default_18" [label="(240,)", style=solid]; -"206 conv2d_17_zero_point_0" -> "209 dequantize_per_channel_default_18" [label="(240,)", style=solid]; -"207 compressed_weight_updated_constant13" -> "208 quantize_per_channel_default_18" [label="(240, 1, 5, 5)", style=solid]; -"208 quantize_per_channel_default_18" -> "209 dequantize_per_channel_default_18" [label="(240, 1, 5, 5)", style=solid]; -"209 dequantize_per_channel_default_18" -> "210 conv2d_17" [label="(240, 1, 5, 5)", style=solid]; -"210 conv2d_17" -> "211 hardswish__4" [label="(1, 240, -1, -1)", style=solid]; -"211 hardswish__4" -> "212 quantize_per_tensor_default_14" [label="(1, 240, -1, -1)", style=solid]; -"212 quantize_per_tensor_default_14" -> "213 dequantize_per_tensor_default_19" [label="(1, 240, -1, -1)", style=solid]; -"212 quantize_per_tensor_default_14" -> "214 dequantize_per_tensor_default_18" [label="(1, 240, -1, -1)", style=solid]; -"213 dequantize_per_tensor_default_19" -> "222 mul_2" [label="(1, 240, -1, -1)", style=solid]; -"214 dequantize_per_tensor_default_18" -> "215 adaptive_avg_pool2d_2" [label="(1, 240, -1, -1)", 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, -1, -1)", style=solid]; -"223 quantize_per_tensor_default_16" -> "224 dequantize_per_tensor_default_21" [label="(1, 240, -1, -1)", style=solid]; -"224 dequantize_per_tensor_default_21" -> "231 conv2d_20" [label="(1, 240, -1, -1)", style=solid]; -"225 features_5_block_3_0_weight_bias" -> "231 conv2d_20" [label="(40,)", style=solid]; -"226 conv2d_20_scale_0" -> "229 quantize_per_channel_default_19" [label="(40,)", style=solid]; -"226 conv2d_20_scale_0" -> "230 dequantize_per_channel_default_19" [label="(40,)", style=solid]; -"227 conv2d_20_zero_point_0" -> "229 quantize_per_channel_default_19" [label="(40,)", style=solid]; -"227 conv2d_20_zero_point_0" -> "230 dequantize_per_channel_default_19" [label="(40,)", style=solid]; -"228 compressed_weight_updated_constant14" -> "229 quantize_per_channel_default_19" [label="(40, 240, 1, 1)", style=solid]; -"229 quantize_per_channel_default_19" -> "230 dequantize_per_channel_default_19" [label="(40, 240, 1, 1)", style=solid]; -"230 dequantize_per_channel_default_19" -> "231 conv2d_20" [label="(40, 240, 1, 1)", style=solid]; -"231 conv2d_20" -> "232 quantize_per_tensor_default_17" [label="(1, 40, -1, -1)", style=solid]; -"232 quantize_per_tensor_default_17" -> "233 dequantize_per_tensor_default_22" [label="(1, 40, -1, -1)", style=solid]; -"233 dequantize_per_tensor_default_22" -> "234 add__1" [label="(1, 40, -1, -1)", style=solid]; -"234 add__1" -> "235 quantize_per_tensor_default_18" [label="(1, 40, -1, -1)", style=solid]; -"235 quantize_per_tensor_default_18" -> "236 dequantize_per_tensor_default_24" [label="(1, 40, -1, -1)", style=solid]; -"235 quantize_per_tensor_default_18" -> "237 dequantize_per_tensor_default_23" [label="(1, 40, -1, -1)", style=solid]; -"236 dequantize_per_tensor_default_24" -> "280 add__2" [label="(1, 40, -1, -1)", style=solid]; -"237 dequantize_per_tensor_default_23" -> "244 conv2d_21" [label="(1, 40, -1, -1)", style=solid]; -"238 features_6_block_0_0_weight_bias" -> "244 conv2d_21" [label="(240,)", style=solid]; -"239 conv2d_21_scale_0" -> "242 quantize_per_channel_default_20" [label="(240,)", style=solid]; -"239 conv2d_21_scale_0" -> "243 dequantize_per_channel_default_20" [label="(240,)", style=solid]; -"240 conv2d_21_zero_point_0" -> "242 quantize_per_channel_default_20" [label="(240,)", style=solid]; -"240 conv2d_21_zero_point_0" -> "243 dequantize_per_channel_default_20" [label="(240,)", style=solid]; -"241 compressed_weight_updated_constant15" -> "242 quantize_per_channel_default_20" [label="(240, 40, 1, 1)", style=solid]; -"242 quantize_per_channel_default_20" -> "243 dequantize_per_channel_default_20" [label="(240, 40, 1, 1)", style=solid]; -"243 dequantize_per_channel_default_20" -> "244 conv2d_21" [label="(240, 40, 1, 1)", style=solid]; -"244 conv2d_21" -> "247 hardswish__5" [label="(1, 240, -1, -1)", 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, -1, -1)", style=solid]; -"248 quantize_per_channel_default_21" -> "249 dequantize_per_channel_default_21" [label="(1, 240, -1, -1)", style=solid]; -"249 dequantize_per_channel_default_21" -> "256 conv2d_22" [label="(1, 240, -1, -1)", style=solid]; -"250 features_6_block_1_0_weight_bias" -> "256 conv2d_22" [label="(240,)", style=solid]; -"251 conv2d_22_scale_0" -> "254 quantize_per_channel_default_22" [label="(240,)", style=solid]; -"251 conv2d_22_scale_0" -> "255 dequantize_per_channel_default_22" [label="(240,)", style=solid]; -"252 conv2d_22_zero_point_0" -> "254 quantize_per_channel_default_22" [label="(240,)", style=solid]; -"252 conv2d_22_zero_point_0" -> "255 dequantize_per_channel_default_22" [label="(240,)", style=solid]; -"253 compressed_weight_updated_constant16" -> "254 quantize_per_channel_default_22" [label="(240, 1, 5, 5)", style=solid]; -"254 quantize_per_channel_default_22" -> "255 dequantize_per_channel_default_22" [label="(240, 1, 5, 5)", style=solid]; -"255 dequantize_per_channel_default_22" -> "256 conv2d_22" [label="(240, 1, 5, 5)", style=solid]; -"256 conv2d_22" -> "257 hardswish__6" [label="(1, 240, -1, -1)", style=solid]; -"257 hardswish__6" -> "258 quantize_per_tensor_default_19" [label="(1, 240, -1, -1)", style=solid]; -"258 quantize_per_tensor_default_19" -> "259 dequantize_per_tensor_default_26" [label="(1, 240, -1, -1)", style=solid]; -"258 quantize_per_tensor_default_19" -> "260 dequantize_per_tensor_default_25" [label="(1, 240, -1, -1)", style=solid]; -"259 dequantize_per_tensor_default_26" -> "268 mul_3" [label="(1, 240, -1, -1)", style=solid]; -"260 dequantize_per_tensor_default_25" -> "261 adaptive_avg_pool2d_3" [label="(1, 240, -1, -1)", 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, -1, -1)", style=solid]; -"269 quantize_per_tensor_default_21" -> "270 dequantize_per_tensor_default_28" [label="(1, 240, -1, -1)", style=solid]; -"270 dequantize_per_tensor_default_28" -> "277 conv2d_25" [label="(1, 240, -1, -1)", style=solid]; -"271 features_6_block_3_0_weight_bias" -> "277 conv2d_25" [label="(40,)", style=solid]; -"272 conv2d_25_scale_0" -> "275 quantize_per_channel_default_23" [label="(40,)", style=solid]; -"272 conv2d_25_scale_0" -> "276 dequantize_per_channel_default_23" [label="(40,)", style=solid]; -"273 conv2d_25_zero_point_0" -> "275 quantize_per_channel_default_23" [label="(40,)", style=solid]; -"273 conv2d_25_zero_point_0" -> "276 dequantize_per_channel_default_23" [label="(40,)", style=solid]; -"274 compressed_weight_updated_constant17" -> "275 quantize_per_channel_default_23" [label="(40, 240, 1, 1)", style=solid]; -"275 quantize_per_channel_default_23" -> "276 dequantize_per_channel_default_23" [label="(40, 240, 1, 1)", style=solid]; -"276 dequantize_per_channel_default_23" -> "277 conv2d_25" [label="(40, 240, 1, 1)", style=solid]; -"277 conv2d_25" -> "278 quantize_per_tensor_default_22" [label="(1, 40, -1, -1)", style=solid]; -"278 quantize_per_tensor_default_22" -> "279 dequantize_per_tensor_default_29" [label="(1, 40, -1, -1)", style=solid]; -"279 dequantize_per_tensor_default_29" -> "280 add__2" [label="(1, 40, -1, -1)", style=solid]; -"280 add__2" -> "281 quantize_per_tensor_default_23" [label="(1, 40, -1, -1)", style=solid]; -"281 quantize_per_tensor_default_23" -> "282 dequantize_per_tensor_default_30" [label="(1, 40, -1, -1)", style=solid]; -"282 dequantize_per_tensor_default_30" -> "289 conv2d_26" [label="(1, 40, -1, -1)", style=solid]; -"283 features_7_block_0_0_weight_bias" -> "289 conv2d_26" [label="(120,)", style=solid]; -"284 conv2d_26_scale_0" -> "287 quantize_per_channel_default_24" [label="(120,)", style=solid]; -"284 conv2d_26_scale_0" -> "288 dequantize_per_channel_default_24" [label="(120,)", style=solid]; -"285 conv2d_26_zero_point_0" -> "287 quantize_per_channel_default_24" [label="(120,)", style=solid]; -"285 conv2d_26_zero_point_0" -> "288 dequantize_per_channel_default_24" [label="(120,)", style=solid]; -"286 compressed_weight_updated_constant18" -> "287 quantize_per_channel_default_24" [label="(120, 40, 1, 1)", style=solid]; -"287 quantize_per_channel_default_24" -> "288 dequantize_per_channel_default_24" [label="(120, 40, 1, 1)", style=solid]; -"288 dequantize_per_channel_default_24" -> "289 conv2d_26" [label="(120, 40, 1, 1)", style=solid]; -"289 conv2d_26" -> "292 hardswish__7" [label="(1, 120, -1, -1)", 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, -1, -1)", style=solid]; -"293 quantize_per_channel_default_25" -> "294 dequantize_per_channel_default_25" [label="(1, 120, -1, -1)", style=solid]; -"294 dequantize_per_channel_default_25" -> "301 conv2d_27" [label="(1, 120, -1, -1)", style=solid]; -"295 features_7_block_1_0_weight_bias" -> "301 conv2d_27" [label="(120,)", style=solid]; -"296 conv2d_27_scale_0" -> "299 quantize_per_channel_default_26" [label="(120,)", style=solid]; -"296 conv2d_27_scale_0" -> "300 dequantize_per_channel_default_26" [label="(120,)", style=solid]; -"297 conv2d_27_zero_point_0" -> "299 quantize_per_channel_default_26" [label="(120,)", style=solid]; -"297 conv2d_27_zero_point_0" -> "300 dequantize_per_channel_default_26" [label="(120,)", style=solid]; -"298 compressed_weight_updated_constant19" -> "299 quantize_per_channel_default_26" [label="(120, 1, 5, 5)", style=solid]; -"299 quantize_per_channel_default_26" -> "300 dequantize_per_channel_default_26" [label="(120, 1, 5, 5)", style=solid]; -"300 dequantize_per_channel_default_26" -> "301 conv2d_27" [label="(120, 1, 5, 5)", style=solid]; -"301 conv2d_27" -> "302 hardswish__8" [label="(1, 120, -1, -1)", style=solid]; -"302 hardswish__8" -> "303 quantize_per_tensor_default_24" [label="(1, 120, -1, -1)", style=solid]; -"303 quantize_per_tensor_default_24" -> "304 dequantize_per_tensor_default_32" [label="(1, 120, -1, -1)", style=solid]; -"303 quantize_per_tensor_default_24" -> "305 dequantize_per_tensor_default_31" [label="(1, 120, -1, -1)", style=solid]; -"304 dequantize_per_tensor_default_32" -> "313 mul_4" [label="(1, 120, -1, -1)", style=solid]; -"305 dequantize_per_tensor_default_31" -> "306 adaptive_avg_pool2d_4" [label="(1, 120, -1, -1)", 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, -1, -1)", style=solid]; -"314 quantize_per_tensor_default_26" -> "315 dequantize_per_tensor_default_34" [label="(1, 120, -1, -1)", style=solid]; -"315 dequantize_per_tensor_default_34" -> "322 conv2d_30" [label="(1, 120, -1, -1)", style=solid]; -"316 features_7_block_3_0_weight_bias" -> "322 conv2d_30" [label="(48,)", style=solid]; -"317 conv2d_30_scale_0" -> "320 quantize_per_channel_default_27" [label="(48,)", style=solid]; -"317 conv2d_30_scale_0" -> "321 dequantize_per_channel_default_27" [label="(48,)", style=solid]; -"318 conv2d_30_zero_point_0" -> "320 quantize_per_channel_default_27" [label="(48,)", style=solid]; -"318 conv2d_30_zero_point_0" -> "321 dequantize_per_channel_default_27" [label="(48,)", style=solid]; -"319 compressed_weight_updated_constant20" -> "320 quantize_per_channel_default_27" [label="(48, 120, 1, 1)", style=solid]; -"320 quantize_per_channel_default_27" -> "321 dequantize_per_channel_default_27" [label="(48, 120, 1, 1)", style=solid]; -"321 dequantize_per_channel_default_27" -> "322 conv2d_30" [label="(48, 120, 1, 1)", style=solid]; -"322 conv2d_30" -> "323 quantize_per_tensor_default_27" [label="(1, 48, -1, -1)", style=solid]; -"323 quantize_per_tensor_default_27" -> "324 dequantize_per_tensor_default_36" [label="(1, 48, -1, -1)", style=solid]; -"323 quantize_per_tensor_default_27" -> "325 dequantize_per_tensor_default_35" [label="(1, 48, -1, -1)", style=solid]; -"324 dequantize_per_tensor_default_36" -> "368 add__3" [label="(1, 48, -1, -1)", style=solid]; -"325 dequantize_per_tensor_default_35" -> "332 conv2d_31" [label="(1, 48, -1, -1)", style=solid]; -"326 features_8_block_0_0_weight_bias" -> "332 conv2d_31" [label="(144,)", style=solid]; -"327 conv2d_31_scale_0" -> "330 quantize_per_channel_default_28" [label="(144,)", style=solid]; -"327 conv2d_31_scale_0" -> "331 dequantize_per_channel_default_28" [label="(144,)", style=solid]; -"328 conv2d_31_zero_point_0" -> "330 quantize_per_channel_default_28" [label="(144,)", style=solid]; -"328 conv2d_31_zero_point_0" -> "331 dequantize_per_channel_default_28" [label="(144,)", style=solid]; -"329 compressed_weight_updated_constant21" -> "330 quantize_per_channel_default_28" [label="(144, 48, 1, 1)", style=solid]; -"330 quantize_per_channel_default_28" -> "331 dequantize_per_channel_default_28" [label="(144, 48, 1, 1)", style=solid]; -"331 dequantize_per_channel_default_28" -> "332 conv2d_31" [label="(144, 48, 1, 1)", style=solid]; -"332 conv2d_31" -> "335 hardswish__9" [label="(1, 144, -1, -1)", 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, -1, -1)", style=solid]; -"336 quantize_per_channel_default_29" -> "337 dequantize_per_channel_default_29" [label="(1, 144, -1, -1)", style=solid]; -"337 dequantize_per_channel_default_29" -> "344 conv2d_32" [label="(1, 144, -1, -1)", style=solid]; -"338 features_8_block_1_0_weight_bias" -> "344 conv2d_32" [label="(144,)", style=solid]; -"339 conv2d_32_scale_0" -> "342 quantize_per_channel_default_30" [label="(144,)", style=solid]; -"339 conv2d_32_scale_0" -> "343 dequantize_per_channel_default_30" [label="(144,)", style=solid]; -"340 conv2d_32_zero_point_0" -> "342 quantize_per_channel_default_30" [label="(144,)", style=solid]; -"340 conv2d_32_zero_point_0" -> "343 dequantize_per_channel_default_30" [label="(144,)", style=solid]; -"341 compressed_weight_updated_constant22" -> "342 quantize_per_channel_default_30" [label="(144, 1, 5, 5)", style=solid]; -"342 quantize_per_channel_default_30" -> "343 dequantize_per_channel_default_30" [label="(144, 1, 5, 5)", style=solid]; -"343 dequantize_per_channel_default_30" -> "344 conv2d_32" [label="(144, 1, 5, 5)", style=solid]; -"344 conv2d_32" -> "345 hardswish__10" [label="(1, 144, -1, -1)", style=solid]; -"345 hardswish__10" -> "346 quantize_per_tensor_default_28" [label="(1, 144, -1, -1)", style=solid]; -"346 quantize_per_tensor_default_28" -> "347 dequantize_per_tensor_default_38" [label="(1, 144, -1, -1)", style=solid]; -"346 quantize_per_tensor_default_28" -> "348 dequantize_per_tensor_default_37" [label="(1, 144, -1, -1)", style=solid]; -"347 dequantize_per_tensor_default_38" -> "356 mul_5" [label="(1, 144, -1, -1)", style=solid]; -"348 dequantize_per_tensor_default_37" -> "349 adaptive_avg_pool2d_5" [label="(1, 144, -1, -1)", 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, -1, -1)", style=solid]; -"357 quantize_per_tensor_default_30" -> "358 dequantize_per_tensor_default_40" [label="(1, 144, -1, -1)", style=solid]; -"358 dequantize_per_tensor_default_40" -> "365 conv2d_35" [label="(1, 144, -1, -1)", style=solid]; -"359 features_8_block_3_0_weight_bias" -> "365 conv2d_35" [label="(48,)", style=solid]; -"360 conv2d_35_scale_0" -> "363 quantize_per_channel_default_31" [label="(48,)", style=solid]; -"360 conv2d_35_scale_0" -> "364 dequantize_per_channel_default_31" [label="(48,)", style=solid]; -"361 conv2d_35_zero_point_0" -> "363 quantize_per_channel_default_31" [label="(48,)", style=solid]; -"361 conv2d_35_zero_point_0" -> "364 dequantize_per_channel_default_31" [label="(48,)", style=solid]; -"362 compressed_weight_updated_constant23" -> "363 quantize_per_channel_default_31" [label="(48, 144, 1, 1)", style=solid]; -"363 quantize_per_channel_default_31" -> "364 dequantize_per_channel_default_31" [label="(48, 144, 1, 1)", style=solid]; -"364 dequantize_per_channel_default_31" -> "365 conv2d_35" [label="(48, 144, 1, 1)", style=solid]; -"365 conv2d_35" -> "366 quantize_per_tensor_default_31" [label="(1, 48, -1, -1)", style=solid]; -"366 quantize_per_tensor_default_31" -> "367 dequantize_per_tensor_default_41" [label="(1, 48, -1, -1)", style=solid]; -"367 dequantize_per_tensor_default_41" -> "368 add__3" [label="(1, 48, -1, -1)", style=solid]; -"368 add__3" -> "369 quantize_per_tensor_default_32" [label="(1, 48, -1, -1)", style=solid]; -"369 quantize_per_tensor_default_32" -> "370 dequantize_per_tensor_default_42" [label="(1, 48, -1, -1)", style=solid]; -"370 dequantize_per_tensor_default_42" -> "377 conv2d_36" [label="(1, 48, -1, -1)", style=solid]; -"371 features_9_block_0_0_weight_bias" -> "377 conv2d_36" [label="(288,)", style=solid]; -"372 conv2d_36_scale_0" -> "375 quantize_per_channel_default_32" [label="(288,)", style=solid]; -"372 conv2d_36_scale_0" -> "376 dequantize_per_channel_default_32" [label="(288,)", style=solid]; -"373 conv2d_36_zero_point_0" -> "375 quantize_per_channel_default_32" [label="(288,)", style=solid]; -"373 conv2d_36_zero_point_0" -> "376 dequantize_per_channel_default_32" [label="(288,)", style=solid]; -"374 compressed_weight_updated_constant24" -> "375 quantize_per_channel_default_32" [label="(288, 48, 1, 1)", style=solid]; -"375 quantize_per_channel_default_32" -> "376 dequantize_per_channel_default_32" [label="(288, 48, 1, 1)", style=solid]; -"376 dequantize_per_channel_default_32" -> "377 conv2d_36" [label="(288, 48, 1, 1)", style=solid]; -"377 conv2d_36" -> "380 hardswish__11" [label="(1, 288, -1, -1)", 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, -1, -1)", style=solid]; -"381 quantize_per_channel_default_33" -> "382 dequantize_per_channel_default_33" [label="(1, 288, -1, -1)", style=solid]; -"382 dequantize_per_channel_default_33" -> "389 conv2d_37" [label="(1, 288, -1, -1)", style=solid]; -"383 features_9_block_1_0_weight_bias" -> "389 conv2d_37" [label="(288,)", style=solid]; -"384 conv2d_37_scale_0" -> "387 quantize_per_channel_default_34" [label="(288,)", style=solid]; -"384 conv2d_37_scale_0" -> "388 dequantize_per_channel_default_34" [label="(288,)", style=solid]; -"385 conv2d_37_zero_point_0" -> "387 quantize_per_channel_default_34" [label="(288,)", style=solid]; -"385 conv2d_37_zero_point_0" -> "388 dequantize_per_channel_default_34" [label="(288,)", style=solid]; -"386 compressed_weight_updated_constant25" -> "387 quantize_per_channel_default_34" [label="(288, 1, 5, 5)", style=solid]; -"387 quantize_per_channel_default_34" -> "388 dequantize_per_channel_default_34" [label="(288, 1, 5, 5)", style=solid]; -"388 dequantize_per_channel_default_34" -> "389 conv2d_37" [label="(288, 1, 5, 5)", style=solid]; -"389 conv2d_37" -> "390 hardswish__12" [label="(1, 288, -1, -1)", style=solid]; -"390 hardswish__12" -> "391 quantize_per_tensor_default_33" [label="(1, 288, -1, -1)", style=solid]; -"391 quantize_per_tensor_default_33" -> "392 dequantize_per_tensor_default_44" [label="(1, 288, -1, -1)", style=solid]; -"391 quantize_per_tensor_default_33" -> "393 dequantize_per_tensor_default_43" [label="(1, 288, -1, -1)", style=solid]; -"392 dequantize_per_tensor_default_44" -> "401 mul_6" [label="(1, 288, -1, -1)", style=solid]; -"393 dequantize_per_tensor_default_43" -> "394 adaptive_avg_pool2d_6" [label="(1, 288, -1, -1)", 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, -1, -1)", style=solid]; -"402 quantize_per_tensor_default_35" -> "403 dequantize_per_tensor_default_46" [label="(1, 288, -1, -1)", style=solid]; -"403 dequantize_per_tensor_default_46" -> "410 conv2d_40" [label="(1, 288, -1, -1)", style=solid]; -"404 features_9_block_3_0_weight_bias" -> "410 conv2d_40" [label="(96,)", style=solid]; -"405 conv2d_40_scale_0" -> "408 quantize_per_channel_default_35" [label="(96,)", style=solid]; -"405 conv2d_40_scale_0" -> "409 dequantize_per_channel_default_35" [label="(96,)", style=solid]; -"406 conv2d_40_zero_point_0" -> "408 quantize_per_channel_default_35" [label="(96,)", style=solid]; -"406 conv2d_40_zero_point_0" -> "409 dequantize_per_channel_default_35" [label="(96,)", style=solid]; -"407 compressed_weight_updated_constant26" -> "408 quantize_per_channel_default_35" [label="(96, 288, 1, 1)", style=solid]; -"408 quantize_per_channel_default_35" -> "409 dequantize_per_channel_default_35" [label="(96, 288, 1, 1)", style=solid]; -"409 dequantize_per_channel_default_35" -> "410 conv2d_40" [label="(96, 288, 1, 1)", style=solid]; -"410 conv2d_40" -> "411 quantize_per_tensor_default_36" [label="(1, 96, -1, -1)", style=solid]; -"411 quantize_per_tensor_default_36" -> "412 dequantize_per_tensor_default_48" [label="(1, 96, -1, -1)", style=solid]; -"411 quantize_per_tensor_default_36" -> "413 dequantize_per_tensor_default_47" [label="(1, 96, -1, -1)", style=solid]; -"412 dequantize_per_tensor_default_48" -> "456 add__4" [label="(1, 96, -1, -1)", style=solid]; -"413 dequantize_per_tensor_default_47" -> "420 conv2d_41" [label="(1, 96, -1, -1)", style=solid]; -"414 features_10_block_0_0_weight_bias" -> "420 conv2d_41" [label="(576,)", style=solid]; -"415 conv2d_41_scale_0" -> "418 quantize_per_channel_default_36" [label="(576,)", style=solid]; -"415 conv2d_41_scale_0" -> "419 dequantize_per_channel_default_36" [label="(576,)", style=solid]; -"416 conv2d_41_zero_point_0" -> "418 quantize_per_channel_default_36" [label="(576,)", style=solid]; -"416 conv2d_41_zero_point_0" -> "419 dequantize_per_channel_default_36" [label="(576,)", style=solid]; -"417 compressed_weight_updated_constant27" -> "418 quantize_per_channel_default_36" [label="(576, 96, 1, 1)", style=solid]; -"418 quantize_per_channel_default_36" -> "419 dequantize_per_channel_default_36" [label="(576, 96, 1, 1)", style=solid]; -"419 dequantize_per_channel_default_36" -> "420 conv2d_41" [label="(576, 96, 1, 1)", style=solid]; -"420 conv2d_41" -> "423 hardswish__13" [label="(1, 576, -1, -1)", 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, -1, -1)", style=solid]; -"424 quantize_per_channel_default_37" -> "425 dequantize_per_channel_default_37" [label="(1, 576, -1, -1)", style=solid]; -"425 dequantize_per_channel_default_37" -> "432 conv2d_42" [label="(1, 576, -1, -1)", style=solid]; -"426 features_10_block_1_0_weight_bias" -> "432 conv2d_42" [label="(576,)", style=solid]; -"427 conv2d_42_scale_0" -> "430 quantize_per_channel_default_38" [label="(576,)", style=solid]; -"427 conv2d_42_scale_0" -> "431 dequantize_per_channel_default_38" [label="(576,)", style=solid]; -"428 conv2d_42_zero_point_0" -> "430 quantize_per_channel_default_38" [label="(576,)", style=solid]; -"428 conv2d_42_zero_point_0" -> "431 dequantize_per_channel_default_38" [label="(576,)", style=solid]; -"429 compressed_weight_updated_constant28" -> "430 quantize_per_channel_default_38" [label="(576, 1, 5, 5)", style=solid]; -"430 quantize_per_channel_default_38" -> "431 dequantize_per_channel_default_38" [label="(576, 1, 5, 5)", style=solid]; -"431 dequantize_per_channel_default_38" -> "432 conv2d_42" [label="(576, 1, 5, 5)", style=solid]; -"432 conv2d_42" -> "433 hardswish__14" [label="(1, 576, -1, -1)", style=solid]; -"433 hardswish__14" -> "434 quantize_per_tensor_default_37" [label="(1, 576, -1, -1)", style=solid]; -"434 quantize_per_tensor_default_37" -> "435 dequantize_per_tensor_default_50" [label="(1, 576, -1, -1)", style=solid]; -"434 quantize_per_tensor_default_37" -> "436 dequantize_per_tensor_default_49" [label="(1, 576, -1, -1)", style=solid]; -"435 dequantize_per_tensor_default_50" -> "444 mul_7" [label="(1, 576, -1, -1)", style=solid]; -"436 dequantize_per_tensor_default_49" -> "437 adaptive_avg_pool2d_7" [label="(1, 576, -1, -1)", 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, -1, -1)", style=solid]; -"445 quantize_per_tensor_default_39" -> "446 dequantize_per_tensor_default_52" [label="(1, 576, -1, -1)", style=solid]; -"446 dequantize_per_tensor_default_52" -> "453 conv2d_45" [label="(1, 576, -1, -1)", style=solid]; -"447 features_10_block_3_0_weight_bias" -> "453 conv2d_45" [label="(96,)", style=solid]; -"448 conv2d_45_scale_0" -> "451 quantize_per_channel_default_39" [label="(96,)", style=solid]; -"448 conv2d_45_scale_0" -> "452 dequantize_per_channel_default_39" [label="(96,)", style=solid]; -"449 conv2d_45_zero_point_0" -> "451 quantize_per_channel_default_39" [label="(96,)", style=solid]; -"449 conv2d_45_zero_point_0" -> "452 dequantize_per_channel_default_39" [label="(96,)", style=solid]; -"450 compressed_weight_updated_constant29" -> "451 quantize_per_channel_default_39" [label="(96, 576, 1, 1)", style=solid]; -"451 quantize_per_channel_default_39" -> "452 dequantize_per_channel_default_39" [label="(96, 576, 1, 1)", style=solid]; -"452 dequantize_per_channel_default_39" -> "453 conv2d_45" [label="(96, 576, 1, 1)", style=solid]; -"453 conv2d_45" -> "454 quantize_per_tensor_default_40" [label="(1, 96, -1, -1)", style=solid]; -"454 quantize_per_tensor_default_40" -> "455 dequantize_per_tensor_default_53" [label="(1, 96, -1, -1)", style=solid]; -"455 dequantize_per_tensor_default_53" -> "456 add__4" [label="(1, 96, -1, -1)", style=solid]; -"456 add__4" -> "457 quantize_per_tensor_default_41" [label="(1, 96, -1, -1)", style=solid]; -"457 quantize_per_tensor_default_41" -> "458 dequantize_per_tensor_default_55" [label="(1, 96, -1, -1)", style=solid]; -"457 quantize_per_tensor_default_41" -> "459 dequantize_per_tensor_default_54" [label="(1, 96, -1, -1)", style=solid]; -"458 dequantize_per_tensor_default_55" -> "502 add__5" [label="(1, 96, -1, -1)", style=solid]; -"459 dequantize_per_tensor_default_54" -> "466 conv2d_46" [label="(1, 96, -1, -1)", style=solid]; -"460 features_11_block_0_0_weight_bias" -> "466 conv2d_46" [label="(576,)", style=solid]; -"461 conv2d_46_scale_0" -> "464 quantize_per_channel_default_40" [label="(576,)", style=solid]; -"461 conv2d_46_scale_0" -> "465 dequantize_per_channel_default_40" [label="(576,)", style=solid]; -"462 conv2d_46_zero_point_0" -> "464 quantize_per_channel_default_40" [label="(576,)", style=solid]; -"462 conv2d_46_zero_point_0" -> "465 dequantize_per_channel_default_40" [label="(576,)", style=solid]; -"463 compressed_weight_updated_constant30" -> "464 quantize_per_channel_default_40" [label="(576, 96, 1, 1)", style=solid]; -"464 quantize_per_channel_default_40" -> "465 dequantize_per_channel_default_40" [label="(576, 96, 1, 1)", style=solid]; -"465 dequantize_per_channel_default_40" -> "466 conv2d_46" [label="(576, 96, 1, 1)", style=solid]; -"466 conv2d_46" -> "469 hardswish__15" [label="(1, 576, -1, -1)", 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, -1, -1)", style=solid]; -"470 quantize_per_channel_default_41" -> "471 dequantize_per_channel_default_41" [label="(1, 576, -1, -1)", style=solid]; -"471 dequantize_per_channel_default_41" -> "478 conv2d_47" [label="(1, 576, -1, -1)", style=solid]; -"472 features_11_block_1_0_weight_bias" -> "478 conv2d_47" [label="(576,)", style=solid]; -"473 conv2d_47_scale_0" -> "476 quantize_per_channel_default_42" [label="(576,)", style=solid]; -"473 conv2d_47_scale_0" -> "477 dequantize_per_channel_default_42" [label="(576,)", style=solid]; -"474 conv2d_47_zero_point_0" -> "476 quantize_per_channel_default_42" [label="(576,)", style=solid]; -"474 conv2d_47_zero_point_0" -> "477 dequantize_per_channel_default_42" [label="(576,)", style=solid]; -"475 compressed_weight_updated_constant31" -> "476 quantize_per_channel_default_42" [label="(576, 1, 5, 5)", style=solid]; -"476 quantize_per_channel_default_42" -> "477 dequantize_per_channel_default_42" [label="(576, 1, 5, 5)", style=solid]; -"477 dequantize_per_channel_default_42" -> "478 conv2d_47" [label="(576, 1, 5, 5)", style=solid]; -"478 conv2d_47" -> "479 hardswish__16" [label="(1, 576, -1, -1)", style=solid]; -"479 hardswish__16" -> "480 quantize_per_tensor_default_42" [label="(1, 576, -1, -1)", style=solid]; -"480 quantize_per_tensor_default_42" -> "481 dequantize_per_tensor_default_57" [label="(1, 576, -1, -1)", style=solid]; -"480 quantize_per_tensor_default_42" -> "482 dequantize_per_tensor_default_56" [label="(1, 576, -1, -1)", style=solid]; -"481 dequantize_per_tensor_default_57" -> "490 mul_8" [label="(1, 576, -1, -1)", style=solid]; -"482 dequantize_per_tensor_default_56" -> "483 adaptive_avg_pool2d_8" [label="(1, 576, -1, -1)", 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, -1, -1)", style=solid]; -"491 quantize_per_tensor_default_44" -> "492 dequantize_per_tensor_default_59" [label="(1, 576, -1, -1)", style=solid]; -"492 dequantize_per_tensor_default_59" -> "499 conv2d_50" [label="(1, 576, -1, -1)", style=solid]; -"493 features_11_block_3_0_weight_bias" -> "499 conv2d_50" [label="(96,)", style=solid]; -"494 conv2d_50_scale_0" -> "497 quantize_per_channel_default_43" [label="(96,)", style=solid]; -"494 conv2d_50_scale_0" -> "498 dequantize_per_channel_default_43" [label="(96,)", style=solid]; -"495 conv2d_50_zero_point_0" -> "497 quantize_per_channel_default_43" [label="(96,)", style=solid]; -"495 conv2d_50_zero_point_0" -> "498 dequantize_per_channel_default_43" [label="(96,)", style=solid]; -"496 compressed_weight_updated_constant32" -> "497 quantize_per_channel_default_43" [label="(96, 576, 1, 1)", style=solid]; -"497 quantize_per_channel_default_43" -> "498 dequantize_per_channel_default_43" [label="(96, 576, 1, 1)", style=solid]; -"498 dequantize_per_channel_default_43" -> "499 conv2d_50" [label="(96, 576, 1, 1)", style=solid]; -"499 conv2d_50" -> "500 quantize_per_tensor_default_45" [label="(1, 96, -1, -1)", style=solid]; -"500 quantize_per_tensor_default_45" -> "501 dequantize_per_tensor_default_60" [label="(1, 96, -1, -1)", style=solid]; -"501 dequantize_per_tensor_default_60" -> "502 add__5" [label="(1, 96, -1, -1)", style=solid]; -"502 add__5" -> "503 quantize_per_tensor_default_46" [label="(1, 96, -1, -1)", style=solid]; -"503 quantize_per_tensor_default_46" -> "504 dequantize_per_tensor_default_61" [label="(1, 96, -1, -1)", style=solid]; -"504 dequantize_per_tensor_default_61" -> "511 conv2d_51" [label="(1, 96, -1, -1)", style=solid]; -"505 features_12_0_weight_bias" -> "511 conv2d_51" [label="(576,)", style=solid]; -"506 conv2d_51_scale_0" -> "509 quantize_per_channel_default_44" [label="(576,)", style=solid]; -"506 conv2d_51_scale_0" -> "510 dequantize_per_channel_default_44" [label="(576,)", style=solid]; -"507 conv2d_51_zero_point_0" -> "509 quantize_per_channel_default_44" [label="(576,)", style=solid]; -"507 conv2d_51_zero_point_0" -> "510 dequantize_per_channel_default_44" [label="(576,)", style=solid]; -"508 compressed_weight_updated_constant33" -> "509 quantize_per_channel_default_44" [label="(576, 96, 1, 1)", style=solid]; -"509 quantize_per_channel_default_44" -> "510 dequantize_per_channel_default_44" [label="(576, 96, 1, 1)", style=solid]; -"510 dequantize_per_channel_default_44" -> "511 conv2d_51" [label="(576, 96, 1, 1)", style=solid]; -"511 conv2d_51" -> "512 hardswish__17" [label="(1, 576, -1, -1)", style=solid]; -"512 hardswish__17" -> "513 quantize_per_tensor_default_47" [label="(1, 576, -1, -1)", style=solid]; -"513 quantize_per_tensor_default_47" -> "514 dequantize_per_tensor_default_62" [label="(1, 576, -1, -1)", style=solid]; 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-"522 quantize_per_channel_default_45" -> "523 dequantize_per_channel_default_45" [label="(1024, 576)", style=solid]; -"523 dequantize_per_channel_default_45" -> "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 linear_1_scale_0" -> "532 quantize_per_channel_default_46" [label="(1000,)", style=solid]; -"529 linear_1_scale_0" -> "533 dequantize_per_channel_default_46" [label="(1000,)", style=solid]; -"530 linear_1_zero_point_0" -> "532 quantize_per_channel_default_46" [label="(1000,)", style=solid]; -"530 linear_1_zero_point_0" -> "533 dequantize_per_channel_default_46" [label="(1000,)", style=solid]; -"531 compressed_weight_updated_constant35" -> "532 quantize_per_channel_default_46" [label="(1000, 1024)", style=solid]; -"532 quantize_per_channel_default_46" -> "533 dequantize_per_channel_default_46" [label="(1000, 1024)", style=solid]; -"533 dequantize_per_channel_default_46" -> "534 linear_1" [label="(1000, 1024)", style=solid]; -"534 linear_1" -> "535 output" [label="(1, 1000)", style=solid]; +"60 relu_" [id=60, type="relu_"]; +"61 quantize_per_tensor_default_1" [id=61, type="quantize_per_tensor"]; +"62 dequantize_per_tensor_default_1" [id=62, type="dequantize_per_tensor"]; +"63 adaptive_avg_pool2d" [id=63, type="adaptive_avg_pool2d"]; +"64 conv2d_2" [id=64, type=conv2d]; +"65 relu" [id=65, type=relu]; +"66 conv2d_3" [id=66, type=conv2d]; +"67 hardsigmoid" [id=67, type=hardsigmoid]; +"68 quantize_per_tensor_default_2" [id=68, type="quantize_per_tensor"]; +"69 dequantize_per_tensor_default_2" [id=69, type="dequantize_per_tensor"]; +"70 mul" [id=70, type=mul]; +"71 quantize_per_tensor_default_3" [id=71, type="quantize_per_tensor"]; 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+"105 conv2d_7_scale_0" [id=105, type="get_attr"]; +"106 conv2d_7_zero_point_0" [id=106, type="get_attr"]; +"107 compressed_weight_updated_constant5" [id=107, type="get_attr"]; +"108 quantize_per_channel_default_7" [id=108, type="quantize_per_channel"]; +"109 dequantize_per_channel_default_7" [id=109, type="dequantize_per_channel"]; +"110 conv2d_7" [id=110, type=conv2d]; +"111 quantize_per_tensor_default_6" [id=111, type="quantize_per_tensor"]; +"112 dequantize_per_tensor_default_6" [id=112, type="dequantize_per_tensor"]; +"113 features_3_block_0_0_weight_bias" [id=113, type="get_attr"]; +"114 conv2d_8_scale_0" [id=114, type="get_attr"]; +"115 conv2d_8_zero_point_0" [id=115, type="get_attr"]; +"116 compressed_weight_updated_constant6" [id=116, type="get_attr"]; +"117 quantize_per_channel_default_8" [id=117, type="quantize_per_channel"]; +"118 dequantize_per_channel_default_8" [id=118, type="dequantize_per_channel"]; +"119 conv2d_8" [id=119, type=conv2d]; +"120 relu__3_scale_0" [id=120, type="get_attr"]; 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+"444 quantize_per_tensor_default_41" -> "445 dequantize_per_tensor_default_41" [style=solid, label="(1, 96, -1, -1)"]; +"445 dequantize_per_tensor_default_41" -> "452 conv2d_46" [style=solid, label="(1, 96, -1, -1)"]; +"445 dequantize_per_tensor_default_41" -> "487 add__5" [style=solid, label="(1, 96, -1, -1)"]; +"446 features_11_block_0_0_weight_bias" -> "452 conv2d_46" [style=solid, label="(576,)"]; +"447 conv2d_46_scale_0" -> "450 quantize_per_channel_default_40" [style=solid, label="(576,)"]; +"447 conv2d_46_scale_0" -> "451 dequantize_per_channel_default_40" [style=solid, label="(576,)"]; +"448 conv2d_46_zero_point_0" -> "450 quantize_per_channel_default_40" [style=solid, label="(576,)"]; +"448 conv2d_46_zero_point_0" -> "451 dequantize_per_channel_default_40" [style=solid, label="(576,)"]; +"449 compressed_weight_updated_constant30" -> "450 quantize_per_channel_default_40" [style=solid, label="(576, 96, 1, 1)"]; +"450 quantize_per_channel_default_40" -> "451 dequantize_per_channel_default_40" [style=solid, label="(576, 96, 1, 1)"]; +"451 dequantize_per_channel_default_40" -> "452 conv2d_46" [style=solid, label="(576, 96, 1, 1)"]; +"452 conv2d_46" -> "455 hardswish__15" [style=solid, label="(1, 576, -1, -1)"]; +"453 hardswish__15_scale_0" -> "456 quantize_per_channel_default_41" [style=solid, label="(576,)"]; +"453 hardswish__15_scale_0" -> "457 dequantize_per_channel_default_41" [style=solid, label="(576,)"]; +"454 hardswish__15_zero_point_0" -> "456 quantize_per_channel_default_41" [style=solid, label="(576,)"]; +"454 hardswish__15_zero_point_0" -> "457 dequantize_per_channel_default_41" [style=solid, label="(576,)"]; +"455 hardswish__15" -> "456 quantize_per_channel_default_41" [style=solid, label="(1, 576, -1, -1)"]; +"456 quantize_per_channel_default_41" -> "457 dequantize_per_channel_default_41" [style=solid, label="(1, 576, -1, -1)"]; +"457 dequantize_per_channel_default_41" -> "464 conv2d_47" [style=solid, label="(1, 576, -1, -1)"]; +"458 features_11_block_1_0_weight_bias" -> "464 conv2d_47" [style=solid, label="(576,)"]; +"459 conv2d_47_scale_0" -> "462 quantize_per_channel_default_42" [style=solid, label="(576,)"]; +"459 conv2d_47_scale_0" -> "463 dequantize_per_channel_default_42" [style=solid, label="(576,)"]; +"460 conv2d_47_zero_point_0" -> "462 quantize_per_channel_default_42" [style=solid, label="(576,)"]; +"460 conv2d_47_zero_point_0" -> "463 dequantize_per_channel_default_42" [style=solid, label="(576,)"]; +"461 compressed_weight_updated_constant31" -> "462 quantize_per_channel_default_42" [style=solid, label="(576, 1, 5, 5)"]; +"462 quantize_per_channel_default_42" -> "463 dequantize_per_channel_default_42" [style=solid, label="(576, 1, 5, 5)"]; +"463 dequantize_per_channel_default_42" -> "464 conv2d_47" [style=solid, label="(576, 1, 5, 5)"]; +"464 conv2d_47" -> "465 hardswish__16" [style=solid, label="(1, 576, -1, -1)"]; +"465 hardswish__16" -> "466 quantize_per_tensor_default_42" [style=solid, label="(1, 576, -1, -1)"]; +"466 quantize_per_tensor_default_42" -> "467 dequantize_per_tensor_default_42" [style=solid, label="(1, 576, -1, -1)"]; +"467 dequantize_per_tensor_default_42" -> "468 adaptive_avg_pool2d_8" [style=solid, label="(1, 576, -1, -1)"]; +"467 dequantize_per_tensor_default_42" -> "475 mul_8" [style=solid, label="(1, 576, -1, -1)"]; +"468 adaptive_avg_pool2d_8" -> "469 conv2d_48" [style=solid, label="(1, 576, 1, 1)"]; +"469 conv2d_48" -> "470 relu_8" [style=solid, label="(1, 144, 1, 1)"]; +"470 relu_8" -> "471 conv2d_49" [style=solid, label="(1, 144, 1, 1)"]; +"471 conv2d_49" -> "472 hardsigmoid_8" [style=solid, label="(1, 576, 1, 1)"]; +"472 hardsigmoid_8" -> "473 quantize_per_tensor_default_43" [style=solid, label="(1, 576, 1, 1)"]; +"473 quantize_per_tensor_default_43" -> "474 dequantize_per_tensor_default_43" [style=solid, label="(1, 576, 1, 1)"]; +"474 dequantize_per_tensor_default_43" -> "475 mul_8" [style=solid, label="(1, 576, 1, 1)"]; +"475 mul_8" -> "476 quantize_per_tensor_default_44" [style=solid, label="(1, 576, -1, -1)"]; +"476 quantize_per_tensor_default_44" -> "477 dequantize_per_tensor_default_44" [style=solid, label="(1, 576, -1, -1)"]; +"477 dequantize_per_tensor_default_44" -> "484 conv2d_50" [style=solid, label="(1, 576, -1, -1)"]; +"478 features_11_block_3_0_weight_bias" -> "484 conv2d_50" [style=solid, label="(96,)"]; +"479 conv2d_50_scale_0" -> "482 quantize_per_channel_default_43" [style=solid, label="(96,)"]; +"479 conv2d_50_scale_0" -> "483 dequantize_per_channel_default_43" [style=solid, label="(96,)"]; +"480 conv2d_50_zero_point_0" -> "482 quantize_per_channel_default_43" [style=solid, label="(96,)"]; +"480 conv2d_50_zero_point_0" -> "483 dequantize_per_channel_default_43" [style=solid, label="(96,)"]; +"481 compressed_weight_updated_constant32" -> "482 quantize_per_channel_default_43" [style=solid, label="(96, 576, 1, 1)"]; +"482 quantize_per_channel_default_43" -> "483 dequantize_per_channel_default_43" [style=solid, label="(96, 576, 1, 1)"]; +"483 dequantize_per_channel_default_43" -> "484 conv2d_50" [style=solid, label="(96, 576, 1, 1)"]; +"484 conv2d_50" -> "485 quantize_per_tensor_default_45" [style=solid, label="(1, 96, -1, -1)"]; +"485 quantize_per_tensor_default_45" -> "486 dequantize_per_tensor_default_45" [style=solid, label="(1, 96, -1, -1)"]; +"486 dequantize_per_tensor_default_45" -> "487 add__5" [style=solid, label="(1, 96, -1, -1)"]; +"487 add__5" -> "488 quantize_per_tensor_default_46" [style=solid, label="(1, 96, -1, -1)"]; +"488 quantize_per_tensor_default_46" -> "489 dequantize_per_tensor_default_46" [style=solid, label="(1, 96, -1, -1)"]; +"489 dequantize_per_tensor_default_46" -> "496 conv2d_51" [style=solid, label="(1, 96, -1, -1)"]; +"490 features_12_0_weight_bias" -> "496 conv2d_51" [style=solid, label="(576,)"]; +"491 conv2d_51_scale_0" -> "494 quantize_per_channel_default_44" [style=solid, label="(576,)"]; +"491 conv2d_51_scale_0" -> "495 dequantize_per_channel_default_44" [style=solid, label="(576,)"]; +"492 conv2d_51_zero_point_0" -> "494 quantize_per_channel_default_44" [style=solid, label="(576,)"]; +"492 conv2d_51_zero_point_0" -> "495 dequantize_per_channel_default_44" [style=solid, label="(576,)"]; +"493 compressed_weight_updated_constant33" -> "494 quantize_per_channel_default_44" [style=solid, label="(576, 96, 1, 1)"]; +"494 quantize_per_channel_default_44" -> "495 dequantize_per_channel_default_44" [style=solid, label="(576, 96, 1, 1)"]; +"495 dequantize_per_channel_default_44" -> "496 conv2d_51" [style=solid, label="(576, 96, 1, 1)"]; +"496 conv2d_51" -> "497 hardswish__17" [style=solid, label="(1, 576, -1, -1)"]; +"497 hardswish__17" -> "498 quantize_per_tensor_default_47" [style=solid, label="(1, 576, -1, -1)"]; +"498 quantize_per_tensor_default_47" -> "499 dequantize_per_tensor_default_47" [style=solid, label="(1, 576, -1, -1)"]; +"499 dequantize_per_tensor_default_47" -> "500 adaptive_avg_pool2d_9" [style=solid, label="(1, 576, -1, -1)"]; +"500 adaptive_avg_pool2d_9" -> "501 quantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"501 quantize_per_tensor_default_48" -> "502 dequantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"502 dequantize_per_tensor_default_48" -> "503 flatten" [style=solid, label="(1, 576, 1, 1)"]; +"503 flatten" -> "509 linear" [style=solid, label="(1, 576)"]; +"504 linear_scale_0" -> "507 quantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"504 linear_scale_0" -> "508 dequantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"505 linear_zero_point_0" -> "507 quantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"505 linear_zero_point_0" -> "508 dequantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"506 compressed_weight_updated_constant34" -> "507 quantize_per_channel_default_45" [style=solid, label="(1024, 576)"]; +"507 quantize_per_channel_default_45" -> "508 dequantize_per_channel_default_45" [style=solid, label="(1024, 576)"]; +"508 dequantize_per_channel_default_45" -> "509 linear" [style=solid, label="(1024, 576)"]; +"509 linear" -> "510 hardswish__18" [style=solid, label="(1, 1024)"]; +"510 hardswish__18" -> "511 quantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"511 quantize_per_tensor_default_49" -> "512 dequantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"512 dequantize_per_tensor_default_49" -> "513 dropout_" [style=solid, label="(1, 1024)"]; +"513 dropout_" -> "519 linear_1" [style=solid, label="(1, 1024)"]; +"514 linear_1_scale_0" -> "517 quantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"514 linear_1_scale_0" -> "518 dequantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"515 linear_1_zero_point_0" -> "517 quantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"515 linear_1_zero_point_0" -> "518 dequantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"516 compressed_weight_updated_constant35" -> "517 quantize_per_channel_default_46" [style=solid, label="(1000, 1024)"]; +"517 quantize_per_channel_default_46" -> "518 dequantize_per_channel_default_46" [style=solid, label="(1000, 1024)"]; +"518 dequantize_per_channel_default_46" -> "519 linear_1" [style=solid, label="(1000, 1024)"]; +"519 linear_1" -> "520 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/dynamic_shapes/quantized/resnet18.dot b/tests/torch/data/reference_graphs/fx/dynamic_shapes/quantized/resnet18.dot index 25818ed0af8..0405945396d 100644 --- a/tests/torch/data/reference_graphs/fx/dynamic_shapes/quantized/resnet18.dot +++ b/tests/torch/data/reference_graphs/fx/dynamic_shapes/quantized/resnet18.dot @@ -1,539 +1,525 @@ -strict digraph { -"0 fc_bias" [id=0, type=get_attr]; +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 conv2d_scale_0" [id=5, type=get_attr]; -"6 conv2d_zero_point_0" [id=6, type=get_attr]; -"7 compressed_weight_updated_constant0" [id=7, type=get_attr]; -"8 quantize_per_channel_default" [id=8, type=quantize_per_channel]; -"9 dequantize_per_channel_default" [id=9, type=dequantize_per_channel]; +"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 conv2d_scale_0" [id=5, type="get_attr"]; +"6 conv2d_zero_point_0" [id=6, type="get_attr"]; +"7 compressed_weight_updated_constant0" [id=7, type="get_attr"]; +"8 quantize_per_channel_default" [id=8, type="quantize_per_channel"]; +"9 dequantize_per_channel_default" [id=9, type="dequantize_per_channel"]; "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 conv2d_1_scale_0" [id=16, type=get_attr]; -"17 conv2d_1_zero_point_0" [id=17, type=get_attr]; -"18 compressed_weight_updated_constant1" [id=18, type=get_attr]; -"19 quantize_per_channel_default_1" [id=19, type=quantize_per_channel]; -"20 dequantize_per_channel_default_1" [id=20, type=dequantize_per_channel]; +"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 conv2d_1_scale_0" [id=16, type="get_attr"]; +"17 conv2d_1_zero_point_0" [id=17, type="get_attr"]; +"18 compressed_weight_updated_constant1" [id=18, type="get_attr"]; +"19 quantize_per_channel_default_1" [id=19, type="quantize_per_channel"]; +"20 dequantize_per_channel_default_1" [id=20, type="dequantize_per_channel"]; "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 conv2d_2_scale_0" [id=26, type=get_attr]; -"27 conv2d_2_zero_point_0" [id=27, type=get_attr]; -"28 compressed_weight_updated_constant2" [id=28, type=get_attr]; -"29 quantize_per_channel_default_2" [id=29, type=quantize_per_channel]; -"30 dequantize_per_channel_default_2" [id=30, type=dequantize_per_channel]; +"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 conv2d_2_scale_0" [id=26, type="get_attr"]; +"27 conv2d_2_zero_point_0" [id=27, type="get_attr"]; +"28 compressed_weight_updated_constant2" [id=28, type="get_attr"]; +"29 quantize_per_channel_default_2" [id=29, type="quantize_per_channel"]; +"30 dequantize_per_channel_default_2" [id=30, type="dequantize_per_channel"]; "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 conv2d_3_scale_0" [id=40, type=get_attr]; -"41 conv2d_3_zero_point_0" [id=41, type=get_attr]; -"42 compressed_weight_updated_constant3" [id=42, type=get_attr]; -"43 quantize_per_channel_default_3" [id=43, type=quantize_per_channel]; -"44 dequantize_per_channel_default_3" [id=44, type=dequantize_per_channel]; -"45 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 conv2d_4_scale_0" [id=50, type=get_attr]; -"51 conv2d_4_zero_point_0" [id=51, type=get_attr]; -"52 compressed_weight_updated_constant4" [id=52, type=get_attr]; -"53 quantize_per_channel_default_4" [id=53, type=quantize_per_channel]; -"54 dequantize_per_channel_default_4" [id=54, type=dequantize_per_channel]; -"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 conv2d_5_scale_0" [id=64, type=get_attr]; -"65 conv2d_5_zero_point_0" [id=65, type=get_attr]; -"66 compressed_weight_updated_constant5" [id=66, type=get_attr]; -"67 quantize_per_channel_default_5" [id=67, type=quantize_per_channel]; -"68 dequantize_per_channel_default_5" [id=68, type=dequantize_per_channel]; -"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 conv2d_6_scale_0" [id=74, type=get_attr]; -"75 conv2d_6_zero_point_0" [id=75, type=get_attr]; -"76 compressed_weight_updated_constant6" [id=76, type=get_attr]; -"77 quantize_per_channel_default_6" [id=77, type=quantize_per_channel]; -"78 dequantize_per_channel_default_6" [id=78, type=dequantize_per_channel]; -"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 conv2d_7_scale_0" [id=83, type=get_attr]; -"84 conv2d_7_zero_point_0" [id=84, type=get_attr]; -"85 compressed_weight_updated_constant7" [id=85, type=get_attr]; -"86 quantize_per_channel_default_7" [id=86, type=quantize_per_channel]; -"87 dequantize_per_channel_default_7" [id=87, type=dequantize_per_channel]; -"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 conv2d_8_scale_0" [id=97, type=get_attr]; -"98 conv2d_8_zero_point_0" [id=98, type=get_attr]; -"99 compressed_weight_updated_constant8" [id=99, type=get_attr]; -"100 quantize_per_channel_default_8" [id=100, type=quantize_per_channel]; -"101 dequantize_per_channel_default_8" [id=101, type=dequantize_per_channel]; -"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 conv2d_9_scale_0" [id=107, type=get_attr]; -"108 conv2d_9_zero_point_0" [id=108, type=get_attr]; -"109 compressed_weight_updated_constant9" [id=109, type=get_attr]; -"110 quantize_per_channel_default_9" [id=110, type=quantize_per_channel]; -"111 dequantize_per_channel_default_9" [id=111, type=dequantize_per_channel]; -"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 conv2d_10_scale_0" [id=121, type=get_attr]; -"122 conv2d_10_zero_point_0" [id=122, type=get_attr]; -"123 compressed_weight_updated_constant10" [id=123, type=get_attr]; -"124 quantize_per_channel_default_10" [id=124, type=quantize_per_channel]; -"125 dequantize_per_channel_default_10" [id=125, type=dequantize_per_channel]; -"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 conv2d_11_scale_0" [id=131, type=get_attr]; -"132 conv2d_11_zero_point_0" [id=132, type=get_attr]; -"133 compressed_weight_updated_constant11" [id=133, type=get_attr]; -"134 quantize_per_channel_default_11" [id=134, type=quantize_per_channel]; -"135 dequantize_per_channel_default_11" [id=135, type=dequantize_per_channel]; -"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 conv2d_12_scale_0" [id=140, type=get_attr]; -"141 conv2d_12_zero_point_0" [id=141, type=get_attr]; -"142 compressed_weight_updated_constant12" [id=142, type=get_attr]; -"143 quantize_per_channel_default_12" [id=143, type=quantize_per_channel]; -"144 dequantize_per_channel_default_12" [id=144, type=dequantize_per_channel]; -"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 conv2d_13_scale_0" [id=154, type=get_attr]; -"155 conv2d_13_zero_point_0" [id=155, type=get_attr]; -"156 compressed_weight_updated_constant13" [id=156, type=get_attr]; -"157 quantize_per_channel_default_13" [id=157, type=quantize_per_channel]; -"158 dequantize_per_channel_default_13" [id=158, type=dequantize_per_channel]; -"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 conv2d_14_scale_0" [id=164, type=get_attr]; -"165 conv2d_14_zero_point_0" [id=165, type=get_attr]; -"166 compressed_weight_updated_constant14" [id=166, type=get_attr]; -"167 quantize_per_channel_default_14" [id=167, type=quantize_per_channel]; -"168 dequantize_per_channel_default_14" [id=168, type=dequantize_per_channel]; -"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 conv2d_15_scale_0" [id=178, type=get_attr]; -"179 conv2d_15_zero_point_0" [id=179, type=get_attr]; -"180 compressed_weight_updated_constant15" [id=180, type=get_attr]; -"181 quantize_per_channel_default_15" [id=181, type=quantize_per_channel]; -"182 dequantize_per_channel_default_15" [id=182, type=dequantize_per_channel]; -"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]; -"188 conv2d_16_scale_0" [id=188, type=get_attr]; -"189 conv2d_16_zero_point_0" [id=189, type=get_attr]; -"190 compressed_weight_updated_constant16" [id=190, type=get_attr]; -"191 quantize_per_channel_default_16" [id=191, type=quantize_per_channel]; -"192 dequantize_per_channel_default_16" [id=192, type=dequantize_per_channel]; -"193 conv2d_16" [id=193, type=conv2d]; -"194 quantize_per_tensor_default_23" [id=194, type=quantize_per_tensor]; -"195 dequantize_per_tensor_default_29" [id=195, type=dequantize_per_tensor]; -"196 layer4_0_downsample_0_weight_bias" [id=196, type=get_attr]; -"197 conv2d_17_scale_0" [id=197, type=get_attr]; -"198 conv2d_17_zero_point_0" [id=198, type=get_attr]; -"199 compressed_weight_updated_constant17" [id=199, type=get_attr]; -"200 quantize_per_channel_default_17" [id=200, type=quantize_per_channel]; -"201 dequantize_per_channel_default_17" [id=201, type=dequantize_per_channel]; -"202 conv2d_17" [id=202, type=conv2d]; -"203 quantize_per_tensor_default_24" [id=203, type=quantize_per_tensor]; -"204 dequantize_per_tensor_default_30" [id=204, type=dequantize_per_tensor]; -"205 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 conv2d_18_scale_0" [id=211, type=get_attr]; -"212 conv2d_18_zero_point_0" [id=212, type=get_attr]; -"213 compressed_weight_updated_constant18" [id=213, type=get_attr]; -"214 quantize_per_channel_default_18" [id=214, type=quantize_per_channel]; -"215 dequantize_per_channel_default_18" [id=215, type=dequantize_per_channel]; -"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 conv2d_19_scale_0" [id=221, type=get_attr]; -"222 conv2d_19_zero_point_0" [id=222, type=get_attr]; -"223 compressed_weight_updated_constant19" [id=223, type=get_attr]; -"224 quantize_per_channel_default_19" [id=224, type=quantize_per_channel]; -"225 dequantize_per_channel_default_19" [id=225, type=dequantize_per_channel]; -"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 linear_scale_0" [id=237, type=get_attr]; -"238 linear_zero_point_0" [id=238, type=get_attr]; -"239 compressed_weight_updated_constant20" [id=239, type=get_attr]; -"240 quantize_per_channel_default_20" [id=240, type=quantize_per_channel]; -"241 dequantize_per_channel_default_20" [id=241, type=dequantize_per_channel]; -"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, -1, -1)", style=solid]; -"2 quantize_per_tensor_default" -> "3 dequantize_per_tensor_default" [label="(1, 3, -1, -1)", style=solid]; -"3 dequantize_per_tensor_default" -> "10 conv2d" [label="(1, 3, -1, -1)", style=solid]; -"4 conv1_weight_bias" -> "10 conv2d" [label="(64,)", style=solid]; -"5 conv2d_scale_0" -> "8 quantize_per_channel_default" [label="(64,)", style=solid]; -"5 conv2d_scale_0" -> "9 dequantize_per_channel_default" [label="(64,)", style=solid]; -"6 conv2d_zero_point_0" -> "8 quantize_per_channel_default" [label="(64,)", style=solid]; -"6 conv2d_zero_point_0" -> "9 dequantize_per_channel_default" [label="(64,)", style=solid]; -"7 compressed_weight_updated_constant0" -> "8 quantize_per_channel_default" [label="(64, 3, 7, 7)", style=solid]; -"8 quantize_per_channel_default" -> "9 dequantize_per_channel_default" [label="(64, 3, 7, 7)", style=solid]; -"9 dequantize_per_channel_default" -> "10 conv2d" [label="(64, 3, 7, 7)", style=solid]; -"10 conv2d" -> "11 relu_" [label="(1, 64, -1, -1)", style=solid]; -"11 relu_" -> "12 quantize_per_tensor_default_1" [label="(1, 64, -1, -1)", style=solid]; -"12 quantize_per_tensor_default_1" -> "13 dequantize_per_tensor_default_1" [label="(1, 64, -1, -1)", style=solid]; -"13 dequantize_per_tensor_default_1" -> "14 max_pool2d" [label="(1, 64, -1, -1)", style=solid]; -"14 max_pool2d" -> "21 conv2d_1" [label="(1, 64, -1, -1)", style=solid]; -"14 max_pool2d" -> "34 add_" [label="(1, 64, -1, -1)", style=solid]; -"15 layer1_0_conv1_weight_bias" -> "21 conv2d_1" [label="(64,)", style=solid]; -"16 conv2d_1_scale_0" -> "19 quantize_per_channel_default_1" [label="(64,)", style=solid]; -"16 conv2d_1_scale_0" -> "20 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"17 conv2d_1_zero_point_0" -> "19 quantize_per_channel_default_1" [label="(64,)", style=solid]; -"17 conv2d_1_zero_point_0" -> "20 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"18 compressed_weight_updated_constant1" -> "19 quantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"19 quantize_per_channel_default_1" -> "20 dequantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"20 dequantize_per_channel_default_1" -> "21 conv2d_1" [label="(64, 64, 3, 3)", style=solid]; -"21 conv2d_1" -> "22 relu__1" [label="(1, 64, -1, -1)", style=solid]; -"22 relu__1" -> "23 quantize_per_tensor_default_2" [label="(1, 64, -1, -1)", style=solid]; -"23 quantize_per_tensor_default_2" -> "24 dequantize_per_tensor_default_2" [label="(1, 64, -1, -1)", style=solid]; -"24 dequantize_per_tensor_default_2" -> "31 conv2d_2" [label="(1, 64, -1, -1)", style=solid]; -"25 layer1_0_conv2_weight_bias" -> "31 conv2d_2" [label="(64,)", style=solid]; -"26 conv2d_2_scale_0" -> "29 quantize_per_channel_default_2" [label="(64,)", style=solid]; -"26 conv2d_2_scale_0" -> "30 dequantize_per_channel_default_2" [label="(64,)", style=solid]; -"27 conv2d_2_zero_point_0" -> "29 quantize_per_channel_default_2" [label="(64,)", style=solid]; -"27 conv2d_2_zero_point_0" -> "30 dequantize_per_channel_default_2" [label="(64,)", style=solid]; -"28 compressed_weight_updated_constant2" -> "29 quantize_per_channel_default_2" [label="(64, 64, 3, 3)", style=solid]; -"29 quantize_per_channel_default_2" -> "30 dequantize_per_channel_default_2" [label="(64, 64, 3, 3)", style=solid]; -"30 dequantize_per_channel_default_2" -> "31 conv2d_2" [label="(64, 64, 3, 3)", style=solid]; -"31 conv2d_2" -> "32 quantize_per_tensor_default_3" [label="(1, 64, -1, -1)", style=solid]; -"32 quantize_per_tensor_default_3" -> "33 dequantize_per_tensor_default_3" [label="(1, 64, -1, -1)", style=solid]; -"33 dequantize_per_tensor_default_3" -> "34 add_" [label="(1, 64, -1, -1)", style=solid]; -"34 add_" -> "35 relu__2" [label="(1, 64, -1, -1)", style=solid]; -"35 relu__2" -> "36 quantize_per_tensor_default_4" [label="(1, 64, -1, -1)", style=solid]; -"36 quantize_per_tensor_default_4" -> "37 dequantize_per_tensor_default_5" [label="(1, 64, -1, -1)", style=solid]; -"36 quantize_per_tensor_default_4" -> "38 dequantize_per_tensor_default_4" [label="(1, 64, -1, -1)", style=solid]; -"37 dequantize_per_tensor_default_5" -> "58 add__1" [label="(1, 64, -1, -1)", style=solid]; -"38 dequantize_per_tensor_default_4" -> "45 conv2d_3" [label="(1, 64, -1, -1)", style=solid]; -"39 layer1_1_conv1_weight_bias" -> "45 conv2d_3" [label="(64,)", style=solid]; -"40 conv2d_3_scale_0" -> "43 quantize_per_channel_default_3" [label="(64,)", style=solid]; -"40 conv2d_3_scale_0" -> "44 dequantize_per_channel_default_3" [label="(64,)", style=solid]; -"41 conv2d_3_zero_point_0" -> "43 quantize_per_channel_default_3" [label="(64,)", style=solid]; -"41 conv2d_3_zero_point_0" -> "44 dequantize_per_channel_default_3" [label="(64,)", style=solid]; -"42 compressed_weight_updated_constant3" -> "43 quantize_per_channel_default_3" [label="(64, 64, 3, 3)", style=solid]; -"43 quantize_per_channel_default_3" -> "44 dequantize_per_channel_default_3" [label="(64, 64, 3, 3)", style=solid]; -"44 dequantize_per_channel_default_3" -> "45 conv2d_3" [label="(64, 64, 3, 3)", style=solid]; -"45 conv2d_3" -> "46 relu__3" [label="(1, 64, -1, -1)", style=solid]; -"46 relu__3" -> "47 quantize_per_tensor_default_5" [label="(1, 64, -1, -1)", style=solid]; -"47 quantize_per_tensor_default_5" -> "48 dequantize_per_tensor_default_6" [label="(1, 64, -1, -1)", style=solid]; -"48 dequantize_per_tensor_default_6" -> "55 conv2d_4" [label="(1, 64, -1, -1)", style=solid]; -"49 layer1_1_conv2_weight_bias" -> "55 conv2d_4" [label="(64,)", style=solid]; -"50 conv2d_4_scale_0" -> "53 quantize_per_channel_default_4" [label="(64,)", style=solid]; -"50 conv2d_4_scale_0" -> "54 dequantize_per_channel_default_4" [label="(64,)", style=solid]; -"51 conv2d_4_zero_point_0" -> "53 quantize_per_channel_default_4" [label="(64,)", style=solid]; -"51 conv2d_4_zero_point_0" -> "54 dequantize_per_channel_default_4" [label="(64,)", style=solid]; -"52 compressed_weight_updated_constant4" -> "53 quantize_per_channel_default_4" [label="(64, 64, 3, 3)", style=solid]; -"53 quantize_per_channel_default_4" -> "54 dequantize_per_channel_default_4" [label="(64, 64, 3, 3)", style=solid]; -"54 dequantize_per_channel_default_4" -> "55 conv2d_4" [label="(64, 64, 3, 3)", style=solid]; -"55 conv2d_4" -> "56 quantize_per_tensor_default_6" [label="(1, 64, -1, -1)", style=solid]; -"56 quantize_per_tensor_default_6" -> "57 dequantize_per_tensor_default_7" [label="(1, 64, -1, -1)", style=solid]; -"57 dequantize_per_tensor_default_7" -> "58 add__1" [label="(1, 64, -1, -1)", style=solid]; -"58 add__1" -> "59 relu__4" [label="(1, 64, -1, -1)", style=solid]; -"59 relu__4" -> "60 quantize_per_tensor_default_7" [label="(1, 64, -1, -1)", style=solid]; -"60 quantize_per_tensor_default_7" -> "61 dequantize_per_tensor_default_9" [label="(1, 64, -1, -1)", style=solid]; -"60 quantize_per_tensor_default_7" -> "62 dequantize_per_tensor_default_8" [label="(1, 64, -1, -1)", style=solid]; -"61 dequantize_per_tensor_default_9" -> "88 conv2d_7" [label="(1, 64, -1, -1)", style=solid]; -"62 dequantize_per_tensor_default_8" -> "69 conv2d_5" [label="(1, 64, -1, -1)", style=solid]; -"63 layer2_0_conv1_weight_bias" -> "69 conv2d_5" [label="(128,)", style=solid]; -"64 conv2d_5_scale_0" -> "67 quantize_per_channel_default_5" [label="(128,)", style=solid]; -"64 conv2d_5_scale_0" -> "68 dequantize_per_channel_default_5" [label="(128,)", style=solid]; -"65 conv2d_5_zero_point_0" -> "67 quantize_per_channel_default_5" [label="(128,)", style=solid]; -"65 conv2d_5_zero_point_0" -> "68 dequantize_per_channel_default_5" [label="(128,)", style=solid]; -"66 compressed_weight_updated_constant5" -> "67 quantize_per_channel_default_5" [label="(128, 64, 3, 3)", style=solid]; -"67 quantize_per_channel_default_5" -> "68 dequantize_per_channel_default_5" [label="(128, 64, 3, 3)", style=solid]; -"68 dequantize_per_channel_default_5" -> "69 conv2d_5" [label="(128, 64, 3, 3)", style=solid]; -"69 conv2d_5" -> "70 relu__5" [label="(1, 128, -1, -1)", style=solid]; -"70 relu__5" -> "71 quantize_per_tensor_default_8" [label="(1, 128, -1, -1)", style=solid]; -"71 quantize_per_tensor_default_8" -> "72 dequantize_per_tensor_default_10" [label="(1, 128, -1, -1)", style=solid]; -"72 dequantize_per_tensor_default_10" -> "79 conv2d_6" [label="(1, 128, -1, -1)", style=solid]; -"73 layer2_0_conv2_weight_bias" -> "79 conv2d_6" [label="(128,)", style=solid]; -"74 conv2d_6_scale_0" -> "77 quantize_per_channel_default_6" [label="(128,)", style=solid]; -"74 conv2d_6_scale_0" -> "78 dequantize_per_channel_default_6" [label="(128,)", style=solid]; -"75 conv2d_6_zero_point_0" -> "77 quantize_per_channel_default_6" [label="(128,)", style=solid]; -"75 conv2d_6_zero_point_0" -> "78 dequantize_per_channel_default_6" [label="(128,)", style=solid]; -"76 compressed_weight_updated_constant6" -> "77 quantize_per_channel_default_6" [label="(128, 128, 3, 3)", style=solid]; -"77 quantize_per_channel_default_6" -> "78 dequantize_per_channel_default_6" [label="(128, 128, 3, 3)", style=solid]; -"78 dequantize_per_channel_default_6" -> "79 conv2d_6" [label="(128, 128, 3, 3)", style=solid]; -"79 conv2d_6" -> "80 quantize_per_tensor_default_9" [label="(1, 128, -1, -1)", style=solid]; -"80 quantize_per_tensor_default_9" -> "81 dequantize_per_tensor_default_11" [label="(1, 128, -1, -1)", style=solid]; -"81 dequantize_per_tensor_default_11" -> "91 add__2" [label="(1, 128, -1, -1)", style=solid]; -"82 layer2_0_downsample_0_weight_bias" -> "88 conv2d_7" [label="(128,)", style=solid]; -"83 conv2d_7_scale_0" -> "86 quantize_per_channel_default_7" [label="(128,)", style=solid]; -"83 conv2d_7_scale_0" -> "87 dequantize_per_channel_default_7" [label="(128,)", style=solid]; -"84 conv2d_7_zero_point_0" -> "86 quantize_per_channel_default_7" [label="(128,)", style=solid]; -"84 conv2d_7_zero_point_0" -> "87 dequantize_per_channel_default_7" [label="(128,)", style=solid]; -"85 compressed_weight_updated_constant7" -> "86 quantize_per_channel_default_7" [label="(128, 64, 1, 1)", style=solid]; -"86 quantize_per_channel_default_7" -> "87 dequantize_per_channel_default_7" [label="(128, 64, 1, 1)", style=solid]; -"87 dequantize_per_channel_default_7" -> "88 conv2d_7" [label="(128, 64, 1, 1)", style=solid]; -"88 conv2d_7" -> "89 quantize_per_tensor_default_10" [label="(1, 128, -1, -1)", style=solid]; -"89 quantize_per_tensor_default_10" -> "90 dequantize_per_tensor_default_12" [label="(1, 128, -1, -1)", style=solid]; -"90 dequantize_per_tensor_default_12" -> "91 add__2" [label="(1, 128, -1, -1)", style=solid]; -"91 add__2" -> "92 relu__6" [label="(1, 128, -1, -1)", style=solid]; -"92 relu__6" -> "93 quantize_per_tensor_default_11" [label="(1, 128, -1, -1)", style=solid]; -"93 quantize_per_tensor_default_11" -> "94 dequantize_per_tensor_default_14" [label="(1, 128, -1, -1)", style=solid]; -"93 quantize_per_tensor_default_11" -> "95 dequantize_per_tensor_default_13" [label="(1, 128, -1, -1)", style=solid]; -"94 dequantize_per_tensor_default_14" -> "115 add__3" [label="(1, 128, -1, -1)", style=solid]; -"95 dequantize_per_tensor_default_13" -> "102 conv2d_8" [label="(1, 128, -1, -1)", style=solid]; -"96 layer2_1_conv1_weight_bias" -> "102 conv2d_8" [label="(128,)", style=solid]; -"97 conv2d_8_scale_0" -> "100 quantize_per_channel_default_8" [label="(128,)", style=solid]; -"97 conv2d_8_scale_0" -> "101 dequantize_per_channel_default_8" [label="(128,)", style=solid]; -"98 conv2d_8_zero_point_0" -> "100 quantize_per_channel_default_8" [label="(128,)", style=solid]; -"98 conv2d_8_zero_point_0" -> "101 dequantize_per_channel_default_8" [label="(128,)", style=solid]; -"99 compressed_weight_updated_constant8" -> "100 quantize_per_channel_default_8" [label="(128, 128, 3, 3)", style=solid]; -"100 quantize_per_channel_default_8" -> "101 dequantize_per_channel_default_8" [label="(128, 128, 3, 3)", style=solid]; -"101 dequantize_per_channel_default_8" -> "102 conv2d_8" [label="(128, 128, 3, 3)", style=solid]; -"102 conv2d_8" -> "103 relu__7" [label="(1, 128, -1, -1)", style=solid]; -"103 relu__7" -> "104 quantize_per_tensor_default_12" [label="(1, 128, -1, -1)", style=solid]; -"104 quantize_per_tensor_default_12" -> "105 dequantize_per_tensor_default_15" [label="(1, 128, -1, -1)", style=solid]; -"105 dequantize_per_tensor_default_15" -> "112 conv2d_9" [label="(1, 128, -1, -1)", style=solid]; -"106 layer2_1_conv2_weight_bias" -> "112 conv2d_9" [label="(128,)", style=solid]; -"107 conv2d_9_scale_0" -> "110 quantize_per_channel_default_9" [label="(128,)", style=solid]; -"107 conv2d_9_scale_0" -> "111 dequantize_per_channel_default_9" [label="(128,)", style=solid]; -"108 conv2d_9_zero_point_0" -> "110 quantize_per_channel_default_9" [label="(128,)", style=solid]; -"108 conv2d_9_zero_point_0" -> "111 dequantize_per_channel_default_9" [label="(128,)", style=solid]; -"109 compressed_weight_updated_constant9" -> "110 quantize_per_channel_default_9" [label="(128, 128, 3, 3)", style=solid]; -"110 quantize_per_channel_default_9" -> "111 dequantize_per_channel_default_9" [label="(128, 128, 3, 3)", style=solid]; -"111 dequantize_per_channel_default_9" -> "112 conv2d_9" [label="(128, 128, 3, 3)", style=solid]; -"112 conv2d_9" -> "113 quantize_per_tensor_default_13" [label="(1, 128, -1, -1)", style=solid]; -"113 quantize_per_tensor_default_13" -> "114 dequantize_per_tensor_default_16" [label="(1, 128, -1, -1)", style=solid]; -"114 dequantize_per_tensor_default_16" -> "115 add__3" [label="(1, 128, -1, -1)", style=solid]; -"115 add__3" -> "116 relu__8" [label="(1, 128, -1, -1)", style=solid]; -"116 relu__8" -> "117 quantize_per_tensor_default_14" [label="(1, 128, -1, -1)", style=solid]; -"117 quantize_per_tensor_default_14" -> "118 dequantize_per_tensor_default_18" [label="(1, 128, -1, -1)", style=solid]; -"117 quantize_per_tensor_default_14" -> "119 dequantize_per_tensor_default_17" [label="(1, 128, -1, -1)", style=solid]; -"118 dequantize_per_tensor_default_18" -> "145 conv2d_12" [label="(1, 128, -1, -1)", style=solid]; -"119 dequantize_per_tensor_default_17" -> "126 conv2d_10" [label="(1, 128, -1, -1)", style=solid]; -"120 layer3_0_conv1_weight_bias" -> "126 conv2d_10" [label="(256,)", style=solid]; -"121 conv2d_10_scale_0" -> "124 quantize_per_channel_default_10" [label="(256,)", style=solid]; -"121 conv2d_10_scale_0" -> "125 dequantize_per_channel_default_10" [label="(256,)", style=solid]; -"122 conv2d_10_zero_point_0" -> "124 quantize_per_channel_default_10" [label="(256,)", style=solid]; -"122 conv2d_10_zero_point_0" -> "125 dequantize_per_channel_default_10" [label="(256,)", style=solid]; -"123 compressed_weight_updated_constant10" -> "124 quantize_per_channel_default_10" [label="(256, 128, 3, 3)", style=solid]; -"124 quantize_per_channel_default_10" -> "125 dequantize_per_channel_default_10" [label="(256, 128, 3, 3)", style=solid]; -"125 dequantize_per_channel_default_10" -> "126 conv2d_10" [label="(256, 128, 3, 3)", style=solid]; -"126 conv2d_10" -> "127 relu__9" [label="(1, 256, -1, -1)", style=solid]; -"127 relu__9" -> "128 quantize_per_tensor_default_15" [label="(1, 256, -1, -1)", style=solid]; -"128 quantize_per_tensor_default_15" -> "129 dequantize_per_tensor_default_19" [label="(1, 256, -1, -1)", style=solid]; -"129 dequantize_per_tensor_default_19" -> "136 conv2d_11" [label="(1, 256, -1, -1)", style=solid]; -"130 layer3_0_conv2_weight_bias" -> "136 conv2d_11" [label="(256,)", style=solid]; -"131 conv2d_11_scale_0" -> "134 quantize_per_channel_default_11" [label="(256,)", style=solid]; -"131 conv2d_11_scale_0" -> "135 dequantize_per_channel_default_11" [label="(256,)", style=solid]; -"132 conv2d_11_zero_point_0" -> "134 quantize_per_channel_default_11" [label="(256,)", style=solid]; -"132 conv2d_11_zero_point_0" -> "135 dequantize_per_channel_default_11" [label="(256,)", style=solid]; -"133 compressed_weight_updated_constant11" -> "134 quantize_per_channel_default_11" [label="(256, 256, 3, 3)", style=solid]; -"134 quantize_per_channel_default_11" -> "135 dequantize_per_channel_default_11" [label="(256, 256, 3, 3)", style=solid]; -"135 dequantize_per_channel_default_11" -> "136 conv2d_11" [label="(256, 256, 3, 3)", style=solid]; -"136 conv2d_11" -> "137 quantize_per_tensor_default_16" [label="(1, 256, -1, -1)", style=solid]; -"137 quantize_per_tensor_default_16" -> "138 dequantize_per_tensor_default_20" [label="(1, 256, -1, -1)", style=solid]; -"138 dequantize_per_tensor_default_20" -> "148 add__4" [label="(1, 256, -1, -1)", style=solid]; -"139 layer3_0_downsample_0_weight_bias" -> "145 conv2d_12" [label="(256,)", style=solid]; -"140 conv2d_12_scale_0" -> "143 quantize_per_channel_default_12" [label="(256,)", style=solid]; -"140 conv2d_12_scale_0" -> "144 dequantize_per_channel_default_12" [label="(256,)", style=solid]; -"141 conv2d_12_zero_point_0" -> "143 quantize_per_channel_default_12" [label="(256,)", style=solid]; -"141 conv2d_12_zero_point_0" -> "144 dequantize_per_channel_default_12" [label="(256,)", style=solid]; -"142 compressed_weight_updated_constant12" -> "143 quantize_per_channel_default_12" [label="(256, 128, 1, 1)", style=solid]; -"143 quantize_per_channel_default_12" -> "144 dequantize_per_channel_default_12" [label="(256, 128, 1, 1)", style=solid]; -"144 dequantize_per_channel_default_12" -> "145 conv2d_12" [label="(256, 128, 1, 1)", style=solid]; -"145 conv2d_12" -> "146 quantize_per_tensor_default_17" [label="(1, 256, -1, -1)", style=solid]; -"146 quantize_per_tensor_default_17" -> "147 dequantize_per_tensor_default_21" [label="(1, 256, -1, -1)", style=solid]; -"147 dequantize_per_tensor_default_21" -> "148 add__4" [label="(1, 256, -1, -1)", style=solid]; -"148 add__4" -> "149 relu__10" [label="(1, 256, -1, -1)", style=solid]; -"149 relu__10" -> "150 quantize_per_tensor_default_18" [label="(1, 256, -1, -1)", style=solid]; -"150 quantize_per_tensor_default_18" -> "151 dequantize_per_tensor_default_23" [label="(1, 256, -1, -1)", style=solid]; -"150 quantize_per_tensor_default_18" -> "152 dequantize_per_tensor_default_22" [label="(1, 256, -1, -1)", style=solid]; -"151 dequantize_per_tensor_default_23" -> "172 add__5" [label="(1, 256, -1, -1)", style=solid]; -"152 dequantize_per_tensor_default_22" -> "159 conv2d_13" [label="(1, 256, -1, -1)", style=solid]; -"153 layer3_1_conv1_weight_bias" -> "159 conv2d_13" [label="(256,)", style=solid]; -"154 conv2d_13_scale_0" -> "157 quantize_per_channel_default_13" [label="(256,)", style=solid]; -"154 conv2d_13_scale_0" -> "158 dequantize_per_channel_default_13" [label="(256,)", style=solid]; -"155 conv2d_13_zero_point_0" -> "157 quantize_per_channel_default_13" [label="(256,)", style=solid]; -"155 conv2d_13_zero_point_0" -> "158 dequantize_per_channel_default_13" [label="(256,)", style=solid]; -"156 compressed_weight_updated_constant13" -> "157 quantize_per_channel_default_13" [label="(256, 256, 3, 3)", style=solid]; -"157 quantize_per_channel_default_13" -> "158 dequantize_per_channel_default_13" [label="(256, 256, 3, 3)", style=solid]; -"158 dequantize_per_channel_default_13" -> "159 conv2d_13" [label="(256, 256, 3, 3)", style=solid]; -"159 conv2d_13" -> "160 relu__11" [label="(1, 256, -1, -1)", style=solid]; -"160 relu__11" -> "161 quantize_per_tensor_default_19" [label="(1, 256, -1, -1)", style=solid]; -"161 quantize_per_tensor_default_19" -> "162 dequantize_per_tensor_default_24" [label="(1, 256, -1, -1)", style=solid]; -"162 dequantize_per_tensor_default_24" -> "169 conv2d_14" [label="(1, 256, -1, -1)", style=solid]; -"163 layer3_1_conv2_weight_bias" -> "169 conv2d_14" [label="(256,)", style=solid]; -"164 conv2d_14_scale_0" -> "167 quantize_per_channel_default_14" [label="(256,)", style=solid]; -"164 conv2d_14_scale_0" -> "168 dequantize_per_channel_default_14" [label="(256,)", style=solid]; -"165 conv2d_14_zero_point_0" -> "167 quantize_per_channel_default_14" [label="(256,)", style=solid]; -"165 conv2d_14_zero_point_0" -> "168 dequantize_per_channel_default_14" [label="(256,)", style=solid]; -"166 compressed_weight_updated_constant14" -> "167 quantize_per_channel_default_14" [label="(256, 256, 3, 3)", style=solid]; -"167 quantize_per_channel_default_14" -> "168 dequantize_per_channel_default_14" [label="(256, 256, 3, 3)", style=solid]; -"168 dequantize_per_channel_default_14" -> "169 conv2d_14" [label="(256, 256, 3, 3)", style=solid]; -"169 conv2d_14" -> "170 quantize_per_tensor_default_20" [label="(1, 256, -1, -1)", style=solid]; -"170 quantize_per_tensor_default_20" -> "171 dequantize_per_tensor_default_25" [label="(1, 256, -1, -1)", style=solid]; -"171 dequantize_per_tensor_default_25" -> "172 add__5" [label="(1, 256, -1, -1)", style=solid]; -"172 add__5" -> "173 relu__12" [label="(1, 256, -1, -1)", style=solid]; -"173 relu__12" -> "174 quantize_per_tensor_default_21" [label="(1, 256, -1, -1)", style=solid]; -"174 quantize_per_tensor_default_21" -> "175 dequantize_per_tensor_default_27" [label="(1, 256, -1, -1)", style=solid]; -"174 quantize_per_tensor_default_21" -> "176 dequantize_per_tensor_default_26" [label="(1, 256, -1, -1)", style=solid]; -"175 dequantize_per_tensor_default_27" -> "202 conv2d_17" [label="(1, 256, -1, -1)", style=solid]; -"176 dequantize_per_tensor_default_26" -> "183 conv2d_15" [label="(1, 256, -1, -1)", style=solid]; -"177 layer4_0_conv1_weight_bias" -> "183 conv2d_15" [label="(512,)", style=solid]; -"178 conv2d_15_scale_0" -> "181 quantize_per_channel_default_15" [label="(512,)", style=solid]; -"178 conv2d_15_scale_0" -> "182 dequantize_per_channel_default_15" [label="(512,)", style=solid]; -"179 conv2d_15_zero_point_0" -> "181 quantize_per_channel_default_15" [label="(512,)", style=solid]; -"179 conv2d_15_zero_point_0" -> "182 dequantize_per_channel_default_15" [label="(512,)", style=solid]; -"180 compressed_weight_updated_constant15" -> "181 quantize_per_channel_default_15" [label="(512, 256, 3, 3)", style=solid]; -"181 quantize_per_channel_default_15" -> "182 dequantize_per_channel_default_15" [label="(512, 256, 3, 3)", style=solid]; -"182 dequantize_per_channel_default_15" -> "183 conv2d_15" [label="(512, 256, 3, 3)", style=solid]; -"183 conv2d_15" -> "184 relu__13" [label="(1, 512, -1, -1)", style=solid]; -"184 relu__13" -> "185 quantize_per_tensor_default_22" [label="(1, 512, -1, -1)", style=solid]; -"185 quantize_per_tensor_default_22" -> "186 dequantize_per_tensor_default_28" [label="(1, 512, -1, -1)", style=solid]; -"186 dequantize_per_tensor_default_28" -> "193 conv2d_16" [label="(1, 512, -1, -1)", style=solid]; -"187 layer4_0_conv2_weight_bias" -> "193 conv2d_16" [label="(512,)", style=solid]; -"188 conv2d_16_scale_0" -> "191 quantize_per_channel_default_16" [label="(512,)", style=solid]; -"188 conv2d_16_scale_0" -> "192 dequantize_per_channel_default_16" [label="(512,)", style=solid]; -"189 conv2d_16_zero_point_0" -> "191 quantize_per_channel_default_16" [label="(512,)", style=solid]; -"189 conv2d_16_zero_point_0" -> "192 dequantize_per_channel_default_16" [label="(512,)", style=solid]; -"190 compressed_weight_updated_constant16" -> "191 quantize_per_channel_default_16" [label="(512, 512, 3, 3)", style=solid]; -"191 quantize_per_channel_default_16" -> "192 dequantize_per_channel_default_16" [label="(512, 512, 3, 3)", style=solid]; -"192 dequantize_per_channel_default_16" -> "193 conv2d_16" [label="(512, 512, 3, 3)", style=solid]; -"193 conv2d_16" -> "194 quantize_per_tensor_default_23" [label="(1, 512, -1, -1)", style=solid]; -"194 quantize_per_tensor_default_23" -> "195 dequantize_per_tensor_default_29" [label="(1, 512, -1, -1)", style=solid]; -"195 dequantize_per_tensor_default_29" -> "205 add__6" [label="(1, 512, -1, -1)", style=solid]; -"196 layer4_0_downsample_0_weight_bias" -> "202 conv2d_17" [label="(512,)", style=solid]; -"197 conv2d_17_scale_0" -> "200 quantize_per_channel_default_17" [label="(512,)", style=solid]; -"197 conv2d_17_scale_0" -> "201 dequantize_per_channel_default_17" [label="(512,)", style=solid]; -"198 conv2d_17_zero_point_0" -> "200 quantize_per_channel_default_17" [label="(512,)", style=solid]; -"198 conv2d_17_zero_point_0" -> "201 dequantize_per_channel_default_17" [label="(512,)", style=solid]; -"199 compressed_weight_updated_constant17" -> "200 quantize_per_channel_default_17" [label="(512, 256, 1, 1)", style=solid]; -"200 quantize_per_channel_default_17" -> "201 dequantize_per_channel_default_17" [label="(512, 256, 1, 1)", style=solid]; -"201 dequantize_per_channel_default_17" -> "202 conv2d_17" [label="(512, 256, 1, 1)", style=solid]; -"202 conv2d_17" -> "203 quantize_per_tensor_default_24" [label="(1, 512, -1, -1)", style=solid]; -"203 quantize_per_tensor_default_24" -> "204 dequantize_per_tensor_default_30" [label="(1, 512, -1, -1)", style=solid]; -"204 dequantize_per_tensor_default_30" -> "205 add__6" [label="(1, 512, -1, -1)", style=solid]; -"205 add__6" -> "206 relu__14" [label="(1, 512, -1, -1)", style=solid]; -"206 relu__14" -> "207 quantize_per_tensor_default_25" [label="(1, 512, -1, -1)", style=solid]; -"207 quantize_per_tensor_default_25" -> "208 dequantize_per_tensor_default_32" [label="(1, 512, -1, -1)", style=solid]; -"207 quantize_per_tensor_default_25" -> "209 dequantize_per_tensor_default_31" [label="(1, 512, -1, -1)", style=solid]; -"208 dequantize_per_tensor_default_32" -> "229 add__7" [label="(1, 512, -1, -1)", style=solid]; -"209 dequantize_per_tensor_default_31" -> "216 conv2d_18" [label="(1, 512, -1, -1)", style=solid]; -"210 layer4_1_conv1_weight_bias" -> "216 conv2d_18" [label="(512,)", style=solid]; -"211 conv2d_18_scale_0" -> "214 quantize_per_channel_default_18" [label="(512,)", style=solid]; -"211 conv2d_18_scale_0" -> "215 dequantize_per_channel_default_18" [label="(512,)", style=solid]; -"212 conv2d_18_zero_point_0" -> "214 quantize_per_channel_default_18" [label="(512,)", style=solid]; -"212 conv2d_18_zero_point_0" -> "215 dequantize_per_channel_default_18" [label="(512,)", style=solid]; -"213 compressed_weight_updated_constant18" -> "214 quantize_per_channel_default_18" [label="(512, 512, 3, 3)", style=solid]; 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+"156 quantize_per_tensor_default_19" -> "157 dequantize_per_tensor_default_19" [style=solid, label="(1, 256, -1, -1)"]; +"157 dequantize_per_tensor_default_19" -> "164 conv2d_14" [style=solid, label="(1, 256, -1, -1)"]; +"158 layer3_1_conv2_weight_bias" -> "164 conv2d_14" [style=solid, label="(256,)"]; +"159 conv2d_14_scale_0" -> "162 quantize_per_channel_default_14" [style=solid, label="(256,)"]; +"159 conv2d_14_scale_0" -> "163 dequantize_per_channel_default_14" [style=solid, label="(256,)"]; +"160 conv2d_14_zero_point_0" -> "162 quantize_per_channel_default_14" [style=solid, label="(256,)"]; +"160 conv2d_14_zero_point_0" -> "163 dequantize_per_channel_default_14" [style=solid, label="(256,)"]; +"161 compressed_weight_updated_constant14" -> "162 quantize_per_channel_default_14" [style=solid, label="(256, 256, 3, 3)"]; +"162 quantize_per_channel_default_14" -> "163 dequantize_per_channel_default_14" [style=solid, label="(256, 256, 3, 3)"]; +"163 dequantize_per_channel_default_14" -> "164 conv2d_14" [style=solid, label="(256, 256, 3, 3)"]; +"164 conv2d_14" -> "165 quantize_per_tensor_default_20" [style=solid, label="(1, 256, -1, -1)"]; +"165 quantize_per_tensor_default_20" -> "166 dequantize_per_tensor_default_20" [style=solid, label="(1, 256, -1, -1)"]; +"166 dequantize_per_tensor_default_20" -> "167 add__5" [style=solid, label="(1, 256, -1, -1)"]; +"167 add__5" -> "168 relu__12" [style=solid, label="(1, 256, -1, -1)"]; +"168 relu__12" -> "169 quantize_per_tensor_default_21" [style=solid, label="(1, 256, -1, -1)"]; +"169 quantize_per_tensor_default_21" -> "170 dequantize_per_tensor_default_21" [style=solid, label="(1, 256, -1, -1)"]; +"170 dequantize_per_tensor_default_21" -> "177 conv2d_15" [style=solid, label="(1, 256, -1, -1)"]; +"170 dequantize_per_tensor_default_21" -> "196 conv2d_17" [style=solid, label="(1, 256, -1, -1)"]; +"171 layer4_0_conv1_weight_bias" -> "177 conv2d_15" [style=solid, label="(512,)"]; +"172 conv2d_15_scale_0" -> "175 quantize_per_channel_default_15" [style=solid, label="(512,)"]; +"172 conv2d_15_scale_0" -> "176 dequantize_per_channel_default_15" [style=solid, label="(512,)"]; +"173 conv2d_15_zero_point_0" -> "175 quantize_per_channel_default_15" [style=solid, label="(512,)"]; +"173 conv2d_15_zero_point_0" -> "176 dequantize_per_channel_default_15" [style=solid, label="(512,)"]; +"174 compressed_weight_updated_constant15" -> "175 quantize_per_channel_default_15" [style=solid, label="(512, 256, 3, 3)"]; +"175 quantize_per_channel_default_15" -> "176 dequantize_per_channel_default_15" [style=solid, label="(512, 256, 3, 3)"]; +"176 dequantize_per_channel_default_15" -> "177 conv2d_15" [style=solid, label="(512, 256, 3, 3)"]; +"177 conv2d_15" -> "178 relu__13" [style=solid, label="(1, 512, -1, -1)"]; +"178 relu__13" -> "179 quantize_per_tensor_default_22" [style=solid, label="(1, 512, -1, -1)"]; +"179 quantize_per_tensor_default_22" -> "180 dequantize_per_tensor_default_22" [style=solid, label="(1, 512, -1, -1)"]; +"180 dequantize_per_tensor_default_22" -> "187 conv2d_16" [style=solid, label="(1, 512, -1, -1)"]; +"181 layer4_0_conv2_weight_bias" -> "187 conv2d_16" [style=solid, label="(512,)"]; +"182 conv2d_16_scale_0" -> "185 quantize_per_channel_default_16" [style=solid, label="(512,)"]; +"182 conv2d_16_scale_0" -> "186 dequantize_per_channel_default_16" [style=solid, label="(512,)"]; +"183 conv2d_16_zero_point_0" -> "185 quantize_per_channel_default_16" [style=solid, label="(512,)"]; +"183 conv2d_16_zero_point_0" -> "186 dequantize_per_channel_default_16" [style=solid, label="(512,)"]; +"184 compressed_weight_updated_constant16" -> "185 quantize_per_channel_default_16" [style=solid, label="(512, 512, 3, 3)"]; +"185 quantize_per_channel_default_16" -> "186 dequantize_per_channel_default_16" [style=solid, label="(512, 512, 3, 3)"]; +"186 dequantize_per_channel_default_16" -> "187 conv2d_16" [style=solid, label="(512, 512, 3, 3)"]; +"187 conv2d_16" -> "188 quantize_per_tensor_default_23" [style=solid, label="(1, 512, -1, -1)"]; +"188 quantize_per_tensor_default_23" -> "189 dequantize_per_tensor_default_23" [style=solid, label="(1, 512, -1, -1)"]; +"189 dequantize_per_tensor_default_23" -> "199 add__6" [style=solid, label="(1, 512, -1, -1)"]; +"190 layer4_0_downsample_0_weight_bias" -> "196 conv2d_17" [style=solid, label="(512,)"]; +"191 conv2d_17_scale_0" -> "194 quantize_per_channel_default_17" [style=solid, label="(512,)"]; +"191 conv2d_17_scale_0" -> "195 dequantize_per_channel_default_17" [style=solid, label="(512,)"]; +"192 conv2d_17_zero_point_0" -> "194 quantize_per_channel_default_17" [style=solid, label="(512,)"]; +"192 conv2d_17_zero_point_0" -> "195 dequantize_per_channel_default_17" [style=solid, label="(512,)"]; +"193 compressed_weight_updated_constant17" -> "194 quantize_per_channel_default_17" [style=solid, label="(512, 256, 1, 1)"]; +"194 quantize_per_channel_default_17" -> "195 dequantize_per_channel_default_17" [style=solid, label="(512, 256, 1, 1)"]; +"195 dequantize_per_channel_default_17" -> "196 conv2d_17" [style=solid, label="(512, 256, 1, 1)"]; +"196 conv2d_17" -> "197 quantize_per_tensor_default_24" [style=solid, label="(1, 512, -1, -1)"]; +"197 quantize_per_tensor_default_24" -> "198 dequantize_per_tensor_default_24" [style=solid, label="(1, 512, -1, -1)"]; +"198 dequantize_per_tensor_default_24" -> "199 add__6" [style=solid, label="(1, 512, -1, -1)"]; +"199 add__6" -> "200 relu__14" [style=solid, label="(1, 512, -1, -1)"]; +"200 relu__14" -> "201 quantize_per_tensor_default_25" [style=solid, label="(1, 512, -1, -1)"]; +"201 quantize_per_tensor_default_25" -> "202 dequantize_per_tensor_default_25" [style=solid, label="(1, 512, -1, -1)"]; +"202 dequantize_per_tensor_default_25" -> "209 conv2d_18" [style=solid, label="(1, 512, -1, -1)"]; +"202 dequantize_per_tensor_default_25" -> "222 add__7" [style=solid, label="(1, 512, -1, -1)"]; +"203 layer4_1_conv1_weight_bias" -> "209 conv2d_18" [style=solid, label="(512,)"]; +"204 conv2d_18_scale_0" -> "207 quantize_per_channel_default_18" [style=solid, label="(512,)"]; +"204 conv2d_18_scale_0" -> "208 dequantize_per_channel_default_18" [style=solid, label="(512,)"]; +"205 conv2d_18_zero_point_0" -> "207 quantize_per_channel_default_18" [style=solid, label="(512,)"]; +"205 conv2d_18_zero_point_0" -> "208 dequantize_per_channel_default_18" [style=solid, label="(512,)"]; +"206 compressed_weight_updated_constant18" -> "207 quantize_per_channel_default_18" [style=solid, label="(512, 512, 3, 3)"]; +"207 quantize_per_channel_default_18" -> "208 dequantize_per_channel_default_18" [style=solid, label="(512, 512, 3, 3)"]; +"208 dequantize_per_channel_default_18" -> "209 conv2d_18" [style=solid, label="(512, 512, 3, 3)"]; +"209 conv2d_18" -> "210 relu__15" [style=solid, label="(1, 512, -1, -1)"]; +"210 relu__15" -> "211 quantize_per_tensor_default_26" [style=solid, label="(1, 512, -1, -1)"]; +"211 quantize_per_tensor_default_26" -> "212 dequantize_per_tensor_default_26" [style=solid, label="(1, 512, -1, -1)"]; +"212 dequantize_per_tensor_default_26" -> "219 conv2d_19" [style=solid, label="(1, 512, -1, -1)"]; +"213 layer4_1_conv2_weight_bias" -> "219 conv2d_19" [style=solid, label="(512,)"]; +"214 conv2d_19_scale_0" -> "217 quantize_per_channel_default_19" [style=solid, label="(512,)"]; +"214 conv2d_19_scale_0" -> "218 dequantize_per_channel_default_19" [style=solid, label="(512,)"]; +"215 conv2d_19_zero_point_0" -> "217 quantize_per_channel_default_19" [style=solid, label="(512,)"]; +"215 conv2d_19_zero_point_0" -> "218 dequantize_per_channel_default_19" [style=solid, label="(512,)"]; +"216 compressed_weight_updated_constant19" -> "217 quantize_per_channel_default_19" [style=solid, label="(512, 512, 3, 3)"]; +"217 quantize_per_channel_default_19" -> "218 dequantize_per_channel_default_19" [style=solid, label="(512, 512, 3, 3)"]; +"218 dequantize_per_channel_default_19" -> "219 conv2d_19" [style=solid, label="(512, 512, 3, 3)"]; +"219 conv2d_19" -> "220 quantize_per_tensor_default_27" [style=solid, label="(1, 512, -1, -1)"]; +"220 quantize_per_tensor_default_27" -> "221 dequantize_per_tensor_default_27" [style=solid, label="(1, 512, -1, -1)"]; +"221 dequantize_per_tensor_default_27" -> "222 add__7" [style=solid, label="(1, 512, -1, -1)"]; +"222 add__7" -> "223 relu__16" [style=solid, label="(1, 512, -1, -1)"]; +"223 relu__16" -> "224 quantize_per_tensor_default_28" [style=solid, label="(1, 512, -1, -1)"]; +"224 quantize_per_tensor_default_28" -> "225 dequantize_per_tensor_default_28" [style=solid, label="(1, 512, -1, -1)"]; +"225 dequantize_per_tensor_default_28" -> "226 adaptive_avg_pool2d" [style=solid, label="(1, 512, -1, -1)"]; +"226 adaptive_avg_pool2d" -> "227 quantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"227 quantize_per_tensor_default_29" -> "228 dequantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"228 dequantize_per_tensor_default_29" -> "229 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"229 flatten" -> "235 linear" [style=solid, label="(1, 512)"]; +"230 linear_scale_0" -> "233 quantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"230 linear_scale_0" -> "234 dequantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"231 linear_zero_point_0" -> "233 quantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"231 linear_zero_point_0" -> "234 dequantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"232 compressed_weight_updated_constant20" -> "233 quantize_per_channel_default_20" [style=solid, label="(1000, 512)"]; +"233 quantize_per_channel_default_20" -> "234 dequantize_per_channel_default_20" [style=solid, label="(1000, 512)"]; +"234 dequantize_per_channel_default_20" -> "235 linear" [style=solid, label="(1000, 512)"]; +"235 linear" -> "236 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/dynamic_shapes/quantized/unet.dot b/tests/torch/data/reference_graphs/fx/dynamic_shapes/quantized/unet.dot index 7b9ccc4a6b3..ae72232ad98 100644 --- a/tests/torch/data/reference_graphs/fx/dynamic_shapes/quantized/unet.dot +++ b/tests/torch/data/reference_graphs/fx/dynamic_shapes/quantized/unet.dot @@ -1,561 +1,553 @@ -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]; 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+"38 quantize_per_channel_default_1" [id=38, type="quantize_per_channel"]; +"39 dequantize_per_channel_default_1" [id=39, type="dequantize_per_channel"]; "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 conv2d_2_scale_0" [id=46, type=get_attr]; -"47 conv2d_2_zero_point_0" [id=47, type=get_attr]; -"48 compressed_weight_updated_constant2" [id=48, type=get_attr]; -"49 quantize_per_channel_default_2" [id=49, type=quantize_per_channel]; -"50 dequantize_per_channel_default_2" [id=50, type=dequantize_per_channel]; -"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 conv2d_3_scale_0" [id=55, type=get_attr]; -"56 conv2d_3_zero_point_0" [id=56, type=get_attr]; -"57 compressed_weight_updated_constant3" [id=57, type=get_attr]; -"58 quantize_per_channel_default_3" [id=58, type=quantize_per_channel]; -"59 dequantize_per_channel_default_3" [id=59, type=dequantize_per_channel]; -"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 conv2d_4_scale_0" [id=66, type=get_attr]; -"67 conv2d_4_zero_point_0" [id=67, type=get_attr]; -"68 compressed_weight_updated_constant4" [id=68, type=get_attr]; -"69 quantize_per_channel_default_4" [id=69, type=quantize_per_channel]; -"70 dequantize_per_channel_default_4" [id=70, type=dequantize_per_channel]; -"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 conv2d_5_scale_0" [id=75, type=get_attr]; -"76 conv2d_5_zero_point_0" [id=76, type=get_attr]; -"77 compressed_weight_updated_constant5" [id=77, type=get_attr]; -"78 quantize_per_channel_default_5" [id=78, type=quantize_per_channel]; -"79 dequantize_per_channel_default_5" [id=79, type=dequantize_per_channel]; -"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 conv2d_6_scale_0" [id=86, type=get_attr]; -"87 conv2d_6_zero_point_0" [id=87, type=get_attr]; -"88 compressed_weight_updated_constant6" [id=88, type=get_attr]; -"89 quantize_per_channel_default_6" [id=89, type=quantize_per_channel]; -"90 dequantize_per_channel_default_6" [id=90, type=dequantize_per_channel]; -"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 conv2d_7_scale_0" [id=95, type=get_attr]; -"96 conv2d_7_zero_point_0" [id=96, type=get_attr]; -"97 compressed_weight_updated_constant7" [id=97, type=get_attr]; -"98 quantize_per_channel_default_7" [id=98, type=quantize_per_channel]; -"99 dequantize_per_channel_default_7" [id=99, type=dequantize_per_channel]; -"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 conv2d_8_scale_0" [id=106, type=get_attr]; -"107 conv2d_8_zero_point_0" [id=107, type=get_attr]; -"108 compressed_weight_updated_constant8" [id=108, type=get_attr]; -"109 quantize_per_channel_default_8" [id=109, type=quantize_per_channel]; -"110 dequantize_per_channel_default_8" [id=110, type=dequantize_per_channel]; -"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 conv2d_9_scale_0" [id=115, type=get_attr]; -"116 conv2d_9_zero_point_0" [id=116, type=get_attr]; -"117 compressed_weight_updated_constant9" [id=117, type=get_attr]; -"118 quantize_per_channel_default_9" [id=118, type=quantize_per_channel]; -"119 dequantize_per_channel_default_9" [id=119, type=dequantize_per_channel]; -"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 conv_transpose2d_scale_0" [id=124, type=get_attr]; -"125 conv_transpose2d_zero_point_0" [id=125, type=get_attr]; -"126 compressed_weight_updated_constant10" [id=126, type=get_attr]; -"127 quantize_per_channel_default_10" [id=127, type=quantize_per_channel]; -"128 dequantize_per_channel_default_10" [id=128, type=dequantize_per_channel]; -"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 conv2d_10_scale_0" [id=137, type=get_attr]; -"138 conv2d_10_zero_point_0" [id=138, type=get_attr]; -"139 compressed_weight_updated_constant11" [id=139, type=get_attr]; -"140 quantize_per_channel_default_11" [id=140, type=quantize_per_channel]; -"141 dequantize_per_channel_default_11" [id=141, type=dequantize_per_channel]; -"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 conv2d_11_scale_0" [id=146, type=get_attr]; -"147 conv2d_11_zero_point_0" [id=147, type=get_attr]; -"148 compressed_weight_updated_constant12" [id=148, type=get_attr]; -"149 quantize_per_channel_default_12" [id=149, type=quantize_per_channel]; -"150 dequantize_per_channel_default_12" [id=150, type=dequantize_per_channel]; -"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 conv_transpose2d_1_scale_0" [id=155, type=get_attr]; -"156 conv_transpose2d_1_zero_point_0" [id=156, type=get_attr]; -"157 compressed_weight_updated_constant13" [id=157, type=get_attr]; -"158 quantize_per_channel_default_13" [id=158, type=quantize_per_channel]; -"159 dequantize_per_channel_default_13" [id=159, type=dequantize_per_channel]; -"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 conv2d_12_scale_0" [id=168, type=get_attr]; -"169 conv2d_12_zero_point_0" [id=169, type=get_attr]; -"170 compressed_weight_updated_constant14" [id=170, type=get_attr]; -"171 quantize_per_channel_default_14" [id=171, type=quantize_per_channel]; -"172 dequantize_per_channel_default_14" [id=172, type=dequantize_per_channel]; -"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 conv2d_13_scale_0" [id=177, type=get_attr]; -"178 conv2d_13_zero_point_0" [id=178, type=get_attr]; -"179 compressed_weight_updated_constant15" [id=179, type=get_attr]; -"180 quantize_per_channel_default_15" [id=180, type=quantize_per_channel]; -"181 dequantize_per_channel_default_15" [id=181, type=dequantize_per_channel]; -"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 conv_transpose2d_2_scale_0" [id=186, type=get_attr]; -"187 conv_transpose2d_2_zero_point_0" [id=187, type=get_attr]; -"188 compressed_weight_updated_constant16" [id=188, type=get_attr]; -"189 quantize_per_channel_default_16" [id=189, type=quantize_per_channel]; -"190 dequantize_per_channel_default_16" [id=190, type=dequantize_per_channel]; -"191 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 conv2d_14_scale_0" [id=199, type=get_attr]; -"200 conv2d_14_zero_point_0" [id=200, type=get_attr]; -"201 compressed_weight_updated_constant17" [id=201, type=get_attr]; -"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 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 conv2d_15_scale_0" [id=208, type=get_attr]; -"209 conv2d_15_zero_point_0" [id=209, type=get_attr]; -"210 compressed_weight_updated_constant18" [id=210, type=get_attr]; -"211 quantize_per_channel_default_18" [id=211, type=quantize_per_channel]; -"212 dequantize_per_channel_default_18" [id=212, type=dequantize_per_channel]; -"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 conv_transpose2d_3_scale_0" [id=217, type=get_attr]; -"218 conv_transpose2d_3_zero_point_0" [id=218, type=get_attr]; -"219 compressed_weight_updated_constant19" [id=219, type=get_attr]; -"220 quantize_per_channel_default_19" [id=220, type=quantize_per_channel]; -"221 dequantize_per_channel_default_19" [id=221, type=dequantize_per_channel]; -"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 conv2d_16_scale_0" [id=230, type=get_attr]; -"231 conv2d_16_zero_point_0" [id=231, type=get_attr]; -"232 compressed_weight_updated_constant20" [id=232, type=get_attr]; -"233 quantize_per_channel_default_20" [id=233, type=quantize_per_channel]; -"234 dequantize_per_channel_default_20" [id=234, type=dequantize_per_channel]; -"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 conv2d_17_scale_0" [id=239, type=get_attr]; -"240 conv2d_17_zero_point_0" [id=240, type=get_attr]; -"241 compressed_weight_updated_constant21" [id=241, type=get_attr]; -"242 quantize_per_channel_default_21" [id=242, type=quantize_per_channel]; -"243 dequantize_per_channel_default_21" [id=243, type=dequantize_per_channel]; -"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 conv2d_18_scale_0" [id=248, type=get_attr]; -"249 conv2d_18_zero_point_0" [id=249, type=get_attr]; -"250 compressed_weight_updated_constant22" [id=250, type=get_attr]; -"251 quantize_per_channel_default_22" [id=251, type=quantize_per_channel]; -"252 dequantize_per_channel_default_22" [id=252, type=dequantize_per_channel]; -"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 conv2d_scale_0" -> "29 quantize_per_channel_default" [label="(64,)", style=solid]; -"26 conv2d_scale_0" -> "30 dequantize_per_channel_default" [label="(64,)", style=solid]; -"27 conv2d_zero_point_0" -> "29 quantize_per_channel_default" [label="(64,)", style=solid]; -"27 conv2d_zero_point_0" -> "30 dequantize_per_channel_default" [label="(64,)", style=solid]; -"28 compressed_weight_updated_constant0" -> "29 quantize_per_channel_default" [label="(64, 3, 3, 3)", style=solid]; -"29 quantize_per_channel_default" -> "30 dequantize_per_channel_default" [label="(64, 3, 3, 3)", style=solid]; -"30 dequantize_per_channel_default" -> "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 conv2d_1_scale_0" -> "38 quantize_per_channel_default_1" [label="(64,)", style=solid]; -"35 conv2d_1_scale_0" -> "39 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"36 conv2d_1_zero_point_0" -> "38 quantize_per_channel_default_1" [label="(64,)", style=solid]; -"36 conv2d_1_zero_point_0" -> "39 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"37 compressed_weight_updated_constant1" -> "38 quantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"38 quantize_per_channel_default_1" -> "39 dequantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"39 dequantize_per_channel_default_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 conv2d_2_scale_0" -> "49 quantize_per_channel_default_2" [label="(128,)", style=solid]; -"46 conv2d_2_scale_0" -> "50 dequantize_per_channel_default_2" [label="(128,)", style=solid]; -"47 conv2d_2_zero_point_0" -> "49 quantize_per_channel_default_2" [label="(128,)", style=solid]; -"47 conv2d_2_zero_point_0" -> "50 dequantize_per_channel_default_2" [label="(128,)", style=solid]; -"48 compressed_weight_updated_constant2" -> "49 quantize_per_channel_default_2" [label="(128, 64, 3, 3)", style=solid]; -"49 quantize_per_channel_default_2" -> "50 dequantize_per_channel_default_2" [label="(128, 64, 3, 3)", style=solid]; -"50 dequantize_per_channel_default_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 conv2d_3_scale_0" -> "58 quantize_per_channel_default_3" [label="(128,)", style=solid]; -"55 conv2d_3_scale_0" -> "59 dequantize_per_channel_default_3" [label="(128,)", style=solid]; -"56 conv2d_3_zero_point_0" -> "58 quantize_per_channel_default_3" [label="(128,)", style=solid]; -"56 conv2d_3_zero_point_0" -> "59 dequantize_per_channel_default_3" [label="(128,)", style=solid]; -"57 compressed_weight_updated_constant3" -> "58 quantize_per_channel_default_3" [label="(128, 128, 3, 3)", style=solid]; -"58 quantize_per_channel_default_3" -> "59 dequantize_per_channel_default_3" [label="(128, 128, 3, 3)", style=solid]; -"59 dequantize_per_channel_default_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 conv2d_4_scale_0" -> "69 quantize_per_channel_default_4" [label="(256,)", style=solid]; -"66 conv2d_4_scale_0" -> "70 dequantize_per_channel_default_4" [label="(256,)", style=solid]; -"67 conv2d_4_zero_point_0" -> "69 quantize_per_channel_default_4" [label="(256,)", style=solid]; -"67 conv2d_4_zero_point_0" -> "70 dequantize_per_channel_default_4" [label="(256,)", style=solid]; -"68 compressed_weight_updated_constant4" -> "69 quantize_per_channel_default_4" [label="(256, 128, 3, 3)", style=solid]; -"69 quantize_per_channel_default_4" -> "70 dequantize_per_channel_default_4" [label="(256, 128, 3, 3)", style=solid]; -"70 dequantize_per_channel_default_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 conv2d_5_scale_0" -> "78 quantize_per_channel_default_5" [label="(256,)", style=solid]; -"75 conv2d_5_scale_0" -> "79 dequantize_per_channel_default_5" [label="(256,)", style=solid]; -"76 conv2d_5_zero_point_0" -> "78 quantize_per_channel_default_5" [label="(256,)", style=solid]; -"76 conv2d_5_zero_point_0" -> "79 dequantize_per_channel_default_5" [label="(256,)", style=solid]; -"77 compressed_weight_updated_constant5" -> "78 quantize_per_channel_default_5" [label="(256, 256, 3, 3)", style=solid]; -"78 quantize_per_channel_default_5" -> "79 dequantize_per_channel_default_5" [label="(256, 256, 3, 3)", style=solid]; -"79 dequantize_per_channel_default_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 conv2d_6_scale_0" -> "89 quantize_per_channel_default_6" [label="(512,)", style=solid]; -"86 conv2d_6_scale_0" -> "90 dequantize_per_channel_default_6" [label="(512,)", style=solid]; -"87 conv2d_6_zero_point_0" -> "89 quantize_per_channel_default_6" [label="(512,)", style=solid]; -"87 conv2d_6_zero_point_0" -> "90 dequantize_per_channel_default_6" [label="(512,)", style=solid]; -"88 compressed_weight_updated_constant6" -> "89 quantize_per_channel_default_6" [label="(512, 256, 3, 3)", style=solid]; -"89 quantize_per_channel_default_6" -> "90 dequantize_per_channel_default_6" [label="(512, 256, 3, 3)", style=solid]; -"90 dequantize_per_channel_default_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 conv2d_7_scale_0" -> "98 quantize_per_channel_default_7" [label="(512,)", style=solid]; -"95 conv2d_7_scale_0" -> "99 dequantize_per_channel_default_7" [label="(512,)", style=solid]; -"96 conv2d_7_zero_point_0" -> "98 quantize_per_channel_default_7" [label="(512,)", style=solid]; -"96 conv2d_7_zero_point_0" -> "99 dequantize_per_channel_default_7" [label="(512,)", style=solid]; -"97 compressed_weight_updated_constant7" -> "98 quantize_per_channel_default_7" [label="(512, 512, 3, 3)", style=solid]; -"98 quantize_per_channel_default_7" -> "99 dequantize_per_channel_default_7" [label="(512, 512, 3, 3)", style=solid]; -"99 dequantize_per_channel_default_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 conv2d_8_scale_0" -> "109 quantize_per_channel_default_8" [label="(1024,)", style=solid]; -"106 conv2d_8_scale_0" -> "110 dequantize_per_channel_default_8" [label="(1024,)", style=solid]; -"107 conv2d_8_zero_point_0" -> "109 quantize_per_channel_default_8" [label="(1024,)", style=solid]; -"107 conv2d_8_zero_point_0" -> "110 dequantize_per_channel_default_8" [label="(1024,)", style=solid]; -"108 compressed_weight_updated_constant8" -> "109 quantize_per_channel_default_8" [label="(1024, 512, 3, 3)", style=solid]; -"109 quantize_per_channel_default_8" -> "110 dequantize_per_channel_default_8" [label="(1024, 512, 3, 3)", style=solid]; -"110 dequantize_per_channel_default_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 conv2d_9_scale_0" -> "118 quantize_per_channel_default_9" [label="(1024,)", style=solid]; -"115 conv2d_9_scale_0" -> "119 dequantize_per_channel_default_9" [label="(1024,)", style=solid]; -"116 conv2d_9_zero_point_0" -> "118 quantize_per_channel_default_9" [label="(1024,)", style=solid]; -"116 conv2d_9_zero_point_0" -> "119 dequantize_per_channel_default_9" [label="(1024,)", style=solid]; -"117 compressed_weight_updated_constant9" -> "118 quantize_per_channel_default_9" [label="(1024, 1024, 3, 3)", style=solid]; -"118 quantize_per_channel_default_9" -> "119 dequantize_per_channel_default_9" [label="(1024, 1024, 3, 3)", style=solid]; -"119 dequantize_per_channel_default_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 conv_transpose2d_scale_0" -> "127 quantize_per_channel_default_10" [label="(1024,)", style=solid]; -"124 conv_transpose2d_scale_0" -> "128 dequantize_per_channel_default_10" [label="(1024,)", style=solid]; -"125 conv_transpose2d_zero_point_0" -> "127 quantize_per_channel_default_10" [label="(1024,)", style=solid]; -"125 conv_transpose2d_zero_point_0" -> "128 dequantize_per_channel_default_10" [label="(1024,)", style=solid]; -"126 compressed_weight_updated_constant10" -> "127 quantize_per_channel_default_10" [label="(1024, 512, 2, 2)", style=solid]; -"127 quantize_per_channel_default_10" -> "128 dequantize_per_channel_default_10" [label="(1024, 512, 2, 2)", style=solid]; -"128 dequantize_per_channel_default_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 conv2d_10_scale_0" -> "140 quantize_per_channel_default_11" [label="(512,)", style=solid]; -"137 conv2d_10_scale_0" -> "141 dequantize_per_channel_default_11" [label="(512,)", style=solid]; -"138 conv2d_10_zero_point_0" -> "140 quantize_per_channel_default_11" [label="(512,)", style=solid]; -"138 conv2d_10_zero_point_0" -> "141 dequantize_per_channel_default_11" [label="(512,)", style=solid]; -"139 compressed_weight_updated_constant11" -> "140 quantize_per_channel_default_11" [label="(512, 1024, 3, 3)", style=solid]; -"140 quantize_per_channel_default_11" -> "141 dequantize_per_channel_default_11" [label="(512, 1024, 3, 3)", style=solid]; -"141 dequantize_per_channel_default_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 conv2d_11_scale_0" -> "149 quantize_per_channel_default_12" [label="(512,)", style=solid]; -"146 conv2d_11_scale_0" -> "150 dequantize_per_channel_default_12" [label="(512,)", style=solid]; -"147 conv2d_11_zero_point_0" -> "149 quantize_per_channel_default_12" [label="(512,)", style=solid]; -"147 conv2d_11_zero_point_0" -> "150 dequantize_per_channel_default_12" [label="(512,)", style=solid]; -"148 compressed_weight_updated_constant12" -> "149 quantize_per_channel_default_12" [label="(512, 512, 3, 3)", style=solid]; -"149 quantize_per_channel_default_12" -> "150 dequantize_per_channel_default_12" [label="(512, 512, 3, 3)", style=solid]; -"150 dequantize_per_channel_default_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 conv_transpose2d_1_scale_0" -> "158 quantize_per_channel_default_13" [label="(512,)", style=solid]; -"155 conv_transpose2d_1_scale_0" -> "159 dequantize_per_channel_default_13" [label="(512,)", style=solid]; -"156 conv_transpose2d_1_zero_point_0" -> "158 quantize_per_channel_default_13" [label="(512,)", style=solid]; -"156 conv_transpose2d_1_zero_point_0" -> "159 dequantize_per_channel_default_13" [label="(512,)", style=solid]; -"157 compressed_weight_updated_constant13" -> "158 quantize_per_channel_default_13" [label="(512, 256, 2, 2)", style=solid]; -"158 quantize_per_channel_default_13" -> "159 dequantize_per_channel_default_13" [label="(512, 256, 2, 2)", style=solid]; -"159 dequantize_per_channel_default_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 conv2d_12_scale_0" -> "171 quantize_per_channel_default_14" [label="(256,)", style=solid]; -"168 conv2d_12_scale_0" -> "172 dequantize_per_channel_default_14" [label="(256,)", style=solid]; -"169 conv2d_12_zero_point_0" -> "171 quantize_per_channel_default_14" [label="(256,)", style=solid]; -"169 conv2d_12_zero_point_0" -> "172 dequantize_per_channel_default_14" [label="(256,)", style=solid]; -"170 compressed_weight_updated_constant14" -> "171 quantize_per_channel_default_14" [label="(256, 512, 3, 3)", style=solid]; -"171 quantize_per_channel_default_14" -> "172 dequantize_per_channel_default_14" [label="(256, 512, 3, 3)", style=solid]; -"172 dequantize_per_channel_default_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 conv2d_13_scale_0" -> "180 quantize_per_channel_default_15" [label="(256,)", style=solid]; -"177 conv2d_13_scale_0" -> "181 dequantize_per_channel_default_15" [label="(256,)", style=solid]; -"178 conv2d_13_zero_point_0" -> "180 quantize_per_channel_default_15" [label="(256,)", style=solid]; -"178 conv2d_13_zero_point_0" -> "181 dequantize_per_channel_default_15" [label="(256,)", style=solid]; -"179 compressed_weight_updated_constant15" -> "180 quantize_per_channel_default_15" [label="(256, 256, 3, 3)", style=solid]; -"180 quantize_per_channel_default_15" -> "181 dequantize_per_channel_default_15" [label="(256, 256, 3, 3)", style=solid]; -"181 dequantize_per_channel_default_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 conv_transpose2d_2_scale_0" -> "189 quantize_per_channel_default_16" [label="(256,)", style=solid]; -"186 conv_transpose2d_2_scale_0" -> "190 dequantize_per_channel_default_16" [label="(256,)", style=solid]; -"187 conv_transpose2d_2_zero_point_0" -> "189 quantize_per_channel_default_16" [label="(256,)", style=solid]; -"187 conv_transpose2d_2_zero_point_0" -> "190 dequantize_per_channel_default_16" [label="(256,)", style=solid]; -"188 compressed_weight_updated_constant16" -> "189 quantize_per_channel_default_16" [label="(256, 128, 2, 2)", style=solid]; -"189 quantize_per_channel_default_16" -> "190 dequantize_per_channel_default_16" [label="(256, 128, 2, 2)", style=solid]; -"190 dequantize_per_channel_default_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 conv2d_14_scale_0" -> "202 quantize_per_channel_default_17" [label="(128,)", style=solid]; -"199 conv2d_14_scale_0" -> "203 dequantize_per_channel_default_17" [label="(128,)", style=solid]; -"200 conv2d_14_zero_point_0" -> "202 quantize_per_channel_default_17" [label="(128,)", style=solid]; -"200 conv2d_14_zero_point_0" -> "203 dequantize_per_channel_default_17" [label="(128,)", style=solid]; -"201 compressed_weight_updated_constant17" -> "202 quantize_per_channel_default_17" [label="(128, 256, 3, 3)", style=solid]; -"202 quantize_per_channel_default_17" -> "203 dequantize_per_channel_default_17" [label="(128, 256, 3, 3)", style=solid]; -"203 dequantize_per_channel_default_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 conv2d_15_scale_0" -> "211 quantize_per_channel_default_18" [label="(128,)", style=solid]; -"208 conv2d_15_scale_0" -> "212 dequantize_per_channel_default_18" [label="(128,)", style=solid]; -"209 conv2d_15_zero_point_0" -> "211 quantize_per_channel_default_18" [label="(128,)", style=solid]; -"209 conv2d_15_zero_point_0" -> "212 dequantize_per_channel_default_18" [label="(128,)", style=solid]; -"210 compressed_weight_updated_constant18" -> "211 quantize_per_channel_default_18" [label="(128, 128, 3, 3)", style=solid]; -"211 quantize_per_channel_default_18" -> "212 dequantize_per_channel_default_18" [label="(128, 128, 3, 3)", style=solid]; -"212 dequantize_per_channel_default_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 conv_transpose2d_3_scale_0" -> "220 quantize_per_channel_default_19" [label="(128,)", style=solid]; -"217 conv_transpose2d_3_scale_0" -> "221 dequantize_per_channel_default_19" [label="(128,)", style=solid]; -"218 conv_transpose2d_3_zero_point_0" -> "220 quantize_per_channel_default_19" [label="(128,)", style=solid]; -"218 conv_transpose2d_3_zero_point_0" -> "221 dequantize_per_channel_default_19" [label="(128,)", style=solid]; -"219 compressed_weight_updated_constant19" -> "220 quantize_per_channel_default_19" [label="(128, 64, 2, 2)", style=solid]; -"220 quantize_per_channel_default_19" -> "221 dequantize_per_channel_default_19" [label="(128, 64, 2, 2)", style=solid]; -"221 dequantize_per_channel_default_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 conv2d_16_scale_0" -> "233 quantize_per_channel_default_20" [label="(64,)", style=solid]; -"230 conv2d_16_scale_0" -> "234 dequantize_per_channel_default_20" [label="(64,)", style=solid]; -"231 conv2d_16_zero_point_0" -> "233 quantize_per_channel_default_20" [label="(64,)", style=solid]; -"231 conv2d_16_zero_point_0" -> "234 dequantize_per_channel_default_20" [label="(64,)", style=solid]; -"232 compressed_weight_updated_constant20" -> "233 quantize_per_channel_default_20" [label="(64, 128, 3, 3)", style=solid]; -"233 quantize_per_channel_default_20" -> "234 dequantize_per_channel_default_20" [label="(64, 128, 3, 3)", style=solid]; -"234 dequantize_per_channel_default_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 conv2d_17_scale_0" -> "242 quantize_per_channel_default_21" [label="(64,)", style=solid]; -"239 conv2d_17_scale_0" -> "243 dequantize_per_channel_default_21" [label="(64,)", style=solid]; -"240 conv2d_17_zero_point_0" -> "242 quantize_per_channel_default_21" [label="(64,)", style=solid]; -"240 conv2d_17_zero_point_0" -> "243 dequantize_per_channel_default_21" [label="(64,)", style=solid]; -"241 compressed_weight_updated_constant21" -> "242 quantize_per_channel_default_21" [label="(64, 64, 3, 3)", style=solid]; -"242 quantize_per_channel_default_21" -> "243 dequantize_per_channel_default_21" [label="(64, 64, 3, 3)", style=solid]; -"243 dequantize_per_channel_default_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 conv2d_18_scale_0" -> "251 quantize_per_channel_default_22" [label="(12,)", style=solid]; -"248 conv2d_18_scale_0" -> "252 dequantize_per_channel_default_22" [label="(12,)", style=solid]; -"249 conv2d_18_zero_point_0" -> "251 quantize_per_channel_default_22" [label="(12,)", style=solid]; -"249 conv2d_18_zero_point_0" -> "252 dequantize_per_channel_default_22" [label="(12,)", style=solid]; -"250 compressed_weight_updated_constant22" -> "251 quantize_per_channel_default_22" [label="(12, 64, 1, 1)", style=solid]; -"251 quantize_per_channel_default_22" -> "252 dequantize_per_channel_default_22" [label="(12, 64, 1, 1)", style=solid]; -"252 dequantize_per_channel_default_22" -> "253 conv2d_18" [label="(12, 64, 1, 1)", style=solid]; -"253 conv2d_18" -> "254 output" [label="(1, 12, 36, 36)", style=solid]; +"42 quantize_per_tensor_default" [id=42, type="quantize_per_tensor"]; +"43 dequantize_per_tensor_default" [id=43, type="dequantize_per_tensor"]; +"44 max_pool2d" [id=44, type="max_pool2d"]; +"45 conv2d_2_scale_0" [id=45, type="get_attr"]; +"46 conv2d_2_zero_point_0" [id=46, type="get_attr"]; +"47 compressed_weight_updated_constant2" [id=47, type="get_attr"]; +"48 quantize_per_channel_default_2" [id=48, type="quantize_per_channel"]; +"49 dequantize_per_channel_default_2" [id=49, type="dequantize_per_channel"]; +"50 conv2d_2" [id=50, type=conv2d]; +"51 relu_2" [id=51, type=relu]; +"52 quantize_per_tensor_default_10" [id=52, type="quantize_per_tensor"]; +"53 dequantize_per_tensor_default_10" [id=53, type="dequantize_per_tensor"]; +"54 conv2d_3_scale_0" [id=54, type="get_attr"]; +"55 conv2d_3_zero_point_0" [id=55, type="get_attr"]; +"56 compressed_weight_updated_constant3" [id=56, type="get_attr"]; +"57 quantize_per_channel_default_3" [id=57, type="quantize_per_channel"]; +"58 dequantize_per_channel_default_3" [id=58, type="dequantize_per_channel"]; +"59 conv2d_3" [id=59, type=conv2d]; +"60 relu_3" [id=60, type=relu]; +"61 quantize_per_tensor_default_3" [id=61, type="quantize_per_tensor"]; +"62 dequantize_per_tensor_default_3" [id=62, type="dequantize_per_tensor"]; +"63 max_pool2d_1" [id=63, type="max_pool2d"]; +"64 conv2d_4_scale_0" [id=64, type="get_attr"]; +"65 conv2d_4_zero_point_0" [id=65, type="get_attr"]; +"66 compressed_weight_updated_constant4" [id=66, type="get_attr"]; +"67 quantize_per_channel_default_4" [id=67, type="quantize_per_channel"]; +"68 dequantize_per_channel_default_4" [id=68, type="dequantize_per_channel"]; +"69 conv2d_4" [id=69, type=conv2d]; +"70 relu_4" [id=70, type=relu]; +"71 quantize_per_tensor_default_11" [id=71, type="quantize_per_tensor"]; +"72 dequantize_per_tensor_default_11" [id=72, type="dequantize_per_tensor"]; +"73 conv2d_5_scale_0" [id=73, type="get_attr"]; +"74 conv2d_5_zero_point_0" [id=74, type="get_attr"]; +"75 compressed_weight_updated_constant5" [id=75, type="get_attr"]; +"76 quantize_per_channel_default_5" [id=76, type="quantize_per_channel"]; +"77 dequantize_per_channel_default_5" [id=77, type="dequantize_per_channel"]; +"78 conv2d_5" [id=78, type=conv2d]; +"79 relu_5" [id=79, type=relu]; +"80 quantize_per_tensor_default_4" [id=80, type="quantize_per_tensor"]; +"81 dequantize_per_tensor_default_4" [id=81, type="dequantize_per_tensor"]; +"82 max_pool2d_2" [id=82, type="max_pool2d"]; +"83 conv2d_6_scale_0" [id=83, type="get_attr"]; +"84 conv2d_6_zero_point_0" [id=84, type="get_attr"]; +"85 compressed_weight_updated_constant6" [id=85, type="get_attr"]; +"86 quantize_per_channel_default_6" [id=86, type="quantize_per_channel"]; +"87 dequantize_per_channel_default_6" [id=87, type="dequantize_per_channel"]; +"88 conv2d_6" [id=88, type=conv2d]; +"89 relu_6" [id=89, type=relu]; +"90 quantize_per_tensor_default_12" [id=90, type="quantize_per_tensor"]; +"91 dequantize_per_tensor_default_12" [id=91, type="dequantize_per_tensor"]; +"92 conv2d_7_scale_0" [id=92, type="get_attr"]; +"93 conv2d_7_zero_point_0" [id=93, type="get_attr"]; +"94 compressed_weight_updated_constant7" [id=94, type="get_attr"]; +"95 quantize_per_channel_default_7" [id=95, type="quantize_per_channel"]; +"96 dequantize_per_channel_default_7" [id=96, type="dequantize_per_channel"]; +"97 conv2d_7" [id=97, type=conv2d]; +"98 relu_7" [id=98, type=relu]; +"99 quantize_per_tensor_default_7" [id=99, type="quantize_per_tensor"]; +"100 dequantize_per_tensor_default_7" [id=100, type="dequantize_per_tensor"]; +"101 max_pool2d_3" [id=101, type="max_pool2d"]; +"102 conv2d_8_scale_0" [id=102, type="get_attr"]; +"103 conv2d_8_zero_point_0" [id=103, type="get_attr"]; +"104 compressed_weight_updated_constant8" [id=104, type="get_attr"]; +"105 quantize_per_channel_default_8" [id=105, type="quantize_per_channel"]; +"106 dequantize_per_channel_default_8" [id=106, type="dequantize_per_channel"]; +"107 conv2d_8" [id=107, type=conv2d]; +"108 relu_8" [id=108, type=relu]; +"109 quantize_per_tensor_default_13" [id=109, type="quantize_per_tensor"]; +"110 dequantize_per_tensor_default_13" [id=110, type="dequantize_per_tensor"]; +"111 conv2d_9_scale_0" [id=111, type="get_attr"]; +"112 conv2d_9_zero_point_0" [id=112, type="get_attr"]; +"113 compressed_weight_updated_constant9" [id=113, type="get_attr"]; +"114 quantize_per_channel_default_9" [id=114, type="quantize_per_channel"]; +"115 dequantize_per_channel_default_9" [id=115, type="dequantize_per_channel"]; +"116 conv2d_9" [id=116, type=conv2d]; +"117 relu_9" [id=117, type=relu]; +"118 quantize_per_tensor_default_14" [id=118, type="quantize_per_tensor"]; +"119 dequantize_per_tensor_default_14" [id=119, type="dequantize_per_tensor"]; +"120 conv_transpose2d_scale_0" [id=120, type="get_attr"]; +"121 conv_transpose2d_zero_point_0" [id=121, type="get_attr"]; +"122 compressed_weight_updated_constant10" [id=122, type="get_attr"]; +"123 quantize_per_channel_default_10" [id=123, type="quantize_per_channel"]; +"124 dequantize_per_channel_default_10" [id=124, type="dequantize_per_channel"]; +"125 conv_transpose2d" [id=125, type="conv_transpose2d"]; +"126 quantize_per_tensor_default_6" [id=126, type="quantize_per_tensor"]; +"127 dequantize_per_tensor_default_6" [id=127, type="dequantize_per_tensor"]; +"128 slice_1" [id=128, type=slice]; +"129 slice_2" [id=129, type=slice]; +"130 slice_3" [id=130, type=slice]; +"131 slice_4" [id=131, type=slice]; +"132 cat" [id=132, type=cat]; +"133 conv2d_10_scale_0" [id=133, type="get_attr"]; +"134 conv2d_10_zero_point_0" [id=134, type="get_attr"]; +"135 compressed_weight_updated_constant11" [id=135, type="get_attr"]; +"136 quantize_per_channel_default_11" [id=136, type="quantize_per_channel"]; +"137 dequantize_per_channel_default_11" [id=137, type="dequantize_per_channel"]; +"138 conv2d_10" [id=138, type=conv2d]; +"139 relu_10" [id=139, type=relu]; +"140 quantize_per_tensor_default_15" [id=140, type="quantize_per_tensor"]; +"141 dequantize_per_tensor_default_15" [id=141, type="dequantize_per_tensor"]; +"142 conv2d_11_scale_0" [id=142, type="get_attr"]; +"143 conv2d_11_zero_point_0" [id=143, type="get_attr"]; +"144 compressed_weight_updated_constant12" [id=144, type="get_attr"]; +"145 quantize_per_channel_default_12" [id=145, type="quantize_per_channel"]; +"146 dequantize_per_channel_default_12" [id=146, type="dequantize_per_channel"]; +"147 conv2d_11" [id=147, type=conv2d]; +"148 relu_11" [id=148, type=relu]; +"149 quantize_per_tensor_default_16" [id=149, type="quantize_per_tensor"]; +"150 dequantize_per_tensor_default_16" [id=150, type="dequantize_per_tensor"]; +"151 conv_transpose2d_1_scale_0" [id=151, type="get_attr"]; +"152 conv_transpose2d_1_zero_point_0" [id=152, type="get_attr"]; +"153 compressed_weight_updated_constant13" [id=153, type="get_attr"]; +"154 quantize_per_channel_default_13" [id=154, type="quantize_per_channel"]; +"155 dequantize_per_channel_default_13" [id=155, type="dequantize_per_channel"]; +"156 conv_transpose2d_1" [id=156, type="conv_transpose2d"]; +"157 quantize_per_tensor_default_5" [id=157, type="quantize_per_tensor"]; +"158 dequantize_per_tensor_default_5" [id=158, type="dequantize_per_tensor"]; +"159 slice_5" [id=159, type=slice]; +"160 slice_6" [id=160, type=slice]; +"161 slice_7" [id=161, type=slice]; +"162 slice_8" [id=162, type=slice]; +"163 cat_1" [id=163, type=cat]; +"164 conv2d_12_scale_0" [id=164, type="get_attr"]; +"165 conv2d_12_zero_point_0" [id=165, type="get_attr"]; +"166 compressed_weight_updated_constant14" [id=166, type="get_attr"]; +"167 quantize_per_channel_default_14" [id=167, type="quantize_per_channel"]; +"168 dequantize_per_channel_default_14" [id=168, type="dequantize_per_channel"]; +"169 conv2d_12" [id=169, type=conv2d]; +"170 relu_12" [id=170, type=relu]; +"171 quantize_per_tensor_default_17" [id=171, type="quantize_per_tensor"]; +"172 dequantize_per_tensor_default_17" [id=172, type="dequantize_per_tensor"]; +"173 conv2d_13_scale_0" [id=173, type="get_attr"]; +"174 conv2d_13_zero_point_0" [id=174, type="get_attr"]; +"175 compressed_weight_updated_constant15" [id=175, type="get_attr"]; +"176 quantize_per_channel_default_15" [id=176, type="quantize_per_channel"]; +"177 dequantize_per_channel_default_15" [id=177, type="dequantize_per_channel"]; +"178 conv2d_13" [id=178, type=conv2d]; +"179 relu_13" [id=179, type=relu]; +"180 quantize_per_tensor_default_18" [id=180, type="quantize_per_tensor"]; +"181 dequantize_per_tensor_default_18" [id=181, type="dequantize_per_tensor"]; +"182 conv_transpose2d_2_scale_0" [id=182, type="get_attr"]; +"183 conv_transpose2d_2_zero_point_0" [id=183, type="get_attr"]; +"184 compressed_weight_updated_constant16" [id=184, type="get_attr"]; +"185 quantize_per_channel_default_16" [id=185, type="quantize_per_channel"]; +"186 dequantize_per_channel_default_16" [id=186, type="dequantize_per_channel"]; +"187 conv_transpose2d_2" [id=187, type="conv_transpose2d"]; +"188 quantize_per_tensor_default_2" [id=188, type="quantize_per_tensor"]; +"189 dequantize_per_tensor_default_2" [id=189, type="dequantize_per_tensor"]; +"190 slice_9" [id=190, type=slice]; +"191 slice_10" [id=191, type=slice]; +"192 slice_11" [id=192, type=slice]; +"193 slice_12" [id=193, type=slice]; +"194 cat_2" [id=194, type=cat]; +"195 conv2d_14_scale_0" [id=195, type="get_attr"]; +"196 conv2d_14_zero_point_0" [id=196, type="get_attr"]; +"197 compressed_weight_updated_constant17" [id=197, type="get_attr"]; +"198 quantize_per_channel_default_17" [id=198, type="quantize_per_channel"]; +"199 dequantize_per_channel_default_17" [id=199, type="dequantize_per_channel"]; +"200 conv2d_14" [id=200, type=conv2d]; +"201 relu_14" [id=201, type=relu]; +"202 quantize_per_tensor_default_19" [id=202, type="quantize_per_tensor"]; +"203 dequantize_per_tensor_default_19" [id=203, type="dequantize_per_tensor"]; +"204 conv2d_15_scale_0" [id=204, type="get_attr"]; +"205 conv2d_15_zero_point_0" [id=205, type="get_attr"]; +"206 compressed_weight_updated_constant18" [id=206, type="get_attr"]; +"207 quantize_per_channel_default_18" [id=207, type="quantize_per_channel"]; +"208 dequantize_per_channel_default_18" [id=208, type="dequantize_per_channel"]; +"209 conv2d_15" [id=209, type=conv2d]; +"210 relu_15" [id=210, type=relu]; +"211 quantize_per_tensor_default_20" [id=211, type="quantize_per_tensor"]; +"212 dequantize_per_tensor_default_20" [id=212, type="dequantize_per_tensor"]; +"213 conv_transpose2d_3_scale_0" [id=213, type="get_attr"]; +"214 conv_transpose2d_3_zero_point_0" [id=214, type="get_attr"]; +"215 compressed_weight_updated_constant19" [id=215, type="get_attr"]; +"216 quantize_per_channel_default_19" [id=216, type="quantize_per_channel"]; 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-"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, type=relu]; -"397 conv2d_39" [id=397, type=conv2d]; -"398 hardsigmoid_6" [id=398, type=hardsigmoid]; -"399 quantize_per_tensor_default_34" [id=399, type=quantize_per_tensor]; -"400 dequantize_per_tensor_default_45" [id=400, type=dequantize_per_tensor]; -"401 mul_6" [id=401, type=mul]; -"402 quantize_per_tensor_default_35" [id=402, type=quantize_per_tensor]; -"403 dequantize_per_tensor_default_46" [id=403, type=dequantize_per_tensor]; -"404 features_9_block_3_0_weight_bias" [id=404, type=get_attr]; -"405 scale_updated_constant26" [id=405, type=get_attr]; -"406 compressed_weight_updated_constant26" [id=406, type=get_attr]; -"407 mul_tensor_26" [id=407, type=mul]; -"408 zero_point_updated_constant26" [id=408, type=get_attr]; -"409 sub_tensor_26" [id=409, type=sub]; -"410 conv2d_40" [id=410, type=conv2d]; -"411 quantize_per_tensor_default_36" [id=411, type=quantize_per_tensor]; -"412 dequantize_per_tensor_default_48" [id=412, type=dequantize_per_tensor]; -"413 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]; -"430 zero_point_updated_constant28" [id=430, type=get_attr]; -"431 sub_tensor_28" [id=431, type=sub]; -"432 conv2d_42" [id=432, type=conv2d]; -"433 hardswish__14" [id=433, type=hardswish_]; -"434 quantize_per_tensor_default_37" [id=434, type=quantize_per_tensor]; -"435 dequantize_per_tensor_default_50" [id=435, type=dequantize_per_tensor]; -"436 dequantize_per_tensor_default_49" [id=436, type=dequantize_per_tensor]; -"437 adaptive_avg_pool2d_7" [id=437, type=adaptive_avg_pool2d]; -"438 conv2d_43" [id=438, type=conv2d]; -"439 relu_7" [id=439, type=relu]; -"440 conv2d_44" [id=440, type=conv2d]; -"441 hardsigmoid_7" [id=441, type=hardsigmoid]; -"442 quantize_per_tensor_default_38" [id=442, type=quantize_per_tensor]; -"443 dequantize_per_tensor_default_51" [id=443, type=dequantize_per_tensor]; -"444 mul_7" [id=444, type=mul]; -"445 quantize_per_tensor_default_39" [id=445, type=quantize_per_tensor]; -"446 dequantize_per_tensor_default_52" [id=446, type=dequantize_per_tensor]; -"447 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" [id=463, type=mul]; -"464 zero_point_updated_constant30" [id=464, type=get_attr]; -"465 sub_tensor_30" [id=465, type=sub]; -"466 conv2d_46" [id=466, type=conv2d]; -"467 hardswish__15_scale_0" [id=467, type=get_attr]; -"468 hardswish__15_zero_point_0" [id=468, type=get_attr]; -"469 hardswish__15" [id=469, type=hardswish_]; -"470 quantize_per_channel_default_41" [id=470, type=quantize_per_channel]; -"471 dequantize_per_channel_default_41" [id=471, type=dequantize_per_channel]; -"472 features_11_block_1_0_weight_bias" [id=472, type=get_attr]; -"473 scale_updated_constant31" [id=473, type=get_attr]; -"474 compressed_weight_updated_constant31" [id=474, type=get_attr]; -"475 mul_tensor_31" [id=475, type=mul]; -"476 zero_point_updated_constant31" [id=476, type=get_attr]; -"477 sub_tensor_31" [id=477, type=sub]; -"478 conv2d_47" [id=478, type=conv2d]; -"479 hardswish__16" [id=479, type=hardswish_]; -"480 quantize_per_tensor_default_42" [id=480, type=quantize_per_tensor]; -"481 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]; +"60 relu_" [id=60, type="relu_"]; +"61 quantize_per_tensor_4" [id=61, type="quantize_per_tensor"]; +"62 dequantize_per_tensor_5" [id=62, type="dequantize_per_tensor"]; +"63 adaptive_avg_pool2d" [id=63, type="adaptive_avg_pool2d"]; +"64 conv2d_2" [id=64, type=conv2d]; +"65 relu" [id=65, type=relu]; +"66 conv2d_3" [id=66, type=conv2d]; +"67 hardsigmoid" [id=67, type=hardsigmoid]; +"68 quantize_per_tensor_6" [id=68, type="quantize_per_tensor"]; +"69 dequantize_per_tensor_7" [id=69, type="dequantize_per_tensor"]; +"70 mul" [id=70, type=mul]; +"71 quantize_per_tensor_8" [id=71, type="quantize_per_tensor"]; +"72 dequantize_per_tensor_9" [id=72, type="dequantize_per_tensor"]; +"73 features_1_block_2_0_weight_bias" [id=73, type="get_attr"]; +"74 scale_updated_constant2" [id=74, type="get_attr"]; +"75 compressed_weight_updated_constant2" [id=75, type="get_attr"]; +"76 mul_tensor_2" [id=76, type=mul]; +"77 zero_point_updated_constant2" [id=77, type="get_attr"]; +"78 sub_tensor_2" [id=78, type=sub]; +"79 conv2d_4" [id=79, type=conv2d]; +"80 quantize_per_tensor_10" [id=80, type="quantize_per_tensor"]; +"81 dequantize_per_tensor_11" [id=81, type="dequantize_per_tensor"]; +"82 features_2_block_0_0_weight_bias" [id=82, type="get_attr"]; +"83 scale_updated_constant3" [id=83, type="get_attr"]; +"84 compressed_weight_updated_constant3" [id=84, type="get_attr"]; +"85 mul_tensor_3" [id=85, type=mul]; +"86 zero_point_updated_constant3" [id=86, type="get_attr"]; +"87 sub_tensor_3" [id=87, type=sub]; +"88 conv2d_5" [id=88, type=conv2d]; +"89 relu__1_scale_0" [id=89, type="get_attr"]; +"90 relu__1_zero_point_0" [id=90, type="get_attr"]; +"91 relu__1" [id=91, type="relu_"]; +"92 quantize_per_channel_12" [id=92, type="quantize_per_channel"]; +"93 dequantize_per_channel_13" [id=93, type="dequantize_per_channel"]; +"94 features_2_block_1_0_weight_bias" [id=94, type="get_attr"]; +"95 scale_updated_constant4" [id=95, type="get_attr"]; +"96 compressed_weight_updated_constant4" [id=96, type="get_attr"]; +"97 mul_tensor_4" [id=97, type=mul]; +"98 zero_point_updated_constant4" [id=98, type="get_attr"]; +"99 sub_tensor_4" [id=99, type=sub]; +"100 conv2d_6" [id=100, type=conv2d]; +"101 relu__2" [id=101, type="relu_"]; +"102 quantize_per_tensor_14" [id=102, type="quantize_per_tensor"]; +"103 dequantize_per_tensor_15" [id=103, type="dequantize_per_tensor"]; +"104 features_2_block_2_0_weight_bias" [id=104, type="get_attr"]; 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+"493 mul_tensor_33" -> "495 sub_tensor_33" [style=solid, label="(576, 96, 1, 1)"]; +"494 zero_point_updated_constant33" -> "495 sub_tensor_33" [style=solid, label="(576, 1, 1, 1)"]; +"495 sub_tensor_33" -> "496 conv2d_51" [style=solid, label="(576, 96, 1, 1)"]; +"496 conv2d_51" -> "497 hardswish__17" [style=solid, label="(1, 576, 7, 7)"]; +"497 hardswish__17" -> "498 quantize_per_tensor_116" [style=solid, label="(1, 576, 7, 7)"]; +"498 quantize_per_tensor_116" -> "499 dequantize_per_tensor_117" [style=solid, label="(1, 576, 7, 7)"]; +"499 dequantize_per_tensor_117" -> "500 adaptive_avg_pool2d_9" [style=solid, label="(1, 576, 7, 7)"]; +"500 adaptive_avg_pool2d_9" -> "501 quantize_per_tensor_118" [style=solid, label="(1, 576, 1, 1)"]; +"501 quantize_per_tensor_118" -> "502 dequantize_per_tensor_119" [style=solid, label="(1, 576, 1, 1)"]; +"502 dequantize_per_tensor_119" -> "503 flatten" [style=solid, label="(1, 576, 1, 1)"]; +"503 flatten" -> "509 linear" [style=solid, label="(1, 576)"]; +"504 scale_updated_constant34" -> "506 mul_tensor_34" [style=solid, label="(1024, 1)"]; +"505 compressed_weight_updated_constant34" -> "506 mul_tensor_34" [style=solid, label="(1024, 576)"]; +"506 mul_tensor_34" -> "508 sub_tensor_34" [style=solid, label="(1024, 576)"]; +"507 zero_point_updated_constant34" -> "508 sub_tensor_34" [style=solid, label="(1024, 1)"]; +"508 sub_tensor_34" -> "509 linear" [style=solid, label="(1024, 576)"]; +"509 linear" -> "510 hardswish__18" [style=solid, label="(1, 1024)"]; +"510 hardswish__18" -> "511 quantize_per_tensor_120" [style=solid, label="(1, 1024)"]; +"511 quantize_per_tensor_120" -> "512 dequantize_per_tensor_121" [style=solid, label="(1, 1024)"]; +"512 dequantize_per_tensor_121" -> "513 dropout_" [style=solid, label="(1, 1024)"]; +"513 dropout_" -> "519 linear_1" [style=solid, label="(1, 1024)"]; +"514 scale_updated_constant35" -> "516 mul_tensor_35" [style=solid, label="(1000, 1)"]; +"515 compressed_weight_updated_constant35" -> "516 mul_tensor_35" [style=solid, label="(1000, 1024)"]; +"516 mul_tensor_35" -> "518 sub_tensor_35" [style=solid, label="(1000, 1024)"]; +"517 zero_point_updated_constant35" -> "518 sub_tensor_35" [style=solid, label="(1000, 1)"]; +"518 sub_tensor_35" -> "519 linear_1" [style=solid, label="(1000, 1024)"]; +"519 linear_1" -> "520 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/resnet18.dot b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/resnet18.dot index d819ff3299e..ddc983742c4 100644 --- a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/resnet18.dot +++ b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/resnet18.dot @@ -1,497 +1,483 @@ -strict digraph { -"0 fc_bias" [id=0, type=get_attr]; +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]; +"2 quantize_per_tensor_0" [id=2, type="quantize_per_tensor"]; +"3 dequantize_per_tensor_1" [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]; +"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]; +"11 relu_" [id=11, type="relu_"]; +"12 quantize_per_tensor_2" [id=12, type="quantize_per_tensor"]; +"13 dequantize_per_tensor_3" [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]; +"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]; +"22 relu__1" [id=22, type="relu_"]; +"23 quantize_per_tensor_4" [id=23, type="quantize_per_tensor"]; +"24 dequantize_per_tensor_5" [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]; +"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]; 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-"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]; 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-"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]; 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-"202 conv2d_17" [id=202, type=conv2d]; -"203 quantize_per_tensor_default_24" [id=203, type=quantize_per_tensor]; -"204 dequantize_per_tensor_default_30" [id=204, type=dequantize_per_tensor]; -"205 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]; -"93 quantize_per_tensor_default_11" -> "94 dequantize_per_tensor_default_14" [label="(1, 128, 28, 28)", style=solid]; -"93 quantize_per_tensor_default_11" -> "95 dequantize_per_tensor_default_13" [label="(1, 128, 28, 28)", style=solid]; -"94 dequantize_per_tensor_default_14" -> "115 add__3" [label="(1, 128, 28, 28)", style=solid]; -"95 dequantize_per_tensor_default_13" -> "102 conv2d_8" [label="(1, 128, 28, 28)", style=solid]; -"96 layer2_1_conv1_weight_bias" -> "102 conv2d_8" [label="(128,)", style=solid]; -"97 scale_updated_constant8" -> "99 mul_tensor_8" [label="(128, 1, 1, 1)", style=solid]; -"98 compressed_weight_updated_constant8" -> "99 mul_tensor_8" [label="(128, 128, 3, 3)", style=solid]; -"99 mul_tensor_8" -> "101 sub_tensor_8" [label="(128, 128, 3, 3)", style=solid]; -"100 zero_point_updated_constant8" -> "101 sub_tensor_8" [label="(128, 1, 1, 1)", style=solid]; -"101 sub_tensor_8" -> "102 conv2d_8" [label="(128, 128, 3, 3)", style=solid]; -"102 conv2d_8" -> "103 relu__7" [label="(1, 128, 28, 28)", style=solid]; -"103 relu__7" -> "104 quantize_per_tensor_default_12" [label="(1, 128, 28, 28)", style=solid]; -"104 quantize_per_tensor_default_12" -> "105 dequantize_per_tensor_default_15" [label="(1, 128, 28, 28)", style=solid]; -"105 dequantize_per_tensor_default_15" -> "112 conv2d_9" [label="(1, 128, 28, 28)", style=solid]; -"106 layer2_1_conv2_weight_bias" -> "112 conv2d_9" [label="(128,)", style=solid]; -"107 scale_updated_constant9" -> "109 mul_tensor_9" [label="(128, 1, 1, 1)", style=solid]; -"108 compressed_weight_updated_constant9" -> "109 mul_tensor_9" [label="(128, 128, 3, 3)", style=solid]; -"109 mul_tensor_9" -> "111 sub_tensor_9" [label="(128, 128, 3, 3)", style=solid]; -"110 zero_point_updated_constant9" -> "111 sub_tensor_9" [label="(128, 1, 1, 1)", style=solid]; -"111 sub_tensor_9" -> "112 conv2d_9" [label="(128, 128, 3, 3)", style=solid]; -"112 conv2d_9" -> "113 quantize_per_tensor_default_13" [label="(1, 128, 28, 28)", style=solid]; -"113 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]; -"122 compressed_weight_updated_constant10" -> "123 mul_tensor_10" [label="(256, 128, 3, 3)", style=solid]; -"123 mul_tensor_10" -> "125 sub_tensor_10" [label="(256, 128, 3, 3)", style=solid]; -"124 zero_point_updated_constant10" -> "125 sub_tensor_10" [label="(256, 1, 1, 1)", style=solid]; -"125 sub_tensor_10" -> "126 conv2d_10" [label="(256, 128, 3, 3)", style=solid]; -"126 conv2d_10" -> "127 relu__9" [label="(1, 256, 14, 14)", style=solid]; -"127 relu__9" -> "128 quantize_per_tensor_default_15" [label="(1, 256, 14, 14)", style=solid]; -"128 quantize_per_tensor_default_15" -> "129 dequantize_per_tensor_default_19" [label="(1, 256, 14, 14)", style=solid]; -"129 dequantize_per_tensor_default_19" -> "136 conv2d_11" [label="(1, 256, 14, 14)", style=solid]; -"130 layer3_0_conv2_weight_bias" -> "136 conv2d_11" [label="(256,)", style=solid]; -"131 scale_updated_constant11" -> "133 mul_tensor_11" [label="(256, 1, 1, 1)", style=solid]; -"132 compressed_weight_updated_constant11" -> "133 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]; 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-"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]; 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+"186 sub_tensor_16" -> "187 conv2d_16" [style=solid, label="(512, 512, 3, 3)"]; +"187 conv2d_16" -> "188 quantize_per_tensor_46" [style=solid, label="(1, 512, 7, 7)"]; +"188 quantize_per_tensor_46" -> "189 dequantize_per_tensor_47" [style=solid, label="(1, 512, 7, 7)"]; +"189 dequantize_per_tensor_47" -> "199 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"190 layer4_0_downsample_0_weight_bias" -> "196 conv2d_17" [style=solid, label="(512,)"]; +"191 scale_updated_constant17" -> "193 mul_tensor_17" [style=solid, label="(512, 1, 1, 1)"]; +"192 compressed_weight_updated_constant17" -> "193 mul_tensor_17" [style=solid, label="(512, 256, 1, 1)"]; +"193 mul_tensor_17" -> "195 sub_tensor_17" [style=solid, label="(512, 256, 1, 1)"]; +"194 zero_point_updated_constant17" -> "195 sub_tensor_17" [style=solid, label="(512, 1, 1, 1)"]; +"195 sub_tensor_17" -> "196 conv2d_17" [style=solid, label="(512, 256, 1, 1)"]; +"196 conv2d_17" -> "197 quantize_per_tensor_48" [style=solid, label="(1, 512, 7, 7)"]; +"197 quantize_per_tensor_48" -> "198 dequantize_per_tensor_49" [style=solid, label="(1, 512, 7, 7)"]; +"198 dequantize_per_tensor_49" -> "199 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"199 add__6" -> "200 relu__14" [style=solid, label="(1, 512, 7, 7)"]; +"200 relu__14" -> "201 quantize_per_tensor_50" [style=solid, label="(1, 512, 7, 7)"]; +"201 quantize_per_tensor_50" -> "202 dequantize_per_tensor_51" [style=solid, label="(1, 512, 7, 7)"]; +"202 dequantize_per_tensor_51" -> "209 conv2d_18" [style=solid, label="(1, 512, 7, 7)"]; +"202 dequantize_per_tensor_51" -> "222 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"203 layer4_1_conv1_weight_bias" -> "209 conv2d_18" [style=solid, label="(512,)"]; +"204 scale_updated_constant18" -> "206 mul_tensor_18" [style=solid, label="(512, 1, 1, 1)"]; +"205 compressed_weight_updated_constant18" -> "206 mul_tensor_18" [style=solid, label="(512, 512, 3, 3)"]; +"206 mul_tensor_18" -> "208 sub_tensor_18" [style=solid, label="(512, 512, 3, 3)"]; +"207 zero_point_updated_constant18" -> "208 sub_tensor_18" [style=solid, label="(512, 1, 1, 1)"]; +"208 sub_tensor_18" -> "209 conv2d_18" [style=solid, label="(512, 512, 3, 3)"]; +"209 conv2d_18" -> "210 relu__15" [style=solid, label="(1, 512, 7, 7)"]; +"210 relu__15" -> "211 quantize_per_tensor_52" [style=solid, label="(1, 512, 7, 7)"]; +"211 quantize_per_tensor_52" -> "212 dequantize_per_tensor_53" [style=solid, label="(1, 512, 7, 7)"]; +"212 dequantize_per_tensor_53" -> "219 conv2d_19" [style=solid, label="(1, 512, 7, 7)"]; +"213 layer4_1_conv2_weight_bias" -> "219 conv2d_19" [style=solid, label="(512,)"]; +"214 scale_updated_constant19" -> "216 mul_tensor_19" [style=solid, label="(512, 1, 1, 1)"]; +"215 compressed_weight_updated_constant19" -> "216 mul_tensor_19" [style=solid, label="(512, 512, 3, 3)"]; +"216 mul_tensor_19" -> "218 sub_tensor_19" [style=solid, label="(512, 512, 3, 3)"]; +"217 zero_point_updated_constant19" -> "218 sub_tensor_19" [style=solid, label="(512, 1, 1, 1)"]; +"218 sub_tensor_19" -> "219 conv2d_19" [style=solid, label="(512, 512, 3, 3)"]; +"219 conv2d_19" -> "220 quantize_per_tensor_54" [style=solid, label="(1, 512, 7, 7)"]; +"220 quantize_per_tensor_54" -> "221 dequantize_per_tensor_55" [style=solid, label="(1, 512, 7, 7)"]; +"221 dequantize_per_tensor_55" -> "222 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"222 add__7" -> "223 relu__16" [style=solid, label="(1, 512, 7, 7)"]; +"223 relu__16" -> "224 quantize_per_tensor_56" [style=solid, label="(1, 512, 7, 7)"]; +"224 quantize_per_tensor_56" -> "225 dequantize_per_tensor_57" [style=solid, label="(1, 512, 7, 7)"]; +"225 dequantize_per_tensor_57" -> "226 adaptive_avg_pool2d" [style=solid, label="(1, 512, 7, 7)"]; +"226 adaptive_avg_pool2d" -> "227 quantize_per_tensor_58" [style=solid, label="(1, 512, 1, 1)"]; +"227 quantize_per_tensor_58" -> "228 dequantize_per_tensor_59" [style=solid, label="(1, 512, 1, 1)"]; +"228 dequantize_per_tensor_59" -> "229 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"229 flatten" -> "235 linear" [style=solid, label="(1, 512)"]; +"230 scale_updated_constant20" -> "232 mul_tensor_20" [style=solid, label="(1000, 1)"]; +"231 compressed_weight_updated_constant20" -> "232 mul_tensor_20" [style=solid, label="(1000, 512)"]; +"232 mul_tensor_20" -> "234 sub_tensor_20" [style=solid, label="(1000, 512)"]; +"233 zero_point_updated_constant20" -> "234 sub_tensor_20" [style=solid, label="(1000, 1)"]; +"234 sub_tensor_20" -> "235 linear" [style=solid, label="(1000, 512)"]; +"235 linear" -> "236 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/swin_v2_t.dot b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/swin_v2_t.dot index 1c584d9a6c1..2ff664cb1bf 100644 --- a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/swin_v2_t.dot +++ b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/swin_v2_t.dot @@ -201,8 +201,8 @@ strict digraph { "199 features_5_5_attn_lifted_tensor_43" [id=199, type="get_attr"]; "200 features_5_5_attn_lifted_tensor_44" [id=200, type="get_attr"]; "201 x" [id=201, type=input]; -"202 quantize_per_tensor_default" [id=202, type="quantize_per_tensor"]; -"203 dequantize_per_tensor_default" [id=203, type="dequantize_per_tensor"]; +"202 quantize_per_tensor_0" [id=202, type="quantize_per_tensor"]; +"203 dequantize_per_tensor_1" [id=203, type="dequantize_per_tensor"]; "204 scale_updated_constant0" [id=204, type="get_attr"]; "205 compressed_weight_updated_constant0" [id=205, type="get_attr"]; "206 mul_tensor" [id=206, type=mul]; @@ -234,8 +234,8 @@ strict digraph { "232 slice_1" [id=232, type=slice]; "233 zero_" [id=233, type="zero_"]; "234 reshape_0_0_nncf_smooth_quant_0" [id=234, type="call_module"]; -"235 quantize_per_tensor_default_1" [id=235, type="quantize_per_tensor"]; -"236 dequantize_per_tensor_default_1" [id=236, type="dequantize_per_tensor"]; +"235 quantize_per_tensor_2" [id=235, type="quantize_per_tensor"]; +"236 dequantize_per_tensor_3" [id=236, type="dequantize_per_tensor"]; "237 scale_updated_constant1" [id=237, type="get_attr"]; "238 compressed_weight_updated_constant1" [id=238, type="get_attr"]; "239 mul_tensor_1" [id=239, type=mul]; @@ -251,14 +251,14 @@ strict digraph { "249 clamp_min" [id=249, type="clamp_min"]; "250 expand_as" [id=250, type="expand_as"]; "251 div" [id=251, type=div]; -"252 quantize_per_tensor_default_2" [id=252, type="quantize_per_tensor"]; -"253 dequantize_per_tensor_default_2" [id=253, type="dequantize_per_tensor"]; +"252 quantize_per_tensor_4" [id=252, type="quantize_per_tensor"]; +"253 dequantize_per_tensor_5" [id=253, type="dequantize_per_tensor"]; "254 linalg_vector_norm_1" [id=254, type="linalg_vector_norm"]; "255 clamp_min_1" [id=255, type="clamp_min"]; "256 expand_as_1" [id=256, type="expand_as"]; "257 div_1" [id=257, type=div]; -"258 quantize_per_tensor_default_3" [id=258, type="quantize_per_tensor"]; -"259 dequantize_per_tensor_default_3" [id=259, type="dequantize_per_tensor"]; +"258 quantize_per_tensor_6" [id=258, type="quantize_per_tensor"]; +"259 dequantize_per_tensor_7" [id=259, type="dequantize_per_tensor"]; "260 transpose" [id=260, type=transpose]; "261 matmul" [id=261, type=matmul]; "262 clamp" [id=262, type=clamp]; @@ -271,8 +271,8 @@ strict digraph { "269 transpose_1" [id=269, type=transpose]; "270 reshape_2" [id=270, type=reshape]; "271 reshape_2_0_0_nncf_smooth_quant_0" [id=271, type="call_module"]; -"272 quantize_per_tensor_default_4" [id=272, type="quantize_per_tensor"]; -"273 dequantize_per_tensor_default_4" [id=273, type="dequantize_per_tensor"]; +"272 quantize_per_tensor_8" [id=272, type="quantize_per_tensor"]; +"273 dequantize_per_tensor_9" [id=273, type="dequantize_per_tensor"]; "274 scale_updated_constant2" [id=274, type="get_attr"]; "275 compressed_weight_updated_constant2" [id=275, type="get_attr"]; "276 mul_tensor_2" [id=276, type=mul]; @@ -288,8 +288,8 @@ strict digraph { "286 layer_norm_1" [id=286, type="layer_norm"]; "287 add_1" [id=287, type=add]; "288 add_1_0_0_nncf_smooth_quant_0" [id=288, type="call_module"]; -"289 quantize_per_tensor_default_5" [id=289, type="quantize_per_tensor"]; -"290 dequantize_per_tensor_default_5" [id=290, type="dequantize_per_tensor"]; +"289 quantize_per_tensor_10" [id=289, type="quantize_per_tensor"]; +"290 dequantize_per_tensor_11" [id=290, type="dequantize_per_tensor"]; "291 scale_updated_constant3" [id=291, type="get_attr"]; "292 compressed_weight_updated_constant3" [id=292, type="get_attr"]; "293 mul_tensor_3" [id=293, type=mul]; @@ -299,8 +299,8 @@ strict digraph { "297 gelu" [id=297, type=gelu]; "298 dropout_2" [id=298, type=dropout]; "299 dropout_2_0_0_nncf_smooth_quant_0" [id=299, type="call_module"]; -"300 quantize_per_tensor_default_6" [id=300, type="quantize_per_tensor"]; -"301 dequantize_per_tensor_default_6" [id=301, type="dequantize_per_tensor"]; +"300 quantize_per_tensor_12" [id=300, type="quantize_per_tensor"]; +"301 dequantize_per_tensor_13" [id=301, type="dequantize_per_tensor"]; "302 scale_updated_constant4" [id=302, type="get_attr"]; "303 compressed_weight_updated_constant4" [id=303, type="get_attr"]; "304 mul_tensor_4" [id=304, type=mul]; @@ -334,8 +334,8 @@ strict digraph { "332 slice_4" [id=332, type=slice]; "333 zero__1" [id=333, type="zero_"]; "334 reshape_4_0_0_nncf_smooth_quant_0" [id=334, type="call_module"]; -"335 quantize_per_tensor_default_7" [id=335, type="quantize_per_tensor"]; -"336 dequantize_per_tensor_default_7" [id=336, type="dequantize_per_tensor"]; +"335 quantize_per_tensor_14" [id=335, type="quantize_per_tensor"]; +"336 dequantize_per_tensor_15" [id=336, type="dequantize_per_tensor"]; "337 scale_updated_constant5" [id=337, type="get_attr"]; "338 compressed_weight_updated_constant5" [id=338, type="get_attr"]; "339 mul_tensor_5" [id=339, type=mul]; @@ -351,14 +351,14 @@ strict digraph { "349 clamp_min_2" [id=349, type="clamp_min"]; "350 expand_as_2" [id=350, type="expand_as"]; "351 div_2" [id=351, type=div]; -"352 quantize_per_tensor_default_8" [id=352, type="quantize_per_tensor"]; -"353 dequantize_per_tensor_default_8" [id=353, type="dequantize_per_tensor"]; +"352 quantize_per_tensor_16" [id=352, type="quantize_per_tensor"]; +"353 dequantize_per_tensor_17" [id=353, type="dequantize_per_tensor"]; "354 linalg_vector_norm_3" [id=354, type="linalg_vector_norm"]; "355 clamp_min_3" [id=355, type="clamp_min"]; "356 expand_as_3" [id=356, type="expand_as"]; "357 div_3" [id=357, type=div]; -"358 quantize_per_tensor_default_9" [id=358, type="quantize_per_tensor"]; -"359 dequantize_per_tensor_default_9" [id=359, type="dequantize_per_tensor"]; +"358 quantize_per_tensor_18" [id=358, type="quantize_per_tensor"]; +"359 dequantize_per_tensor_19" [id=359, type="dequantize_per_tensor"]; "360 transpose_2" [id=360, type=transpose]; "361 matmul_2" [id=361, type=matmul]; "362 clamp_1" [id=362, type=clamp]; @@ -423,8 +423,8 @@ strict digraph { "421 transpose_3" [id=421, type=transpose]; "422 reshape_7" [id=422, type=reshape]; "423 reshape_7_0_0_nncf_smooth_quant_0" [id=423, type="call_module"]; -"424 quantize_per_tensor_default_10" [id=424, type="quantize_per_tensor"]; -"425 dequantize_per_tensor_default_10" [id=425, type="dequantize_per_tensor"]; +"424 quantize_per_tensor_20" [id=424, type="quantize_per_tensor"]; +"425 dequantize_per_tensor_21" [id=425, type="dequantize_per_tensor"]; "426 scale_updated_constant6" [id=426, type="get_attr"]; "427 compressed_weight_updated_constant6" [id=427, type="get_attr"]; "428 mul_tensor_6" [id=428, type=mul]; @@ -441,8 +441,8 @@ strict digraph { "439 layer_norm_3" [id=439, type="layer_norm"]; "440 add_5" [id=440, type=add]; "441 add_5_0_0_nncf_smooth_quant_0" [id=441, type="call_module"]; -"442 quantize_per_tensor_default_11" [id=442, type="quantize_per_tensor"]; -"443 dequantize_per_tensor_default_11" [id=443, type="dequantize_per_tensor"]; +"442 quantize_per_tensor_22" [id=442, type="quantize_per_tensor"]; +"443 dequantize_per_tensor_23" [id=443, type="dequantize_per_tensor"]; "444 scale_updated_constant7" [id=444, type="get_attr"]; "445 compressed_weight_updated_constant7" [id=445, type="get_attr"]; "446 mul_tensor_7" [id=446, type=mul]; @@ -452,8 +452,8 @@ strict digraph { "450 gelu_1" [id=450, type=gelu]; "451 dropout_6" [id=451, type=dropout]; "452 dropout_6_0_0_nncf_smooth_quant_0" [id=452, type="call_module"]; -"453 quantize_per_tensor_default_12" [id=453, type="quantize_per_tensor"]; -"454 dequantize_per_tensor_default_12" [id=454, type="dequantize_per_tensor"]; +"453 quantize_per_tensor_24" [id=453, type="quantize_per_tensor"]; +"454 dequantize_per_tensor_25" [id=454, type="dequantize_per_tensor"]; "455 scale_updated_constant8" [id=455, type="get_attr"]; "456 compressed_weight_updated_constant8" [id=456, type="get_attr"]; "457 mul_tensor_8" [id=457, type=mul]; @@ -478,8 +478,8 @@ strict digraph { "476 slice_36" [id=476, type=slice]; "477 cat" [id=477, type=cat]; "478 cat_0_0_nncf_smooth_quant_0" [id=478, type="call_module"]; -"479 quantize_per_tensor_default_13" [id=479, type="quantize_per_tensor"]; -"480 dequantize_per_tensor_default_13" [id=480, type="dequantize_per_tensor"]; +"479 quantize_per_tensor_26" [id=479, type="quantize_per_tensor"]; +"480 dequantize_per_tensor_27" [id=480, type="dequantize_per_tensor"]; "481 scale_updated_constant9" [id=481, type="get_attr"]; "482 compressed_weight_updated_constant9" [id=482, type="get_attr"]; "483 mul_tensor_9" [id=483, type=mul]; @@ -510,8 +510,8 @@ strict digraph { "508 slice_37" [id=508, type=slice]; "509 zero__2" [id=509, type="zero_"]; "510 reshape_9_0_0_nncf_smooth_quant_0" [id=510, type="call_module"]; -"511 quantize_per_tensor_default_14" [id=511, type="quantize_per_tensor"]; -"512 dequantize_per_tensor_default_14" [id=512, type="dequantize_per_tensor"]; +"511 quantize_per_tensor_28" [id=511, type="quantize_per_tensor"]; +"512 dequantize_per_tensor_29" [id=512, type="dequantize_per_tensor"]; "513 scale_updated_constant10" [id=513, type="get_attr"]; "514 compressed_weight_updated_constant10" [id=514, type="get_attr"]; "515 mul_tensor_10" [id=515, type=mul]; @@ -527,14 +527,14 @@ strict digraph { "525 clamp_min_4" [id=525, type="clamp_min"]; "526 expand_as_4" [id=526, type="expand_as"]; "527 div_4" [id=527, type=div]; -"528 quantize_per_tensor_default_15" [id=528, type="quantize_per_tensor"]; -"529 dequantize_per_tensor_default_15" [id=529, type="dequantize_per_tensor"]; +"528 quantize_per_tensor_30" [id=528, type="quantize_per_tensor"]; +"529 dequantize_per_tensor_31" [id=529, type="dequantize_per_tensor"]; "530 linalg_vector_norm_5" [id=530, type="linalg_vector_norm"]; "531 clamp_min_5" [id=531, type="clamp_min"]; "532 expand_as_5" [id=532, type="expand_as"]; "533 div_5" [id=533, type=div]; -"534 quantize_per_tensor_default_16" [id=534, type="quantize_per_tensor"]; -"535 dequantize_per_tensor_default_16" [id=535, type="dequantize_per_tensor"]; +"534 quantize_per_tensor_32" [id=534, type="quantize_per_tensor"]; +"535 dequantize_per_tensor_33" [id=535, type="dequantize_per_tensor"]; "536 transpose_4" [id=536, type=transpose]; "537 matmul_4" [id=537, type=matmul]; "538 clamp_2" [id=538, type=clamp]; @@ -547,8 +547,8 @@ strict digraph { "545 transpose_5" [id=545, type=transpose]; "546 reshape_11" [id=546, type=reshape]; "547 reshape_11_0_0_nncf_smooth_quant_0" [id=547, type="call_module"]; -"548 quantize_per_tensor_default_17" [id=548, type="quantize_per_tensor"]; -"549 dequantize_per_tensor_default_17" [id=549, type="dequantize_per_tensor"]; +"548 quantize_per_tensor_34" [id=548, type="quantize_per_tensor"]; +"549 dequantize_per_tensor_35" [id=549, type="dequantize_per_tensor"]; "550 scale_updated_constant11" [id=550, type="get_attr"]; "551 compressed_weight_updated_constant11" [id=551, type="get_attr"]; "552 mul_tensor_11" [id=552, type=mul]; @@ -567,8 +567,8 @@ strict digraph { "565 layer_norm_6" [id=565, type="layer_norm"]; "566 add_8" [id=566, type=add]; "567 add_8_0_0_nncf_smooth_quant_0" [id=567, type="call_module"]; -"568 quantize_per_tensor_default_18" [id=568, type="quantize_per_tensor"]; -"569 dequantize_per_tensor_default_18" [id=569, type="dequantize_per_tensor"]; +"568 quantize_per_tensor_36" [id=568, type="quantize_per_tensor"]; +"569 dequantize_per_tensor_37" [id=569, type="dequantize_per_tensor"]; "570 scale_updated_constant12" [id=570, type="get_attr"]; "571 compressed_weight_updated_constant12" [id=571, type="get_attr"]; "572 mul_tensor_12" [id=572, type=mul]; @@ -578,8 +578,8 @@ strict digraph { "576 gelu_2" [id=576, type=gelu]; "577 dropout_10" [id=577, type=dropout]; "578 dropout_10_0_0_nncf_smooth_quant_0" [id=578, type="call_module"]; -"579 quantize_per_tensor_default_19" [id=579, type="quantize_per_tensor"]; -"580 dequantize_per_tensor_default_19" [id=580, type="dequantize_per_tensor"]; +"579 quantize_per_tensor_38" [id=579, type="quantize_per_tensor"]; +"580 dequantize_per_tensor_39" [id=580, type="dequantize_per_tensor"]; "581 scale_updated_constant13" [id=581, type="get_attr"]; "582 compressed_weight_updated_constant13" [id=582, type="get_attr"]; "583 mul_tensor_13" [id=583, type=mul]; @@ -613,8 +613,8 @@ strict digraph { "611 slice_42" [id=611, type=slice]; "612 zero__3" [id=612, type="zero_"]; "613 reshape_13_0_0_nncf_smooth_quant_0" [id=613, type="call_module"]; -"614 quantize_per_tensor_default_20" [id=614, type="quantize_per_tensor"]; -"615 dequantize_per_tensor_default_20" [id=615, type="dequantize_per_tensor"]; +"614 quantize_per_tensor_40" [id=614, type="quantize_per_tensor"]; +"615 dequantize_per_tensor_41" [id=615, type="dequantize_per_tensor"]; "616 scale_updated_constant14" [id=616, type="get_attr"]; "617 compressed_weight_updated_constant14" [id=617, type="get_attr"]; "618 mul_tensor_14" [id=618, type=mul]; @@ -630,14 +630,14 @@ strict digraph { "628 clamp_min_6" [id=628, type="clamp_min"]; "629 expand_as_6" [id=629, type="expand_as"]; "630 div_6" [id=630, type=div]; -"631 quantize_per_tensor_default_21" [id=631, type="quantize_per_tensor"]; -"632 dequantize_per_tensor_default_21" [id=632, type="dequantize_per_tensor"]; +"631 quantize_per_tensor_42" [id=631, type="quantize_per_tensor"]; +"632 dequantize_per_tensor_43" [id=632, type="dequantize_per_tensor"]; "633 linalg_vector_norm_7" [id=633, type="linalg_vector_norm"]; "634 clamp_min_7" [id=634, type="clamp_min"]; "635 expand_as_7" [id=635, type="expand_as"]; "636 div_7" [id=636, type=div]; -"637 quantize_per_tensor_default_22" [id=637, type="quantize_per_tensor"]; -"638 dequantize_per_tensor_default_22" [id=638, type="dequantize_per_tensor"]; +"637 quantize_per_tensor_44" [id=637, type="quantize_per_tensor"]; +"638 dequantize_per_tensor_45" [id=638, type="dequantize_per_tensor"]; "639 transpose_6" [id=639, type=transpose]; "640 matmul_6" [id=640, type=matmul]; "641 clamp_3" [id=641, type=clamp]; @@ -702,8 +702,8 @@ strict digraph { "700 transpose_7" [id=700, type=transpose]; "701 reshape_16" [id=701, type=reshape]; "702 reshape_16_0_0_nncf_smooth_quant_0" [id=702, type="call_module"]; -"703 quantize_per_tensor_default_23" [id=703, type="quantize_per_tensor"]; -"704 dequantize_per_tensor_default_23" [id=704, type="dequantize_per_tensor"]; +"703 quantize_per_tensor_46" [id=703, type="quantize_per_tensor"]; +"704 dequantize_per_tensor_47" [id=704, type="dequantize_per_tensor"]; "705 scale_updated_constant15" [id=705, type="get_attr"]; "706 compressed_weight_updated_constant15" [id=706, type="get_attr"]; "707 mul_tensor_15" [id=707, type=mul]; @@ -723,8 +723,8 @@ strict digraph { "721 layer_norm_8" [id=721, type="layer_norm"]; "722 add_12" [id=722, type=add]; "723 add_12_0_0_nncf_smooth_quant_0" [id=723, type="call_module"]; -"724 quantize_per_tensor_default_24" [id=724, type="quantize_per_tensor"]; -"725 dequantize_per_tensor_default_24" [id=725, type="dequantize_per_tensor"]; +"724 quantize_per_tensor_48" [id=724, type="quantize_per_tensor"]; +"725 dequantize_per_tensor_49" [id=725, type="dequantize_per_tensor"]; "726 scale_updated_constant16" [id=726, type="get_attr"]; "727 compressed_weight_updated_constant16" [id=727, type="get_attr"]; "728 mul_tensor_16" [id=728, type=mul]; @@ -734,8 +734,8 @@ strict digraph { "732 gelu_3" [id=732, type=gelu]; "733 dropout_14" [id=733, type=dropout]; "734 dropout_14_0_0_nncf_smooth_quant_0" [id=734, type="call_module"]; -"735 quantize_per_tensor_default_25" [id=735, type="quantize_per_tensor"]; -"736 dequantize_per_tensor_default_25" [id=736, type="dequantize_per_tensor"]; +"735 quantize_per_tensor_50" [id=735, type="quantize_per_tensor"]; +"736 dequantize_per_tensor_51" [id=736, type="dequantize_per_tensor"]; "737 scale_updated_constant17" [id=737, type="get_attr"]; "738 compressed_weight_updated_constant17" [id=738, type="get_attr"]; "739 mul_tensor_17" [id=739, type=mul]; @@ -760,8 +760,8 @@ strict digraph { "758 slice_76" [id=758, type=slice]; "759 cat_1" [id=759, type=cat]; "760 cat_1_0_0_nncf_smooth_quant_0" [id=760, type="call_module"]; -"761 quantize_per_tensor_default_26" [id=761, type="quantize_per_tensor"]; -"762 dequantize_per_tensor_default_26" [id=762, type="dequantize_per_tensor"]; +"761 quantize_per_tensor_52" [id=761, type="quantize_per_tensor"]; +"762 dequantize_per_tensor_53" [id=762, type="dequantize_per_tensor"]; "763 scale_updated_constant18" [id=763, type="get_attr"]; "764 compressed_weight_updated_constant18" [id=764, type="get_attr"]; "765 mul_tensor_18" [id=765, type=mul]; @@ -792,8 +792,8 @@ strict digraph { "790 slice_77" [id=790, type=slice]; "791 zero__4" [id=791, type="zero_"]; "792 reshape_18_0_0_nncf_smooth_quant_0" [id=792, type="call_module"]; -"793 quantize_per_tensor_default_27" [id=793, type="quantize_per_tensor"]; -"794 dequantize_per_tensor_default_27" [id=794, type="dequantize_per_tensor"]; +"793 quantize_per_tensor_54" [id=793, type="quantize_per_tensor"]; +"794 dequantize_per_tensor_55" [id=794, type="dequantize_per_tensor"]; "795 scale_updated_constant19" [id=795, type="get_attr"]; "796 compressed_weight_updated_constant19" [id=796, type="get_attr"]; "797 mul_tensor_19" [id=797, type=mul]; @@ -809,14 +809,14 @@ strict digraph { "807 clamp_min_8" [id=807, type="clamp_min"]; "808 expand_as_8" [id=808, type="expand_as"]; "809 div_8" [id=809, type=div]; -"810 quantize_per_tensor_default_28" [id=810, type="quantize_per_tensor"]; -"811 dequantize_per_tensor_default_28" [id=811, type="dequantize_per_tensor"]; +"810 quantize_per_tensor_56" [id=810, type="quantize_per_tensor"]; +"811 dequantize_per_tensor_57" [id=811, type="dequantize_per_tensor"]; "812 linalg_vector_norm_9" [id=812, type="linalg_vector_norm"]; "813 clamp_min_9" [id=813, type="clamp_min"]; "814 expand_as_9" [id=814, type="expand_as"]; "815 div_9" [id=815, type=div]; -"816 quantize_per_tensor_default_29" [id=816, type="quantize_per_tensor"]; -"817 dequantize_per_tensor_default_29" [id=817, type="dequantize_per_tensor"]; +"816 quantize_per_tensor_58" [id=816, type="quantize_per_tensor"]; +"817 dequantize_per_tensor_59" [id=817, type="dequantize_per_tensor"]; "818 transpose_8" [id=818, type=transpose]; "819 matmul_8" [id=819, type=matmul]; "820 clamp_4" [id=820, type=clamp]; @@ -829,8 +829,8 @@ strict digraph { "827 transpose_9" [id=827, type=transpose]; "828 reshape_20" [id=828, type=reshape]; "829 reshape_20_0_0_nncf_smooth_quant_0" [id=829, type="call_module"]; -"830 quantize_per_tensor_default_30" [id=830, type="quantize_per_tensor"]; -"831 dequantize_per_tensor_default_30" [id=831, type="dequantize_per_tensor"]; +"830 quantize_per_tensor_60" [id=830, type="quantize_per_tensor"]; +"831 dequantize_per_tensor_61" [id=831, type="dequantize_per_tensor"]; "832 scale_updated_constant20" [id=832, type="get_attr"]; "833 compressed_weight_updated_constant20" [id=833, type="get_attr"]; "834 mul_tensor_20" [id=834, type=mul]; @@ -849,8 +849,8 @@ strict digraph { "847 layer_norm_11" [id=847, type="layer_norm"]; "848 add_15" [id=848, type=add]; "849 add_15_0_0_nncf_smooth_quant_0" [id=849, type="call_module"]; -"850 quantize_per_tensor_default_31" [id=850, type="quantize_per_tensor"]; -"851 dequantize_per_tensor_default_31" [id=851, type="dequantize_per_tensor"]; +"850 quantize_per_tensor_62" [id=850, type="quantize_per_tensor"]; +"851 dequantize_per_tensor_63" [id=851, type="dequantize_per_tensor"]; "852 scale_updated_constant21" [id=852, type="get_attr"]; "853 compressed_weight_updated_constant21" [id=853, type="get_attr"]; "854 mul_tensor_21" [id=854, type=mul]; @@ -860,8 +860,8 @@ strict digraph { "858 gelu_4" [id=858, type=gelu]; "859 dropout_18" [id=859, type=dropout]; "860 dropout_18_0_0_nncf_smooth_quant_0" [id=860, type="call_module"]; -"861 quantize_per_tensor_default_32" [id=861, type="quantize_per_tensor"]; -"862 dequantize_per_tensor_default_32" [id=862, type="dequantize_per_tensor"]; +"861 quantize_per_tensor_64" [id=861, type="quantize_per_tensor"]; +"862 dequantize_per_tensor_65" [id=862, type="dequantize_per_tensor"]; "863 scale_updated_constant22" [id=863, type="get_attr"]; "864 compressed_weight_updated_constant22" [id=864, type="get_attr"]; "865 mul_tensor_22" [id=865, type=mul]; @@ -895,8 +895,8 @@ strict digraph { "893 slice_82" [id=893, type=slice]; "894 zero__5" [id=894, type="zero_"]; "895 reshape_22_0_0_nncf_smooth_quant_0" [id=895, type="call_module"]; -"896 quantize_per_tensor_default_33" [id=896, type="quantize_per_tensor"]; -"897 dequantize_per_tensor_default_33" [id=897, type="dequantize_per_tensor"]; +"896 quantize_per_tensor_66" [id=896, type="quantize_per_tensor"]; +"897 dequantize_per_tensor_67" [id=897, type="dequantize_per_tensor"]; "898 scale_updated_constant23" [id=898, type="get_attr"]; "899 compressed_weight_updated_constant23" [id=899, type="get_attr"]; "900 mul_tensor_23" [id=900, type=mul]; @@ -912,14 +912,14 @@ strict digraph { "910 clamp_min_10" [id=910, type="clamp_min"]; "911 expand_as_10" [id=911, type="expand_as"]; "912 div_10" [id=912, type=div]; -"913 quantize_per_tensor_default_34" [id=913, type="quantize_per_tensor"]; -"914 dequantize_per_tensor_default_34" [id=914, type="dequantize_per_tensor"]; +"913 quantize_per_tensor_68" [id=913, type="quantize_per_tensor"]; +"914 dequantize_per_tensor_69" [id=914, type="dequantize_per_tensor"]; "915 linalg_vector_norm_11" [id=915, type="linalg_vector_norm"]; "916 clamp_min_11" [id=916, type="clamp_min"]; "917 expand_as_11" [id=917, type="expand_as"]; "918 div_11" [id=918, type=div]; -"919 quantize_per_tensor_default_35" [id=919, type="quantize_per_tensor"]; -"920 dequantize_per_tensor_default_35" [id=920, type="dequantize_per_tensor"]; +"919 quantize_per_tensor_70" [id=919, type="quantize_per_tensor"]; +"920 dequantize_per_tensor_71" [id=920, type="dequantize_per_tensor"]; "921 transpose_10" [id=921, type=transpose]; "922 matmul_10" [id=922, type=matmul]; "923 clamp_5" [id=923, type=clamp]; @@ -984,8 +984,8 @@ strict digraph { "982 transpose_11" [id=982, type=transpose]; "983 reshape_25" [id=983, type=reshape]; "984 reshape_25_0_0_nncf_smooth_quant_0" [id=984, type="call_module"]; -"985 quantize_per_tensor_default_36" [id=985, type="quantize_per_tensor"]; -"986 dequantize_per_tensor_default_36" [id=986, type="dequantize_per_tensor"]; +"985 quantize_per_tensor_72" [id=985, type="quantize_per_tensor"]; +"986 dequantize_per_tensor_73" [id=986, type="dequantize_per_tensor"]; "987 scale_updated_constant24" [id=987, type="get_attr"]; "988 compressed_weight_updated_constant24" [id=988, type="get_attr"]; "989 mul_tensor_24" [id=989, type=mul]; @@ -1005,8 +1005,8 @@ strict digraph { "1003 layer_norm_13" [id=1003, type="layer_norm"]; "1004 add_19" [id=1004, type=add]; "1005 add_19_0_0_nncf_smooth_quant_0" [id=1005, type="call_module"]; -"1006 quantize_per_tensor_default_37" [id=1006, type="quantize_per_tensor"]; -"1007 dequantize_per_tensor_default_37" [id=1007, type="dequantize_per_tensor"]; +"1006 quantize_per_tensor_74" [id=1006, type="quantize_per_tensor"]; +"1007 dequantize_per_tensor_75" [id=1007, type="dequantize_per_tensor"]; "1008 scale_updated_constant25" [id=1008, type="get_attr"]; "1009 compressed_weight_updated_constant25" [id=1009, type="get_attr"]; "1010 mul_tensor_25" [id=1010, type=mul]; @@ -1016,8 +1016,8 @@ strict digraph { "1014 gelu_5" [id=1014, type=gelu]; "1015 dropout_22" [id=1015, type=dropout]; "1016 dropout_22_0_0_nncf_smooth_quant_0" [id=1016, type="call_module"]; -"1017 quantize_per_tensor_default_38" [id=1017, type="quantize_per_tensor"]; -"1018 dequantize_per_tensor_default_38" [id=1018, type="dequantize_per_tensor"]; +"1017 quantize_per_tensor_76" [id=1017, type="quantize_per_tensor"]; +"1018 dequantize_per_tensor_77" [id=1018, type="dequantize_per_tensor"]; "1019 scale_updated_constant26" [id=1019, type="get_attr"]; "1020 compressed_weight_updated_constant26" [id=1020, type="get_attr"]; "1021 mul_tensor_26" [id=1021, type=mul]; @@ -1050,8 +1050,8 @@ strict digraph { "1048 slice_105" [id=1048, type=slice]; "1049 zero__6" [id=1049, type="zero_"]; "1050 reshape_27_0_0_nncf_smooth_quant_0" [id=1050, type="call_module"]; -"1051 quantize_per_tensor_default_39" [id=1051, type="quantize_per_tensor"]; -"1052 dequantize_per_tensor_default_39" [id=1052, type="dequantize_per_tensor"]; +"1051 quantize_per_tensor_78" [id=1051, type="quantize_per_tensor"]; +"1052 dequantize_per_tensor_79" [id=1052, type="dequantize_per_tensor"]; "1053 scale_updated_constant27" [id=1053, type="get_attr"]; "1054 compressed_weight_updated_constant27" [id=1054, type="get_attr"]; "1055 mul_tensor_27" [id=1055, type=mul]; @@ -1067,14 +1067,14 @@ strict digraph { "1065 clamp_min_12" [id=1065, type="clamp_min"]; "1066 expand_as_12" [id=1066, type="expand_as"]; "1067 div_12" [id=1067, type=div]; -"1068 quantize_per_tensor_default_40" [id=1068, type="quantize_per_tensor"]; -"1069 dequantize_per_tensor_default_40" [id=1069, type="dequantize_per_tensor"]; +"1068 quantize_per_tensor_80" [id=1068, type="quantize_per_tensor"]; +"1069 dequantize_per_tensor_81" [id=1069, type="dequantize_per_tensor"]; "1070 linalg_vector_norm_13" [id=1070, type="linalg_vector_norm"]; "1071 clamp_min_13" [id=1071, type="clamp_min"]; "1072 expand_as_13" [id=1072, type="expand_as"]; "1073 div_13" [id=1073, type=div]; -"1074 quantize_per_tensor_default_41" [id=1074, type="quantize_per_tensor"]; -"1075 dequantize_per_tensor_default_41" [id=1075, type="dequantize_per_tensor"]; +"1074 quantize_per_tensor_82" [id=1074, type="quantize_per_tensor"]; +"1075 dequantize_per_tensor_83" [id=1075, type="dequantize_per_tensor"]; "1076 transpose_12" [id=1076, type=transpose]; "1077 matmul_12" [id=1077, type=matmul]; "1078 clamp_6" [id=1078, type=clamp]; @@ -1087,8 +1087,8 @@ strict digraph { "1085 transpose_13" [id=1085, type=transpose]; "1086 reshape_29" [id=1086, type=reshape]; "1087 reshape_29_0_0_nncf_smooth_quant_0" [id=1087, type="call_module"]; -"1088 quantize_per_tensor_default_42" [id=1088, type="quantize_per_tensor"]; -"1089 dequantize_per_tensor_default_42" [id=1089, type="dequantize_per_tensor"]; +"1088 quantize_per_tensor_84" [id=1088, type="quantize_per_tensor"]; +"1089 dequantize_per_tensor_85" [id=1089, type="dequantize_per_tensor"]; "1090 scale_updated_constant28" [id=1090, type="get_attr"]; "1091 compressed_weight_updated_constant28" [id=1091, type="get_attr"]; "1092 mul_tensor_28" [id=1092, type=mul]; @@ -1107,8 +1107,8 @@ strict digraph { "1105 layer_norm_15" [id=1105, type="layer_norm"]; "1106 add_22" [id=1106, type=add]; "1107 add_22_0_0_nncf_smooth_quant_0" [id=1107, type="call_module"]; -"1108 quantize_per_tensor_default_43" [id=1108, type="quantize_per_tensor"]; -"1109 dequantize_per_tensor_default_43" [id=1109, type="dequantize_per_tensor"]; +"1108 quantize_per_tensor_86" [id=1108, type="quantize_per_tensor"]; +"1109 dequantize_per_tensor_87" [id=1109, type="dequantize_per_tensor"]; "1110 scale_updated_constant29" [id=1110, type="get_attr"]; "1111 compressed_weight_updated_constant29" [id=1111, type="get_attr"]; "1112 mul_tensor_29" [id=1112, type=mul]; @@ -1118,8 +1118,8 @@ strict digraph { "1116 gelu_6" [id=1116, type=gelu]; "1117 dropout_26" [id=1117, type=dropout]; "1118 dropout_26_0_0_nncf_smooth_quant_0" [id=1118, type="call_module"]; -"1119 quantize_per_tensor_default_44" [id=1119, type="quantize_per_tensor"]; -"1120 dequantize_per_tensor_default_44" [id=1120, type="dequantize_per_tensor"]; +"1119 quantize_per_tensor_88" [id=1119, type="quantize_per_tensor"]; +"1120 dequantize_per_tensor_89" [id=1120, type="dequantize_per_tensor"]; "1121 scale_updated_constant30" [id=1121, type="get_attr"]; "1122 compressed_weight_updated_constant30" [id=1122, type="get_attr"]; "1123 mul_tensor_30" [id=1123, type=mul]; @@ -1153,8 +1153,8 @@ strict digraph { "1151 slice_110" [id=1151, type=slice]; "1152 zero__7" [id=1152, type="zero_"]; "1153 reshape_31_0_0_nncf_smooth_quant_0" [id=1153, type="call_module"]; -"1154 quantize_per_tensor_default_45" [id=1154, type="quantize_per_tensor"]; -"1155 dequantize_per_tensor_default_45" [id=1155, type="dequantize_per_tensor"]; +"1154 quantize_per_tensor_90" [id=1154, type="quantize_per_tensor"]; +"1155 dequantize_per_tensor_91" [id=1155, type="dequantize_per_tensor"]; "1156 scale_updated_constant31" [id=1156, type="get_attr"]; "1157 compressed_weight_updated_constant31" [id=1157, type="get_attr"]; "1158 mul_tensor_31" [id=1158, type=mul]; @@ -1170,14 +1170,14 @@ strict digraph { "1168 clamp_min_14" [id=1168, type="clamp_min"]; "1169 expand_as_14" [id=1169, type="expand_as"]; "1170 div_14" [id=1170, type=div]; -"1171 quantize_per_tensor_default_46" [id=1171, type="quantize_per_tensor"]; -"1172 dequantize_per_tensor_default_46" [id=1172, type="dequantize_per_tensor"]; +"1171 quantize_per_tensor_92" [id=1171, type="quantize_per_tensor"]; +"1172 dequantize_per_tensor_93" [id=1172, type="dequantize_per_tensor"]; "1173 linalg_vector_norm_15" [id=1173, type="linalg_vector_norm"]; "1174 clamp_min_15" [id=1174, type="clamp_min"]; "1175 expand_as_15" [id=1175, type="expand_as"]; "1176 div_15" [id=1176, type=div]; -"1177 quantize_per_tensor_default_47" [id=1177, type="quantize_per_tensor"]; -"1178 dequantize_per_tensor_default_47" [id=1178, type="dequantize_per_tensor"]; +"1177 quantize_per_tensor_94" [id=1177, type="quantize_per_tensor"]; +"1178 dequantize_per_tensor_95" [id=1178, type="dequantize_per_tensor"]; "1179 transpose_14" [id=1179, type=transpose]; "1180 matmul_14" [id=1180, type=matmul]; "1181 clamp_7" [id=1181, type=clamp]; @@ -1242,8 +1242,8 @@ strict digraph { "1240 transpose_15" [id=1240, type=transpose]; "1241 reshape_34" [id=1241, type=reshape]; "1242 reshape_34_0_0_nncf_smooth_quant_0" [id=1242, type="call_module"]; -"1243 quantize_per_tensor_default_48" [id=1243, type="quantize_per_tensor"]; -"1244 dequantize_per_tensor_default_48" [id=1244, type="dequantize_per_tensor"]; +"1243 quantize_per_tensor_96" [id=1243, type="quantize_per_tensor"]; +"1244 dequantize_per_tensor_97" [id=1244, type="dequantize_per_tensor"]; "1245 scale_updated_constant32" [id=1245, type="get_attr"]; "1246 compressed_weight_updated_constant32" [id=1246, type="get_attr"]; "1247 mul_tensor_32" [id=1247, type=mul]; @@ -1263,8 +1263,8 @@ strict digraph { "1261 layer_norm_17" [id=1261, type="layer_norm"]; "1262 add_26" [id=1262, type=add]; "1263 add_26_0_0_nncf_smooth_quant_0" [id=1263, type="call_module"]; -"1264 quantize_per_tensor_default_49" [id=1264, type="quantize_per_tensor"]; -"1265 dequantize_per_tensor_default_49" [id=1265, type="dequantize_per_tensor"]; +"1264 quantize_per_tensor_98" [id=1264, type="quantize_per_tensor"]; +"1265 dequantize_per_tensor_99" [id=1265, type="dequantize_per_tensor"]; "1266 scale_updated_constant33" [id=1266, type="get_attr"]; "1267 compressed_weight_updated_constant33" [id=1267, type="get_attr"]; "1268 mul_tensor_33" [id=1268, type=mul]; @@ -1274,8 +1274,8 @@ strict digraph { "1272 gelu_7" [id=1272, type=gelu]; "1273 dropout_30" [id=1273, type=dropout]; "1274 dropout_30_0_0_nncf_smooth_quant_0" [id=1274, type="call_module"]; -"1275 quantize_per_tensor_default_50" [id=1275, type="quantize_per_tensor"]; -"1276 dequantize_per_tensor_default_50" [id=1276, type="dequantize_per_tensor"]; +"1275 quantize_per_tensor_100" [id=1275, type="quantize_per_tensor"]; +"1276 dequantize_per_tensor_101" [id=1276, type="dequantize_per_tensor"]; "1277 scale_updated_constant34" [id=1277, type="get_attr"]; "1278 compressed_weight_updated_constant34" [id=1278, type="get_attr"]; "1279 mul_tensor_34" [id=1279, type=mul]; @@ -1308,8 +1308,8 @@ strict digraph { "1306 slice_133" [id=1306, type=slice]; "1307 zero__8" [id=1307, type="zero_"]; "1308 reshape_36_0_0_nncf_smooth_quant_0" [id=1308, type="call_module"]; -"1309 quantize_per_tensor_default_51" [id=1309, type="quantize_per_tensor"]; -"1310 dequantize_per_tensor_default_51" [id=1310, type="dequantize_per_tensor"]; +"1309 quantize_per_tensor_102" [id=1309, type="quantize_per_tensor"]; +"1310 dequantize_per_tensor_103" [id=1310, type="dequantize_per_tensor"]; "1311 scale_updated_constant35" [id=1311, type="get_attr"]; "1312 compressed_weight_updated_constant35" [id=1312, type="get_attr"]; "1313 mul_tensor_35" [id=1313, type=mul]; @@ -1325,14 +1325,14 @@ strict digraph { "1323 clamp_min_16" [id=1323, type="clamp_min"]; "1324 expand_as_16" [id=1324, type="expand_as"]; "1325 div_16" [id=1325, type=div]; -"1326 quantize_per_tensor_default_52" [id=1326, type="quantize_per_tensor"]; -"1327 dequantize_per_tensor_default_52" [id=1327, type="dequantize_per_tensor"]; +"1326 quantize_per_tensor_104" [id=1326, type="quantize_per_tensor"]; +"1327 dequantize_per_tensor_105" [id=1327, type="dequantize_per_tensor"]; "1328 linalg_vector_norm_17" [id=1328, type="linalg_vector_norm"]; "1329 clamp_min_17" [id=1329, type="clamp_min"]; "1330 expand_as_17" [id=1330, type="expand_as"]; "1331 div_17" [id=1331, type=div]; -"1332 quantize_per_tensor_default_53" [id=1332, type="quantize_per_tensor"]; -"1333 dequantize_per_tensor_default_53" [id=1333, type="dequantize_per_tensor"]; +"1332 quantize_per_tensor_106" [id=1332, type="quantize_per_tensor"]; +"1333 dequantize_per_tensor_107" [id=1333, type="dequantize_per_tensor"]; "1334 transpose_16" [id=1334, type=transpose]; "1335 matmul_16" [id=1335, type=matmul]; "1336 clamp_8" [id=1336, type=clamp]; @@ -1345,8 +1345,8 @@ strict digraph { "1343 transpose_17" [id=1343, type=transpose]; "1344 reshape_38" [id=1344, type=reshape]; "1345 reshape_38_0_0_nncf_smooth_quant_0" [id=1345, type="call_module"]; -"1346 quantize_per_tensor_default_54" [id=1346, type="quantize_per_tensor"]; -"1347 dequantize_per_tensor_default_54" [id=1347, type="dequantize_per_tensor"]; +"1346 quantize_per_tensor_108" [id=1346, type="quantize_per_tensor"]; +"1347 dequantize_per_tensor_109" [id=1347, type="dequantize_per_tensor"]; "1348 scale_updated_constant36" [id=1348, type="get_attr"]; "1349 compressed_weight_updated_constant36" [id=1349, type="get_attr"]; "1350 mul_tensor_36" [id=1350, type=mul]; @@ -1365,8 +1365,8 @@ strict digraph { "1363 layer_norm_19" [id=1363, type="layer_norm"]; "1364 add_29" [id=1364, type=add]; "1365 add_29_0_0_nncf_smooth_quant_0" [id=1365, type="call_module"]; -"1366 quantize_per_tensor_default_55" [id=1366, type="quantize_per_tensor"]; -"1367 dequantize_per_tensor_default_55" [id=1367, type="dequantize_per_tensor"]; +"1366 quantize_per_tensor_110" [id=1366, type="quantize_per_tensor"]; +"1367 dequantize_per_tensor_111" [id=1367, type="dequantize_per_tensor"]; "1368 scale_updated_constant37" [id=1368, type="get_attr"]; "1369 compressed_weight_updated_constant37" [id=1369, type="get_attr"]; "1370 mul_tensor_37" [id=1370, type=mul]; @@ -1376,8 +1376,8 @@ strict digraph { "1374 gelu_8" [id=1374, type=gelu]; "1375 dropout_34" [id=1375, type=dropout]; "1376 dropout_34_0_0_nncf_smooth_quant_0" [id=1376, type="call_module"]; -"1377 quantize_per_tensor_default_56" [id=1377, type="quantize_per_tensor"]; -"1378 dequantize_per_tensor_default_56" [id=1378, type="dequantize_per_tensor"]; +"1377 quantize_per_tensor_112" [id=1377, type="quantize_per_tensor"]; +"1378 dequantize_per_tensor_113" [id=1378, type="dequantize_per_tensor"]; "1379 scale_updated_constant38" [id=1379, type="get_attr"]; "1380 compressed_weight_updated_constant38" [id=1380, type="get_attr"]; "1381 mul_tensor_38" [id=1381, type=mul]; @@ -1411,8 +1411,8 @@ strict digraph { "1409 slice_138" [id=1409, type=slice]; "1410 zero__9" [id=1410, type="zero_"]; "1411 reshape_40_0_0_nncf_smooth_quant_0" [id=1411, type="call_module"]; -"1412 quantize_per_tensor_default_57" [id=1412, type="quantize_per_tensor"]; -"1413 dequantize_per_tensor_default_57" [id=1413, type="dequantize_per_tensor"]; +"1412 quantize_per_tensor_114" [id=1412, type="quantize_per_tensor"]; +"1413 dequantize_per_tensor_115" [id=1413, type="dequantize_per_tensor"]; "1414 scale_updated_constant39" [id=1414, type="get_attr"]; "1415 compressed_weight_updated_constant39" [id=1415, type="get_attr"]; "1416 mul_tensor_39" [id=1416, type=mul]; @@ -1428,14 +1428,14 @@ strict digraph { "1426 clamp_min_18" [id=1426, type="clamp_min"]; "1427 expand_as_18" [id=1427, type="expand_as"]; "1428 div_18" [id=1428, type=div]; -"1429 quantize_per_tensor_default_58" [id=1429, type="quantize_per_tensor"]; -"1430 dequantize_per_tensor_default_58" [id=1430, type="dequantize_per_tensor"]; +"1429 quantize_per_tensor_116" [id=1429, type="quantize_per_tensor"]; +"1430 dequantize_per_tensor_117" [id=1430, type="dequantize_per_tensor"]; "1431 linalg_vector_norm_19" [id=1431, type="linalg_vector_norm"]; "1432 clamp_min_19" [id=1432, type="clamp_min"]; "1433 expand_as_19" [id=1433, type="expand_as"]; "1434 div_19" [id=1434, type=div]; -"1435 quantize_per_tensor_default_59" [id=1435, type="quantize_per_tensor"]; -"1436 dequantize_per_tensor_default_59" [id=1436, type="dequantize_per_tensor"]; +"1435 quantize_per_tensor_118" [id=1435, type="quantize_per_tensor"]; +"1436 dequantize_per_tensor_119" [id=1436, type="dequantize_per_tensor"]; "1437 transpose_18" [id=1437, type=transpose]; "1438 matmul_18" [id=1438, type=matmul]; "1439 clamp_9" [id=1439, type=clamp]; @@ -1500,8 +1500,8 @@ strict digraph { "1498 transpose_19" [id=1498, type=transpose]; "1499 reshape_43" [id=1499, type=reshape]; "1500 reshape_43_0_0_nncf_smooth_quant_0" [id=1500, type="call_module"]; -"1501 quantize_per_tensor_default_60" [id=1501, type="quantize_per_tensor"]; -"1502 dequantize_per_tensor_default_60" [id=1502, type="dequantize_per_tensor"]; +"1501 quantize_per_tensor_120" [id=1501, type="quantize_per_tensor"]; +"1502 dequantize_per_tensor_121" [id=1502, type="dequantize_per_tensor"]; "1503 scale_updated_constant40" [id=1503, type="get_attr"]; "1504 compressed_weight_updated_constant40" [id=1504, type="get_attr"]; "1505 mul_tensor_40" [id=1505, type=mul]; @@ -1521,8 +1521,8 @@ strict digraph { "1519 layer_norm_21" [id=1519, type="layer_norm"]; "1520 add_33" [id=1520, type=add]; "1521 add_33_0_0_nncf_smooth_quant_0" [id=1521, type="call_module"]; -"1522 quantize_per_tensor_default_61" [id=1522, type="quantize_per_tensor"]; -"1523 dequantize_per_tensor_default_61" [id=1523, type="dequantize_per_tensor"]; +"1522 quantize_per_tensor_122" [id=1522, type="quantize_per_tensor"]; +"1523 dequantize_per_tensor_123" [id=1523, type="dequantize_per_tensor"]; "1524 scale_updated_constant41" [id=1524, type="get_attr"]; "1525 compressed_weight_updated_constant41" [id=1525, type="get_attr"]; "1526 mul_tensor_41" [id=1526, type=mul]; @@ -1532,8 +1532,8 @@ strict digraph { "1530 gelu_9" [id=1530, type=gelu]; "1531 dropout_38" [id=1531, type=dropout]; "1532 dropout_38_0_0_nncf_smooth_quant_0" [id=1532, type="call_module"]; -"1533 quantize_per_tensor_default_62" [id=1533, type="quantize_per_tensor"]; -"1534 dequantize_per_tensor_default_62" [id=1534, type="dequantize_per_tensor"]; +"1533 quantize_per_tensor_124" [id=1533, type="quantize_per_tensor"]; +"1534 dequantize_per_tensor_125" [id=1534, type="dequantize_per_tensor"]; "1535 scale_updated_constant42" [id=1535, type="get_attr"]; "1536 compressed_weight_updated_constant42" [id=1536, type="get_attr"]; "1537 mul_tensor_42" [id=1537, type=mul]; @@ -1558,8 +1558,8 @@ strict digraph { "1556 slice_172" [id=1556, type=slice]; "1557 cat_2" [id=1557, type=cat]; "1558 cat_2_0_0_nncf_smooth_quant_0" [id=1558, type="call_module"]; -"1559 quantize_per_tensor_default_63" [id=1559, type="quantize_per_tensor"]; -"1560 dequantize_per_tensor_default_63" [id=1560, type="dequantize_per_tensor"]; +"1559 quantize_per_tensor_126" [id=1559, type="quantize_per_tensor"]; +"1560 dequantize_per_tensor_127" [id=1560, type="dequantize_per_tensor"]; "1561 scale_updated_constant43" [id=1561, type="get_attr"]; "1562 compressed_weight_updated_constant43" [id=1562, type="get_attr"]; "1563 mul_tensor_43" [id=1563, type=mul]; @@ -1590,8 +1590,8 @@ strict digraph { "1588 slice_173" [id=1588, type=slice]; "1589 zero__10" [id=1589, type="zero_"]; "1590 reshape_45_0_0_nncf_smooth_quant_0" [id=1590, type="call_module"]; -"1591 quantize_per_tensor_default_64" [id=1591, type="quantize_per_tensor"]; -"1592 dequantize_per_tensor_default_64" [id=1592, type="dequantize_per_tensor"]; +"1591 quantize_per_tensor_128" [id=1591, type="quantize_per_tensor"]; +"1592 dequantize_per_tensor_129" [id=1592, type="dequantize_per_tensor"]; "1593 scale_updated_constant44" [id=1593, type="get_attr"]; "1594 compressed_weight_updated_constant44" [id=1594, type="get_attr"]; "1595 mul_tensor_44" [id=1595, type=mul]; @@ -1607,14 +1607,14 @@ strict digraph { "1605 clamp_min_20" [id=1605, type="clamp_min"]; "1606 expand_as_20" [id=1606, type="expand_as"]; "1607 div_20" [id=1607, type=div]; -"1608 quantize_per_tensor_default_65" [id=1608, type="quantize_per_tensor"]; -"1609 dequantize_per_tensor_default_65" [id=1609, type="dequantize_per_tensor"]; +"1608 quantize_per_tensor_130" [id=1608, type="quantize_per_tensor"]; +"1609 dequantize_per_tensor_131" [id=1609, type="dequantize_per_tensor"]; "1610 linalg_vector_norm_21" [id=1610, type="linalg_vector_norm"]; "1611 clamp_min_21" [id=1611, type="clamp_min"]; "1612 expand_as_21" [id=1612, type="expand_as"]; "1613 div_21" [id=1613, type=div]; -"1614 quantize_per_tensor_default_66" [id=1614, type="quantize_per_tensor"]; -"1615 dequantize_per_tensor_default_66" [id=1615, type="dequantize_per_tensor"]; +"1614 quantize_per_tensor_132" [id=1614, type="quantize_per_tensor"]; +"1615 dequantize_per_tensor_133" [id=1615, type="dequantize_per_tensor"]; "1616 transpose_20" [id=1616, type=transpose]; "1617 matmul_20" [id=1617, type=matmul]; "1618 clamp_10" [id=1618, type=clamp]; @@ -1627,8 +1627,8 @@ strict digraph { "1625 transpose_21" [id=1625, type=transpose]; "1626 reshape_47" [id=1626, type=reshape]; "1627 reshape_47_0_0_nncf_smooth_quant_0" [id=1627, type="call_module"]; -"1628 quantize_per_tensor_default_67" [id=1628, type="quantize_per_tensor"]; -"1629 dequantize_per_tensor_default_67" [id=1629, type="dequantize_per_tensor"]; +"1628 quantize_per_tensor_134" [id=1628, type="quantize_per_tensor"]; +"1629 dequantize_per_tensor_135" [id=1629, type="dequantize_per_tensor"]; "1630 scale_updated_constant45" [id=1630, type="get_attr"]; "1631 compressed_weight_updated_constant45" [id=1631, type="get_attr"]; "1632 mul_tensor_45" [id=1632, type=mul]; @@ -1647,8 +1647,8 @@ strict digraph { "1645 layer_norm_24" [id=1645, type="layer_norm"]; "1646 add_36" [id=1646, type=add]; "1647 add_36_0_0_nncf_smooth_quant_0" [id=1647, type="call_module"]; -"1648 quantize_per_tensor_default_68" [id=1648, type="quantize_per_tensor"]; -"1649 dequantize_per_tensor_default_68" [id=1649, type="dequantize_per_tensor"]; +"1648 quantize_per_tensor_136" [id=1648, type="quantize_per_tensor"]; +"1649 dequantize_per_tensor_137" [id=1649, type="dequantize_per_tensor"]; "1650 scale_updated_constant46" [id=1650, type="get_attr"]; "1651 compressed_weight_updated_constant46" [id=1651, type="get_attr"]; "1652 mul_tensor_46" [id=1652, type=mul]; @@ -1658,8 +1658,8 @@ strict digraph { "1656 gelu_10" [id=1656, type=gelu]; "1657 dropout_42" [id=1657, type=dropout]; "1658 dropout_42_0_0_nncf_smooth_quant_0" [id=1658, type="call_module"]; -"1659 quantize_per_tensor_default_69" [id=1659, type="quantize_per_tensor"]; -"1660 dequantize_per_tensor_default_69" [id=1660, type="dequantize_per_tensor"]; +"1659 quantize_per_tensor_138" [id=1659, type="quantize_per_tensor"]; +"1660 dequantize_per_tensor_139" [id=1660, type="dequantize_per_tensor"]; "1661 scale_updated_constant47" [id=1661, type="get_attr"]; "1662 compressed_weight_updated_constant47" [id=1662, type="get_attr"]; "1663 mul_tensor_47" [id=1663, type=mul]; @@ -1692,8 +1692,8 @@ strict digraph { "1690 slice_178" [id=1690, type=slice]; "1691 zero__11" [id=1691, type="zero_"]; "1692 reshape_49_0_0_nncf_smooth_quant_0" [id=1692, type="call_module"]; -"1693 quantize_per_tensor_default_70" [id=1693, type="quantize_per_tensor"]; -"1694 dequantize_per_tensor_default_70" [id=1694, type="dequantize_per_tensor"]; +"1693 quantize_per_tensor_140" [id=1693, type="quantize_per_tensor"]; +"1694 dequantize_per_tensor_141" [id=1694, type="dequantize_per_tensor"]; "1695 scale_updated_constant48" [id=1695, type="get_attr"]; "1696 compressed_weight_updated_constant48" [id=1696, type="get_attr"]; "1697 mul_tensor_48" [id=1697, type=mul]; @@ -1709,14 +1709,14 @@ strict digraph { "1707 clamp_min_22" [id=1707, type="clamp_min"]; "1708 expand_as_22" [id=1708, type="expand_as"]; "1709 div_22" [id=1709, type=div]; -"1710 quantize_per_tensor_default_71" [id=1710, type="quantize_per_tensor"]; -"1711 dequantize_per_tensor_default_71" [id=1711, type="dequantize_per_tensor"]; +"1710 quantize_per_tensor_142" [id=1710, type="quantize_per_tensor"]; +"1711 dequantize_per_tensor_143" [id=1711, type="dequantize_per_tensor"]; "1712 linalg_vector_norm_23" [id=1712, type="linalg_vector_norm"]; "1713 clamp_min_23" [id=1713, type="clamp_min"]; "1714 expand_as_23" [id=1714, type="expand_as"]; "1715 div_23" [id=1715, type=div]; -"1716 quantize_per_tensor_default_72" [id=1716, type="quantize_per_tensor"]; -"1717 dequantize_per_tensor_default_72" [id=1717, type="dequantize_per_tensor"]; +"1716 quantize_per_tensor_144" [id=1716, type="quantize_per_tensor"]; +"1717 dequantize_per_tensor_145" [id=1717, type="dequantize_per_tensor"]; "1718 transpose_22" [id=1718, type=transpose]; "1719 matmul_22" [id=1719, type=matmul]; "1720 clamp_11" [id=1720, type=clamp]; @@ -1729,8 +1729,8 @@ strict digraph { "1727 transpose_23" [id=1727, type=transpose]; "1728 reshape_51" [id=1728, type=reshape]; "1729 reshape_51_0_0_nncf_smooth_quant_0" [id=1729, type="call_module"]; -"1730 quantize_per_tensor_default_73" [id=1730, type="quantize_per_tensor"]; -"1731 dequantize_per_tensor_default_73" [id=1731, type="dequantize_per_tensor"]; +"1730 quantize_per_tensor_146" [id=1730, type="quantize_per_tensor"]; +"1731 dequantize_per_tensor_147" [id=1731, type="dequantize_per_tensor"]; "1732 scale_updated_constant49" [id=1732, type="get_attr"]; "1733 compressed_weight_updated_constant49" [id=1733, type="get_attr"]; "1734 mul_tensor_49" [id=1734, type=mul]; @@ -1749,8 +1749,8 @@ strict digraph { "1747 layer_norm_26" [id=1747, type="layer_norm"]; "1748 add_39" [id=1748, type=add]; "1749 add_39_0_0_nncf_smooth_quant_0" [id=1749, type="call_module"]; -"1750 quantize_per_tensor_default_74" [id=1750, type="quantize_per_tensor"]; -"1751 dequantize_per_tensor_default_74" [id=1751, type="dequantize_per_tensor"]; +"1750 quantize_per_tensor_148" [id=1750, type="quantize_per_tensor"]; +"1751 dequantize_per_tensor_149" [id=1751, type="dequantize_per_tensor"]; "1752 scale_updated_constant50" [id=1752, type="get_attr"]; "1753 compressed_weight_updated_constant50" [id=1753, type="get_attr"]; "1754 mul_tensor_50" [id=1754, type=mul]; @@ -1760,8 +1760,8 @@ strict digraph { "1758 gelu_11" [id=1758, type=gelu]; "1759 dropout_46" [id=1759, type=dropout]; "1760 dropout_46_0_0_nncf_smooth_quant_0" [id=1760, type="call_module"]; -"1761 quantize_per_tensor_default_75" [id=1761, type="quantize_per_tensor"]; -"1762 dequantize_per_tensor_default_75" [id=1762, type="dequantize_per_tensor"]; +"1761 quantize_per_tensor_150" [id=1761, type="quantize_per_tensor"]; +"1762 dequantize_per_tensor_151" [id=1762, type="dequantize_per_tensor"]; "1763 scale_updated_constant51" [id=1763, type="get_attr"]; "1764 compressed_weight_updated_constant51" [id=1764, type="get_attr"]; "1765 mul_tensor_51" [id=1765, type=mul]; @@ -1776,8 +1776,8 @@ strict digraph { "1774 adaptive_avg_pool2d" [id=1774, type="adaptive_avg_pool2d"]; "1775 flatten" [id=1775, type=flatten]; "1776 flatten_0_0_nncf_smooth_quant_0" [id=1776, type="call_module"]; -"1777 quantize_per_tensor_default_76" [id=1777, type="quantize_per_tensor"]; -"1778 dequantize_per_tensor_default_76" [id=1778, type="dequantize_per_tensor"]; +"1777 quantize_per_tensor_152" [id=1777, type="quantize_per_tensor"]; +"1778 dequantize_per_tensor_153" [id=1778, type="dequantize_per_tensor"]; "1779 scale_updated_constant52" [id=1779, type="get_attr"]; "1780 compressed_weight_updated_constant52" [id=1780, type="get_attr"]; "1781 mul_tensor_52" [id=1781, type=mul]; @@ -1986,9 +1986,9 @@ strict digraph { "198 features_5_5_attn_lifted_tensor_42" -> "1468 lift_fresh_copy_42" [style=solid, label="()"]; "199 features_5_5_attn_lifted_tensor_43" -> "1472 lift_fresh_copy_43" [style=solid, label="()"]; "200 features_5_5_attn_lifted_tensor_44" -> "1476 lift_fresh_copy_44" [style=solid, label="()"]; -"201 x" -> "202 quantize_per_tensor_default" [style=solid, label="(1, 3, 224, 224)"]; -"202 quantize_per_tensor_default" -> "203 dequantize_per_tensor_default" [style=solid, label="(1, 3, 224, 224)"]; -"203 dequantize_per_tensor_default" -> "209 conv2d" [style=solid, label="(1, 3, 224, 224)"]; +"201 x" -> "202 quantize_per_tensor_0" [style=solid, label="(1, 3, 224, 224)"]; +"202 quantize_per_tensor_0" -> "203 dequantize_per_tensor_1" [style=solid, label="(1, 3, 224, 224)"]; +"203 dequantize_per_tensor_1" -> "209 conv2d" [style=solid, label="(1, 3, 224, 224)"]; "204 scale_updated_constant0" -> "206 mul_tensor" [style=solid, label="(96, 1, 1, 1)"]; "205 compressed_weight_updated_constant0" -> "206 mul_tensor" [style=solid, label="(96, 3, 4, 4)"]; "206 mul_tensor" -> "208 sub_tensor" [style=solid, label="(96, 3, 4, 4)"]; @@ -2020,9 +2020,9 @@ strict digraph { "231 clone" -> "232 slice_1" [style=solid, label="(288,)"]; "231 clone" -> "242 linear_2" [style=solid, label="(288,)"]; "232 slice_1" -> "233 zero_" [style=solid, label="(96,)"]; -"234 reshape_0_0_nncf_smooth_quant_0" -> "235 quantize_per_tensor_default_1" [style=solid, label="(49, 64, 96)"]; -"235 quantize_per_tensor_default_1" -> "236 dequantize_per_tensor_default_1" [style=solid, label="(49, 64, 96)"]; -"236 dequantize_per_tensor_default_1" -> "242 linear_2" [style=solid, label="(49, 64, 96)"]; +"234 reshape_0_0_nncf_smooth_quant_0" -> "235 quantize_per_tensor_2" [style=solid, label="(49, 64, 96)"]; +"235 quantize_per_tensor_2" -> "236 dequantize_per_tensor_3" [style=solid, label="(49, 64, 96)"]; +"236 dequantize_per_tensor_3" -> "242 linear_2" [style=solid, label="(49, 64, 96)"]; "237 scale_updated_constant1" -> "239 mul_tensor_1" [style=solid, label="(288, 1)"]; "238 compressed_weight_updated_constant1" -> "239 mul_tensor_1" [style=solid, label="(288, 96)"]; "239 mul_tensor_1" -> "241 sub_tensor_1" [style=solid, label="(288, 96)"]; @@ -2043,15 +2043,15 @@ strict digraph { "248 linalg_vector_norm" -> "249 clamp_min" [style=solid, label="(49, 3, 64, 1)"]; "249 clamp_min" -> "250 expand_as" [style=solid, label="(49, 3, 64, 1)"]; "250 expand_as" -> "251 div" [style=solid, label="(49, 3, 64, 32)"]; -"251 div" -> "252 quantize_per_tensor_default_2" [style=solid, label="(49, 3, 64, 32)"]; -"252 quantize_per_tensor_default_2" -> "253 dequantize_per_tensor_default_2" [style=solid, label="(49, 3, 64, 32)"]; -"253 dequantize_per_tensor_default_2" -> "261 matmul" [style=solid, label="(49, 3, 64, 32)"]; +"251 div" -> "252 quantize_per_tensor_4" [style=solid, label="(49, 3, 64, 32)"]; +"252 quantize_per_tensor_4" -> "253 dequantize_per_tensor_5" [style=solid, label="(49, 3, 64, 32)"]; +"253 dequantize_per_tensor_5" -> "261 matmul" [style=solid, label="(49, 3, 64, 32)"]; "254 linalg_vector_norm_1" -> "255 clamp_min_1" [style=solid, label="(49, 3, 64, 1)"]; "255 clamp_min_1" -> "256 expand_as_1" [style=solid, label="(49, 3, 64, 1)"]; "256 expand_as_1" -> "257 div_1" [style=solid, label="(49, 3, 64, 32)"]; -"257 div_1" -> "258 quantize_per_tensor_default_3" [style=solid, label="(49, 3, 64, 32)"]; -"258 quantize_per_tensor_default_3" -> "259 dequantize_per_tensor_default_3" [style=solid, label="(49, 3, 64, 32)"]; -"259 dequantize_per_tensor_default_3" -> "260 transpose" [style=solid, label="(49, 3, 64, 32)"]; +"257 div_1" -> "258 quantize_per_tensor_6" [style=solid, label="(49, 3, 64, 32)"]; +"258 quantize_per_tensor_6" -> "259 dequantize_per_tensor_7" [style=solid, label="(49, 3, 64, 32)"]; +"259 dequantize_per_tensor_7" -> "260 transpose" [style=solid, label="(49, 3, 64, 32)"]; "260 transpose" -> "261 matmul" [style=solid, label="(49, 3, 32, 64)"]; "261 matmul" -> "264 mul_1" [style=solid, label="(49, 3, 64, 64)"]; "262 clamp" -> "263 exp" [style=solid, label="(3, 1, 1)"]; @@ -2063,9 +2063,9 @@ strict digraph { "268 matmul_1" -> "269 transpose_1" [style=solid, label="(49, 3, 64, 32)"]; "269 transpose_1" -> "270 reshape_2" [style=solid, label="(49, 64, 3, 32)"]; "270 reshape_2" -> "271 reshape_2_0_0_nncf_smooth_quant_0" [style=solid, label="(49, 64, 96)"]; -"271 reshape_2_0_0_nncf_smooth_quant_0" -> "272 quantize_per_tensor_default_4" [style=solid, label="(49, 64, 96)"]; -"272 quantize_per_tensor_default_4" -> "273 dequantize_per_tensor_default_4" [style=solid, label="(49, 64, 96)"]; -"273 dequantize_per_tensor_default_4" -> "279 linear_3" [style=solid, label="(49, 64, 96)"]; +"271 reshape_2_0_0_nncf_smooth_quant_0" -> "272 quantize_per_tensor_8" [style=solid, label="(49, 64, 96)"]; +"272 quantize_per_tensor_8" -> "273 dequantize_per_tensor_9" [style=solid, label="(49, 64, 96)"]; +"273 dequantize_per_tensor_9" -> "279 linear_3" [style=solid, label="(49, 64, 96)"]; "274 scale_updated_constant2" -> "276 mul_tensor_2" [style=solid, label="(96, 1)"]; "275 compressed_weight_updated_constant2" -> "276 mul_tensor_2" [style=solid, label="(96, 96)"]; "276 mul_tensor_2" -> "278 sub_tensor_2" [style=solid, label="(96, 96)"]; @@ -2081,9 +2081,9 @@ strict digraph { "286 layer_norm_1" -> "287 add_1" [style=solid, label="(1, 56, 56, 96)"]; "287 add_1" -> "288 add_1_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 56, 56, 96)"]; "287 add_1" -> "310 add_2" [style=solid, label="(1, 56, 56, 96)"]; -"288 add_1_0_0_nncf_smooth_quant_0" -> "289 quantize_per_tensor_default_5" [style=solid, label="(1, 56, 56, 96)"]; -"289 quantize_per_tensor_default_5" -> "290 dequantize_per_tensor_default_5" [style=solid, label="(1, 56, 56, 96)"]; -"290 dequantize_per_tensor_default_5" -> "296 linear_4" [style=solid, label="(1, 56, 56, 96)"]; +"288 add_1_0_0_nncf_smooth_quant_0" -> "289 quantize_per_tensor_10" [style=solid, label="(1, 56, 56, 96)"]; +"289 quantize_per_tensor_10" -> "290 dequantize_per_tensor_11" [style=solid, label="(1, 56, 56, 96)"]; +"290 dequantize_per_tensor_11" -> "296 linear_4" [style=solid, label="(1, 56, 56, 96)"]; "291 scale_updated_constant3" -> "293 mul_tensor_3" [style=solid, label="(384, 1)"]; "292 compressed_weight_updated_constant3" -> "293 mul_tensor_3" [style=solid, label="(384, 96)"]; "293 mul_tensor_3" -> "295 sub_tensor_3" [style=solid, label="(384, 96)"]; @@ -2092,9 +2092,9 @@ strict digraph { "296 linear_4" -> "297 gelu" [style=solid, label="(1, 56, 56, 384)"]; "297 gelu" -> "298 dropout_2" [style=solid, label="(1, 56, 56, 384)"]; "298 dropout_2" -> "299 dropout_2_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 56, 56, 384)"]; -"299 dropout_2_0_0_nncf_smooth_quant_0" -> "300 quantize_per_tensor_default_6" [style=solid, label="(1, 56, 56, 384)"]; -"300 quantize_per_tensor_default_6" -> "301 dequantize_per_tensor_default_6" [style=solid, label="(1, 56, 56, 384)"]; -"301 dequantize_per_tensor_default_6" -> "307 linear_5" [style=solid, label="(1, 56, 56, 384)"]; +"299 dropout_2_0_0_nncf_smooth_quant_0" -> "300 quantize_per_tensor_12" [style=solid, label="(1, 56, 56, 384)"]; +"300 quantize_per_tensor_12" -> "301 dequantize_per_tensor_13" [style=solid, label="(1, 56, 56, 384)"]; +"301 dequantize_per_tensor_13" -> "307 linear_5" [style=solid, label="(1, 56, 56, 384)"]; "302 scale_updated_constant4" -> "304 mul_tensor_4" [style=solid, label="(96, 1)"]; "303 compressed_weight_updated_constant4" -> "304 mul_tensor_4" [style=solid, label="(96, 384)"]; "304 mul_tensor_4" -> "306 sub_tensor_4" [style=solid, label="(96, 384)"]; @@ -2129,9 +2129,9 @@ strict digraph { "331 clone_1" -> "332 slice_4" [style=solid, label="(288,)"]; "331 clone_1" -> "342 linear_8" [style=solid, label="(288,)"]; "332 slice_4" -> "333 zero__1" [style=solid, label="(96,)"]; -"334 reshape_4_0_0_nncf_smooth_quant_0" -> "335 quantize_per_tensor_default_7" [style=solid, label="(49, 64, 96)"]; -"335 quantize_per_tensor_default_7" -> "336 dequantize_per_tensor_default_7" [style=solid, label="(49, 64, 96)"]; -"336 dequantize_per_tensor_default_7" -> "342 linear_8" [style=solid, label="(49, 64, 96)"]; +"334 reshape_4_0_0_nncf_smooth_quant_0" -> "335 quantize_per_tensor_14" [style=solid, label="(49, 64, 96)"]; +"335 quantize_per_tensor_14" -> "336 dequantize_per_tensor_15" [style=solid, label="(49, 64, 96)"]; +"336 dequantize_per_tensor_15" -> "342 linear_8" [style=solid, label="(49, 64, 96)"]; "337 scale_updated_constant5" -> "339 mul_tensor_5" [style=solid, label="(288, 1)"]; "338 compressed_weight_updated_constant5" -> "339 mul_tensor_5" [style=solid, label="(288, 96)"]; "339 mul_tensor_5" -> "341 sub_tensor_5" [style=solid, label="(288, 96)"]; @@ -2152,15 +2152,15 @@ strict digraph { "348 linalg_vector_norm_2" -> "349 clamp_min_2" [style=solid, label="(49, 3, 64, 1)"]; "349 clamp_min_2" -> "350 expand_as_2" [style=solid, label="(49, 3, 64, 1)"]; "350 expand_as_2" -> "351 div_2" [style=solid, label="(49, 3, 64, 32)"]; -"351 div_2" -> "352 quantize_per_tensor_default_8" [style=solid, label="(49, 3, 64, 32)"]; -"352 quantize_per_tensor_default_8" -> "353 dequantize_per_tensor_default_8" [style=solid, label="(49, 3, 64, 32)"]; -"353 dequantize_per_tensor_default_8" -> "361 matmul_2" [style=solid, label="(49, 3, 64, 32)"]; +"351 div_2" -> "352 quantize_per_tensor_16" [style=solid, label="(49, 3, 64, 32)"]; +"352 quantize_per_tensor_16" -> "353 dequantize_per_tensor_17" [style=solid, label="(49, 3, 64, 32)"]; +"353 dequantize_per_tensor_17" -> "361 matmul_2" [style=solid, label="(49, 3, 64, 32)"]; "354 linalg_vector_norm_3" -> "355 clamp_min_3" [style=solid, label="(49, 3, 64, 1)"]; "355 clamp_min_3" -> "356 expand_as_3" [style=solid, label="(49, 3, 64, 1)"]; "356 expand_as_3" -> "357 div_3" [style=solid, label="(49, 3, 64, 32)"]; -"357 div_3" -> "358 quantize_per_tensor_default_9" [style=solid, label="(49, 3, 64, 32)"]; -"358 quantize_per_tensor_default_9" -> "359 dequantize_per_tensor_default_9" [style=solid, label="(49, 3, 64, 32)"]; -"359 dequantize_per_tensor_default_9" -> "360 transpose_2" [style=solid, label="(49, 3, 64, 32)"]; +"357 div_3" -> "358 quantize_per_tensor_18" [style=solid, label="(49, 3, 64, 32)"]; +"358 quantize_per_tensor_18" -> "359 dequantize_per_tensor_19" [style=solid, label="(49, 3, 64, 32)"]; +"359 dequantize_per_tensor_19" -> "360 transpose_2" [style=solid, label="(49, 3, 64, 32)"]; "360 transpose_2" -> "361 matmul_2" [style=solid, label="(49, 3, 32, 64)"]; "361 matmul_2" -> "364 mul_3" [style=solid, label="(49, 3, 64, 64)"]; "362 clamp_1" -> "363 exp_1" [style=solid, label="(3, 1, 1)"]; @@ -2227,9 +2227,9 @@ strict digraph { "420 matmul_3" -> "421 transpose_3" [style=solid, label="(49, 3, 64, 32)"]; "421 transpose_3" -> "422 reshape_7" [style=solid, label="(49, 64, 3, 32)"]; "422 reshape_7" -> "423 reshape_7_0_0_nncf_smooth_quant_0" [style=solid, label="(49, 64, 96)"]; -"423 reshape_7_0_0_nncf_smooth_quant_0" -> "424 quantize_per_tensor_default_10" [style=solid, label="(49, 64, 96)"]; -"424 quantize_per_tensor_default_10" -> "425 dequantize_per_tensor_default_10" [style=solid, label="(49, 64, 96)"]; -"425 dequantize_per_tensor_default_10" -> "431 linear_9" [style=solid, label="(49, 64, 96)"]; +"423 reshape_7_0_0_nncf_smooth_quant_0" -> "424 quantize_per_tensor_20" [style=solid, label="(49, 64, 96)"]; +"424 quantize_per_tensor_20" -> "425 dequantize_per_tensor_21" [style=solid, label="(49, 64, 96)"]; +"425 dequantize_per_tensor_21" -> "431 linear_9" [style=solid, label="(49, 64, 96)"]; "426 scale_updated_constant6" -> "428 mul_tensor_6" [style=solid, label="(96, 1)"]; "427 compressed_weight_updated_constant6" -> "428 mul_tensor_6" [style=solid, label="(96, 96)"]; "428 mul_tensor_6" -> "430 sub_tensor_6" [style=solid, label="(96, 96)"]; @@ -2246,9 +2246,9 @@ strict digraph { "439 layer_norm_3" -> "440 add_5" [style=solid, label="(1, 56, 56, 96)"]; "440 add_5" -> "441 add_5_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 56, 56, 96)"]; "440 add_5" -> "463 add_6" [style=solid, label="(1, 56, 56, 96)"]; -"441 add_5_0_0_nncf_smooth_quant_0" -> "442 quantize_per_tensor_default_11" [style=solid, label="(1, 56, 56, 96)"]; -"442 quantize_per_tensor_default_11" -> "443 dequantize_per_tensor_default_11" [style=solid, label="(1, 56, 56, 96)"]; -"443 dequantize_per_tensor_default_11" -> "449 linear_10" [style=solid, label="(1, 56, 56, 96)"]; +"441 add_5_0_0_nncf_smooth_quant_0" -> "442 quantize_per_tensor_22" [style=solid, label="(1, 56, 56, 96)"]; +"442 quantize_per_tensor_22" -> "443 dequantize_per_tensor_23" [style=solid, label="(1, 56, 56, 96)"]; +"443 dequantize_per_tensor_23" -> "449 linear_10" [style=solid, label="(1, 56, 56, 96)"]; "444 scale_updated_constant7" -> "446 mul_tensor_7" [style=solid, label="(384, 1)"]; "445 compressed_weight_updated_constant7" -> "446 mul_tensor_7" [style=solid, label="(384, 96)"]; "446 mul_tensor_7" -> "448 sub_tensor_7" [style=solid, label="(384, 96)"]; @@ -2257,9 +2257,9 @@ strict digraph { "449 linear_10" -> "450 gelu_1" [style=solid, label="(1, 56, 56, 384)"]; "450 gelu_1" -> "451 dropout_6" [style=solid, label="(1, 56, 56, 384)"]; "451 dropout_6" -> "452 dropout_6_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 56, 56, 384)"]; -"452 dropout_6_0_0_nncf_smooth_quant_0" -> "453 quantize_per_tensor_default_12" [style=solid, label="(1, 56, 56, 384)"]; -"453 quantize_per_tensor_default_12" -> "454 dequantize_per_tensor_default_12" [style=solid, label="(1, 56, 56, 384)"]; -"454 dequantize_per_tensor_default_12" -> "460 linear_11" [style=solid, label="(1, 56, 56, 384)"]; +"452 dropout_6_0_0_nncf_smooth_quant_0" -> "453 quantize_per_tensor_24" [style=solid, label="(1, 56, 56, 384)"]; +"453 quantize_per_tensor_24" -> "454 dequantize_per_tensor_25" [style=solid, label="(1, 56, 56, 384)"]; +"454 dequantize_per_tensor_25" -> "460 linear_11" [style=solid, label="(1, 56, 56, 384)"]; "455 scale_updated_constant8" -> "457 mul_tensor_8" [style=solid, label="(96, 1)"]; "456 compressed_weight_updated_constant8" -> "457 mul_tensor_8" [style=solid, label="(96, 384)"]; "457 mul_tensor_8" -> "459 sub_tensor_8" [style=solid, label="(96, 384)"]; @@ -2286,9 +2286,9 @@ strict digraph { "475 slice_35" -> "476 slice_36" [style=solid, label="(1, 28, 28, 96)"]; "476 slice_36" -> "477 cat" [style=solid, label="(1, 28, 28, 96)"]; "477 cat" -> "478 cat_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 28, 28, 384)"]; -"478 cat_0_0_nncf_smooth_quant_0" -> "479 quantize_per_tensor_default_13" [style=solid, label="(1, 28, 28, 384)"]; -"479 quantize_per_tensor_default_13" -> "480 dequantize_per_tensor_default_13" [style=solid, label="(1, 28, 28, 384)"]; -"480 dequantize_per_tensor_default_13" -> "486 linear_12" [style=solid, label="(1, 28, 28, 384)"]; +"478 cat_0_0_nncf_smooth_quant_0" -> "479 quantize_per_tensor_26" [style=solid, label="(1, 28, 28, 384)"]; +"479 quantize_per_tensor_26" -> "480 dequantize_per_tensor_27" [style=solid, label="(1, 28, 28, 384)"]; +"480 dequantize_per_tensor_27" -> "486 linear_12" [style=solid, label="(1, 28, 28, 384)"]; "481 scale_updated_constant9" -> "483 mul_tensor_9" [style=solid, label="(192, 1)"]; "482 compressed_weight_updated_constant9" -> "483 mul_tensor_9" [style=solid, label="(192, 384)"]; "483 mul_tensor_9" -> "485 sub_tensor_9" [style=solid, label="(192, 384)"]; @@ -2319,9 +2319,9 @@ strict digraph { "507 clone_2" -> "508 slice_37" [style=solid, label="(576,)"]; "507 clone_2" -> "518 linear_15" [style=solid, label="(576,)"]; "508 slice_37" -> "509 zero__2" [style=solid, label="(192,)"]; -"510 reshape_9_0_0_nncf_smooth_quant_0" -> "511 quantize_per_tensor_default_14" [style=solid, label="(16, 64, 192)"]; -"511 quantize_per_tensor_default_14" -> "512 dequantize_per_tensor_default_14" [style=solid, label="(16, 64, 192)"]; -"512 dequantize_per_tensor_default_14" -> "518 linear_15" [style=solid, label="(16, 64, 192)"]; +"510 reshape_9_0_0_nncf_smooth_quant_0" -> "511 quantize_per_tensor_28" [style=solid, label="(16, 64, 192)"]; +"511 quantize_per_tensor_28" -> "512 dequantize_per_tensor_29" [style=solid, label="(16, 64, 192)"]; +"512 dequantize_per_tensor_29" -> "518 linear_15" [style=solid, label="(16, 64, 192)"]; "513 scale_updated_constant10" -> "515 mul_tensor_10" [style=solid, label="(576, 1)"]; "514 compressed_weight_updated_constant10" -> "515 mul_tensor_10" [style=solid, label="(576, 192)"]; "515 mul_tensor_10" -> "517 sub_tensor_10" [style=solid, label="(576, 192)"]; @@ -2342,15 +2342,15 @@ strict digraph { "524 linalg_vector_norm_4" -> "525 clamp_min_4" [style=solid, label="(16, 6, 64, 1)"]; "525 clamp_min_4" -> "526 expand_as_4" [style=solid, label="(16, 6, 64, 1)"]; "526 expand_as_4" -> "527 div_4" [style=solid, label="(16, 6, 64, 32)"]; -"527 div_4" -> "528 quantize_per_tensor_default_15" [style=solid, label="(16, 6, 64, 32)"]; -"528 quantize_per_tensor_default_15" -> "529 dequantize_per_tensor_default_15" [style=solid, label="(16, 6, 64, 32)"]; -"529 dequantize_per_tensor_default_15" -> "537 matmul_4" [style=solid, label="(16, 6, 64, 32)"]; +"527 div_4" -> "528 quantize_per_tensor_30" [style=solid, label="(16, 6, 64, 32)"]; +"528 quantize_per_tensor_30" -> "529 dequantize_per_tensor_31" [style=solid, label="(16, 6, 64, 32)"]; +"529 dequantize_per_tensor_31" -> "537 matmul_4" [style=solid, label="(16, 6, 64, 32)"]; "530 linalg_vector_norm_5" -> "531 clamp_min_5" [style=solid, label="(16, 6, 64, 1)"]; "531 clamp_min_5" -> "532 expand_as_5" [style=solid, label="(16, 6, 64, 1)"]; "532 expand_as_5" -> "533 div_5" [style=solid, label="(16, 6, 64, 32)"]; -"533 div_5" -> "534 quantize_per_tensor_default_16" [style=solid, label="(16, 6, 64, 32)"]; -"534 quantize_per_tensor_default_16" -> "535 dequantize_per_tensor_default_16" [style=solid, label="(16, 6, 64, 32)"]; -"535 dequantize_per_tensor_default_16" -> "536 transpose_4" [style=solid, label="(16, 6, 64, 32)"]; +"533 div_5" -> "534 quantize_per_tensor_32" [style=solid, label="(16, 6, 64, 32)"]; +"534 quantize_per_tensor_32" -> "535 dequantize_per_tensor_33" [style=solid, label="(16, 6, 64, 32)"]; +"535 dequantize_per_tensor_33" -> "536 transpose_4" [style=solid, label="(16, 6, 64, 32)"]; "536 transpose_4" -> "537 matmul_4" [style=solid, label="(16, 6, 32, 64)"]; "537 matmul_4" -> "540 mul_5" [style=solid, label="(16, 6, 64, 64)"]; "538 clamp_2" -> "539 exp_2" [style=solid, label="(6, 1, 1)"]; @@ -2362,9 +2362,9 @@ strict digraph { "544 matmul_5" -> "545 transpose_5" [style=solid, label="(16, 6, 64, 32)"]; "545 transpose_5" -> "546 reshape_11" [style=solid, label="(16, 64, 6, 32)"]; "546 reshape_11" -> "547 reshape_11_0_0_nncf_smooth_quant_0" [style=solid, label="(16, 64, 192)"]; -"547 reshape_11_0_0_nncf_smooth_quant_0" -> "548 quantize_per_tensor_default_17" [style=solid, label="(16, 64, 192)"]; -"548 quantize_per_tensor_default_17" -> "549 dequantize_per_tensor_default_17" [style=solid, label="(16, 64, 192)"]; -"549 dequantize_per_tensor_default_17" -> "555 linear_16" [style=solid, label="(16, 64, 192)"]; +"547 reshape_11_0_0_nncf_smooth_quant_0" -> "548 quantize_per_tensor_34" [style=solid, label="(16, 64, 192)"]; +"548 quantize_per_tensor_34" -> "549 dequantize_per_tensor_35" [style=solid, label="(16, 64, 192)"]; +"549 dequantize_per_tensor_35" -> "555 linear_16" [style=solid, label="(16, 64, 192)"]; "550 scale_updated_constant11" -> "552 mul_tensor_11" [style=solid, label="(192, 1)"]; "551 compressed_weight_updated_constant11" -> "552 mul_tensor_11" [style=solid, label="(192, 192)"]; "552 mul_tensor_11" -> "554 sub_tensor_11" [style=solid, label="(192, 192)"]; @@ -2383,9 +2383,9 @@ strict digraph { "565 layer_norm_6" -> "566 add_8" [style=solid, label="(1, 28, 28, 192)"]; "566 add_8" -> "567 add_8_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 28, 28, 192)"]; "566 add_8" -> "589 add_9" [style=solid, label="(1, 28, 28, 192)"]; -"567 add_8_0_0_nncf_smooth_quant_0" -> "568 quantize_per_tensor_default_18" [style=solid, label="(1, 28, 28, 192)"]; -"568 quantize_per_tensor_default_18" -> "569 dequantize_per_tensor_default_18" [style=solid, label="(1, 28, 28, 192)"]; -"569 dequantize_per_tensor_default_18" -> "575 linear_17" [style=solid, label="(1, 28, 28, 192)"]; +"567 add_8_0_0_nncf_smooth_quant_0" -> "568 quantize_per_tensor_36" [style=solid, label="(1, 28, 28, 192)"]; +"568 quantize_per_tensor_36" -> "569 dequantize_per_tensor_37" [style=solid, label="(1, 28, 28, 192)"]; +"569 dequantize_per_tensor_37" -> "575 linear_17" [style=solid, label="(1, 28, 28, 192)"]; "570 scale_updated_constant12" -> "572 mul_tensor_12" [style=solid, label="(768, 1)"]; "571 compressed_weight_updated_constant12" -> "572 mul_tensor_12" [style=solid, label="(768, 192)"]; "572 mul_tensor_12" -> "574 sub_tensor_12" [style=solid, label="(768, 192)"]; @@ -2394,9 +2394,9 @@ strict digraph { "575 linear_17" -> "576 gelu_2" [style=solid, label="(1, 28, 28, 768)"]; "576 gelu_2" -> "577 dropout_10" [style=solid, label="(1, 28, 28, 768)"]; "577 dropout_10" -> "578 dropout_10_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 28, 28, 768)"]; -"578 dropout_10_0_0_nncf_smooth_quant_0" -> "579 quantize_per_tensor_default_19" [style=solid, label="(1, 28, 28, 768)"]; -"579 quantize_per_tensor_default_19" -> "580 dequantize_per_tensor_default_19" [style=solid, label="(1, 28, 28, 768)"]; -"580 dequantize_per_tensor_default_19" -> "586 linear_18" [style=solid, label="(1, 28, 28, 768)"]; +"578 dropout_10_0_0_nncf_smooth_quant_0" -> "579 quantize_per_tensor_38" [style=solid, label="(1, 28, 28, 768)"]; +"579 quantize_per_tensor_38" -> "580 dequantize_per_tensor_39" [style=solid, label="(1, 28, 28, 768)"]; +"580 dequantize_per_tensor_39" -> "586 linear_18" [style=solid, label="(1, 28, 28, 768)"]; "581 scale_updated_constant13" -> "583 mul_tensor_13" [style=solid, label="(192, 1)"]; "582 compressed_weight_updated_constant13" -> "583 mul_tensor_13" [style=solid, label="(192, 768)"]; "583 mul_tensor_13" -> "585 sub_tensor_13" [style=solid, label="(192, 768)"]; @@ -2431,9 +2431,9 @@ strict digraph { "610 clone_3" -> "611 slice_42" [style=solid, label="(576,)"]; "610 clone_3" -> "621 linear_21" [style=solid, label="(576,)"]; "611 slice_42" -> "612 zero__3" [style=solid, label="(192,)"]; -"613 reshape_13_0_0_nncf_smooth_quant_0" -> "614 quantize_per_tensor_default_20" [style=solid, label="(16, 64, 192)"]; -"614 quantize_per_tensor_default_20" -> "615 dequantize_per_tensor_default_20" [style=solid, label="(16, 64, 192)"]; -"615 dequantize_per_tensor_default_20" -> "621 linear_21" [style=solid, label="(16, 64, 192)"]; +"613 reshape_13_0_0_nncf_smooth_quant_0" -> "614 quantize_per_tensor_40" [style=solid, label="(16, 64, 192)"]; +"614 quantize_per_tensor_40" -> "615 dequantize_per_tensor_41" [style=solid, label="(16, 64, 192)"]; +"615 dequantize_per_tensor_41" -> "621 linear_21" [style=solid, label="(16, 64, 192)"]; "616 scale_updated_constant14" -> "618 mul_tensor_14" [style=solid, label="(576, 1)"]; "617 compressed_weight_updated_constant14" -> "618 mul_tensor_14" [style=solid, label="(576, 192)"]; "618 mul_tensor_14" -> "620 sub_tensor_14" [style=solid, label="(576, 192)"]; @@ -2454,15 +2454,15 @@ strict digraph { "627 linalg_vector_norm_6" -> "628 clamp_min_6" [style=solid, label="(16, 6, 64, 1)"]; "628 clamp_min_6" -> "629 expand_as_6" [style=solid, label="(16, 6, 64, 1)"]; "629 expand_as_6" -> "630 div_6" [style=solid, label="(16, 6, 64, 32)"]; -"630 div_6" -> "631 quantize_per_tensor_default_21" [style=solid, label="(16, 6, 64, 32)"]; -"631 quantize_per_tensor_default_21" -> "632 dequantize_per_tensor_default_21" [style=solid, label="(16, 6, 64, 32)"]; -"632 dequantize_per_tensor_default_21" -> "640 matmul_6" [style=solid, label="(16, 6, 64, 32)"]; +"630 div_6" -> "631 quantize_per_tensor_42" [style=solid, label="(16, 6, 64, 32)"]; +"631 quantize_per_tensor_42" -> "632 dequantize_per_tensor_43" [style=solid, label="(16, 6, 64, 32)"]; +"632 dequantize_per_tensor_43" -> "640 matmul_6" [style=solid, label="(16, 6, 64, 32)"]; "633 linalg_vector_norm_7" -> "634 clamp_min_7" [style=solid, label="(16, 6, 64, 1)"]; "634 clamp_min_7" -> "635 expand_as_7" [style=solid, label="(16, 6, 64, 1)"]; "635 expand_as_7" -> "636 div_7" [style=solid, label="(16, 6, 64, 32)"]; -"636 div_7" -> "637 quantize_per_tensor_default_22" [style=solid, label="(16, 6, 64, 32)"]; -"637 quantize_per_tensor_default_22" -> "638 dequantize_per_tensor_default_22" [style=solid, label="(16, 6, 64, 32)"]; -"638 dequantize_per_tensor_default_22" -> "639 transpose_6" [style=solid, label="(16, 6, 64, 32)"]; +"636 div_7" -> "637 quantize_per_tensor_44" [style=solid, label="(16, 6, 64, 32)"]; +"637 quantize_per_tensor_44" -> "638 dequantize_per_tensor_45" [style=solid, label="(16, 6, 64, 32)"]; +"638 dequantize_per_tensor_45" -> "639 transpose_6" [style=solid, label="(16, 6, 64, 32)"]; "639 transpose_6" -> "640 matmul_6" [style=solid, label="(16, 6, 32, 64)"]; "640 matmul_6" -> "643 mul_7" [style=solid, label="(16, 6, 64, 64)"]; "641 clamp_3" -> "642 exp_3" [style=solid, label="(6, 1, 1)"]; @@ -2529,9 +2529,9 @@ strict digraph { "699 matmul_7" -> "700 transpose_7" [style=solid, label="(16, 6, 64, 32)"]; "700 transpose_7" -> "701 reshape_16" [style=solid, label="(16, 64, 6, 32)"]; "701 reshape_16" -> "702 reshape_16_0_0_nncf_smooth_quant_0" [style=solid, label="(16, 64, 192)"]; -"702 reshape_16_0_0_nncf_smooth_quant_0" -> "703 quantize_per_tensor_default_23" [style=solid, label="(16, 64, 192)"]; -"703 quantize_per_tensor_default_23" -> "704 dequantize_per_tensor_default_23" [style=solid, label="(16, 64, 192)"]; -"704 dequantize_per_tensor_default_23" -> "710 linear_22" [style=solid, label="(16, 64, 192)"]; +"702 reshape_16_0_0_nncf_smooth_quant_0" -> "703 quantize_per_tensor_46" [style=solid, label="(16, 64, 192)"]; +"703 quantize_per_tensor_46" -> "704 dequantize_per_tensor_47" [style=solid, label="(16, 64, 192)"]; +"704 dequantize_per_tensor_47" -> "710 linear_22" [style=solid, label="(16, 64, 192)"]; "705 scale_updated_constant15" -> "707 mul_tensor_15" [style=solid, label="(192, 1)"]; "706 compressed_weight_updated_constant15" -> "707 mul_tensor_15" [style=solid, label="(192, 192)"]; "707 mul_tensor_15" -> "709 sub_tensor_15" [style=solid, label="(192, 192)"]; @@ -2551,9 +2551,9 @@ strict digraph { "721 layer_norm_8" -> "722 add_12" [style=solid, label="(1, 28, 28, 192)"]; "722 add_12" -> "723 add_12_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 28, 28, 192)"]; "722 add_12" -> "745 add_13" [style=solid, label="(1, 28, 28, 192)"]; -"723 add_12_0_0_nncf_smooth_quant_0" -> "724 quantize_per_tensor_default_24" [style=solid, label="(1, 28, 28, 192)"]; -"724 quantize_per_tensor_default_24" -> "725 dequantize_per_tensor_default_24" [style=solid, label="(1, 28, 28, 192)"]; -"725 dequantize_per_tensor_default_24" -> "731 linear_23" [style=solid, label="(1, 28, 28, 192)"]; +"723 add_12_0_0_nncf_smooth_quant_0" -> "724 quantize_per_tensor_48" [style=solid, label="(1, 28, 28, 192)"]; +"724 quantize_per_tensor_48" -> "725 dequantize_per_tensor_49" [style=solid, label="(1, 28, 28, 192)"]; +"725 dequantize_per_tensor_49" -> "731 linear_23" [style=solid, label="(1, 28, 28, 192)"]; "726 scale_updated_constant16" -> "728 mul_tensor_16" [style=solid, label="(768, 1)"]; "727 compressed_weight_updated_constant16" -> "728 mul_tensor_16" [style=solid, label="(768, 192)"]; "728 mul_tensor_16" -> "730 sub_tensor_16" [style=solid, label="(768, 192)"]; @@ -2562,9 +2562,9 @@ strict digraph { "731 linear_23" -> "732 gelu_3" [style=solid, label="(1, 28, 28, 768)"]; "732 gelu_3" -> "733 dropout_14" [style=solid, label="(1, 28, 28, 768)"]; "733 dropout_14" -> "734 dropout_14_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 28, 28, 768)"]; -"734 dropout_14_0_0_nncf_smooth_quant_0" -> "735 quantize_per_tensor_default_25" [style=solid, label="(1, 28, 28, 768)"]; -"735 quantize_per_tensor_default_25" -> "736 dequantize_per_tensor_default_25" [style=solid, label="(1, 28, 28, 768)"]; -"736 dequantize_per_tensor_default_25" -> "742 linear_24" [style=solid, label="(1, 28, 28, 768)"]; +"734 dropout_14_0_0_nncf_smooth_quant_0" -> "735 quantize_per_tensor_50" [style=solid, label="(1, 28, 28, 768)"]; +"735 quantize_per_tensor_50" -> "736 dequantize_per_tensor_51" [style=solid, label="(1, 28, 28, 768)"]; +"736 dequantize_per_tensor_51" -> "742 linear_24" [style=solid, label="(1, 28, 28, 768)"]; "737 scale_updated_constant17" -> "739 mul_tensor_17" [style=solid, label="(192, 1)"]; "738 compressed_weight_updated_constant17" -> "739 mul_tensor_17" [style=solid, label="(192, 768)"]; "739 mul_tensor_17" -> "741 sub_tensor_17" [style=solid, label="(192, 768)"]; @@ -2591,9 +2591,9 @@ strict digraph { "757 slice_75" -> "758 slice_76" [style=solid, label="(1, 14, 14, 192)"]; "758 slice_76" -> "759 cat_1" [style=solid, label="(1, 14, 14, 192)"]; "759 cat_1" -> "760 cat_1_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 768)"]; -"760 cat_1_0_0_nncf_smooth_quant_0" -> "761 quantize_per_tensor_default_26" [style=solid, label="(1, 14, 14, 768)"]; -"761 quantize_per_tensor_default_26" -> "762 dequantize_per_tensor_default_26" [style=solid, label="(1, 14, 14, 768)"]; -"762 dequantize_per_tensor_default_26" -> "768 linear_25" [style=solid, label="(1, 14, 14, 768)"]; +"760 cat_1_0_0_nncf_smooth_quant_0" -> "761 quantize_per_tensor_52" [style=solid, label="(1, 14, 14, 768)"]; +"761 quantize_per_tensor_52" -> "762 dequantize_per_tensor_53" [style=solid, label="(1, 14, 14, 768)"]; +"762 dequantize_per_tensor_53" -> "768 linear_25" [style=solid, label="(1, 14, 14, 768)"]; "763 scale_updated_constant18" -> "765 mul_tensor_18" [style=solid, label="(384, 1)"]; "764 compressed_weight_updated_constant18" -> "765 mul_tensor_18" [style=solid, label="(384, 768)"]; "765 mul_tensor_18" -> "767 sub_tensor_18" [style=solid, label="(384, 768)"]; @@ -2624,9 +2624,9 @@ strict digraph { "789 clone_4" -> "790 slice_77" [style=solid, label="(1152,)"]; "789 clone_4" -> "800 linear_28" [style=solid, label="(1152,)"]; "790 slice_77" -> "791 zero__4" [style=solid, label="(384,)"]; -"792 reshape_18_0_0_nncf_smooth_quant_0" -> "793 quantize_per_tensor_default_27" [style=solid, label="(4, 64, 384)"]; -"793 quantize_per_tensor_default_27" -> "794 dequantize_per_tensor_default_27" [style=solid, label="(4, 64, 384)"]; -"794 dequantize_per_tensor_default_27" -> "800 linear_28" [style=solid, label="(4, 64, 384)"]; +"792 reshape_18_0_0_nncf_smooth_quant_0" -> "793 quantize_per_tensor_54" [style=solid, label="(4, 64, 384)"]; +"793 quantize_per_tensor_54" -> "794 dequantize_per_tensor_55" [style=solid, label="(4, 64, 384)"]; +"794 dequantize_per_tensor_55" -> "800 linear_28" [style=solid, label="(4, 64, 384)"]; "795 scale_updated_constant19" -> "797 mul_tensor_19" [style=solid, label="(1152, 1)"]; "796 compressed_weight_updated_constant19" -> "797 mul_tensor_19" [style=solid, label="(1152, 384)"]; "797 mul_tensor_19" -> "799 sub_tensor_19" [style=solid, label="(1152, 384)"]; @@ -2647,15 +2647,15 @@ strict digraph { "806 linalg_vector_norm_8" -> "807 clamp_min_8" [style=solid, label="(4, 12, 64, 1)"]; "807 clamp_min_8" -> "808 expand_as_8" [style=solid, label="(4, 12, 64, 1)"]; "808 expand_as_8" -> "809 div_8" [style=solid, label="(4, 12, 64, 32)"]; -"809 div_8" -> "810 quantize_per_tensor_default_28" [style=solid, label="(4, 12, 64, 32)"]; -"810 quantize_per_tensor_default_28" -> "811 dequantize_per_tensor_default_28" [style=solid, label="(4, 12, 64, 32)"]; -"811 dequantize_per_tensor_default_28" -> "819 matmul_8" [style=solid, label="(4, 12, 64, 32)"]; +"809 div_8" -> "810 quantize_per_tensor_56" [style=solid, label="(4, 12, 64, 32)"]; +"810 quantize_per_tensor_56" -> "811 dequantize_per_tensor_57" [style=solid, label="(4, 12, 64, 32)"]; +"811 dequantize_per_tensor_57" -> "819 matmul_8" [style=solid, label="(4, 12, 64, 32)"]; "812 linalg_vector_norm_9" -> "813 clamp_min_9" [style=solid, label="(4, 12, 64, 1)"]; "813 clamp_min_9" -> "814 expand_as_9" [style=solid, label="(4, 12, 64, 1)"]; "814 expand_as_9" -> "815 div_9" [style=solid, label="(4, 12, 64, 32)"]; -"815 div_9" -> "816 quantize_per_tensor_default_29" [style=solid, label="(4, 12, 64, 32)"]; -"816 quantize_per_tensor_default_29" -> "817 dequantize_per_tensor_default_29" [style=solid, label="(4, 12, 64, 32)"]; -"817 dequantize_per_tensor_default_29" -> "818 transpose_8" [style=solid, label="(4, 12, 64, 32)"]; +"815 div_9" -> "816 quantize_per_tensor_58" [style=solid, label="(4, 12, 64, 32)"]; +"816 quantize_per_tensor_58" -> "817 dequantize_per_tensor_59" [style=solid, label="(4, 12, 64, 32)"]; +"817 dequantize_per_tensor_59" -> "818 transpose_8" [style=solid, label="(4, 12, 64, 32)"]; "818 transpose_8" -> "819 matmul_8" [style=solid, label="(4, 12, 32, 64)"]; "819 matmul_8" -> "822 mul_9" [style=solid, label="(4, 12, 64, 64)"]; "820 clamp_4" -> "821 exp_4" [style=solid, label="(12, 1, 1)"]; @@ -2667,9 +2667,9 @@ strict digraph { "826 matmul_9" -> "827 transpose_9" [style=solid, label="(4, 12, 64, 32)"]; "827 transpose_9" -> "828 reshape_20" [style=solid, label="(4, 64, 12, 32)"]; "828 reshape_20" -> "829 reshape_20_0_0_nncf_smooth_quant_0" [style=solid, label="(4, 64, 384)"]; -"829 reshape_20_0_0_nncf_smooth_quant_0" -> "830 quantize_per_tensor_default_30" [style=solid, label="(4, 64, 384)"]; -"830 quantize_per_tensor_default_30" -> "831 dequantize_per_tensor_default_30" [style=solid, label="(4, 64, 384)"]; -"831 dequantize_per_tensor_default_30" -> "837 linear_29" [style=solid, label="(4, 64, 384)"]; +"829 reshape_20_0_0_nncf_smooth_quant_0" -> "830 quantize_per_tensor_60" [style=solid, label="(4, 64, 384)"]; +"830 quantize_per_tensor_60" -> "831 dequantize_per_tensor_61" [style=solid, label="(4, 64, 384)"]; +"831 dequantize_per_tensor_61" -> "837 linear_29" [style=solid, label="(4, 64, 384)"]; "832 scale_updated_constant20" -> "834 mul_tensor_20" [style=solid, label="(384, 1)"]; "833 compressed_weight_updated_constant20" -> "834 mul_tensor_20" [style=solid, label="(384, 384)"]; "834 mul_tensor_20" -> "836 sub_tensor_20" [style=solid, label="(384, 384)"]; @@ -2688,9 +2688,9 @@ strict digraph { "847 layer_norm_11" -> "848 add_15" [style=solid, label="(1, 14, 14, 384)"]; "848 add_15" -> "849 add_15_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 384)"]; "848 add_15" -> "871 add_16" [style=solid, label="(1, 14, 14, 384)"]; -"849 add_15_0_0_nncf_smooth_quant_0" -> "850 quantize_per_tensor_default_31" [style=solid, label="(1, 14, 14, 384)"]; -"850 quantize_per_tensor_default_31" -> "851 dequantize_per_tensor_default_31" [style=solid, label="(1, 14, 14, 384)"]; -"851 dequantize_per_tensor_default_31" -> "857 linear_30" [style=solid, label="(1, 14, 14, 384)"]; +"849 add_15_0_0_nncf_smooth_quant_0" -> "850 quantize_per_tensor_62" [style=solid, label="(1, 14, 14, 384)"]; +"850 quantize_per_tensor_62" -> "851 dequantize_per_tensor_63" [style=solid, label="(1, 14, 14, 384)"]; +"851 dequantize_per_tensor_63" -> "857 linear_30" [style=solid, label="(1, 14, 14, 384)"]; "852 scale_updated_constant21" -> "854 mul_tensor_21" [style=solid, label="(1536, 1)"]; "853 compressed_weight_updated_constant21" -> "854 mul_tensor_21" [style=solid, label="(1536, 384)"]; "854 mul_tensor_21" -> "856 sub_tensor_21" [style=solid, label="(1536, 384)"]; @@ -2699,9 +2699,9 @@ strict digraph { "857 linear_30" -> "858 gelu_4" [style=solid, label="(1, 14, 14, 1536)"]; "858 gelu_4" -> "859 dropout_18" [style=solid, label="(1, 14, 14, 1536)"]; "859 dropout_18" -> "860 dropout_18_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 1536)"]; -"860 dropout_18_0_0_nncf_smooth_quant_0" -> "861 quantize_per_tensor_default_32" [style=solid, label="(1, 14, 14, 1536)"]; -"861 quantize_per_tensor_default_32" -> "862 dequantize_per_tensor_default_32" [style=solid, label="(1, 14, 14, 1536)"]; -"862 dequantize_per_tensor_default_32" -> "868 linear_31" [style=solid, label="(1, 14, 14, 1536)"]; +"860 dropout_18_0_0_nncf_smooth_quant_0" -> "861 quantize_per_tensor_64" [style=solid, label="(1, 14, 14, 1536)"]; +"861 quantize_per_tensor_64" -> "862 dequantize_per_tensor_65" [style=solid, label="(1, 14, 14, 1536)"]; +"862 dequantize_per_tensor_65" -> "868 linear_31" [style=solid, label="(1, 14, 14, 1536)"]; "863 scale_updated_constant22" -> "865 mul_tensor_22" [style=solid, label="(384, 1)"]; "864 compressed_weight_updated_constant22" -> "865 mul_tensor_22" [style=solid, label="(384, 1536)"]; "865 mul_tensor_22" -> "867 sub_tensor_22" [style=solid, label="(384, 1536)"]; @@ -2736,9 +2736,9 @@ strict digraph { "892 clone_5" -> "893 slice_82" [style=solid, label="(1152,)"]; "892 clone_5" -> "903 linear_34" [style=solid, label="(1152,)"]; "893 slice_82" -> "894 zero__5" [style=solid, label="(384,)"]; -"895 reshape_22_0_0_nncf_smooth_quant_0" -> "896 quantize_per_tensor_default_33" [style=solid, label="(4, 64, 384)"]; -"896 quantize_per_tensor_default_33" -> "897 dequantize_per_tensor_default_33" [style=solid, label="(4, 64, 384)"]; -"897 dequantize_per_tensor_default_33" -> "903 linear_34" [style=solid, label="(4, 64, 384)"]; +"895 reshape_22_0_0_nncf_smooth_quant_0" -> "896 quantize_per_tensor_66" [style=solid, label="(4, 64, 384)"]; +"896 quantize_per_tensor_66" -> "897 dequantize_per_tensor_67" [style=solid, label="(4, 64, 384)"]; +"897 dequantize_per_tensor_67" -> "903 linear_34" [style=solid, label="(4, 64, 384)"]; "898 scale_updated_constant23" -> "900 mul_tensor_23" [style=solid, label="(1152, 1)"]; "899 compressed_weight_updated_constant23" -> "900 mul_tensor_23" [style=solid, label="(1152, 384)"]; "900 mul_tensor_23" -> "902 sub_tensor_23" [style=solid, label="(1152, 384)"]; @@ -2759,15 +2759,15 @@ strict digraph { "909 linalg_vector_norm_10" -> "910 clamp_min_10" [style=solid, label="(4, 12, 64, 1)"]; "910 clamp_min_10" -> "911 expand_as_10" [style=solid, label="(4, 12, 64, 1)"]; "911 expand_as_10" -> "912 div_10" [style=solid, label="(4, 12, 64, 32)"]; -"912 div_10" -> "913 quantize_per_tensor_default_34" [style=solid, label="(4, 12, 64, 32)"]; -"913 quantize_per_tensor_default_34" -> "914 dequantize_per_tensor_default_34" [style=solid, label="(4, 12, 64, 32)"]; -"914 dequantize_per_tensor_default_34" -> "922 matmul_10" [style=solid, label="(4, 12, 64, 32)"]; +"912 div_10" -> "913 quantize_per_tensor_68" [style=solid, label="(4, 12, 64, 32)"]; +"913 quantize_per_tensor_68" -> "914 dequantize_per_tensor_69" [style=solid, label="(4, 12, 64, 32)"]; +"914 dequantize_per_tensor_69" -> "922 matmul_10" [style=solid, label="(4, 12, 64, 32)"]; "915 linalg_vector_norm_11" -> "916 clamp_min_11" [style=solid, label="(4, 12, 64, 1)"]; "916 clamp_min_11" -> "917 expand_as_11" [style=solid, label="(4, 12, 64, 1)"]; "917 expand_as_11" -> "918 div_11" [style=solid, label="(4, 12, 64, 32)"]; -"918 div_11" -> "919 quantize_per_tensor_default_35" [style=solid, label="(4, 12, 64, 32)"]; -"919 quantize_per_tensor_default_35" -> "920 dequantize_per_tensor_default_35" [style=solid, label="(4, 12, 64, 32)"]; -"920 dequantize_per_tensor_default_35" -> "921 transpose_10" [style=solid, label="(4, 12, 64, 32)"]; +"918 div_11" -> "919 quantize_per_tensor_70" [style=solid, label="(4, 12, 64, 32)"]; +"919 quantize_per_tensor_70" -> "920 dequantize_per_tensor_71" [style=solid, label="(4, 12, 64, 32)"]; +"920 dequantize_per_tensor_71" -> "921 transpose_10" [style=solid, label="(4, 12, 64, 32)"]; "921 transpose_10" -> "922 matmul_10" [style=solid, label="(4, 12, 32, 64)"]; "922 matmul_10" -> "925 mul_11" [style=solid, label="(4, 12, 64, 64)"]; "923 clamp_5" -> "924 exp_5" [style=solid, label="(12, 1, 1)"]; @@ -2834,9 +2834,9 @@ strict digraph { "981 matmul_11" -> "982 transpose_11" [style=solid, label="(4, 12, 64, 32)"]; "982 transpose_11" -> "983 reshape_25" [style=solid, label="(4, 64, 12, 32)"]; "983 reshape_25" -> "984 reshape_25_0_0_nncf_smooth_quant_0" [style=solid, label="(4, 64, 384)"]; -"984 reshape_25_0_0_nncf_smooth_quant_0" -> "985 quantize_per_tensor_default_36" [style=solid, label="(4, 64, 384)"]; -"985 quantize_per_tensor_default_36" -> "986 dequantize_per_tensor_default_36" [style=solid, label="(4, 64, 384)"]; -"986 dequantize_per_tensor_default_36" -> "992 linear_35" [style=solid, label="(4, 64, 384)"]; +"984 reshape_25_0_0_nncf_smooth_quant_0" -> "985 quantize_per_tensor_72" [style=solid, label="(4, 64, 384)"]; +"985 quantize_per_tensor_72" -> "986 dequantize_per_tensor_73" [style=solid, label="(4, 64, 384)"]; +"986 dequantize_per_tensor_73" -> "992 linear_35" [style=solid, label="(4, 64, 384)"]; "987 scale_updated_constant24" -> "989 mul_tensor_24" [style=solid, label="(384, 1)"]; "988 compressed_weight_updated_constant24" -> "989 mul_tensor_24" [style=solid, label="(384, 384)"]; "989 mul_tensor_24" -> "991 sub_tensor_24" [style=solid, label="(384, 384)"]; @@ -2856,9 +2856,9 @@ strict digraph { "1003 layer_norm_13" -> "1004 add_19" [style=solid, label="(1, 14, 14, 384)"]; "1004 add_19" -> "1005 add_19_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 384)"]; "1004 add_19" -> "1027 add_20" [style=solid, label="(1, 14, 14, 384)"]; -"1005 add_19_0_0_nncf_smooth_quant_0" -> "1006 quantize_per_tensor_default_37" [style=solid, label="(1, 14, 14, 384)"]; -"1006 quantize_per_tensor_default_37" -> "1007 dequantize_per_tensor_default_37" [style=solid, label="(1, 14, 14, 384)"]; -"1007 dequantize_per_tensor_default_37" -> "1013 linear_36" [style=solid, label="(1, 14, 14, 384)"]; +"1005 add_19_0_0_nncf_smooth_quant_0" -> "1006 quantize_per_tensor_74" [style=solid, label="(1, 14, 14, 384)"]; +"1006 quantize_per_tensor_74" -> "1007 dequantize_per_tensor_75" [style=solid, label="(1, 14, 14, 384)"]; +"1007 dequantize_per_tensor_75" -> "1013 linear_36" [style=solid, label="(1, 14, 14, 384)"]; "1008 scale_updated_constant25" -> "1010 mul_tensor_25" [style=solid, label="(1536, 1)"]; "1009 compressed_weight_updated_constant25" -> "1010 mul_tensor_25" [style=solid, label="(1536, 384)"]; "1010 mul_tensor_25" -> "1012 sub_tensor_25" [style=solid, label="(1536, 384)"]; @@ -2867,9 +2867,9 @@ strict digraph { "1013 linear_36" -> "1014 gelu_5" [style=solid, label="(1, 14, 14, 1536)"]; "1014 gelu_5" -> "1015 dropout_22" [style=solid, label="(1, 14, 14, 1536)"]; "1015 dropout_22" -> "1016 dropout_22_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 1536)"]; -"1016 dropout_22_0_0_nncf_smooth_quant_0" -> "1017 quantize_per_tensor_default_38" [style=solid, label="(1, 14, 14, 1536)"]; -"1017 quantize_per_tensor_default_38" -> "1018 dequantize_per_tensor_default_38" [style=solid, label="(1, 14, 14, 1536)"]; -"1018 dequantize_per_tensor_default_38" -> "1024 linear_37" [style=solid, label="(1, 14, 14, 1536)"]; +"1016 dropout_22_0_0_nncf_smooth_quant_0" -> "1017 quantize_per_tensor_76" [style=solid, label="(1, 14, 14, 1536)"]; +"1017 quantize_per_tensor_76" -> "1018 dequantize_per_tensor_77" [style=solid, label="(1, 14, 14, 1536)"]; +"1018 dequantize_per_tensor_77" -> "1024 linear_37" [style=solid, label="(1, 14, 14, 1536)"]; "1019 scale_updated_constant26" -> "1021 mul_tensor_26" [style=solid, label="(384, 1)"]; "1020 compressed_weight_updated_constant26" -> "1021 mul_tensor_26" [style=solid, label="(384, 1536)"]; "1021 mul_tensor_26" -> "1023 sub_tensor_26" [style=solid, label="(384, 1536)"]; @@ -2902,9 +2902,9 @@ strict digraph { "1047 clone_6" -> "1048 slice_105" [style=solid, label="(1152,)"]; "1047 clone_6" -> "1058 linear_40" [style=solid, label="(1152,)"]; "1048 slice_105" -> "1049 zero__6" [style=solid, label="(384,)"]; -"1050 reshape_27_0_0_nncf_smooth_quant_0" -> "1051 quantize_per_tensor_default_39" [style=solid, label="(4, 64, 384)"]; -"1051 quantize_per_tensor_default_39" -> "1052 dequantize_per_tensor_default_39" [style=solid, label="(4, 64, 384)"]; -"1052 dequantize_per_tensor_default_39" -> "1058 linear_40" [style=solid, label="(4, 64, 384)"]; +"1050 reshape_27_0_0_nncf_smooth_quant_0" -> "1051 quantize_per_tensor_78" [style=solid, label="(4, 64, 384)"]; +"1051 quantize_per_tensor_78" -> "1052 dequantize_per_tensor_79" [style=solid, label="(4, 64, 384)"]; +"1052 dequantize_per_tensor_79" -> "1058 linear_40" [style=solid, label="(4, 64, 384)"]; "1053 scale_updated_constant27" -> "1055 mul_tensor_27" [style=solid, label="(1152, 1)"]; "1054 compressed_weight_updated_constant27" -> "1055 mul_tensor_27" [style=solid, label="(1152, 384)"]; "1055 mul_tensor_27" -> "1057 sub_tensor_27" [style=solid, label="(1152, 384)"]; @@ -2925,15 +2925,15 @@ strict digraph { "1064 linalg_vector_norm_12" -> "1065 clamp_min_12" [style=solid, label="(4, 12, 64, 1)"]; "1065 clamp_min_12" -> "1066 expand_as_12" [style=solid, label="(4, 12, 64, 1)"]; "1066 expand_as_12" -> "1067 div_12" [style=solid, label="(4, 12, 64, 32)"]; -"1067 div_12" -> "1068 quantize_per_tensor_default_40" [style=solid, label="(4, 12, 64, 32)"]; -"1068 quantize_per_tensor_default_40" -> "1069 dequantize_per_tensor_default_40" [style=solid, label="(4, 12, 64, 32)"]; -"1069 dequantize_per_tensor_default_40" -> "1077 matmul_12" [style=solid, label="(4, 12, 64, 32)"]; +"1067 div_12" -> "1068 quantize_per_tensor_80" [style=solid, label="(4, 12, 64, 32)"]; +"1068 quantize_per_tensor_80" -> "1069 dequantize_per_tensor_81" [style=solid, label="(4, 12, 64, 32)"]; +"1069 dequantize_per_tensor_81" -> "1077 matmul_12" [style=solid, label="(4, 12, 64, 32)"]; "1070 linalg_vector_norm_13" -> "1071 clamp_min_13" [style=solid, label="(4, 12, 64, 1)"]; "1071 clamp_min_13" -> "1072 expand_as_13" [style=solid, label="(4, 12, 64, 1)"]; "1072 expand_as_13" -> "1073 div_13" [style=solid, label="(4, 12, 64, 32)"]; -"1073 div_13" -> "1074 quantize_per_tensor_default_41" [style=solid, label="(4, 12, 64, 32)"]; -"1074 quantize_per_tensor_default_41" -> "1075 dequantize_per_tensor_default_41" [style=solid, label="(4, 12, 64, 32)"]; -"1075 dequantize_per_tensor_default_41" -> "1076 transpose_12" [style=solid, label="(4, 12, 64, 32)"]; +"1073 div_13" -> "1074 quantize_per_tensor_82" [style=solid, label="(4, 12, 64, 32)"]; +"1074 quantize_per_tensor_82" -> "1075 dequantize_per_tensor_83" [style=solid, label="(4, 12, 64, 32)"]; +"1075 dequantize_per_tensor_83" -> "1076 transpose_12" [style=solid, label="(4, 12, 64, 32)"]; "1076 transpose_12" -> "1077 matmul_12" [style=solid, label="(4, 12, 32, 64)"]; "1077 matmul_12" -> "1080 mul_13" [style=solid, label="(4, 12, 64, 64)"]; "1078 clamp_6" -> "1079 exp_6" [style=solid, label="(12, 1, 1)"]; @@ -2945,9 +2945,9 @@ strict digraph { "1084 matmul_13" -> "1085 transpose_13" [style=solid, label="(4, 12, 64, 32)"]; "1085 transpose_13" -> "1086 reshape_29" [style=solid, label="(4, 64, 12, 32)"]; "1086 reshape_29" -> "1087 reshape_29_0_0_nncf_smooth_quant_0" [style=solid, label="(4, 64, 384)"]; -"1087 reshape_29_0_0_nncf_smooth_quant_0" -> "1088 quantize_per_tensor_default_42" [style=solid, label="(4, 64, 384)"]; -"1088 quantize_per_tensor_default_42" -> "1089 dequantize_per_tensor_default_42" [style=solid, label="(4, 64, 384)"]; -"1089 dequantize_per_tensor_default_42" -> "1095 linear_41" [style=solid, label="(4, 64, 384)"]; +"1087 reshape_29_0_0_nncf_smooth_quant_0" -> "1088 quantize_per_tensor_84" [style=solid, label="(4, 64, 384)"]; +"1088 quantize_per_tensor_84" -> "1089 dequantize_per_tensor_85" [style=solid, label="(4, 64, 384)"]; +"1089 dequantize_per_tensor_85" -> "1095 linear_41" [style=solid, label="(4, 64, 384)"]; "1090 scale_updated_constant28" -> "1092 mul_tensor_28" [style=solid, label="(384, 1)"]; "1091 compressed_weight_updated_constant28" -> "1092 mul_tensor_28" [style=solid, label="(384, 384)"]; "1092 mul_tensor_28" -> "1094 sub_tensor_28" [style=solid, label="(384, 384)"]; @@ -2966,9 +2966,9 @@ strict digraph { "1105 layer_norm_15" -> "1106 add_22" [style=solid, label="(1, 14, 14, 384)"]; "1106 add_22" -> "1107 add_22_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 384)"]; "1106 add_22" -> "1129 add_23" [style=solid, label="(1, 14, 14, 384)"]; -"1107 add_22_0_0_nncf_smooth_quant_0" -> "1108 quantize_per_tensor_default_43" [style=solid, label="(1, 14, 14, 384)"]; -"1108 quantize_per_tensor_default_43" -> "1109 dequantize_per_tensor_default_43" [style=solid, label="(1, 14, 14, 384)"]; -"1109 dequantize_per_tensor_default_43" -> "1115 linear_42" [style=solid, label="(1, 14, 14, 384)"]; +"1107 add_22_0_0_nncf_smooth_quant_0" -> "1108 quantize_per_tensor_86" [style=solid, label="(1, 14, 14, 384)"]; +"1108 quantize_per_tensor_86" -> "1109 dequantize_per_tensor_87" [style=solid, label="(1, 14, 14, 384)"]; +"1109 dequantize_per_tensor_87" -> "1115 linear_42" [style=solid, label="(1, 14, 14, 384)"]; "1110 scale_updated_constant29" -> "1112 mul_tensor_29" [style=solid, label="(1536, 1)"]; "1111 compressed_weight_updated_constant29" -> "1112 mul_tensor_29" [style=solid, label="(1536, 384)"]; "1112 mul_tensor_29" -> "1114 sub_tensor_29" [style=solid, label="(1536, 384)"]; @@ -2977,9 +2977,9 @@ strict digraph { "1115 linear_42" -> "1116 gelu_6" [style=solid, label="(1, 14, 14, 1536)"]; "1116 gelu_6" -> "1117 dropout_26" [style=solid, label="(1, 14, 14, 1536)"]; "1117 dropout_26" -> "1118 dropout_26_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 1536)"]; -"1118 dropout_26_0_0_nncf_smooth_quant_0" -> "1119 quantize_per_tensor_default_44" [style=solid, label="(1, 14, 14, 1536)"]; -"1119 quantize_per_tensor_default_44" -> "1120 dequantize_per_tensor_default_44" [style=solid, label="(1, 14, 14, 1536)"]; -"1120 dequantize_per_tensor_default_44" -> "1126 linear_43" [style=solid, label="(1, 14, 14, 1536)"]; +"1118 dropout_26_0_0_nncf_smooth_quant_0" -> "1119 quantize_per_tensor_88" [style=solid, label="(1, 14, 14, 1536)"]; +"1119 quantize_per_tensor_88" -> "1120 dequantize_per_tensor_89" [style=solid, label="(1, 14, 14, 1536)"]; +"1120 dequantize_per_tensor_89" -> "1126 linear_43" [style=solid, label="(1, 14, 14, 1536)"]; "1121 scale_updated_constant30" -> "1123 mul_tensor_30" [style=solid, label="(384, 1)"]; "1122 compressed_weight_updated_constant30" -> "1123 mul_tensor_30" [style=solid, label="(384, 1536)"]; "1123 mul_tensor_30" -> "1125 sub_tensor_30" [style=solid, label="(384, 1536)"]; @@ -3014,9 +3014,9 @@ strict digraph { "1150 clone_7" -> "1151 slice_110" [style=solid, label="(1152,)"]; "1150 clone_7" -> "1161 linear_46" [style=solid, label="(1152,)"]; "1151 slice_110" -> "1152 zero__7" [style=solid, label="(384,)"]; -"1153 reshape_31_0_0_nncf_smooth_quant_0" -> "1154 quantize_per_tensor_default_45" [style=solid, label="(4, 64, 384)"]; -"1154 quantize_per_tensor_default_45" -> "1155 dequantize_per_tensor_default_45" [style=solid, label="(4, 64, 384)"]; -"1155 dequantize_per_tensor_default_45" -> "1161 linear_46" [style=solid, label="(4, 64, 384)"]; +"1153 reshape_31_0_0_nncf_smooth_quant_0" -> "1154 quantize_per_tensor_90" [style=solid, label="(4, 64, 384)"]; +"1154 quantize_per_tensor_90" -> "1155 dequantize_per_tensor_91" [style=solid, label="(4, 64, 384)"]; +"1155 dequantize_per_tensor_91" -> "1161 linear_46" [style=solid, label="(4, 64, 384)"]; "1156 scale_updated_constant31" -> "1158 mul_tensor_31" [style=solid, label="(1152, 1)"]; "1157 compressed_weight_updated_constant31" -> "1158 mul_tensor_31" [style=solid, label="(1152, 384)"]; "1158 mul_tensor_31" -> "1160 sub_tensor_31" [style=solid, label="(1152, 384)"]; @@ -3037,15 +3037,15 @@ strict digraph { "1167 linalg_vector_norm_14" -> "1168 clamp_min_14" [style=solid, label="(4, 12, 64, 1)"]; "1168 clamp_min_14" -> "1169 expand_as_14" [style=solid, label="(4, 12, 64, 1)"]; "1169 expand_as_14" -> "1170 div_14" [style=solid, label="(4, 12, 64, 32)"]; -"1170 div_14" -> "1171 quantize_per_tensor_default_46" [style=solid, label="(4, 12, 64, 32)"]; -"1171 quantize_per_tensor_default_46" -> "1172 dequantize_per_tensor_default_46" [style=solid, label="(4, 12, 64, 32)"]; -"1172 dequantize_per_tensor_default_46" -> "1180 matmul_14" [style=solid, label="(4, 12, 64, 32)"]; +"1170 div_14" -> "1171 quantize_per_tensor_92" [style=solid, label="(4, 12, 64, 32)"]; +"1171 quantize_per_tensor_92" -> "1172 dequantize_per_tensor_93" [style=solid, label="(4, 12, 64, 32)"]; +"1172 dequantize_per_tensor_93" -> "1180 matmul_14" [style=solid, label="(4, 12, 64, 32)"]; "1173 linalg_vector_norm_15" -> "1174 clamp_min_15" [style=solid, label="(4, 12, 64, 1)"]; "1174 clamp_min_15" -> "1175 expand_as_15" [style=solid, label="(4, 12, 64, 1)"]; "1175 expand_as_15" -> "1176 div_15" [style=solid, label="(4, 12, 64, 32)"]; -"1176 div_15" -> "1177 quantize_per_tensor_default_47" [style=solid, label="(4, 12, 64, 32)"]; -"1177 quantize_per_tensor_default_47" -> "1178 dequantize_per_tensor_default_47" [style=solid, label="(4, 12, 64, 32)"]; -"1178 dequantize_per_tensor_default_47" -> "1179 transpose_14" [style=solid, label="(4, 12, 64, 32)"]; +"1176 div_15" -> "1177 quantize_per_tensor_94" [style=solid, label="(4, 12, 64, 32)"]; +"1177 quantize_per_tensor_94" -> "1178 dequantize_per_tensor_95" [style=solid, label="(4, 12, 64, 32)"]; +"1178 dequantize_per_tensor_95" -> "1179 transpose_14" [style=solid, label="(4, 12, 64, 32)"]; "1179 transpose_14" -> "1180 matmul_14" [style=solid, label="(4, 12, 32, 64)"]; "1180 matmul_14" -> "1183 mul_15" [style=solid, label="(4, 12, 64, 64)"]; "1181 clamp_7" -> "1182 exp_7" [style=solid, label="(12, 1, 1)"]; @@ -3112,9 +3112,9 @@ strict digraph { "1239 matmul_15" -> "1240 transpose_15" [style=solid, label="(4, 12, 64, 32)"]; "1240 transpose_15" -> "1241 reshape_34" [style=solid, label="(4, 64, 12, 32)"]; "1241 reshape_34" -> "1242 reshape_34_0_0_nncf_smooth_quant_0" [style=solid, label="(4, 64, 384)"]; -"1242 reshape_34_0_0_nncf_smooth_quant_0" -> "1243 quantize_per_tensor_default_48" [style=solid, label="(4, 64, 384)"]; -"1243 quantize_per_tensor_default_48" -> "1244 dequantize_per_tensor_default_48" [style=solid, label="(4, 64, 384)"]; -"1244 dequantize_per_tensor_default_48" -> "1250 linear_47" [style=solid, label="(4, 64, 384)"]; +"1242 reshape_34_0_0_nncf_smooth_quant_0" -> "1243 quantize_per_tensor_96" [style=solid, label="(4, 64, 384)"]; +"1243 quantize_per_tensor_96" -> "1244 dequantize_per_tensor_97" [style=solid, label="(4, 64, 384)"]; +"1244 dequantize_per_tensor_97" -> "1250 linear_47" [style=solid, label="(4, 64, 384)"]; "1245 scale_updated_constant32" -> "1247 mul_tensor_32" [style=solid, label="(384, 1)"]; "1246 compressed_weight_updated_constant32" -> "1247 mul_tensor_32" [style=solid, label="(384, 384)"]; "1247 mul_tensor_32" -> "1249 sub_tensor_32" [style=solid, label="(384, 384)"]; @@ -3134,9 +3134,9 @@ strict digraph { "1261 layer_norm_17" -> "1262 add_26" [style=solid, label="(1, 14, 14, 384)"]; "1262 add_26" -> "1263 add_26_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 384)"]; "1262 add_26" -> "1285 add_27" [style=solid, label="(1, 14, 14, 384)"]; -"1263 add_26_0_0_nncf_smooth_quant_0" -> "1264 quantize_per_tensor_default_49" [style=solid, label="(1, 14, 14, 384)"]; -"1264 quantize_per_tensor_default_49" -> "1265 dequantize_per_tensor_default_49" [style=solid, label="(1, 14, 14, 384)"]; -"1265 dequantize_per_tensor_default_49" -> "1271 linear_48" [style=solid, label="(1, 14, 14, 384)"]; +"1263 add_26_0_0_nncf_smooth_quant_0" -> "1264 quantize_per_tensor_98" [style=solid, label="(1, 14, 14, 384)"]; +"1264 quantize_per_tensor_98" -> "1265 dequantize_per_tensor_99" [style=solid, label="(1, 14, 14, 384)"]; +"1265 dequantize_per_tensor_99" -> "1271 linear_48" [style=solid, label="(1, 14, 14, 384)"]; "1266 scale_updated_constant33" -> "1268 mul_tensor_33" [style=solid, label="(1536, 1)"]; "1267 compressed_weight_updated_constant33" -> "1268 mul_tensor_33" [style=solid, label="(1536, 384)"]; "1268 mul_tensor_33" -> "1270 sub_tensor_33" [style=solid, label="(1536, 384)"]; @@ -3145,9 +3145,9 @@ strict digraph { "1271 linear_48" -> "1272 gelu_7" [style=solid, label="(1, 14, 14, 1536)"]; "1272 gelu_7" -> "1273 dropout_30" [style=solid, label="(1, 14, 14, 1536)"]; "1273 dropout_30" -> "1274 dropout_30_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 1536)"]; -"1274 dropout_30_0_0_nncf_smooth_quant_0" -> "1275 quantize_per_tensor_default_50" [style=solid, label="(1, 14, 14, 1536)"]; -"1275 quantize_per_tensor_default_50" -> "1276 dequantize_per_tensor_default_50" [style=solid, label="(1, 14, 14, 1536)"]; -"1276 dequantize_per_tensor_default_50" -> "1282 linear_49" [style=solid, label="(1, 14, 14, 1536)"]; +"1274 dropout_30_0_0_nncf_smooth_quant_0" -> "1275 quantize_per_tensor_100" [style=solid, label="(1, 14, 14, 1536)"]; +"1275 quantize_per_tensor_100" -> "1276 dequantize_per_tensor_101" [style=solid, label="(1, 14, 14, 1536)"]; +"1276 dequantize_per_tensor_101" -> "1282 linear_49" [style=solid, label="(1, 14, 14, 1536)"]; "1277 scale_updated_constant34" -> "1279 mul_tensor_34" [style=solid, label="(384, 1)"]; "1278 compressed_weight_updated_constant34" -> "1279 mul_tensor_34" [style=solid, label="(384, 1536)"]; "1279 mul_tensor_34" -> "1281 sub_tensor_34" [style=solid, label="(384, 1536)"]; @@ -3180,9 +3180,9 @@ strict digraph { "1305 clone_8" -> "1306 slice_133" [style=solid, label="(1152,)"]; "1305 clone_8" -> "1316 linear_52" [style=solid, label="(1152,)"]; "1306 slice_133" -> "1307 zero__8" [style=solid, label="(384,)"]; -"1308 reshape_36_0_0_nncf_smooth_quant_0" -> "1309 quantize_per_tensor_default_51" [style=solid, label="(4, 64, 384)"]; -"1309 quantize_per_tensor_default_51" -> "1310 dequantize_per_tensor_default_51" [style=solid, label="(4, 64, 384)"]; -"1310 dequantize_per_tensor_default_51" -> "1316 linear_52" [style=solid, label="(4, 64, 384)"]; +"1308 reshape_36_0_0_nncf_smooth_quant_0" -> "1309 quantize_per_tensor_102" [style=solid, label="(4, 64, 384)"]; +"1309 quantize_per_tensor_102" -> "1310 dequantize_per_tensor_103" [style=solid, label="(4, 64, 384)"]; +"1310 dequantize_per_tensor_103" -> "1316 linear_52" [style=solid, label="(4, 64, 384)"]; "1311 scale_updated_constant35" -> "1313 mul_tensor_35" [style=solid, label="(1152, 1)"]; "1312 compressed_weight_updated_constant35" -> "1313 mul_tensor_35" [style=solid, label="(1152, 384)"]; "1313 mul_tensor_35" -> "1315 sub_tensor_35" [style=solid, label="(1152, 384)"]; @@ -3203,15 +3203,15 @@ strict digraph { "1322 linalg_vector_norm_16" -> "1323 clamp_min_16" [style=solid, label="(4, 12, 64, 1)"]; "1323 clamp_min_16" -> "1324 expand_as_16" [style=solid, label="(4, 12, 64, 1)"]; "1324 expand_as_16" -> "1325 div_16" [style=solid, label="(4, 12, 64, 32)"]; -"1325 div_16" -> "1326 quantize_per_tensor_default_52" [style=solid, label="(4, 12, 64, 32)"]; -"1326 quantize_per_tensor_default_52" -> "1327 dequantize_per_tensor_default_52" [style=solid, label="(4, 12, 64, 32)"]; -"1327 dequantize_per_tensor_default_52" -> "1335 matmul_16" [style=solid, label="(4, 12, 64, 32)"]; +"1325 div_16" -> "1326 quantize_per_tensor_104" [style=solid, label="(4, 12, 64, 32)"]; +"1326 quantize_per_tensor_104" -> "1327 dequantize_per_tensor_105" [style=solid, label="(4, 12, 64, 32)"]; +"1327 dequantize_per_tensor_105" -> "1335 matmul_16" [style=solid, label="(4, 12, 64, 32)"]; "1328 linalg_vector_norm_17" -> "1329 clamp_min_17" [style=solid, label="(4, 12, 64, 1)"]; "1329 clamp_min_17" -> "1330 expand_as_17" [style=solid, label="(4, 12, 64, 1)"]; "1330 expand_as_17" -> "1331 div_17" [style=solid, label="(4, 12, 64, 32)"]; -"1331 div_17" -> "1332 quantize_per_tensor_default_53" [style=solid, label="(4, 12, 64, 32)"]; -"1332 quantize_per_tensor_default_53" -> "1333 dequantize_per_tensor_default_53" [style=solid, label="(4, 12, 64, 32)"]; -"1333 dequantize_per_tensor_default_53" -> "1334 transpose_16" [style=solid, label="(4, 12, 64, 32)"]; +"1331 div_17" -> "1332 quantize_per_tensor_106" [style=solid, label="(4, 12, 64, 32)"]; +"1332 quantize_per_tensor_106" -> "1333 dequantize_per_tensor_107" [style=solid, label="(4, 12, 64, 32)"]; +"1333 dequantize_per_tensor_107" -> "1334 transpose_16" [style=solid, label="(4, 12, 64, 32)"]; "1334 transpose_16" -> "1335 matmul_16" [style=solid, label="(4, 12, 32, 64)"]; "1335 matmul_16" -> "1338 mul_17" [style=solid, label="(4, 12, 64, 64)"]; "1336 clamp_8" -> "1337 exp_8" [style=solid, label="(12, 1, 1)"]; @@ -3223,9 +3223,9 @@ strict digraph { "1342 matmul_17" -> "1343 transpose_17" [style=solid, label="(4, 12, 64, 32)"]; "1343 transpose_17" -> "1344 reshape_38" [style=solid, label="(4, 64, 12, 32)"]; "1344 reshape_38" -> "1345 reshape_38_0_0_nncf_smooth_quant_0" [style=solid, label="(4, 64, 384)"]; -"1345 reshape_38_0_0_nncf_smooth_quant_0" -> "1346 quantize_per_tensor_default_54" [style=solid, label="(4, 64, 384)"]; -"1346 quantize_per_tensor_default_54" -> "1347 dequantize_per_tensor_default_54" [style=solid, label="(4, 64, 384)"]; -"1347 dequantize_per_tensor_default_54" -> "1353 linear_53" [style=solid, label="(4, 64, 384)"]; +"1345 reshape_38_0_0_nncf_smooth_quant_0" -> "1346 quantize_per_tensor_108" [style=solid, label="(4, 64, 384)"]; +"1346 quantize_per_tensor_108" -> "1347 dequantize_per_tensor_109" [style=solid, label="(4, 64, 384)"]; +"1347 dequantize_per_tensor_109" -> "1353 linear_53" [style=solid, label="(4, 64, 384)"]; "1348 scale_updated_constant36" -> "1350 mul_tensor_36" [style=solid, label="(384, 1)"]; "1349 compressed_weight_updated_constant36" -> "1350 mul_tensor_36" [style=solid, label="(384, 384)"]; "1350 mul_tensor_36" -> "1352 sub_tensor_36" [style=solid, label="(384, 384)"]; @@ -3244,9 +3244,9 @@ strict digraph { "1363 layer_norm_19" -> "1364 add_29" [style=solid, label="(1, 14, 14, 384)"]; "1364 add_29" -> "1365 add_29_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 384)"]; "1364 add_29" -> "1387 add_30" [style=solid, label="(1, 14, 14, 384)"]; -"1365 add_29_0_0_nncf_smooth_quant_0" -> "1366 quantize_per_tensor_default_55" [style=solid, label="(1, 14, 14, 384)"]; -"1366 quantize_per_tensor_default_55" -> "1367 dequantize_per_tensor_default_55" [style=solid, label="(1, 14, 14, 384)"]; -"1367 dequantize_per_tensor_default_55" -> "1373 linear_54" [style=solid, label="(1, 14, 14, 384)"]; +"1365 add_29_0_0_nncf_smooth_quant_0" -> "1366 quantize_per_tensor_110" [style=solid, label="(1, 14, 14, 384)"]; +"1366 quantize_per_tensor_110" -> "1367 dequantize_per_tensor_111" [style=solid, label="(1, 14, 14, 384)"]; +"1367 dequantize_per_tensor_111" -> "1373 linear_54" [style=solid, label="(1, 14, 14, 384)"]; "1368 scale_updated_constant37" -> "1370 mul_tensor_37" [style=solid, label="(1536, 1)"]; "1369 compressed_weight_updated_constant37" -> "1370 mul_tensor_37" [style=solid, label="(1536, 384)"]; "1370 mul_tensor_37" -> "1372 sub_tensor_37" [style=solid, label="(1536, 384)"]; @@ -3255,9 +3255,9 @@ strict digraph { "1373 linear_54" -> "1374 gelu_8" [style=solid, label="(1, 14, 14, 1536)"]; "1374 gelu_8" -> "1375 dropout_34" [style=solid, label="(1, 14, 14, 1536)"]; "1375 dropout_34" -> "1376 dropout_34_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 1536)"]; -"1376 dropout_34_0_0_nncf_smooth_quant_0" -> "1377 quantize_per_tensor_default_56" [style=solid, label="(1, 14, 14, 1536)"]; -"1377 quantize_per_tensor_default_56" -> "1378 dequantize_per_tensor_default_56" [style=solid, label="(1, 14, 14, 1536)"]; -"1378 dequantize_per_tensor_default_56" -> "1384 linear_55" [style=solid, label="(1, 14, 14, 1536)"]; +"1376 dropout_34_0_0_nncf_smooth_quant_0" -> "1377 quantize_per_tensor_112" [style=solid, label="(1, 14, 14, 1536)"]; +"1377 quantize_per_tensor_112" -> "1378 dequantize_per_tensor_113" [style=solid, label="(1, 14, 14, 1536)"]; +"1378 dequantize_per_tensor_113" -> "1384 linear_55" [style=solid, label="(1, 14, 14, 1536)"]; "1379 scale_updated_constant38" -> "1381 mul_tensor_38" [style=solid, label="(384, 1)"]; "1380 compressed_weight_updated_constant38" -> "1381 mul_tensor_38" [style=solid, label="(384, 1536)"]; "1381 mul_tensor_38" -> "1383 sub_tensor_38" [style=solid, label="(384, 1536)"]; @@ -3292,9 +3292,9 @@ strict digraph { "1408 clone_9" -> "1409 slice_138" [style=solid, label="(1152,)"]; "1408 clone_9" -> "1419 linear_58" [style=solid, label="(1152,)"]; "1409 slice_138" -> "1410 zero__9" [style=solid, label="(384,)"]; -"1411 reshape_40_0_0_nncf_smooth_quant_0" -> "1412 quantize_per_tensor_default_57" [style=solid, label="(4, 64, 384)"]; -"1412 quantize_per_tensor_default_57" -> "1413 dequantize_per_tensor_default_57" [style=solid, label="(4, 64, 384)"]; -"1413 dequantize_per_tensor_default_57" -> "1419 linear_58" [style=solid, label="(4, 64, 384)"]; +"1411 reshape_40_0_0_nncf_smooth_quant_0" -> "1412 quantize_per_tensor_114" [style=solid, label="(4, 64, 384)"]; +"1412 quantize_per_tensor_114" -> "1413 dequantize_per_tensor_115" [style=solid, label="(4, 64, 384)"]; +"1413 dequantize_per_tensor_115" -> "1419 linear_58" [style=solid, label="(4, 64, 384)"]; "1414 scale_updated_constant39" -> "1416 mul_tensor_39" [style=solid, label="(1152, 1)"]; "1415 compressed_weight_updated_constant39" -> "1416 mul_tensor_39" [style=solid, label="(1152, 384)"]; "1416 mul_tensor_39" -> "1418 sub_tensor_39" [style=solid, label="(1152, 384)"]; @@ -3315,15 +3315,15 @@ strict digraph { "1425 linalg_vector_norm_18" -> "1426 clamp_min_18" [style=solid, label="(4, 12, 64, 1)"]; "1426 clamp_min_18" -> "1427 expand_as_18" [style=solid, label="(4, 12, 64, 1)"]; "1427 expand_as_18" -> "1428 div_18" [style=solid, label="(4, 12, 64, 32)"]; -"1428 div_18" -> "1429 quantize_per_tensor_default_58" [style=solid, label="(4, 12, 64, 32)"]; -"1429 quantize_per_tensor_default_58" -> "1430 dequantize_per_tensor_default_58" [style=solid, label="(4, 12, 64, 32)"]; -"1430 dequantize_per_tensor_default_58" -> "1438 matmul_18" [style=solid, label="(4, 12, 64, 32)"]; +"1428 div_18" -> "1429 quantize_per_tensor_116" [style=solid, label="(4, 12, 64, 32)"]; +"1429 quantize_per_tensor_116" -> "1430 dequantize_per_tensor_117" [style=solid, label="(4, 12, 64, 32)"]; +"1430 dequantize_per_tensor_117" -> "1438 matmul_18" [style=solid, label="(4, 12, 64, 32)"]; "1431 linalg_vector_norm_19" -> "1432 clamp_min_19" [style=solid, label="(4, 12, 64, 1)"]; "1432 clamp_min_19" -> "1433 expand_as_19" [style=solid, label="(4, 12, 64, 1)"]; "1433 expand_as_19" -> "1434 div_19" [style=solid, label="(4, 12, 64, 32)"]; -"1434 div_19" -> "1435 quantize_per_tensor_default_59" [style=solid, label="(4, 12, 64, 32)"]; -"1435 quantize_per_tensor_default_59" -> "1436 dequantize_per_tensor_default_59" [style=solid, label="(4, 12, 64, 32)"]; -"1436 dequantize_per_tensor_default_59" -> "1437 transpose_18" [style=solid, label="(4, 12, 64, 32)"]; +"1434 div_19" -> "1435 quantize_per_tensor_118" [style=solid, label="(4, 12, 64, 32)"]; +"1435 quantize_per_tensor_118" -> "1436 dequantize_per_tensor_119" [style=solid, label="(4, 12, 64, 32)"]; +"1436 dequantize_per_tensor_119" -> "1437 transpose_18" [style=solid, label="(4, 12, 64, 32)"]; "1437 transpose_18" -> "1438 matmul_18" [style=solid, label="(4, 12, 32, 64)"]; "1438 matmul_18" -> "1441 mul_19" [style=solid, label="(4, 12, 64, 64)"]; "1439 clamp_9" -> "1440 exp_9" [style=solid, label="(12, 1, 1)"]; @@ -3390,9 +3390,9 @@ strict digraph { "1497 matmul_19" -> "1498 transpose_19" [style=solid, label="(4, 12, 64, 32)"]; "1498 transpose_19" -> "1499 reshape_43" [style=solid, label="(4, 64, 12, 32)"]; "1499 reshape_43" -> "1500 reshape_43_0_0_nncf_smooth_quant_0" [style=solid, label="(4, 64, 384)"]; -"1500 reshape_43_0_0_nncf_smooth_quant_0" -> "1501 quantize_per_tensor_default_60" [style=solid, label="(4, 64, 384)"]; -"1501 quantize_per_tensor_default_60" -> "1502 dequantize_per_tensor_default_60" [style=solid, label="(4, 64, 384)"]; -"1502 dequantize_per_tensor_default_60" -> "1508 linear_59" [style=solid, label="(4, 64, 384)"]; +"1500 reshape_43_0_0_nncf_smooth_quant_0" -> "1501 quantize_per_tensor_120" [style=solid, label="(4, 64, 384)"]; +"1501 quantize_per_tensor_120" -> "1502 dequantize_per_tensor_121" [style=solid, label="(4, 64, 384)"]; +"1502 dequantize_per_tensor_121" -> "1508 linear_59" [style=solid, label="(4, 64, 384)"]; "1503 scale_updated_constant40" -> "1505 mul_tensor_40" [style=solid, label="(384, 1)"]; "1504 compressed_weight_updated_constant40" -> "1505 mul_tensor_40" [style=solid, label="(384, 384)"]; "1505 mul_tensor_40" -> "1507 sub_tensor_40" [style=solid, label="(384, 384)"]; @@ -3412,9 +3412,9 @@ strict digraph { "1519 layer_norm_21" -> "1520 add_33" [style=solid, label="(1, 14, 14, 384)"]; "1520 add_33" -> "1521 add_33_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 384)"]; "1520 add_33" -> "1543 add_34" [style=solid, label="(1, 14, 14, 384)"]; -"1521 add_33_0_0_nncf_smooth_quant_0" -> "1522 quantize_per_tensor_default_61" [style=solid, label="(1, 14, 14, 384)"]; -"1522 quantize_per_tensor_default_61" -> "1523 dequantize_per_tensor_default_61" [style=solid, label="(1, 14, 14, 384)"]; -"1523 dequantize_per_tensor_default_61" -> "1529 linear_60" [style=solid, label="(1, 14, 14, 384)"]; +"1521 add_33_0_0_nncf_smooth_quant_0" -> "1522 quantize_per_tensor_122" [style=solid, label="(1, 14, 14, 384)"]; +"1522 quantize_per_tensor_122" -> "1523 dequantize_per_tensor_123" [style=solid, label="(1, 14, 14, 384)"]; +"1523 dequantize_per_tensor_123" -> "1529 linear_60" [style=solid, label="(1, 14, 14, 384)"]; "1524 scale_updated_constant41" -> "1526 mul_tensor_41" [style=solid, label="(1536, 1)"]; "1525 compressed_weight_updated_constant41" -> "1526 mul_tensor_41" [style=solid, label="(1536, 384)"]; "1526 mul_tensor_41" -> "1528 sub_tensor_41" [style=solid, label="(1536, 384)"]; @@ -3423,9 +3423,9 @@ strict digraph { "1529 linear_60" -> "1530 gelu_9" [style=solid, label="(1, 14, 14, 1536)"]; "1530 gelu_9" -> "1531 dropout_38" [style=solid, label="(1, 14, 14, 1536)"]; "1531 dropout_38" -> "1532 dropout_38_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 1536)"]; -"1532 dropout_38_0_0_nncf_smooth_quant_0" -> "1533 quantize_per_tensor_default_62" [style=solid, label="(1, 14, 14, 1536)"]; -"1533 quantize_per_tensor_default_62" -> "1534 dequantize_per_tensor_default_62" [style=solid, label="(1, 14, 14, 1536)"]; -"1534 dequantize_per_tensor_default_62" -> "1540 linear_61" [style=solid, label="(1, 14, 14, 1536)"]; +"1532 dropout_38_0_0_nncf_smooth_quant_0" -> "1533 quantize_per_tensor_124" [style=solid, label="(1, 14, 14, 1536)"]; +"1533 quantize_per_tensor_124" -> "1534 dequantize_per_tensor_125" [style=solid, label="(1, 14, 14, 1536)"]; +"1534 dequantize_per_tensor_125" -> "1540 linear_61" [style=solid, label="(1, 14, 14, 1536)"]; "1535 scale_updated_constant42" -> "1537 mul_tensor_42" [style=solid, label="(384, 1)"]; "1536 compressed_weight_updated_constant42" -> "1537 mul_tensor_42" [style=solid, label="(384, 1536)"]; "1537 mul_tensor_42" -> "1539 sub_tensor_42" [style=solid, label="(384, 1536)"]; @@ -3452,9 +3452,9 @@ strict digraph { "1555 slice_171" -> "1556 slice_172" [style=solid, label="(1, 7, 7, 384)"]; "1556 slice_172" -> "1557 cat_2" [style=solid, label="(1, 7, 7, 384)"]; "1557 cat_2" -> "1558 cat_2_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 7, 7, 1536)"]; -"1558 cat_2_0_0_nncf_smooth_quant_0" -> "1559 quantize_per_tensor_default_63" [style=solid, label="(1, 7, 7, 1536)"]; -"1559 quantize_per_tensor_default_63" -> "1560 dequantize_per_tensor_default_63" [style=solid, label="(1, 7, 7, 1536)"]; -"1560 dequantize_per_tensor_default_63" -> "1566 linear_62" [style=solid, label="(1, 7, 7, 1536)"]; +"1558 cat_2_0_0_nncf_smooth_quant_0" -> "1559 quantize_per_tensor_126" [style=solid, label="(1, 7, 7, 1536)"]; +"1559 quantize_per_tensor_126" -> "1560 dequantize_per_tensor_127" [style=solid, label="(1, 7, 7, 1536)"]; +"1560 dequantize_per_tensor_127" -> "1566 linear_62" [style=solid, label="(1, 7, 7, 1536)"]; "1561 scale_updated_constant43" -> "1563 mul_tensor_43" [style=solid, label="(768, 1)"]; "1562 compressed_weight_updated_constant43" -> "1563 mul_tensor_43" [style=solid, label="(768, 1536)"]; "1563 mul_tensor_43" -> "1565 sub_tensor_43" [style=solid, label="(768, 1536)"]; @@ -3485,9 +3485,9 @@ strict digraph { "1587 clone_10" -> "1588 slice_173" [style=solid, label="(2304,)"]; "1587 clone_10" -> "1598 linear_65" [style=solid, label="(2304,)"]; "1588 slice_173" -> "1589 zero__10" [style=solid, label="(768,)"]; -"1590 reshape_45_0_0_nncf_smooth_quant_0" -> "1591 quantize_per_tensor_default_64" [style=solid, label="(1, 64, 768)"]; -"1591 quantize_per_tensor_default_64" -> "1592 dequantize_per_tensor_default_64" [style=solid, label="(1, 64, 768)"]; -"1592 dequantize_per_tensor_default_64" -> "1598 linear_65" [style=solid, label="(1, 64, 768)"]; +"1590 reshape_45_0_0_nncf_smooth_quant_0" -> "1591 quantize_per_tensor_128" [style=solid, label="(1, 64, 768)"]; +"1591 quantize_per_tensor_128" -> "1592 dequantize_per_tensor_129" [style=solid, label="(1, 64, 768)"]; +"1592 dequantize_per_tensor_129" -> "1598 linear_65" [style=solid, label="(1, 64, 768)"]; "1593 scale_updated_constant44" -> "1595 mul_tensor_44" [style=solid, label="(2304, 1)"]; "1594 compressed_weight_updated_constant44" -> "1595 mul_tensor_44" [style=solid, label="(2304, 768)"]; "1595 mul_tensor_44" -> "1597 sub_tensor_44" [style=solid, label="(2304, 768)"]; @@ -3508,15 +3508,15 @@ strict digraph { "1604 linalg_vector_norm_20" -> "1605 clamp_min_20" [style=solid, label="(1, 24, 64, 1)"]; "1605 clamp_min_20" -> "1606 expand_as_20" [style=solid, label="(1, 24, 64, 1)"]; "1606 expand_as_20" -> "1607 div_20" [style=solid, label="(1, 24, 64, 32)"]; -"1607 div_20" -> "1608 quantize_per_tensor_default_65" [style=solid, label="(1, 24, 64, 32)"]; -"1608 quantize_per_tensor_default_65" -> "1609 dequantize_per_tensor_default_65" [style=solid, label="(1, 24, 64, 32)"]; -"1609 dequantize_per_tensor_default_65" -> "1617 matmul_20" [style=solid, label="(1, 24, 64, 32)"]; +"1607 div_20" -> "1608 quantize_per_tensor_130" [style=solid, label="(1, 24, 64, 32)"]; +"1608 quantize_per_tensor_130" -> "1609 dequantize_per_tensor_131" [style=solid, label="(1, 24, 64, 32)"]; +"1609 dequantize_per_tensor_131" -> "1617 matmul_20" [style=solid, label="(1, 24, 64, 32)"]; "1610 linalg_vector_norm_21" -> "1611 clamp_min_21" [style=solid, label="(1, 24, 64, 1)"]; "1611 clamp_min_21" -> "1612 expand_as_21" [style=solid, label="(1, 24, 64, 1)"]; "1612 expand_as_21" -> "1613 div_21" [style=solid, label="(1, 24, 64, 32)"]; -"1613 div_21" -> "1614 quantize_per_tensor_default_66" [style=solid, label="(1, 24, 64, 32)"]; -"1614 quantize_per_tensor_default_66" -> "1615 dequantize_per_tensor_default_66" [style=solid, label="(1, 24, 64, 32)"]; -"1615 dequantize_per_tensor_default_66" -> "1616 transpose_20" [style=solid, label="(1, 24, 64, 32)"]; +"1613 div_21" -> "1614 quantize_per_tensor_132" [style=solid, label="(1, 24, 64, 32)"]; +"1614 quantize_per_tensor_132" -> "1615 dequantize_per_tensor_133" [style=solid, label="(1, 24, 64, 32)"]; +"1615 dequantize_per_tensor_133" -> "1616 transpose_20" [style=solid, label="(1, 24, 64, 32)"]; "1616 transpose_20" -> "1617 matmul_20" [style=solid, label="(1, 24, 32, 64)"]; "1617 matmul_20" -> "1620 mul_21" [style=solid, label="(1, 24, 64, 64)"]; "1618 clamp_10" -> "1619 exp_10" [style=solid, label="(24, 1, 1)"]; @@ -3528,9 +3528,9 @@ strict digraph { "1624 matmul_21" -> "1625 transpose_21" [style=solid, label="(1, 24, 64, 32)"]; "1625 transpose_21" -> "1626 reshape_47" [style=solid, label="(1, 64, 24, 32)"]; "1626 reshape_47" -> "1627 reshape_47_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 64, 768)"]; -"1627 reshape_47_0_0_nncf_smooth_quant_0" -> "1628 quantize_per_tensor_default_67" [style=solid, label="(1, 64, 768)"]; -"1628 quantize_per_tensor_default_67" -> "1629 dequantize_per_tensor_default_67" [style=solid, label="(1, 64, 768)"]; -"1629 dequantize_per_tensor_default_67" -> "1635 linear_66" [style=solid, label="(1, 64, 768)"]; +"1627 reshape_47_0_0_nncf_smooth_quant_0" -> "1628 quantize_per_tensor_134" [style=solid, label="(1, 64, 768)"]; +"1628 quantize_per_tensor_134" -> "1629 dequantize_per_tensor_135" [style=solid, label="(1, 64, 768)"]; +"1629 dequantize_per_tensor_135" -> "1635 linear_66" [style=solid, label="(1, 64, 768)"]; "1630 scale_updated_constant45" -> "1632 mul_tensor_45" [style=solid, label="(768, 1)"]; "1631 compressed_weight_updated_constant45" -> "1632 mul_tensor_45" [style=solid, label="(768, 768)"]; "1632 mul_tensor_45" -> "1634 sub_tensor_45" [style=solid, label="(768, 768)"]; @@ -3549,9 +3549,9 @@ strict digraph { "1645 layer_norm_24" -> "1646 add_36" [style=solid, label="(1, 7, 7, 768)"]; "1646 add_36" -> "1647 add_36_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 7, 7, 768)"]; "1646 add_36" -> "1669 add_37" [style=solid, label="(1, 7, 7, 768)"]; -"1647 add_36_0_0_nncf_smooth_quant_0" -> "1648 quantize_per_tensor_default_68" [style=solid, label="(1, 7, 7, 768)"]; -"1648 quantize_per_tensor_default_68" -> "1649 dequantize_per_tensor_default_68" [style=solid, label="(1, 7, 7, 768)"]; -"1649 dequantize_per_tensor_default_68" -> "1655 linear_67" [style=solid, label="(1, 7, 7, 768)"]; +"1647 add_36_0_0_nncf_smooth_quant_0" -> "1648 quantize_per_tensor_136" [style=solid, label="(1, 7, 7, 768)"]; +"1648 quantize_per_tensor_136" -> "1649 dequantize_per_tensor_137" [style=solid, label="(1, 7, 7, 768)"]; +"1649 dequantize_per_tensor_137" -> "1655 linear_67" [style=solid, label="(1, 7, 7, 768)"]; "1650 scale_updated_constant46" -> "1652 mul_tensor_46" [style=solid, label="(3072, 1)"]; "1651 compressed_weight_updated_constant46" -> "1652 mul_tensor_46" [style=solid, label="(3072, 768)"]; "1652 mul_tensor_46" -> "1654 sub_tensor_46" [style=solid, label="(3072, 768)"]; @@ -3560,9 +3560,9 @@ strict digraph { "1655 linear_67" -> "1656 gelu_10" [style=solid, label="(1, 7, 7, 3072)"]; "1656 gelu_10" -> "1657 dropout_42" [style=solid, label="(1, 7, 7, 3072)"]; "1657 dropout_42" -> "1658 dropout_42_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 7, 7, 3072)"]; -"1658 dropout_42_0_0_nncf_smooth_quant_0" -> "1659 quantize_per_tensor_default_69" [style=solid, label="(1, 7, 7, 3072)"]; -"1659 quantize_per_tensor_default_69" -> "1660 dequantize_per_tensor_default_69" [style=solid, label="(1, 7, 7, 3072)"]; -"1660 dequantize_per_tensor_default_69" -> "1666 linear_68" [style=solid, label="(1, 7, 7, 3072)"]; +"1658 dropout_42_0_0_nncf_smooth_quant_0" -> "1659 quantize_per_tensor_138" [style=solid, label="(1, 7, 7, 3072)"]; +"1659 quantize_per_tensor_138" -> "1660 dequantize_per_tensor_139" [style=solid, label="(1, 7, 7, 3072)"]; +"1660 dequantize_per_tensor_139" -> "1666 linear_68" [style=solid, label="(1, 7, 7, 3072)"]; "1661 scale_updated_constant47" -> "1663 mul_tensor_47" [style=solid, label="(768, 1)"]; "1662 compressed_weight_updated_constant47" -> "1663 mul_tensor_47" [style=solid, label="(768, 3072)"]; "1663 mul_tensor_47" -> "1665 sub_tensor_47" [style=solid, label="(768, 3072)"]; @@ -3595,9 +3595,9 @@ strict digraph { "1689 clone_11" -> "1690 slice_178" [style=solid, label="(2304,)"]; "1689 clone_11" -> "1700 linear_71" [style=solid, label="(2304,)"]; "1690 slice_178" -> "1691 zero__11" [style=solid, label="(768,)"]; -"1692 reshape_49_0_0_nncf_smooth_quant_0" -> "1693 quantize_per_tensor_default_70" [style=solid, label="(1, 64, 768)"]; -"1693 quantize_per_tensor_default_70" -> "1694 dequantize_per_tensor_default_70" [style=solid, label="(1, 64, 768)"]; -"1694 dequantize_per_tensor_default_70" -> "1700 linear_71" [style=solid, label="(1, 64, 768)"]; +"1692 reshape_49_0_0_nncf_smooth_quant_0" -> "1693 quantize_per_tensor_140" [style=solid, label="(1, 64, 768)"]; +"1693 quantize_per_tensor_140" -> "1694 dequantize_per_tensor_141" [style=solid, label="(1, 64, 768)"]; +"1694 dequantize_per_tensor_141" -> "1700 linear_71" [style=solid, label="(1, 64, 768)"]; "1695 scale_updated_constant48" -> "1697 mul_tensor_48" [style=solid, label="(2304, 1)"]; "1696 compressed_weight_updated_constant48" -> "1697 mul_tensor_48" [style=solid, label="(2304, 768)"]; "1697 mul_tensor_48" -> "1699 sub_tensor_48" [style=solid, label="(2304, 768)"]; @@ -3618,15 +3618,15 @@ strict digraph { "1706 linalg_vector_norm_22" -> "1707 clamp_min_22" [style=solid, label="(1, 24, 64, 1)"]; "1707 clamp_min_22" -> "1708 expand_as_22" [style=solid, label="(1, 24, 64, 1)"]; "1708 expand_as_22" -> "1709 div_22" [style=solid, label="(1, 24, 64, 32)"]; -"1709 div_22" -> "1710 quantize_per_tensor_default_71" [style=solid, label="(1, 24, 64, 32)"]; -"1710 quantize_per_tensor_default_71" -> "1711 dequantize_per_tensor_default_71" [style=solid, label="(1, 24, 64, 32)"]; -"1711 dequantize_per_tensor_default_71" -> "1719 matmul_22" [style=solid, label="(1, 24, 64, 32)"]; +"1709 div_22" -> "1710 quantize_per_tensor_142" [style=solid, label="(1, 24, 64, 32)"]; +"1710 quantize_per_tensor_142" -> "1711 dequantize_per_tensor_143" [style=solid, label="(1, 24, 64, 32)"]; +"1711 dequantize_per_tensor_143" -> "1719 matmul_22" [style=solid, label="(1, 24, 64, 32)"]; "1712 linalg_vector_norm_23" -> "1713 clamp_min_23" [style=solid, label="(1, 24, 64, 1)"]; "1713 clamp_min_23" -> "1714 expand_as_23" [style=solid, label="(1, 24, 64, 1)"]; "1714 expand_as_23" -> "1715 div_23" [style=solid, label="(1, 24, 64, 32)"]; -"1715 div_23" -> "1716 quantize_per_tensor_default_72" [style=solid, label="(1, 24, 64, 32)"]; -"1716 quantize_per_tensor_default_72" -> "1717 dequantize_per_tensor_default_72" [style=solid, label="(1, 24, 64, 32)"]; -"1717 dequantize_per_tensor_default_72" -> "1718 transpose_22" [style=solid, label="(1, 24, 64, 32)"]; +"1715 div_23" -> "1716 quantize_per_tensor_144" [style=solid, label="(1, 24, 64, 32)"]; +"1716 quantize_per_tensor_144" -> "1717 dequantize_per_tensor_145" [style=solid, label="(1, 24, 64, 32)"]; +"1717 dequantize_per_tensor_145" -> "1718 transpose_22" [style=solid, label="(1, 24, 64, 32)"]; "1718 transpose_22" -> "1719 matmul_22" [style=solid, label="(1, 24, 32, 64)"]; "1719 matmul_22" -> "1722 mul_23" [style=solid, label="(1, 24, 64, 64)"]; "1720 clamp_11" -> "1721 exp_11" [style=solid, label="(24, 1, 1)"]; @@ -3638,9 +3638,9 @@ strict digraph { "1726 matmul_23" -> "1727 transpose_23" [style=solid, label="(1, 24, 64, 32)"]; "1727 transpose_23" -> "1728 reshape_51" [style=solid, label="(1, 64, 24, 32)"]; "1728 reshape_51" -> "1729 reshape_51_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 64, 768)"]; -"1729 reshape_51_0_0_nncf_smooth_quant_0" -> "1730 quantize_per_tensor_default_73" [style=solid, label="(1, 64, 768)"]; -"1730 quantize_per_tensor_default_73" -> "1731 dequantize_per_tensor_default_73" [style=solid, label="(1, 64, 768)"]; -"1731 dequantize_per_tensor_default_73" -> "1737 linear_72" [style=solid, label="(1, 64, 768)"]; +"1729 reshape_51_0_0_nncf_smooth_quant_0" -> "1730 quantize_per_tensor_146" [style=solid, label="(1, 64, 768)"]; +"1730 quantize_per_tensor_146" -> "1731 dequantize_per_tensor_147" [style=solid, label="(1, 64, 768)"]; +"1731 dequantize_per_tensor_147" -> "1737 linear_72" [style=solid, label="(1, 64, 768)"]; "1732 scale_updated_constant49" -> "1734 mul_tensor_49" [style=solid, label="(768, 1)"]; "1733 compressed_weight_updated_constant49" -> "1734 mul_tensor_49" [style=solid, label="(768, 768)"]; "1734 mul_tensor_49" -> "1736 sub_tensor_49" [style=solid, label="(768, 768)"]; @@ -3659,9 +3659,9 @@ strict digraph { "1747 layer_norm_26" -> "1748 add_39" [style=solid, label="(1, 7, 7, 768)"]; "1748 add_39" -> "1749 add_39_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 7, 7, 768)"]; "1748 add_39" -> "1771 add_40" [style=solid, label="(1, 7, 7, 768)"]; -"1749 add_39_0_0_nncf_smooth_quant_0" -> "1750 quantize_per_tensor_default_74" [style=solid, label="(1, 7, 7, 768)"]; -"1750 quantize_per_tensor_default_74" -> "1751 dequantize_per_tensor_default_74" [style=solid, label="(1, 7, 7, 768)"]; -"1751 dequantize_per_tensor_default_74" -> "1757 linear_73" [style=solid, label="(1, 7, 7, 768)"]; +"1749 add_39_0_0_nncf_smooth_quant_0" -> "1750 quantize_per_tensor_148" [style=solid, label="(1, 7, 7, 768)"]; +"1750 quantize_per_tensor_148" -> "1751 dequantize_per_tensor_149" [style=solid, label="(1, 7, 7, 768)"]; +"1751 dequantize_per_tensor_149" -> "1757 linear_73" [style=solid, label="(1, 7, 7, 768)"]; "1752 scale_updated_constant50" -> "1754 mul_tensor_50" [style=solid, label="(3072, 1)"]; "1753 compressed_weight_updated_constant50" -> "1754 mul_tensor_50" [style=solid, label="(3072, 768)"]; "1754 mul_tensor_50" -> "1756 sub_tensor_50" [style=solid, label="(3072, 768)"]; @@ -3670,9 +3670,9 @@ strict digraph { "1757 linear_73" -> "1758 gelu_11" [style=solid, label="(1, 7, 7, 3072)"]; "1758 gelu_11" -> "1759 dropout_46" [style=solid, label="(1, 7, 7, 3072)"]; "1759 dropout_46" -> "1760 dropout_46_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 7, 7, 3072)"]; -"1760 dropout_46_0_0_nncf_smooth_quant_0" -> "1761 quantize_per_tensor_default_75" [style=solid, label="(1, 7, 7, 3072)"]; -"1761 quantize_per_tensor_default_75" -> "1762 dequantize_per_tensor_default_75" [style=solid, label="(1, 7, 7, 3072)"]; -"1762 dequantize_per_tensor_default_75" -> "1768 linear_74" [style=solid, label="(1, 7, 7, 3072)"]; +"1760 dropout_46_0_0_nncf_smooth_quant_0" -> "1761 quantize_per_tensor_150" [style=solid, label="(1, 7, 7, 3072)"]; +"1761 quantize_per_tensor_150" -> "1762 dequantize_per_tensor_151" [style=solid, label="(1, 7, 7, 3072)"]; +"1762 dequantize_per_tensor_151" -> "1768 linear_74" [style=solid, label="(1, 7, 7, 3072)"]; "1763 scale_updated_constant51" -> "1765 mul_tensor_51" [style=solid, label="(768, 1)"]; "1764 compressed_weight_updated_constant51" -> "1765 mul_tensor_51" [style=solid, label="(768, 3072)"]; "1765 mul_tensor_51" -> "1767 sub_tensor_51" [style=solid, label="(768, 3072)"]; @@ -3686,9 +3686,9 @@ strict digraph { "1773 permute_54" -> "1774 adaptive_avg_pool2d" [style=solid, label="(1, 768, 7, 7)"]; "1774 adaptive_avg_pool2d" -> "1775 flatten" [style=solid, label="(1, 768, 1, 1)"]; "1775 flatten" -> "1776 flatten_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 768)"]; -"1776 flatten_0_0_nncf_smooth_quant_0" -> "1777 quantize_per_tensor_default_76" [style=solid, label="(1, 768)"]; -"1777 quantize_per_tensor_default_76" -> "1778 dequantize_per_tensor_default_76" [style=solid, label="(1, 768)"]; -"1778 dequantize_per_tensor_default_76" -> "1784 linear_75" [style=solid, label="(1, 768)"]; +"1776 flatten_0_0_nncf_smooth_quant_0" -> "1777 quantize_per_tensor_152" [style=solid, label="(1, 768)"]; +"1777 quantize_per_tensor_152" -> "1778 dequantize_per_tensor_153" [style=solid, label="(1, 768)"]; +"1778 dequantize_per_tensor_153" -> "1784 linear_75" [style=solid, label="(1, 768)"]; "1779 scale_updated_constant52" -> "1781 mul_tensor_52" [style=solid, label="(1000, 1)"]; "1780 compressed_weight_updated_constant52" -> "1781 mul_tensor_52" [style=solid, label="(1000, 768)"]; "1781 mul_tensor_52" -> "1783 sub_tensor_52" [style=solid, label="(1000, 768)"]; 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 index b86178cf5ff..b27fa397207 100644 --- a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/synthetic_transformer.dot +++ b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/synthetic_transformer.dot @@ -1,49 +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]; +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]; +"5 embedding_0_0_nncf_smooth_quant_0" [id=5, type="call_module"]; +"6 quantize_per_tensor_0" [id=6, type="quantize_per_tensor"]; +"7 dequantize_per_tensor_1" [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]; +"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]; +"14 linear_0_0_nncf_smooth_quant_0" [id=14, type="call_module"]; +"15 quantize_per_tensor_2" [id=15, type="quantize_per_tensor"]; +"16 dequantize_per_tensor_3" [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]; +"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]; +"0 wte_weight" -> "4 embedding" [style=solid, label="(10, 5)"]; +"1 linear_bias" -> "13 linear" [style=solid, label="(5,)"]; +"2 lm_head_bias" -> "22 linear_1" [style=solid, label="(10,)"]; +"3 input_ids" -> "4 embedding" [style=solid, label="(5,)"]; +"4 embedding" -> "5 embedding_0_0_nncf_smooth_quant_0" [style=solid, label="(5, 5)"]; +"5 embedding_0_0_nncf_smooth_quant_0" -> "6 quantize_per_tensor_0" [style=solid, label="(5, 5)"]; +"6 quantize_per_tensor_0" -> "7 dequantize_per_tensor_1" [style=solid, label="(5, 5)"]; +"7 dequantize_per_tensor_1" -> "13 linear" [style=solid, label="(5, 5)"]; +"8 scale_updated_constant0" -> "10 mul_tensor" [style=solid, label="(5, 1)"]; +"9 compressed_weight_updated_constant0" -> "10 mul_tensor" [style=solid, label="(5, 5)"]; +"10 mul_tensor" -> "12 sub_tensor" [style=solid, label="(5, 5)"]; +"11 zero_point_updated_constant0" -> "12 sub_tensor" [style=solid, label="(5, 1)"]; +"12 sub_tensor" -> "13 linear" [style=solid, label="(5, 5)"]; +"13 linear" -> "14 linear_0_0_nncf_smooth_quant_0" [style=solid, label="(5, 5)"]; +"14 linear_0_0_nncf_smooth_quant_0" -> "15 quantize_per_tensor_2" [style=solid, label="(5, 5)"]; +"15 quantize_per_tensor_2" -> "16 dequantize_per_tensor_3" [style=solid, label="(5, 5)"]; +"16 dequantize_per_tensor_3" -> "22 linear_1" [style=solid, label="(5, 5)"]; +"17 scale_updated_constant1" -> "19 mul_tensor_1" [style=solid, label="(10, 1)"]; +"18 compressed_weight_updated_constant1" -> "19 mul_tensor_1" [style=solid, label="(10, 5)"]; +"19 mul_tensor_1" -> "21 sub_tensor_1" [style=solid, label="(10, 5)"]; +"20 zero_point_updated_constant1" -> "21 sub_tensor_1" [style=solid, label="(10, 1)"]; +"21 sub_tensor_1" -> "22 linear_1" [style=solid, label="(10, 5)"]; +"22 linear_1" -> "23 output" [style=solid, label="(5, 10)"]; } diff --git a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/unet.dot b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/unet.dot index 03f8579e69c..44a4fc5870e 100644 --- a/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/unet.dot +++ b/tests/torch/data/reference_graphs/fx/experimental/OpenVINOQuantizer/unet.dot @@ -1,515 +1,507 @@ -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]; +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]; +"24 quantize_per_tensor_0" [id=24, type="quantize_per_tensor"]; +"25 dequantize_per_tensor_1" [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]; +"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]; +"33 quantize_per_tensor_2" [id=33, type="quantize_per_tensor"]; +"34 dequantize_per_tensor_3" [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]; +"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]; +"42 quantize_per_tensor_4" [id=42, type="quantize_per_tensor"]; +"43 dequantize_per_tensor_5" [id=43, type="dequantize_per_tensor"]; +"44 max_pool2d" [id=44, type="max_pool2d"]; +"45 scale_updated_constant2" [id=45, type="get_attr"]; +"46 compressed_weight_updated_constant2" [id=46, type="get_attr"]; +"47 mul_tensor_2" [id=47, type=mul]; +"48 zero_point_updated_constant2" [id=48, type="get_attr"]; +"49 sub_tensor_2" [id=49, type=sub]; +"50 conv2d_2" [id=50, type=conv2d]; +"51 relu_2" [id=51, type=relu]; +"52 quantize_per_tensor_6" [id=52, type="quantize_per_tensor"]; +"53 dequantize_per_tensor_7" [id=53, type="dequantize_per_tensor"]; +"54 scale_updated_constant3" [id=54, type="get_attr"]; +"55 compressed_weight_updated_constant3" [id=55, type="get_attr"]; +"56 mul_tensor_3" [id=56, type=mul]; +"57 zero_point_updated_constant3" [id=57, type="get_attr"]; +"58 sub_tensor_3" [id=58, type=sub]; +"59 conv2d_3" [id=59, type=conv2d]; +"60 relu_3" [id=60, type=relu]; +"61 quantize_per_tensor_8" [id=61, type="quantize_per_tensor"]; +"62 dequantize_per_tensor_9" [id=62, type="dequantize_per_tensor"]; +"63 max_pool2d_1" [id=63, type="max_pool2d"]; +"64 scale_updated_constant4" [id=64, type="get_attr"]; +"65 compressed_weight_updated_constant4" [id=65, type="get_attr"]; +"66 mul_tensor_4" [id=66, type=mul]; +"67 zero_point_updated_constant4" [id=67, type="get_attr"]; +"68 sub_tensor_4" [id=68, type=sub]; +"69 conv2d_4" [id=69, type=conv2d]; +"70 relu_4" [id=70, type=relu]; +"71 quantize_per_tensor_10" [id=71, type="quantize_per_tensor"]; +"72 dequantize_per_tensor_11" [id=72, type="dequantize_per_tensor"]; +"73 scale_updated_constant5" [id=73, type="get_attr"]; +"74 compressed_weight_updated_constant5" [id=74, type="get_attr"]; +"75 mul_tensor_5" [id=75, type=mul]; +"76 zero_point_updated_constant5" [id=76, type="get_attr"]; +"77 sub_tensor_5" [id=77, type=sub]; +"78 conv2d_5" [id=78, type=conv2d]; +"79 relu_5" [id=79, type=relu]; +"80 quantize_per_tensor_12" [id=80, type="quantize_per_tensor"]; +"81 dequantize_per_tensor_13" [id=81, type="dequantize_per_tensor"]; +"82 max_pool2d_2" [id=82, type="max_pool2d"]; +"83 scale_updated_constant6" [id=83, type="get_attr"]; +"84 compressed_weight_updated_constant6" [id=84, type="get_attr"]; +"85 mul_tensor_6" [id=85, type=mul]; +"86 zero_point_updated_constant6" [id=86, type="get_attr"]; +"87 sub_tensor_6" [id=87, type=sub]; +"88 conv2d_6" [id=88, type=conv2d]; +"89 relu_6" [id=89, type=relu]; +"90 quantize_per_tensor_14" [id=90, type="quantize_per_tensor"]; +"91 dequantize_per_tensor_15" [id=91, type="dequantize_per_tensor"]; +"92 scale_updated_constant7" [id=92, type="get_attr"]; +"93 compressed_weight_updated_constant7" [id=93, type="get_attr"]; +"94 mul_tensor_7" [id=94, type=mul]; +"95 zero_point_updated_constant7" [id=95, type="get_attr"]; +"96 sub_tensor_7" [id=96, type=sub]; +"97 conv2d_7" [id=97, type=conv2d]; +"98 relu_7" [id=98, type=relu]; +"99 quantize_per_tensor_16" [id=99, type="quantize_per_tensor"]; +"100 dequantize_per_tensor_17" [id=100, type="dequantize_per_tensor"]; +"101 max_pool2d_3" [id=101, type="max_pool2d"]; +"102 scale_updated_constant8" [id=102, type="get_attr"]; +"103 compressed_weight_updated_constant8" [id=103, type="get_attr"]; +"104 mul_tensor_8" [id=104, type=mul]; +"105 zero_point_updated_constant8" [id=105, type="get_attr"]; +"106 sub_tensor_8" [id=106, type=sub]; +"107 conv2d_8" [id=107, type=conv2d]; +"108 relu_8" [id=108, type=relu]; +"109 quantize_per_tensor_18" [id=109, type="quantize_per_tensor"]; +"110 dequantize_per_tensor_19" [id=110, type="dequantize_per_tensor"]; +"111 scale_updated_constant9" [id=111, type="get_attr"]; +"112 compressed_weight_updated_constant9" [id=112, type="get_attr"]; +"113 mul_tensor_9" [id=113, type=mul]; +"114 zero_point_updated_constant9" [id=114, type="get_attr"]; +"115 sub_tensor_9" [id=115, type=sub]; +"116 conv2d_9" [id=116, type=conv2d]; +"117 relu_9" [id=117, type=relu]; +"118 quantize_per_tensor_20" [id=118, type="quantize_per_tensor"]; 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+"176 zero_point_updated_constant15" -> "177 sub_tensor_15" [style=solid, label="(256, 1, 1, 1)"]; +"177 sub_tensor_15" -> "178 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; +"178 conv2d_13" -> "179 relu_13" [style=solid, label="(1, 256, 12, 12)"]; +"179 relu_13" -> "180 quantize_per_tensor_32" [style=solid, label="(1, 256, 12, 12)"]; +"180 quantize_per_tensor_32" -> "181 dequantize_per_tensor_33" [style=solid, label="(1, 256, 12, 12)"]; +"181 dequantize_per_tensor_33" -> "187 conv_transpose2d_2" [style=solid, label="(1, 256, 12, 12)"]; +"182 scale_updated_constant16" -> "184 mul_tensor_16" [style=solid, label="(256, 1, 1, 1)"]; +"183 compressed_weight_updated_constant16" -> "184 mul_tensor_16" [style=solid, label="(256, 128, 2, 2)"]; +"184 mul_tensor_16" -> "186 sub_tensor_16" [style=solid, label="(256, 128, 2, 2)"]; +"185 zero_point_updated_constant16" -> "186 sub_tensor_16" [style=solid, label="(256, 1, 1, 1)"]; +"186 sub_tensor_16" -> "187 conv_transpose2d_2" [style=solid, label="(256, 128, 2, 2)"]; +"187 conv_transpose2d_2" -> "188 quantize_per_tensor_34" [style=solid, label="(1, 128, 24, 24)"]; +"188 quantize_per_tensor_34" -> "189 dequantize_per_tensor_35" [style=solid, label="(1, 128, 24, 24)"]; +"189 dequantize_per_tensor_35" -> "194 cat_2" [style=solid, label="(1, 128, 24, 24)"]; +"190 slice_9" -> "191 slice_10" [style=solid, label="(1, 128, 106, 106)"]; +"191 slice_10" -> "192 slice_11" [style=solid, label="(1, 128, 106, 106)"]; +"192 slice_11" -> "193 slice_12" [style=solid, label="(1, 128, 24, 106)"]; +"193 slice_12" -> "194 cat_2" [style=solid, label="(1, 128, 24, 24)"]; +"194 cat_2" -> "200 conv2d_14" [style=solid, label="(1, 256, 24, 24)"]; +"195 scale_updated_constant17" -> "197 mul_tensor_17" [style=solid, label="(128, 1, 1, 1)"]; +"196 compressed_weight_updated_constant17" -> "197 mul_tensor_17" [style=solid, label="(128, 256, 3, 3)"]; +"197 mul_tensor_17" -> "199 sub_tensor_17" [style=solid, label="(128, 256, 3, 3)"]; +"198 zero_point_updated_constant17" -> "199 sub_tensor_17" [style=solid, label="(128, 1, 1, 1)"]; 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+"234 dequantize_per_tensor_43" -> "240 conv2d_17" [style=solid, label="(1, 64, 38, 38)"]; +"235 scale_updated_constant21" -> "237 mul_tensor_21" [style=solid, label="(64, 1, 1, 1)"]; +"236 compressed_weight_updated_constant21" -> "237 mul_tensor_21" [style=solid, label="(64, 64, 3, 3)"]; +"237 mul_tensor_21" -> "239 sub_tensor_21" [style=solid, label="(64, 64, 3, 3)"]; +"238 zero_point_updated_constant21" -> "239 sub_tensor_21" [style=solid, label="(64, 1, 1, 1)"]; +"239 sub_tensor_21" -> "240 conv2d_17" [style=solid, label="(64, 64, 3, 3)"]; +"240 conv2d_17" -> "241 relu_17" [style=solid, label="(1, 64, 36, 36)"]; +"241 relu_17" -> "242 quantize_per_tensor_44" [style=solid, label="(1, 64, 36, 36)"]; +"242 quantize_per_tensor_44" -> "243 dequantize_per_tensor_45" [style=solid, label="(1, 64, 36, 36)"]; +"243 dequantize_per_tensor_45" -> "249 conv2d_18" [style=solid, label="(1, 64, 36, 36)"]; +"244 scale_updated_constant22" -> "246 mul_tensor_22" [style=solid, label="(12, 1, 1, 1)"]; +"245 compressed_weight_updated_constant22" -> "246 mul_tensor_22" [style=solid, label="(12, 64, 1, 1)"]; +"246 mul_tensor_22" -> "248 sub_tensor_22" [style=solid, label="(12, 64, 1, 1)"]; +"247 zero_point_updated_constant22" -> "248 sub_tensor_22" [style=solid, label="(12, 1, 1, 1)"]; +"248 sub_tensor_22" -> "249 conv2d_18" [style=solid, label="(12, 64, 1, 1)"]; +"249 conv2d_18" -> "250 output" [style=solid, label="(1, 12, 36, 36)"]; } 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 index 29b6d40b17b..d22e83f4b34 100644 --- 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 @@ -1,113 +1,113 @@ -strict digraph { -"0 class_token" [id=0, type=get_attr]; -"1 encoder_pos_embedding" [id=1, type=get_attr]; -"2 conv_proj_bias" [id=2, type=get_attr]; -"3 encoder_layers_encoder_layer_0_ln_1_weight" [id=3, type=get_attr]; -"4 encoder_layers_encoder_layer_0_ln_1_bias" [id=4, type=get_attr]; -"5 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" [id=5, type=get_attr]; -"6 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" [id=6, type=get_attr]; -"7 encoder_layers_encoder_layer_0_ln_2_weight" [id=7, type=get_attr]; -"8 encoder_layers_encoder_layer_0_ln_2_bias" [id=8, type=get_attr]; -"9 encoder_layers_encoder_layer_0_mlp_0_bias" [id=9, type=get_attr]; -"10 encoder_layers_encoder_layer_0_mlp_3_bias" [id=10, type=get_attr]; -"11 encoder_layers_encoder_layer_1_ln_1_weight" [id=11, type=get_attr]; -"12 encoder_layers_encoder_layer_1_ln_1_bias" [id=12, type=get_attr]; -"13 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" [id=13, type=get_attr]; -"14 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" [id=14, type=get_attr]; -"15 encoder_layers_encoder_layer_1_ln_2_weight" [id=15, type=get_attr]; -"16 encoder_layers_encoder_layer_1_ln_2_bias" [id=16, type=get_attr]; -"17 encoder_layers_encoder_layer_1_mlp_0_bias" [id=17, type=get_attr]; -"18 encoder_layers_encoder_layer_1_mlp_3_bias" [id=18, type=get_attr]; -"19 encoder_layers_encoder_layer_2_ln_1_weight" [id=19, type=get_attr]; -"20 encoder_layers_encoder_layer_2_ln_1_bias" [id=20, type=get_attr]; -"21 encoder_layers_encoder_layer_2_self_attention_in_proj_bias" [id=21, type=get_attr]; -"22 encoder_layers_encoder_layer_2_self_attention_out_proj_bias" [id=22, type=get_attr]; -"23 encoder_layers_encoder_layer_2_ln_2_weight" [id=23, type=get_attr]; -"24 encoder_layers_encoder_layer_2_ln_2_bias" [id=24, type=get_attr]; -"25 encoder_layers_encoder_layer_2_mlp_0_bias" [id=25, type=get_attr]; -"26 encoder_layers_encoder_layer_2_mlp_3_bias" [id=26, type=get_attr]; -"27 encoder_layers_encoder_layer_3_ln_1_weight" [id=27, type=get_attr]; -"28 encoder_layers_encoder_layer_3_ln_1_bias" [id=28, type=get_attr]; -"29 encoder_layers_encoder_layer_3_self_attention_in_proj_bias" [id=29, type=get_attr]; -"30 encoder_layers_encoder_layer_3_self_attention_out_proj_bias" [id=30, type=get_attr]; -"31 encoder_layers_encoder_layer_3_ln_2_weight" [id=31, type=get_attr]; 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-"73 encoder_layers_encoder_layer_8_mlp_0_bias" [id=73, type=get_attr]; -"74 encoder_layers_encoder_layer_8_mlp_3_bias" [id=74, type=get_attr]; -"75 encoder_layers_encoder_layer_9_ln_1_weight" [id=75, type=get_attr]; -"76 encoder_layers_encoder_layer_9_ln_1_bias" [id=76, type=get_attr]; -"77 encoder_layers_encoder_layer_9_self_attention_in_proj_bias" [id=77, type=get_attr]; -"78 encoder_layers_encoder_layer_9_self_attention_out_proj_bias" [id=78, type=get_attr]; -"79 encoder_layers_encoder_layer_9_ln_2_weight" [id=79, type=get_attr]; -"80 encoder_layers_encoder_layer_9_ln_2_bias" [id=80, type=get_attr]; -"81 encoder_layers_encoder_layer_9_mlp_0_bias" [id=81, type=get_attr]; -"82 encoder_layers_encoder_layer_9_mlp_3_bias" [id=82, type=get_attr]; -"83 encoder_layers_encoder_layer_10_ln_1_weight" [id=83, type=get_attr]; -"84 encoder_layers_encoder_layer_10_ln_1_bias" [id=84, type=get_attr]; -"85 encoder_layers_encoder_layer_10_self_attention_in_proj_bias" [id=85, type=get_attr]; -"86 encoder_layers_encoder_layer_10_self_attention_out_proj_bias" [id=86, type=get_attr]; -"87 encoder_layers_encoder_layer_10_ln_2_weight" [id=87, type=get_attr]; -"88 encoder_layers_encoder_layer_10_ln_2_bias" [id=88, type=get_attr]; -"89 encoder_layers_encoder_layer_10_mlp_0_bias" [id=89, type=get_attr]; -"90 encoder_layers_encoder_layer_10_mlp_3_bias" [id=90, type=get_attr]; -"91 encoder_layers_encoder_layer_11_ln_1_weight" [id=91, type=get_attr]; -"92 encoder_layers_encoder_layer_11_ln_1_bias" [id=92, type=get_attr]; -"93 encoder_layers_encoder_layer_11_self_attention_in_proj_bias" [id=93, type=get_attr]; -"94 encoder_layers_encoder_layer_11_self_attention_out_proj_bias" [id=94, type=get_attr]; -"95 encoder_layers_encoder_layer_11_ln_2_weight" [id=95, type=get_attr]; -"96 encoder_layers_encoder_layer_11_ln_2_bias" [id=96, type=get_attr]; -"97 encoder_layers_encoder_layer_11_mlp_0_bias" [id=97, type=get_attr]; -"98 encoder_layers_encoder_layer_11_mlp_3_bias" [id=98, type=get_attr]; -"99 encoder_ln_weight" [id=99, type=get_attr]; -"100 encoder_ln_bias" [id=100, type=get_attr]; -"101 heads_head_bias" [id=101, type=get_attr]; +strict digraph { +"0 class_token" [id=0, type="get_attr"]; +"1 encoder_pos_embedding" [id=1, type="get_attr"]; +"2 conv_proj_bias" [id=2, type="get_attr"]; +"3 encoder_layers_encoder_layer_0_ln_1_weight" [id=3, type="get_attr"]; +"4 encoder_layers_encoder_layer_0_ln_1_bias" [id=4, type="get_attr"]; +"5 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" [id=5, type="get_attr"]; +"6 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" [id=6, type="get_attr"]; +"7 encoder_layers_encoder_layer_0_ln_2_weight" [id=7, type="get_attr"]; +"8 encoder_layers_encoder_layer_0_ln_2_bias" [id=8, type="get_attr"]; +"9 encoder_layers_encoder_layer_0_mlp_0_bias" [id=9, type="get_attr"]; +"10 encoder_layers_encoder_layer_0_mlp_3_bias" [id=10, type="get_attr"]; +"11 encoder_layers_encoder_layer_1_ln_1_weight" [id=11, type="get_attr"]; +"12 encoder_layers_encoder_layer_1_ln_1_bias" [id=12, type="get_attr"]; +"13 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" [id=13, type="get_attr"]; +"14 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" [id=14, type="get_attr"]; +"15 encoder_layers_encoder_layer_1_ln_2_weight" [id=15, type="get_attr"]; +"16 encoder_layers_encoder_layer_1_ln_2_bias" [id=16, type="get_attr"]; +"17 encoder_layers_encoder_layer_1_mlp_0_bias" [id=17, type="get_attr"]; +"18 encoder_layers_encoder_layer_1_mlp_3_bias" [id=18, type="get_attr"]; +"19 encoder_layers_encoder_layer_2_ln_1_weight" [id=19, type="get_attr"]; +"20 encoder_layers_encoder_layer_2_ln_1_bias" [id=20, type="get_attr"]; +"21 encoder_layers_encoder_layer_2_self_attention_in_proj_bias" [id=21, type="get_attr"]; +"22 encoder_layers_encoder_layer_2_self_attention_out_proj_bias" [id=22, type="get_attr"]; +"23 encoder_layers_encoder_layer_2_ln_2_weight" [id=23, type="get_attr"]; +"24 encoder_layers_encoder_layer_2_ln_2_bias" [id=24, type="get_attr"]; +"25 encoder_layers_encoder_layer_2_mlp_0_bias" [id=25, type="get_attr"]; +"26 encoder_layers_encoder_layer_2_mlp_3_bias" [id=26, type="get_attr"]; +"27 encoder_layers_encoder_layer_3_ln_1_weight" [id=27, type="get_attr"]; +"28 encoder_layers_encoder_layer_3_ln_1_bias" [id=28, type="get_attr"]; +"29 encoder_layers_encoder_layer_3_self_attention_in_proj_bias" [id=29, type="get_attr"]; +"30 encoder_layers_encoder_layer_3_self_attention_out_proj_bias" [id=30, type="get_attr"]; +"31 encoder_layers_encoder_layer_3_ln_2_weight" [id=31, type="get_attr"]; +"32 encoder_layers_encoder_layer_3_ln_2_bias" [id=32, type="get_attr"]; +"33 encoder_layers_encoder_layer_3_mlp_0_bias" [id=33, type="get_attr"]; +"34 encoder_layers_encoder_layer_3_mlp_3_bias" [id=34, type="get_attr"]; +"35 encoder_layers_encoder_layer_4_ln_1_weight" [id=35, type="get_attr"]; +"36 encoder_layers_encoder_layer_4_ln_1_bias" [id=36, type="get_attr"]; +"37 encoder_layers_encoder_layer_4_self_attention_in_proj_bias" [id=37, type="get_attr"]; +"38 encoder_layers_encoder_layer_4_self_attention_out_proj_bias" [id=38, type="get_attr"]; +"39 encoder_layers_encoder_layer_4_ln_2_weight" [id=39, type="get_attr"]; +"40 encoder_layers_encoder_layer_4_ln_2_bias" [id=40, type="get_attr"]; +"41 encoder_layers_encoder_layer_4_mlp_0_bias" [id=41, type="get_attr"]; +"42 encoder_layers_encoder_layer_4_mlp_3_bias" [id=42, type="get_attr"]; +"43 encoder_layers_encoder_layer_5_ln_1_weight" [id=43, type="get_attr"]; +"44 encoder_layers_encoder_layer_5_ln_1_bias" [id=44, type="get_attr"]; +"45 encoder_layers_encoder_layer_5_self_attention_in_proj_bias" [id=45, type="get_attr"]; +"46 encoder_layers_encoder_layer_5_self_attention_out_proj_bias" [id=46, type="get_attr"]; +"47 encoder_layers_encoder_layer_5_ln_2_weight" [id=47, type="get_attr"]; +"48 encoder_layers_encoder_layer_5_ln_2_bias" [id=48, type="get_attr"]; +"49 encoder_layers_encoder_layer_5_mlp_0_bias" [id=49, type="get_attr"]; +"50 encoder_layers_encoder_layer_5_mlp_3_bias" [id=50, type="get_attr"]; +"51 encoder_layers_encoder_layer_6_ln_1_weight" [id=51, type="get_attr"]; +"52 encoder_layers_encoder_layer_6_ln_1_bias" [id=52, type="get_attr"]; +"53 encoder_layers_encoder_layer_6_self_attention_in_proj_bias" [id=53, type="get_attr"]; +"54 encoder_layers_encoder_layer_6_self_attention_out_proj_bias" [id=54, type="get_attr"]; +"55 encoder_layers_encoder_layer_6_ln_2_weight" [id=55, type="get_attr"]; +"56 encoder_layers_encoder_layer_6_ln_2_bias" [id=56, type="get_attr"]; +"57 encoder_layers_encoder_layer_6_mlp_0_bias" [id=57, type="get_attr"]; +"58 encoder_layers_encoder_layer_6_mlp_3_bias" [id=58, type="get_attr"]; +"59 encoder_layers_encoder_layer_7_ln_1_weight" [id=59, type="get_attr"]; +"60 encoder_layers_encoder_layer_7_ln_1_bias" [id=60, type="get_attr"]; +"61 encoder_layers_encoder_layer_7_self_attention_in_proj_bias" [id=61, type="get_attr"]; +"62 encoder_layers_encoder_layer_7_self_attention_out_proj_bias" [id=62, type="get_attr"]; +"63 encoder_layers_encoder_layer_7_ln_2_weight" [id=63, type="get_attr"]; +"64 encoder_layers_encoder_layer_7_ln_2_bias" [id=64, type="get_attr"]; +"65 encoder_layers_encoder_layer_7_mlp_0_bias" [id=65, type="get_attr"]; +"66 encoder_layers_encoder_layer_7_mlp_3_bias" [id=66, type="get_attr"]; +"67 encoder_layers_encoder_layer_8_ln_1_weight" [id=67, type="get_attr"]; +"68 encoder_layers_encoder_layer_8_ln_1_bias" [id=68, type="get_attr"]; +"69 encoder_layers_encoder_layer_8_self_attention_in_proj_bias" [id=69, type="get_attr"]; +"70 encoder_layers_encoder_layer_8_self_attention_out_proj_bias" [id=70, type="get_attr"]; +"71 encoder_layers_encoder_layer_8_ln_2_weight" [id=71, type="get_attr"]; +"72 encoder_layers_encoder_layer_8_ln_2_bias" [id=72, type="get_attr"]; +"73 encoder_layers_encoder_layer_8_mlp_0_bias" [id=73, type="get_attr"]; +"74 encoder_layers_encoder_layer_8_mlp_3_bias" [id=74, type="get_attr"]; +"75 encoder_layers_encoder_layer_9_ln_1_weight" [id=75, type="get_attr"]; +"76 encoder_layers_encoder_layer_9_ln_1_bias" [id=76, type="get_attr"]; +"77 encoder_layers_encoder_layer_9_self_attention_in_proj_bias" [id=77, type="get_attr"]; +"78 encoder_layers_encoder_layer_9_self_attention_out_proj_bias" [id=78, type="get_attr"]; +"79 encoder_layers_encoder_layer_9_ln_2_weight" [id=79, type="get_attr"]; +"80 encoder_layers_encoder_layer_9_ln_2_bias" [id=80, type="get_attr"]; +"81 encoder_layers_encoder_layer_9_mlp_0_bias" [id=81, type="get_attr"]; +"82 encoder_layers_encoder_layer_9_mlp_3_bias" [id=82, type="get_attr"]; +"83 encoder_layers_encoder_layer_10_ln_1_weight" [id=83, type="get_attr"]; +"84 encoder_layers_encoder_layer_10_ln_1_bias" [id=84, type="get_attr"]; +"85 encoder_layers_encoder_layer_10_self_attention_in_proj_bias" [id=85, type="get_attr"]; +"86 encoder_layers_encoder_layer_10_self_attention_out_proj_bias" [id=86, type="get_attr"]; +"87 encoder_layers_encoder_layer_10_ln_2_weight" [id=87, type="get_attr"]; +"88 encoder_layers_encoder_layer_10_ln_2_bias" [id=88, type="get_attr"]; +"89 encoder_layers_encoder_layer_10_mlp_0_bias" [id=89, type="get_attr"]; +"90 encoder_layers_encoder_layer_10_mlp_3_bias" [id=90, type="get_attr"]; +"91 encoder_layers_encoder_layer_11_ln_1_weight" [id=91, type="get_attr"]; +"92 encoder_layers_encoder_layer_11_ln_1_bias" [id=92, type="get_attr"]; +"93 encoder_layers_encoder_layer_11_self_attention_in_proj_bias" [id=93, type="get_attr"]; +"94 encoder_layers_encoder_layer_11_self_attention_out_proj_bias" [id=94, type="get_attr"]; +"95 encoder_layers_encoder_layer_11_ln_2_weight" [id=95, type="get_attr"]; +"96 encoder_layers_encoder_layer_11_ln_2_bias" [id=96, type="get_attr"]; +"97 encoder_layers_encoder_layer_11_mlp_0_bias" [id=97, type="get_attr"]; +"98 encoder_layers_encoder_layer_11_mlp_3_bias" [id=98, type="get_attr"]; +"99 encoder_ln_weight" [id=99, type="get_attr"]; +"100 encoder_ln_bias" [id=100, type="get_attr"]; +"101 heads_head_bias" [id=101, type="get_attr"]; "102 x" [id=102, type=input]; -"103 quantize_per_tensor_default" [id=103, type=quantize_per_tensor]; -"104 dequantize_per_tensor_default" [id=104, type=dequantize_per_tensor]; -"105 scale_updated_constant0" [id=105, type=get_attr]; -"106 compressed_weight_updated_constant0" [id=106, type=get_attr]; +"103 quantize_per_tensor_0" [id=103, type="quantize_per_tensor"]; +"104 dequantize_per_tensor_1" [id=104, type="dequantize_per_tensor"]; +"105 scale_updated_constant0" [id=105, type="get_attr"]; +"106 compressed_weight_updated_constant0" [id=106, type="get_attr"]; "107 mul_tensor" [id=107, type=mul]; -"108 zero_point_updated_constant0" [id=108, type=get_attr]; +"108 zero_point_updated_constant0" [id=108, type="get_attr"]; "109 sub_tensor" [id=109, type=sub]; "110 conv2d" [id=110, type=conv2d]; "111 reshape" [id=111, type=reshape]; @@ -116,15 +116,15 @@ strict digraph { "114 cat" [id=114, type=cat]; "115 add" [id=115, type=add]; "116 dropout" [id=116, type=dropout]; -"117 layer_norm" [id=117, type=layer_norm]; +"117 layer_norm" [id=117, type="layer_norm"]; "118 transpose" [id=118, type=transpose]; -"119 transpose_0_0_nncf_smooth_quant_0" [id=119, type=call_module]; -"120 quantize_per_tensor_default_1" [id=120, type=quantize_per_tensor]; -"121 dequantize_per_tensor_default_1" [id=121, type=dequantize_per_tensor]; -"122 scale_updated_constant1" [id=122, type=get_attr]; -"123 compressed_weight_updated_constant1" [id=123, type=get_attr]; +"119 transpose_0_0_nncf_smooth_quant_0" [id=119, type="call_module"]; +"120 quantize_per_tensor_2" [id=120, type="quantize_per_tensor"]; +"121 dequantize_per_tensor_3" [id=121, type="dequantize_per_tensor"]; +"122 scale_updated_constant1" [id=122, type="get_attr"]; +"123 compressed_weight_updated_constant1" [id=123, type="get_attr"]; "124 mul_tensor_1" [id=124, type=mul]; -"125 zero_point_updated_constant1" [id=125, type=get_attr]; +"125 zero_point_updated_constant1" [id=125, type="get_attr"]; "126 sub_tensor_1" [id=126, type=sub]; "127 linear" [id=127, type=linear]; "128 unflatten" [id=128, type=unflatten]; @@ -132,11 +132,11 @@ strict digraph { "130 transpose_1" [id=130, type=transpose]; "131 squeeze" [id=131, type=squeeze]; "132 contiguous" [id=132, type=contiguous]; -"133 quantize_per_tensor_default_2" [id=133, type=quantize_per_tensor]; -"134 dequantize_per_tensor_default_2" [id=134, type=dequantize_per_tensor]; +"133 quantize_per_tensor_4" [id=133, type="quantize_per_tensor"]; +"134 dequantize_per_tensor_5" [id=134, type="dequantize_per_tensor"]; "135 select" [id=135, type=select]; -"136 quantize_per_tensor_default_3" [id=136, type=quantize_per_tensor]; -"137 dequantize_per_tensor_default_3" [id=137, type=dequantize_per_tensor]; +"136 quantize_per_tensor_6" [id=136, type="quantize_per_tensor"]; +"137 dequantize_per_tensor_7" [id=137, type="dequantize_per_tensor"]; "138 select_1" [id=138, type=select]; "139 select_2" [id=139, type=select]; "140 view" [id=140, type=view]; @@ -148,54 +148,54 @@ strict digraph { "146 view_3" [id=146, type=view]; "147 view_4" [id=147, type=view]; "148 view_5" [id=148, type=view]; -"149 scaled_dot_product_attention" [id=149, type=scaled_dot_product_attention]; +"149 scaled_dot_product_attention" [id=149, type="scaled_dot_product_attention"]; "150 permute_1" [id=150, type=permute]; "151 view_6" [id=151, type=view]; -"152 view_6_0_0_nncf_smooth_quant_0" [id=152, type=call_module]; -"153 quantize_per_tensor_default_4" [id=153, type=quantize_per_tensor]; -"154 dequantize_per_tensor_default_4" [id=154, type=dequantize_per_tensor]; -"155 scale_updated_constant2" [id=155, type=get_attr]; -"156 compressed_weight_updated_constant2" [id=156, type=get_attr]; +"152 view_6_0_0_nncf_smooth_quant_0" [id=152, type="call_module"]; +"153 quantize_per_tensor_8" [id=153, type="quantize_per_tensor"]; +"154 dequantize_per_tensor_9" [id=154, type="dequantize_per_tensor"]; +"155 scale_updated_constant2" [id=155, type="get_attr"]; +"156 compressed_weight_updated_constant2" [id=156, type="get_attr"]; "157 mul_tensor_2" [id=157, type=mul]; -"158 zero_point_updated_constant2" [id=158, type=get_attr]; +"158 zero_point_updated_constant2" [id=158, type="get_attr"]; "159 sub_tensor_2" [id=159, type=sub]; "160 linear_1" [id=160, type=linear]; "161 view_7" [id=161, type=view]; "162 transpose_5" [id=162, type=transpose]; "163 dropout_1" [id=163, type=dropout]; "164 add_1" [id=164, type=add]; -"165 layer_norm_1" [id=165, type=layer_norm]; -"166 layer_norm_1_0_0_nncf_smooth_quant_0" [id=166, type=call_module]; -"167 quantize_per_tensor_default_5" [id=167, type=quantize_per_tensor]; -"168 dequantize_per_tensor_default_5" [id=168, type=dequantize_per_tensor]; -"169 scale_updated_constant3" [id=169, type=get_attr]; -"170 compressed_weight_updated_constant3" [id=170, type=get_attr]; +"165 layer_norm_1" [id=165, type="layer_norm"]; +"166 layer_norm_1_0_0_nncf_smooth_quant_0" [id=166, type="call_module"]; +"167 quantize_per_tensor_10" [id=167, type="quantize_per_tensor"]; +"168 dequantize_per_tensor_11" [id=168, type="dequantize_per_tensor"]; +"169 scale_updated_constant3" [id=169, type="get_attr"]; +"170 compressed_weight_updated_constant3" [id=170, type="get_attr"]; "171 mul_tensor_3" [id=171, type=mul]; -"172 zero_point_updated_constant3" [id=172, type=get_attr]; +"172 zero_point_updated_constant3" [id=172, type="get_attr"]; "173 sub_tensor_3" [id=173, type=sub]; "174 linear_2" [id=174, type=linear]; "175 gelu" [id=175, type=gelu]; "176 dropout_2" [id=176, type=dropout]; -"177 dropout_2_0_0_nncf_smooth_quant_0" [id=177, type=call_module]; -"178 quantize_per_tensor_default_6" [id=178, type=quantize_per_tensor]; -"179 dequantize_per_tensor_default_6" [id=179, type=dequantize_per_tensor]; -"180 scale_updated_constant4" [id=180, type=get_attr]; -"181 compressed_weight_updated_constant4" [id=181, type=get_attr]; +"177 dropout_2_0_0_nncf_smooth_quant_0" [id=177, type="call_module"]; +"178 quantize_per_tensor_12" [id=178, type="quantize_per_tensor"]; +"179 dequantize_per_tensor_13" [id=179, type="dequantize_per_tensor"]; +"180 scale_updated_constant4" [id=180, type="get_attr"]; +"181 compressed_weight_updated_constant4" [id=181, type="get_attr"]; "182 mul_tensor_4" [id=182, type=mul]; -"183 zero_point_updated_constant4" [id=183, type=get_attr]; +"183 zero_point_updated_constant4" [id=183, type="get_attr"]; "184 sub_tensor_4" [id=184, type=sub]; "185 linear_3" [id=185, type=linear]; "186 dropout_3" [id=186, type=dropout]; "187 add_2" [id=187, type=add]; -"188 layer_norm_2" [id=188, type=layer_norm]; +"188 layer_norm_2" [id=188, type="layer_norm"]; "189 transpose_6" [id=189, type=transpose]; -"190 transpose_6_0_0_nncf_smooth_quant_0" [id=190, type=call_module]; -"191 quantize_per_tensor_default_7" [id=191, type=quantize_per_tensor]; -"192 dequantize_per_tensor_default_7" [id=192, type=dequantize_per_tensor]; -"193 scale_updated_constant5" [id=193, type=get_attr]; -"194 compressed_weight_updated_constant5" [id=194, type=get_attr]; +"190 transpose_6_0_0_nncf_smooth_quant_0" [id=190, type="call_module"]; +"191 quantize_per_tensor_14" [id=191, type="quantize_per_tensor"]; +"192 dequantize_per_tensor_15" [id=192, type="dequantize_per_tensor"]; +"193 scale_updated_constant5" [id=193, type="get_attr"]; +"194 compressed_weight_updated_constant5" [id=194, type="get_attr"]; "195 mul_tensor_5" [id=195, type=mul]; -"196 zero_point_updated_constant5" [id=196, type=get_attr]; +"196 zero_point_updated_constant5" [id=196, type="get_attr"]; "197 sub_tensor_5" [id=197, type=sub]; "198 linear_4" [id=198, type=linear]; "199 unflatten_1" [id=199, type=unflatten]; @@ -203,11 +203,11 @@ strict digraph { "201 transpose_7" [id=201, type=transpose]; "202 squeeze_1" [id=202, type=squeeze]; "203 contiguous_1" [id=203, type=contiguous]; -"204 quantize_per_tensor_default_8" [id=204, type=quantize_per_tensor]; -"205 dequantize_per_tensor_default_8" [id=205, type=dequantize_per_tensor]; +"204 quantize_per_tensor_16" [id=204, type="quantize_per_tensor"]; +"205 dequantize_per_tensor_17" [id=205, type="dequantize_per_tensor"]; "206 select_3" [id=206, type=select]; -"207 quantize_per_tensor_default_9" [id=207, type=quantize_per_tensor]; -"208 dequantize_per_tensor_default_9" [id=208, type=dequantize_per_tensor]; +"207 quantize_per_tensor_18" [id=207, type="quantize_per_tensor"]; +"208 dequantize_per_tensor_19" [id=208, type="dequantize_per_tensor"]; "209 select_4" [id=209, type=select]; "210 select_5" [id=210, type=select]; "211 view_8" [id=211, type=view]; @@ -219,54 +219,54 @@ strict digraph { "217 view_11" [id=217, type=view]; "218 view_12" [id=218, type=view]; "219 view_13" [id=219, type=view]; -"220 scaled_dot_product_attention_1" [id=220, type=scaled_dot_product_attention]; +"220 scaled_dot_product_attention_1" [id=220, type="scaled_dot_product_attention"]; "221 permute_2" [id=221, type=permute]; "222 view_14" [id=222, type=view]; -"223 view_14_0_0_nncf_smooth_quant_0" [id=223, type=call_module]; -"224 quantize_per_tensor_default_10" [id=224, type=quantize_per_tensor]; -"225 dequantize_per_tensor_default_10" [id=225, type=dequantize_per_tensor]; -"226 scale_updated_constant6" [id=226, type=get_attr]; -"227 compressed_weight_updated_constant6" [id=227, type=get_attr]; +"223 view_14_0_0_nncf_smooth_quant_0" [id=223, type="call_module"]; +"224 quantize_per_tensor_20" [id=224, type="quantize_per_tensor"]; +"225 dequantize_per_tensor_21" [id=225, type="dequantize_per_tensor"]; +"226 scale_updated_constant6" [id=226, type="get_attr"]; +"227 compressed_weight_updated_constant6" [id=227, type="get_attr"]; "228 mul_tensor_6" [id=228, type=mul]; -"229 zero_point_updated_constant6" [id=229, type=get_attr]; +"229 zero_point_updated_constant6" [id=229, type="get_attr"]; "230 sub_tensor_6" [id=230, type=sub]; "231 linear_5" [id=231, type=linear]; "232 view_15" [id=232, type=view]; "233 transpose_11" [id=233, type=transpose]; "234 dropout_4" [id=234, type=dropout]; "235 add_3" [id=235, type=add]; -"236 layer_norm_3" [id=236, type=layer_norm]; -"237 layer_norm_3_0_0_nncf_smooth_quant_0" [id=237, type=call_module]; -"238 quantize_per_tensor_default_11" [id=238, type=quantize_per_tensor]; -"239 dequantize_per_tensor_default_11" [id=239, type=dequantize_per_tensor]; -"240 scale_updated_constant7" [id=240, type=get_attr]; -"241 compressed_weight_updated_constant7" [id=241, type=get_attr]; +"236 layer_norm_3" [id=236, type="layer_norm"]; +"237 layer_norm_3_0_0_nncf_smooth_quant_0" [id=237, type="call_module"]; +"238 quantize_per_tensor_22" [id=238, type="quantize_per_tensor"]; +"239 dequantize_per_tensor_23" [id=239, type="dequantize_per_tensor"]; +"240 scale_updated_constant7" [id=240, type="get_attr"]; +"241 compressed_weight_updated_constant7" [id=241, type="get_attr"]; "242 mul_tensor_7" [id=242, type=mul]; -"243 zero_point_updated_constant7" [id=243, type=get_attr]; +"243 zero_point_updated_constant7" [id=243, type="get_attr"]; "244 sub_tensor_7" [id=244, type=sub]; "245 linear_6" [id=245, type=linear]; "246 gelu_1" [id=246, type=gelu]; "247 dropout_5" [id=247, type=dropout]; -"248 dropout_5_0_0_nncf_smooth_quant_0" [id=248, type=call_module]; -"249 quantize_per_tensor_default_12" [id=249, type=quantize_per_tensor]; -"250 dequantize_per_tensor_default_12" [id=250, type=dequantize_per_tensor]; -"251 scale_updated_constant8" [id=251, type=get_attr]; -"252 compressed_weight_updated_constant8" [id=252, type=get_attr]; +"248 dropout_5_0_0_nncf_smooth_quant_0" [id=248, type="call_module"]; +"249 quantize_per_tensor_24" [id=249, type="quantize_per_tensor"]; +"250 dequantize_per_tensor_25" [id=250, type="dequantize_per_tensor"]; +"251 scale_updated_constant8" [id=251, type="get_attr"]; +"252 compressed_weight_updated_constant8" [id=252, type="get_attr"]; "253 mul_tensor_8" [id=253, type=mul]; -"254 zero_point_updated_constant8" [id=254, type=get_attr]; +"254 zero_point_updated_constant8" [id=254, type="get_attr"]; "255 sub_tensor_8" [id=255, type=sub]; "256 linear_7" [id=256, type=linear]; "257 dropout_6" [id=257, type=dropout]; "258 add_4" [id=258, type=add]; -"259 layer_norm_4" [id=259, type=layer_norm]; +"259 layer_norm_4" [id=259, type="layer_norm"]; "260 transpose_12" [id=260, type=transpose]; -"261 transpose_12_0_0_nncf_smooth_quant_0" [id=261, type=call_module]; -"262 quantize_per_tensor_default_13" [id=262, type=quantize_per_tensor]; -"263 dequantize_per_tensor_default_13" [id=263, type=dequantize_per_tensor]; -"264 scale_updated_constant9" [id=264, type=get_attr]; -"265 compressed_weight_updated_constant9" [id=265, type=get_attr]; +"261 transpose_12_0_0_nncf_smooth_quant_0" [id=261, type="call_module"]; +"262 quantize_per_tensor_26" [id=262, type="quantize_per_tensor"]; +"263 dequantize_per_tensor_27" [id=263, type="dequantize_per_tensor"]; +"264 scale_updated_constant9" [id=264, type="get_attr"]; +"265 compressed_weight_updated_constant9" [id=265, type="get_attr"]; "266 mul_tensor_9" [id=266, type=mul]; -"267 zero_point_updated_constant9" [id=267, type=get_attr]; +"267 zero_point_updated_constant9" [id=267, type="get_attr"]; "268 sub_tensor_9" [id=268, type=sub]; "269 linear_8" [id=269, type=linear]; "270 unflatten_2" [id=270, type=unflatten]; @@ -274,11 +274,11 @@ strict digraph { "272 transpose_13" [id=272, type=transpose]; "273 squeeze_2" [id=273, type=squeeze]; "274 contiguous_2" [id=274, type=contiguous]; -"275 quantize_per_tensor_default_14" [id=275, type=quantize_per_tensor]; -"276 dequantize_per_tensor_default_14" [id=276, type=dequantize_per_tensor]; +"275 quantize_per_tensor_28" [id=275, type="quantize_per_tensor"]; +"276 dequantize_per_tensor_29" [id=276, type="dequantize_per_tensor"]; "277 select_6" [id=277, type=select]; -"278 quantize_per_tensor_default_15" [id=278, type=quantize_per_tensor]; -"279 dequantize_per_tensor_default_15" [id=279, type=dequantize_per_tensor]; +"278 quantize_per_tensor_30" [id=278, type="quantize_per_tensor"]; +"279 dequantize_per_tensor_31" [id=279, type="dequantize_per_tensor"]; "280 select_7" [id=280, type=select]; "281 select_8" [id=281, type=select]; "282 view_16" [id=282, type=view]; @@ -290,54 +290,54 @@ strict digraph { "288 view_19" [id=288, type=view]; "289 view_20" [id=289, type=view]; "290 view_21" [id=290, type=view]; -"291 scaled_dot_product_attention_2" [id=291, type=scaled_dot_product_attention]; +"291 scaled_dot_product_attention_2" [id=291, type="scaled_dot_product_attention"]; "292 permute_3" [id=292, type=permute]; "293 view_22" [id=293, type=view]; -"294 view_22_0_0_nncf_smooth_quant_0" [id=294, type=call_module]; -"295 quantize_per_tensor_default_16" [id=295, type=quantize_per_tensor]; -"296 dequantize_per_tensor_default_16" [id=296, type=dequantize_per_tensor]; -"297 scale_updated_constant10" [id=297, type=get_attr]; -"298 compressed_weight_updated_constant10" [id=298, type=get_attr]; +"294 view_22_0_0_nncf_smooth_quant_0" [id=294, type="call_module"]; +"295 quantize_per_tensor_32" [id=295, type="quantize_per_tensor"]; +"296 dequantize_per_tensor_33" [id=296, type="dequantize_per_tensor"]; +"297 scale_updated_constant10" [id=297, type="get_attr"]; +"298 compressed_weight_updated_constant10" [id=298, type="get_attr"]; "299 mul_tensor_10" [id=299, type=mul]; -"300 zero_point_updated_constant10" [id=300, type=get_attr]; +"300 zero_point_updated_constant10" [id=300, type="get_attr"]; "301 sub_tensor_10" [id=301, type=sub]; "302 linear_9" [id=302, type=linear]; "303 view_23" [id=303, type=view]; "304 transpose_17" [id=304, type=transpose]; "305 dropout_7" [id=305, type=dropout]; "306 add_5" [id=306, type=add]; -"307 layer_norm_5" [id=307, type=layer_norm]; -"308 layer_norm_5_0_0_nncf_smooth_quant_0" [id=308, type=call_module]; -"309 quantize_per_tensor_default_17" [id=309, type=quantize_per_tensor]; -"310 dequantize_per_tensor_default_17" [id=310, type=dequantize_per_tensor]; -"311 scale_updated_constant11" [id=311, type=get_attr]; -"312 compressed_weight_updated_constant11" [id=312, type=get_attr]; +"307 layer_norm_5" [id=307, type="layer_norm"]; +"308 layer_norm_5_0_0_nncf_smooth_quant_0" [id=308, type="call_module"]; +"309 quantize_per_tensor_34" [id=309, type="quantize_per_tensor"]; +"310 dequantize_per_tensor_35" [id=310, type="dequantize_per_tensor"]; +"311 scale_updated_constant11" [id=311, type="get_attr"]; +"312 compressed_weight_updated_constant11" [id=312, type="get_attr"]; "313 mul_tensor_11" [id=313, type=mul]; -"314 zero_point_updated_constant11" [id=314, type=get_attr]; +"314 zero_point_updated_constant11" [id=314, type="get_attr"]; "315 sub_tensor_11" [id=315, type=sub]; "316 linear_10" [id=316, type=linear]; "317 gelu_2" [id=317, type=gelu]; "318 dropout_8" [id=318, type=dropout]; -"319 dropout_8_0_0_nncf_smooth_quant_0" [id=319, type=call_module]; -"320 quantize_per_tensor_default_18" [id=320, type=quantize_per_tensor]; -"321 dequantize_per_tensor_default_18" [id=321, type=dequantize_per_tensor]; -"322 scale_updated_constant12" [id=322, type=get_attr]; -"323 compressed_weight_updated_constant12" [id=323, type=get_attr]; +"319 dropout_8_0_0_nncf_smooth_quant_0" [id=319, type="call_module"]; +"320 quantize_per_tensor_36" [id=320, type="quantize_per_tensor"]; +"321 dequantize_per_tensor_37" [id=321, type="dequantize_per_tensor"]; +"322 scale_updated_constant12" [id=322, type="get_attr"]; +"323 compressed_weight_updated_constant12" [id=323, type="get_attr"]; "324 mul_tensor_12" [id=324, type=mul]; -"325 zero_point_updated_constant12" [id=325, type=get_attr]; +"325 zero_point_updated_constant12" [id=325, type="get_attr"]; "326 sub_tensor_12" [id=326, type=sub]; "327 linear_11" [id=327, type=linear]; "328 dropout_9" [id=328, type=dropout]; "329 add_6" [id=329, type=add]; -"330 layer_norm_6" [id=330, type=layer_norm]; +"330 layer_norm_6" [id=330, type="layer_norm"]; "331 transpose_18" [id=331, type=transpose]; -"332 transpose_18_0_0_nncf_smooth_quant_0" [id=332, type=call_module]; -"333 quantize_per_tensor_default_19" [id=333, type=quantize_per_tensor]; -"334 dequantize_per_tensor_default_19" [id=334, type=dequantize_per_tensor]; -"335 scale_updated_constant13" [id=335, type=get_attr]; -"336 compressed_weight_updated_constant13" [id=336, type=get_attr]; +"332 transpose_18_0_0_nncf_smooth_quant_0" [id=332, type="call_module"]; +"333 quantize_per_tensor_38" [id=333, type="quantize_per_tensor"]; +"334 dequantize_per_tensor_39" [id=334, type="dequantize_per_tensor"]; +"335 scale_updated_constant13" [id=335, type="get_attr"]; +"336 compressed_weight_updated_constant13" [id=336, type="get_attr"]; "337 mul_tensor_13" [id=337, type=mul]; -"338 zero_point_updated_constant13" [id=338, type=get_attr]; +"338 zero_point_updated_constant13" [id=338, type="get_attr"]; "339 sub_tensor_13" [id=339, type=sub]; "340 linear_12" [id=340, type=linear]; "341 unflatten_3" [id=341, type=unflatten]; @@ -345,11 +345,11 @@ strict digraph { "343 transpose_19" [id=343, type=transpose]; "344 squeeze_3" [id=344, type=squeeze]; "345 contiguous_3" [id=345, type=contiguous]; -"346 quantize_per_tensor_default_20" [id=346, type=quantize_per_tensor]; -"347 dequantize_per_tensor_default_20" [id=347, type=dequantize_per_tensor]; +"346 quantize_per_tensor_40" [id=346, type="quantize_per_tensor"]; +"347 dequantize_per_tensor_41" [id=347, type="dequantize_per_tensor"]; "348 select_9" [id=348, type=select]; -"349 quantize_per_tensor_default_21" [id=349, type=quantize_per_tensor]; -"350 dequantize_per_tensor_default_21" [id=350, type=dequantize_per_tensor]; +"349 quantize_per_tensor_42" [id=349, type="quantize_per_tensor"]; +"350 dequantize_per_tensor_43" [id=350, type="dequantize_per_tensor"]; "351 select_10" [id=351, type=select]; "352 select_11" [id=352, type=select]; "353 view_24" [id=353, type=view]; @@ -361,54 +361,54 @@ strict digraph { "359 view_27" [id=359, type=view]; "360 view_28" [id=360, type=view]; "361 view_29" [id=361, type=view]; -"362 scaled_dot_product_attention_3" [id=362, type=scaled_dot_product_attention]; +"362 scaled_dot_product_attention_3" [id=362, type="scaled_dot_product_attention"]; "363 permute_4" [id=363, type=permute]; "364 view_30" [id=364, type=view]; -"365 view_30_0_0_nncf_smooth_quant_0" [id=365, type=call_module]; -"366 quantize_per_tensor_default_22" [id=366, type=quantize_per_tensor]; -"367 dequantize_per_tensor_default_22" [id=367, type=dequantize_per_tensor]; -"368 scale_updated_constant14" [id=368, type=get_attr]; -"369 compressed_weight_updated_constant14" [id=369, type=get_attr]; +"365 view_30_0_0_nncf_smooth_quant_0" [id=365, type="call_module"]; +"366 quantize_per_tensor_44" [id=366, type="quantize_per_tensor"]; +"367 dequantize_per_tensor_45" [id=367, type="dequantize_per_tensor"]; +"368 scale_updated_constant14" [id=368, type="get_attr"]; +"369 compressed_weight_updated_constant14" [id=369, type="get_attr"]; "370 mul_tensor_14" [id=370, type=mul]; -"371 zero_point_updated_constant14" [id=371, type=get_attr]; +"371 zero_point_updated_constant14" [id=371, type="get_attr"]; "372 sub_tensor_14" [id=372, type=sub]; "373 linear_13" [id=373, type=linear]; "374 view_31" [id=374, type=view]; "375 transpose_23" [id=375, type=transpose]; "376 dropout_10" [id=376, type=dropout]; "377 add_7" [id=377, type=add]; -"378 layer_norm_7" [id=378, type=layer_norm]; -"379 layer_norm_7_0_0_nncf_smooth_quant_0" [id=379, type=call_module]; -"380 quantize_per_tensor_default_23" [id=380, type=quantize_per_tensor]; -"381 dequantize_per_tensor_default_23" [id=381, type=dequantize_per_tensor]; -"382 scale_updated_constant15" [id=382, type=get_attr]; -"383 compressed_weight_updated_constant15" [id=383, type=get_attr]; +"378 layer_norm_7" [id=378, type="layer_norm"]; +"379 layer_norm_7_0_0_nncf_smooth_quant_0" [id=379, type="call_module"]; +"380 quantize_per_tensor_46" [id=380, type="quantize_per_tensor"]; +"381 dequantize_per_tensor_47" [id=381, type="dequantize_per_tensor"]; +"382 scale_updated_constant15" [id=382, type="get_attr"]; +"383 compressed_weight_updated_constant15" [id=383, type="get_attr"]; "384 mul_tensor_15" [id=384, type=mul]; -"385 zero_point_updated_constant15" [id=385, type=get_attr]; +"385 zero_point_updated_constant15" [id=385, type="get_attr"]; "386 sub_tensor_15" [id=386, type=sub]; "387 linear_14" [id=387, type=linear]; "388 gelu_3" [id=388, type=gelu]; "389 dropout_11" [id=389, type=dropout]; -"390 dropout_11_0_0_nncf_smooth_quant_0" [id=390, type=call_module]; -"391 quantize_per_tensor_default_24" [id=391, type=quantize_per_tensor]; -"392 dequantize_per_tensor_default_24" [id=392, type=dequantize_per_tensor]; -"393 scale_updated_constant16" [id=393, type=get_attr]; -"394 compressed_weight_updated_constant16" [id=394, type=get_attr]; +"390 dropout_11_0_0_nncf_smooth_quant_0" [id=390, type="call_module"]; +"391 quantize_per_tensor_48" [id=391, type="quantize_per_tensor"]; +"392 dequantize_per_tensor_49" [id=392, type="dequantize_per_tensor"]; +"393 scale_updated_constant16" [id=393, type="get_attr"]; +"394 compressed_weight_updated_constant16" [id=394, type="get_attr"]; "395 mul_tensor_16" [id=395, type=mul]; -"396 zero_point_updated_constant16" [id=396, type=get_attr]; +"396 zero_point_updated_constant16" [id=396, type="get_attr"]; "397 sub_tensor_16" [id=397, type=sub]; "398 linear_15" [id=398, type=linear]; "399 dropout_12" [id=399, type=dropout]; "400 add_8" [id=400, type=add]; -"401 layer_norm_8" [id=401, type=layer_norm]; +"401 layer_norm_8" [id=401, type="layer_norm"]; "402 transpose_24" [id=402, type=transpose]; -"403 transpose_24_0_0_nncf_smooth_quant_0" [id=403, type=call_module]; -"404 quantize_per_tensor_default_25" [id=404, type=quantize_per_tensor]; -"405 dequantize_per_tensor_default_25" [id=405, type=dequantize_per_tensor]; -"406 scale_updated_constant17" [id=406, type=get_attr]; -"407 compressed_weight_updated_constant17" [id=407, type=get_attr]; +"403 transpose_24_0_0_nncf_smooth_quant_0" [id=403, type="call_module"]; +"404 quantize_per_tensor_50" [id=404, type="quantize_per_tensor"]; +"405 dequantize_per_tensor_51" [id=405, type="dequantize_per_tensor"]; +"406 scale_updated_constant17" [id=406, type="get_attr"]; +"407 compressed_weight_updated_constant17" [id=407, type="get_attr"]; "408 mul_tensor_17" [id=408, type=mul]; -"409 zero_point_updated_constant17" [id=409, type=get_attr]; +"409 zero_point_updated_constant17" [id=409, type="get_attr"]; "410 sub_tensor_17" [id=410, type=sub]; "411 linear_16" [id=411, type=linear]; "412 unflatten_4" [id=412, type=unflatten]; @@ -416,11 +416,11 @@ strict digraph { "414 transpose_25" [id=414, type=transpose]; "415 squeeze_4" [id=415, type=squeeze]; "416 contiguous_4" [id=416, type=contiguous]; -"417 quantize_per_tensor_default_26" [id=417, type=quantize_per_tensor]; -"418 dequantize_per_tensor_default_26" [id=418, type=dequantize_per_tensor]; +"417 quantize_per_tensor_52" [id=417, type="quantize_per_tensor"]; +"418 dequantize_per_tensor_53" [id=418, type="dequantize_per_tensor"]; "419 select_12" [id=419, type=select]; -"420 quantize_per_tensor_default_27" [id=420, type=quantize_per_tensor]; -"421 dequantize_per_tensor_default_27" [id=421, type=dequantize_per_tensor]; +"420 quantize_per_tensor_54" [id=420, type="quantize_per_tensor"]; +"421 dequantize_per_tensor_55" [id=421, type="dequantize_per_tensor"]; "422 select_13" [id=422, type=select]; "423 select_14" [id=423, type=select]; "424 view_32" [id=424, type=view]; @@ -432,54 +432,54 @@ strict digraph { "430 view_35" [id=430, type=view]; "431 view_36" [id=431, type=view]; "432 view_37" [id=432, type=view]; -"433 scaled_dot_product_attention_4" [id=433, type=scaled_dot_product_attention]; +"433 scaled_dot_product_attention_4" [id=433, type="scaled_dot_product_attention"]; "434 permute_5" [id=434, type=permute]; "435 view_38" [id=435, type=view]; -"436 view_38_0_0_nncf_smooth_quant_0" [id=436, type=call_module]; -"437 quantize_per_tensor_default_28" [id=437, type=quantize_per_tensor]; -"438 dequantize_per_tensor_default_28" [id=438, type=dequantize_per_tensor]; -"439 scale_updated_constant18" [id=439, type=get_attr]; -"440 compressed_weight_updated_constant18" [id=440, type=get_attr]; +"436 view_38_0_0_nncf_smooth_quant_0" [id=436, type="call_module"]; +"437 quantize_per_tensor_56" [id=437, type="quantize_per_tensor"]; +"438 dequantize_per_tensor_57" [id=438, type="dequantize_per_tensor"]; +"439 scale_updated_constant18" [id=439, type="get_attr"]; +"440 compressed_weight_updated_constant18" [id=440, type="get_attr"]; "441 mul_tensor_18" [id=441, type=mul]; -"442 zero_point_updated_constant18" [id=442, type=get_attr]; +"442 zero_point_updated_constant18" [id=442, type="get_attr"]; "443 sub_tensor_18" [id=443, type=sub]; "444 linear_17" [id=444, type=linear]; "445 view_39" [id=445, type=view]; "446 transpose_29" [id=446, type=transpose]; "447 dropout_13" [id=447, type=dropout]; "448 add_9" [id=448, type=add]; -"449 layer_norm_9" [id=449, type=layer_norm]; -"450 layer_norm_9_0_0_nncf_smooth_quant_0" [id=450, type=call_module]; -"451 quantize_per_tensor_default_29" [id=451, type=quantize_per_tensor]; -"452 dequantize_per_tensor_default_29" [id=452, type=dequantize_per_tensor]; -"453 scale_updated_constant19" [id=453, type=get_attr]; -"454 compressed_weight_updated_constant19" [id=454, type=get_attr]; +"449 layer_norm_9" [id=449, type="layer_norm"]; +"450 layer_norm_9_0_0_nncf_smooth_quant_0" [id=450, type="call_module"]; +"451 quantize_per_tensor_58" [id=451, type="quantize_per_tensor"]; +"452 dequantize_per_tensor_59" [id=452, type="dequantize_per_tensor"]; +"453 scale_updated_constant19" [id=453, type="get_attr"]; +"454 compressed_weight_updated_constant19" [id=454, type="get_attr"]; "455 mul_tensor_19" [id=455, type=mul]; -"456 zero_point_updated_constant19" [id=456, type=get_attr]; +"456 zero_point_updated_constant19" [id=456, type="get_attr"]; "457 sub_tensor_19" [id=457, type=sub]; "458 linear_18" [id=458, type=linear]; "459 gelu_4" [id=459, type=gelu]; "460 dropout_14" [id=460, type=dropout]; -"461 dropout_14_0_0_nncf_smooth_quant_0" [id=461, type=call_module]; -"462 quantize_per_tensor_default_30" [id=462, type=quantize_per_tensor]; -"463 dequantize_per_tensor_default_30" [id=463, type=dequantize_per_tensor]; -"464 scale_updated_constant20" [id=464, type=get_attr]; -"465 compressed_weight_updated_constant20" [id=465, type=get_attr]; +"461 dropout_14_0_0_nncf_smooth_quant_0" [id=461, type="call_module"]; +"462 quantize_per_tensor_60" [id=462, type="quantize_per_tensor"]; +"463 dequantize_per_tensor_61" [id=463, type="dequantize_per_tensor"]; +"464 scale_updated_constant20" [id=464, type="get_attr"]; +"465 compressed_weight_updated_constant20" [id=465, type="get_attr"]; "466 mul_tensor_20" [id=466, type=mul]; -"467 zero_point_updated_constant20" [id=467, type=get_attr]; +"467 zero_point_updated_constant20" [id=467, type="get_attr"]; "468 sub_tensor_20" [id=468, type=sub]; "469 linear_19" [id=469, type=linear]; "470 dropout_15" [id=470, type=dropout]; "471 add_10" [id=471, type=add]; -"472 layer_norm_10" [id=472, type=layer_norm]; +"472 layer_norm_10" [id=472, type="layer_norm"]; "473 transpose_30" [id=473, type=transpose]; -"474 transpose_30_0_0_nncf_smooth_quant_0" [id=474, type=call_module]; -"475 quantize_per_tensor_default_31" [id=475, type=quantize_per_tensor]; -"476 dequantize_per_tensor_default_31" [id=476, type=dequantize_per_tensor]; -"477 scale_updated_constant21" [id=477, type=get_attr]; -"478 compressed_weight_updated_constant21" [id=478, type=get_attr]; +"474 transpose_30_0_0_nncf_smooth_quant_0" [id=474, type="call_module"]; +"475 quantize_per_tensor_62" [id=475, type="quantize_per_tensor"]; +"476 dequantize_per_tensor_63" [id=476, type="dequantize_per_tensor"]; +"477 scale_updated_constant21" [id=477, type="get_attr"]; +"478 compressed_weight_updated_constant21" [id=478, type="get_attr"]; "479 mul_tensor_21" [id=479, type=mul]; -"480 zero_point_updated_constant21" [id=480, type=get_attr]; +"480 zero_point_updated_constant21" [id=480, type="get_attr"]; "481 sub_tensor_21" [id=481, type=sub]; "482 linear_20" [id=482, type=linear]; "483 unflatten_5" [id=483, type=unflatten]; @@ -487,11 +487,11 @@ strict digraph { "485 transpose_31" [id=485, type=transpose]; "486 squeeze_5" [id=486, type=squeeze]; "487 contiguous_5" [id=487, type=contiguous]; -"488 quantize_per_tensor_default_32" [id=488, type=quantize_per_tensor]; -"489 dequantize_per_tensor_default_32" [id=489, type=dequantize_per_tensor]; +"488 quantize_per_tensor_64" [id=488, type="quantize_per_tensor"]; +"489 dequantize_per_tensor_65" [id=489, type="dequantize_per_tensor"]; "490 select_15" [id=490, type=select]; -"491 quantize_per_tensor_default_33" [id=491, type=quantize_per_tensor]; -"492 dequantize_per_tensor_default_33" [id=492, type=dequantize_per_tensor]; +"491 quantize_per_tensor_66" [id=491, type="quantize_per_tensor"]; +"492 dequantize_per_tensor_67" [id=492, type="dequantize_per_tensor"]; "493 select_16" [id=493, type=select]; "494 select_17" [id=494, type=select]; "495 view_40" [id=495, type=view]; @@ -503,54 +503,54 @@ strict digraph { "501 view_43" [id=501, type=view]; "502 view_44" [id=502, type=view]; "503 view_45" [id=503, type=view]; -"504 scaled_dot_product_attention_5" [id=504, type=scaled_dot_product_attention]; +"504 scaled_dot_product_attention_5" [id=504, type="scaled_dot_product_attention"]; "505 permute_6" [id=505, type=permute]; "506 view_46" [id=506, type=view]; -"507 view_46_0_0_nncf_smooth_quant_0" [id=507, type=call_module]; -"508 quantize_per_tensor_default_34" [id=508, type=quantize_per_tensor]; -"509 dequantize_per_tensor_default_34" [id=509, type=dequantize_per_tensor]; -"510 scale_updated_constant22" [id=510, type=get_attr]; -"511 compressed_weight_updated_constant22" [id=511, type=get_attr]; +"507 view_46_0_0_nncf_smooth_quant_0" [id=507, type="call_module"]; +"508 quantize_per_tensor_68" [id=508, type="quantize_per_tensor"]; +"509 dequantize_per_tensor_69" [id=509, type="dequantize_per_tensor"]; +"510 scale_updated_constant22" [id=510, type="get_attr"]; +"511 compressed_weight_updated_constant22" [id=511, type="get_attr"]; "512 mul_tensor_22" [id=512, type=mul]; -"513 zero_point_updated_constant22" [id=513, type=get_attr]; +"513 zero_point_updated_constant22" [id=513, type="get_attr"]; "514 sub_tensor_22" [id=514, type=sub]; "515 linear_21" [id=515, type=linear]; "516 view_47" [id=516, type=view]; "517 transpose_35" [id=517, type=transpose]; "518 dropout_16" [id=518, type=dropout]; "519 add_11" [id=519, type=add]; -"520 layer_norm_11" [id=520, type=layer_norm]; -"521 layer_norm_11_0_0_nncf_smooth_quant_0" [id=521, type=call_module]; -"522 quantize_per_tensor_default_35" [id=522, type=quantize_per_tensor]; -"523 dequantize_per_tensor_default_35" [id=523, type=dequantize_per_tensor]; -"524 scale_updated_constant23" [id=524, type=get_attr]; -"525 compressed_weight_updated_constant23" [id=525, type=get_attr]; +"520 layer_norm_11" [id=520, type="layer_norm"]; +"521 layer_norm_11_0_0_nncf_smooth_quant_0" [id=521, type="call_module"]; +"522 quantize_per_tensor_70" [id=522, type="quantize_per_tensor"]; +"523 dequantize_per_tensor_71" [id=523, type="dequantize_per_tensor"]; +"524 scale_updated_constant23" [id=524, type="get_attr"]; +"525 compressed_weight_updated_constant23" [id=525, type="get_attr"]; "526 mul_tensor_23" [id=526, type=mul]; -"527 zero_point_updated_constant23" [id=527, type=get_attr]; +"527 zero_point_updated_constant23" [id=527, type="get_attr"]; "528 sub_tensor_23" [id=528, type=sub]; "529 linear_22" [id=529, type=linear]; "530 gelu_5" [id=530, type=gelu]; "531 dropout_17" [id=531, type=dropout]; -"532 dropout_17_0_0_nncf_smooth_quant_0" [id=532, type=call_module]; -"533 quantize_per_tensor_default_36" [id=533, type=quantize_per_tensor]; -"534 dequantize_per_tensor_default_36" [id=534, type=dequantize_per_tensor]; -"535 scale_updated_constant24" [id=535, type=get_attr]; -"536 compressed_weight_updated_constant24" [id=536, type=get_attr]; +"532 dropout_17_0_0_nncf_smooth_quant_0" [id=532, type="call_module"]; +"533 quantize_per_tensor_72" [id=533, type="quantize_per_tensor"]; +"534 dequantize_per_tensor_73" [id=534, type="dequantize_per_tensor"]; +"535 scale_updated_constant24" [id=535, type="get_attr"]; +"536 compressed_weight_updated_constant24" [id=536, type="get_attr"]; "537 mul_tensor_24" [id=537, type=mul]; -"538 zero_point_updated_constant24" [id=538, type=get_attr]; +"538 zero_point_updated_constant24" [id=538, type="get_attr"]; "539 sub_tensor_24" [id=539, type=sub]; "540 linear_23" [id=540, type=linear]; "541 dropout_18" [id=541, type=dropout]; "542 add_12" [id=542, type=add]; -"543 layer_norm_12" [id=543, type=layer_norm]; +"543 layer_norm_12" [id=543, type="layer_norm"]; "544 transpose_36" [id=544, type=transpose]; -"545 transpose_36_0_0_nncf_smooth_quant_0" [id=545, type=call_module]; -"546 quantize_per_tensor_default_37" [id=546, type=quantize_per_tensor]; -"547 dequantize_per_tensor_default_37" [id=547, type=dequantize_per_tensor]; -"548 scale_updated_constant25" [id=548, type=get_attr]; -"549 compressed_weight_updated_constant25" [id=549, type=get_attr]; +"545 transpose_36_0_0_nncf_smooth_quant_0" [id=545, type="call_module"]; +"546 quantize_per_tensor_74" [id=546, type="quantize_per_tensor"]; +"547 dequantize_per_tensor_75" [id=547, type="dequantize_per_tensor"]; +"548 scale_updated_constant25" [id=548, type="get_attr"]; +"549 compressed_weight_updated_constant25" [id=549, type="get_attr"]; "550 mul_tensor_25" [id=550, type=mul]; -"551 zero_point_updated_constant25" [id=551, type=get_attr]; +"551 zero_point_updated_constant25" [id=551, type="get_attr"]; "552 sub_tensor_25" [id=552, type=sub]; "553 linear_24" [id=553, type=linear]; "554 unflatten_6" [id=554, type=unflatten]; @@ -558,11 +558,11 @@ strict digraph { "556 transpose_37" [id=556, type=transpose]; "557 squeeze_6" [id=557, type=squeeze]; "558 contiguous_6" [id=558, type=contiguous]; -"559 quantize_per_tensor_default_38" [id=559, type=quantize_per_tensor]; -"560 dequantize_per_tensor_default_38" [id=560, type=dequantize_per_tensor]; +"559 quantize_per_tensor_76" [id=559, type="quantize_per_tensor"]; +"560 dequantize_per_tensor_77" [id=560, type="dequantize_per_tensor"]; "561 select_18" [id=561, type=select]; -"562 quantize_per_tensor_default_39" [id=562, type=quantize_per_tensor]; -"563 dequantize_per_tensor_default_39" [id=563, type=dequantize_per_tensor]; +"562 quantize_per_tensor_78" [id=562, type="quantize_per_tensor"]; +"563 dequantize_per_tensor_79" [id=563, type="dequantize_per_tensor"]; "564 select_19" [id=564, type=select]; "565 select_20" [id=565, type=select]; "566 view_48" [id=566, type=view]; @@ -574,54 +574,54 @@ strict digraph { "572 view_51" [id=572, type=view]; "573 view_52" [id=573, type=view]; "574 view_53" [id=574, type=view]; -"575 scaled_dot_product_attention_6" [id=575, type=scaled_dot_product_attention]; +"575 scaled_dot_product_attention_6" [id=575, type="scaled_dot_product_attention"]; "576 permute_7" [id=576, type=permute]; "577 view_54" [id=577, type=view]; -"578 view_54_0_0_nncf_smooth_quant_0" [id=578, type=call_module]; -"579 quantize_per_tensor_default_40" [id=579, type=quantize_per_tensor]; -"580 dequantize_per_tensor_default_40" [id=580, type=dequantize_per_tensor]; -"581 scale_updated_constant26" [id=581, type=get_attr]; -"582 compressed_weight_updated_constant26" [id=582, type=get_attr]; +"578 view_54_0_0_nncf_smooth_quant_0" [id=578, type="call_module"]; +"579 quantize_per_tensor_80" [id=579, type="quantize_per_tensor"]; +"580 dequantize_per_tensor_81" [id=580, type="dequantize_per_tensor"]; +"581 scale_updated_constant26" [id=581, type="get_attr"]; +"582 compressed_weight_updated_constant26" [id=582, type="get_attr"]; "583 mul_tensor_26" [id=583, type=mul]; -"584 zero_point_updated_constant26" [id=584, type=get_attr]; +"584 zero_point_updated_constant26" [id=584, type="get_attr"]; "585 sub_tensor_26" [id=585, type=sub]; "586 linear_25" [id=586, type=linear]; "587 view_55" [id=587, type=view]; "588 transpose_41" [id=588, type=transpose]; "589 dropout_19" [id=589, type=dropout]; "590 add_13" [id=590, type=add]; -"591 layer_norm_13" [id=591, type=layer_norm]; -"592 layer_norm_13_0_0_nncf_smooth_quant_0" [id=592, type=call_module]; -"593 quantize_per_tensor_default_41" [id=593, type=quantize_per_tensor]; -"594 dequantize_per_tensor_default_41" [id=594, type=dequantize_per_tensor]; -"595 scale_updated_constant27" [id=595, type=get_attr]; -"596 compressed_weight_updated_constant27" [id=596, type=get_attr]; +"591 layer_norm_13" [id=591, type="layer_norm"]; +"592 layer_norm_13_0_0_nncf_smooth_quant_0" [id=592, type="call_module"]; +"593 quantize_per_tensor_82" [id=593, type="quantize_per_tensor"]; +"594 dequantize_per_tensor_83" [id=594, type="dequantize_per_tensor"]; +"595 scale_updated_constant27" [id=595, type="get_attr"]; +"596 compressed_weight_updated_constant27" [id=596, type="get_attr"]; "597 mul_tensor_27" [id=597, type=mul]; -"598 zero_point_updated_constant27" [id=598, type=get_attr]; +"598 zero_point_updated_constant27" [id=598, type="get_attr"]; "599 sub_tensor_27" [id=599, type=sub]; "600 linear_26" [id=600, type=linear]; "601 gelu_6" [id=601, type=gelu]; "602 dropout_20" [id=602, type=dropout]; -"603 dropout_20_0_0_nncf_smooth_quant_0" [id=603, type=call_module]; -"604 quantize_per_tensor_default_42" [id=604, type=quantize_per_tensor]; -"605 dequantize_per_tensor_default_42" [id=605, type=dequantize_per_tensor]; -"606 scale_updated_constant28" [id=606, type=get_attr]; -"607 compressed_weight_updated_constant28" [id=607, type=get_attr]; +"603 dropout_20_0_0_nncf_smooth_quant_0" [id=603, type="call_module"]; +"604 quantize_per_tensor_84" [id=604, type="quantize_per_tensor"]; +"605 dequantize_per_tensor_85" [id=605, type="dequantize_per_tensor"]; +"606 scale_updated_constant28" [id=606, type="get_attr"]; +"607 compressed_weight_updated_constant28" [id=607, type="get_attr"]; "608 mul_tensor_28" [id=608, type=mul]; -"609 zero_point_updated_constant28" [id=609, type=get_attr]; +"609 zero_point_updated_constant28" [id=609, type="get_attr"]; "610 sub_tensor_28" [id=610, type=sub]; "611 linear_27" [id=611, type=linear]; "612 dropout_21" [id=612, type=dropout]; "613 add_14" [id=613, type=add]; -"614 layer_norm_14" [id=614, type=layer_norm]; +"614 layer_norm_14" [id=614, type="layer_norm"]; "615 transpose_42" [id=615, type=transpose]; -"616 transpose_42_0_0_nncf_smooth_quant_0" [id=616, type=call_module]; -"617 quantize_per_tensor_default_43" [id=617, type=quantize_per_tensor]; -"618 dequantize_per_tensor_default_43" [id=618, type=dequantize_per_tensor]; -"619 scale_updated_constant29" [id=619, type=get_attr]; -"620 compressed_weight_updated_constant29" [id=620, type=get_attr]; +"616 transpose_42_0_0_nncf_smooth_quant_0" [id=616, type="call_module"]; +"617 quantize_per_tensor_86" [id=617, type="quantize_per_tensor"]; +"618 dequantize_per_tensor_87" [id=618, type="dequantize_per_tensor"]; +"619 scale_updated_constant29" [id=619, type="get_attr"]; +"620 compressed_weight_updated_constant29" [id=620, type="get_attr"]; "621 mul_tensor_29" [id=621, type=mul]; -"622 zero_point_updated_constant29" [id=622, type=get_attr]; +"622 zero_point_updated_constant29" [id=622, type="get_attr"]; "623 sub_tensor_29" [id=623, type=sub]; "624 linear_28" [id=624, type=linear]; "625 unflatten_7" [id=625, type=unflatten]; @@ -629,11 +629,11 @@ strict digraph { "627 transpose_43" [id=627, type=transpose]; "628 squeeze_7" [id=628, type=squeeze]; "629 contiguous_7" [id=629, type=contiguous]; -"630 quantize_per_tensor_default_44" [id=630, type=quantize_per_tensor]; -"631 dequantize_per_tensor_default_44" [id=631, type=dequantize_per_tensor]; +"630 quantize_per_tensor_88" [id=630, type="quantize_per_tensor"]; +"631 dequantize_per_tensor_89" [id=631, type="dequantize_per_tensor"]; "632 select_21" [id=632, type=select]; -"633 quantize_per_tensor_default_45" [id=633, type=quantize_per_tensor]; -"634 dequantize_per_tensor_default_45" [id=634, type=dequantize_per_tensor]; +"633 quantize_per_tensor_90" [id=633, type="quantize_per_tensor"]; +"634 dequantize_per_tensor_91" [id=634, type="dequantize_per_tensor"]; "635 select_22" [id=635, type=select]; "636 select_23" [id=636, type=select]; "637 view_56" [id=637, type=view]; @@ -645,54 +645,54 @@ strict digraph { "643 view_59" [id=643, type=view]; "644 view_60" [id=644, type=view]; "645 view_61" [id=645, type=view]; -"646 scaled_dot_product_attention_7" [id=646, type=scaled_dot_product_attention]; +"646 scaled_dot_product_attention_7" [id=646, type="scaled_dot_product_attention"]; "647 permute_8" [id=647, type=permute]; "648 view_62" [id=648, type=view]; -"649 view_62_0_0_nncf_smooth_quant_0" [id=649, type=call_module]; -"650 quantize_per_tensor_default_46" [id=650, type=quantize_per_tensor]; -"651 dequantize_per_tensor_default_46" [id=651, type=dequantize_per_tensor]; -"652 scale_updated_constant30" [id=652, type=get_attr]; -"653 compressed_weight_updated_constant30" [id=653, type=get_attr]; +"649 view_62_0_0_nncf_smooth_quant_0" [id=649, type="call_module"]; +"650 quantize_per_tensor_92" [id=650, type="quantize_per_tensor"]; +"651 dequantize_per_tensor_93" [id=651, type="dequantize_per_tensor"]; +"652 scale_updated_constant30" [id=652, type="get_attr"]; +"653 compressed_weight_updated_constant30" [id=653, type="get_attr"]; "654 mul_tensor_30" [id=654, type=mul]; -"655 zero_point_updated_constant30" [id=655, type=get_attr]; +"655 zero_point_updated_constant30" [id=655, type="get_attr"]; "656 sub_tensor_30" [id=656, type=sub]; "657 linear_29" [id=657, type=linear]; "658 view_63" [id=658, type=view]; "659 transpose_47" [id=659, type=transpose]; "660 dropout_22" [id=660, type=dropout]; "661 add_15" [id=661, type=add]; -"662 layer_norm_15" [id=662, type=layer_norm]; -"663 layer_norm_15_0_0_nncf_smooth_quant_0" [id=663, type=call_module]; -"664 quantize_per_tensor_default_47" [id=664, type=quantize_per_tensor]; -"665 dequantize_per_tensor_default_47" [id=665, type=dequantize_per_tensor]; -"666 scale_updated_constant31" [id=666, type=get_attr]; -"667 compressed_weight_updated_constant31" [id=667, type=get_attr]; +"662 layer_norm_15" [id=662, type="layer_norm"]; +"663 layer_norm_15_0_0_nncf_smooth_quant_0" [id=663, type="call_module"]; +"664 quantize_per_tensor_94" [id=664, type="quantize_per_tensor"]; +"665 dequantize_per_tensor_95" [id=665, type="dequantize_per_tensor"]; +"666 scale_updated_constant31" [id=666, type="get_attr"]; +"667 compressed_weight_updated_constant31" [id=667, type="get_attr"]; "668 mul_tensor_31" [id=668, type=mul]; -"669 zero_point_updated_constant31" [id=669, type=get_attr]; +"669 zero_point_updated_constant31" [id=669, type="get_attr"]; "670 sub_tensor_31" [id=670, type=sub]; "671 linear_30" [id=671, type=linear]; "672 gelu_7" [id=672, type=gelu]; "673 dropout_23" [id=673, type=dropout]; -"674 dropout_23_0_0_nncf_smooth_quant_0" [id=674, type=call_module]; -"675 quantize_per_tensor_default_48" [id=675, type=quantize_per_tensor]; -"676 dequantize_per_tensor_default_48" [id=676, type=dequantize_per_tensor]; -"677 scale_updated_constant32" [id=677, type=get_attr]; -"678 compressed_weight_updated_constant32" [id=678, type=get_attr]; +"674 dropout_23_0_0_nncf_smooth_quant_0" [id=674, type="call_module"]; +"675 quantize_per_tensor_96" [id=675, type="quantize_per_tensor"]; +"676 dequantize_per_tensor_97" [id=676, type="dequantize_per_tensor"]; +"677 scale_updated_constant32" [id=677, type="get_attr"]; +"678 compressed_weight_updated_constant32" [id=678, type="get_attr"]; "679 mul_tensor_32" [id=679, type=mul]; -"680 zero_point_updated_constant32" [id=680, type=get_attr]; +"680 zero_point_updated_constant32" [id=680, type="get_attr"]; "681 sub_tensor_32" [id=681, type=sub]; "682 linear_31" [id=682, type=linear]; "683 dropout_24" [id=683, type=dropout]; "684 add_16" [id=684, type=add]; -"685 layer_norm_16" [id=685, type=layer_norm]; +"685 layer_norm_16" [id=685, type="layer_norm"]; "686 transpose_48" [id=686, type=transpose]; -"687 transpose_48_0_0_nncf_smooth_quant_0" [id=687, type=call_module]; -"688 quantize_per_tensor_default_49" [id=688, type=quantize_per_tensor]; -"689 dequantize_per_tensor_default_49" [id=689, type=dequantize_per_tensor]; -"690 scale_updated_constant33" [id=690, type=get_attr]; -"691 compressed_weight_updated_constant33" [id=691, type=get_attr]; +"687 transpose_48_0_0_nncf_smooth_quant_0" [id=687, type="call_module"]; +"688 quantize_per_tensor_98" [id=688, type="quantize_per_tensor"]; +"689 dequantize_per_tensor_99" [id=689, type="dequantize_per_tensor"]; +"690 scale_updated_constant33" [id=690, type="get_attr"]; +"691 compressed_weight_updated_constant33" [id=691, type="get_attr"]; "692 mul_tensor_33" [id=692, type=mul]; -"693 zero_point_updated_constant33" [id=693, type=get_attr]; +"693 zero_point_updated_constant33" [id=693, type="get_attr"]; "694 sub_tensor_33" [id=694, type=sub]; "695 linear_32" [id=695, type=linear]; "696 unflatten_8" [id=696, type=unflatten]; @@ -700,11 +700,11 @@ strict digraph { "698 transpose_49" [id=698, type=transpose]; "699 squeeze_8" [id=699, type=squeeze]; "700 contiguous_8" [id=700, type=contiguous]; -"701 quantize_per_tensor_default_50" [id=701, type=quantize_per_tensor]; -"702 dequantize_per_tensor_default_50" [id=702, type=dequantize_per_tensor]; +"701 quantize_per_tensor_100" [id=701, type="quantize_per_tensor"]; +"702 dequantize_per_tensor_101" [id=702, type="dequantize_per_tensor"]; "703 select_24" [id=703, type=select]; -"704 quantize_per_tensor_default_51" [id=704, type=quantize_per_tensor]; -"705 dequantize_per_tensor_default_51" [id=705, type=dequantize_per_tensor]; +"704 quantize_per_tensor_102" [id=704, type="quantize_per_tensor"]; +"705 dequantize_per_tensor_103" [id=705, type="dequantize_per_tensor"]; "706 select_25" [id=706, type=select]; "707 select_26" [id=707, type=select]; "708 view_64" [id=708, type=view]; @@ -716,54 +716,54 @@ strict digraph { "714 view_67" [id=714, type=view]; "715 view_68" [id=715, type=view]; "716 view_69" [id=716, type=view]; -"717 scaled_dot_product_attention_8" [id=717, type=scaled_dot_product_attention]; +"717 scaled_dot_product_attention_8" [id=717, type="scaled_dot_product_attention"]; "718 permute_9" [id=718, type=permute]; "719 view_70" [id=719, type=view]; -"720 view_70_0_0_nncf_smooth_quant_0" [id=720, type=call_module]; -"721 quantize_per_tensor_default_52" [id=721, type=quantize_per_tensor]; -"722 dequantize_per_tensor_default_52" [id=722, type=dequantize_per_tensor]; -"723 scale_updated_constant34" [id=723, type=get_attr]; -"724 compressed_weight_updated_constant34" [id=724, type=get_attr]; +"720 view_70_0_0_nncf_smooth_quant_0" [id=720, type="call_module"]; +"721 quantize_per_tensor_104" [id=721, type="quantize_per_tensor"]; +"722 dequantize_per_tensor_105" [id=722, type="dequantize_per_tensor"]; +"723 scale_updated_constant34" [id=723, type="get_attr"]; +"724 compressed_weight_updated_constant34" [id=724, type="get_attr"]; "725 mul_tensor_34" [id=725, type=mul]; -"726 zero_point_updated_constant34" [id=726, type=get_attr]; +"726 zero_point_updated_constant34" [id=726, type="get_attr"]; "727 sub_tensor_34" [id=727, type=sub]; "728 linear_33" [id=728, type=linear]; "729 view_71" [id=729, type=view]; "730 transpose_53" [id=730, type=transpose]; "731 dropout_25" [id=731, type=dropout]; "732 add_17" [id=732, type=add]; -"733 layer_norm_17" [id=733, type=layer_norm]; -"734 layer_norm_17_0_0_nncf_smooth_quant_0" [id=734, type=call_module]; -"735 quantize_per_tensor_default_53" [id=735, type=quantize_per_tensor]; -"736 dequantize_per_tensor_default_53" [id=736, type=dequantize_per_tensor]; -"737 scale_updated_constant35" [id=737, type=get_attr]; -"738 compressed_weight_updated_constant35" [id=738, type=get_attr]; +"733 layer_norm_17" [id=733, type="layer_norm"]; +"734 layer_norm_17_0_0_nncf_smooth_quant_0" [id=734, type="call_module"]; +"735 quantize_per_tensor_106" [id=735, type="quantize_per_tensor"]; +"736 dequantize_per_tensor_107" [id=736, type="dequantize_per_tensor"]; +"737 scale_updated_constant35" [id=737, type="get_attr"]; +"738 compressed_weight_updated_constant35" [id=738, type="get_attr"]; "739 mul_tensor_35" [id=739, type=mul]; -"740 zero_point_updated_constant35" [id=740, type=get_attr]; +"740 zero_point_updated_constant35" [id=740, type="get_attr"]; "741 sub_tensor_35" [id=741, type=sub]; "742 linear_34" [id=742, type=linear]; "743 gelu_8" [id=743, type=gelu]; "744 dropout_26" [id=744, type=dropout]; -"745 dropout_26_0_0_nncf_smooth_quant_0" [id=745, type=call_module]; -"746 quantize_per_tensor_default_54" [id=746, type=quantize_per_tensor]; -"747 dequantize_per_tensor_default_54" [id=747, type=dequantize_per_tensor]; -"748 scale_updated_constant36" [id=748, type=get_attr]; -"749 compressed_weight_updated_constant36" [id=749, type=get_attr]; +"745 dropout_26_0_0_nncf_smooth_quant_0" [id=745, type="call_module"]; +"746 quantize_per_tensor_108" [id=746, type="quantize_per_tensor"]; +"747 dequantize_per_tensor_109" [id=747, type="dequantize_per_tensor"]; +"748 scale_updated_constant36" [id=748, type="get_attr"]; +"749 compressed_weight_updated_constant36" [id=749, type="get_attr"]; "750 mul_tensor_36" [id=750, type=mul]; -"751 zero_point_updated_constant36" [id=751, type=get_attr]; +"751 zero_point_updated_constant36" [id=751, type="get_attr"]; "752 sub_tensor_36" [id=752, type=sub]; "753 linear_35" [id=753, type=linear]; "754 dropout_27" [id=754, type=dropout]; "755 add_18" [id=755, type=add]; -"756 layer_norm_18" [id=756, type=layer_norm]; +"756 layer_norm_18" [id=756, type="layer_norm"]; "757 transpose_54" [id=757, type=transpose]; -"758 transpose_54_0_0_nncf_smooth_quant_0" [id=758, type=call_module]; -"759 quantize_per_tensor_default_55" [id=759, type=quantize_per_tensor]; -"760 dequantize_per_tensor_default_55" [id=760, type=dequantize_per_tensor]; -"761 scale_updated_constant37" [id=761, type=get_attr]; -"762 compressed_weight_updated_constant37" [id=762, type=get_attr]; +"758 transpose_54_0_0_nncf_smooth_quant_0" [id=758, type="call_module"]; +"759 quantize_per_tensor_110" [id=759, type="quantize_per_tensor"]; +"760 dequantize_per_tensor_111" [id=760, type="dequantize_per_tensor"]; +"761 scale_updated_constant37" [id=761, type="get_attr"]; +"762 compressed_weight_updated_constant37" [id=762, type="get_attr"]; "763 mul_tensor_37" [id=763, type=mul]; -"764 zero_point_updated_constant37" [id=764, type=get_attr]; +"764 zero_point_updated_constant37" [id=764, type="get_attr"]; "765 sub_tensor_37" [id=765, type=sub]; "766 linear_36" [id=766, type=linear]; "767 unflatten_9" [id=767, type=unflatten]; @@ -771,11 +771,11 @@ strict digraph { "769 transpose_55" [id=769, type=transpose]; "770 squeeze_9" [id=770, type=squeeze]; "771 contiguous_9" [id=771, type=contiguous]; -"772 quantize_per_tensor_default_56" [id=772, type=quantize_per_tensor]; -"773 dequantize_per_tensor_default_56" [id=773, type=dequantize_per_tensor]; +"772 quantize_per_tensor_112" [id=772, type="quantize_per_tensor"]; +"773 dequantize_per_tensor_113" [id=773, type="dequantize_per_tensor"]; "774 select_27" [id=774, type=select]; -"775 quantize_per_tensor_default_57" [id=775, type=quantize_per_tensor]; -"776 dequantize_per_tensor_default_57" [id=776, type=dequantize_per_tensor]; +"775 quantize_per_tensor_114" [id=775, type="quantize_per_tensor"]; +"776 dequantize_per_tensor_115" [id=776, type="dequantize_per_tensor"]; "777 select_28" [id=777, type=select]; "778 select_29" [id=778, type=select]; "779 view_72" [id=779, type=view]; @@ -787,54 +787,54 @@ strict digraph { "785 view_75" [id=785, type=view]; "786 view_76" [id=786, type=view]; "787 view_77" [id=787, type=view]; -"788 scaled_dot_product_attention_9" [id=788, type=scaled_dot_product_attention]; +"788 scaled_dot_product_attention_9" [id=788, type="scaled_dot_product_attention"]; "789 permute_10" [id=789, type=permute]; "790 view_78" [id=790, type=view]; -"791 view_78_0_0_nncf_smooth_quant_0" [id=791, type=call_module]; -"792 quantize_per_tensor_default_58" [id=792, type=quantize_per_tensor]; -"793 dequantize_per_tensor_default_58" [id=793, type=dequantize_per_tensor]; -"794 scale_updated_constant38" [id=794, type=get_attr]; -"795 compressed_weight_updated_constant38" [id=795, type=get_attr]; +"791 view_78_0_0_nncf_smooth_quant_0" [id=791, type="call_module"]; +"792 quantize_per_tensor_116" [id=792, type="quantize_per_tensor"]; +"793 dequantize_per_tensor_117" [id=793, type="dequantize_per_tensor"]; +"794 scale_updated_constant38" [id=794, type="get_attr"]; +"795 compressed_weight_updated_constant38" [id=795, type="get_attr"]; "796 mul_tensor_38" [id=796, type=mul]; -"797 zero_point_updated_constant38" [id=797, type=get_attr]; +"797 zero_point_updated_constant38" [id=797, type="get_attr"]; "798 sub_tensor_38" [id=798, type=sub]; "799 linear_37" [id=799, type=linear]; "800 view_79" [id=800, type=view]; "801 transpose_59" [id=801, type=transpose]; "802 dropout_28" [id=802, type=dropout]; "803 add_19" [id=803, type=add]; -"804 layer_norm_19" [id=804, type=layer_norm]; -"805 layer_norm_19_0_0_nncf_smooth_quant_0" [id=805, type=call_module]; -"806 quantize_per_tensor_default_59" [id=806, type=quantize_per_tensor]; -"807 dequantize_per_tensor_default_59" [id=807, type=dequantize_per_tensor]; -"808 scale_updated_constant39" [id=808, type=get_attr]; -"809 compressed_weight_updated_constant39" [id=809, type=get_attr]; +"804 layer_norm_19" [id=804, type="layer_norm"]; +"805 layer_norm_19_0_0_nncf_smooth_quant_0" [id=805, type="call_module"]; +"806 quantize_per_tensor_118" [id=806, type="quantize_per_tensor"]; +"807 dequantize_per_tensor_119" [id=807, type="dequantize_per_tensor"]; +"808 scale_updated_constant39" [id=808, type="get_attr"]; +"809 compressed_weight_updated_constant39" [id=809, type="get_attr"]; "810 mul_tensor_39" [id=810, type=mul]; -"811 zero_point_updated_constant39" [id=811, type=get_attr]; +"811 zero_point_updated_constant39" [id=811, type="get_attr"]; "812 sub_tensor_39" [id=812, type=sub]; "813 linear_38" [id=813, type=linear]; "814 gelu_9" [id=814, type=gelu]; "815 dropout_29" [id=815, type=dropout]; -"816 dropout_29_0_0_nncf_smooth_quant_0" [id=816, type=call_module]; -"817 quantize_per_tensor_default_60" [id=817, type=quantize_per_tensor]; -"818 dequantize_per_tensor_default_60" [id=818, type=dequantize_per_tensor]; -"819 scale_updated_constant40" [id=819, type=get_attr]; -"820 compressed_weight_updated_constant40" [id=820, type=get_attr]; +"816 dropout_29_0_0_nncf_smooth_quant_0" [id=816, type="call_module"]; +"817 quantize_per_tensor_120" [id=817, type="quantize_per_tensor"]; +"818 dequantize_per_tensor_121" [id=818, type="dequantize_per_tensor"]; +"819 scale_updated_constant40" [id=819, type="get_attr"]; +"820 compressed_weight_updated_constant40" [id=820, type="get_attr"]; "821 mul_tensor_40" [id=821, type=mul]; -"822 zero_point_updated_constant40" [id=822, type=get_attr]; +"822 zero_point_updated_constant40" [id=822, type="get_attr"]; "823 sub_tensor_40" [id=823, type=sub]; "824 linear_39" [id=824, type=linear]; "825 dropout_30" [id=825, type=dropout]; "826 add_20" [id=826, type=add]; -"827 layer_norm_20" [id=827, type=layer_norm]; +"827 layer_norm_20" [id=827, type="layer_norm"]; "828 transpose_60" [id=828, type=transpose]; -"829 transpose_60_0_0_nncf_smooth_quant_0" [id=829, type=call_module]; -"830 quantize_per_tensor_default_61" [id=830, type=quantize_per_tensor]; -"831 dequantize_per_tensor_default_61" [id=831, type=dequantize_per_tensor]; -"832 scale_updated_constant41" [id=832, type=get_attr]; -"833 compressed_weight_updated_constant41" [id=833, type=get_attr]; +"829 transpose_60_0_0_nncf_smooth_quant_0" [id=829, type="call_module"]; +"830 quantize_per_tensor_122" [id=830, type="quantize_per_tensor"]; +"831 dequantize_per_tensor_123" [id=831, type="dequantize_per_tensor"]; +"832 scale_updated_constant41" [id=832, type="get_attr"]; +"833 compressed_weight_updated_constant41" [id=833, type="get_attr"]; "834 mul_tensor_41" [id=834, type=mul]; -"835 zero_point_updated_constant41" [id=835, type=get_attr]; +"835 zero_point_updated_constant41" [id=835, type="get_attr"]; "836 sub_tensor_41" [id=836, type=sub]; "837 linear_40" [id=837, type=linear]; "838 unflatten_10" [id=838, type=unflatten]; @@ -842,11 +842,11 @@ strict digraph { "840 transpose_61" [id=840, type=transpose]; "841 squeeze_10" [id=841, type=squeeze]; "842 contiguous_10" [id=842, type=contiguous]; -"843 quantize_per_tensor_default_62" [id=843, type=quantize_per_tensor]; -"844 dequantize_per_tensor_default_62" [id=844, type=dequantize_per_tensor]; +"843 quantize_per_tensor_124" [id=843, type="quantize_per_tensor"]; +"844 dequantize_per_tensor_125" [id=844, type="dequantize_per_tensor"]; "845 select_30" [id=845, type=select]; -"846 quantize_per_tensor_default_63" [id=846, type=quantize_per_tensor]; -"847 dequantize_per_tensor_default_63" [id=847, type=dequantize_per_tensor]; +"846 quantize_per_tensor_126" [id=846, type="quantize_per_tensor"]; +"847 dequantize_per_tensor_127" [id=847, type="dequantize_per_tensor"]; "848 select_31" [id=848, type=select]; "849 select_32" [id=849, type=select]; "850 view_80" [id=850, type=view]; @@ -858,54 +858,54 @@ strict digraph { "856 view_83" [id=856, type=view]; "857 view_84" [id=857, type=view]; "858 view_85" [id=858, type=view]; -"859 scaled_dot_product_attention_10" [id=859, type=scaled_dot_product_attention]; +"859 scaled_dot_product_attention_10" [id=859, type="scaled_dot_product_attention"]; "860 permute_11" [id=860, type=permute]; "861 view_86" [id=861, type=view]; -"862 view_86_0_0_nncf_smooth_quant_0" [id=862, type=call_module]; -"863 quantize_per_tensor_default_64" [id=863, type=quantize_per_tensor]; -"864 dequantize_per_tensor_default_64" [id=864, type=dequantize_per_tensor]; -"865 scale_updated_constant42" [id=865, type=get_attr]; -"866 compressed_weight_updated_constant42" [id=866, type=get_attr]; +"862 view_86_0_0_nncf_smooth_quant_0" [id=862, type="call_module"]; +"863 quantize_per_tensor_128" [id=863, type="quantize_per_tensor"]; +"864 dequantize_per_tensor_129" [id=864, type="dequantize_per_tensor"]; +"865 scale_updated_constant42" [id=865, type="get_attr"]; +"866 compressed_weight_updated_constant42" [id=866, type="get_attr"]; "867 mul_tensor_42" [id=867, type=mul]; -"868 zero_point_updated_constant42" [id=868, type=get_attr]; +"868 zero_point_updated_constant42" [id=868, type="get_attr"]; "869 sub_tensor_42" [id=869, type=sub]; "870 linear_41" [id=870, type=linear]; "871 view_87" [id=871, type=view]; "872 transpose_65" [id=872, type=transpose]; "873 dropout_31" [id=873, type=dropout]; "874 add_21" [id=874, type=add]; -"875 layer_norm_21" [id=875, type=layer_norm]; -"876 layer_norm_21_0_0_nncf_smooth_quant_0" [id=876, type=call_module]; -"877 quantize_per_tensor_default_65" [id=877, type=quantize_per_tensor]; -"878 dequantize_per_tensor_default_65" [id=878, type=dequantize_per_tensor]; -"879 scale_updated_constant43" [id=879, type=get_attr]; -"880 compressed_weight_updated_constant43" [id=880, type=get_attr]; +"875 layer_norm_21" [id=875, type="layer_norm"]; +"876 layer_norm_21_0_0_nncf_smooth_quant_0" [id=876, type="call_module"]; +"877 quantize_per_tensor_130" [id=877, type="quantize_per_tensor"]; +"878 dequantize_per_tensor_131" [id=878, type="dequantize_per_tensor"]; +"879 scale_updated_constant43" [id=879, type="get_attr"]; +"880 compressed_weight_updated_constant43" [id=880, type="get_attr"]; "881 mul_tensor_43" [id=881, type=mul]; -"882 zero_point_updated_constant43" [id=882, type=get_attr]; +"882 zero_point_updated_constant43" [id=882, type="get_attr"]; "883 sub_tensor_43" [id=883, type=sub]; "884 linear_42" [id=884, type=linear]; "885 gelu_10" [id=885, type=gelu]; "886 dropout_32" [id=886, type=dropout]; -"887 dropout_32_0_0_nncf_smooth_quant_0" [id=887, type=call_module]; -"888 quantize_per_tensor_default_66" [id=888, type=quantize_per_tensor]; -"889 dequantize_per_tensor_default_66" [id=889, type=dequantize_per_tensor]; -"890 scale_updated_constant44" [id=890, type=get_attr]; -"891 compressed_weight_updated_constant44" [id=891, type=get_attr]; +"887 dropout_32_0_0_nncf_smooth_quant_0" [id=887, type="call_module"]; +"888 quantize_per_tensor_132" [id=888, type="quantize_per_tensor"]; +"889 dequantize_per_tensor_133" [id=889, type="dequantize_per_tensor"]; +"890 scale_updated_constant44" [id=890, type="get_attr"]; +"891 compressed_weight_updated_constant44" [id=891, type="get_attr"]; "892 mul_tensor_44" [id=892, type=mul]; -"893 zero_point_updated_constant44" [id=893, type=get_attr]; +"893 zero_point_updated_constant44" [id=893, type="get_attr"]; "894 sub_tensor_44" [id=894, type=sub]; "895 linear_43" [id=895, type=linear]; "896 dropout_33" [id=896, type=dropout]; "897 add_22" [id=897, type=add]; -"898 layer_norm_22" [id=898, type=layer_norm]; +"898 layer_norm_22" [id=898, type="layer_norm"]; "899 transpose_66" [id=899, type=transpose]; -"900 transpose_66_0_0_nncf_smooth_quant_0" [id=900, type=call_module]; -"901 quantize_per_tensor_default_67" [id=901, type=quantize_per_tensor]; -"902 dequantize_per_tensor_default_67" [id=902, type=dequantize_per_tensor]; -"903 scale_updated_constant45" [id=903, type=get_attr]; -"904 compressed_weight_updated_constant45" [id=904, type=get_attr]; +"900 transpose_66_0_0_nncf_smooth_quant_0" [id=900, type="call_module"]; +"901 quantize_per_tensor_134" [id=901, type="quantize_per_tensor"]; +"902 dequantize_per_tensor_135" [id=902, type="dequantize_per_tensor"]; +"903 scale_updated_constant45" [id=903, type="get_attr"]; +"904 compressed_weight_updated_constant45" [id=904, type="get_attr"]; "905 mul_tensor_45" [id=905, type=mul]; -"906 zero_point_updated_constant45" [id=906, type=get_attr]; +"906 zero_point_updated_constant45" [id=906, type="get_attr"]; "907 sub_tensor_45" [id=907, type=sub]; "908 linear_44" [id=908, type=linear]; "909 unflatten_11" [id=909, type=unflatten]; @@ -913,11 +913,11 @@ strict digraph { "911 transpose_67" [id=911, type=transpose]; "912 squeeze_11" [id=912, type=squeeze]; "913 contiguous_11" [id=913, type=contiguous]; -"914 quantize_per_tensor_default_68" [id=914, type=quantize_per_tensor]; -"915 dequantize_per_tensor_default_68" [id=915, type=dequantize_per_tensor]; +"914 quantize_per_tensor_136" [id=914, type="quantize_per_tensor"]; +"915 dequantize_per_tensor_137" [id=915, type="dequantize_per_tensor"]; "916 select_33" [id=916, type=select]; -"917 quantize_per_tensor_default_69" [id=917, type=quantize_per_tensor]; -"918 dequantize_per_tensor_default_69" [id=918, type=dequantize_per_tensor]; +"917 quantize_per_tensor_138" [id=917, type="quantize_per_tensor"]; +"918 dequantize_per_tensor_139" [id=918, type="dequantize_per_tensor"]; "919 select_34" [id=919, type=select]; "920 select_35" [id=920, type=select]; "921 view_88" [id=921, type=view]; @@ -929,1085 +929,1085 @@ strict digraph { "927 view_91" [id=927, type=view]; "928 view_92" [id=928, type=view]; "929 view_93" [id=929, type=view]; -"930 scaled_dot_product_attention_11" [id=930, type=scaled_dot_product_attention]; +"930 scaled_dot_product_attention_11" [id=930, type="scaled_dot_product_attention"]; "931 permute_12" [id=931, type=permute]; "932 view_94" [id=932, type=view]; -"933 view_94_0_0_nncf_smooth_quant_0" [id=933, type=call_module]; -"934 quantize_per_tensor_default_70" [id=934, type=quantize_per_tensor]; -"935 dequantize_per_tensor_default_70" [id=935, type=dequantize_per_tensor]; -"936 scale_updated_constant46" [id=936, type=get_attr]; -"937 compressed_weight_updated_constant46" [id=937, type=get_attr]; +"933 view_94_0_0_nncf_smooth_quant_0" [id=933, type="call_module"]; +"934 quantize_per_tensor_140" [id=934, type="quantize_per_tensor"]; +"935 dequantize_per_tensor_141" [id=935, type="dequantize_per_tensor"]; +"936 scale_updated_constant46" [id=936, type="get_attr"]; +"937 compressed_weight_updated_constant46" [id=937, type="get_attr"]; "938 mul_tensor_46" [id=938, type=mul]; -"939 zero_point_updated_constant46" [id=939, type=get_attr]; +"939 zero_point_updated_constant46" [id=939, type="get_attr"]; "940 sub_tensor_46" [id=940, type=sub]; "941 linear_45" [id=941, type=linear]; "942 view_95" [id=942, type=view]; "943 transpose_71" [id=943, type=transpose]; "944 dropout_34" [id=944, type=dropout]; "945 add_23" [id=945, type=add]; -"946 layer_norm_23" [id=946, type=layer_norm]; -"947 layer_norm_23_0_0_nncf_smooth_quant_0" [id=947, type=call_module]; -"948 quantize_per_tensor_default_71" [id=948, type=quantize_per_tensor]; -"949 dequantize_per_tensor_default_71" [id=949, type=dequantize_per_tensor]; -"950 scale_updated_constant47" [id=950, type=get_attr]; -"951 compressed_weight_updated_constant47" [id=951, type=get_attr]; +"946 layer_norm_23" [id=946, type="layer_norm"]; +"947 layer_norm_23_0_0_nncf_smooth_quant_0" [id=947, type="call_module"]; +"948 quantize_per_tensor_142" [id=948, type="quantize_per_tensor"]; +"949 dequantize_per_tensor_143" [id=949, type="dequantize_per_tensor"]; +"950 scale_updated_constant47" [id=950, type="get_attr"]; +"951 compressed_weight_updated_constant47" [id=951, type="get_attr"]; "952 mul_tensor_47" [id=952, type=mul]; -"953 zero_point_updated_constant47" [id=953, type=get_attr]; +"953 zero_point_updated_constant47" [id=953, type="get_attr"]; "954 sub_tensor_47" [id=954, type=sub]; "955 linear_46" [id=955, type=linear]; "956 gelu_11" [id=956, type=gelu]; "957 dropout_35" [id=957, type=dropout]; -"958 dropout_35_0_0_nncf_smooth_quant_0" [id=958, type=call_module]; -"959 quantize_per_tensor_default_72" [id=959, type=quantize_per_tensor]; -"960 dequantize_per_tensor_default_72" [id=960, type=dequantize_per_tensor]; -"961 scale_updated_constant48" [id=961, type=get_attr]; -"962 compressed_weight_updated_constant48" [id=962, type=get_attr]; +"958 dropout_35_0_0_nncf_smooth_quant_0" [id=958, type="call_module"]; +"959 quantize_per_tensor_144" [id=959, type="quantize_per_tensor"]; +"960 dequantize_per_tensor_145" [id=960, type="dequantize_per_tensor"]; +"961 scale_updated_constant48" [id=961, type="get_attr"]; +"962 compressed_weight_updated_constant48" [id=962, type="get_attr"]; "963 mul_tensor_48" [id=963, type=mul]; -"964 zero_point_updated_constant48" [id=964, type=get_attr]; +"964 zero_point_updated_constant48" [id=964, type="get_attr"]; "965 sub_tensor_48" [id=965, type=sub]; "966 linear_47" [id=966, type=linear]; "967 dropout_36" [id=967, type=dropout]; "968 add_24" [id=968, type=add]; -"969 layer_norm_24" [id=969, type=layer_norm]; +"969 layer_norm_24" [id=969, type="layer_norm"]; "970 slice_1" [id=970, type=slice]; "971 select_36" [id=971, type=select]; -"972 select_36_0_0_nncf_smooth_quant_0" [id=972, type=call_module]; -"973 quantize_per_tensor_default_73" [id=973, type=quantize_per_tensor]; -"974 dequantize_per_tensor_default_73" [id=974, type=dequantize_per_tensor]; -"975 scale_updated_constant49" [id=975, type=get_attr]; -"976 compressed_weight_updated_constant49" [id=976, type=get_attr]; +"972 select_36_0_0_nncf_smooth_quant_0" [id=972, type="call_module"]; +"973 quantize_per_tensor_146" [id=973, type="quantize_per_tensor"]; +"974 dequantize_per_tensor_147" [id=974, type="dequantize_per_tensor"]; +"975 scale_updated_constant49" [id=975, type="get_attr"]; +"976 compressed_weight_updated_constant49" [id=976, type="get_attr"]; "977 mul_tensor_49" [id=977, type=mul]; -"978 zero_point_updated_constant49" [id=978, type=get_attr]; +"978 zero_point_updated_constant49" [id=978, type="get_attr"]; "979 sub_tensor_49" [id=979, type=sub]; "980 linear_48" [id=980, type=linear]; "981 output" [id=981, type=output]; -"0 class_token" -> "113 expand" [label="(1, 1, 768)", style=solid]; -"1 encoder_pos_embedding" -> "115 add" [label="(1, 197, 768)", style=solid]; -"2 conv_proj_bias" -> "110 conv2d" [label="(768,)", style=solid]; -"3 encoder_layers_encoder_layer_0_ln_1_weight" -> "117 layer_norm" [label="(768,)", style=solid]; -"4 encoder_layers_encoder_layer_0_ln_1_bias" -> "117 layer_norm" [label="(768,)", style=solid]; -"5 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" -> "127 linear" [label="(2304,)", style=solid]; -"6 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" -> "160 linear_1" [label="(768,)", style=solid]; -"7 encoder_layers_encoder_layer_0_ln_2_weight" -> "165 layer_norm_1" [label="(768,)", style=solid]; -"8 encoder_layers_encoder_layer_0_ln_2_bias" -> "165 layer_norm_1" [label="(768,)", style=solid]; -"9 encoder_layers_encoder_layer_0_mlp_0_bias" -> "174 linear_2" [label="(3072,)", style=solid]; -"10 encoder_layers_encoder_layer_0_mlp_3_bias" -> "185 linear_3" [label="(768,)", style=solid]; -"11 encoder_layers_encoder_layer_1_ln_1_weight" -> "188 layer_norm_2" [label="(768,)", style=solid]; -"12 encoder_layers_encoder_layer_1_ln_1_bias" -> "188 layer_norm_2" [label="(768,)", style=solid]; -"13 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" -> "198 linear_4" [label="(2304,)", style=solid]; -"14 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" -> "231 linear_5" [label="(768,)", style=solid]; -"15 encoder_layers_encoder_layer_1_ln_2_weight" -> "236 layer_norm_3" [label="(768,)", style=solid]; -"16 encoder_layers_encoder_layer_1_ln_2_bias" -> "236 layer_norm_3" [label="(768,)", style=solid]; -"17 encoder_layers_encoder_layer_1_mlp_0_bias" -> "245 linear_6" [label="(3072,)", style=solid]; -"18 encoder_layers_encoder_layer_1_mlp_3_bias" -> "256 linear_7" [label="(768,)", style=solid]; -"19 encoder_layers_encoder_layer_2_ln_1_weight" -> "259 layer_norm_4" [label="(768,)", style=solid]; -"20 encoder_layers_encoder_layer_2_ln_1_bias" -> "259 layer_norm_4" [label="(768,)", style=solid]; -"21 encoder_layers_encoder_layer_2_self_attention_in_proj_bias" -> "269 linear_8" [label="(2304,)", style=solid]; -"22 encoder_layers_encoder_layer_2_self_attention_out_proj_bias" -> "302 linear_9" [label="(768,)", style=solid]; -"23 encoder_layers_encoder_layer_2_ln_2_weight" -> "307 layer_norm_5" [label="(768,)", style=solid]; -"24 encoder_layers_encoder_layer_2_ln_2_bias" -> "307 layer_norm_5" [label="(768,)", style=solid]; -"25 encoder_layers_encoder_layer_2_mlp_0_bias" -> "316 linear_10" [label="(3072,)", style=solid]; -"26 encoder_layers_encoder_layer_2_mlp_3_bias" -> "327 linear_11" [label="(768,)", style=solid]; -"27 encoder_layers_encoder_layer_3_ln_1_weight" -> "330 layer_norm_6" [label="(768,)", style=solid]; -"28 encoder_layers_encoder_layer_3_ln_1_bias" -> "330 layer_norm_6" [label="(768,)", style=solid]; -"29 encoder_layers_encoder_layer_3_self_attention_in_proj_bias" -> "340 linear_12" [label="(2304,)", style=solid]; -"30 encoder_layers_encoder_layer_3_self_attention_out_proj_bias" -> "373 linear_13" [label="(768,)", style=solid]; -"31 encoder_layers_encoder_layer_3_ln_2_weight" -> "378 layer_norm_7" [label="(768,)", style=solid]; -"32 encoder_layers_encoder_layer_3_ln_2_bias" -> "378 layer_norm_7" [label="(768,)", style=solid]; -"33 encoder_layers_encoder_layer_3_mlp_0_bias" -> "387 linear_14" [label="(3072,)", style=solid]; -"34 encoder_layers_encoder_layer_3_mlp_3_bias" -> "398 linear_15" [label="(768,)", style=solid]; -"35 encoder_layers_encoder_layer_4_ln_1_weight" -> "401 layer_norm_8" [label="(768,)", style=solid]; -"36 encoder_layers_encoder_layer_4_ln_1_bias" -> "401 layer_norm_8" [label="(768,)", style=solid]; -"37 encoder_layers_encoder_layer_4_self_attention_in_proj_bias" -> "411 linear_16" [label="(2304,)", style=solid]; -"38 encoder_layers_encoder_layer_4_self_attention_out_proj_bias" -> "444 linear_17" [label="(768,)", style=solid]; -"39 encoder_layers_encoder_layer_4_ln_2_weight" -> "449 layer_norm_9" [label="(768,)", style=solid]; -"40 encoder_layers_encoder_layer_4_ln_2_bias" -> "449 layer_norm_9" [label="(768,)", style=solid]; -"41 encoder_layers_encoder_layer_4_mlp_0_bias" -> "458 linear_18" [label="(3072,)", style=solid]; -"42 encoder_layers_encoder_layer_4_mlp_3_bias" -> "469 linear_19" [label="(768,)", style=solid]; -"43 encoder_layers_encoder_layer_5_ln_1_weight" -> "472 layer_norm_10" [label="(768,)", style=solid]; -"44 encoder_layers_encoder_layer_5_ln_1_bias" -> "472 layer_norm_10" [label="(768,)", style=solid]; -"45 encoder_layers_encoder_layer_5_self_attention_in_proj_bias" -> "482 linear_20" [label="(2304,)", style=solid]; -"46 encoder_layers_encoder_layer_5_self_attention_out_proj_bias" -> "515 linear_21" [label="(768,)", style=solid]; -"47 encoder_layers_encoder_layer_5_ln_2_weight" -> "520 layer_norm_11" [label="(768,)", style=solid]; -"48 encoder_layers_encoder_layer_5_ln_2_bias" -> "520 layer_norm_11" [label="(768,)", style=solid]; -"49 encoder_layers_encoder_layer_5_mlp_0_bias" -> "529 linear_22" [label="(3072,)", style=solid]; -"50 encoder_layers_encoder_layer_5_mlp_3_bias" -> "540 linear_23" [label="(768,)", style=solid]; -"51 encoder_layers_encoder_layer_6_ln_1_weight" -> "543 layer_norm_12" [label="(768,)", style=solid]; -"52 encoder_layers_encoder_layer_6_ln_1_bias" -> "543 layer_norm_12" [label="(768,)", style=solid]; -"53 encoder_layers_encoder_layer_6_self_attention_in_proj_bias" -> "553 linear_24" [label="(2304,)", style=solid]; -"54 encoder_layers_encoder_layer_6_self_attention_out_proj_bias" -> "586 linear_25" [label="(768,)", style=solid]; -"55 encoder_layers_encoder_layer_6_ln_2_weight" -> "591 layer_norm_13" [label="(768,)", style=solid]; -"56 encoder_layers_encoder_layer_6_ln_2_bias" -> "591 layer_norm_13" [label="(768,)", style=solid]; -"57 encoder_layers_encoder_layer_6_mlp_0_bias" -> "600 linear_26" [label="(3072,)", style=solid]; -"58 encoder_layers_encoder_layer_6_mlp_3_bias" -> "611 linear_27" [label="(768,)", style=solid]; -"59 encoder_layers_encoder_layer_7_ln_1_weight" -> "614 layer_norm_14" [label="(768,)", style=solid]; -"60 encoder_layers_encoder_layer_7_ln_1_bias" -> "614 layer_norm_14" [label="(768,)", style=solid]; -"61 encoder_layers_encoder_layer_7_self_attention_in_proj_bias" -> "624 linear_28" [label="(2304,)", style=solid]; -"62 encoder_layers_encoder_layer_7_self_attention_out_proj_bias" -> "657 linear_29" [label="(768,)", style=solid]; -"63 encoder_layers_encoder_layer_7_ln_2_weight" -> "662 layer_norm_15" [label="(768,)", style=solid]; -"64 encoder_layers_encoder_layer_7_ln_2_bias" -> "662 layer_norm_15" [label="(768,)", style=solid]; -"65 encoder_layers_encoder_layer_7_mlp_0_bias" -> "671 linear_30" [label="(3072,)", style=solid]; -"66 encoder_layers_encoder_layer_7_mlp_3_bias" -> "682 linear_31" [label="(768,)", style=solid]; -"67 encoder_layers_encoder_layer_8_ln_1_weight" -> "685 layer_norm_16" [label="(768,)", style=solid]; -"68 encoder_layers_encoder_layer_8_ln_1_bias" -> "685 layer_norm_16" [label="(768,)", style=solid]; -"69 encoder_layers_encoder_layer_8_self_attention_in_proj_bias" -> "695 linear_32" [label="(2304,)", style=solid]; -"70 encoder_layers_encoder_layer_8_self_attention_out_proj_bias" -> "728 linear_33" [label="(768,)", style=solid]; -"71 encoder_layers_encoder_layer_8_ln_2_weight" -> "733 layer_norm_17" [label="(768,)", style=solid]; -"72 encoder_layers_encoder_layer_8_ln_2_bias" -> "733 layer_norm_17" [label="(768,)", style=solid]; -"73 encoder_layers_encoder_layer_8_mlp_0_bias" -> "742 linear_34" [label="(3072,)", style=solid]; -"74 encoder_layers_encoder_layer_8_mlp_3_bias" -> "753 linear_35" [label="(768,)", style=solid]; -"75 encoder_layers_encoder_layer_9_ln_1_weight" -> "756 layer_norm_18" [label="(768,)", style=solid]; -"76 encoder_layers_encoder_layer_9_ln_1_bias" -> "756 layer_norm_18" [label="(768,)", style=solid]; -"77 encoder_layers_encoder_layer_9_self_attention_in_proj_bias" -> "766 linear_36" [label="(2304,)", style=solid]; -"78 encoder_layers_encoder_layer_9_self_attention_out_proj_bias" -> "799 linear_37" [label="(768,)", style=solid]; -"79 encoder_layers_encoder_layer_9_ln_2_weight" -> "804 layer_norm_19" [label="(768,)", style=solid]; -"80 encoder_layers_encoder_layer_9_ln_2_bias" -> "804 layer_norm_19" [label="(768,)", style=solid]; -"81 encoder_layers_encoder_layer_9_mlp_0_bias" -> "813 linear_38" [label="(3072,)", style=solid]; -"82 encoder_layers_encoder_layer_9_mlp_3_bias" -> "824 linear_39" [label="(768,)", style=solid]; -"83 encoder_layers_encoder_layer_10_ln_1_weight" -> "827 layer_norm_20" [label="(768,)", style=solid]; -"84 encoder_layers_encoder_layer_10_ln_1_bias" -> "827 layer_norm_20" [label="(768,)", style=solid]; -"85 encoder_layers_encoder_layer_10_self_attention_in_proj_bias" -> "837 linear_40" [label="(2304,)", style=solid]; -"86 encoder_layers_encoder_layer_10_self_attention_out_proj_bias" -> "870 linear_41" [label="(768,)", style=solid]; -"87 encoder_layers_encoder_layer_10_ln_2_weight" -> "875 layer_norm_21" [label="(768,)", style=solid]; -"88 encoder_layers_encoder_layer_10_ln_2_bias" -> "875 layer_norm_21" [label="(768,)", style=solid]; -"89 encoder_layers_encoder_layer_10_mlp_0_bias" -> "884 linear_42" [label="(3072,)", style=solid]; -"90 encoder_layers_encoder_layer_10_mlp_3_bias" -> "895 linear_43" [label="(768,)", style=solid]; -"91 encoder_layers_encoder_layer_11_ln_1_weight" -> "898 layer_norm_22" [label="(768,)", style=solid]; -"92 encoder_layers_encoder_layer_11_ln_1_bias" -> "898 layer_norm_22" [label="(768,)", style=solid]; -"93 encoder_layers_encoder_layer_11_self_attention_in_proj_bias" -> "908 linear_44" [label="(2304,)", style=solid]; -"94 encoder_layers_encoder_layer_11_self_attention_out_proj_bias" -> "941 linear_45" [label="(768,)", style=solid]; -"95 encoder_layers_encoder_layer_11_ln_2_weight" -> "946 layer_norm_23" [label="(768,)", style=solid]; -"96 encoder_layers_encoder_layer_11_ln_2_bias" -> "946 layer_norm_23" [label="(768,)", style=solid]; -"97 encoder_layers_encoder_layer_11_mlp_0_bias" -> "955 linear_46" [label="(3072,)", style=solid]; -"98 encoder_layers_encoder_layer_11_mlp_3_bias" -> "966 linear_47" [label="(768,)", style=solid]; -"99 encoder_ln_weight" -> "969 layer_norm_24" [label="(768,)", style=solid]; -"100 encoder_ln_bias" -> "969 layer_norm_24" [label="(768,)", style=solid]; -"101 heads_head_bias" -> "980 linear_48" [label="(1000,)", style=solid]; -"102 x" -> "103 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; -"103 quantize_per_tensor_default" -> "104 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; -"104 dequantize_per_tensor_default" -> "110 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"105 scale_updated_constant0" -> "107 mul_tensor" [label="(768, 1, 1, 1)", style=solid]; -"106 compressed_weight_updated_constant0" -> "107 mul_tensor" [label="(768, 3, 16, 16)", style=solid]; -"107 mul_tensor" -> "109 sub_tensor" [label="(768, 3, 16, 16)", style=solid]; -"108 zero_point_updated_constant0" -> "109 sub_tensor" [label="(768, 1, 1, 1)", style=solid]; -"109 sub_tensor" -> "110 conv2d" [label="(768, 3, 16, 16)", style=solid]; -"110 conv2d" -> "111 reshape" [label="(1, 768, 14, 14)", style=solid]; -"111 reshape" -> "112 permute" [label="(1, 768, 196)", style=solid]; -"112 permute" -> "114 cat" [label="(1, 196, 768)", style=solid]; -"113 expand" -> "114 cat" [label="(1, 1, 768)", style=solid]; -"114 cat" -> "115 add" [label="(1, 197, 768)", style=solid]; -"115 add" -> "116 dropout" [label="(1, 197, 768)", style=solid]; -"116 dropout" -> "117 layer_norm" [label="(1, 197, 768)", style=solid]; -"116 dropout" -> "164 add_1" [label="(1, 197, 768)", style=solid]; -"117 layer_norm" -> "118 transpose" [label="(1, 197, 768)", style=solid]; -"118 transpose" -> "119 transpose_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"119 transpose_0_0_nncf_smooth_quant_0" -> "120 quantize_per_tensor_default_1" [label="(197, 1, 768)", style=solid]; -"120 quantize_per_tensor_default_1" -> "121 dequantize_per_tensor_default_1" [label="(197, 1, 768)", style=solid]; -"121 dequantize_per_tensor_default_1" -> "127 linear" [label="(197, 1, 768)", style=solid]; -"122 scale_updated_constant1" -> "124 mul_tensor_1" [label="(2304, 1)", style=solid]; -"123 compressed_weight_updated_constant1" -> "124 mul_tensor_1" [label="(2304, 768)", style=solid]; -"124 mul_tensor_1" -> "126 sub_tensor_1" [label="(2304, 768)", style=solid]; -"125 zero_point_updated_constant1" -> "126 sub_tensor_1" [label="(2304, 1)", style=solid]; -"126 sub_tensor_1" -> "127 linear" [label="(2304, 768)", style=solid]; -"127 linear" -> "128 unflatten" [label="(197, 1, 2304)", style=solid]; -"128 unflatten" -> "129 unsqueeze" [label="(197, 1, 3, 768)", style=solid]; -"129 unsqueeze" -> "130 transpose_1" [label="(1, 197, 1, 3, 768)", style=solid]; -"130 transpose_1" -> "131 squeeze" [label="(3, 197, 1, 1, 768)", style=solid]; -"131 squeeze" -> "132 contiguous" [label="(3, 197, 1, 768)", style=solid]; -"132 contiguous" -> "133 quantize_per_tensor_default_2" [label="(3, 197, 1, 768)", style=solid]; -"132 contiguous" -> "136 quantize_per_tensor_default_3" [label="(3, 197, 1, 768)", style=solid]; -"132 contiguous" -> "139 select_2" [label="(3, 197, 1, 768)", style=solid]; -"133 quantize_per_tensor_default_2" -> "134 dequantize_per_tensor_default_2" [label="(3, 197, 1, 768)", style=solid]; -"134 dequantize_per_tensor_default_2" -> "135 select" [label="(3, 197, 1, 768)", style=solid]; -"135 select" -> "140 view" [label="(197, 1, 768)", style=solid]; -"136 quantize_per_tensor_default_3" -> "137 dequantize_per_tensor_default_3" [label="(3, 197, 1, 768)", style=solid]; -"137 dequantize_per_tensor_default_3" -> "138 select_1" [label="(3, 197, 1, 768)", style=solid]; -"138 select_1" -> "142 view_1" [label="(197, 1, 768)", style=solid]; -"139 select_2" -> "144 view_2" [label="(197, 1, 768)", style=solid]; -"140 view" -> "141 transpose_2" [label="(197, 12, 64)", style=solid]; -"141 transpose_2" -> "146 view_3" [label="(12, 197, 64)", style=solid]; -"142 view_1" -> "143 transpose_3" [label="(197, 12, 64)", style=solid]; -"143 transpose_3" -> "147 view_4" [label="(12, 197, 64)", style=solid]; -"144 view_2" -> "145 transpose_4" [label="(197, 12, 64)", style=solid]; -"145 transpose_4" -> "148 view_5" [label="(12, 197, 64)", style=solid]; -"146 view_3" -> "149 scaled_dot_product_attention" [label="(1, 12, 197, 64)", style=solid]; -"147 view_4" -> "149 scaled_dot_product_attention" [label="(1, 12, 197, 64)", style=solid]; -"148 view_5" -> "149 scaled_dot_product_attention" [label="(1, 12, 197, 64)", style=solid]; -"149 scaled_dot_product_attention" -> "150 permute_1" [label="(1, 12, 197, 64)", style=solid]; -"150 permute_1" -> "151 view_6" [label="(197, 1, 12, 64)", style=solid]; -"151 view_6" -> "152 view_6_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"152 view_6_0_0_nncf_smooth_quant_0" -> "153 quantize_per_tensor_default_4" [label="(197, 768)", style=solid]; -"153 quantize_per_tensor_default_4" -> "154 dequantize_per_tensor_default_4" [label="(197, 768)", style=solid]; -"154 dequantize_per_tensor_default_4" -> "160 linear_1" [label="(197, 768)", style=solid]; -"155 scale_updated_constant2" -> "157 mul_tensor_2" [label="(768, 1)", style=solid]; -"156 compressed_weight_updated_constant2" -> "157 mul_tensor_2" [label="(768, 768)", style=solid]; -"157 mul_tensor_2" -> "159 sub_tensor_2" [label="(768, 768)", style=solid]; -"158 zero_point_updated_constant2" -> "159 sub_tensor_2" [label="(768, 1)", style=solid]; -"159 sub_tensor_2" -> "160 linear_1" [label="(768, 768)", style=solid]; -"160 linear_1" -> "161 view_7" [label="(197, 768)", style=solid]; -"161 view_7" -> "162 transpose_5" [label="(197, 1, 768)", style=solid]; -"162 transpose_5" -> "163 dropout_1" [label="(1, 197, 768)", style=solid]; -"163 dropout_1" -> "164 add_1" [label="(1, 197, 768)", style=solid]; -"164 add_1" -> "165 layer_norm_1" [label="(1, 197, 768)", style=solid]; -"164 add_1" -> "187 add_2" [label="(1, 197, 768)", style=solid]; -"165 layer_norm_1" -> "166 layer_norm_1_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"166 layer_norm_1_0_0_nncf_smooth_quant_0" -> "167 quantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; -"167 quantize_per_tensor_default_5" -> "168 dequantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; -"168 dequantize_per_tensor_default_5" -> "174 linear_2" [label="(1, 197, 768)", style=solid]; -"169 scale_updated_constant3" -> "171 mul_tensor_3" [label="(3072, 1)", style=solid]; -"170 compressed_weight_updated_constant3" -> "171 mul_tensor_3" [label="(3072, 768)", style=solid]; -"171 mul_tensor_3" -> "173 sub_tensor_3" [label="(3072, 768)", style=solid]; -"172 zero_point_updated_constant3" -> "173 sub_tensor_3" [label="(3072, 1)", style=solid]; -"173 sub_tensor_3" -> "174 linear_2" [label="(3072, 768)", style=solid]; -"174 linear_2" -> "175 gelu" [label="(1, 197, 3072)", style=solid]; -"175 gelu" -> "176 dropout_2" [label="(1, 197, 3072)", style=solid]; -"176 dropout_2" -> "177 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"177 dropout_2_0_0_nncf_smooth_quant_0" -> "178 quantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; -"178 quantize_per_tensor_default_6" -> "179 dequantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; -"179 dequantize_per_tensor_default_6" -> "185 linear_3" [label="(1, 197, 3072)", style=solid]; -"180 scale_updated_constant4" -> "182 mul_tensor_4" [label="(768, 1)", style=solid]; -"181 compressed_weight_updated_constant4" -> "182 mul_tensor_4" [label="(768, 3072)", style=solid]; -"182 mul_tensor_4" -> "184 sub_tensor_4" [label="(768, 3072)", style=solid]; -"183 zero_point_updated_constant4" -> "184 sub_tensor_4" [label="(768, 1)", style=solid]; -"184 sub_tensor_4" -> "185 linear_3" [label="(768, 3072)", style=solid]; -"185 linear_3" -> "186 dropout_3" [label="(1, 197, 768)", style=solid]; -"186 dropout_3" -> "187 add_2" [label="(1, 197, 768)", style=solid]; -"187 add_2" -> "188 layer_norm_2" [label="(1, 197, 768)", style=solid]; -"187 add_2" -> "235 add_3" [label="(1, 197, 768)", style=solid]; -"188 layer_norm_2" -> "189 transpose_6" [label="(1, 197, 768)", style=solid]; -"189 transpose_6" -> "190 transpose_6_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"190 transpose_6_0_0_nncf_smooth_quant_0" -> "191 quantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; -"191 quantize_per_tensor_default_7" -> "192 dequantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; -"192 dequantize_per_tensor_default_7" -> "198 linear_4" [label="(197, 1, 768)", style=solid]; -"193 scale_updated_constant5" -> "195 mul_tensor_5" [label="(2304, 1)", style=solid]; -"194 compressed_weight_updated_constant5" -> "195 mul_tensor_5" [label="(2304, 768)", style=solid]; -"195 mul_tensor_5" -> "197 sub_tensor_5" [label="(2304, 768)", style=solid]; -"196 zero_point_updated_constant5" -> "197 sub_tensor_5" [label="(2304, 1)", style=solid]; -"197 sub_tensor_5" -> "198 linear_4" [label="(2304, 768)", style=solid]; -"198 linear_4" -> "199 unflatten_1" [label="(197, 1, 2304)", style=solid]; -"199 unflatten_1" -> "200 unsqueeze_1" [label="(197, 1, 3, 768)", style=solid]; -"200 unsqueeze_1" -> "201 transpose_7" [label="(1, 197, 1, 3, 768)", style=solid]; -"201 transpose_7" -> "202 squeeze_1" [label="(3, 197, 1, 1, 768)", style=solid]; -"202 squeeze_1" -> "203 contiguous_1" [label="(3, 197, 1, 768)", style=solid]; -"203 contiguous_1" -> "204 quantize_per_tensor_default_8" [label="(3, 197, 1, 768)", style=solid]; -"203 contiguous_1" -> "207 quantize_per_tensor_default_9" [label="(3, 197, 1, 768)", style=solid]; -"203 contiguous_1" -> "210 select_5" [label="(3, 197, 1, 768)", style=solid]; -"204 quantize_per_tensor_default_8" -> "205 dequantize_per_tensor_default_8" [label="(3, 197, 1, 768)", style=solid]; -"205 dequantize_per_tensor_default_8" -> "206 select_3" [label="(3, 197, 1, 768)", style=solid]; -"206 select_3" -> "211 view_8" [label="(197, 1, 768)", style=solid]; -"207 quantize_per_tensor_default_9" -> "208 dequantize_per_tensor_default_9" [label="(3, 197, 1, 768)", style=solid]; -"208 dequantize_per_tensor_default_9" -> "209 select_4" [label="(3, 197, 1, 768)", style=solid]; -"209 select_4" -> "213 view_9" [label="(197, 1, 768)", style=solid]; -"210 select_5" -> "215 view_10" [label="(197, 1, 768)", style=solid]; -"211 view_8" -> "212 transpose_8" [label="(197, 12, 64)", style=solid]; -"212 transpose_8" -> "217 view_11" [label="(12, 197, 64)", style=solid]; -"213 view_9" -> "214 transpose_9" [label="(197, 12, 64)", style=solid]; -"214 transpose_9" -> "218 view_12" [label="(12, 197, 64)", style=solid]; -"215 view_10" -> "216 transpose_10" [label="(197, 12, 64)", style=solid]; -"216 transpose_10" -> "219 view_13" [label="(12, 197, 64)", style=solid]; -"217 view_11" -> "220 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; -"218 view_12" -> "220 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; -"219 view_13" -> "220 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; -"220 scaled_dot_product_attention_1" -> "221 permute_2" [label="(1, 12, 197, 64)", style=solid]; -"221 permute_2" -> "222 view_14" [label="(197, 1, 12, 64)", style=solid]; -"222 view_14" -> "223 view_14_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"223 view_14_0_0_nncf_smooth_quant_0" -> "224 quantize_per_tensor_default_10" [label="(197, 768)", style=solid]; -"224 quantize_per_tensor_default_10" -> "225 dequantize_per_tensor_default_10" [label="(197, 768)", style=solid]; -"225 dequantize_per_tensor_default_10" -> "231 linear_5" [label="(197, 768)", style=solid]; -"226 scale_updated_constant6" -> "228 mul_tensor_6" [label="(768, 1)", style=solid]; -"227 compressed_weight_updated_constant6" -> "228 mul_tensor_6" [label="(768, 768)", style=solid]; -"228 mul_tensor_6" -> "230 sub_tensor_6" [label="(768, 768)", style=solid]; -"229 zero_point_updated_constant6" -> "230 sub_tensor_6" [label="(768, 1)", style=solid]; -"230 sub_tensor_6" -> "231 linear_5" [label="(768, 768)", style=solid]; -"231 linear_5" -> "232 view_15" [label="(197, 768)", style=solid]; -"232 view_15" -> "233 transpose_11" [label="(197, 1, 768)", style=solid]; -"233 transpose_11" -> "234 dropout_4" [label="(1, 197, 768)", style=solid]; -"234 dropout_4" -> "235 add_3" [label="(1, 197, 768)", style=solid]; -"235 add_3" -> "236 layer_norm_3" [label="(1, 197, 768)", style=solid]; -"235 add_3" -> "258 add_4" [label="(1, 197, 768)", style=solid]; -"236 layer_norm_3" -> "237 layer_norm_3_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"237 layer_norm_3_0_0_nncf_smooth_quant_0" -> "238 quantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; -"238 quantize_per_tensor_default_11" -> "239 dequantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; -"239 dequantize_per_tensor_default_11" -> "245 linear_6" [label="(1, 197, 768)", style=solid]; -"240 scale_updated_constant7" -> "242 mul_tensor_7" [label="(3072, 1)", style=solid]; -"241 compressed_weight_updated_constant7" -> "242 mul_tensor_7" [label="(3072, 768)", style=solid]; -"242 mul_tensor_7" -> "244 sub_tensor_7" [label="(3072, 768)", style=solid]; -"243 zero_point_updated_constant7" -> "244 sub_tensor_7" [label="(3072, 1)", style=solid]; -"244 sub_tensor_7" -> "245 linear_6" [label="(3072, 768)", style=solid]; -"245 linear_6" -> "246 gelu_1" [label="(1, 197, 3072)", style=solid]; -"246 gelu_1" -> "247 dropout_5" [label="(1, 197, 3072)", style=solid]; -"247 dropout_5" -> "248 dropout_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"248 dropout_5_0_0_nncf_smooth_quant_0" -> "249 quantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; -"249 quantize_per_tensor_default_12" -> "250 dequantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; -"250 dequantize_per_tensor_default_12" -> "256 linear_7" [label="(1, 197, 3072)", style=solid]; -"251 scale_updated_constant8" -> "253 mul_tensor_8" [label="(768, 1)", style=solid]; -"252 compressed_weight_updated_constant8" -> "253 mul_tensor_8" [label="(768, 3072)", style=solid]; -"253 mul_tensor_8" -> "255 sub_tensor_8" [label="(768, 3072)", style=solid]; -"254 zero_point_updated_constant8" -> "255 sub_tensor_8" [label="(768, 1)", style=solid]; -"255 sub_tensor_8" -> "256 linear_7" [label="(768, 3072)", style=solid]; -"256 linear_7" -> "257 dropout_6" [label="(1, 197, 768)", style=solid]; -"257 dropout_6" -> "258 add_4" [label="(1, 197, 768)", style=solid]; -"258 add_4" -> "259 layer_norm_4" [label="(1, 197, 768)", style=solid]; -"258 add_4" -> "306 add_5" [label="(1, 197, 768)", style=solid]; -"259 layer_norm_4" -> "260 transpose_12" [label="(1, 197, 768)", style=solid]; -"260 transpose_12" -> "261 transpose_12_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"261 transpose_12_0_0_nncf_smooth_quant_0" -> "262 quantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; -"262 quantize_per_tensor_default_13" -> "263 dequantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; -"263 dequantize_per_tensor_default_13" -> "269 linear_8" [label="(197, 1, 768)", style=solid]; -"264 scale_updated_constant9" -> "266 mul_tensor_9" [label="(2304, 1)", style=solid]; -"265 compressed_weight_updated_constant9" -> "266 mul_tensor_9" [label="(2304, 768)", style=solid]; -"266 mul_tensor_9" -> "268 sub_tensor_9" [label="(2304, 768)", style=solid]; -"267 zero_point_updated_constant9" -> "268 sub_tensor_9" [label="(2304, 1)", style=solid]; -"268 sub_tensor_9" -> "269 linear_8" [label="(2304, 768)", style=solid]; -"269 linear_8" -> "270 unflatten_2" [label="(197, 1, 2304)", style=solid]; -"270 unflatten_2" -> "271 unsqueeze_2" [label="(197, 1, 3, 768)", style=solid]; -"271 unsqueeze_2" -> "272 transpose_13" [label="(1, 197, 1, 3, 768)", style=solid]; -"272 transpose_13" -> "273 squeeze_2" [label="(3, 197, 1, 1, 768)", style=solid]; -"273 squeeze_2" -> "274 contiguous_2" [label="(3, 197, 1, 768)", style=solid]; -"274 contiguous_2" -> "275 quantize_per_tensor_default_14" [label="(3, 197, 1, 768)", style=solid]; -"274 contiguous_2" -> "278 quantize_per_tensor_default_15" [label="(3, 197, 1, 768)", style=solid]; -"274 contiguous_2" -> "281 select_8" [label="(3, 197, 1, 768)", style=solid]; -"275 quantize_per_tensor_default_14" -> "276 dequantize_per_tensor_default_14" [label="(3, 197, 1, 768)", style=solid]; -"276 dequantize_per_tensor_default_14" -> "277 select_6" [label="(3, 197, 1, 768)", style=solid]; -"277 select_6" -> "282 view_16" [label="(197, 1, 768)", style=solid]; -"278 quantize_per_tensor_default_15" -> "279 dequantize_per_tensor_default_15" [label="(3, 197, 1, 768)", style=solid]; -"279 dequantize_per_tensor_default_15" -> "280 select_7" [label="(3, 197, 1, 768)", style=solid]; -"280 select_7" -> "284 view_17" [label="(197, 1, 768)", style=solid]; -"281 select_8" -> "286 view_18" [label="(197, 1, 768)", style=solid]; -"282 view_16" -> "283 transpose_14" [label="(197, 12, 64)", style=solid]; -"283 transpose_14" -> "288 view_19" [label="(12, 197, 64)", style=solid]; -"284 view_17" -> "285 transpose_15" [label="(197, 12, 64)", style=solid]; -"285 transpose_15" -> "289 view_20" [label="(12, 197, 64)", style=solid]; -"286 view_18" -> "287 transpose_16" [label="(197, 12, 64)", style=solid]; -"287 transpose_16" -> "290 view_21" [label="(12, 197, 64)", style=solid]; -"288 view_19" -> "291 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; -"289 view_20" -> "291 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; -"290 view_21" -> "291 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; -"291 scaled_dot_product_attention_2" -> "292 permute_3" [label="(1, 12, 197, 64)", style=solid]; -"292 permute_3" -> "293 view_22" [label="(197, 1, 12, 64)", style=solid]; -"293 view_22" -> "294 view_22_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"294 view_22_0_0_nncf_smooth_quant_0" -> "295 quantize_per_tensor_default_16" [label="(197, 768)", style=solid]; -"295 quantize_per_tensor_default_16" -> "296 dequantize_per_tensor_default_16" [label="(197, 768)", style=solid]; -"296 dequantize_per_tensor_default_16" -> "302 linear_9" [label="(197, 768)", style=solid]; -"297 scale_updated_constant10" -> "299 mul_tensor_10" [label="(768, 1)", style=solid]; -"298 compressed_weight_updated_constant10" -> "299 mul_tensor_10" [label="(768, 768)", style=solid]; -"299 mul_tensor_10" -> "301 sub_tensor_10" [label="(768, 768)", style=solid]; -"300 zero_point_updated_constant10" -> "301 sub_tensor_10" [label="(768, 1)", style=solid]; -"301 sub_tensor_10" -> "302 linear_9" [label="(768, 768)", style=solid]; -"302 linear_9" -> "303 view_23" [label="(197, 768)", style=solid]; -"303 view_23" -> "304 transpose_17" [label="(197, 1, 768)", style=solid]; -"304 transpose_17" -> "305 dropout_7" [label="(1, 197, 768)", style=solid]; -"305 dropout_7" -> "306 add_5" [label="(1, 197, 768)", style=solid]; -"306 add_5" -> "307 layer_norm_5" [label="(1, 197, 768)", style=solid]; -"306 add_5" -> "329 add_6" [label="(1, 197, 768)", style=solid]; -"307 layer_norm_5" -> "308 layer_norm_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"308 layer_norm_5_0_0_nncf_smooth_quant_0" -> "309 quantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; -"309 quantize_per_tensor_default_17" -> "310 dequantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; -"310 dequantize_per_tensor_default_17" -> "316 linear_10" [label="(1, 197, 768)", style=solid]; -"311 scale_updated_constant11" -> "313 mul_tensor_11" [label="(3072, 1)", style=solid]; -"312 compressed_weight_updated_constant11" -> "313 mul_tensor_11" [label="(3072, 768)", style=solid]; -"313 mul_tensor_11" -> "315 sub_tensor_11" [label="(3072, 768)", style=solid]; -"314 zero_point_updated_constant11" -> "315 sub_tensor_11" [label="(3072, 1)", style=solid]; -"315 sub_tensor_11" -> "316 linear_10" [label="(3072, 768)", style=solid]; -"316 linear_10" -> "317 gelu_2" [label="(1, 197, 3072)", style=solid]; -"317 gelu_2" -> "318 dropout_8" [label="(1, 197, 3072)", style=solid]; -"318 dropout_8" -> "319 dropout_8_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"319 dropout_8_0_0_nncf_smooth_quant_0" -> "320 quantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; -"320 quantize_per_tensor_default_18" -> "321 dequantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; -"321 dequantize_per_tensor_default_18" -> "327 linear_11" [label="(1, 197, 3072)", style=solid]; -"322 scale_updated_constant12" -> "324 mul_tensor_12" [label="(768, 1)", style=solid]; -"323 compressed_weight_updated_constant12" -> "324 mul_tensor_12" [label="(768, 3072)", style=solid]; -"324 mul_tensor_12" -> "326 sub_tensor_12" [label="(768, 3072)", style=solid]; -"325 zero_point_updated_constant12" -> "326 sub_tensor_12" [label="(768, 1)", style=solid]; 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+"940 sub_tensor_46" -> "941 linear_45" [style=solid, label="(768, 768)"]; +"941 linear_45" -> "942 view_95" [style=solid, label="(197, 768)"]; +"942 view_95" -> "943 transpose_71" [style=solid, label="(197, 1, 768)"]; +"943 transpose_71" -> "944 dropout_34" [style=solid, label="(1, 197, 768)"]; +"944 dropout_34" -> "945 add_23" [style=solid, label="(1, 197, 768)"]; +"945 add_23" -> "946 layer_norm_23" [style=solid, label="(1, 197, 768)"]; +"945 add_23" -> "968 add_24" [style=solid, label="(1, 197, 768)"]; +"946 layer_norm_23" -> "947 layer_norm_23_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 197, 768)"]; +"947 layer_norm_23_0_0_nncf_smooth_quant_0" -> "948 quantize_per_tensor_142" [style=solid, label="(1, 197, 768)"]; +"948 quantize_per_tensor_142" -> "949 dequantize_per_tensor_143" [style=solid, label="(1, 197, 768)"]; +"949 dequantize_per_tensor_143" -> "955 linear_46" [style=solid, label="(1, 197, 768)"]; +"950 scale_updated_constant47" -> "952 mul_tensor_47" [style=solid, label="(3072, 1)"]; +"951 compressed_weight_updated_constant47" -> "952 mul_tensor_47" [style=solid, label="(3072, 768)"]; +"952 mul_tensor_47" -> "954 sub_tensor_47" [style=solid, label="(3072, 768)"]; +"953 zero_point_updated_constant47" -> "954 sub_tensor_47" [style=solid, label="(3072, 1)"]; +"954 sub_tensor_47" -> "955 linear_46" [style=solid, label="(3072, 768)"]; +"955 linear_46" -> "956 gelu_11" [style=solid, label="(1, 197, 3072)"]; +"956 gelu_11" -> "957 dropout_35" [style=solid, label="(1, 197, 3072)"]; +"957 dropout_35" -> "958 dropout_35_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 197, 3072)"]; +"958 dropout_35_0_0_nncf_smooth_quant_0" -> "959 quantize_per_tensor_144" [style=solid, label="(1, 197, 3072)"]; +"959 quantize_per_tensor_144" -> "960 dequantize_per_tensor_145" [style=solid, label="(1, 197, 3072)"]; +"960 dequantize_per_tensor_145" -> "966 linear_47" [style=solid, label="(1, 197, 3072)"]; +"961 scale_updated_constant48" -> "963 mul_tensor_48" [style=solid, label="(768, 1)"]; +"962 compressed_weight_updated_constant48" -> "963 mul_tensor_48" [style=solid, label="(768, 3072)"]; +"963 mul_tensor_48" -> "965 sub_tensor_48" [style=solid, label="(768, 3072)"]; +"964 zero_point_updated_constant48" -> "965 sub_tensor_48" [style=solid, label="(768, 1)"]; +"965 sub_tensor_48" -> "966 linear_47" [style=solid, label="(768, 3072)"]; +"966 linear_47" -> "967 dropout_36" [style=solid, label="(1, 197, 768)"]; +"967 dropout_36" -> "968 add_24" [style=solid, label="(1, 197, 768)"]; +"968 add_24" -> "969 layer_norm_24" [style=solid, label="(1, 197, 768)"]; +"969 layer_norm_24" -> "970 slice_1" [style=solid, label="(1, 197, 768)"]; +"970 slice_1" -> "971 select_36" [style=solid, label="(1, 197, 768)"]; +"971 select_36" -> "972 select_36_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 768)"]; +"972 select_36_0_0_nncf_smooth_quant_0" -> "973 quantize_per_tensor_146" [style=solid, label="(1, 768)"]; +"973 quantize_per_tensor_146" -> "974 dequantize_per_tensor_147" [style=solid, label="(1, 768)"]; +"974 dequantize_per_tensor_147" -> "980 linear_48" [style=solid, label="(1, 768)"]; +"975 scale_updated_constant49" -> "977 mul_tensor_49" [style=solid, label="(1000, 1)"]; +"976 compressed_weight_updated_constant49" -> "977 mul_tensor_49" [style=solid, label="(1000, 768)"]; +"977 mul_tensor_49" -> "979 sub_tensor_49" [style=solid, label="(1000, 768)"]; +"978 zero_point_updated_constant49" -> "979 sub_tensor_49" [style=solid, label="(1000, 1)"]; +"979 sub_tensor_49" -> "980 linear_48" [style=solid, label="(1000, 768)"]; +"980 linear_48" -> "981 output" [style=solid, label="(1, 1000)"]; } 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 index c349bc361b7..fb4c1acad13 100644 --- 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 @@ -1,21 +1,21 @@ -strict digraph { +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]; +"1 x_0_0_nncf_smooth_quant_0" [id=1, type="call_module"]; +"2 quantize_per_tensor_0" [id=2, type="quantize_per_tensor"]; +"3 dequantize_per_tensor_1" [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]; +"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]; +"10 quantize_per_tensor_2" [id=10, type="quantize_per_tensor"]; +"11 dequantize_per_tensor_3" [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]; +"15 quantize_per_tensor_4" [id=15, type="quantize_per_tensor"]; +"16 dequantize_per_tensor_5" [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]; @@ -24,40 +24,40 @@ strict digraph { "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_]; +"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]; +"0 x" -> "1 x_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 2, 4)"]; +"1 x_0_0_nncf_smooth_quant_0" -> "2 quantize_per_tensor_0" [style=solid, label="(1, 2, 4)"]; +"2 quantize_per_tensor_0" -> "3 dequantize_per_tensor_1" [style=solid, label="(1, 2, 4)"]; +"3 dequantize_per_tensor_1" -> "9 linear" [style=solid, label="(1, 2, 4)"]; +"4 scale_updated_constant0" -> "6 mul_tensor" [style=solid, label="(12, 1)"]; +"5 compressed_weight_updated_constant0" -> "6 mul_tensor" [style=solid, label="(12, 4)"]; +"6 mul_tensor" -> "8 sub_tensor" [style=solid, label="(12, 4)"]; +"7 zero_point_updated_constant0" -> "8 sub_tensor" [style=solid, label="(12, 1)"]; +"8 sub_tensor" -> "9 linear" [style=solid, label="(12, 4)"]; +"9 linear" -> "10 quantize_per_tensor_2" [style=solid, label="(1, 2, 12)"]; +"9 linear" -> "15 quantize_per_tensor_4" [style=solid, label="(1, 2, 12)"]; +"9 linear" -> "20 slice_7" [style=solid, label="(1, 2, 12)"]; +"10 quantize_per_tensor_2" -> "11 dequantize_per_tensor_3" [style=solid, label="(1, 2, 12)"]; +"11 dequantize_per_tensor_3" -> "12 slice_1" [style=solid, label="(1, 2, 12)"]; +"12 slice_1" -> "13 slice_2" [style=solid, label="(1, 2, 12)"]; +"13 slice_2" -> "14 slice_3" [style=solid, label="(1, 2, 12)"]; +"14 slice_3" -> "24 matmul" [style=solid, label="(1, 2, 4)"]; +"15 quantize_per_tensor_4" -> "16 dequantize_per_tensor_5" [style=solid, label="(1, 2, 12)"]; +"16 dequantize_per_tensor_5" -> "17 slice_4" [style=solid, label="(1, 2, 12)"]; +"17 slice_4" -> "18 slice_5" [style=solid, label="(1, 2, 12)"]; +"18 slice_5" -> "19 slice_6" [style=solid, label="(1, 2, 12)"]; +"19 slice_6" -> "23 transpose" [style=solid, label="(1, 2, 4)"]; +"20 slice_7" -> "21 slice_8" [style=solid, label="(1, 2, 12)"]; +"21 slice_8" -> "22 slice_9" [style=solid, label="(1, 2, 12)"]; +"22 slice_9" -> "28 matmul_1" [style=solid, label="(1, 2, 4)"]; +"23 transpose" -> "24 matmul" [style=solid, label="(1, 4, 2)"]; +"24 matmul" -> "25 div_" [style=solid, label="(1, 2, 2)"]; +"25 div_" -> "26 softmax" [style=solid, label="(1, 2, 2)"]; +"26 softmax" -> "27 transpose_1" [style=solid, label="(1, 2, 2)"]; +"27 transpose_1" -> "28 matmul_1" [style=solid, label="(1, 2, 2)"]; +"28 matmul_1" -> "29 output" [style=solid, label="(1, 2, 4)"]; } diff --git a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/mobilenet_v3_small.dot b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/mobilenet_v3_small.dot index fd17c484b76..d89ea17c09b 100644 --- a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/mobilenet_v3_small.dot +++ b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/mobilenet_v3_small.dot @@ -1,1078 +1,1066 @@ -strict digraph { -"0 features_1_block_1_fc1_bias" [id=0, type=get_attr]; -"1 features_1_block_1_fc2_bias" [id=1, type=get_attr]; -"2 features_4_block_2_fc1_bias" [id=2, type=get_attr]; -"3 features_4_block_2_fc2_bias" [id=3, type=get_attr]; -"4 features_5_block_2_fc1_bias" [id=4, type=get_attr]; -"5 features_5_block_2_fc2_bias" [id=5, type=get_attr]; -"6 features_6_block_2_fc1_bias" [id=6, type=get_attr]; -"7 features_6_block_2_fc2_bias" [id=7, type=get_attr]; -"8 features_7_block_2_fc1_bias" [id=8, type=get_attr]; -"9 features_7_block_2_fc2_bias" [id=9, type=get_attr]; -"10 features_8_block_2_fc1_bias" [id=10, type=get_attr]; -"11 features_8_block_2_fc2_bias" [id=11, type=get_attr]; -"12 features_9_block_2_fc1_bias" [id=12, type=get_attr]; -"13 features_9_block_2_fc2_bias" [id=13, type=get_attr]; -"14 features_10_block_2_fc1_bias" [id=14, type=get_attr]; -"15 features_10_block_2_fc2_bias" [id=15, type=get_attr]; -"16 features_11_block_2_fc1_bias" [id=16, type=get_attr]; -"17 features_11_block_2_fc2_bias" [id=17, type=get_attr]; -"18 classifier_0_bias" [id=18, type=get_attr]; -"19 classifier_3_bias" [id=19, type=get_attr]; +strict digraph { +"0 features_1_block_1_fc1_bias" [id=0, type="get_attr"]; +"1 features_1_block_1_fc2_bias" [id=1, type="get_attr"]; +"2 features_4_block_2_fc1_bias" [id=2, type="get_attr"]; +"3 features_4_block_2_fc2_bias" [id=3, type="get_attr"]; +"4 features_5_block_2_fc1_bias" [id=4, type="get_attr"]; +"5 features_5_block_2_fc2_bias" [id=5, type="get_attr"]; +"6 features_6_block_2_fc1_bias" [id=6, type="get_attr"]; +"7 features_6_block_2_fc2_bias" [id=7, type="get_attr"]; +"8 features_7_block_2_fc1_bias" [id=8, type="get_attr"]; +"9 features_7_block_2_fc2_bias" [id=9, type="get_attr"]; +"10 features_8_block_2_fc1_bias" [id=10, type="get_attr"]; +"11 features_8_block_2_fc2_bias" [id=11, type="get_attr"]; +"12 features_9_block_2_fc1_bias" [id=12, type="get_attr"]; +"13 features_9_block_2_fc2_bias" [id=13, type="get_attr"]; +"14 features_10_block_2_fc1_bias" [id=14, type="get_attr"]; +"15 features_10_block_2_fc2_bias" [id=15, type="get_attr"]; +"16 features_11_block_2_fc1_bias" [id=16, type="get_attr"]; +"17 features_11_block_2_fc2_bias" [id=17, type="get_attr"]; +"18 classifier_0_bias" [id=18, type="get_attr"]; +"19 classifier_3_bias" [id=19, type="get_attr"]; "20 x" [id=20, type=input]; -"21 quantize_per_tensor_default" [id=21, type=quantize_per_tensor]; -"22 dequantize_per_tensor_default" [id=22, type=dequantize_per_tensor]; -"23 features_0_0_weight_bias" [id=23, type=get_attr]; -"24 conv2d_scale_0" [id=24, type=get_attr]; -"25 conv2d_zero_point_0" [id=25, type=get_attr]; -"26 _frozen_param0" [id=26, type=get_attr]; -"27 dequantize_per_channel_default" [id=27, type=dequantize_per_channel]; +"21 quantize_per_tensor_0" [id=21, type="quantize_per_tensor"]; +"22 dequantize_per_tensor_1" [id=22, type="dequantize_per_tensor"]; +"23 features_0_0_weight_bias" [id=23, type="get_attr"]; +"24 conv2d_scale_0" [id=24, type="get_attr"]; +"25 conv2d_zero_point_0" [id=25, type="get_attr"]; +"26 _frozen_param0" [id=26, type="get_attr"]; +"27 dequantize_per_channel_2" [id=27, type="dequantize_per_channel"]; "28 conv2d" [id=28, type=conv2d]; -"29 hardswish_" [id=29, type=hardswish_]; -"30 quantize_per_tensor_default_1" [id=30, type=quantize_per_tensor]; -"31 dequantize_per_tensor_default_1" [id=31, type=dequantize_per_tensor]; -"32 features_1_block_0_0_weight_bias" [id=32, type=get_attr]; -"33 conv2d_1_scale_0" [id=33, type=get_attr]; -"34 conv2d_1_zero_point_0" [id=34, type=get_attr]; -"35 _frozen_param1" [id=35, type=get_attr]; -"36 dequantize_per_channel_default_1" [id=36, type=dequantize_per_channel]; +"29 hardswish_" [id=29, type="hardswish_"]; +"30 quantize_per_tensor_3" [id=30, type="quantize_per_tensor"]; +"31 dequantize_per_tensor_4" [id=31, type="dequantize_per_tensor"]; +"32 features_1_block_0_0_weight_bias" [id=32, type="get_attr"]; +"33 conv2d_1_scale_0" [id=33, type="get_attr"]; +"34 conv2d_1_zero_point_0" [id=34, type="get_attr"]; +"35 _frozen_param1" [id=35, type="get_attr"]; +"36 dequantize_per_channel_5" [id=36, type="dequantize_per_channel"]; "37 conv2d_1" [id=37, type=conv2d]; -"38 relu_" [id=38, type=relu_]; -"39 quantize_per_tensor_default_2" [id=39, type=quantize_per_tensor]; -"40 dequantize_per_tensor_default_2" [id=40, type=dequantize_per_tensor]; -"41 adaptive_avg_pool2d" [id=41, type=adaptive_avg_pool2d]; -"42 quantize_per_tensor_default_3" [id=42, type=quantize_per_tensor]; -"43 dequantize_per_tensor_default_3" [id=43, type=dequantize_per_tensor]; -"44 conv2d_2_scale_0" [id=44, type=get_attr]; -"45 conv2d_2_zero_point_0" [id=45, type=get_attr]; -"46 _frozen_param2" [id=46, type=get_attr]; -"47 dequantize_per_channel_default_2" [id=47, type=dequantize_per_channel]; +"38 relu_" [id=38, type="relu_"]; +"39 quantize_per_tensor_6" [id=39, type="quantize_per_tensor"]; +"40 dequantize_per_tensor_7" [id=40, type="dequantize_per_tensor"]; +"41 adaptive_avg_pool2d" [id=41, type="adaptive_avg_pool2d"]; +"42 quantize_per_tensor_8" [id=42, type="quantize_per_tensor"]; +"43 dequantize_per_tensor_9" [id=43, type="dequantize_per_tensor"]; +"44 conv2d_2_scale_0" [id=44, type="get_attr"]; +"45 conv2d_2_zero_point_0" [id=45, type="get_attr"]; +"46 _frozen_param2" [id=46, type="get_attr"]; +"47 dequantize_per_channel_10" [id=47, type="dequantize_per_channel"]; "48 conv2d_2" [id=48, type=conv2d]; "49 relu" [id=49, type=relu]; 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-"261 conv2d_25" [id=261, type=conv2d]; -"262 add__2" [id=262, type=add_]; -"263 quantize_per_tensor_default_30" [id=263, type=quantize_per_tensor]; -"264 dequantize_per_tensor_default_33" [id=264, type=dequantize_per_tensor]; -"265 features_7_block_0_0_weight_bias" [id=265, type=get_attr]; -"266 conv2d_26_scale_0" [id=266, type=get_attr]; -"267 conv2d_26_zero_point_0" [id=267, type=get_attr]; -"268 _frozen_param26" [id=268, type=get_attr]; -"269 dequantize_per_channel_default_26" [id=269, type=dequantize_per_channel]; -"270 conv2d_26" [id=270, type=conv2d]; -"271 hardswish__7" [id=271, type=hardswish_]; -"272 quantize_per_tensor_default_31" [id=272, type=quantize_per_tensor]; -"273 dequantize_per_tensor_default_34" [id=273, type=dequantize_per_tensor]; -"274 features_7_block_1_0_weight_bias" [id=274, type=get_attr]; -"275 conv2d_27_scale_0" [id=275, type=get_attr]; -"276 conv2d_27_zero_point_0" [id=276, type=get_attr]; -"277 _frozen_param27" [id=277, type=get_attr]; -"278 dequantize_per_channel_default_27" [id=278, type=dequantize_per_channel]; -"279 conv2d_27" [id=279, type=conv2d]; -"280 hardswish__8" [id=280, type=hardswish_]; -"281 quantize_per_tensor_default_32" [id=281, type=quantize_per_tensor]; -"282 dequantize_per_tensor_default_35" [id=282, type=dequantize_per_tensor]; -"283 adaptive_avg_pool2d_4" [id=283, type=adaptive_avg_pool2d]; -"284 quantize_per_tensor_default_33" [id=284, type=quantize_per_tensor]; -"285 dequantize_per_tensor_default_36" [id=285, type=dequantize_per_tensor]; -"286 conv2d_28_scale_0" [id=286, type=get_attr]; -"287 conv2d_28_zero_point_0" [id=287, type=get_attr]; -"288 _frozen_param28" [id=288, type=get_attr]; -"289 dequantize_per_channel_default_28" [id=289, type=dequantize_per_channel]; -"290 conv2d_28" [id=290, type=conv2d]; -"291 relu_4" [id=291, type=relu]; -"292 quantize_per_tensor_default_34" [id=292, type=quantize_per_tensor]; -"293 dequantize_per_tensor_default_37" [id=293, type=dequantize_per_tensor]; -"294 conv2d_29_scale_0" [id=294, type=get_attr]; -"295 conv2d_29_zero_point_0" [id=295, type=get_attr]; -"296 _frozen_param29" [id=296, type=get_attr]; -"297 dequantize_per_channel_default_29" [id=297, type=dequantize_per_channel]; -"298 conv2d_29" [id=298, type=conv2d]; -"299 hardsigmoid_4" [id=299, type=hardsigmoid]; -"300 mul_4" [id=300, type=mul]; -"301 quantize_per_tensor_default_35" [id=301, type=quantize_per_tensor]; -"302 dequantize_per_tensor_default_38" [id=302, type=dequantize_per_tensor]; -"303 features_7_block_3_0_weight_bias" [id=303, type=get_attr]; -"304 conv2d_30_scale_0" [id=304, type=get_attr]; -"305 conv2d_30_zero_point_0" [id=305, type=get_attr]; -"306 _frozen_param30" [id=306, type=get_attr]; -"307 dequantize_per_channel_default_30" [id=307, type=dequantize_per_channel]; -"308 conv2d_30" [id=308, type=conv2d]; -"309 quantize_per_tensor_default_36" [id=309, type=quantize_per_tensor]; -"310 dequantize_per_tensor_default_40" [id=310, type=dequantize_per_tensor]; -"311 dequantize_per_tensor_default_39" [id=311, type=dequantize_per_tensor]; -"312 features_8_block_0_0_weight_bias" [id=312, type=get_attr]; -"313 conv2d_31_scale_0" [id=313, type=get_attr]; -"314 conv2d_31_zero_point_0" [id=314, type=get_attr]; -"315 _frozen_param31" [id=315, type=get_attr]; -"316 dequantize_per_channel_default_31" [id=316, type=dequantize_per_channel]; -"317 conv2d_31" [id=317, type=conv2d]; -"318 hardswish__9" [id=318, type=hardswish_]; -"319 quantize_per_tensor_default_37" [id=319, type=quantize_per_tensor]; -"320 dequantize_per_tensor_default_41" [id=320, type=dequantize_per_tensor]; -"321 features_8_block_1_0_weight_bias" [id=321, type=get_attr]; -"322 conv2d_32_scale_0" [id=322, type=get_attr]; -"323 conv2d_32_zero_point_0" [id=323, type=get_attr]; -"324 _frozen_param32" [id=324, type=get_attr]; -"325 dequantize_per_channel_default_32" [id=325, type=dequantize_per_channel]; -"326 conv2d_32" [id=326, type=conv2d]; -"327 hardswish__10" [id=327, type=hardswish_]; -"328 quantize_per_tensor_default_38" [id=328, type=quantize_per_tensor]; -"329 dequantize_per_tensor_default_42" [id=329, type=dequantize_per_tensor]; -"330 adaptive_avg_pool2d_5" [id=330, type=adaptive_avg_pool2d]; -"331 quantize_per_tensor_default_39" [id=331, type=quantize_per_tensor]; -"332 dequantize_per_tensor_default_43" [id=332, type=dequantize_per_tensor]; -"333 conv2d_33_scale_0" [id=333, type=get_attr]; -"334 conv2d_33_zero_point_0" [id=334, type=get_attr]; -"335 _frozen_param33" [id=335, type=get_attr]; -"336 dequantize_per_channel_default_33" [id=336, type=dequantize_per_channel]; -"337 conv2d_33" [id=337, type=conv2d]; -"338 relu_5" [id=338, type=relu]; -"339 quantize_per_tensor_default_40" [id=339, type=quantize_per_tensor]; -"340 dequantize_per_tensor_default_44" [id=340, type=dequantize_per_tensor]; -"341 conv2d_34_scale_0" [id=341, type=get_attr]; -"342 conv2d_34_zero_point_0" [id=342, type=get_attr]; -"343 _frozen_param34" [id=343, type=get_attr]; -"344 dequantize_per_channel_default_34" [id=344, type=dequantize_per_channel]; -"345 conv2d_34" [id=345, type=conv2d]; -"346 hardsigmoid_5" [id=346, type=hardsigmoid]; -"347 mul_5" [id=347, type=mul]; -"348 quantize_per_tensor_default_41" [id=348, type=quantize_per_tensor]; -"349 dequantize_per_tensor_default_45" [id=349, type=dequantize_per_tensor]; -"350 features_8_block_3_0_weight_bias" [id=350, type=get_attr]; -"351 conv2d_35_scale_0" [id=351, type=get_attr]; -"352 conv2d_35_zero_point_0" [id=352, type=get_attr]; -"353 _frozen_param35" [id=353, type=get_attr]; -"354 dequantize_per_channel_default_35" [id=354, type=dequantize_per_channel]; -"355 conv2d_35" [id=355, type=conv2d]; -"356 add__3" [id=356, type=add_]; -"357 quantize_per_tensor_default_42" [id=357, type=quantize_per_tensor]; -"358 dequantize_per_tensor_default_46" [id=358, type=dequantize_per_tensor]; -"359 features_9_block_0_0_weight_bias" [id=359, type=get_attr]; -"360 conv2d_36_scale_0" [id=360, type=get_attr]; -"361 conv2d_36_zero_point_0" [id=361, type=get_attr]; -"362 _frozen_param36" [id=362, type=get_attr]; -"363 dequantize_per_channel_default_36" [id=363, type=dequantize_per_channel]; -"364 conv2d_36" [id=364, type=conv2d]; -"365 hardswish__11" [id=365, type=hardswish_]; -"366 quantize_per_tensor_default_43" [id=366, type=quantize_per_tensor]; -"367 dequantize_per_tensor_default_47" [id=367, type=dequantize_per_tensor]; -"368 features_9_block_1_0_weight_bias" [id=368, type=get_attr]; -"369 conv2d_37_scale_0" [id=369, type=get_attr]; -"370 conv2d_37_zero_point_0" [id=370, type=get_attr]; -"371 _frozen_param37" [id=371, type=get_attr]; -"372 dequantize_per_channel_default_37" [id=372, type=dequantize_per_channel]; -"373 conv2d_37" [id=373, type=conv2d]; -"374 hardswish__12" [id=374, type=hardswish_]; -"375 quantize_per_tensor_default_44" [id=375, type=quantize_per_tensor]; -"376 dequantize_per_tensor_default_48" [id=376, type=dequantize_per_tensor]; -"377 adaptive_avg_pool2d_6" [id=377, type=adaptive_avg_pool2d]; -"378 quantize_per_tensor_default_45" [id=378, type=quantize_per_tensor]; -"379 dequantize_per_tensor_default_49" [id=379, type=dequantize_per_tensor]; -"380 conv2d_38_scale_0" [id=380, type=get_attr]; -"381 conv2d_38_zero_point_0" [id=381, type=get_attr]; -"382 _frozen_param38" [id=382, type=get_attr]; -"383 dequantize_per_channel_default_38" [id=383, type=dequantize_per_channel]; -"384 conv2d_38" [id=384, type=conv2d]; -"385 relu_6" [id=385, type=relu]; -"386 quantize_per_tensor_default_46" [id=386, type=quantize_per_tensor]; -"387 dequantize_per_tensor_default_50" [id=387, type=dequantize_per_tensor]; -"388 conv2d_39_scale_0" [id=388, type=get_attr]; -"389 conv2d_39_zero_point_0" [id=389, type=get_attr]; -"390 _frozen_param39" [id=390, type=get_attr]; -"391 dequantize_per_channel_default_39" [id=391, type=dequantize_per_channel]; -"392 conv2d_39" [id=392, type=conv2d]; -"393 hardsigmoid_6" [id=393, type=hardsigmoid]; -"394 mul_6" [id=394, type=mul]; -"395 quantize_per_tensor_default_47" [id=395, type=quantize_per_tensor]; -"396 dequantize_per_tensor_default_51" [id=396, type=dequantize_per_tensor]; -"397 features_9_block_3_0_weight_bias" [id=397, type=get_attr]; -"398 conv2d_40_scale_0" [id=398, type=get_attr]; -"399 conv2d_40_zero_point_0" [id=399, type=get_attr]; -"400 _frozen_param40" [id=400, type=get_attr]; -"401 dequantize_per_channel_default_40" [id=401, type=dequantize_per_channel]; -"402 conv2d_40" [id=402, type=conv2d]; -"403 quantize_per_tensor_default_48" [id=403, type=quantize_per_tensor]; -"404 dequantize_per_tensor_default_53" [id=404, type=dequantize_per_tensor]; -"405 dequantize_per_tensor_default_52" [id=405, type=dequantize_per_tensor]; -"406 features_10_block_0_0_weight_bias" [id=406, type=get_attr]; -"407 conv2d_41_scale_0" [id=407, type=get_attr]; -"408 conv2d_41_zero_point_0" [id=408, type=get_attr]; -"409 _frozen_param41" [id=409, type=get_attr]; -"410 dequantize_per_channel_default_41" [id=410, type=dequantize_per_channel]; -"411 conv2d_41" [id=411, type=conv2d]; -"412 hardswish__13" [id=412, type=hardswish_]; -"413 quantize_per_tensor_default_49" [id=413, type=quantize_per_tensor]; -"414 dequantize_per_tensor_default_54" [id=414, type=dequantize_per_tensor]; -"415 features_10_block_1_0_weight_bias" [id=415, type=get_attr]; -"416 conv2d_42_scale_0" [id=416, type=get_attr]; -"417 conv2d_42_zero_point_0" [id=417, type=get_attr]; -"418 _frozen_param42" [id=418, type=get_attr]; -"419 dequantize_per_channel_default_42" [id=419, type=dequantize_per_channel]; -"420 conv2d_42" [id=420, type=conv2d]; -"421 hardswish__14" [id=421, type=hardswish_]; -"422 quantize_per_tensor_default_50" [id=422, type=quantize_per_tensor]; -"423 dequantize_per_tensor_default_55" [id=423, type=dequantize_per_tensor]; -"424 adaptive_avg_pool2d_7" [id=424, type=adaptive_avg_pool2d]; -"425 quantize_per_tensor_default_51" [id=425, type=quantize_per_tensor]; -"426 dequantize_per_tensor_default_56" [id=426, type=dequantize_per_tensor]; -"427 conv2d_43_scale_0" [id=427, type=get_attr]; -"428 conv2d_43_zero_point_0" [id=428, type=get_attr]; -"429 _frozen_param43" [id=429, type=get_attr]; -"430 dequantize_per_channel_default_43" [id=430, type=dequantize_per_channel]; -"431 conv2d_43" [id=431, type=conv2d]; -"432 relu_7" [id=432, type=relu]; -"433 quantize_per_tensor_default_52" [id=433, type=quantize_per_tensor]; -"434 dequantize_per_tensor_default_57" [id=434, type=dequantize_per_tensor]; -"435 conv2d_44_scale_0" [id=435, type=get_attr]; -"436 conv2d_44_zero_point_0" [id=436, type=get_attr]; -"437 _frozen_param44" [id=437, type=get_attr]; -"438 dequantize_per_channel_default_44" [id=438, type=dequantize_per_channel]; -"439 conv2d_44" [id=439, type=conv2d]; -"440 hardsigmoid_7" [id=440, type=hardsigmoid]; -"441 mul_7" [id=441, type=mul]; -"442 quantize_per_tensor_default_53" [id=442, type=quantize_per_tensor]; -"443 dequantize_per_tensor_default_58" [id=443, type=dequantize_per_tensor]; -"444 features_10_block_3_0_weight_bias" [id=444, type=get_attr]; -"445 conv2d_45_scale_0" [id=445, type=get_attr]; -"446 conv2d_45_zero_point_0" [id=446, type=get_attr]; -"447 _frozen_param45" [id=447, type=get_attr]; -"448 dequantize_per_channel_default_45" [id=448, type=dequantize_per_channel]; -"449 conv2d_45" [id=449, type=conv2d]; -"450 add__4" [id=450, type=add_]; -"451 quantize_per_tensor_default_54" [id=451, type=quantize_per_tensor]; -"452 dequantize_per_tensor_default_60" [id=452, type=dequantize_per_tensor]; -"453 dequantize_per_tensor_default_59" [id=453, type=dequantize_per_tensor]; -"454 features_11_block_0_0_weight_bias" [id=454, type=get_attr]; -"455 conv2d_46_scale_0" [id=455, type=get_attr]; -"456 conv2d_46_zero_point_0" [id=456, type=get_attr]; -"457 _frozen_param46" [id=457, type=get_attr]; -"458 dequantize_per_channel_default_46" [id=458, type=dequantize_per_channel]; -"459 conv2d_46" [id=459, type=conv2d]; -"460 hardswish__15" [id=460, type=hardswish_]; -"461 quantize_per_tensor_default_55" [id=461, type=quantize_per_tensor]; -"462 dequantize_per_tensor_default_61" [id=462, type=dequantize_per_tensor]; -"463 features_11_block_1_0_weight_bias" [id=463, type=get_attr]; -"464 conv2d_47_scale_0" [id=464, type=get_attr]; -"465 conv2d_47_zero_point_0" [id=465, type=get_attr]; -"466 _frozen_param47" [id=466, type=get_attr]; -"467 dequantize_per_channel_default_47" [id=467, type=dequantize_per_channel]; -"468 conv2d_47" [id=468, type=conv2d]; -"469 hardswish__16" [id=469, type=hardswish_]; -"470 quantize_per_tensor_default_56" [id=470, type=quantize_per_tensor]; -"471 dequantize_per_tensor_default_62" [id=471, type=dequantize_per_tensor]; -"472 adaptive_avg_pool2d_8" [id=472, type=adaptive_avg_pool2d]; -"473 quantize_per_tensor_default_57" [id=473, type=quantize_per_tensor]; -"474 dequantize_per_tensor_default_63" [id=474, type=dequantize_per_tensor]; -"475 conv2d_48_scale_0" [id=475, type=get_attr]; -"476 conv2d_48_zero_point_0" [id=476, type=get_attr]; -"477 _frozen_param48" [id=477, type=get_attr]; -"478 dequantize_per_channel_default_48" [id=478, type=dequantize_per_channel]; -"479 conv2d_48" [id=479, type=conv2d]; -"480 relu_8" [id=480, type=relu]; -"481 quantize_per_tensor_default_58" [id=481, type=quantize_per_tensor]; -"482 dequantize_per_tensor_default_64" [id=482, type=dequantize_per_tensor]; -"483 conv2d_49_scale_0" [id=483, type=get_attr]; -"484 conv2d_49_zero_point_0" [id=484, type=get_attr]; -"485 _frozen_param49" [id=485, type=get_attr]; -"486 dequantize_per_channel_default_49" [id=486, type=dequantize_per_channel]; -"487 conv2d_49" [id=487, type=conv2d]; -"488 hardsigmoid_8" [id=488, type=hardsigmoid]; -"489 mul_8" [id=489, type=mul]; -"490 quantize_per_tensor_default_59" [id=490, type=quantize_per_tensor]; -"491 dequantize_per_tensor_default_65" [id=491, type=dequantize_per_tensor]; -"492 features_11_block_3_0_weight_bias" [id=492, type=get_attr]; -"493 conv2d_50_scale_0" [id=493, type=get_attr]; -"494 conv2d_50_zero_point_0" [id=494, type=get_attr]; -"495 _frozen_param50" [id=495, type=get_attr]; -"496 dequantize_per_channel_default_50" [id=496, type=dequantize_per_channel]; -"497 conv2d_50" [id=497, type=conv2d]; -"498 add__5" [id=498, type=add_]; -"499 quantize_per_tensor_default_60" [id=499, type=quantize_per_tensor]; -"500 dequantize_per_tensor_default_66" [id=500, type=dequantize_per_tensor]; -"501 features_12_0_weight_bias" [id=501, type=get_attr]; -"502 conv2d_51_scale_0" [id=502, type=get_attr]; -"503 conv2d_51_zero_point_0" [id=503, type=get_attr]; -"504 _frozen_param51" [id=504, type=get_attr]; -"505 dequantize_per_channel_default_51" [id=505, type=dequantize_per_channel]; -"506 conv2d_51" [id=506, type=conv2d]; -"507 hardswish__17" [id=507, type=hardswish_]; -"508 quantize_per_tensor_default_61" [id=508, type=quantize_per_tensor]; -"509 dequantize_per_tensor_default_67" [id=509, type=dequantize_per_tensor]; -"510 adaptive_avg_pool2d_9" [id=510, type=adaptive_avg_pool2d]; -"511 quantize_per_tensor_default_62" [id=511, type=quantize_per_tensor]; -"512 dequantize_per_tensor_default_68" [id=512, type=dequantize_per_tensor]; -"513 flatten" [id=513, type=flatten]; -"514 quantize_per_tensor_default_63" [id=514, type=quantize_per_tensor]; -"515 dequantize_per_tensor_default_69" [id=515, type=dequantize_per_tensor]; -"516 linear_scale_0" [id=516, type=get_attr]; -"517 linear_zero_point_0" [id=517, type=get_attr]; -"518 _frozen_param52" [id=518, type=get_attr]; -"519 dequantize_per_channel_default_52" [id=519, type=dequantize_per_channel]; -"520 linear" [id=520, type=linear]; -"521 hardswish__18" [id=521, type=hardswish_]; -"522 dropout_" [id=522, type=dropout_]; -"523 quantize_per_tensor_default_64" [id=523, type=quantize_per_tensor]; -"524 dequantize_per_tensor_default_70" [id=524, type=dequantize_per_tensor]; -"525 linear_1_scale_0" [id=525, type=get_attr]; -"526 linear_1_zero_point_0" [id=526, type=get_attr]; -"527 _frozen_param53" [id=527, type=get_attr]; -"528 dequantize_per_channel_default_53" [id=528, type=dequantize_per_channel]; -"529 linear_1" [id=529, type=linear]; -"530 output" [id=530, type=output]; -"0 features_1_block_1_fc1_bias" -> "48 conv2d_2" [label="(8,)", style=solid]; -"1 features_1_block_1_fc2_bias" -> "56 conv2d_3" [label="(16,)", style=solid]; -"2 features_4_block_2_fc1_bias" -> "148 conv2d_13" [label="(24,)", style=solid]; -"3 features_4_block_2_fc2_bias" -> "156 conv2d_14" [label="(96,)", style=solid]; -"4 features_5_block_2_fc1_bias" -> "195 conv2d_18" [label="(64,)", style=solid]; -"5 features_5_block_2_fc2_bias" -> "203 conv2d_19" [label="(240,)", style=solid]; -"6 features_6_block_2_fc1_bias" -> "243 conv2d_23" [label="(64,)", style=solid]; -"7 features_6_block_2_fc2_bias" -> "251 conv2d_24" [label="(240,)", style=solid]; -"8 features_7_block_2_fc1_bias" -> "290 conv2d_28" [label="(32,)", style=solid]; -"9 features_7_block_2_fc2_bias" -> "298 conv2d_29" [label="(120,)", style=solid]; -"10 features_8_block_2_fc1_bias" -> "337 conv2d_33" [label="(40,)", style=solid]; -"11 features_8_block_2_fc2_bias" -> "345 conv2d_34" [label="(144,)", style=solid]; -"12 features_9_block_2_fc1_bias" -> "384 conv2d_38" [label="(72,)", style=solid]; -"13 features_9_block_2_fc2_bias" -> "392 conv2d_39" [label="(288,)", style=solid]; -"14 features_10_block_2_fc1_bias" -> "431 conv2d_43" [label="(144,)", style=solid]; -"15 features_10_block_2_fc2_bias" -> "439 conv2d_44" [label="(576,)", style=solid]; -"16 features_11_block_2_fc1_bias" -> "479 conv2d_48" [label="(144,)", style=solid]; -"17 features_11_block_2_fc2_bias" -> "487 conv2d_49" [label="(576,)", style=solid]; -"18 classifier_0_bias" -> "520 linear" [label="(1024,)", style=solid]; -"19 classifier_3_bias" -> "529 linear_1" [label="(1000,)", style=solid]; -"20 x" -> "21 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; -"21 quantize_per_tensor_default" -> "22 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; -"22 dequantize_per_tensor_default" -> "28 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"23 features_0_0_weight_bias" -> "28 conv2d" [label="(16,)", style=solid]; -"24 conv2d_scale_0" -> "27 dequantize_per_channel_default" [label="(16,)", style=solid]; -"25 conv2d_zero_point_0" -> "27 dequantize_per_channel_default" [label="(16,)", style=solid]; -"26 _frozen_param0" -> "27 dequantize_per_channel_default" [label="(16, 3, 3, 3)", style=solid]; -"27 dequantize_per_channel_default" -> "28 conv2d" [label="(16, 3, 3, 3)", style=solid]; -"28 conv2d" -> "29 hardswish_" [label="(1, 16, 112, 112)", style=solid]; -"29 hardswish_" -> "30 quantize_per_tensor_default_1" [label="(1, 16, 112, 112)", style=solid]; -"30 quantize_per_tensor_default_1" -> "31 dequantize_per_tensor_default_1" [label="(1, 16, 112, 112)", style=solid]; -"31 dequantize_per_tensor_default_1" -> "37 conv2d_1" [label="(1, 16, 112, 112)", style=solid]; -"32 features_1_block_0_0_weight_bias" -> "37 conv2d_1" [label="(16,)", style=solid]; -"33 conv2d_1_scale_0" -> "36 dequantize_per_channel_default_1" [label="(16,)", style=solid]; -"34 conv2d_1_zero_point_0" -> "36 dequantize_per_channel_default_1" [label="(16,)", style=solid]; -"35 _frozen_param1" -> "36 dequantize_per_channel_default_1" [label="(16, 1, 3, 3)", style=solid]; -"36 dequantize_per_channel_default_1" -> "37 conv2d_1" [label="(16, 1, 3, 3)", style=solid]; -"37 conv2d_1" -> "38 relu_" [label="(1, 16, 56, 56)", style=solid]; -"38 relu_" -> "39 quantize_per_tensor_default_2" [label="(1, 16, 56, 56)", style=solid]; -"38 relu_" -> "58 mul" [label="(1, 16, 56, 56)", style=solid]; -"39 quantize_per_tensor_default_2" -> "40 dequantize_per_tensor_default_2" [label="(1, 16, 56, 56)", style=solid]; -"40 dequantize_per_tensor_default_2" -> "41 adaptive_avg_pool2d" [label="(1, 16, 56, 56)", style=solid]; -"41 adaptive_avg_pool2d" -> "42 quantize_per_tensor_default_3" [label="(1, 16, 1, 1)", style=solid]; -"42 quantize_per_tensor_default_3" -> "43 dequantize_per_tensor_default_3" [label="(1, 16, 1, 1)", style=solid]; -"43 dequantize_per_tensor_default_3" -> "48 conv2d_2" [label="(1, 16, 1, 1)", style=solid]; -"44 conv2d_2_scale_0" -> "47 dequantize_per_channel_default_2" [label="(8,)", style=solid]; -"45 conv2d_2_zero_point_0" -> "47 dequantize_per_channel_default_2" [label="(8,)", style=solid]; -"46 _frozen_param2" -> "47 dequantize_per_channel_default_2" [label="(8, 16, 1, 1)", style=solid]; -"47 dequantize_per_channel_default_2" -> "48 conv2d_2" [label="(8, 16, 1, 1)", style=solid]; -"48 conv2d_2" -> "49 relu" [label="(1, 8, 1, 1)", style=solid]; -"49 relu" -> "50 quantize_per_tensor_default_4" [label="(1, 8, 1, 1)", style=solid]; -"50 quantize_per_tensor_default_4" -> "51 dequantize_per_tensor_default_4" [label="(1, 8, 1, 1)", style=solid]; -"51 dequantize_per_tensor_default_4" -> "56 conv2d_3" [label="(1, 8, 1, 1)", style=solid]; -"52 conv2d_3_scale_0" -> "55 dequantize_per_channel_default_3" [label="(16,)", style=solid]; -"53 conv2d_3_zero_point_0" -> "55 dequantize_per_channel_default_3" [label="(16,)", style=solid]; -"54 _frozen_param3" -> "55 dequantize_per_channel_default_3" [label="(16, 8, 1, 1)", style=solid]; -"55 dequantize_per_channel_default_3" -> "56 conv2d_3" [label="(16, 8, 1, 1)", style=solid]; -"56 conv2d_3" -> "57 hardsigmoid" [label="(1, 16, 1, 1)", style=solid]; -"57 hardsigmoid" -> "58 mul" [label="(1, 16, 1, 1)", style=solid]; -"58 mul" -> "59 quantize_per_tensor_default_5" [label="(1, 16, 56, 56)", style=solid]; -"59 quantize_per_tensor_default_5" -> "60 dequantize_per_tensor_default_5" [label="(1, 16, 56, 56)", style=solid]; -"60 dequantize_per_tensor_default_5" -> "66 conv2d_4" [label="(1, 16, 56, 56)", style=solid]; -"61 features_1_block_2_0_weight_bias" -> "66 conv2d_4" [label="(16,)", style=solid]; -"62 conv2d_4_scale_0" -> "65 dequantize_per_channel_default_4" [label="(16,)", style=solid]; -"63 conv2d_4_zero_point_0" -> "65 dequantize_per_channel_default_4" [label="(16,)", style=solid]; -"64 _frozen_param4" -> "65 dequantize_per_channel_default_4" [label="(16, 16, 1, 1)", style=solid]; -"65 dequantize_per_channel_default_4" -> "66 conv2d_4" [label="(16, 16, 1, 1)", style=solid]; -"66 conv2d_4" -> "67 quantize_per_tensor_default_6" [label="(1, 16, 56, 56)", style=solid]; -"67 quantize_per_tensor_default_6" -> "68 dequantize_per_tensor_default_6" [label="(1, 16, 56, 56)", style=solid]; -"68 dequantize_per_tensor_default_6" -> "74 conv2d_5" [label="(1, 16, 56, 56)", style=solid]; -"69 features_2_block_0_0_weight_bias" -> "74 conv2d_5" [label="(72,)", style=solid]; -"70 conv2d_5_scale_0" -> "73 dequantize_per_channel_default_5" [label="(72,)", style=solid]; -"71 conv2d_5_zero_point_0" -> "73 dequantize_per_channel_default_5" [label="(72,)", style=solid]; -"72 _frozen_param5" -> "73 dequantize_per_channel_default_5" [label="(72, 16, 1, 1)", style=solid]; -"73 dequantize_per_channel_default_5" -> "74 conv2d_5" [label="(72, 16, 1, 1)", style=solid]; -"74 conv2d_5" -> "75 relu__1" [label="(1, 72, 56, 56)", style=solid]; -"75 relu__1" -> "76 quantize_per_tensor_default_7" [label="(1, 72, 56, 56)", style=solid]; -"76 quantize_per_tensor_default_7" -> "77 dequantize_per_tensor_default_7" [label="(1, 72, 56, 56)", style=solid]; -"77 dequantize_per_tensor_default_7" -> "83 conv2d_6" [label="(1, 72, 56, 56)", style=solid]; -"78 features_2_block_1_0_weight_bias" -> "83 conv2d_6" [label="(72,)", style=solid]; -"79 conv2d_6_scale_0" -> "82 dequantize_per_channel_default_6" [label="(72,)", style=solid]; -"80 conv2d_6_zero_point_0" -> "82 dequantize_per_channel_default_6" [label="(72,)", style=solid]; -"81 _frozen_param6" -> "82 dequantize_per_channel_default_6" [label="(72, 1, 3, 3)", style=solid]; -"82 dequantize_per_channel_default_6" -> "83 conv2d_6" [label="(72, 1, 3, 3)", style=solid]; -"83 conv2d_6" -> "84 relu__2" [label="(1, 72, 28, 28)", style=solid]; -"84 relu__2" -> "85 quantize_per_tensor_default_8" [label="(1, 72, 28, 28)", style=solid]; -"85 quantize_per_tensor_default_8" -> "86 dequantize_per_tensor_default_8" [label="(1, 72, 28, 28)", style=solid]; -"86 dequantize_per_tensor_default_8" -> "92 conv2d_7" [label="(1, 72, 28, 28)", style=solid]; -"87 features_2_block_2_0_weight_bias" -> "92 conv2d_7" [label="(24,)", style=solid]; -"88 conv2d_7_scale_0" -> "91 dequantize_per_channel_default_7" [label="(24,)", style=solid]; -"89 conv2d_7_zero_point_0" -> "91 dequantize_per_channel_default_7" [label="(24,)", style=solid]; -"90 _frozen_param7" -> "91 dequantize_per_channel_default_7" [label="(24, 72, 1, 1)", style=solid]; -"91 dequantize_per_channel_default_7" -> "92 conv2d_7" [label="(24, 72, 1, 1)", style=solid]; -"92 conv2d_7" -> "93 quantize_per_tensor_default_9" [label="(1, 24, 28, 28)", style=solid]; -"93 quantize_per_tensor_default_9" -> "94 dequantize_per_tensor_default_10" [label="(1, 24, 28, 28)", style=solid]; -"93 quantize_per_tensor_default_9" -> "95 dequantize_per_tensor_default_9" [label="(1, 24, 28, 28)", style=solid]; -"94 dequantize_per_tensor_default_10" -> "120 add_" [label="(1, 24, 28, 28)", style=solid]; -"95 dequantize_per_tensor_default_9" -> "101 conv2d_8" [label="(1, 24, 28, 28)", style=solid]; -"96 features_3_block_0_0_weight_bias" -> "101 conv2d_8" [label="(88,)", style=solid]; -"97 conv2d_8_scale_0" -> "100 dequantize_per_channel_default_8" [label="(88,)", style=solid]; -"98 conv2d_8_zero_point_0" -> "100 dequantize_per_channel_default_8" [label="(88,)", style=solid]; -"99 _frozen_param8" -> "100 dequantize_per_channel_default_8" [label="(88, 24, 1, 1)", style=solid]; -"100 dequantize_per_channel_default_8" -> "101 conv2d_8" [label="(88, 24, 1, 1)", style=solid]; -"101 conv2d_8" -> "102 relu__3" [label="(1, 88, 28, 28)", style=solid]; -"102 relu__3" -> "103 quantize_per_tensor_default_10" [label="(1, 88, 28, 28)", style=solid]; -"103 quantize_per_tensor_default_10" -> "104 dequantize_per_tensor_default_11" [label="(1, 88, 28, 28)", style=solid]; -"104 dequantize_per_tensor_default_11" -> "110 conv2d_9" [label="(1, 88, 28, 28)", style=solid]; -"105 features_3_block_1_0_weight_bias" -> "110 conv2d_9" [label="(88,)", style=solid]; -"106 conv2d_9_scale_0" -> "109 dequantize_per_channel_default_9" [label="(88,)", style=solid]; -"107 conv2d_9_zero_point_0" -> "109 dequantize_per_channel_default_9" [label="(88,)", style=solid]; -"108 _frozen_param9" -> "109 dequantize_per_channel_default_9" [label="(88, 1, 3, 3)", style=solid]; -"109 dequantize_per_channel_default_9" -> "110 conv2d_9" [label="(88, 1, 3, 3)", style=solid]; -"110 conv2d_9" -> "111 relu__4" [label="(1, 88, 28, 28)", style=solid]; -"111 relu__4" -> "112 quantize_per_tensor_default_11" [label="(1, 88, 28, 28)", style=solid]; -"112 quantize_per_tensor_default_11" -> "113 dequantize_per_tensor_default_12" [label="(1, 88, 28, 28)", style=solid]; -"113 dequantize_per_tensor_default_12" -> "119 conv2d_10" [label="(1, 88, 28, 28)", style=solid]; -"114 features_3_block_2_0_weight_bias" -> "119 conv2d_10" [label="(24,)", style=solid]; -"115 conv2d_10_scale_0" -> "118 dequantize_per_channel_default_10" [label="(24,)", style=solid]; -"116 conv2d_10_zero_point_0" -> "118 dequantize_per_channel_default_10" [label="(24,)", style=solid]; -"117 _frozen_param10" -> "118 dequantize_per_channel_default_10" [label="(24, 88, 1, 1)", style=solid]; -"118 dequantize_per_channel_default_10" -> "119 conv2d_10" [label="(24, 88, 1, 1)", style=solid]; -"119 conv2d_10" -> "120 add_" [label="(1, 24, 28, 28)", style=solid]; -"120 add_" -> "121 quantize_per_tensor_default_12" [label="(1, 24, 28, 28)", style=solid]; -"121 quantize_per_tensor_default_12" -> "122 dequantize_per_tensor_default_13" [label="(1, 24, 28, 28)", style=solid]; -"122 dequantize_per_tensor_default_13" -> "128 conv2d_11" [label="(1, 24, 28, 28)", style=solid]; -"123 features_4_block_0_0_weight_bias" -> "128 conv2d_11" [label="(96,)", style=solid]; -"124 conv2d_11_scale_0" -> "127 dequantize_per_channel_default_11" [label="(96,)", style=solid]; -"125 conv2d_11_zero_point_0" -> "127 dequantize_per_channel_default_11" [label="(96,)", style=solid]; -"126 _frozen_param11" -> "127 dequantize_per_channel_default_11" [label="(96, 24, 1, 1)", style=solid]; -"127 dequantize_per_channel_default_11" -> "128 conv2d_11" [label="(96, 24, 1, 1)", style=solid]; -"128 conv2d_11" -> "129 hardswish__1" [label="(1, 96, 28, 28)", style=solid]; -"129 hardswish__1" -> "130 quantize_per_tensor_default_13" [label="(1, 96, 28, 28)", style=solid]; -"130 quantize_per_tensor_default_13" -> "131 dequantize_per_tensor_default_14" [label="(1, 96, 28, 28)", style=solid]; -"131 dequantize_per_tensor_default_14" -> "137 conv2d_12" [label="(1, 96, 28, 28)", style=solid]; -"132 features_4_block_1_0_weight_bias" -> "137 conv2d_12" [label="(96,)", style=solid]; -"133 conv2d_12_scale_0" -> "136 dequantize_per_channel_default_12" [label="(96,)", style=solid]; -"134 conv2d_12_zero_point_0" -> "136 dequantize_per_channel_default_12" [label="(96,)", style=solid]; -"135 _frozen_param12" -> "136 dequantize_per_channel_default_12" [label="(96, 1, 5, 5)", style=solid]; -"136 dequantize_per_channel_default_12" -> "137 conv2d_12" [label="(96, 1, 5, 5)", style=solid]; -"137 conv2d_12" -> "138 hardswish__2" [label="(1, 96, 14, 14)", style=solid]; -"138 hardswish__2" -> "139 quantize_per_tensor_default_14" [label="(1, 96, 14, 14)", style=solid]; -"138 hardswish__2" -> "158 mul_1" [label="(1, 96, 14, 14)", style=solid]; -"139 quantize_per_tensor_default_14" -> "140 dequantize_per_tensor_default_15" [label="(1, 96, 14, 14)", style=solid]; -"140 dequantize_per_tensor_default_15" -> "141 adaptive_avg_pool2d_1" [label="(1, 96, 14, 14)", style=solid]; -"141 adaptive_avg_pool2d_1" -> "142 quantize_per_tensor_default_15" [label="(1, 96, 1, 1)", style=solid]; -"142 quantize_per_tensor_default_15" -> "143 dequantize_per_tensor_default_16" [label="(1, 96, 1, 1)", style=solid]; -"143 dequantize_per_tensor_default_16" -> "148 conv2d_13" [label="(1, 96, 1, 1)", style=solid]; -"144 conv2d_13_scale_0" -> "147 dequantize_per_channel_default_13" [label="(24,)", style=solid]; -"145 conv2d_13_zero_point_0" -> "147 dequantize_per_channel_default_13" [label="(24,)", style=solid]; -"146 _frozen_param13" -> "147 dequantize_per_channel_default_13" [label="(24, 96, 1, 1)", style=solid]; -"147 dequantize_per_channel_default_13" -> "148 conv2d_13" [label="(24, 96, 1, 1)", style=solid]; -"148 conv2d_13" -> "149 relu_1" [label="(1, 24, 1, 1)", style=solid]; -"149 relu_1" -> "150 quantize_per_tensor_default_16" [label="(1, 24, 1, 1)", style=solid]; -"150 quantize_per_tensor_default_16" -> "151 dequantize_per_tensor_default_17" [label="(1, 24, 1, 1)", style=solid]; -"151 dequantize_per_tensor_default_17" -> "156 conv2d_14" [label="(1, 24, 1, 1)", style=solid]; -"152 conv2d_14_scale_0" -> "155 dequantize_per_channel_default_14" [label="(96,)", style=solid]; -"153 conv2d_14_zero_point_0" -> "155 dequantize_per_channel_default_14" [label="(96,)", style=solid]; -"154 _frozen_param14" -> "155 dequantize_per_channel_default_14" [label="(96, 24, 1, 1)", style=solid]; -"155 dequantize_per_channel_default_14" -> "156 conv2d_14" [label="(96, 24, 1, 1)", style=solid]; -"156 conv2d_14" -> "157 hardsigmoid_1" [label="(1, 96, 1, 1)", style=solid]; -"157 hardsigmoid_1" -> "158 mul_1" [label="(1, 96, 1, 1)", style=solid]; -"158 mul_1" -> "159 quantize_per_tensor_default_17" [label="(1, 96, 14, 14)", style=solid]; -"159 quantize_per_tensor_default_17" -> "160 dequantize_per_tensor_default_18" [label="(1, 96, 14, 14)", style=solid]; -"160 dequantize_per_tensor_default_18" -> "166 conv2d_15" [label="(1, 96, 14, 14)", style=solid]; -"161 features_4_block_3_0_weight_bias" -> "166 conv2d_15" [label="(40,)", style=solid]; -"162 conv2d_15_scale_0" -> "165 dequantize_per_channel_default_15" [label="(40,)", style=solid]; -"163 conv2d_15_zero_point_0" -> "165 dequantize_per_channel_default_15" [label="(40,)", style=solid]; -"164 _frozen_param15" -> "165 dequantize_per_channel_default_15" [label="(40, 96, 1, 1)", style=solid]; -"165 dequantize_per_channel_default_15" -> "166 conv2d_15" [label="(40, 96, 1, 1)", style=solid]; -"166 conv2d_15" -> "167 quantize_per_tensor_default_18" [label="(1, 40, 14, 14)", style=solid]; -"167 quantize_per_tensor_default_18" -> "168 dequantize_per_tensor_default_20" [label="(1, 40, 14, 14)", style=solid]; -"167 quantize_per_tensor_default_18" -> "169 dequantize_per_tensor_default_19" [label="(1, 40, 14, 14)", style=solid]; -"168 dequantize_per_tensor_default_20" -> "214 add__1" [label="(1, 40, 14, 14)", style=solid]; -"169 dequantize_per_tensor_default_19" -> "175 conv2d_16" [label="(1, 40, 14, 14)", style=solid]; -"170 features_5_block_0_0_weight_bias" -> "175 conv2d_16" [label="(240,)", style=solid]; -"171 conv2d_16_scale_0" -> "174 dequantize_per_channel_default_16" [label="(240,)", style=solid]; -"172 conv2d_16_zero_point_0" -> "174 dequantize_per_channel_default_16" [label="(240,)", style=solid]; -"173 _frozen_param16" -> "174 dequantize_per_channel_default_16" [label="(240, 40, 1, 1)", style=solid]; -"174 dequantize_per_channel_default_16" -> "175 conv2d_16" [label="(240, 40, 1, 1)", style=solid]; -"175 conv2d_16" -> "176 hardswish__3" [label="(1, 240, 14, 14)", style=solid]; -"176 hardswish__3" -> "177 quantize_per_tensor_default_19" [label="(1, 240, 14, 14)", style=solid]; -"177 quantize_per_tensor_default_19" -> "178 dequantize_per_tensor_default_21" [label="(1, 240, 14, 14)", style=solid]; -"178 dequantize_per_tensor_default_21" -> "184 conv2d_17" [label="(1, 240, 14, 14)", style=solid]; -"179 features_5_block_1_0_weight_bias" -> "184 conv2d_17" [label="(240,)", style=solid]; -"180 conv2d_17_scale_0" -> "183 dequantize_per_channel_default_17" [label="(240,)", style=solid]; -"181 conv2d_17_zero_point_0" -> "183 dequantize_per_channel_default_17" [label="(240,)", style=solid]; -"182 _frozen_param17" -> "183 dequantize_per_channel_default_17" [label="(240, 1, 5, 5)", style=solid]; -"183 dequantize_per_channel_default_17" -> "184 conv2d_17" [label="(240, 1, 5, 5)", style=solid]; -"184 conv2d_17" -> "185 hardswish__4" [label="(1, 240, 14, 14)", style=solid]; -"185 hardswish__4" -> "186 quantize_per_tensor_default_20" [label="(1, 240, 14, 14)", style=solid]; -"185 hardswish__4" -> "205 mul_2" [label="(1, 240, 14, 14)", style=solid]; -"186 quantize_per_tensor_default_20" -> "187 dequantize_per_tensor_default_22" [label="(1, 240, 14, 14)", style=solid]; -"187 dequantize_per_tensor_default_22" -> "188 adaptive_avg_pool2d_2" [label="(1, 240, 14, 14)", style=solid]; -"188 adaptive_avg_pool2d_2" -> "189 quantize_per_tensor_default_21" [label="(1, 240, 1, 1)", style=solid]; -"189 quantize_per_tensor_default_21" -> "190 dequantize_per_tensor_default_23" [label="(1, 240, 1, 1)", style=solid]; -"190 dequantize_per_tensor_default_23" -> "195 conv2d_18" [label="(1, 240, 1, 1)", style=solid]; -"191 conv2d_18_scale_0" -> "194 dequantize_per_channel_default_18" [label="(64,)", style=solid]; -"192 conv2d_18_zero_point_0" -> "194 dequantize_per_channel_default_18" [label="(64,)", style=solid]; -"193 _frozen_param18" -> "194 dequantize_per_channel_default_18" [label="(64, 240, 1, 1)", style=solid]; -"194 dequantize_per_channel_default_18" -> "195 conv2d_18" [label="(64, 240, 1, 1)", style=solid]; -"195 conv2d_18" -> "196 relu_2" [label="(1, 64, 1, 1)", style=solid]; -"196 relu_2" -> "197 quantize_per_tensor_default_22" [label="(1, 64, 1, 1)", style=solid]; -"197 quantize_per_tensor_default_22" -> "198 dequantize_per_tensor_default_24" [label="(1, 64, 1, 1)", style=solid]; -"198 dequantize_per_tensor_default_24" -> "203 conv2d_19" [label="(1, 64, 1, 1)", style=solid]; -"199 conv2d_19_scale_0" -> "202 dequantize_per_channel_default_19" [label="(240,)", style=solid]; -"200 conv2d_19_zero_point_0" -> "202 dequantize_per_channel_default_19" [label="(240,)", style=solid]; -"201 _frozen_param19" -> "202 dequantize_per_channel_default_19" [label="(240, 64, 1, 1)", style=solid]; -"202 dequantize_per_channel_default_19" -> "203 conv2d_19" [label="(240, 64, 1, 1)", style=solid]; -"203 conv2d_19" -> "204 hardsigmoid_2" [label="(1, 240, 1, 1)", style=solid]; -"204 hardsigmoid_2" -> "205 mul_2" [label="(1, 240, 1, 1)", style=solid]; -"205 mul_2" -> "206 quantize_per_tensor_default_23" [label="(1, 240, 14, 14)", style=solid]; -"206 quantize_per_tensor_default_23" -> "207 dequantize_per_tensor_default_25" [label="(1, 240, 14, 14)", style=solid]; -"207 dequantize_per_tensor_default_25" -> "213 conv2d_20" [label="(1, 240, 14, 14)", style=solid]; -"208 features_5_block_3_0_weight_bias" -> "213 conv2d_20" [label="(40,)", style=solid]; -"209 conv2d_20_scale_0" -> "212 dequantize_per_channel_default_20" [label="(40,)", style=solid]; -"210 conv2d_20_zero_point_0" -> "212 dequantize_per_channel_default_20" [label="(40,)", style=solid]; -"211 _frozen_param20" -> "212 dequantize_per_channel_default_20" [label="(40, 240, 1, 1)", style=solid]; -"212 dequantize_per_channel_default_20" -> "213 conv2d_20" [label="(40, 240, 1, 1)", style=solid]; -"213 conv2d_20" -> "214 add__1" [label="(1, 40, 14, 14)", style=solid]; -"214 add__1" -> "215 quantize_per_tensor_default_24" [label="(1, 40, 14, 14)", style=solid]; -"215 quantize_per_tensor_default_24" -> "216 dequantize_per_tensor_default_27" [label="(1, 40, 14, 14)", style=solid]; -"215 quantize_per_tensor_default_24" -> "217 dequantize_per_tensor_default_26" [label="(1, 40, 14, 14)", style=solid]; -"216 dequantize_per_tensor_default_27" -> "262 add__2" [label="(1, 40, 14, 14)", style=solid]; -"217 dequantize_per_tensor_default_26" -> "223 conv2d_21" [label="(1, 40, 14, 14)", style=solid]; -"218 features_6_block_0_0_weight_bias" -> "223 conv2d_21" [label="(240,)", style=solid]; -"219 conv2d_21_scale_0" -> "222 dequantize_per_channel_default_21" [label="(240,)", style=solid]; -"220 conv2d_21_zero_point_0" -> "222 dequantize_per_channel_default_21" [label="(240,)", style=solid]; -"221 _frozen_param21" -> "222 dequantize_per_channel_default_21" [label="(240, 40, 1, 1)", style=solid]; -"222 dequantize_per_channel_default_21" -> "223 conv2d_21" [label="(240, 40, 1, 1)", style=solid]; -"223 conv2d_21" -> "224 hardswish__5" [label="(1, 240, 14, 14)", style=solid]; -"224 hardswish__5" -> "225 quantize_per_tensor_default_25" [label="(1, 240, 14, 14)", style=solid]; -"225 quantize_per_tensor_default_25" -> "226 dequantize_per_tensor_default_28" [label="(1, 240, 14, 14)", style=solid]; -"226 dequantize_per_tensor_default_28" -> "232 conv2d_22" [label="(1, 240, 14, 14)", style=solid]; -"227 features_6_block_1_0_weight_bias" -> "232 conv2d_22" [label="(240,)", style=solid]; -"228 conv2d_22_scale_0" -> "231 dequantize_per_channel_default_22" [label="(240,)", style=solid]; -"229 conv2d_22_zero_point_0" -> "231 dequantize_per_channel_default_22" [label="(240,)", style=solid]; -"230 _frozen_param22" -> "231 dequantize_per_channel_default_22" [label="(240, 1, 5, 5)", style=solid]; -"231 dequantize_per_channel_default_22" -> "232 conv2d_22" [label="(240, 1, 5, 5)", style=solid]; -"232 conv2d_22" -> "233 hardswish__6" [label="(1, 240, 14, 14)", style=solid]; -"233 hardswish__6" -> "234 quantize_per_tensor_default_26" [label="(1, 240, 14, 14)", style=solid]; -"233 hardswish__6" -> "253 mul_3" [label="(1, 240, 14, 14)", style=solid]; -"234 quantize_per_tensor_default_26" -> "235 dequantize_per_tensor_default_29" [label="(1, 240, 14, 14)", style=solid]; -"235 dequantize_per_tensor_default_29" -> "236 adaptive_avg_pool2d_3" [label="(1, 240, 14, 14)", style=solid]; -"236 adaptive_avg_pool2d_3" -> "237 quantize_per_tensor_default_27" [label="(1, 240, 1, 1)", style=solid]; -"237 quantize_per_tensor_default_27" -> "238 dequantize_per_tensor_default_30" [label="(1, 240, 1, 1)", style=solid]; -"238 dequantize_per_tensor_default_30" -> "243 conv2d_23" [label="(1, 240, 1, 1)", style=solid]; -"239 conv2d_23_scale_0" -> "242 dequantize_per_channel_default_23" [label="(64,)", style=solid]; -"240 conv2d_23_zero_point_0" -> "242 dequantize_per_channel_default_23" [label="(64,)", style=solid]; -"241 _frozen_param23" -> "242 dequantize_per_channel_default_23" [label="(64, 240, 1, 1)", style=solid]; -"242 dequantize_per_channel_default_23" -> "243 conv2d_23" [label="(64, 240, 1, 1)", style=solid]; -"243 conv2d_23" -> "244 relu_3" [label="(1, 64, 1, 1)", style=solid]; -"244 relu_3" -> "245 quantize_per_tensor_default_28" [label="(1, 64, 1, 1)", style=solid]; -"245 quantize_per_tensor_default_28" -> "246 dequantize_per_tensor_default_31" [label="(1, 64, 1, 1)", style=solid]; -"246 dequantize_per_tensor_default_31" -> "251 conv2d_24" [label="(1, 64, 1, 1)", style=solid]; -"247 conv2d_24_scale_0" -> "250 dequantize_per_channel_default_24" [label="(240,)", style=solid]; -"248 conv2d_24_zero_point_0" -> "250 dequantize_per_channel_default_24" [label="(240,)", style=solid]; -"249 _frozen_param24" -> "250 dequantize_per_channel_default_24" [label="(240, 64, 1, 1)", style=solid]; -"250 dequantize_per_channel_default_24" -> "251 conv2d_24" [label="(240, 64, 1, 1)", style=solid]; -"251 conv2d_24" -> "252 hardsigmoid_3" [label="(1, 240, 1, 1)", style=solid]; -"252 hardsigmoid_3" -> "253 mul_3" [label="(1, 240, 1, 1)", style=solid]; -"253 mul_3" -> "254 quantize_per_tensor_default_29" [label="(1, 240, 14, 14)", style=solid]; -"254 quantize_per_tensor_default_29" -> "255 dequantize_per_tensor_default_32" [label="(1, 240, 14, 14)", style=solid]; -"255 dequantize_per_tensor_default_32" -> "261 conv2d_25" [label="(1, 240, 14, 14)", style=solid]; -"256 features_6_block_3_0_weight_bias" -> "261 conv2d_25" [label="(40,)", style=solid]; -"257 conv2d_25_scale_0" -> "260 dequantize_per_channel_default_25" [label="(40,)", style=solid]; -"258 conv2d_25_zero_point_0" -> "260 dequantize_per_channel_default_25" [label="(40,)", style=solid]; -"259 _frozen_param25" -> "260 dequantize_per_channel_default_25" [label="(40, 240, 1, 1)", style=solid]; -"260 dequantize_per_channel_default_25" -> "261 conv2d_25" [label="(40, 240, 1, 1)", style=solid]; -"261 conv2d_25" -> "262 add__2" [label="(1, 40, 14, 14)", style=solid]; -"262 add__2" -> "263 quantize_per_tensor_default_30" [label="(1, 40, 14, 14)", style=solid]; -"263 quantize_per_tensor_default_30" -> "264 dequantize_per_tensor_default_33" [label="(1, 40, 14, 14)", style=solid]; -"264 dequantize_per_tensor_default_33" -> "270 conv2d_26" [label="(1, 40, 14, 14)", style=solid]; -"265 features_7_block_0_0_weight_bias" -> "270 conv2d_26" [label="(120,)", style=solid]; -"266 conv2d_26_scale_0" -> "269 dequantize_per_channel_default_26" [label="(120,)", style=solid]; -"267 conv2d_26_zero_point_0" -> "269 dequantize_per_channel_default_26" [label="(120,)", style=solid]; -"268 _frozen_param26" -> "269 dequantize_per_channel_default_26" [label="(120, 40, 1, 1)", style=solid]; -"269 dequantize_per_channel_default_26" -> "270 conv2d_26" [label="(120, 40, 1, 1)", style=solid]; -"270 conv2d_26" -> "271 hardswish__7" [label="(1, 120, 14, 14)", style=solid]; -"271 hardswish__7" -> "272 quantize_per_tensor_default_31" [label="(1, 120, 14, 14)", style=solid]; -"272 quantize_per_tensor_default_31" -> "273 dequantize_per_tensor_default_34" [label="(1, 120, 14, 14)", style=solid]; -"273 dequantize_per_tensor_default_34" -> "279 conv2d_27" [label="(1, 120, 14, 14)", style=solid]; -"274 features_7_block_1_0_weight_bias" -> "279 conv2d_27" [label="(120,)", style=solid]; -"275 conv2d_27_scale_0" -> "278 dequantize_per_channel_default_27" [label="(120,)", style=solid]; -"276 conv2d_27_zero_point_0" -> "278 dequantize_per_channel_default_27" [label="(120,)", style=solid]; -"277 _frozen_param27" -> "278 dequantize_per_channel_default_27" [label="(120, 1, 5, 5)", style=solid]; -"278 dequantize_per_channel_default_27" -> "279 conv2d_27" [label="(120, 1, 5, 5)", style=solid]; -"279 conv2d_27" -> "280 hardswish__8" [label="(1, 120, 14, 14)", style=solid]; -"280 hardswish__8" -> "281 quantize_per_tensor_default_32" [label="(1, 120, 14, 14)", style=solid]; -"280 hardswish__8" -> "300 mul_4" [label="(1, 120, 14, 14)", style=solid]; -"281 quantize_per_tensor_default_32" -> "282 dequantize_per_tensor_default_35" [label="(1, 120, 14, 14)", style=solid]; -"282 dequantize_per_tensor_default_35" -> "283 adaptive_avg_pool2d_4" [label="(1, 120, 14, 14)", style=solid]; -"283 adaptive_avg_pool2d_4" -> "284 quantize_per_tensor_default_33" [label="(1, 120, 1, 1)", style=solid]; -"284 quantize_per_tensor_default_33" -> "285 dequantize_per_tensor_default_36" [label="(1, 120, 1, 1)", style=solid]; -"285 dequantize_per_tensor_default_36" -> "290 conv2d_28" [label="(1, 120, 1, 1)", style=solid]; -"286 conv2d_28_scale_0" -> "289 dequantize_per_channel_default_28" [label="(32,)", style=solid]; -"287 conv2d_28_zero_point_0" -> "289 dequantize_per_channel_default_28" [label="(32,)", style=solid]; -"288 _frozen_param28" -> "289 dequantize_per_channel_default_28" [label="(32, 120, 1, 1)", style=solid]; -"289 dequantize_per_channel_default_28" -> "290 conv2d_28" [label="(32, 120, 1, 1)", style=solid]; -"290 conv2d_28" -> "291 relu_4" [label="(1, 32, 1, 1)", style=solid]; -"291 relu_4" -> "292 quantize_per_tensor_default_34" [label="(1, 32, 1, 1)", style=solid]; -"292 quantize_per_tensor_default_34" -> "293 dequantize_per_tensor_default_37" [label="(1, 32, 1, 1)", style=solid]; -"293 dequantize_per_tensor_default_37" -> "298 conv2d_29" [label="(1, 32, 1, 1)", style=solid]; -"294 conv2d_29_scale_0" -> "297 dequantize_per_channel_default_29" [label="(120,)", style=solid]; -"295 conv2d_29_zero_point_0" -> "297 dequantize_per_channel_default_29" [label="(120,)", style=solid]; -"296 _frozen_param29" -> "297 dequantize_per_channel_default_29" [label="(120, 32, 1, 1)", style=solid]; -"297 dequantize_per_channel_default_29" -> "298 conv2d_29" [label="(120, 32, 1, 1)", style=solid]; -"298 conv2d_29" -> "299 hardsigmoid_4" [label="(1, 120, 1, 1)", style=solid]; -"299 hardsigmoid_4" -> "300 mul_4" [label="(1, 120, 1, 1)", style=solid]; -"300 mul_4" -> "301 quantize_per_tensor_default_35" [label="(1, 120, 14, 14)", style=solid]; -"301 quantize_per_tensor_default_35" -> "302 dequantize_per_tensor_default_38" [label="(1, 120, 14, 14)", style=solid]; -"302 dequantize_per_tensor_default_38" -> "308 conv2d_30" [label="(1, 120, 14, 14)", style=solid]; -"303 features_7_block_3_0_weight_bias" -> "308 conv2d_30" [label="(48,)", style=solid]; -"304 conv2d_30_scale_0" -> "307 dequantize_per_channel_default_30" [label="(48,)", style=solid]; -"305 conv2d_30_zero_point_0" -> "307 dequantize_per_channel_default_30" [label="(48,)", style=solid]; -"306 _frozen_param30" -> "307 dequantize_per_channel_default_30" [label="(48, 120, 1, 1)", style=solid]; -"307 dequantize_per_channel_default_30" -> "308 conv2d_30" [label="(48, 120, 1, 1)", style=solid]; -"308 conv2d_30" -> "309 quantize_per_tensor_default_36" [label="(1, 48, 14, 14)", style=solid]; -"309 quantize_per_tensor_default_36" -> "310 dequantize_per_tensor_default_40" [label="(1, 48, 14, 14)", style=solid]; -"309 quantize_per_tensor_default_36" -> "311 dequantize_per_tensor_default_39" [label="(1, 48, 14, 14)", style=solid]; -"310 dequantize_per_tensor_default_40" -> "356 add__3" [label="(1, 48, 14, 14)", style=solid]; -"311 dequantize_per_tensor_default_39" -> "317 conv2d_31" [label="(1, 48, 14, 14)", style=solid]; -"312 features_8_block_0_0_weight_bias" -> "317 conv2d_31" [label="(144,)", style=solid]; -"313 conv2d_31_scale_0" -> "316 dequantize_per_channel_default_31" [label="(144,)", style=solid]; -"314 conv2d_31_zero_point_0" -> "316 dequantize_per_channel_default_31" [label="(144,)", style=solid]; -"315 _frozen_param31" -> "316 dequantize_per_channel_default_31" [label="(144, 48, 1, 1)", style=solid]; -"316 dequantize_per_channel_default_31" -> "317 conv2d_31" [label="(144, 48, 1, 1)", style=solid]; -"317 conv2d_31" -> "318 hardswish__9" [label="(1, 144, 14, 14)", style=solid]; -"318 hardswish__9" -> "319 quantize_per_tensor_default_37" [label="(1, 144, 14, 14)", style=solid]; -"319 quantize_per_tensor_default_37" -> "320 dequantize_per_tensor_default_41" [label="(1, 144, 14, 14)", style=solid]; -"320 dequantize_per_tensor_default_41" -> "326 conv2d_32" [label="(1, 144, 14, 14)", style=solid]; -"321 features_8_block_1_0_weight_bias" -> "326 conv2d_32" [label="(144,)", style=solid]; -"322 conv2d_32_scale_0" -> "325 dequantize_per_channel_default_32" [label="(144,)", style=solid]; -"323 conv2d_32_zero_point_0" -> "325 dequantize_per_channel_default_32" [label="(144,)", style=solid]; -"324 _frozen_param32" -> "325 dequantize_per_channel_default_32" [label="(144, 1, 5, 5)", style=solid]; -"325 dequantize_per_channel_default_32" -> "326 conv2d_32" [label="(144, 1, 5, 5)", style=solid]; -"326 conv2d_32" -> "327 hardswish__10" [label="(1, 144, 14, 14)", style=solid]; -"327 hardswish__10" -> "328 quantize_per_tensor_default_38" [label="(1, 144, 14, 14)", style=solid]; -"327 hardswish__10" -> "347 mul_5" [label="(1, 144, 14, 14)", style=solid]; -"328 quantize_per_tensor_default_38" -> "329 dequantize_per_tensor_default_42" [label="(1, 144, 14, 14)", style=solid]; -"329 dequantize_per_tensor_default_42" -> "330 adaptive_avg_pool2d_5" [label="(1, 144, 14, 14)", style=solid]; -"330 adaptive_avg_pool2d_5" -> "331 quantize_per_tensor_default_39" [label="(1, 144, 1, 1)", style=solid]; -"331 quantize_per_tensor_default_39" -> "332 dequantize_per_tensor_default_43" [label="(1, 144, 1, 1)", style=solid]; -"332 dequantize_per_tensor_default_43" -> "337 conv2d_33" [label="(1, 144, 1, 1)", style=solid]; -"333 conv2d_33_scale_0" -> "336 dequantize_per_channel_default_33" [label="(40,)", style=solid]; -"334 conv2d_33_zero_point_0" -> "336 dequantize_per_channel_default_33" [label="(40,)", style=solid]; -"335 _frozen_param33" -> "336 dequantize_per_channel_default_33" [label="(40, 144, 1, 1)", style=solid]; -"336 dequantize_per_channel_default_33" -> "337 conv2d_33" [label="(40, 144, 1, 1)", style=solid]; -"337 conv2d_33" -> "338 relu_5" [label="(1, 40, 1, 1)", style=solid]; -"338 relu_5" -> "339 quantize_per_tensor_default_40" [label="(1, 40, 1, 1)", style=solid]; -"339 quantize_per_tensor_default_40" -> "340 dequantize_per_tensor_default_44" [label="(1, 40, 1, 1)", style=solid]; -"340 dequantize_per_tensor_default_44" -> "345 conv2d_34" [label="(1, 40, 1, 1)", style=solid]; -"341 conv2d_34_scale_0" -> "344 dequantize_per_channel_default_34" [label="(144,)", style=solid]; -"342 conv2d_34_zero_point_0" -> "344 dequantize_per_channel_default_34" [label="(144,)", style=solid]; -"343 _frozen_param34" -> "344 dequantize_per_channel_default_34" [label="(144, 40, 1, 1)", style=solid]; -"344 dequantize_per_channel_default_34" -> "345 conv2d_34" [label="(144, 40, 1, 1)", style=solid]; -"345 conv2d_34" -> "346 hardsigmoid_5" [label="(1, 144, 1, 1)", style=solid]; -"346 hardsigmoid_5" -> "347 mul_5" [label="(1, 144, 1, 1)", style=solid]; -"347 mul_5" -> "348 quantize_per_tensor_default_41" [label="(1, 144, 14, 14)", style=solid]; -"348 quantize_per_tensor_default_41" -> "349 dequantize_per_tensor_default_45" [label="(1, 144, 14, 14)", style=solid]; -"349 dequantize_per_tensor_default_45" -> "355 conv2d_35" [label="(1, 144, 14, 14)", style=solid]; -"350 features_8_block_3_0_weight_bias" -> "355 conv2d_35" [label="(48,)", style=solid]; -"351 conv2d_35_scale_0" -> "354 dequantize_per_channel_default_35" [label="(48,)", style=solid]; -"352 conv2d_35_zero_point_0" -> "354 dequantize_per_channel_default_35" [label="(48,)", style=solid]; -"353 _frozen_param35" -> "354 dequantize_per_channel_default_35" [label="(48, 144, 1, 1)", style=solid]; -"354 dequantize_per_channel_default_35" -> "355 conv2d_35" [label="(48, 144, 1, 1)", style=solid]; -"355 conv2d_35" -> "356 add__3" [label="(1, 48, 14, 14)", style=solid]; -"356 add__3" -> "357 quantize_per_tensor_default_42" [label="(1, 48, 14, 14)", style=solid]; -"357 quantize_per_tensor_default_42" -> "358 dequantize_per_tensor_default_46" [label="(1, 48, 14, 14)", style=solid]; -"358 dequantize_per_tensor_default_46" -> "364 conv2d_36" [label="(1, 48, 14, 14)", style=solid]; -"359 features_9_block_0_0_weight_bias" -> "364 conv2d_36" [label="(288,)", style=solid]; -"360 conv2d_36_scale_0" -> "363 dequantize_per_channel_default_36" [label="(288,)", style=solid]; -"361 conv2d_36_zero_point_0" -> "363 dequantize_per_channel_default_36" [label="(288,)", style=solid]; -"362 _frozen_param36" -> "363 dequantize_per_channel_default_36" [label="(288, 48, 1, 1)", style=solid]; -"363 dequantize_per_channel_default_36" -> "364 conv2d_36" [label="(288, 48, 1, 1)", style=solid]; -"364 conv2d_36" -> "365 hardswish__11" [label="(1, 288, 14, 14)", style=solid]; -"365 hardswish__11" -> "366 quantize_per_tensor_default_43" [label="(1, 288, 14, 14)", style=solid]; -"366 quantize_per_tensor_default_43" -> "367 dequantize_per_tensor_default_47" [label="(1, 288, 14, 14)", style=solid]; -"367 dequantize_per_tensor_default_47" -> "373 conv2d_37" [label="(1, 288, 14, 14)", style=solid]; -"368 features_9_block_1_0_weight_bias" -> "373 conv2d_37" [label="(288,)", style=solid]; -"369 conv2d_37_scale_0" -> "372 dequantize_per_channel_default_37" [label="(288,)", style=solid]; -"370 conv2d_37_zero_point_0" -> "372 dequantize_per_channel_default_37" [label="(288,)", style=solid]; -"371 _frozen_param37" -> "372 dequantize_per_channel_default_37" [label="(288, 1, 5, 5)", style=solid]; -"372 dequantize_per_channel_default_37" -> "373 conv2d_37" [label="(288, 1, 5, 5)", style=solid]; -"373 conv2d_37" -> "374 hardswish__12" [label="(1, 288, 7, 7)", style=solid]; -"374 hardswish__12" -> "375 quantize_per_tensor_default_44" [label="(1, 288, 7, 7)", style=solid]; -"374 hardswish__12" -> "394 mul_6" [label="(1, 288, 7, 7)", style=solid]; -"375 quantize_per_tensor_default_44" -> "376 dequantize_per_tensor_default_48" [label="(1, 288, 7, 7)", style=solid]; -"376 dequantize_per_tensor_default_48" -> "377 adaptive_avg_pool2d_6" [label="(1, 288, 7, 7)", style=solid]; -"377 adaptive_avg_pool2d_6" -> "378 quantize_per_tensor_default_45" [label="(1, 288, 1, 1)", style=solid]; -"378 quantize_per_tensor_default_45" -> "379 dequantize_per_tensor_default_49" [label="(1, 288, 1, 1)", style=solid]; -"379 dequantize_per_tensor_default_49" -> "384 conv2d_38" [label="(1, 288, 1, 1)", style=solid]; -"380 conv2d_38_scale_0" -> "383 dequantize_per_channel_default_38" [label="(72,)", style=solid]; -"381 conv2d_38_zero_point_0" -> "383 dequantize_per_channel_default_38" [label="(72,)", style=solid]; -"382 _frozen_param38" -> "383 dequantize_per_channel_default_38" [label="(72, 288, 1, 1)", style=solid]; -"383 dequantize_per_channel_default_38" -> "384 conv2d_38" [label="(72, 288, 1, 1)", style=solid]; -"384 conv2d_38" -> "385 relu_6" [label="(1, 72, 1, 1)", style=solid]; -"385 relu_6" -> "386 quantize_per_tensor_default_46" [label="(1, 72, 1, 1)", style=solid]; -"386 quantize_per_tensor_default_46" -> "387 dequantize_per_tensor_default_50" [label="(1, 72, 1, 1)", style=solid]; -"387 dequantize_per_tensor_default_50" -> "392 conv2d_39" [label="(1, 72, 1, 1)", style=solid]; -"388 conv2d_39_scale_0" -> "391 dequantize_per_channel_default_39" [label="(288,)", style=solid]; -"389 conv2d_39_zero_point_0" -> "391 dequantize_per_channel_default_39" [label="(288,)", style=solid]; -"390 _frozen_param39" -> "391 dequantize_per_channel_default_39" [label="(288, 72, 1, 1)", style=solid]; -"391 dequantize_per_channel_default_39" -> "392 conv2d_39" [label="(288, 72, 1, 1)", style=solid]; -"392 conv2d_39" -> "393 hardsigmoid_6" [label="(1, 288, 1, 1)", style=solid]; -"393 hardsigmoid_6" -> "394 mul_6" [label="(1, 288, 1, 1)", style=solid]; -"394 mul_6" -> "395 quantize_per_tensor_default_47" [label="(1, 288, 7, 7)", style=solid]; -"395 quantize_per_tensor_default_47" -> "396 dequantize_per_tensor_default_51" [label="(1, 288, 7, 7)", style=solid]; -"396 dequantize_per_tensor_default_51" -> "402 conv2d_40" [label="(1, 288, 7, 7)", style=solid]; -"397 features_9_block_3_0_weight_bias" -> "402 conv2d_40" [label="(96,)", style=solid]; -"398 conv2d_40_scale_0" -> "401 dequantize_per_channel_default_40" [label="(96,)", style=solid]; -"399 conv2d_40_zero_point_0" -> "401 dequantize_per_channel_default_40" [label="(96,)", style=solid]; -"400 _frozen_param40" -> "401 dequantize_per_channel_default_40" [label="(96, 288, 1, 1)", style=solid]; -"401 dequantize_per_channel_default_40" -> "402 conv2d_40" [label="(96, 288, 1, 1)", style=solid]; -"402 conv2d_40" -> "403 quantize_per_tensor_default_48" [label="(1, 96, 7, 7)", style=solid]; -"403 quantize_per_tensor_default_48" -> "404 dequantize_per_tensor_default_53" [label="(1, 96, 7, 7)", style=solid]; -"403 quantize_per_tensor_default_48" -> "405 dequantize_per_tensor_default_52" [label="(1, 96, 7, 7)", style=solid]; -"404 dequantize_per_tensor_default_53" -> "450 add__4" [label="(1, 96, 7, 7)", style=solid]; -"405 dequantize_per_tensor_default_52" -> "411 conv2d_41" [label="(1, 96, 7, 7)", style=solid]; -"406 features_10_block_0_0_weight_bias" -> "411 conv2d_41" [label="(576,)", style=solid]; -"407 conv2d_41_scale_0" -> "410 dequantize_per_channel_default_41" [label="(576,)", style=solid]; -"408 conv2d_41_zero_point_0" -> "410 dequantize_per_channel_default_41" [label="(576,)", style=solid]; -"409 _frozen_param41" -> "410 dequantize_per_channel_default_41" [label="(576, 96, 1, 1)", style=solid]; -"410 dequantize_per_channel_default_41" -> "411 conv2d_41" [label="(576, 96, 1, 1)", style=solid]; -"411 conv2d_41" -> "412 hardswish__13" [label="(1, 576, 7, 7)", style=solid]; -"412 hardswish__13" -> "413 quantize_per_tensor_default_49" [label="(1, 576, 7, 7)", style=solid]; -"413 quantize_per_tensor_default_49" -> "414 dequantize_per_tensor_default_54" [label="(1, 576, 7, 7)", style=solid]; -"414 dequantize_per_tensor_default_54" -> "420 conv2d_42" [label="(1, 576, 7, 7)", style=solid]; -"415 features_10_block_1_0_weight_bias" -> "420 conv2d_42" [label="(576,)", style=solid]; -"416 conv2d_42_scale_0" -> "419 dequantize_per_channel_default_42" [label="(576,)", style=solid]; -"417 conv2d_42_zero_point_0" -> "419 dequantize_per_channel_default_42" [label="(576,)", style=solid]; -"418 _frozen_param42" -> "419 dequantize_per_channel_default_42" [label="(576, 1, 5, 5)", style=solid]; -"419 dequantize_per_channel_default_42" -> "420 conv2d_42" [label="(576, 1, 5, 5)", style=solid]; -"420 conv2d_42" -> "421 hardswish__14" [label="(1, 576, 7, 7)", style=solid]; -"421 hardswish__14" -> "422 quantize_per_tensor_default_50" [label="(1, 576, 7, 7)", style=solid]; -"421 hardswish__14" -> "441 mul_7" [label="(1, 576, 7, 7)", style=solid]; -"422 quantize_per_tensor_default_50" -> "423 dequantize_per_tensor_default_55" [label="(1, 576, 7, 7)", style=solid]; -"423 dequantize_per_tensor_default_55" -> "424 adaptive_avg_pool2d_7" [label="(1, 576, 7, 7)", style=solid]; -"424 adaptive_avg_pool2d_7" -> "425 quantize_per_tensor_default_51" [label="(1, 576, 1, 1)", style=solid]; -"425 quantize_per_tensor_default_51" -> "426 dequantize_per_tensor_default_56" [label="(1, 576, 1, 1)", style=solid]; -"426 dequantize_per_tensor_default_56" -> "431 conv2d_43" [label="(1, 576, 1, 1)", style=solid]; -"427 conv2d_43_scale_0" -> "430 dequantize_per_channel_default_43" [label="(144,)", style=solid]; -"428 conv2d_43_zero_point_0" -> "430 dequantize_per_channel_default_43" [label="(144,)", style=solid]; -"429 _frozen_param43" -> "430 dequantize_per_channel_default_43" [label="(144, 576, 1, 1)", style=solid]; -"430 dequantize_per_channel_default_43" -> "431 conv2d_43" [label="(144, 576, 1, 1)", style=solid]; -"431 conv2d_43" -> "432 relu_7" [label="(1, 144, 1, 1)", style=solid]; -"432 relu_7" -> "433 quantize_per_tensor_default_52" [label="(1, 144, 1, 1)", style=solid]; -"433 quantize_per_tensor_default_52" -> "434 dequantize_per_tensor_default_57" [label="(1, 144, 1, 1)", style=solid]; -"434 dequantize_per_tensor_default_57" -> "439 conv2d_44" [label="(1, 144, 1, 1)", style=solid]; -"435 conv2d_44_scale_0" -> "438 dequantize_per_channel_default_44" [label="(576,)", style=solid]; -"436 conv2d_44_zero_point_0" -> "438 dequantize_per_channel_default_44" [label="(576,)", style=solid]; -"437 _frozen_param44" -> "438 dequantize_per_channel_default_44" [label="(576, 144, 1, 1)", style=solid]; -"438 dequantize_per_channel_default_44" -> "439 conv2d_44" [label="(576, 144, 1, 1)", style=solid]; -"439 conv2d_44" -> "440 hardsigmoid_7" [label="(1, 576, 1, 1)", style=solid]; -"440 hardsigmoid_7" -> "441 mul_7" [label="(1, 576, 1, 1)", style=solid]; -"441 mul_7" -> "442 quantize_per_tensor_default_53" [label="(1, 576, 7, 7)", style=solid]; -"442 quantize_per_tensor_default_53" -> "443 dequantize_per_tensor_default_58" [label="(1, 576, 7, 7)", style=solid]; -"443 dequantize_per_tensor_default_58" -> "449 conv2d_45" [label="(1, 576, 7, 7)", style=solid]; -"444 features_10_block_3_0_weight_bias" -> "449 conv2d_45" [label="(96,)", style=solid]; -"445 conv2d_45_scale_0" -> "448 dequantize_per_channel_default_45" [label="(96,)", style=solid]; -"446 conv2d_45_zero_point_0" -> "448 dequantize_per_channel_default_45" [label="(96,)", style=solid]; -"447 _frozen_param45" -> "448 dequantize_per_channel_default_45" [label="(96, 576, 1, 1)", style=solid]; -"448 dequantize_per_channel_default_45" -> "449 conv2d_45" [label="(96, 576, 1, 1)", style=solid]; -"449 conv2d_45" -> "450 add__4" [label="(1, 96, 7, 7)", style=solid]; -"450 add__4" -> "451 quantize_per_tensor_default_54" [label="(1, 96, 7, 7)", style=solid]; -"451 quantize_per_tensor_default_54" -> "452 dequantize_per_tensor_default_60" [label="(1, 96, 7, 7)", style=solid]; -"451 quantize_per_tensor_default_54" -> "453 dequantize_per_tensor_default_59" [label="(1, 96, 7, 7)", style=solid]; -"452 dequantize_per_tensor_default_60" -> "498 add__5" [label="(1, 96, 7, 7)", style=solid]; -"453 dequantize_per_tensor_default_59" -> "459 conv2d_46" [label="(1, 96, 7, 7)", style=solid]; -"454 features_11_block_0_0_weight_bias" -> "459 conv2d_46" [label="(576,)", style=solid]; -"455 conv2d_46_scale_0" -> "458 dequantize_per_channel_default_46" [label="(576,)", style=solid]; -"456 conv2d_46_zero_point_0" -> "458 dequantize_per_channel_default_46" [label="(576,)", style=solid]; -"457 _frozen_param46" -> "458 dequantize_per_channel_default_46" [label="(576, 96, 1, 1)", style=solid]; -"458 dequantize_per_channel_default_46" -> "459 conv2d_46" [label="(576, 96, 1, 1)", style=solid]; -"459 conv2d_46" -> "460 hardswish__15" [label="(1, 576, 7, 7)", style=solid]; -"460 hardswish__15" -> "461 quantize_per_tensor_default_55" [label="(1, 576, 7, 7)", style=solid]; -"461 quantize_per_tensor_default_55" -> "462 dequantize_per_tensor_default_61" [label="(1, 576, 7, 7)", style=solid]; -"462 dequantize_per_tensor_default_61" -> "468 conv2d_47" [label="(1, 576, 7, 7)", style=solid]; -"463 features_11_block_1_0_weight_bias" -> "468 conv2d_47" [label="(576,)", style=solid]; -"464 conv2d_47_scale_0" -> "467 dequantize_per_channel_default_47" [label="(576,)", style=solid]; -"465 conv2d_47_zero_point_0" -> "467 dequantize_per_channel_default_47" [label="(576,)", style=solid]; -"466 _frozen_param47" -> "467 dequantize_per_channel_default_47" [label="(576, 1, 5, 5)", style=solid]; -"467 dequantize_per_channel_default_47" -> "468 conv2d_47" [label="(576, 1, 5, 5)", style=solid]; -"468 conv2d_47" -> "469 hardswish__16" [label="(1, 576, 7, 7)", style=solid]; -"469 hardswish__16" -> "470 quantize_per_tensor_default_56" [label="(1, 576, 7, 7)", style=solid]; -"469 hardswish__16" -> "489 mul_8" [label="(1, 576, 7, 7)", style=solid]; -"470 quantize_per_tensor_default_56" -> "471 dequantize_per_tensor_default_62" [label="(1, 576, 7, 7)", style=solid]; -"471 dequantize_per_tensor_default_62" -> "472 adaptive_avg_pool2d_8" [label="(1, 576, 7, 7)", style=solid]; -"472 adaptive_avg_pool2d_8" -> "473 quantize_per_tensor_default_57" [label="(1, 576, 1, 1)", style=solid]; -"473 quantize_per_tensor_default_57" -> "474 dequantize_per_tensor_default_63" [label="(1, 576, 1, 1)", style=solid]; -"474 dequantize_per_tensor_default_63" -> "479 conv2d_48" [label="(1, 576, 1, 1)", style=solid]; -"475 conv2d_48_scale_0" -> "478 dequantize_per_channel_default_48" [label="(144,)", style=solid]; -"476 conv2d_48_zero_point_0" -> "478 dequantize_per_channel_default_48" [label="(144,)", style=solid]; -"477 _frozen_param48" -> "478 dequantize_per_channel_default_48" [label="(144, 576, 1, 1)", style=solid]; -"478 dequantize_per_channel_default_48" -> "479 conv2d_48" [label="(144, 576, 1, 1)", style=solid]; -"479 conv2d_48" -> "480 relu_8" [label="(1, 144, 1, 1)", style=solid]; -"480 relu_8" -> "481 quantize_per_tensor_default_58" [label="(1, 144, 1, 1)", style=solid]; -"481 quantize_per_tensor_default_58" -> "482 dequantize_per_tensor_default_64" [label="(1, 144, 1, 1)", style=solid]; -"482 dequantize_per_tensor_default_64" -> "487 conv2d_49" [label="(1, 144, 1, 1)", style=solid]; -"483 conv2d_49_scale_0" -> "486 dequantize_per_channel_default_49" [label="(576,)", style=solid]; -"484 conv2d_49_zero_point_0" -> "486 dequantize_per_channel_default_49" [label="(576,)", style=solid]; -"485 _frozen_param49" -> "486 dequantize_per_channel_default_49" [label="(576, 144, 1, 1)", style=solid]; -"486 dequantize_per_channel_default_49" -> "487 conv2d_49" [label="(576, 144, 1, 1)", style=solid]; -"487 conv2d_49" -> "488 hardsigmoid_8" [label="(1, 576, 1, 1)", style=solid]; -"488 hardsigmoid_8" -> "489 mul_8" [label="(1, 576, 1, 1)", style=solid]; -"489 mul_8" -> "490 quantize_per_tensor_default_59" [label="(1, 576, 7, 7)", style=solid]; -"490 quantize_per_tensor_default_59" -> "491 dequantize_per_tensor_default_65" [label="(1, 576, 7, 7)", style=solid]; -"491 dequantize_per_tensor_default_65" -> "497 conv2d_50" [label="(1, 576, 7, 7)", style=solid]; -"492 features_11_block_3_0_weight_bias" -> "497 conv2d_50" [label="(96,)", style=solid]; -"493 conv2d_50_scale_0" -> "496 dequantize_per_channel_default_50" [label="(96,)", style=solid]; -"494 conv2d_50_zero_point_0" -> "496 dequantize_per_channel_default_50" [label="(96,)", style=solid]; -"495 _frozen_param50" -> "496 dequantize_per_channel_default_50" [label="(96, 576, 1, 1)", style=solid]; -"496 dequantize_per_channel_default_50" -> "497 conv2d_50" [label="(96, 576, 1, 1)", style=solid]; -"497 conv2d_50" -> "498 add__5" [label="(1, 96, 7, 7)", style=solid]; -"498 add__5" -> "499 quantize_per_tensor_default_60" [label="(1, 96, 7, 7)", style=solid]; -"499 quantize_per_tensor_default_60" -> "500 dequantize_per_tensor_default_66" [label="(1, 96, 7, 7)", style=solid]; -"500 dequantize_per_tensor_default_66" -> "506 conv2d_51" [label="(1, 96, 7, 7)", style=solid]; -"501 features_12_0_weight_bias" -> "506 conv2d_51" [label="(576,)", style=solid]; -"502 conv2d_51_scale_0" -> "505 dequantize_per_channel_default_51" [label="(576,)", style=solid]; -"503 conv2d_51_zero_point_0" -> "505 dequantize_per_channel_default_51" [label="(576,)", style=solid]; -"504 _frozen_param51" -> "505 dequantize_per_channel_default_51" [label="(576, 96, 1, 1)", style=solid]; -"505 dequantize_per_channel_default_51" -> "506 conv2d_51" [label="(576, 96, 1, 1)", style=solid]; -"506 conv2d_51" -> "507 hardswish__17" [label="(1, 576, 7, 7)", style=solid]; -"507 hardswish__17" -> "508 quantize_per_tensor_default_61" [label="(1, 576, 7, 7)", style=solid]; -"508 quantize_per_tensor_default_61" -> "509 dequantize_per_tensor_default_67" [label="(1, 576, 7, 7)", style=solid]; -"509 dequantize_per_tensor_default_67" -> "510 adaptive_avg_pool2d_9" [label="(1, 576, 7, 7)", style=solid]; -"510 adaptive_avg_pool2d_9" -> "511 quantize_per_tensor_default_62" [label="(1, 576, 1, 1)", style=solid]; -"511 quantize_per_tensor_default_62" -> "512 dequantize_per_tensor_default_68" [label="(1, 576, 1, 1)", style=solid]; -"512 dequantize_per_tensor_default_68" -> "513 flatten" [label="(1, 576, 1, 1)", style=solid]; -"513 flatten" -> "514 quantize_per_tensor_default_63" [label="(1, 576)", style=solid]; -"514 quantize_per_tensor_default_63" -> "515 dequantize_per_tensor_default_69" [label="(1, 576)", style=solid]; -"515 dequantize_per_tensor_default_69" -> "520 linear" [label="(1, 576)", style=solid]; -"516 linear_scale_0" -> "519 dequantize_per_channel_default_52" [label="(1024,)", style=solid]; -"517 linear_zero_point_0" -> "519 dequantize_per_channel_default_52" [label="(1024,)", style=solid]; -"518 _frozen_param52" -> "519 dequantize_per_channel_default_52" [label="(1024, 576)", style=solid]; -"519 dequantize_per_channel_default_52" -> "520 linear" [label="(1024, 576)", style=solid]; -"520 linear" -> "521 hardswish__18" [label="(1, 1024)", style=solid]; -"521 hardswish__18" -> "522 dropout_" [label="(1, 1024)", style=solid]; -"522 dropout_" -> "523 quantize_per_tensor_default_64" [label="(1, 1024)", style=solid]; -"523 quantize_per_tensor_default_64" -> "524 dequantize_per_tensor_default_70" [label="(1, 1024)", style=solid]; -"524 dequantize_per_tensor_default_70" -> "529 linear_1" [label="(1, 1024)", style=solid]; -"525 linear_1_scale_0" -> "528 dequantize_per_channel_default_53" [label="(1000,)", style=solid]; -"526 linear_1_zero_point_0" -> "528 dequantize_per_channel_default_53" [label="(1000,)", style=solid]; -"527 _frozen_param53" -> "528 dequantize_per_channel_default_53" [label="(1000, 1024)", style=solid]; -"528 dequantize_per_channel_default_53" -> "529 linear_1" [label="(1000, 1024)", style=solid]; -"529 linear_1" -> "530 output" [label="(1, 1000)", style=solid]; +"93 quantize_per_tensor_26" [id=93, type="quantize_per_tensor"]; +"94 dequantize_per_tensor_27" [id=94, type="dequantize_per_tensor"]; +"95 features_3_block_0_0_weight_bias" [id=95, type="get_attr"]; +"96 conv2d_8_scale_0" [id=96, type="get_attr"]; +"97 conv2d_8_zero_point_0" [id=97, type="get_attr"]; +"98 _frozen_param8" [id=98, type="get_attr"]; +"99 dequantize_per_channel_28" [id=99, type="dequantize_per_channel"]; +"100 conv2d_8" [id=100, type=conv2d]; +"101 relu__3" [id=101, type="relu_"]; +"102 quantize_per_tensor_29" [id=102, type="quantize_per_tensor"]; +"103 dequantize_per_tensor_30" [id=103, type="dequantize_per_tensor"]; +"104 features_3_block_1_0_weight_bias" [id=104, type="get_attr"]; +"105 conv2d_9_scale_0" [id=105, type="get_attr"]; +"106 conv2d_9_zero_point_0" [id=106, type="get_attr"]; +"107 _frozen_param9" [id=107, type="get_attr"]; +"108 dequantize_per_channel_31" [id=108, type="dequantize_per_channel"]; 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+"470 conv2d_48_zero_point_0" -> "472 dequantize_per_channel_164" [style=solid, label="(144,)"]; +"471 _frozen_param48" -> "472 dequantize_per_channel_164" [style=solid, label="(144, 576, 1, 1)"]; +"472 dequantize_per_channel_164" -> "473 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; +"473 conv2d_48" -> "474 relu_8" [style=solid, label="(1, 144, 1, 1)"]; +"474 relu_8" -> "475 quantize_per_tensor_165" [style=solid, label="(1, 144, 1, 1)"]; +"475 quantize_per_tensor_165" -> "476 dequantize_per_tensor_166" [style=solid, label="(1, 144, 1, 1)"]; +"476 dequantize_per_tensor_166" -> "481 conv2d_49" [style=solid, label="(1, 144, 1, 1)"]; +"477 conv2d_49_scale_0" -> "480 dequantize_per_channel_167" [style=solid, label="(576,)"]; +"478 conv2d_49_zero_point_0" -> "480 dequantize_per_channel_167" [style=solid, label="(576,)"]; +"479 _frozen_param49" -> "480 dequantize_per_channel_167" [style=solid, label="(576, 144, 1, 1)"]; +"480 dequantize_per_channel_167" -> "481 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; +"481 conv2d_49" -> "482 hardsigmoid_8" [style=solid, label="(1, 576, 1, 1)"]; +"482 hardsigmoid_8" -> "483 mul_8" [style=solid, label="(1, 576, 1, 1)"]; +"483 mul_8" -> "484 quantize_per_tensor_168" [style=solid, label="(1, 576, 7, 7)"]; +"484 quantize_per_tensor_168" -> "485 dequantize_per_tensor_169" [style=solid, label="(1, 576, 7, 7)"]; +"485 dequantize_per_tensor_169" -> "491 conv2d_50" [style=solid, label="(1, 576, 7, 7)"]; +"486 features_11_block_3_0_weight_bias" -> "491 conv2d_50" [style=solid, label="(96,)"]; +"487 conv2d_50_scale_0" -> "490 dequantize_per_channel_170" [style=solid, label="(96,)"]; +"488 conv2d_50_zero_point_0" -> "490 dequantize_per_channel_170" [style=solid, label="(96,)"]; +"489 _frozen_param50" -> "490 dequantize_per_channel_170" [style=solid, label="(96, 576, 1, 1)"]; +"490 dequantize_per_channel_170" -> "491 conv2d_50" [style=solid, label="(96, 576, 1, 1)"]; +"491 conv2d_50" -> "492 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"492 add__5" -> "493 quantize_per_tensor_171" [style=solid, label="(1, 96, 7, 7)"]; 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+"516 dropout_" -> "517 quantize_per_tensor_181" [style=solid, label="(1, 1024)"]; +"517 quantize_per_tensor_181" -> "518 dequantize_per_tensor_182" [style=solid, label="(1, 1024)"]; +"518 dequantize_per_tensor_182" -> "523 linear_1" [style=solid, label="(1, 1024)"]; +"519 linear_1_scale_0" -> "522 dequantize_per_channel_183" [style=solid, label="(1000,)"]; +"520 linear_1_zero_point_0" -> "522 dequantize_per_channel_183" [style=solid, label="(1000,)"]; +"521 _frozen_param53" -> "522 dequantize_per_channel_183" [style=solid, label="(1000, 1024)"]; +"522 dequantize_per_channel_183" -> "523 linear_1" [style=solid, label="(1000, 1024)"]; +"523 linear_1" -> "524 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/resnet18.dot b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/resnet18.dot index da248f33521..1beff554b96 100644 --- a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/resnet18.dot +++ b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/resnet18.dot @@ -1,433 +1,417 @@ -strict digraph { -"0 fc_bias" [id=0, type=get_attr]; +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 conv2d_scale_0" [id=5, type=get_attr]; -"6 conv2d_zero_point_0" [id=6, type=get_attr]; -"7 _frozen_param0" [id=7, type=get_attr]; -"8 dequantize_per_channel_default" [id=8, type=dequantize_per_channel]; +"2 quantize_per_tensor_0" [id=2, type="quantize_per_tensor"]; +"3 dequantize_per_tensor_1" [id=3, type="dequantize_per_tensor"]; +"4 conv1_weight_bias" [id=4, type="get_attr"]; +"5 conv2d_scale_0" [id=5, type="get_attr"]; +"6 conv2d_zero_point_0" [id=6, type="get_attr"]; +"7 _frozen_param0" [id=7, type="get_attr"]; +"8 dequantize_per_channel_2" [id=8, type="dequantize_per_channel"]; "9 conv2d" [id=9, type=conv2d]; -"10 relu_" [id=10, type=relu_]; -"11 quantize_per_tensor_default_1" [id=11, type=quantize_per_tensor]; -"12 dequantize_per_tensor_default_1" [id=12, type=dequantize_per_tensor]; 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-"158 conv2d_15" [id=158, type=conv2d]; -"159 relu__13" [id=159, type=relu_]; -"160 quantize_per_tensor_default_17" [id=160, type=quantize_per_tensor]; -"161 dequantize_per_tensor_default_24" [id=161, type=dequantize_per_tensor]; -"162 layer4_0_conv2_weight_bias" [id=162, type=get_attr]; -"163 conv2d_16_scale_0" [id=163, type=get_attr]; -"164 conv2d_16_zero_point_0" [id=164, type=get_attr]; -"165 _frozen_param16" [id=165, type=get_attr]; -"166 dequantize_per_channel_default_16" [id=166, type=dequantize_per_channel]; -"167 conv2d_16" [id=167, type=conv2d]; -"168 layer4_0_downsample_0_weight_bias" [id=168, type=get_attr]; -"169 conv2d_17_scale_0" [id=169, type=get_attr]; -"170 conv2d_17_zero_point_0" [id=170, type=get_attr]; -"171 _frozen_param17" [id=171, type=get_attr]; -"172 dequantize_per_channel_default_17" [id=172, type=dequantize_per_channel]; -"173 conv2d_17" [id=173, type=conv2d]; -"174 quantize_per_tensor_default_18" [id=174, type=quantize_per_tensor]; -"175 dequantize_per_tensor_default_25" [id=175, type=dequantize_per_tensor]; -"176 add__6" [id=176, type=add_]; -"177 relu__14" [id=177, type=relu_]; -"178 quantize_per_tensor_default_19" [id=178, type=quantize_per_tensor]; -"179 dequantize_per_tensor_default_27" [id=179, type=dequantize_per_tensor]; -"180 dequantize_per_tensor_default_26" [id=180, type=dequantize_per_tensor]; -"181 layer4_1_conv1_weight_bias" [id=181, type=get_attr]; -"182 conv2d_18_scale_0" [id=182, type=get_attr]; -"183 conv2d_18_zero_point_0" [id=183, type=get_attr]; -"184 _frozen_param18" [id=184, type=get_attr]; -"185 dequantize_per_channel_default_18" [id=185, type=dequantize_per_channel]; -"186 conv2d_18" [id=186, type=conv2d]; -"187 relu__15" [id=187, type=relu_]; -"188 quantize_per_tensor_default_20" [id=188, type=quantize_per_tensor]; -"189 dequantize_per_tensor_default_28" [id=189, type=dequantize_per_tensor]; -"190 layer4_1_conv2_weight_bias" [id=190, type=get_attr]; -"191 conv2d_19_scale_0" [id=191, type=get_attr]; -"192 conv2d_19_zero_point_0" [id=192, type=get_attr]; -"193 _frozen_param19" [id=193, type=get_attr]; -"194 dequantize_per_channel_default_19" [id=194, type=dequantize_per_channel]; -"195 conv2d_19" [id=195, type=conv2d]; -"196 add__7" [id=196, type=add_]; -"197 relu__16" [id=197, type=relu_]; -"198 quantize_per_tensor_default_21" [id=198, type=quantize_per_tensor]; -"199 dequantize_per_tensor_default_29" [id=199, type=dequantize_per_tensor]; -"200 adaptive_avg_pool2d" [id=200, type=adaptive_avg_pool2d]; -"201 quantize_per_tensor_default_22" [id=201, type=quantize_per_tensor]; -"202 dequantize_per_tensor_default_30" [id=202, type=dequantize_per_tensor]; -"203 flatten" [id=203, type=flatten]; -"204 quantize_per_tensor_default_23" [id=204, type=quantize_per_tensor]; -"205 dequantize_per_tensor_default_31" [id=205, type=dequantize_per_tensor]; -"206 linear_scale_0" [id=206, type=get_attr]; -"207 linear_zero_point_0" [id=207, type=get_attr]; -"208 _frozen_param20" [id=208, type=get_attr]; -"209 dequantize_per_channel_default_20" [id=209, type=dequantize_per_channel]; -"210 linear" [id=210, type=linear]; -"211 output" [id=211, type=output]; -"0 fc_bias" -> "210 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" -> "9 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"4 conv1_weight_bias" -> "9 conv2d" [label="(64,)", style=solid]; -"5 conv2d_scale_0" -> "8 dequantize_per_channel_default" [label="(64,)", style=solid]; -"6 conv2d_zero_point_0" -> "8 dequantize_per_channel_default" [label="(64,)", style=solid]; -"7 _frozen_param0" -> "8 dequantize_per_channel_default" [label="(64, 3, 7, 7)", style=solid]; -"8 dequantize_per_channel_default" -> "9 conv2d" [label="(64, 3, 7, 7)", style=solid]; -"9 conv2d" -> "10 relu_" [label="(1, 64, 112, 112)", style=solid]; -"10 relu_" -> "11 quantize_per_tensor_default_1" [label="(1, 64, 112, 112)", style=solid]; -"11 quantize_per_tensor_default_1" -> "12 dequantize_per_tensor_default_1" [label="(1, 64, 112, 112)", style=solid]; -"12 dequantize_per_tensor_default_1" -> "13 max_pool2d" [label="(1, 64, 112, 112)", style=solid]; -"13 max_pool2d" -> "14 quantize_per_tensor_default_2" [label="(1, 64, 56, 56)", style=solid]; -"14 quantize_per_tensor_default_2" -> "15 dequantize_per_tensor_default_3" [label="(1, 64, 56, 56)", style=solid]; -"14 quantize_per_tensor_default_2" -> "16 dequantize_per_tensor_default_2" [label="(1, 64, 56, 56)", style=solid]; -"15 dequantize_per_tensor_default_3" -> "32 add_" [label="(1, 64, 56, 56)", style=solid]; -"16 dequantize_per_tensor_default_2" -> "22 conv2d_1" [label="(1, 64, 56, 56)", style=solid]; -"17 layer1_0_conv1_weight_bias" -> "22 conv2d_1" [label="(64,)", style=solid]; -"18 conv2d_1_scale_0" -> "21 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"19 conv2d_1_zero_point_0" -> "21 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"20 _frozen_param1" -> "21 dequantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"21 dequantize_per_channel_default_1" -> "22 conv2d_1" [label="(64, 64, 3, 3)", style=solid]; -"22 conv2d_1" -> "23 relu__1" [label="(1, 64, 56, 56)", style=solid]; -"23 relu__1" -> "24 quantize_per_tensor_default_3" [label="(1, 64, 56, 56)", style=solid]; -"24 quantize_per_tensor_default_3" -> "25 dequantize_per_tensor_default_4" [label="(1, 64, 56, 56)", style=solid]; -"25 dequantize_per_tensor_default_4" -> "31 conv2d_2" [label="(1, 64, 56, 56)", style=solid]; -"26 layer1_0_conv2_weight_bias" -> "31 conv2d_2" [label="(64,)", style=solid]; -"27 conv2d_2_scale_0" -> "30 dequantize_per_channel_default_2" [label="(64,)", style=solid]; -"28 conv2d_2_zero_point_0" -> "30 dequantize_per_channel_default_2" [label="(64,)", style=solid]; -"29 _frozen_param2" -> "30 dequantize_per_channel_default_2" [label="(64, 64, 3, 3)", style=solid]; -"30 dequantize_per_channel_default_2" -> "31 conv2d_2" [label="(64, 64, 3, 3)", style=solid]; -"31 conv2d_2" -> "32 add_" [label="(1, 64, 56, 56)", style=solid]; -"32 add_" -> "33 relu__2" [label="(1, 64, 56, 56)", style=solid]; -"33 relu__2" -> "34 quantize_per_tensor_default_4" [label="(1, 64, 56, 56)", style=solid]; -"34 quantize_per_tensor_default_4" -> "35 dequantize_per_tensor_default_6" [label="(1, 64, 56, 56)", style=solid]; -"34 quantize_per_tensor_default_4" -> "36 dequantize_per_tensor_default_5" [label="(1, 64, 56, 56)", style=solid]; -"35 dequantize_per_tensor_default_6" -> "52 add__1" [label="(1, 64, 56, 56)", style=solid]; -"36 dequantize_per_tensor_default_5" -> "42 conv2d_3" [label="(1, 64, 56, 56)", style=solid]; -"37 layer1_1_conv1_weight_bias" -> "42 conv2d_3" [label="(64,)", style=solid]; -"38 conv2d_3_scale_0" -> "41 dequantize_per_channel_default_3" [label="(64,)", style=solid]; -"39 conv2d_3_zero_point_0" -> "41 dequantize_per_channel_default_3" [label="(64,)", style=solid]; -"40 _frozen_param3" -> "41 dequantize_per_channel_default_3" [label="(64, 64, 3, 3)", style=solid]; -"41 dequantize_per_channel_default_3" -> "42 conv2d_3" [label="(64, 64, 3, 3)", style=solid]; -"42 conv2d_3" -> "43 relu__3" [label="(1, 64, 56, 56)", style=solid]; -"43 relu__3" -> "44 quantize_per_tensor_default_5" [label="(1, 64, 56, 56)", style=solid]; -"44 quantize_per_tensor_default_5" -> "45 dequantize_per_tensor_default_7" [label="(1, 64, 56, 56)", style=solid]; -"45 dequantize_per_tensor_default_7" -> "51 conv2d_4" [label="(1, 64, 56, 56)", style=solid]; -"46 layer1_1_conv2_weight_bias" -> "51 conv2d_4" [label="(64,)", style=solid]; -"47 conv2d_4_scale_0" -> "50 dequantize_per_channel_default_4" [label="(64,)", style=solid]; -"48 conv2d_4_zero_point_0" -> "50 dequantize_per_channel_default_4" [label="(64,)", style=solid]; -"49 _frozen_param4" -> "50 dequantize_per_channel_default_4" [label="(64, 64, 3, 3)", style=solid]; -"50 dequantize_per_channel_default_4" -> "51 conv2d_4" [label="(64, 64, 3, 3)", style=solid]; -"51 conv2d_4" -> "52 add__1" [label="(1, 64, 56, 56)", style=solid]; -"52 add__1" -> "53 relu__4" [label="(1, 64, 56, 56)", style=solid]; -"53 relu__4" -> "54 quantize_per_tensor_default_6" [label="(1, 64, 56, 56)", style=solid]; -"54 quantize_per_tensor_default_6" -> "55 dequantize_per_tensor_default_9" [label="(1, 64, 56, 56)", style=solid]; -"54 quantize_per_tensor_default_6" -> "56 dequantize_per_tensor_default_8" [label="(1, 64, 56, 56)", style=solid]; -"55 dequantize_per_tensor_default_9" -> "77 conv2d_7" [label="(1, 64, 56, 56)", style=solid]; -"56 dequantize_per_tensor_default_8" -> "62 conv2d_5" [label="(1, 64, 56, 56)", style=solid]; -"57 layer2_0_conv1_weight_bias" -> "62 conv2d_5" [label="(128,)", style=solid]; -"58 conv2d_5_scale_0" -> "61 dequantize_per_channel_default_5" [label="(128,)", style=solid]; -"59 conv2d_5_zero_point_0" -> "61 dequantize_per_channel_default_5" [label="(128,)", style=solid]; -"60 _frozen_param5" -> "61 dequantize_per_channel_default_5" [label="(128, 64, 3, 3)", style=solid]; -"61 dequantize_per_channel_default_5" -> "62 conv2d_5" [label="(128, 64, 3, 3)", style=solid]; -"62 conv2d_5" -> "63 relu__5" [label="(1, 128, 28, 28)", style=solid]; -"63 relu__5" -> "64 quantize_per_tensor_default_7" [label="(1, 128, 28, 28)", style=solid]; -"64 quantize_per_tensor_default_7" -> "65 dequantize_per_tensor_default_10" [label="(1, 128, 28, 28)", style=solid]; -"65 dequantize_per_tensor_default_10" -> "71 conv2d_6" [label="(1, 128, 28, 28)", style=solid]; -"66 layer2_0_conv2_weight_bias" -> "71 conv2d_6" [label="(128,)", style=solid]; -"67 conv2d_6_scale_0" -> "70 dequantize_per_channel_default_6" [label="(128,)", style=solid]; -"68 conv2d_6_zero_point_0" -> "70 dequantize_per_channel_default_6" [label="(128,)", style=solid]; -"69 _frozen_param6" -> "70 dequantize_per_channel_default_6" [label="(128, 128, 3, 3)", style=solid]; -"70 dequantize_per_channel_default_6" -> "71 conv2d_6" [label="(128, 128, 3, 3)", style=solid]; -"71 conv2d_6" -> "80 add__2" [label="(1, 128, 28, 28)", style=solid]; -"72 layer2_0_downsample_0_weight_bias" -> "77 conv2d_7" [label="(128,)", style=solid]; -"73 conv2d_7_scale_0" -> "76 dequantize_per_channel_default_7" [label="(128,)", style=solid]; -"74 conv2d_7_zero_point_0" -> "76 dequantize_per_channel_default_7" [label="(128,)", style=solid]; -"75 _frozen_param7" -> "76 dequantize_per_channel_default_7" [label="(128, 64, 1, 1)", style=solid]; -"76 dequantize_per_channel_default_7" -> "77 conv2d_7" [label="(128, 64, 1, 1)", style=solid]; -"77 conv2d_7" -> "78 quantize_per_tensor_default_8" [label="(1, 128, 28, 28)", style=solid]; -"78 quantize_per_tensor_default_8" -> "79 dequantize_per_tensor_default_11" [label="(1, 128, 28, 28)", style=solid]; -"79 dequantize_per_tensor_default_11" -> "80 add__2" [label="(1, 128, 28, 28)", style=solid]; -"80 add__2" -> "81 relu__6" [label="(1, 128, 28, 28)", style=solid]; -"81 relu__6" -> "82 quantize_per_tensor_default_9" [label="(1, 128, 28, 28)", style=solid]; -"82 quantize_per_tensor_default_9" -> "83 dequantize_per_tensor_default_13" [label="(1, 128, 28, 28)", style=solid]; -"82 quantize_per_tensor_default_9" -> "84 dequantize_per_tensor_default_12" [label="(1, 128, 28, 28)", style=solid]; -"83 dequantize_per_tensor_default_13" -> "100 add__3" [label="(1, 128, 28, 28)", style=solid]; -"84 dequantize_per_tensor_default_12" -> "90 conv2d_8" [label="(1, 128, 28, 28)", style=solid]; -"85 layer2_1_conv1_weight_bias" -> "90 conv2d_8" [label="(128,)", style=solid]; -"86 conv2d_8_scale_0" -> "89 dequantize_per_channel_default_8" [label="(128,)", style=solid]; -"87 conv2d_8_zero_point_0" -> "89 dequantize_per_channel_default_8" [label="(128,)", style=solid]; -"88 _frozen_param8" -> "89 dequantize_per_channel_default_8" [label="(128, 128, 3, 3)", style=solid]; -"89 dequantize_per_channel_default_8" -> "90 conv2d_8" [label="(128, 128, 3, 3)", style=solid]; -"90 conv2d_8" -> "91 relu__7" [label="(1, 128, 28, 28)", style=solid]; -"91 relu__7" -> "92 quantize_per_tensor_default_10" [label="(1, 128, 28, 28)", style=solid]; -"92 quantize_per_tensor_default_10" -> "93 dequantize_per_tensor_default_14" [label="(1, 128, 28, 28)", style=solid]; -"93 dequantize_per_tensor_default_14" -> "99 conv2d_9" [label="(1, 128, 28, 28)", style=solid]; -"94 layer2_1_conv2_weight_bias" -> "99 conv2d_9" [label="(128,)", style=solid]; -"95 conv2d_9_scale_0" -> "98 dequantize_per_channel_default_9" [label="(128,)", style=solid]; -"96 conv2d_9_zero_point_0" -> "98 dequantize_per_channel_default_9" [label="(128,)", style=solid]; -"97 _frozen_param9" -> "98 dequantize_per_channel_default_9" [label="(128, 128, 3, 3)", style=solid]; -"98 dequantize_per_channel_default_9" -> "99 conv2d_9" [label="(128, 128, 3, 3)", style=solid]; -"99 conv2d_9" -> "100 add__3" [label="(1, 128, 28, 28)", style=solid]; -"100 add__3" -> "101 relu__8" [label="(1, 128, 28, 28)", style=solid]; -"101 relu__8" -> "102 quantize_per_tensor_default_11" [label="(1, 128, 28, 28)", style=solid]; -"102 quantize_per_tensor_default_11" -> "103 dequantize_per_tensor_default_16" [label="(1, 128, 28, 28)", style=solid]; -"102 quantize_per_tensor_default_11" -> "104 dequantize_per_tensor_default_15" [label="(1, 128, 28, 28)", style=solid]; -"103 dequantize_per_tensor_default_16" -> "125 conv2d_12" [label="(1, 128, 28, 28)", style=solid]; -"104 dequantize_per_tensor_default_15" -> "110 conv2d_10" [label="(1, 128, 28, 28)", style=solid]; -"105 layer3_0_conv1_weight_bias" -> "110 conv2d_10" [label="(256,)", style=solid]; -"106 conv2d_10_scale_0" -> "109 dequantize_per_channel_default_10" [label="(256,)", style=solid]; -"107 conv2d_10_zero_point_0" -> "109 dequantize_per_channel_default_10" [label="(256,)", style=solid]; -"108 _frozen_param10" -> "109 dequantize_per_channel_default_10" [label="(256, 128, 3, 3)", style=solid]; -"109 dequantize_per_channel_default_10" -> "110 conv2d_10" [label="(256, 128, 3, 3)", style=solid]; -"110 conv2d_10" -> "111 relu__9" [label="(1, 256, 14, 14)", style=solid]; -"111 relu__9" -> "112 quantize_per_tensor_default_12" [label="(1, 256, 14, 14)", style=solid]; -"112 quantize_per_tensor_default_12" -> "113 dequantize_per_tensor_default_17" [label="(1, 256, 14, 14)", style=solid]; -"113 dequantize_per_tensor_default_17" -> "119 conv2d_11" [label="(1, 256, 14, 14)", style=solid]; -"114 layer3_0_conv2_weight_bias" -> "119 conv2d_11" [label="(256,)", style=solid]; -"115 conv2d_11_scale_0" -> "118 dequantize_per_channel_default_11" [label="(256,)", style=solid]; -"116 conv2d_11_zero_point_0" -> "118 dequantize_per_channel_default_11" [label="(256,)", style=solid]; -"117 _frozen_param11" -> "118 dequantize_per_channel_default_11" [label="(256, 256, 3, 3)", style=solid]; -"118 dequantize_per_channel_default_11" -> "119 conv2d_11" [label="(256, 256, 3, 3)", style=solid]; -"119 conv2d_11" -> "128 add__4" [label="(1, 256, 14, 14)", style=solid]; -"120 layer3_0_downsample_0_weight_bias" -> "125 conv2d_12" [label="(256,)", style=solid]; -"121 conv2d_12_scale_0" -> "124 dequantize_per_channel_default_12" [label="(256,)", style=solid]; -"122 conv2d_12_zero_point_0" -> "124 dequantize_per_channel_default_12" [label="(256,)", style=solid]; -"123 _frozen_param12" -> "124 dequantize_per_channel_default_12" [label="(256, 128, 1, 1)", style=solid]; -"124 dequantize_per_channel_default_12" -> "125 conv2d_12" [label="(256, 128, 1, 1)", style=solid]; -"125 conv2d_12" -> "126 quantize_per_tensor_default_13" [label="(1, 256, 14, 14)", style=solid]; -"126 quantize_per_tensor_default_13" -> "127 dequantize_per_tensor_default_18" [label="(1, 256, 14, 14)", style=solid]; -"127 dequantize_per_tensor_default_18" -> "128 add__4" [label="(1, 256, 14, 14)", style=solid]; -"128 add__4" -> "129 relu__10" [label="(1, 256, 14, 14)", style=solid]; -"129 relu__10" -> "130 quantize_per_tensor_default_14" [label="(1, 256, 14, 14)", style=solid]; -"130 quantize_per_tensor_default_14" -> "131 dequantize_per_tensor_default_20" [label="(1, 256, 14, 14)", style=solid]; -"130 quantize_per_tensor_default_14" -> "132 dequantize_per_tensor_default_19" [label="(1, 256, 14, 14)", style=solid]; -"131 dequantize_per_tensor_default_20" -> "148 add__5" [label="(1, 256, 14, 14)", style=solid]; -"132 dequantize_per_tensor_default_19" -> "138 conv2d_13" [label="(1, 256, 14, 14)", style=solid]; -"133 layer3_1_conv1_weight_bias" -> "138 conv2d_13" [label="(256,)", style=solid]; -"134 conv2d_13_scale_0" -> "137 dequantize_per_channel_default_13" [label="(256,)", style=solid]; -"135 conv2d_13_zero_point_0" -> "137 dequantize_per_channel_default_13" [label="(256,)", style=solid]; -"136 _frozen_param13" -> "137 dequantize_per_channel_default_13" [label="(256, 256, 3, 3)", style=solid]; -"137 dequantize_per_channel_default_13" -> "138 conv2d_13" [label="(256, 256, 3, 3)", style=solid]; -"138 conv2d_13" -> "139 relu__11" [label="(1, 256, 14, 14)", style=solid]; -"139 relu__11" -> "140 quantize_per_tensor_default_15" [label="(1, 256, 14, 14)", style=solid]; -"140 quantize_per_tensor_default_15" -> "141 dequantize_per_tensor_default_21" [label="(1, 256, 14, 14)", style=solid]; -"141 dequantize_per_tensor_default_21" -> "147 conv2d_14" [label="(1, 256, 14, 14)", style=solid]; -"142 layer3_1_conv2_weight_bias" -> "147 conv2d_14" [label="(256,)", style=solid]; -"143 conv2d_14_scale_0" -> "146 dequantize_per_channel_default_14" [label="(256,)", style=solid]; -"144 conv2d_14_zero_point_0" -> "146 dequantize_per_channel_default_14" [label="(256,)", style=solid]; -"145 _frozen_param14" -> "146 dequantize_per_channel_default_14" [label="(256, 256, 3, 3)", style=solid]; -"146 dequantize_per_channel_default_14" -> "147 conv2d_14" [label="(256, 256, 3, 3)", style=solid]; -"147 conv2d_14" -> "148 add__5" [label="(1, 256, 14, 14)", style=solid]; -"148 add__5" -> "149 relu__12" [label="(1, 256, 14, 14)", style=solid]; -"149 relu__12" -> "150 quantize_per_tensor_default_16" [label="(1, 256, 14, 14)", style=solid]; -"150 quantize_per_tensor_default_16" -> "151 dequantize_per_tensor_default_23" [label="(1, 256, 14, 14)", style=solid]; -"150 quantize_per_tensor_default_16" -> "152 dequantize_per_tensor_default_22" [label="(1, 256, 14, 14)", style=solid]; -"151 dequantize_per_tensor_default_23" -> "173 conv2d_17" [label="(1, 256, 14, 14)", style=solid]; -"152 dequantize_per_tensor_default_22" -> "158 conv2d_15" [label="(1, 256, 14, 14)", style=solid]; -"153 layer4_0_conv1_weight_bias" -> "158 conv2d_15" [label="(512,)", style=solid]; -"154 conv2d_15_scale_0" -> "157 dequantize_per_channel_default_15" [label="(512,)", style=solid]; -"155 conv2d_15_zero_point_0" -> "157 dequantize_per_channel_default_15" [label="(512,)", style=solid]; -"156 _frozen_param15" -> "157 dequantize_per_channel_default_15" [label="(512, 256, 3, 3)", style=solid]; -"157 dequantize_per_channel_default_15" -> "158 conv2d_15" [label="(512, 256, 3, 3)", style=solid]; -"158 conv2d_15" -> "159 relu__13" [label="(1, 512, 7, 7)", style=solid]; -"159 relu__13" -> "160 quantize_per_tensor_default_17" [label="(1, 512, 7, 7)", style=solid]; -"160 quantize_per_tensor_default_17" -> "161 dequantize_per_tensor_default_24" [label="(1, 512, 7, 7)", style=solid]; -"161 dequantize_per_tensor_default_24" -> "167 conv2d_16" [label="(1, 512, 7, 7)", style=solid]; -"162 layer4_0_conv2_weight_bias" -> "167 conv2d_16" [label="(512,)", style=solid]; -"163 conv2d_16_scale_0" -> "166 dequantize_per_channel_default_16" [label="(512,)", style=solid]; -"164 conv2d_16_zero_point_0" -> "166 dequantize_per_channel_default_16" [label="(512,)", style=solid]; -"165 _frozen_param16" -> "166 dequantize_per_channel_default_16" [label="(512, 512, 3, 3)", style=solid]; -"166 dequantize_per_channel_default_16" -> "167 conv2d_16" [label="(512, 512, 3, 3)", style=solid]; -"167 conv2d_16" -> "176 add__6" [label="(1, 512, 7, 7)", style=solid]; -"168 layer4_0_downsample_0_weight_bias" -> "173 conv2d_17" [label="(512,)", style=solid]; 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+"173 layer4_1_conv1_weight_bias" -> "178 conv2d_18" [style=solid, label="(512,)"]; +"174 conv2d_18_scale_0" -> "177 dequantize_per_channel_58" [style=solid, label="(512,)"]; +"175 conv2d_18_zero_point_0" -> "177 dequantize_per_channel_58" [style=solid, label="(512,)"]; +"176 _frozen_param18" -> "177 dequantize_per_channel_58" [style=solid, label="(512, 512, 3, 3)"]; +"177 dequantize_per_channel_58" -> "178 conv2d_18" [style=solid, label="(512, 512, 3, 3)"]; +"178 conv2d_18" -> "179 relu__15" [style=solid, label="(1, 512, 7, 7)"]; +"179 relu__15" -> "180 quantize_per_tensor_59" [style=solid, label="(1, 512, 7, 7)"]; +"180 quantize_per_tensor_59" -> "181 dequantize_per_tensor_60" [style=solid, label="(1, 512, 7, 7)"]; +"181 dequantize_per_tensor_60" -> "187 conv2d_19" [style=solid, label="(1, 512, 7, 7)"]; +"182 layer4_1_conv2_weight_bias" -> "187 conv2d_19" [style=solid, label="(512,)"]; +"183 conv2d_19_scale_0" -> "186 dequantize_per_channel_61" [style=solid, label="(512,)"]; +"184 conv2d_19_zero_point_0" -> "186 dequantize_per_channel_61" [style=solid, label="(512,)"]; +"185 _frozen_param19" -> "186 dequantize_per_channel_61" [style=solid, label="(512, 512, 3, 3)"]; +"186 dequantize_per_channel_61" -> "187 conv2d_19" [style=solid, label="(512, 512, 3, 3)"]; +"187 conv2d_19" -> "188 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"188 add__7" -> "189 relu__16" [style=solid, label="(1, 512, 7, 7)"]; +"189 relu__16" -> "190 quantize_per_tensor_62" [style=solid, label="(1, 512, 7, 7)"]; +"190 quantize_per_tensor_62" -> "191 dequantize_per_tensor_63" [style=solid, label="(1, 512, 7, 7)"]; +"191 dequantize_per_tensor_63" -> "192 adaptive_avg_pool2d" [style=solid, label="(1, 512, 7, 7)"]; +"192 adaptive_avg_pool2d" -> "193 quantize_per_tensor_64" [style=solid, label="(1, 512, 1, 1)"]; +"193 quantize_per_tensor_64" -> "194 dequantize_per_tensor_65" [style=solid, label="(1, 512, 1, 1)"]; +"194 dequantize_per_tensor_65" -> "195 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"195 flatten" -> "196 quantize_per_tensor_66" [style=solid, label="(1, 512)"]; +"196 quantize_per_tensor_66" -> "197 dequantize_per_tensor_67" [style=solid, label="(1, 512)"]; +"197 dequantize_per_tensor_67" -> "202 linear" [style=solid, label="(1, 512)"]; +"198 linear_scale_0" -> "201 dequantize_per_channel_68" [style=solid, label="(1000,)"]; +"199 linear_zero_point_0" -> "201 dequantize_per_channel_68" [style=solid, label="(1000,)"]; +"200 _frozen_param20" -> "201 dequantize_per_channel_68" [style=solid, label="(1000, 512)"]; +"201 dequantize_per_channel_68" -> "202 linear" [style=solid, label="(1000, 512)"]; +"202 linear" -> "203 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/swin_v2_t.dot b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/swin_v2_t.dot index 56b21bbd73c..a3daff85dc5 100644 --- a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/swin_v2_t.dot +++ b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/swin_v2_t.dot @@ -144,30 +144,30 @@ strict digraph { "142 features_7_0_attn_relative_position_index" [id=142, type="get_attr"]; "143 features_7_1_attn_relative_position_index" [id=143, type="get_attr"]; "144 x" [id=144, type=input]; -"145 quantize_per_tensor_default" [id=145, type="quantize_per_tensor"]; -"146 dequantize_per_tensor_default" [id=146, type="dequantize_per_tensor"]; +"145 quantize_per_tensor_0" [id=145, type="quantize_per_tensor"]; +"146 dequantize_per_tensor_1" [id=146, type="dequantize_per_tensor"]; "147 conv2d_scale_0" [id=147, type="get_attr"]; "148 conv2d_zero_point_0" [id=148, type="get_attr"]; "149 _frozen_param0" [id=149, type="get_attr"]; -"150 dequantize_per_channel_default" [id=150, type="dequantize_per_channel"]; +"150 dequantize_per_channel_2" [id=150, type="dequantize_per_channel"]; "151 conv2d" [id=151, type=conv2d]; "152 permute" [id=152, type=permute]; "153 layer_norm" [id=153, type="layer_norm"]; "154 _frozen_param1" [id=154, type="get_attr"]; -"155 dequantize_per_tensor_default_1" [id=155, type="dequantize_per_tensor"]; +"155 dequantize_per_tensor_3" [id=155, type="dequantize_per_tensor"]; "156 linear_scale_0" [id=156, type="get_attr"]; "157 linear_zero_point_0" [id=157, type="get_attr"]; "158 _frozen_param2" [id=158, type="get_attr"]; -"159 dequantize_per_channel_default_1" [id=159, type="dequantize_per_channel"]; +"159 dequantize_per_channel_4" [id=159, type="dequantize_per_channel"]; "160 linear" [id=160, type=linear]; "161 relu_" [id=161, type="relu_"]; "162 relu__0_0_nncf_smooth_quant_0" [id=162, type="call_module"]; -"163 quantize_per_tensor_default_2" [id=163, type="quantize_per_tensor"]; -"164 dequantize_per_tensor_default_2" [id=164, type="dequantize_per_tensor"]; +"163 quantize_per_tensor_5" [id=163, type="quantize_per_tensor"]; +"164 dequantize_per_tensor_6" [id=164, type="dequantize_per_tensor"]; "165 linear_1_scale_0" [id=165, type="get_attr"]; "166 linear_1_zero_point_0" [id=166, type="get_attr"]; "167 _frozen_param3" [id=167, type="get_attr"]; -"168 dequantize_per_channel_default_2" [id=168, type="dequantize_per_channel"]; +"168 dequantize_per_channel_7" [id=168, type="dequantize_per_channel"]; "169 linear_1" [id=169, type=linear]; "170 view" [id=170, type=view]; "171 index" [id=171, type=index]; @@ -221,41 +221,41 @@ strict digraph { "219 layer_norm_1" [id=219, type="layer_norm"]; "220 add_1" [id=220, type=add]; "221 add_1_0_0_nncf_smooth_quant_0" [id=221, type="call_module"]; -"222 quantize_per_tensor_default_3" [id=222, type="quantize_per_tensor"]; -"223 dequantize_per_tensor_default_3" [id=223, type="dequantize_per_tensor"]; +"222 quantize_per_tensor_8" [id=222, type="quantize_per_tensor"]; +"223 dequantize_per_tensor_9" [id=223, type="dequantize_per_tensor"]; "224 linear_4_scale_0" [id=224, type="get_attr"]; "225 linear_4_zero_point_0" [id=225, type="get_attr"]; "226 _frozen_param4" [id=226, type="get_attr"]; -"227 dequantize_per_channel_default_3" [id=227, type="dequantize_per_channel"]; +"227 dequantize_per_channel_10" [id=227, type="dequantize_per_channel"]; "228 linear_4" [id=228, type=linear]; "229 gelu" [id=229, type=gelu]; "230 dropout_2" [id=230, type=dropout]; "231 dropout_2_0_0_nncf_smooth_quant_0" [id=231, type="call_module"]; -"232 quantize_per_tensor_default_4" [id=232, type="quantize_per_tensor"]; -"233 dequantize_per_tensor_default_4" [id=233, type="dequantize_per_tensor"]; +"232 quantize_per_tensor_11" [id=232, type="quantize_per_tensor"]; +"233 dequantize_per_tensor_12" [id=233, type="dequantize_per_tensor"]; "234 linear_5_scale_0" [id=234, type="get_attr"]; "235 linear_5_zero_point_0" [id=235, type="get_attr"]; "236 _frozen_param5" [id=236, type="get_attr"]; -"237 dequantize_per_channel_default_4" [id=237, type="dequantize_per_channel"]; +"237 dequantize_per_channel_13" [id=237, type="dequantize_per_channel"]; "238 linear_5" [id=238, type=linear]; "239 dropout_3" [id=239, type=dropout]; "240 layer_norm_2" [id=240, type="layer_norm"]; "241 add_2" [id=241, type=add]; "242 _frozen_param6" [id=242, type="get_attr"]; -"243 dequantize_per_tensor_default_5" [id=243, type="dequantize_per_tensor"]; +"243 dequantize_per_tensor_14" [id=243, type="dequantize_per_tensor"]; "244 linear_6_scale_0" [id=244, type="get_attr"]; "245 linear_6_zero_point_0" [id=245, type="get_attr"]; "246 _frozen_param7" [id=246, type="get_attr"]; -"247 dequantize_per_channel_default_5" [id=247, type="dequantize_per_channel"]; +"247 dequantize_per_channel_15" [id=247, type="dequantize_per_channel"]; "248 linear_6" [id=248, type=linear]; "249 relu__1" [id=249, type="relu_"]; "250 relu__1_0_0_nncf_smooth_quant_0" [id=250, type="call_module"]; -"251 quantize_per_tensor_default_6" [id=251, type="quantize_per_tensor"]; -"252 dequantize_per_tensor_default_6" [id=252, type="dequantize_per_tensor"]; +"251 quantize_per_tensor_16" [id=251, type="quantize_per_tensor"]; +"252 dequantize_per_tensor_17" [id=252, type="dequantize_per_tensor"]; "253 linear_7_scale_0" [id=253, type="get_attr"]; "254 linear_7_zero_point_0" [id=254, type="get_attr"]; "255 _frozen_param8" [id=255, type="get_attr"]; -"256 dequantize_per_channel_default_6" [id=256, type="dequantize_per_channel"]; +"256 dequantize_per_channel_18" [id=256, type="dequantize_per_channel"]; "257 linear_7" [id=257, type=linear]; "258 view_4" [id=258, type=view]; "259 index_1" [id=259, type=index]; @@ -327,22 +327,22 @@ strict digraph { "325 layer_norm_3" [id=325, type="layer_norm"]; "326 add_5" [id=326, type=add]; "327 add_5_0_0_nncf_smooth_quant_0" [id=327, type="call_module"]; -"328 quantize_per_tensor_default_7" [id=328, type="quantize_per_tensor"]; -"329 dequantize_per_tensor_default_7" [id=329, type="dequantize_per_tensor"]; +"328 quantize_per_tensor_19" [id=328, type="quantize_per_tensor"]; +"329 dequantize_per_tensor_20" [id=329, type="dequantize_per_tensor"]; "330 linear_10_scale_0" [id=330, type="get_attr"]; "331 linear_10_zero_point_0" [id=331, type="get_attr"]; "332 _frozen_param9" [id=332, type="get_attr"]; -"333 dequantize_per_channel_default_7" [id=333, type="dequantize_per_channel"]; +"333 dequantize_per_channel_21" [id=333, type="dequantize_per_channel"]; "334 linear_10" [id=334, type=linear]; "335 gelu_1" [id=335, type=gelu]; "336 dropout_6" [id=336, type=dropout]; "337 dropout_6_0_0_nncf_smooth_quant_0" [id=337, type="call_module"]; -"338 quantize_per_tensor_default_8" [id=338, type="quantize_per_tensor"]; -"339 dequantize_per_tensor_default_8" [id=339, type="dequantize_per_tensor"]; +"338 quantize_per_tensor_22" [id=338, type="quantize_per_tensor"]; +"339 dequantize_per_tensor_23" [id=339, type="dequantize_per_tensor"]; "340 linear_11_scale_0" [id=340, type="get_attr"]; "341 linear_11_zero_point_0" [id=341, type="get_attr"]; "342 _frozen_param10" [id=342, type="get_attr"]; -"343 dequantize_per_channel_default_8" [id=343, type="dequantize_per_channel"]; +"343 dequantize_per_channel_24" [id=343, type="dequantize_per_channel"]; "344 linear_11" [id=344, type=linear]; "345 dropout_7" [id=345, type=dropout]; "346 layer_norm_4" [id=346, type="layer_norm"]; @@ -362,29 +362,29 @@ strict digraph { "360 slice_36" [id=360, type=slice]; "361 cat" [id=361, type=cat]; "362 cat_0_0_nncf_smooth_quant_0" [id=362, type="call_module"]; -"363 quantize_per_tensor_default_9" [id=363, type="quantize_per_tensor"]; -"364 dequantize_per_tensor_default_9" [id=364, type="dequantize_per_tensor"]; +"363 quantize_per_tensor_25" [id=363, type="quantize_per_tensor"]; +"364 dequantize_per_tensor_26" [id=364, type="dequantize_per_tensor"]; "365 linear_12_scale_0" [id=365, type="get_attr"]; "366 linear_12_zero_point_0" [id=366, type="get_attr"]; "367 _frozen_param11" [id=367, type="get_attr"]; -"368 dequantize_per_channel_default_9" [id=368, type="dequantize_per_channel"]; +"368 dequantize_per_channel_27" [id=368, type="dequantize_per_channel"]; "369 linear_12" [id=369, type=linear]; "370 layer_norm_5" [id=370, type="layer_norm"]; "371 _frozen_param12" [id=371, type="get_attr"]; -"372 dequantize_per_tensor_default_10" [id=372, type="dequantize_per_tensor"]; +"372 dequantize_per_tensor_28" [id=372, type="dequantize_per_tensor"]; "373 linear_13_scale_0" [id=373, type="get_attr"]; "374 linear_13_zero_point_0" [id=374, type="get_attr"]; "375 _frozen_param13" [id=375, type="get_attr"]; -"376 dequantize_per_channel_default_10" [id=376, type="dequantize_per_channel"]; +"376 dequantize_per_channel_29" [id=376, type="dequantize_per_channel"]; "377 linear_13" [id=377, type=linear]; "378 relu__2" [id=378, type="relu_"]; "379 relu__2_0_0_nncf_smooth_quant_0" [id=379, type="call_module"]; -"380 quantize_per_tensor_default_11" [id=380, type="quantize_per_tensor"]; -"381 dequantize_per_tensor_default_11" [id=381, type="dequantize_per_tensor"]; +"380 quantize_per_tensor_30" [id=380, type="quantize_per_tensor"]; +"381 dequantize_per_tensor_31" [id=381, type="dequantize_per_tensor"]; "382 linear_14_scale_0" [id=382, type="get_attr"]; "383 linear_14_zero_point_0" [id=383, type="get_attr"]; "384 _frozen_param14" [id=384, type="get_attr"]; -"385 dequantize_per_channel_default_11" [id=385, type="dequantize_per_channel"]; +"385 dequantize_per_channel_32" [id=385, type="dequantize_per_channel"]; "386 linear_14" [id=386, type=linear]; "387 view_11" [id=387, type=view]; "388 index_2" [id=388, type=index]; @@ -441,41 +441,41 @@ strict digraph { "439 layer_norm_6" [id=439, type="layer_norm"]; "440 add_8" [id=440, type=add]; "441 add_8_0_0_nncf_smooth_quant_0" [id=441, type="call_module"]; -"442 quantize_per_tensor_default_12" [id=442, type="quantize_per_tensor"]; -"443 dequantize_per_tensor_default_12" [id=443, type="dequantize_per_tensor"]; +"442 quantize_per_tensor_33" [id=442, type="quantize_per_tensor"]; +"443 dequantize_per_tensor_34" [id=443, type="dequantize_per_tensor"]; "444 linear_17_scale_0" [id=444, type="get_attr"]; "445 linear_17_zero_point_0" [id=445, type="get_attr"]; "446 _frozen_param15" [id=446, type="get_attr"]; -"447 dequantize_per_channel_default_12" [id=447, type="dequantize_per_channel"]; +"447 dequantize_per_channel_35" [id=447, type="dequantize_per_channel"]; "448 linear_17" [id=448, type=linear]; "449 gelu_2" [id=449, type=gelu]; "450 dropout_10" [id=450, type=dropout]; "451 dropout_10_0_0_nncf_smooth_quant_0" [id=451, type="call_module"]; -"452 quantize_per_tensor_default_13" [id=452, type="quantize_per_tensor"]; -"453 dequantize_per_tensor_default_13" [id=453, type="dequantize_per_tensor"]; +"452 quantize_per_tensor_36" [id=452, type="quantize_per_tensor"]; +"453 dequantize_per_tensor_37" [id=453, type="dequantize_per_tensor"]; "454 linear_18_scale_0" [id=454, type="get_attr"]; "455 linear_18_zero_point_0" [id=455, type="get_attr"]; "456 _frozen_param16" [id=456, type="get_attr"]; -"457 dequantize_per_channel_default_13" [id=457, type="dequantize_per_channel"]; +"457 dequantize_per_channel_38" [id=457, type="dequantize_per_channel"]; "458 linear_18" [id=458, type=linear]; "459 dropout_11" [id=459, type=dropout]; "460 layer_norm_7" [id=460, type="layer_norm"]; "461 add_9" [id=461, type=add]; "462 _frozen_param17" [id=462, type="get_attr"]; -"463 dequantize_per_tensor_default_14" [id=463, type="dequantize_per_tensor"]; +"463 dequantize_per_tensor_39" [id=463, type="dequantize_per_tensor"]; "464 linear_19_scale_0" [id=464, type="get_attr"]; "465 linear_19_zero_point_0" [id=465, type="get_attr"]; "466 _frozen_param18" [id=466, type="get_attr"]; -"467 dequantize_per_channel_default_14" [id=467, type="dequantize_per_channel"]; +"467 dequantize_per_channel_40" [id=467, type="dequantize_per_channel"]; "468 linear_19" [id=468, type=linear]; "469 relu__3" [id=469, type="relu_"]; "470 relu__3_0_0_nncf_smooth_quant_0" [id=470, type="call_module"]; -"471 quantize_per_tensor_default_15" [id=471, type="quantize_per_tensor"]; -"472 dequantize_per_tensor_default_15" [id=472, type="dequantize_per_tensor"]; +"471 quantize_per_tensor_41" [id=471, type="quantize_per_tensor"]; +"472 dequantize_per_tensor_42" [id=472, type="dequantize_per_tensor"]; "473 linear_20_scale_0" [id=473, type="get_attr"]; "474 linear_20_zero_point_0" [id=474, type="get_attr"]; "475 _frozen_param19" [id=475, type="get_attr"]; -"476 dequantize_per_channel_default_15" [id=476, type="dequantize_per_channel"]; +"476 dequantize_per_channel_43" [id=476, type="dequantize_per_channel"]; "477 linear_20" [id=477, type=linear]; "478 view_15" [id=478, type=view]; "479 index_3" [id=479, type=index]; @@ -550,22 +550,22 @@ strict digraph { "548 layer_norm_8" [id=548, type="layer_norm"]; "549 add_12" [id=549, type=add]; "550 add_12_0_0_nncf_smooth_quant_0" [id=550, type="call_module"]; -"551 quantize_per_tensor_default_16" [id=551, type="quantize_per_tensor"]; -"552 dequantize_per_tensor_default_16" [id=552, type="dequantize_per_tensor"]; +"551 quantize_per_tensor_44" [id=551, type="quantize_per_tensor"]; +"552 dequantize_per_tensor_45" [id=552, type="dequantize_per_tensor"]; "553 linear_23_scale_0" [id=553, type="get_attr"]; "554 linear_23_zero_point_0" [id=554, type="get_attr"]; "555 _frozen_param20" [id=555, type="get_attr"]; -"556 dequantize_per_channel_default_16" [id=556, type="dequantize_per_channel"]; +"556 dequantize_per_channel_46" [id=556, type="dequantize_per_channel"]; "557 linear_23" [id=557, type=linear]; "558 gelu_3" [id=558, type=gelu]; "559 dropout_14" [id=559, type=dropout]; "560 dropout_14_0_0_nncf_smooth_quant_0" [id=560, type="call_module"]; -"561 quantize_per_tensor_default_17" [id=561, type="quantize_per_tensor"]; -"562 dequantize_per_tensor_default_17" [id=562, type="dequantize_per_tensor"]; +"561 quantize_per_tensor_47" [id=561, type="quantize_per_tensor"]; +"562 dequantize_per_tensor_48" [id=562, type="dequantize_per_tensor"]; "563 linear_24_scale_0" [id=563, type="get_attr"]; "564 linear_24_zero_point_0" [id=564, type="get_attr"]; "565 _frozen_param21" [id=565, type="get_attr"]; -"566 dequantize_per_channel_default_17" [id=566, type="dequantize_per_channel"]; +"566 dequantize_per_channel_49" [id=566, type="dequantize_per_channel"]; "567 linear_24" [id=567, type=linear]; "568 dropout_15" [id=568, type=dropout]; "569 layer_norm_9" [id=569, type="layer_norm"]; @@ -585,29 +585,29 @@ strict digraph { "583 slice_76" [id=583, type=slice]; "584 cat_1" [id=584, type=cat]; "585 cat_1_0_0_nncf_smooth_quant_0" [id=585, type="call_module"]; -"586 quantize_per_tensor_default_18" [id=586, type="quantize_per_tensor"]; -"587 dequantize_per_tensor_default_18" [id=587, type="dequantize_per_tensor"]; +"586 quantize_per_tensor_50" [id=586, type="quantize_per_tensor"]; +"587 dequantize_per_tensor_51" [id=587, type="dequantize_per_tensor"]; "588 linear_25_scale_0" [id=588, type="get_attr"]; "589 linear_25_zero_point_0" [id=589, type="get_attr"]; "590 _frozen_param22" [id=590, type="get_attr"]; -"591 dequantize_per_channel_default_18" [id=591, type="dequantize_per_channel"]; +"591 dequantize_per_channel_52" [id=591, type="dequantize_per_channel"]; "592 linear_25" [id=592, type=linear]; "593 layer_norm_10" [id=593, type="layer_norm"]; "594 _frozen_param23" [id=594, type="get_attr"]; -"595 dequantize_per_tensor_default_19" [id=595, type="dequantize_per_tensor"]; +"595 dequantize_per_tensor_53" [id=595, type="dequantize_per_tensor"]; "596 linear_26_scale_0" [id=596, type="get_attr"]; "597 linear_26_zero_point_0" [id=597, type="get_attr"]; "598 _frozen_param24" [id=598, type="get_attr"]; -"599 dequantize_per_channel_default_19" [id=599, type="dequantize_per_channel"]; +"599 dequantize_per_channel_54" [id=599, type="dequantize_per_channel"]; "600 linear_26" [id=600, type=linear]; "601 relu__4" [id=601, type="relu_"]; "602 relu__4_0_0_nncf_smooth_quant_0" [id=602, type="call_module"]; -"603 quantize_per_tensor_default_20" [id=603, type="quantize_per_tensor"]; -"604 dequantize_per_tensor_default_20" [id=604, type="dequantize_per_tensor"]; +"603 quantize_per_tensor_55" [id=603, type="quantize_per_tensor"]; +"604 dequantize_per_tensor_56" [id=604, type="dequantize_per_tensor"]; "605 linear_27_scale_0" [id=605, type="get_attr"]; "606 linear_27_zero_point_0" [id=606, type="get_attr"]; "607 _frozen_param25" [id=607, type="get_attr"]; -"608 dequantize_per_channel_default_20" [id=608, type="dequantize_per_channel"]; +"608 dequantize_per_channel_57" [id=608, type="dequantize_per_channel"]; "609 linear_27" [id=609, type=linear]; "610 view_22" [id=610, type=view]; "611 index_4" [id=611, type=index]; @@ -664,41 +664,41 @@ strict digraph { "662 layer_norm_11" [id=662, type="layer_norm"]; "663 add_15" [id=663, type=add]; "664 add_15_0_0_nncf_smooth_quant_0" [id=664, type="call_module"]; -"665 quantize_per_tensor_default_21" [id=665, type="quantize_per_tensor"]; -"666 dequantize_per_tensor_default_21" [id=666, type="dequantize_per_tensor"]; +"665 quantize_per_tensor_58" [id=665, type="quantize_per_tensor"]; +"666 dequantize_per_tensor_59" [id=666, type="dequantize_per_tensor"]; "667 linear_30_scale_0" [id=667, type="get_attr"]; "668 linear_30_zero_point_0" [id=668, type="get_attr"]; "669 _frozen_param26" [id=669, type="get_attr"]; -"670 dequantize_per_channel_default_21" [id=670, type="dequantize_per_channel"]; +"670 dequantize_per_channel_60" [id=670, type="dequantize_per_channel"]; "671 linear_30" [id=671, type=linear]; "672 gelu_4" [id=672, type=gelu]; "673 dropout_18" [id=673, type=dropout]; "674 dropout_18_0_0_nncf_smooth_quant_0" [id=674, type="call_module"]; -"675 quantize_per_tensor_default_22" [id=675, type="quantize_per_tensor"]; -"676 dequantize_per_tensor_default_22" [id=676, type="dequantize_per_tensor"]; +"675 quantize_per_tensor_61" [id=675, type="quantize_per_tensor"]; +"676 dequantize_per_tensor_62" [id=676, type="dequantize_per_tensor"]; "677 linear_31_scale_0" [id=677, type="get_attr"]; "678 linear_31_zero_point_0" [id=678, type="get_attr"]; "679 _frozen_param27" [id=679, type="get_attr"]; -"680 dequantize_per_channel_default_22" [id=680, type="dequantize_per_channel"]; +"680 dequantize_per_channel_63" [id=680, type="dequantize_per_channel"]; "681 linear_31" [id=681, type=linear]; "682 dropout_19" [id=682, type=dropout]; "683 layer_norm_12" [id=683, type="layer_norm"]; "684 add_16" [id=684, type=add]; "685 _frozen_param28" [id=685, type="get_attr"]; -"686 dequantize_per_tensor_default_23" [id=686, type="dequantize_per_tensor"]; +"686 dequantize_per_tensor_64" [id=686, type="dequantize_per_tensor"]; "687 linear_32_scale_0" [id=687, type="get_attr"]; "688 linear_32_zero_point_0" [id=688, type="get_attr"]; "689 _frozen_param29" [id=689, type="get_attr"]; -"690 dequantize_per_channel_default_23" [id=690, type="dequantize_per_channel"]; +"690 dequantize_per_channel_65" [id=690, type="dequantize_per_channel"]; "691 linear_32" [id=691, type=linear]; "692 relu__5" [id=692, type="relu_"]; "693 relu__5_0_0_nncf_smooth_quant_0" [id=693, type="call_module"]; -"694 quantize_per_tensor_default_24" [id=694, type="quantize_per_tensor"]; -"695 dequantize_per_tensor_default_24" [id=695, type="dequantize_per_tensor"]; +"694 quantize_per_tensor_66" [id=694, type="quantize_per_tensor"]; +"695 dequantize_per_tensor_67" [id=695, type="dequantize_per_tensor"]; "696 linear_33_scale_0" [id=696, type="get_attr"]; "697 linear_33_zero_point_0" [id=697, type="get_attr"]; "698 _frozen_param30" [id=698, type="get_attr"]; -"699 dequantize_per_channel_default_24" [id=699, type="dequantize_per_channel"]; +"699 dequantize_per_channel_68" [id=699, type="dequantize_per_channel"]; "700 linear_33" [id=700, type=linear]; "701 view_26" [id=701, type=view]; "702 index_5" [id=702, type=index]; @@ -773,41 +773,41 @@ strict digraph { "771 layer_norm_13" [id=771, type="layer_norm"]; "772 add_19" [id=772, type=add]; "773 add_19_0_0_nncf_smooth_quant_0" [id=773, type="call_module"]; -"774 quantize_per_tensor_default_25" [id=774, type="quantize_per_tensor"]; -"775 dequantize_per_tensor_default_25" [id=775, type="dequantize_per_tensor"]; +"774 quantize_per_tensor_69" [id=774, type="quantize_per_tensor"]; +"775 dequantize_per_tensor_70" [id=775, type="dequantize_per_tensor"]; "776 linear_36_scale_0" [id=776, type="get_attr"]; "777 linear_36_zero_point_0" [id=777, type="get_attr"]; "778 _frozen_param31" [id=778, type="get_attr"]; -"779 dequantize_per_channel_default_25" [id=779, type="dequantize_per_channel"]; +"779 dequantize_per_channel_71" [id=779, type="dequantize_per_channel"]; "780 linear_36" [id=780, type=linear]; "781 gelu_5" [id=781, type=gelu]; "782 dropout_22" [id=782, type=dropout]; "783 dropout_22_0_0_nncf_smooth_quant_0" [id=783, type="call_module"]; -"784 quantize_per_tensor_default_26" [id=784, type="quantize_per_tensor"]; -"785 dequantize_per_tensor_default_26" [id=785, type="dequantize_per_tensor"]; +"784 quantize_per_tensor_72" [id=784, type="quantize_per_tensor"]; +"785 dequantize_per_tensor_73" [id=785, type="dequantize_per_tensor"]; "786 linear_37_scale_0" [id=786, type="get_attr"]; "787 linear_37_zero_point_0" [id=787, type="get_attr"]; "788 _frozen_param32" [id=788, type="get_attr"]; -"789 dequantize_per_channel_default_26" [id=789, type="dequantize_per_channel"]; +"789 dequantize_per_channel_74" [id=789, type="dequantize_per_channel"]; "790 linear_37" [id=790, type=linear]; "791 dropout_23" [id=791, type=dropout]; "792 layer_norm_14" [id=792, type="layer_norm"]; "793 add_20" [id=793, type=add]; "794 _frozen_param33" [id=794, type="get_attr"]; -"795 dequantize_per_tensor_default_27" [id=795, type="dequantize_per_tensor"]; +"795 dequantize_per_tensor_75" [id=795, type="dequantize_per_tensor"]; "796 linear_38_scale_0" [id=796, type="get_attr"]; "797 linear_38_zero_point_0" [id=797, type="get_attr"]; "798 _frozen_param34" [id=798, type="get_attr"]; -"799 dequantize_per_channel_default_27" [id=799, type="dequantize_per_channel"]; +"799 dequantize_per_channel_76" [id=799, type="dequantize_per_channel"]; "800 linear_38" [id=800, type=linear]; "801 relu__6" [id=801, type="relu_"]; "802 relu__6_0_0_nncf_smooth_quant_0" [id=802, type="call_module"]; -"803 quantize_per_tensor_default_28" [id=803, type="quantize_per_tensor"]; -"804 dequantize_per_tensor_default_28" [id=804, type="dequantize_per_tensor"]; +"803 quantize_per_tensor_77" [id=803, type="quantize_per_tensor"]; +"804 dequantize_per_tensor_78" [id=804, type="dequantize_per_tensor"]; "805 linear_39_scale_0" [id=805, type="get_attr"]; "806 linear_39_zero_point_0" [id=806, type="get_attr"]; "807 _frozen_param35" [id=807, type="get_attr"]; -"808 dequantize_per_channel_default_28" [id=808, type="dequantize_per_channel"]; +"808 dequantize_per_channel_79" [id=808, type="dequantize_per_channel"]; "809 linear_39" [id=809, type=linear]; "810 view_33" [id=810, type=view]; "811 index_6" [id=811, type=index]; @@ -864,41 +864,41 @@ strict digraph { "862 layer_norm_15" [id=862, type="layer_norm"]; "863 add_22" [id=863, type=add]; "864 add_22_0_0_nncf_smooth_quant_0" [id=864, type="call_module"]; -"865 quantize_per_tensor_default_29" [id=865, type="quantize_per_tensor"]; -"866 dequantize_per_tensor_default_29" [id=866, type="dequantize_per_tensor"]; +"865 quantize_per_tensor_80" [id=865, type="quantize_per_tensor"]; +"866 dequantize_per_tensor_81" [id=866, type="dequantize_per_tensor"]; "867 linear_42_scale_0" [id=867, type="get_attr"]; "868 linear_42_zero_point_0" [id=868, type="get_attr"]; "869 _frozen_param36" [id=869, type="get_attr"]; -"870 dequantize_per_channel_default_29" [id=870, type="dequantize_per_channel"]; +"870 dequantize_per_channel_82" [id=870, type="dequantize_per_channel"]; "871 linear_42" [id=871, type=linear]; "872 gelu_6" [id=872, type=gelu]; "873 dropout_26" [id=873, type=dropout]; "874 dropout_26_0_0_nncf_smooth_quant_0" [id=874, type="call_module"]; -"875 quantize_per_tensor_default_30" [id=875, type="quantize_per_tensor"]; -"876 dequantize_per_tensor_default_30" [id=876, type="dequantize_per_tensor"]; +"875 quantize_per_tensor_83" [id=875, type="quantize_per_tensor"]; +"876 dequantize_per_tensor_84" [id=876, type="dequantize_per_tensor"]; "877 linear_43_scale_0" [id=877, type="get_attr"]; "878 linear_43_zero_point_0" [id=878, type="get_attr"]; "879 _frozen_param37" [id=879, type="get_attr"]; -"880 dequantize_per_channel_default_30" [id=880, type="dequantize_per_channel"]; +"880 dequantize_per_channel_85" [id=880, type="dequantize_per_channel"]; "881 linear_43" [id=881, type=linear]; "882 dropout_27" [id=882, type=dropout]; "883 layer_norm_16" [id=883, type="layer_norm"]; "884 add_23" [id=884, type=add]; "885 _frozen_param38" [id=885, type="get_attr"]; -"886 dequantize_per_tensor_default_31" [id=886, type="dequantize_per_tensor"]; +"886 dequantize_per_tensor_86" [id=886, type="dequantize_per_tensor"]; "887 linear_44_scale_0" [id=887, type="get_attr"]; "888 linear_44_zero_point_0" [id=888, type="get_attr"]; "889 _frozen_param39" [id=889, type="get_attr"]; -"890 dequantize_per_channel_default_31" [id=890, type="dequantize_per_channel"]; +"890 dequantize_per_channel_87" [id=890, type="dequantize_per_channel"]; "891 linear_44" [id=891, type=linear]; "892 relu__7" [id=892, type="relu_"]; "893 relu__7_0_0_nncf_smooth_quant_0" [id=893, type="call_module"]; -"894 quantize_per_tensor_default_32" [id=894, type="quantize_per_tensor"]; -"895 dequantize_per_tensor_default_32" [id=895, type="dequantize_per_tensor"]; +"894 quantize_per_tensor_88" [id=894, type="quantize_per_tensor"]; +"895 dequantize_per_tensor_89" [id=895, type="dequantize_per_tensor"]; "896 linear_45_scale_0" [id=896, type="get_attr"]; "897 linear_45_zero_point_0" [id=897, type="get_attr"]; "898 _frozen_param40" [id=898, type="get_attr"]; -"899 dequantize_per_channel_default_32" [id=899, type="dequantize_per_channel"]; +"899 dequantize_per_channel_90" [id=899, type="dequantize_per_channel"]; "900 linear_45" [id=900, type=linear]; "901 view_37" [id=901, type=view]; "902 index_7" [id=902, type=index]; @@ -973,41 +973,41 @@ strict digraph { "971 layer_norm_17" [id=971, type="layer_norm"]; "972 add_26" [id=972, type=add]; "973 add_26_0_0_nncf_smooth_quant_0" [id=973, type="call_module"]; -"974 quantize_per_tensor_default_33" [id=974, type="quantize_per_tensor"]; -"975 dequantize_per_tensor_default_33" [id=975, type="dequantize_per_tensor"]; +"974 quantize_per_tensor_91" [id=974, type="quantize_per_tensor"]; +"975 dequantize_per_tensor_92" [id=975, type="dequantize_per_tensor"]; "976 linear_48_scale_0" [id=976, type="get_attr"]; "977 linear_48_zero_point_0" [id=977, type="get_attr"]; "978 _frozen_param41" [id=978, type="get_attr"]; -"979 dequantize_per_channel_default_33" [id=979, type="dequantize_per_channel"]; +"979 dequantize_per_channel_93" [id=979, type="dequantize_per_channel"]; "980 linear_48" [id=980, type=linear]; "981 gelu_7" [id=981, type=gelu]; "982 dropout_30" [id=982, type=dropout]; "983 dropout_30_0_0_nncf_smooth_quant_0" [id=983, type="call_module"]; -"984 quantize_per_tensor_default_34" [id=984, type="quantize_per_tensor"]; -"985 dequantize_per_tensor_default_34" [id=985, type="dequantize_per_tensor"]; +"984 quantize_per_tensor_94" [id=984, type="quantize_per_tensor"]; +"985 dequantize_per_tensor_95" [id=985, type="dequantize_per_tensor"]; "986 linear_49_scale_0" [id=986, type="get_attr"]; "987 linear_49_zero_point_0" [id=987, type="get_attr"]; "988 _frozen_param42" [id=988, type="get_attr"]; -"989 dequantize_per_channel_default_34" [id=989, type="dequantize_per_channel"]; +"989 dequantize_per_channel_96" [id=989, type="dequantize_per_channel"]; "990 linear_49" [id=990, type=linear]; "991 dropout_31" [id=991, type=dropout]; "992 layer_norm_18" [id=992, type="layer_norm"]; "993 add_27" [id=993, type=add]; "994 _frozen_param43" [id=994, type="get_attr"]; -"995 dequantize_per_tensor_default_35" [id=995, type="dequantize_per_tensor"]; +"995 dequantize_per_tensor_97" [id=995, type="dequantize_per_tensor"]; "996 linear_50_scale_0" [id=996, type="get_attr"]; "997 linear_50_zero_point_0" [id=997, type="get_attr"]; "998 _frozen_param44" [id=998, type="get_attr"]; -"999 dequantize_per_channel_default_35" [id=999, type="dequantize_per_channel"]; +"999 dequantize_per_channel_98" [id=999, type="dequantize_per_channel"]; "1000 linear_50" [id=1000, type=linear]; "1001 relu__8" [id=1001, type="relu_"]; "1002 relu__8_0_0_nncf_smooth_quant_0" [id=1002, type="call_module"]; -"1003 quantize_per_tensor_default_36" [id=1003, type="quantize_per_tensor"]; -"1004 dequantize_per_tensor_default_36" [id=1004, type="dequantize_per_tensor"]; +"1003 quantize_per_tensor_99" [id=1003, type="quantize_per_tensor"]; +"1004 dequantize_per_tensor_100" [id=1004, type="dequantize_per_tensor"]; "1005 linear_51_scale_0" [id=1005, type="get_attr"]; "1006 linear_51_zero_point_0" [id=1006, type="get_attr"]; "1007 _frozen_param45" [id=1007, type="get_attr"]; -"1008 dequantize_per_channel_default_36" [id=1008, type="dequantize_per_channel"]; +"1008 dequantize_per_channel_101" [id=1008, type="dequantize_per_channel"]; "1009 linear_51" [id=1009, type=linear]; "1010 view_44" [id=1010, type=view]; "1011 index_8" [id=1011, type=index]; @@ -1064,41 +1064,41 @@ strict digraph { "1062 layer_norm_19" [id=1062, type="layer_norm"]; "1063 add_29" [id=1063, type=add]; "1064 add_29_0_0_nncf_smooth_quant_0" [id=1064, type="call_module"]; -"1065 quantize_per_tensor_default_37" [id=1065, type="quantize_per_tensor"]; -"1066 dequantize_per_tensor_default_37" [id=1066, type="dequantize_per_tensor"]; +"1065 quantize_per_tensor_102" [id=1065, type="quantize_per_tensor"]; +"1066 dequantize_per_tensor_103" [id=1066, type="dequantize_per_tensor"]; "1067 linear_54_scale_0" [id=1067, type="get_attr"]; "1068 linear_54_zero_point_0" [id=1068, type="get_attr"]; "1069 _frozen_param46" [id=1069, type="get_attr"]; -"1070 dequantize_per_channel_default_37" [id=1070, type="dequantize_per_channel"]; +"1070 dequantize_per_channel_104" [id=1070, type="dequantize_per_channel"]; "1071 linear_54" [id=1071, type=linear]; "1072 gelu_8" [id=1072, type=gelu]; "1073 dropout_34" [id=1073, type=dropout]; "1074 dropout_34_0_0_nncf_smooth_quant_0" [id=1074, type="call_module"]; -"1075 quantize_per_tensor_default_38" [id=1075, type="quantize_per_tensor"]; -"1076 dequantize_per_tensor_default_38" [id=1076, type="dequantize_per_tensor"]; +"1075 quantize_per_tensor_105" [id=1075, type="quantize_per_tensor"]; +"1076 dequantize_per_tensor_106" [id=1076, type="dequantize_per_tensor"]; "1077 linear_55_scale_0" [id=1077, type="get_attr"]; "1078 linear_55_zero_point_0" [id=1078, type="get_attr"]; "1079 _frozen_param47" [id=1079, type="get_attr"]; -"1080 dequantize_per_channel_default_38" [id=1080, type="dequantize_per_channel"]; +"1080 dequantize_per_channel_107" [id=1080, type="dequantize_per_channel"]; "1081 linear_55" [id=1081, type=linear]; "1082 dropout_35" [id=1082, type=dropout]; "1083 layer_norm_20" [id=1083, type="layer_norm"]; "1084 add_30" [id=1084, type=add]; "1085 _frozen_param48" [id=1085, type="get_attr"]; -"1086 dequantize_per_tensor_default_39" [id=1086, type="dequantize_per_tensor"]; +"1086 dequantize_per_tensor_108" [id=1086, type="dequantize_per_tensor"]; "1087 linear_56_scale_0" [id=1087, type="get_attr"]; "1088 linear_56_zero_point_0" [id=1088, type="get_attr"]; "1089 _frozen_param49" [id=1089, type="get_attr"]; -"1090 dequantize_per_channel_default_39" [id=1090, type="dequantize_per_channel"]; +"1090 dequantize_per_channel_109" [id=1090, type="dequantize_per_channel"]; "1091 linear_56" [id=1091, type=linear]; "1092 relu__9" [id=1092, type="relu_"]; "1093 relu__9_0_0_nncf_smooth_quant_0" [id=1093, type="call_module"]; -"1094 quantize_per_tensor_default_40" [id=1094, type="quantize_per_tensor"]; -"1095 dequantize_per_tensor_default_40" [id=1095, type="dequantize_per_tensor"]; +"1094 quantize_per_tensor_110" [id=1094, type="quantize_per_tensor"]; +"1095 dequantize_per_tensor_111" [id=1095, type="dequantize_per_tensor"]; "1096 linear_57_scale_0" [id=1096, type="get_attr"]; "1097 linear_57_zero_point_0" [id=1097, type="get_attr"]; "1098 _frozen_param50" [id=1098, type="get_attr"]; -"1099 dequantize_per_channel_default_40" [id=1099, type="dequantize_per_channel"]; +"1099 dequantize_per_channel_112" [id=1099, type="dequantize_per_channel"]; "1100 linear_57" [id=1100, type=linear]; "1101 view_48" [id=1101, type=view]; "1102 index_9" [id=1102, type=index]; @@ -1173,22 +1173,22 @@ strict digraph { "1171 layer_norm_21" [id=1171, type="layer_norm"]; "1172 add_33" [id=1172, type=add]; "1173 add_33_0_0_nncf_smooth_quant_0" [id=1173, type="call_module"]; -"1174 quantize_per_tensor_default_41" [id=1174, type="quantize_per_tensor"]; -"1175 dequantize_per_tensor_default_41" [id=1175, type="dequantize_per_tensor"]; +"1174 quantize_per_tensor_113" [id=1174, type="quantize_per_tensor"]; +"1175 dequantize_per_tensor_114" [id=1175, type="dequantize_per_tensor"]; "1176 linear_60_scale_0" [id=1176, type="get_attr"]; "1177 linear_60_zero_point_0" [id=1177, type="get_attr"]; "1178 _frozen_param51" [id=1178, type="get_attr"]; -"1179 dequantize_per_channel_default_41" [id=1179, type="dequantize_per_channel"]; +"1179 dequantize_per_channel_115" [id=1179, type="dequantize_per_channel"]; "1180 linear_60" [id=1180, type=linear]; "1181 gelu_9" [id=1181, type=gelu]; "1182 dropout_38" [id=1182, type=dropout]; "1183 dropout_38_0_0_nncf_smooth_quant_0" [id=1183, type="call_module"]; -"1184 quantize_per_tensor_default_42" [id=1184, type="quantize_per_tensor"]; -"1185 dequantize_per_tensor_default_42" [id=1185, type="dequantize_per_tensor"]; +"1184 quantize_per_tensor_116" [id=1184, type="quantize_per_tensor"]; +"1185 dequantize_per_tensor_117" [id=1185, type="dequantize_per_tensor"]; "1186 linear_61_scale_0" [id=1186, type="get_attr"]; "1187 linear_61_zero_point_0" [id=1187, type="get_attr"]; "1188 _frozen_param52" [id=1188, type="get_attr"]; -"1189 dequantize_per_channel_default_42" [id=1189, type="dequantize_per_channel"]; +"1189 dequantize_per_channel_118" [id=1189, type="dequantize_per_channel"]; "1190 linear_61" [id=1190, type=linear]; "1191 dropout_39" [id=1191, type=dropout]; "1192 layer_norm_22" [id=1192, type="layer_norm"]; @@ -1208,29 +1208,29 @@ strict digraph { "1206 slice_172" [id=1206, type=slice]; "1207 cat_2" [id=1207, type=cat]; "1208 cat_2_0_0_nncf_smooth_quant_0" [id=1208, type="call_module"]; -"1209 quantize_per_tensor_default_43" [id=1209, type="quantize_per_tensor"]; -"1210 dequantize_per_tensor_default_43" [id=1210, type="dequantize_per_tensor"]; +"1209 quantize_per_tensor_119" [id=1209, type="quantize_per_tensor"]; +"1210 dequantize_per_tensor_120" [id=1210, type="dequantize_per_tensor"]; "1211 linear_62_scale_0" [id=1211, type="get_attr"]; "1212 linear_62_zero_point_0" [id=1212, type="get_attr"]; "1213 _frozen_param53" [id=1213, type="get_attr"]; -"1214 dequantize_per_channel_default_43" [id=1214, type="dequantize_per_channel"]; +"1214 dequantize_per_channel_121" [id=1214, type="dequantize_per_channel"]; "1215 linear_62" [id=1215, type=linear]; "1216 layer_norm_23" [id=1216, type="layer_norm"]; "1217 _frozen_param54" [id=1217, type="get_attr"]; -"1218 dequantize_per_tensor_default_44" [id=1218, type="dequantize_per_tensor"]; +"1218 dequantize_per_tensor_122" [id=1218, type="dequantize_per_tensor"]; "1219 linear_63_scale_0" [id=1219, type="get_attr"]; "1220 linear_63_zero_point_0" [id=1220, type="get_attr"]; "1221 _frozen_param55" [id=1221, type="get_attr"]; -"1222 dequantize_per_channel_default_44" [id=1222, type="dequantize_per_channel"]; +"1222 dequantize_per_channel_123" [id=1222, type="dequantize_per_channel"]; "1223 linear_63" [id=1223, type=linear]; "1224 relu__10" [id=1224, type="relu_"]; "1225 relu__10_0_0_nncf_smooth_quant_0" [id=1225, type="call_module"]; -"1226 quantize_per_tensor_default_45" [id=1226, type="quantize_per_tensor"]; -"1227 dequantize_per_tensor_default_45" [id=1227, type="dequantize_per_tensor"]; +"1226 quantize_per_tensor_124" [id=1226, type="quantize_per_tensor"]; +"1227 dequantize_per_tensor_125" [id=1227, type="dequantize_per_tensor"]; "1228 linear_64_scale_0" [id=1228, type="get_attr"]; "1229 linear_64_zero_point_0" [id=1229, type="get_attr"]; "1230 _frozen_param56" [id=1230, type="get_attr"]; -"1231 dequantize_per_channel_default_45" [id=1231, type="dequantize_per_channel"]; +"1231 dequantize_per_channel_126" [id=1231, type="dequantize_per_channel"]; "1232 linear_64" [id=1232, type=linear]; "1233 view_55" [id=1233, type=view]; "1234 index_10" [id=1234, type=index]; @@ -1287,41 +1287,41 @@ strict digraph { "1285 layer_norm_24" [id=1285, type="layer_norm"]; "1286 add_36" [id=1286, type=add]; "1287 add_36_0_0_nncf_smooth_quant_0" [id=1287, type="call_module"]; -"1288 quantize_per_tensor_default_46" [id=1288, type="quantize_per_tensor"]; -"1289 dequantize_per_tensor_default_46" [id=1289, type="dequantize_per_tensor"]; +"1288 quantize_per_tensor_127" [id=1288, type="quantize_per_tensor"]; +"1289 dequantize_per_tensor_128" [id=1289, type="dequantize_per_tensor"]; "1290 linear_67_scale_0" [id=1290, type="get_attr"]; "1291 linear_67_zero_point_0" [id=1291, type="get_attr"]; "1292 _frozen_param57" [id=1292, type="get_attr"]; -"1293 dequantize_per_channel_default_46" [id=1293, type="dequantize_per_channel"]; +"1293 dequantize_per_channel_129" [id=1293, type="dequantize_per_channel"]; "1294 linear_67" [id=1294, type=linear]; "1295 gelu_10" [id=1295, type=gelu]; "1296 dropout_42" [id=1296, type=dropout]; "1297 dropout_42_0_0_nncf_smooth_quant_0" [id=1297, type="call_module"]; -"1298 quantize_per_tensor_default_47" [id=1298, type="quantize_per_tensor"]; -"1299 dequantize_per_tensor_default_47" [id=1299, type="dequantize_per_tensor"]; +"1298 quantize_per_tensor_130" [id=1298, type="quantize_per_tensor"]; +"1299 dequantize_per_tensor_131" [id=1299, type="dequantize_per_tensor"]; "1300 linear_68_scale_0" [id=1300, type="get_attr"]; "1301 linear_68_zero_point_0" [id=1301, type="get_attr"]; "1302 _frozen_param58" [id=1302, type="get_attr"]; -"1303 dequantize_per_channel_default_47" [id=1303, type="dequantize_per_channel"]; +"1303 dequantize_per_channel_132" [id=1303, type="dequantize_per_channel"]; "1304 linear_68" [id=1304, type=linear]; "1305 dropout_43" [id=1305, type=dropout]; "1306 layer_norm_25" [id=1306, type="layer_norm"]; "1307 add_37" [id=1307, type=add]; "1308 _frozen_param59" [id=1308, type="get_attr"]; -"1309 dequantize_per_tensor_default_48" [id=1309, type="dequantize_per_tensor"]; +"1309 dequantize_per_tensor_133" [id=1309, type="dequantize_per_tensor"]; "1310 linear_69_scale_0" [id=1310, type="get_attr"]; "1311 linear_69_zero_point_0" [id=1311, type="get_attr"]; "1312 _frozen_param60" [id=1312, type="get_attr"]; -"1313 dequantize_per_channel_default_48" [id=1313, type="dequantize_per_channel"]; +"1313 dequantize_per_channel_134" [id=1313, type="dequantize_per_channel"]; "1314 linear_69" [id=1314, type=linear]; "1315 relu__11" [id=1315, type="relu_"]; "1316 relu__11_0_0_nncf_smooth_quant_0" [id=1316, type="call_module"]; -"1317 quantize_per_tensor_default_49" [id=1317, type="quantize_per_tensor"]; -"1318 dequantize_per_tensor_default_49" [id=1318, type="dequantize_per_tensor"]; +"1317 quantize_per_tensor_135" [id=1317, type="quantize_per_tensor"]; +"1318 dequantize_per_tensor_136" [id=1318, type="dequantize_per_tensor"]; "1319 linear_70_scale_0" [id=1319, type="get_attr"]; "1320 linear_70_zero_point_0" [id=1320, type="get_attr"]; "1321 _frozen_param61" [id=1321, type="get_attr"]; -"1322 dequantize_per_channel_default_49" [id=1322, type="dequantize_per_channel"]; +"1322 dequantize_per_channel_137" [id=1322, type="dequantize_per_channel"]; "1323 linear_70" [id=1323, type=linear]; "1324 view_59" [id=1324, type=view]; "1325 index_11" [id=1325, type=index]; @@ -1378,22 +1378,22 @@ strict digraph { "1376 layer_norm_26" [id=1376, type="layer_norm"]; "1377 add_39" [id=1377, type=add]; "1378 add_39_0_0_nncf_smooth_quant_0" [id=1378, type="call_module"]; -"1379 quantize_per_tensor_default_50" [id=1379, type="quantize_per_tensor"]; -"1380 dequantize_per_tensor_default_50" [id=1380, type="dequantize_per_tensor"]; +"1379 quantize_per_tensor_138" [id=1379, type="quantize_per_tensor"]; +"1380 dequantize_per_tensor_139" [id=1380, type="dequantize_per_tensor"]; "1381 linear_73_scale_0" [id=1381, type="get_attr"]; "1382 linear_73_zero_point_0" [id=1382, type="get_attr"]; "1383 _frozen_param62" [id=1383, type="get_attr"]; -"1384 dequantize_per_channel_default_50" [id=1384, type="dequantize_per_channel"]; +"1384 dequantize_per_channel_140" [id=1384, type="dequantize_per_channel"]; "1385 linear_73" [id=1385, type=linear]; "1386 gelu_11" [id=1386, type=gelu]; "1387 dropout_46" [id=1387, type=dropout]; "1388 dropout_46_0_0_nncf_smooth_quant_0" [id=1388, type="call_module"]; -"1389 quantize_per_tensor_default_51" [id=1389, type="quantize_per_tensor"]; -"1390 dequantize_per_tensor_default_51" [id=1390, type="dequantize_per_tensor"]; +"1389 quantize_per_tensor_141" [id=1389, type="quantize_per_tensor"]; +"1390 dequantize_per_tensor_142" [id=1390, type="dequantize_per_tensor"]; "1391 linear_74_scale_0" [id=1391, type="get_attr"]; "1392 linear_74_zero_point_0" [id=1392, type="get_attr"]; "1393 _frozen_param63" [id=1393, type="get_attr"]; -"1394 dequantize_per_channel_default_51" [id=1394, type="dequantize_per_channel"]; +"1394 dequantize_per_channel_143" [id=1394, type="dequantize_per_channel"]; "1395 linear_74" [id=1395, type=linear]; "1396 dropout_47" [id=1396, type=dropout]; "1397 layer_norm_27" [id=1397, type="layer_norm"]; @@ -1403,12 +1403,12 @@ strict digraph { "1401 adaptive_avg_pool2d" [id=1401, type="adaptive_avg_pool2d"]; "1402 flatten" [id=1402, type=flatten]; "1403 flatten_0_0_nncf_smooth_quant_0" [id=1403, type="call_module"]; -"1404 quantize_per_tensor_default_52" [id=1404, type="quantize_per_tensor"]; -"1405 dequantize_per_tensor_default_52" [id=1405, type="dequantize_per_tensor"]; +"1404 quantize_per_tensor_144" [id=1404, type="quantize_per_tensor"]; +"1405 dequantize_per_tensor_145" [id=1405, type="dequantize_per_tensor"]; "1406 linear_75_scale_0" [id=1406, type="get_attr"]; "1407 linear_75_zero_point_0" [id=1407, type="get_attr"]; "1408 _frozen_param64" [id=1408, type="get_attr"]; -"1409 dequantize_per_channel_default_52" [id=1409, type="dequantize_per_channel"]; +"1409 dequantize_per_channel_146" [id=1409, type="dequantize_per_channel"]; "1410 linear_75" [id=1410, type=linear]; "1411 output" [id=1411, type=output]; "0 features_1_0_attn_qkv_bias" -> "182 clone" [style=solid, label="(288,)"]; @@ -1555,32 +1555,32 @@ strict digraph { "141 features_5_5_attn_relative_position_index" -> "1102 index_9" [style=solid, label="(4096,)"]; "142 features_7_0_attn_relative_position_index" -> "1234 index_10" [style=solid, label="(4096,)"]; "143 features_7_1_attn_relative_position_index" -> "1325 index_11" [style=solid, label="(4096,)"]; -"144 x" -> "145 quantize_per_tensor_default" [style=solid, label="(1, 3, 224, 224)"]; -"145 quantize_per_tensor_default" -> "146 dequantize_per_tensor_default" [style=solid, label="(1, 3, 224, 224)"]; -"146 dequantize_per_tensor_default" -> "151 conv2d" [style=solid, label="(1, 3, 224, 224)"]; -"147 conv2d_scale_0" -> "150 dequantize_per_channel_default" [style=solid, label="(96,)"]; -"148 conv2d_zero_point_0" -> "150 dequantize_per_channel_default" [style=solid, label="(96,)"]; -"149 _frozen_param0" -> "150 dequantize_per_channel_default" [style=solid, label="(96, 3, 4, 4)"]; -"150 dequantize_per_channel_default" -> "151 conv2d" [style=solid, label="(96, 3, 4, 4)"]; +"144 x" -> "145 quantize_per_tensor_0" [style=solid, label="(1, 3, 224, 224)"]; +"145 quantize_per_tensor_0" -> "146 dequantize_per_tensor_1" [style=solid, label="(1, 3, 224, 224)"]; +"146 dequantize_per_tensor_1" -> "151 conv2d" [style=solid, label="(1, 3, 224, 224)"]; +"147 conv2d_scale_0" -> "150 dequantize_per_channel_2" [style=solid, label="(96,)"]; +"148 conv2d_zero_point_0" -> "150 dequantize_per_channel_2" [style=solid, label="(96,)"]; +"149 _frozen_param0" -> "150 dequantize_per_channel_2" [style=solid, label="(96, 3, 4, 4)"]; +"150 dequantize_per_channel_2" -> "151 conv2d" [style=solid, label="(96, 3, 4, 4)"]; "151 conv2d" -> "152 permute" [style=solid, label="(1, 96, 56, 56)"]; "152 permute" -> "153 layer_norm" [style=solid, label="(1, 56, 56, 96)"]; "153 layer_norm" -> "178 pad" [style=solid, label="(1, 56, 56, 96)"]; "153 layer_norm" -> "220 add_1" [style=solid, label="(1, 56, 56, 96)"]; -"154 _frozen_param1" -> "155 dequantize_per_tensor_default_1" [style=solid, label="(1, 15, 15, 2)"]; -"155 dequantize_per_tensor_default_1" -> "160 linear" [style=solid, label="(1, 15, 15, 2)"]; -"156 linear_scale_0" -> "159 dequantize_per_channel_default_1" [style=solid, label="(512,)"]; -"157 linear_zero_point_0" -> "159 dequantize_per_channel_default_1" [style=solid, label="(512,)"]; -"158 _frozen_param2" -> "159 dequantize_per_channel_default_1" [style=solid, label="(512, 2)"]; -"159 dequantize_per_channel_default_1" -> "160 linear" [style=solid, label="(512, 2)"]; +"154 _frozen_param1" -> "155 dequantize_per_tensor_3" [style=solid, label="(1, 15, 15, 2)"]; +"155 dequantize_per_tensor_3" -> "160 linear" [style=solid, label="(1, 15, 15, 2)"]; +"156 linear_scale_0" -> "159 dequantize_per_channel_4" [style=solid, label="(512,)"]; +"157 linear_zero_point_0" -> "159 dequantize_per_channel_4" [style=solid, label="(512,)"]; +"158 _frozen_param2" -> "159 dequantize_per_channel_4" [style=solid, label="(512, 2)"]; +"159 dequantize_per_channel_4" -> "160 linear" [style=solid, label="(512, 2)"]; "160 linear" -> "161 relu_" [style=solid, label="(1, 15, 15, 512)"]; "161 relu_" -> "162 relu__0_0_nncf_smooth_quant_0" [style=solid, label="(1, 15, 15, 512)"]; -"162 relu__0_0_nncf_smooth_quant_0" -> "163 quantize_per_tensor_default_2" [style=solid, label="(1, 15, 15, 512)"]; -"163 quantize_per_tensor_default_2" -> "164 dequantize_per_tensor_default_2" [style=solid, label="(1, 15, 15, 512)"]; -"164 dequantize_per_tensor_default_2" -> "169 linear_1" [style=solid, label="(1, 15, 15, 512)"]; -"165 linear_1_scale_0" -> "168 dequantize_per_channel_default_2" [style=solid, label="(3,)"]; -"166 linear_1_zero_point_0" -> "168 dequantize_per_channel_default_2" [style=solid, label="(3,)"]; -"167 _frozen_param3" -> "168 dequantize_per_channel_default_2" [style=solid, label="(3, 512)"]; -"168 dequantize_per_channel_default_2" -> "169 linear_1" [style=solid, label="(3, 512)"]; +"162 relu__0_0_nncf_smooth_quant_0" -> "163 quantize_per_tensor_5" [style=solid, label="(1, 15, 15, 512)"]; +"163 quantize_per_tensor_5" -> "164 dequantize_per_tensor_6" [style=solid, label="(1, 15, 15, 512)"]; +"164 dequantize_per_tensor_6" -> "169 linear_1" [style=solid, label="(1, 15, 15, 512)"]; +"165 linear_1_scale_0" -> "168 dequantize_per_channel_7" [style=solid, label="(3,)"]; +"166 linear_1_zero_point_0" -> "168 dequantize_per_channel_7" [style=solid, label="(3,)"]; +"167 _frozen_param3" -> "168 dequantize_per_channel_7" [style=solid, label="(3, 512)"]; +"168 dequantize_per_channel_7" -> "169 linear_1" [style=solid, label="(3, 512)"]; "169 linear_1" -> "170 view" [style=solid, label="(1, 15, 15, 3)"]; "170 view" -> "171 index" [style=solid, label="(225, 3)"]; "171 index" -> "172 view_1" [style=solid, label="(4096, 3)"]; @@ -1640,43 +1640,43 @@ strict digraph { "219 layer_norm_1" -> "220 add_1" [style=solid, label="(1, 56, 56, 96)"]; "220 add_1" -> "221 add_1_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 56, 56, 96)"]; "220 add_1" -> "241 add_2" [style=solid, label="(1, 56, 56, 96)"]; -"221 add_1_0_0_nncf_smooth_quant_0" -> "222 quantize_per_tensor_default_3" [style=solid, label="(1, 56, 56, 96)"]; -"222 quantize_per_tensor_default_3" -> "223 dequantize_per_tensor_default_3" [style=solid, label="(1, 56, 56, 96)"]; -"223 dequantize_per_tensor_default_3" -> "228 linear_4" [style=solid, label="(1, 56, 56, 96)"]; -"224 linear_4_scale_0" -> "227 dequantize_per_channel_default_3" [style=solid, label="(384,)"]; -"225 linear_4_zero_point_0" -> "227 dequantize_per_channel_default_3" [style=solid, label="(384,)"]; -"226 _frozen_param4" -> "227 dequantize_per_channel_default_3" [style=solid, label="(384, 96)"]; -"227 dequantize_per_channel_default_3" -> "228 linear_4" [style=solid, label="(384, 96)"]; +"221 add_1_0_0_nncf_smooth_quant_0" -> "222 quantize_per_tensor_8" [style=solid, label="(1, 56, 56, 96)"]; +"222 quantize_per_tensor_8" -> "223 dequantize_per_tensor_9" [style=solid, label="(1, 56, 56, 96)"]; +"223 dequantize_per_tensor_9" -> "228 linear_4" [style=solid, label="(1, 56, 56, 96)"]; +"224 linear_4_scale_0" -> "227 dequantize_per_channel_10" [style=solid, label="(384,)"]; +"225 linear_4_zero_point_0" -> "227 dequantize_per_channel_10" [style=solid, label="(384,)"]; +"226 _frozen_param4" -> "227 dequantize_per_channel_10" [style=solid, label="(384, 96)"]; +"227 dequantize_per_channel_10" -> "228 linear_4" [style=solid, label="(384, 96)"]; "228 linear_4" -> "229 gelu" [style=solid, label="(1, 56, 56, 384)"]; "229 gelu" -> "230 dropout_2" [style=solid, label="(1, 56, 56, 384)"]; "230 dropout_2" -> "231 dropout_2_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 56, 56, 384)"]; -"231 dropout_2_0_0_nncf_smooth_quant_0" -> "232 quantize_per_tensor_default_4" [style=solid, label="(1, 56, 56, 384)"]; -"232 quantize_per_tensor_default_4" -> "233 dequantize_per_tensor_default_4" [style=solid, label="(1, 56, 56, 384)"]; -"233 dequantize_per_tensor_default_4" -> "238 linear_5" [style=solid, label="(1, 56, 56, 384)"]; -"234 linear_5_scale_0" -> "237 dequantize_per_channel_default_4" [style=solid, label="(96,)"]; -"235 linear_5_zero_point_0" -> "237 dequantize_per_channel_default_4" [style=solid, label="(96,)"]; -"236 _frozen_param5" -> "237 dequantize_per_channel_default_4" [style=solid, label="(96, 384)"]; -"237 dequantize_per_channel_default_4" -> "238 linear_5" [style=solid, label="(96, 384)"]; +"231 dropout_2_0_0_nncf_smooth_quant_0" -> "232 quantize_per_tensor_11" [style=solid, label="(1, 56, 56, 384)"]; +"232 quantize_per_tensor_11" -> "233 dequantize_per_tensor_12" [style=solid, label="(1, 56, 56, 384)"]; +"233 dequantize_per_tensor_12" -> "238 linear_5" [style=solid, label="(1, 56, 56, 384)"]; +"234 linear_5_scale_0" -> "237 dequantize_per_channel_13" [style=solid, label="(96,)"]; +"235 linear_5_zero_point_0" -> "237 dequantize_per_channel_13" [style=solid, label="(96,)"]; +"236 _frozen_param5" -> "237 dequantize_per_channel_13" [style=solid, label="(96, 384)"]; +"237 dequantize_per_channel_13" -> "238 linear_5" [style=solid, label="(96, 384)"]; "238 linear_5" -> "239 dropout_3" [style=solid, label="(1, 56, 56, 96)"]; "239 dropout_3" -> "240 layer_norm_2" [style=solid, label="(1, 56, 56, 96)"]; "240 layer_norm_2" -> "241 add_2" [style=solid, label="(1, 56, 56, 96)"]; "241 add_2" -> "266 pad_1" [style=solid, label="(1, 56, 56, 96)"]; "241 add_2" -> "326 add_5" [style=solid, label="(1, 56, 56, 96)"]; -"242 _frozen_param6" -> "243 dequantize_per_tensor_default_5" [style=solid, label="(1, 15, 15, 2)"]; -"243 dequantize_per_tensor_default_5" -> "248 linear_6" [style=solid, label="(1, 15, 15, 2)"]; -"244 linear_6_scale_0" -> "247 dequantize_per_channel_default_5" [style=solid, label="(512,)"]; -"245 linear_6_zero_point_0" -> "247 dequantize_per_channel_default_5" [style=solid, label="(512,)"]; -"246 _frozen_param7" -> "247 dequantize_per_channel_default_5" [style=solid, label="(512, 2)"]; -"247 dequantize_per_channel_default_5" -> "248 linear_6" [style=solid, label="(512, 2)"]; +"242 _frozen_param6" -> "243 dequantize_per_tensor_14" [style=solid, label="(1, 15, 15, 2)"]; +"243 dequantize_per_tensor_14" -> "248 linear_6" [style=solid, label="(1, 15, 15, 2)"]; +"244 linear_6_scale_0" -> "247 dequantize_per_channel_15" [style=solid, label="(512,)"]; +"245 linear_6_zero_point_0" -> "247 dequantize_per_channel_15" [style=solid, label="(512,)"]; +"246 _frozen_param7" -> "247 dequantize_per_channel_15" [style=solid, label="(512, 2)"]; +"247 dequantize_per_channel_15" -> "248 linear_6" [style=solid, label="(512, 2)"]; "248 linear_6" -> "249 relu__1" [style=solid, label="(1, 15, 15, 512)"]; "249 relu__1" -> "250 relu__1_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 15, 15, 512)"]; -"250 relu__1_0_0_nncf_smooth_quant_0" -> "251 quantize_per_tensor_default_6" [style=solid, label="(1, 15, 15, 512)"]; -"251 quantize_per_tensor_default_6" -> "252 dequantize_per_tensor_default_6" [style=solid, label="(1, 15, 15, 512)"]; -"252 dequantize_per_tensor_default_6" -> "257 linear_7" [style=solid, label="(1, 15, 15, 512)"]; -"253 linear_7_scale_0" -> "256 dequantize_per_channel_default_6" [style=solid, label="(3,)"]; -"254 linear_7_zero_point_0" -> "256 dequantize_per_channel_default_6" [style=solid, label="(3,)"]; -"255 _frozen_param8" -> "256 dequantize_per_channel_default_6" [style=solid, label="(3, 512)"]; -"256 dequantize_per_channel_default_6" -> "257 linear_7" [style=solid, label="(3, 512)"]; +"250 relu__1_0_0_nncf_smooth_quant_0" -> "251 quantize_per_tensor_16" [style=solid, label="(1, 15, 15, 512)"]; +"251 quantize_per_tensor_16" -> "252 dequantize_per_tensor_17" [style=solid, label="(1, 15, 15, 512)"]; +"252 dequantize_per_tensor_17" -> "257 linear_7" [style=solid, label="(1, 15, 15, 512)"]; +"253 linear_7_scale_0" -> "256 dequantize_per_channel_18" [style=solid, label="(3,)"]; +"254 linear_7_zero_point_0" -> "256 dequantize_per_channel_18" [style=solid, label="(3,)"]; +"255 _frozen_param8" -> "256 dequantize_per_channel_18" [style=solid, label="(3, 512)"]; +"256 dequantize_per_channel_18" -> "257 linear_7" [style=solid, label="(3, 512)"]; "257 linear_7" -> "258 view_4" [style=solid, label="(1, 15, 15, 3)"]; "258 view_4" -> "259 index_1" [style=solid, label="(225, 3)"]; "259 index_1" -> "260 view_5" [style=solid, label="(4096, 3)"]; @@ -1758,23 +1758,23 @@ strict digraph { "325 layer_norm_3" -> "326 add_5" [style=solid, label="(1, 56, 56, 96)"]; "326 add_5" -> "327 add_5_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 56, 56, 96)"]; "326 add_5" -> "347 add_6" [style=solid, label="(1, 56, 56, 96)"]; -"327 add_5_0_0_nncf_smooth_quant_0" -> "328 quantize_per_tensor_default_7" [style=solid, label="(1, 56, 56, 96)"]; -"328 quantize_per_tensor_default_7" -> "329 dequantize_per_tensor_default_7" [style=solid, label="(1, 56, 56, 96)"]; -"329 dequantize_per_tensor_default_7" -> "334 linear_10" [style=solid, label="(1, 56, 56, 96)"]; -"330 linear_10_scale_0" -> "333 dequantize_per_channel_default_7" [style=solid, label="(384,)"]; -"331 linear_10_zero_point_0" -> "333 dequantize_per_channel_default_7" [style=solid, label="(384,)"]; -"332 _frozen_param9" -> "333 dequantize_per_channel_default_7" [style=solid, label="(384, 96)"]; -"333 dequantize_per_channel_default_7" -> "334 linear_10" [style=solid, label="(384, 96)"]; +"327 add_5_0_0_nncf_smooth_quant_0" -> "328 quantize_per_tensor_19" [style=solid, label="(1, 56, 56, 96)"]; +"328 quantize_per_tensor_19" -> "329 dequantize_per_tensor_20" [style=solid, label="(1, 56, 56, 96)"]; +"329 dequantize_per_tensor_20" -> "334 linear_10" [style=solid, label="(1, 56, 56, 96)"]; +"330 linear_10_scale_0" -> "333 dequantize_per_channel_21" [style=solid, label="(384,)"]; +"331 linear_10_zero_point_0" -> "333 dequantize_per_channel_21" [style=solid, label="(384,)"]; +"332 _frozen_param9" -> "333 dequantize_per_channel_21" [style=solid, label="(384, 96)"]; +"333 dequantize_per_channel_21" -> "334 linear_10" [style=solid, label="(384, 96)"]; "334 linear_10" -> "335 gelu_1" [style=solid, label="(1, 56, 56, 384)"]; "335 gelu_1" -> "336 dropout_6" [style=solid, label="(1, 56, 56, 384)"]; "336 dropout_6" -> "337 dropout_6_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 56, 56, 384)"]; -"337 dropout_6_0_0_nncf_smooth_quant_0" -> "338 quantize_per_tensor_default_8" [style=solid, label="(1, 56, 56, 384)"]; -"338 quantize_per_tensor_default_8" -> "339 dequantize_per_tensor_default_8" [style=solid, label="(1, 56, 56, 384)"]; -"339 dequantize_per_tensor_default_8" -> "344 linear_11" [style=solid, label="(1, 56, 56, 384)"]; -"340 linear_11_scale_0" -> "343 dequantize_per_channel_default_8" [style=solid, label="(96,)"]; -"341 linear_11_zero_point_0" -> "343 dequantize_per_channel_default_8" [style=solid, label="(96,)"]; -"342 _frozen_param10" -> "343 dequantize_per_channel_default_8" [style=solid, label="(96, 384)"]; -"343 dequantize_per_channel_default_8" -> "344 linear_11" [style=solid, label="(96, 384)"]; +"337 dropout_6_0_0_nncf_smooth_quant_0" -> "338 quantize_per_tensor_22" [style=solid, label="(1, 56, 56, 384)"]; +"338 quantize_per_tensor_22" -> "339 dequantize_per_tensor_23" [style=solid, label="(1, 56, 56, 384)"]; +"339 dequantize_per_tensor_23" -> "344 linear_11" [style=solid, label="(1, 56, 56, 384)"]; +"340 linear_11_scale_0" -> "343 dequantize_per_channel_24" [style=solid, label="(96,)"]; +"341 linear_11_zero_point_0" -> "343 dequantize_per_channel_24" [style=solid, label="(96,)"]; +"342 _frozen_param10" -> "343 dequantize_per_channel_24" [style=solid, label="(96, 384)"]; +"343 dequantize_per_channel_24" -> "344 linear_11" [style=solid, label="(96, 384)"]; "344 linear_11" -> "345 dropout_7" [style=solid, label="(1, 56, 56, 96)"]; "345 dropout_7" -> "346 layer_norm_4" [style=solid, label="(1, 56, 56, 96)"]; "346 layer_norm_4" -> "347 add_6" [style=solid, label="(1, 56, 56, 96)"]; @@ -1796,31 +1796,31 @@ strict digraph { "359 slice_35" -> "360 slice_36" [style=solid, label="(1, 28, 28, 96)"]; "360 slice_36" -> "361 cat" [style=solid, label="(1, 28, 28, 96)"]; "361 cat" -> "362 cat_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 28, 28, 384)"]; -"362 cat_0_0_nncf_smooth_quant_0" -> "363 quantize_per_tensor_default_9" [style=solid, label="(1, 28, 28, 384)"]; -"363 quantize_per_tensor_default_9" -> "364 dequantize_per_tensor_default_9" [style=solid, label="(1, 28, 28, 384)"]; -"364 dequantize_per_tensor_default_9" -> "369 linear_12" [style=solid, label="(1, 28, 28, 384)"]; -"365 linear_12_scale_0" -> "368 dequantize_per_channel_default_9" [style=solid, label="(192,)"]; -"366 linear_12_zero_point_0" -> "368 dequantize_per_channel_default_9" [style=solid, label="(192,)"]; -"367 _frozen_param11" -> "368 dequantize_per_channel_default_9" [style=solid, label="(192, 384)"]; -"368 dequantize_per_channel_default_9" -> "369 linear_12" [style=solid, label="(192, 384)"]; +"362 cat_0_0_nncf_smooth_quant_0" -> "363 quantize_per_tensor_25" [style=solid, label="(1, 28, 28, 384)"]; +"363 quantize_per_tensor_25" -> "364 dequantize_per_tensor_26" [style=solid, label="(1, 28, 28, 384)"]; +"364 dequantize_per_tensor_26" -> "369 linear_12" [style=solid, label="(1, 28, 28, 384)"]; +"365 linear_12_scale_0" -> "368 dequantize_per_channel_27" [style=solid, label="(192,)"]; +"366 linear_12_zero_point_0" -> "368 dequantize_per_channel_27" [style=solid, label="(192,)"]; +"367 _frozen_param11" -> "368 dequantize_per_channel_27" [style=solid, label="(192, 384)"]; +"368 dequantize_per_channel_27" -> "369 linear_12" [style=solid, label="(192, 384)"]; "369 linear_12" -> "370 layer_norm_5" [style=solid, label="(1, 28, 28, 192)"]; "370 layer_norm_5" -> "395 pad_3" [style=solid, label="(1, 28, 28, 192)"]; "370 layer_norm_5" -> "440 add_8" [style=solid, label="(1, 28, 28, 192)"]; -"371 _frozen_param12" -> "372 dequantize_per_tensor_default_10" [style=solid, label="(1, 15, 15, 2)"]; -"372 dequantize_per_tensor_default_10" -> "377 linear_13" [style=solid, label="(1, 15, 15, 2)"]; -"373 linear_13_scale_0" -> "376 dequantize_per_channel_default_10" [style=solid, label="(512,)"]; -"374 linear_13_zero_point_0" -> "376 dequantize_per_channel_default_10" [style=solid, label="(512,)"]; -"375 _frozen_param13" -> "376 dequantize_per_channel_default_10" [style=solid, label="(512, 2)"]; -"376 dequantize_per_channel_default_10" -> "377 linear_13" [style=solid, label="(512, 2)"]; +"371 _frozen_param12" -> "372 dequantize_per_tensor_28" [style=solid, label="(1, 15, 15, 2)"]; +"372 dequantize_per_tensor_28" -> "377 linear_13" [style=solid, label="(1, 15, 15, 2)"]; +"373 linear_13_scale_0" -> "376 dequantize_per_channel_29" [style=solid, label="(512,)"]; +"374 linear_13_zero_point_0" -> "376 dequantize_per_channel_29" [style=solid, label="(512,)"]; +"375 _frozen_param13" -> "376 dequantize_per_channel_29" [style=solid, label="(512, 2)"]; +"376 dequantize_per_channel_29" -> "377 linear_13" [style=solid, label="(512, 2)"]; "377 linear_13" -> "378 relu__2" [style=solid, label="(1, 15, 15, 512)"]; "378 relu__2" -> "379 relu__2_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 15, 15, 512)"]; -"379 relu__2_0_0_nncf_smooth_quant_0" -> "380 quantize_per_tensor_default_11" [style=solid, label="(1, 15, 15, 512)"]; -"380 quantize_per_tensor_default_11" -> "381 dequantize_per_tensor_default_11" [style=solid, label="(1, 15, 15, 512)"]; -"381 dequantize_per_tensor_default_11" -> "386 linear_14" [style=solid, label="(1, 15, 15, 512)"]; -"382 linear_14_scale_0" -> "385 dequantize_per_channel_default_11" [style=solid, label="(6,)"]; -"383 linear_14_zero_point_0" -> "385 dequantize_per_channel_default_11" [style=solid, label="(6,)"]; -"384 _frozen_param14" -> "385 dequantize_per_channel_default_11" [style=solid, label="(6, 512)"]; -"385 dequantize_per_channel_default_11" -> "386 linear_14" [style=solid, label="(6, 512)"]; +"379 relu__2_0_0_nncf_smooth_quant_0" -> "380 quantize_per_tensor_30" [style=solid, label="(1, 15, 15, 512)"]; +"380 quantize_per_tensor_30" -> "381 dequantize_per_tensor_31" [style=solid, label="(1, 15, 15, 512)"]; +"381 dequantize_per_tensor_31" -> "386 linear_14" [style=solid, label="(1, 15, 15, 512)"]; +"382 linear_14_scale_0" -> "385 dequantize_per_channel_32" [style=solid, label="(6,)"]; +"383 linear_14_zero_point_0" -> "385 dequantize_per_channel_32" [style=solid, label="(6,)"]; +"384 _frozen_param14" -> "385 dequantize_per_channel_32" [style=solid, label="(6, 512)"]; +"385 dequantize_per_channel_32" -> "386 linear_14" [style=solid, label="(6, 512)"]; "386 linear_14" -> "387 view_11" [style=solid, label="(1, 15, 15, 6)"]; "387 view_11" -> "388 index_2" [style=solid, label="(225, 6)"]; "388 index_2" -> "389 view_12" [style=solid, label="(4096, 6)"]; @@ -1883,43 +1883,43 @@ strict digraph { "439 layer_norm_6" -> "440 add_8" [style=solid, label="(1, 28, 28, 192)"]; "440 add_8" -> "441 add_8_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 28, 28, 192)"]; "440 add_8" -> "461 add_9" [style=solid, label="(1, 28, 28, 192)"]; -"441 add_8_0_0_nncf_smooth_quant_0" -> "442 quantize_per_tensor_default_12" [style=solid, label="(1, 28, 28, 192)"]; -"442 quantize_per_tensor_default_12" -> "443 dequantize_per_tensor_default_12" [style=solid, label="(1, 28, 28, 192)"]; -"443 dequantize_per_tensor_default_12" -> "448 linear_17" [style=solid, label="(1, 28, 28, 192)"]; -"444 linear_17_scale_0" -> "447 dequantize_per_channel_default_12" [style=solid, label="(768,)"]; -"445 linear_17_zero_point_0" -> "447 dequantize_per_channel_default_12" [style=solid, label="(768,)"]; -"446 _frozen_param15" -> "447 dequantize_per_channel_default_12" [style=solid, label="(768, 192)"]; -"447 dequantize_per_channel_default_12" -> "448 linear_17" [style=solid, label="(768, 192)"]; +"441 add_8_0_0_nncf_smooth_quant_0" -> "442 quantize_per_tensor_33" [style=solid, label="(1, 28, 28, 192)"]; +"442 quantize_per_tensor_33" -> "443 dequantize_per_tensor_34" [style=solid, label="(1, 28, 28, 192)"]; +"443 dequantize_per_tensor_34" -> "448 linear_17" [style=solid, label="(1, 28, 28, 192)"]; +"444 linear_17_scale_0" -> "447 dequantize_per_channel_35" [style=solid, label="(768,)"]; +"445 linear_17_zero_point_0" -> "447 dequantize_per_channel_35" [style=solid, label="(768,)"]; +"446 _frozen_param15" -> "447 dequantize_per_channel_35" [style=solid, label="(768, 192)"]; +"447 dequantize_per_channel_35" -> "448 linear_17" [style=solid, label="(768, 192)"]; "448 linear_17" -> "449 gelu_2" [style=solid, label="(1, 28, 28, 768)"]; "449 gelu_2" -> "450 dropout_10" [style=solid, label="(1, 28, 28, 768)"]; "450 dropout_10" -> "451 dropout_10_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 28, 28, 768)"]; -"451 dropout_10_0_0_nncf_smooth_quant_0" -> "452 quantize_per_tensor_default_13" [style=solid, label="(1, 28, 28, 768)"]; -"452 quantize_per_tensor_default_13" -> "453 dequantize_per_tensor_default_13" [style=solid, label="(1, 28, 28, 768)"]; -"453 dequantize_per_tensor_default_13" -> "458 linear_18" [style=solid, label="(1, 28, 28, 768)"]; -"454 linear_18_scale_0" -> "457 dequantize_per_channel_default_13" [style=solid, label="(192,)"]; -"455 linear_18_zero_point_0" -> "457 dequantize_per_channel_default_13" [style=solid, label="(192,)"]; -"456 _frozen_param16" -> "457 dequantize_per_channel_default_13" [style=solid, label="(192, 768)"]; -"457 dequantize_per_channel_default_13" -> "458 linear_18" [style=solid, label="(192, 768)"]; +"451 dropout_10_0_0_nncf_smooth_quant_0" -> "452 quantize_per_tensor_36" [style=solid, label="(1, 28, 28, 768)"]; +"452 quantize_per_tensor_36" -> "453 dequantize_per_tensor_37" [style=solid, label="(1, 28, 28, 768)"]; +"453 dequantize_per_tensor_37" -> "458 linear_18" [style=solid, label="(1, 28, 28, 768)"]; +"454 linear_18_scale_0" -> "457 dequantize_per_channel_38" [style=solid, label="(192,)"]; +"455 linear_18_zero_point_0" -> "457 dequantize_per_channel_38" [style=solid, label="(192,)"]; +"456 _frozen_param16" -> "457 dequantize_per_channel_38" [style=solid, label="(192, 768)"]; +"457 dequantize_per_channel_38" -> "458 linear_18" [style=solid, label="(192, 768)"]; "458 linear_18" -> "459 dropout_11" [style=solid, label="(1, 28, 28, 192)"]; "459 dropout_11" -> "460 layer_norm_7" [style=solid, label="(1, 28, 28, 192)"]; "460 layer_norm_7" -> "461 add_9" [style=solid, label="(1, 28, 28, 192)"]; "461 add_9" -> "486 pad_4" [style=solid, label="(1, 28, 28, 192)"]; "461 add_9" -> "549 add_12" [style=solid, label="(1, 28, 28, 192)"]; -"462 _frozen_param17" -> "463 dequantize_per_tensor_default_14" [style=solid, label="(1, 15, 15, 2)"]; -"463 dequantize_per_tensor_default_14" -> "468 linear_19" [style=solid, label="(1, 15, 15, 2)"]; -"464 linear_19_scale_0" -> "467 dequantize_per_channel_default_14" [style=solid, label="(512,)"]; -"465 linear_19_zero_point_0" -> "467 dequantize_per_channel_default_14" [style=solid, label="(512,)"]; -"466 _frozen_param18" -> "467 dequantize_per_channel_default_14" [style=solid, label="(512, 2)"]; -"467 dequantize_per_channel_default_14" -> "468 linear_19" [style=solid, label="(512, 2)"]; +"462 _frozen_param17" -> "463 dequantize_per_tensor_39" [style=solid, label="(1, 15, 15, 2)"]; +"463 dequantize_per_tensor_39" -> "468 linear_19" [style=solid, label="(1, 15, 15, 2)"]; +"464 linear_19_scale_0" -> "467 dequantize_per_channel_40" [style=solid, label="(512,)"]; +"465 linear_19_zero_point_0" -> "467 dequantize_per_channel_40" [style=solid, label="(512,)"]; +"466 _frozen_param18" -> "467 dequantize_per_channel_40" [style=solid, label="(512, 2)"]; +"467 dequantize_per_channel_40" -> "468 linear_19" [style=solid, label="(512, 2)"]; "468 linear_19" -> "469 relu__3" [style=solid, label="(1, 15, 15, 512)"]; "469 relu__3" -> "470 relu__3_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 15, 15, 512)"]; -"470 relu__3_0_0_nncf_smooth_quant_0" -> "471 quantize_per_tensor_default_15" [style=solid, label="(1, 15, 15, 512)"]; -"471 quantize_per_tensor_default_15" -> "472 dequantize_per_tensor_default_15" [style=solid, label="(1, 15, 15, 512)"]; -"472 dequantize_per_tensor_default_15" -> "477 linear_20" [style=solid, label="(1, 15, 15, 512)"]; -"473 linear_20_scale_0" -> "476 dequantize_per_channel_default_15" [style=solid, label="(6,)"]; -"474 linear_20_zero_point_0" -> "476 dequantize_per_channel_default_15" [style=solid, label="(6,)"]; -"475 _frozen_param19" -> "476 dequantize_per_channel_default_15" [style=solid, label="(6, 512)"]; -"476 dequantize_per_channel_default_15" -> "477 linear_20" [style=solid, label="(6, 512)"]; +"470 relu__3_0_0_nncf_smooth_quant_0" -> "471 quantize_per_tensor_41" [style=solid, label="(1, 15, 15, 512)"]; +"471 quantize_per_tensor_41" -> "472 dequantize_per_tensor_42" [style=solid, label="(1, 15, 15, 512)"]; +"472 dequantize_per_tensor_42" -> "477 linear_20" [style=solid, label="(1, 15, 15, 512)"]; +"473 linear_20_scale_0" -> "476 dequantize_per_channel_43" [style=solid, label="(6,)"]; +"474 linear_20_zero_point_0" -> "476 dequantize_per_channel_43" [style=solid, label="(6,)"]; +"475 _frozen_param19" -> "476 dequantize_per_channel_43" [style=solid, label="(6, 512)"]; +"476 dequantize_per_channel_43" -> "477 linear_20" [style=solid, label="(6, 512)"]; "477 linear_20" -> "478 view_15" [style=solid, label="(1, 15, 15, 6)"]; "478 view_15" -> "479 index_3" [style=solid, label="(225, 6)"]; "479 index_3" -> "480 view_16" [style=solid, label="(4096, 6)"]; @@ -2004,23 +2004,23 @@ strict digraph { "548 layer_norm_8" -> "549 add_12" [style=solid, label="(1, 28, 28, 192)"]; "549 add_12" -> "550 add_12_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 28, 28, 192)"]; "549 add_12" -> "570 add_13" [style=solid, label="(1, 28, 28, 192)"]; -"550 add_12_0_0_nncf_smooth_quant_0" -> "551 quantize_per_tensor_default_16" [style=solid, label="(1, 28, 28, 192)"]; -"551 quantize_per_tensor_default_16" -> "552 dequantize_per_tensor_default_16" [style=solid, label="(1, 28, 28, 192)"]; -"552 dequantize_per_tensor_default_16" -> "557 linear_23" [style=solid, label="(1, 28, 28, 192)"]; -"553 linear_23_scale_0" -> "556 dequantize_per_channel_default_16" [style=solid, label="(768,)"]; -"554 linear_23_zero_point_0" -> "556 dequantize_per_channel_default_16" [style=solid, label="(768,)"]; -"555 _frozen_param20" -> "556 dequantize_per_channel_default_16" [style=solid, label="(768, 192)"]; -"556 dequantize_per_channel_default_16" -> "557 linear_23" [style=solid, label="(768, 192)"]; +"550 add_12_0_0_nncf_smooth_quant_0" -> "551 quantize_per_tensor_44" [style=solid, label="(1, 28, 28, 192)"]; +"551 quantize_per_tensor_44" -> "552 dequantize_per_tensor_45" [style=solid, label="(1, 28, 28, 192)"]; +"552 dequantize_per_tensor_45" -> "557 linear_23" [style=solid, label="(1, 28, 28, 192)"]; +"553 linear_23_scale_0" -> "556 dequantize_per_channel_46" [style=solid, label="(768,)"]; +"554 linear_23_zero_point_0" -> "556 dequantize_per_channel_46" [style=solid, label="(768,)"]; +"555 _frozen_param20" -> "556 dequantize_per_channel_46" [style=solid, label="(768, 192)"]; +"556 dequantize_per_channel_46" -> "557 linear_23" [style=solid, label="(768, 192)"]; "557 linear_23" -> "558 gelu_3" [style=solid, label="(1, 28, 28, 768)"]; "558 gelu_3" -> "559 dropout_14" [style=solid, label="(1, 28, 28, 768)"]; "559 dropout_14" -> "560 dropout_14_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 28, 28, 768)"]; -"560 dropout_14_0_0_nncf_smooth_quant_0" -> "561 quantize_per_tensor_default_17" [style=solid, label="(1, 28, 28, 768)"]; -"561 quantize_per_tensor_default_17" -> "562 dequantize_per_tensor_default_17" [style=solid, label="(1, 28, 28, 768)"]; -"562 dequantize_per_tensor_default_17" -> "567 linear_24" [style=solid, label="(1, 28, 28, 768)"]; -"563 linear_24_scale_0" -> "566 dequantize_per_channel_default_17" [style=solid, label="(192,)"]; -"564 linear_24_zero_point_0" -> "566 dequantize_per_channel_default_17" [style=solid, label="(192,)"]; -"565 _frozen_param21" -> "566 dequantize_per_channel_default_17" [style=solid, label="(192, 768)"]; -"566 dequantize_per_channel_default_17" -> "567 linear_24" [style=solid, label="(192, 768)"]; +"560 dropout_14_0_0_nncf_smooth_quant_0" -> "561 quantize_per_tensor_47" [style=solid, label="(1, 28, 28, 768)"]; +"561 quantize_per_tensor_47" -> "562 dequantize_per_tensor_48" [style=solid, label="(1, 28, 28, 768)"]; +"562 dequantize_per_tensor_48" -> "567 linear_24" [style=solid, label="(1, 28, 28, 768)"]; +"563 linear_24_scale_0" -> "566 dequantize_per_channel_49" [style=solid, label="(192,)"]; +"564 linear_24_zero_point_0" -> "566 dequantize_per_channel_49" [style=solid, label="(192,)"]; +"565 _frozen_param21" -> "566 dequantize_per_channel_49" [style=solid, label="(192, 768)"]; +"566 dequantize_per_channel_49" -> "567 linear_24" [style=solid, label="(192, 768)"]; "567 linear_24" -> "568 dropout_15" [style=solid, label="(1, 28, 28, 192)"]; "568 dropout_15" -> "569 layer_norm_9" [style=solid, label="(1, 28, 28, 192)"]; "569 layer_norm_9" -> "570 add_13" [style=solid, label="(1, 28, 28, 192)"]; @@ -2042,31 +2042,31 @@ strict digraph { "582 slice_75" -> "583 slice_76" [style=solid, label="(1, 14, 14, 192)"]; "583 slice_76" -> "584 cat_1" [style=solid, label="(1, 14, 14, 192)"]; "584 cat_1" -> "585 cat_1_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 768)"]; -"585 cat_1_0_0_nncf_smooth_quant_0" -> "586 quantize_per_tensor_default_18" [style=solid, label="(1, 14, 14, 768)"]; -"586 quantize_per_tensor_default_18" -> "587 dequantize_per_tensor_default_18" [style=solid, label="(1, 14, 14, 768)"]; -"587 dequantize_per_tensor_default_18" -> "592 linear_25" [style=solid, label="(1, 14, 14, 768)"]; -"588 linear_25_scale_0" -> "591 dequantize_per_channel_default_18" [style=solid, label="(384,)"]; -"589 linear_25_zero_point_0" -> "591 dequantize_per_channel_default_18" [style=solid, label="(384,)"]; -"590 _frozen_param22" -> "591 dequantize_per_channel_default_18" [style=solid, label="(384, 768)"]; -"591 dequantize_per_channel_default_18" -> "592 linear_25" [style=solid, label="(384, 768)"]; +"585 cat_1_0_0_nncf_smooth_quant_0" -> "586 quantize_per_tensor_50" [style=solid, label="(1, 14, 14, 768)"]; +"586 quantize_per_tensor_50" -> "587 dequantize_per_tensor_51" [style=solid, label="(1, 14, 14, 768)"]; +"587 dequantize_per_tensor_51" -> "592 linear_25" [style=solid, label="(1, 14, 14, 768)"]; +"588 linear_25_scale_0" -> "591 dequantize_per_channel_52" [style=solid, label="(384,)"]; +"589 linear_25_zero_point_0" -> "591 dequantize_per_channel_52" [style=solid, label="(384,)"]; +"590 _frozen_param22" -> "591 dequantize_per_channel_52" [style=solid, label="(384, 768)"]; +"591 dequantize_per_channel_52" -> "592 linear_25" [style=solid, label="(384, 768)"]; "592 linear_25" -> "593 layer_norm_10" [style=solid, label="(1, 14, 14, 384)"]; "593 layer_norm_10" -> "618 pad_6" [style=solid, label="(1, 14, 14, 384)"]; "593 layer_norm_10" -> "663 add_15" [style=solid, label="(1, 14, 14, 384)"]; -"594 _frozen_param23" -> "595 dequantize_per_tensor_default_19" [style=solid, label="(1, 15, 15, 2)"]; -"595 dequantize_per_tensor_default_19" -> "600 linear_26" [style=solid, label="(1, 15, 15, 2)"]; -"596 linear_26_scale_0" -> "599 dequantize_per_channel_default_19" [style=solid, label="(512,)"]; -"597 linear_26_zero_point_0" -> "599 dequantize_per_channel_default_19" [style=solid, label="(512,)"]; -"598 _frozen_param24" -> "599 dequantize_per_channel_default_19" [style=solid, label="(512, 2)"]; -"599 dequantize_per_channel_default_19" -> "600 linear_26" [style=solid, label="(512, 2)"]; +"594 _frozen_param23" -> "595 dequantize_per_tensor_53" [style=solid, label="(1, 15, 15, 2)"]; +"595 dequantize_per_tensor_53" -> "600 linear_26" [style=solid, label="(1, 15, 15, 2)"]; +"596 linear_26_scale_0" -> "599 dequantize_per_channel_54" [style=solid, label="(512,)"]; +"597 linear_26_zero_point_0" -> "599 dequantize_per_channel_54" [style=solid, label="(512,)"]; +"598 _frozen_param24" -> "599 dequantize_per_channel_54" [style=solid, label="(512, 2)"]; +"599 dequantize_per_channel_54" -> "600 linear_26" [style=solid, label="(512, 2)"]; "600 linear_26" -> "601 relu__4" [style=solid, label="(1, 15, 15, 512)"]; "601 relu__4" -> "602 relu__4_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 15, 15, 512)"]; -"602 relu__4_0_0_nncf_smooth_quant_0" -> "603 quantize_per_tensor_default_20" [style=solid, label="(1, 15, 15, 512)"]; -"603 quantize_per_tensor_default_20" -> "604 dequantize_per_tensor_default_20" [style=solid, label="(1, 15, 15, 512)"]; -"604 dequantize_per_tensor_default_20" -> "609 linear_27" [style=solid, label="(1, 15, 15, 512)"]; -"605 linear_27_scale_0" -> "608 dequantize_per_channel_default_20" [style=solid, label="(12,)"]; -"606 linear_27_zero_point_0" -> "608 dequantize_per_channel_default_20" [style=solid, label="(12,)"]; -"607 _frozen_param25" -> "608 dequantize_per_channel_default_20" [style=solid, label="(12, 512)"]; -"608 dequantize_per_channel_default_20" -> "609 linear_27" [style=solid, label="(12, 512)"]; +"602 relu__4_0_0_nncf_smooth_quant_0" -> "603 quantize_per_tensor_55" [style=solid, label="(1, 15, 15, 512)"]; +"603 quantize_per_tensor_55" -> "604 dequantize_per_tensor_56" [style=solid, label="(1, 15, 15, 512)"]; +"604 dequantize_per_tensor_56" -> "609 linear_27" [style=solid, label="(1, 15, 15, 512)"]; +"605 linear_27_scale_0" -> "608 dequantize_per_channel_57" [style=solid, label="(12,)"]; +"606 linear_27_zero_point_0" -> "608 dequantize_per_channel_57" [style=solid, label="(12,)"]; +"607 _frozen_param25" -> "608 dequantize_per_channel_57" [style=solid, label="(12, 512)"]; +"608 dequantize_per_channel_57" -> "609 linear_27" [style=solid, label="(12, 512)"]; "609 linear_27" -> "610 view_22" [style=solid, label="(1, 15, 15, 12)"]; "610 view_22" -> "611 index_4" [style=solid, label="(225, 12)"]; "611 index_4" -> "612 view_23" [style=solid, label="(4096, 12)"]; @@ -2129,43 +2129,43 @@ strict digraph { "662 layer_norm_11" -> "663 add_15" [style=solid, label="(1, 14, 14, 384)"]; "663 add_15" -> "664 add_15_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 384)"]; "663 add_15" -> "684 add_16" [style=solid, label="(1, 14, 14, 384)"]; 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+"667 linear_30_scale_0" -> "670 dequantize_per_channel_60" [style=solid, label="(1536,)"]; +"668 linear_30_zero_point_0" -> "670 dequantize_per_channel_60" [style=solid, label="(1536,)"]; +"669 _frozen_param26" -> "670 dequantize_per_channel_60" [style=solid, label="(1536, 384)"]; +"670 dequantize_per_channel_60" -> "671 linear_30" [style=solid, label="(1536, 384)"]; "671 linear_30" -> "672 gelu_4" [style=solid, label="(1, 14, 14, 1536)"]; "672 gelu_4" -> "673 dropout_18" [style=solid, label="(1, 14, 14, 1536)"]; "673 dropout_18" -> "674 dropout_18_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 1536)"]; -"674 dropout_18_0_0_nncf_smooth_quant_0" -> "675 quantize_per_tensor_default_22" [style=solid, label="(1, 14, 14, 1536)"]; -"675 quantize_per_tensor_default_22" -> "676 dequantize_per_tensor_default_22" [style=solid, label="(1, 14, 14, 1536)"]; -"676 dequantize_per_tensor_default_22" -> "681 linear_31" [style=solid, label="(1, 14, 14, 1536)"]; -"677 linear_31_scale_0" -> "680 dequantize_per_channel_default_22" [style=solid, label="(384,)"]; -"678 linear_31_zero_point_0" -> "680 dequantize_per_channel_default_22" [style=solid, label="(384,)"]; -"679 _frozen_param27" -> "680 dequantize_per_channel_default_22" [style=solid, label="(384, 1536)"]; -"680 dequantize_per_channel_default_22" -> "681 linear_31" [style=solid, label="(384, 1536)"]; +"674 dropout_18_0_0_nncf_smooth_quant_0" -> "675 quantize_per_tensor_61" [style=solid, label="(1, 14, 14, 1536)"]; +"675 quantize_per_tensor_61" -> "676 dequantize_per_tensor_62" [style=solid, label="(1, 14, 14, 1536)"]; +"676 dequantize_per_tensor_62" -> "681 linear_31" [style=solid, label="(1, 14, 14, 1536)"]; +"677 linear_31_scale_0" -> "680 dequantize_per_channel_63" [style=solid, label="(384,)"]; +"678 linear_31_zero_point_0" -> "680 dequantize_per_channel_63" [style=solid, label="(384,)"]; +"679 _frozen_param27" -> "680 dequantize_per_channel_63" [style=solid, label="(384, 1536)"]; +"680 dequantize_per_channel_63" -> "681 linear_31" [style=solid, label="(384, 1536)"]; "681 linear_31" -> "682 dropout_19" [style=solid, label="(1, 14, 14, 384)"]; "682 dropout_19" -> "683 layer_norm_12" [style=solid, label="(1, 14, 14, 384)"]; "683 layer_norm_12" -> "684 add_16" [style=solid, label="(1, 14, 14, 384)"]; "684 add_16" -> "709 pad_7" [style=solid, label="(1, 14, 14, 384)"]; "684 add_16" -> "772 add_19" [style=solid, label="(1, 14, 14, 384)"]; -"685 _frozen_param28" -> "686 dequantize_per_tensor_default_23" [style=solid, label="(1, 15, 15, 2)"]; -"686 dequantize_per_tensor_default_23" -> "691 linear_32" [style=solid, label="(1, 15, 15, 2)"]; -"687 linear_32_scale_0" -> "690 dequantize_per_channel_default_23" [style=solid, label="(512,)"]; -"688 linear_32_zero_point_0" -> "690 dequantize_per_channel_default_23" [style=solid, label="(512,)"]; -"689 _frozen_param29" -> "690 dequantize_per_channel_default_23" [style=solid, label="(512, 2)"]; -"690 dequantize_per_channel_default_23" -> "691 linear_32" [style=solid, label="(512, 2)"]; +"685 _frozen_param28" -> "686 dequantize_per_tensor_64" [style=solid, label="(1, 15, 15, 2)"]; +"686 dequantize_per_tensor_64" -> "691 linear_32" [style=solid, label="(1, 15, 15, 2)"]; +"687 linear_32_scale_0" -> "690 dequantize_per_channel_65" [style=solid, label="(512,)"]; +"688 linear_32_zero_point_0" -> "690 dequantize_per_channel_65" [style=solid, label="(512,)"]; +"689 _frozen_param29" -> "690 dequantize_per_channel_65" [style=solid, label="(512, 2)"]; +"690 dequantize_per_channel_65" -> "691 linear_32" [style=solid, label="(512, 2)"]; "691 linear_32" -> "692 relu__5" [style=solid, label="(1, 15, 15, 512)"]; "692 relu__5" -> "693 relu__5_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 15, 15, 512)"]; -"693 relu__5_0_0_nncf_smooth_quant_0" -> "694 quantize_per_tensor_default_24" [style=solid, label="(1, 15, 15, 512)"]; -"694 quantize_per_tensor_default_24" -> "695 dequantize_per_tensor_default_24" [style=solid, label="(1, 15, 15, 512)"]; -"695 dequantize_per_tensor_default_24" -> "700 linear_33" [style=solid, label="(1, 15, 15, 512)"]; -"696 linear_33_scale_0" -> "699 dequantize_per_channel_default_24" [style=solid, label="(12,)"]; -"697 linear_33_zero_point_0" -> "699 dequantize_per_channel_default_24" [style=solid, label="(12,)"]; -"698 _frozen_param30" -> "699 dequantize_per_channel_default_24" [style=solid, label="(12, 512)"]; -"699 dequantize_per_channel_default_24" -> "700 linear_33" [style=solid, label="(12, 512)"]; +"693 relu__5_0_0_nncf_smooth_quant_0" -> "694 quantize_per_tensor_66" [style=solid, label="(1, 15, 15, 512)"]; +"694 quantize_per_tensor_66" -> "695 dequantize_per_tensor_67" [style=solid, label="(1, 15, 15, 512)"]; +"695 dequantize_per_tensor_67" -> "700 linear_33" [style=solid, label="(1, 15, 15, 512)"]; +"696 linear_33_scale_0" -> "699 dequantize_per_channel_68" [style=solid, label="(12,)"]; +"697 linear_33_zero_point_0" -> "699 dequantize_per_channel_68" [style=solid, label="(12,)"]; +"698 _frozen_param30" -> "699 dequantize_per_channel_68" [style=solid, label="(12, 512)"]; +"699 dequantize_per_channel_68" -> "700 linear_33" [style=solid, label="(12, 512)"]; "700 linear_33" -> "701 view_26" [style=solid, label="(1, 15, 15, 12)"]; "701 view_26" -> "702 index_5" [style=solid, label="(225, 12)"]; "702 index_5" -> "703 view_27" [style=solid, label="(4096, 12)"]; @@ -2250,43 +2250,43 @@ strict digraph { "771 layer_norm_13" -> "772 add_19" [style=solid, label="(1, 14, 14, 384)"]; "772 add_19" -> "773 add_19_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 384)"]; "772 add_19" -> "793 add_20" [style=solid, label="(1, 14, 14, 384)"]; -"773 add_19_0_0_nncf_smooth_quant_0" -> "774 quantize_per_tensor_default_25" [style=solid, label="(1, 14, 14, 384)"]; -"774 quantize_per_tensor_default_25" -> "775 dequantize_per_tensor_default_25" [style=solid, label="(1, 14, 14, 384)"]; -"775 dequantize_per_tensor_default_25" -> "780 linear_36" [style=solid, label="(1, 14, 14, 384)"]; -"776 linear_36_scale_0" -> "779 dequantize_per_channel_default_25" [style=solid, label="(1536,)"]; -"777 linear_36_zero_point_0" -> "779 dequantize_per_channel_default_25" [style=solid, label="(1536,)"]; -"778 _frozen_param31" -> "779 dequantize_per_channel_default_25" [style=solid, label="(1536, 384)"]; -"779 dequantize_per_channel_default_25" -> "780 linear_36" [style=solid, label="(1536, 384)"]; +"773 add_19_0_0_nncf_smooth_quant_0" -> "774 quantize_per_tensor_69" [style=solid, label="(1, 14, 14, 384)"]; +"774 quantize_per_tensor_69" -> "775 dequantize_per_tensor_70" [style=solid, label="(1, 14, 14, 384)"]; +"775 dequantize_per_tensor_70" -> "780 linear_36" [style=solid, label="(1, 14, 14, 384)"]; +"776 linear_36_scale_0" -> "779 dequantize_per_channel_71" [style=solid, label="(1536,)"]; +"777 linear_36_zero_point_0" -> "779 dequantize_per_channel_71" [style=solid, label="(1536,)"]; +"778 _frozen_param31" -> "779 dequantize_per_channel_71" [style=solid, label="(1536, 384)"]; +"779 dequantize_per_channel_71" -> "780 linear_36" [style=solid, label="(1536, 384)"]; "780 linear_36" -> "781 gelu_5" [style=solid, label="(1, 14, 14, 1536)"]; "781 gelu_5" -> "782 dropout_22" [style=solid, label="(1, 14, 14, 1536)"]; "782 dropout_22" -> "783 dropout_22_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 1536)"]; -"783 dropout_22_0_0_nncf_smooth_quant_0" -> "784 quantize_per_tensor_default_26" [style=solid, label="(1, 14, 14, 1536)"]; 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+"787 linear_37_zero_point_0" -> "789 dequantize_per_channel_74" [style=solid, label="(384,)"]; +"788 _frozen_param32" -> "789 dequantize_per_channel_74" [style=solid, label="(384, 1536)"]; +"789 dequantize_per_channel_74" -> "790 linear_37" [style=solid, label="(384, 1536)"]; "790 linear_37" -> "791 dropout_23" [style=solid, label="(1, 14, 14, 384)"]; "791 dropout_23" -> "792 layer_norm_14" [style=solid, label="(1, 14, 14, 384)"]; "792 layer_norm_14" -> "793 add_20" [style=solid, label="(1, 14, 14, 384)"]; "793 add_20" -> "818 pad_8" [style=solid, label="(1, 14, 14, 384)"]; "793 add_20" -> "863 add_22" [style=solid, label="(1, 14, 14, 384)"]; -"794 _frozen_param33" -> "795 dequantize_per_tensor_default_27" [style=solid, label="(1, 15, 15, 2)"]; -"795 dequantize_per_tensor_default_27" -> "800 linear_38" [style=solid, label="(1, 15, 15, 2)"]; -"796 linear_38_scale_0" -> "799 dequantize_per_channel_default_27" [style=solid, label="(512,)"]; -"797 linear_38_zero_point_0" -> "799 dequantize_per_channel_default_27" [style=solid, label="(512,)"]; -"798 _frozen_param34" -> "799 dequantize_per_channel_default_27" [style=solid, label="(512, 2)"]; -"799 dequantize_per_channel_default_27" -> "800 linear_38" [style=solid, label="(512, 2)"]; +"794 _frozen_param33" -> "795 dequantize_per_tensor_75" [style=solid, label="(1, 15, 15, 2)"]; +"795 dequantize_per_tensor_75" -> "800 linear_38" [style=solid, label="(1, 15, 15, 2)"]; +"796 linear_38_scale_0" -> "799 dequantize_per_channel_76" [style=solid, label="(512,)"]; +"797 linear_38_zero_point_0" -> "799 dequantize_per_channel_76" [style=solid, label="(512,)"]; +"798 _frozen_param34" -> "799 dequantize_per_channel_76" [style=solid, label="(512, 2)"]; +"799 dequantize_per_channel_76" -> "800 linear_38" [style=solid, label="(512, 2)"]; "800 linear_38" -> "801 relu__6" [style=solid, label="(1, 15, 15, 512)"]; "801 relu__6" -> "802 relu__6_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 15, 15, 512)"]; -"802 relu__6_0_0_nncf_smooth_quant_0" -> "803 quantize_per_tensor_default_28" [style=solid, label="(1, 15, 15, 512)"]; -"803 quantize_per_tensor_default_28" -> "804 dequantize_per_tensor_default_28" [style=solid, label="(1, 15, 15, 512)"]; -"804 dequantize_per_tensor_default_28" -> "809 linear_39" [style=solid, label="(1, 15, 15, 512)"]; -"805 linear_39_scale_0" -> "808 dequantize_per_channel_default_28" [style=solid, label="(12,)"]; -"806 linear_39_zero_point_0" -> "808 dequantize_per_channel_default_28" [style=solid, label="(12,)"]; -"807 _frozen_param35" -> "808 dequantize_per_channel_default_28" [style=solid, label="(12, 512)"]; -"808 dequantize_per_channel_default_28" -> "809 linear_39" [style=solid, label="(12, 512)"]; +"802 relu__6_0_0_nncf_smooth_quant_0" -> "803 quantize_per_tensor_77" [style=solid, label="(1, 15, 15, 512)"]; +"803 quantize_per_tensor_77" -> "804 dequantize_per_tensor_78" [style=solid, label="(1, 15, 15, 512)"]; +"804 dequantize_per_tensor_78" -> "809 linear_39" [style=solid, label="(1, 15, 15, 512)"]; +"805 linear_39_scale_0" -> "808 dequantize_per_channel_79" [style=solid, label="(12,)"]; +"806 linear_39_zero_point_0" -> "808 dequantize_per_channel_79" [style=solid, label="(12,)"]; +"807 _frozen_param35" -> "808 dequantize_per_channel_79" [style=solid, label="(12, 512)"]; +"808 dequantize_per_channel_79" -> "809 linear_39" [style=solid, label="(12, 512)"]; "809 linear_39" -> "810 view_33" [style=solid, label="(1, 15, 15, 12)"]; "810 view_33" -> "811 index_6" [style=solid, label="(225, 12)"]; "811 index_6" -> "812 view_34" [style=solid, label="(4096, 12)"]; @@ -2349,43 +2349,43 @@ strict digraph { "862 layer_norm_15" -> "863 add_22" [style=solid, label="(1, 14, 14, 384)"]; "863 add_22" -> "864 add_22_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 384)"]; "863 add_22" -> "884 add_23" [style=solid, label="(1, 14, 14, 384)"]; -"864 add_22_0_0_nncf_smooth_quant_0" -> "865 quantize_per_tensor_default_29" [style=solid, label="(1, 14, 14, 384)"]; -"865 quantize_per_tensor_default_29" -> "866 dequantize_per_tensor_default_29" [style=solid, label="(1, 14, 14, 384)"]; -"866 dequantize_per_tensor_default_29" -> "871 linear_42" [style=solid, label="(1, 14, 14, 384)"]; -"867 linear_42_scale_0" -> "870 dequantize_per_channel_default_29" [style=solid, label="(1536,)"]; -"868 linear_42_zero_point_0" -> "870 dequantize_per_channel_default_29" [style=solid, label="(1536,)"]; -"869 _frozen_param36" -> "870 dequantize_per_channel_default_29" [style=solid, label="(1536, 384)"]; -"870 dequantize_per_channel_default_29" -> "871 linear_42" [style=solid, label="(1536, 384)"]; +"864 add_22_0_0_nncf_smooth_quant_0" -> "865 quantize_per_tensor_80" [style=solid, label="(1, 14, 14, 384)"]; +"865 quantize_per_tensor_80" -> "866 dequantize_per_tensor_81" [style=solid, label="(1, 14, 14, 384)"]; +"866 dequantize_per_tensor_81" -> "871 linear_42" [style=solid, label="(1, 14, 14, 384)"]; +"867 linear_42_scale_0" -> "870 dequantize_per_channel_82" [style=solid, label="(1536,)"]; +"868 linear_42_zero_point_0" -> "870 dequantize_per_channel_82" [style=solid, label="(1536,)"]; +"869 _frozen_param36" -> "870 dequantize_per_channel_82" [style=solid, label="(1536, 384)"]; +"870 dequantize_per_channel_82" -> "871 linear_42" [style=solid, label="(1536, 384)"]; "871 linear_42" -> "872 gelu_6" [style=solid, label="(1, 14, 14, 1536)"]; "872 gelu_6" -> "873 dropout_26" [style=solid, label="(1, 14, 14, 1536)"]; "873 dropout_26" -> "874 dropout_26_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 1536)"]; -"874 dropout_26_0_0_nncf_smooth_quant_0" -> "875 quantize_per_tensor_default_30" [style=solid, label="(1, 14, 14, 1536)"]; -"875 quantize_per_tensor_default_30" -> "876 dequantize_per_tensor_default_30" [style=solid, label="(1, 14, 14, 1536)"]; -"876 dequantize_per_tensor_default_30" -> "881 linear_43" [style=solid, label="(1, 14, 14, 1536)"]; -"877 linear_43_scale_0" -> "880 dequantize_per_channel_default_30" [style=solid, label="(384,)"]; -"878 linear_43_zero_point_0" -> "880 dequantize_per_channel_default_30" [style=solid, label="(384,)"]; -"879 _frozen_param37" -> "880 dequantize_per_channel_default_30" [style=solid, label="(384, 1536)"]; -"880 dequantize_per_channel_default_30" -> "881 linear_43" [style=solid, label="(384, 1536)"]; +"874 dropout_26_0_0_nncf_smooth_quant_0" -> "875 quantize_per_tensor_83" [style=solid, label="(1, 14, 14, 1536)"]; +"875 quantize_per_tensor_83" -> "876 dequantize_per_tensor_84" [style=solid, label="(1, 14, 14, 1536)"]; +"876 dequantize_per_tensor_84" -> "881 linear_43" [style=solid, label="(1, 14, 14, 1536)"]; +"877 linear_43_scale_0" -> "880 dequantize_per_channel_85" [style=solid, label="(384,)"]; +"878 linear_43_zero_point_0" -> "880 dequantize_per_channel_85" [style=solid, label="(384,)"]; +"879 _frozen_param37" -> "880 dequantize_per_channel_85" [style=solid, label="(384, 1536)"]; +"880 dequantize_per_channel_85" -> "881 linear_43" [style=solid, label="(384, 1536)"]; "881 linear_43" -> "882 dropout_27" [style=solid, label="(1, 14, 14, 384)"]; "882 dropout_27" -> "883 layer_norm_16" [style=solid, label="(1, 14, 14, 384)"]; "883 layer_norm_16" -> "884 add_23" [style=solid, label="(1, 14, 14, 384)"]; "884 add_23" -> "909 pad_9" [style=solid, label="(1, 14, 14, 384)"]; "884 add_23" -> "972 add_26" [style=solid, label="(1, 14, 14, 384)"]; -"885 _frozen_param38" -> "886 dequantize_per_tensor_default_31" [style=solid, label="(1, 15, 15, 2)"]; -"886 dequantize_per_tensor_default_31" -> "891 linear_44" [style=solid, label="(1, 15, 15, 2)"]; -"887 linear_44_scale_0" -> "890 dequantize_per_channel_default_31" [style=solid, label="(512,)"]; -"888 linear_44_zero_point_0" -> "890 dequantize_per_channel_default_31" [style=solid, label="(512,)"]; -"889 _frozen_param39" -> "890 dequantize_per_channel_default_31" [style=solid, label="(512, 2)"]; -"890 dequantize_per_channel_default_31" -> "891 linear_44" [style=solid, label="(512, 2)"]; +"885 _frozen_param38" -> "886 dequantize_per_tensor_86" [style=solid, label="(1, 15, 15, 2)"]; +"886 dequantize_per_tensor_86" -> "891 linear_44" [style=solid, label="(1, 15, 15, 2)"]; +"887 linear_44_scale_0" -> "890 dequantize_per_channel_87" [style=solid, label="(512,)"]; +"888 linear_44_zero_point_0" -> "890 dequantize_per_channel_87" [style=solid, label="(512,)"]; +"889 _frozen_param39" -> "890 dequantize_per_channel_87" [style=solid, label="(512, 2)"]; +"890 dequantize_per_channel_87" -> "891 linear_44" [style=solid, label="(512, 2)"]; "891 linear_44" -> "892 relu__7" [style=solid, label="(1, 15, 15, 512)"]; "892 relu__7" -> "893 relu__7_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 15, 15, 512)"]; -"893 relu__7_0_0_nncf_smooth_quant_0" -> "894 quantize_per_tensor_default_32" [style=solid, label="(1, 15, 15, 512)"]; -"894 quantize_per_tensor_default_32" -> "895 dequantize_per_tensor_default_32" [style=solid, label="(1, 15, 15, 512)"]; -"895 dequantize_per_tensor_default_32" -> "900 linear_45" [style=solid, label="(1, 15, 15, 512)"]; -"896 linear_45_scale_0" -> "899 dequantize_per_channel_default_32" [style=solid, label="(12,)"]; -"897 linear_45_zero_point_0" -> "899 dequantize_per_channel_default_32" [style=solid, label="(12,)"]; -"898 _frozen_param40" -> "899 dequantize_per_channel_default_32" [style=solid, label="(12, 512)"]; -"899 dequantize_per_channel_default_32" -> "900 linear_45" [style=solid, label="(12, 512)"]; +"893 relu__7_0_0_nncf_smooth_quant_0" -> "894 quantize_per_tensor_88" [style=solid, label="(1, 15, 15, 512)"]; +"894 quantize_per_tensor_88" -> "895 dequantize_per_tensor_89" [style=solid, label="(1, 15, 15, 512)"]; +"895 dequantize_per_tensor_89" -> "900 linear_45" [style=solid, label="(1, 15, 15, 512)"]; +"896 linear_45_scale_0" -> "899 dequantize_per_channel_90" [style=solid, label="(12,)"]; +"897 linear_45_zero_point_0" -> "899 dequantize_per_channel_90" [style=solid, label="(12,)"]; +"898 _frozen_param40" -> "899 dequantize_per_channel_90" [style=solid, label="(12, 512)"]; +"899 dequantize_per_channel_90" -> "900 linear_45" [style=solid, label="(12, 512)"]; "900 linear_45" -> "901 view_37" [style=solid, label="(1, 15, 15, 12)"]; "901 view_37" -> "902 index_7" [style=solid, label="(225, 12)"]; "902 index_7" -> "903 view_38" [style=solid, label="(4096, 12)"]; @@ -2470,43 +2470,43 @@ strict digraph { "971 layer_norm_17" -> "972 add_26" [style=solid, label="(1, 14, 14, 384)"]; "972 add_26" -> "973 add_26_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 384)"]; "972 add_26" -> "993 add_27" [style=solid, label="(1, 14, 14, 384)"]; -"973 add_26_0_0_nncf_smooth_quant_0" -> "974 quantize_per_tensor_default_33" [style=solid, label="(1, 14, 14, 384)"]; -"974 quantize_per_tensor_default_33" -> "975 dequantize_per_tensor_default_33" [style=solid, label="(1, 14, 14, 384)"]; -"975 dequantize_per_tensor_default_33" -> "980 linear_48" [style=solid, label="(1, 14, 14, 384)"]; -"976 linear_48_scale_0" -> "979 dequantize_per_channel_default_33" [style=solid, label="(1536,)"]; -"977 linear_48_zero_point_0" -> "979 dequantize_per_channel_default_33" [style=solid, label="(1536,)"]; -"978 _frozen_param41" -> "979 dequantize_per_channel_default_33" [style=solid, label="(1536, 384)"]; -"979 dequantize_per_channel_default_33" -> "980 linear_48" [style=solid, label="(1536, 384)"]; +"973 add_26_0_0_nncf_smooth_quant_0" -> "974 quantize_per_tensor_91" [style=solid, label="(1, 14, 14, 384)"]; +"974 quantize_per_tensor_91" -> "975 dequantize_per_tensor_92" [style=solid, label="(1, 14, 14, 384)"]; +"975 dequantize_per_tensor_92" -> "980 linear_48" [style=solid, label="(1, 14, 14, 384)"]; +"976 linear_48_scale_0" -> "979 dequantize_per_channel_93" [style=solid, label="(1536,)"]; +"977 linear_48_zero_point_0" -> "979 dequantize_per_channel_93" [style=solid, label="(1536,)"]; +"978 _frozen_param41" -> "979 dequantize_per_channel_93" [style=solid, label="(1536, 384)"]; +"979 dequantize_per_channel_93" -> "980 linear_48" [style=solid, label="(1536, 384)"]; "980 linear_48" -> "981 gelu_7" [style=solid, label="(1, 14, 14, 1536)"]; "981 gelu_7" -> "982 dropout_30" [style=solid, label="(1, 14, 14, 1536)"]; "982 dropout_30" -> "983 dropout_30_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 1536)"]; -"983 dropout_30_0_0_nncf_smooth_quant_0" -> "984 quantize_per_tensor_default_34" [style=solid, label="(1, 14, 14, 1536)"]; -"984 quantize_per_tensor_default_34" -> "985 dequantize_per_tensor_default_34" [style=solid, label="(1, 14, 14, 1536)"]; -"985 dequantize_per_tensor_default_34" -> "990 linear_49" [style=solid, label="(1, 14, 14, 1536)"]; -"986 linear_49_scale_0" -> "989 dequantize_per_channel_default_34" [style=solid, label="(384,)"]; -"987 linear_49_zero_point_0" -> "989 dequantize_per_channel_default_34" [style=solid, label="(384,)"]; -"988 _frozen_param42" -> "989 dequantize_per_channel_default_34" [style=solid, label="(384, 1536)"]; -"989 dequantize_per_channel_default_34" -> "990 linear_49" [style=solid, label="(384, 1536)"]; +"983 dropout_30_0_0_nncf_smooth_quant_0" -> "984 quantize_per_tensor_94" [style=solid, label="(1, 14, 14, 1536)"]; +"984 quantize_per_tensor_94" -> "985 dequantize_per_tensor_95" [style=solid, label="(1, 14, 14, 1536)"]; +"985 dequantize_per_tensor_95" -> "990 linear_49" [style=solid, label="(1, 14, 14, 1536)"]; +"986 linear_49_scale_0" -> "989 dequantize_per_channel_96" [style=solid, label="(384,)"]; +"987 linear_49_zero_point_0" -> "989 dequantize_per_channel_96" [style=solid, label="(384,)"]; +"988 _frozen_param42" -> "989 dequantize_per_channel_96" [style=solid, label="(384, 1536)"]; +"989 dequantize_per_channel_96" -> "990 linear_49" [style=solid, label="(384, 1536)"]; "990 linear_49" -> "991 dropout_31" [style=solid, label="(1, 14, 14, 384)"]; "991 dropout_31" -> "992 layer_norm_18" [style=solid, label="(1, 14, 14, 384)"]; "992 layer_norm_18" -> "993 add_27" [style=solid, label="(1, 14, 14, 384)"]; "993 add_27" -> "1018 pad_10" [style=solid, label="(1, 14, 14, 384)"]; "993 add_27" -> "1063 add_29" [style=solid, label="(1, 14, 14, 384)"]; -"994 _frozen_param43" -> "995 dequantize_per_tensor_default_35" [style=solid, label="(1, 15, 15, 2)"]; -"995 dequantize_per_tensor_default_35" -> "1000 linear_50" [style=solid, label="(1, 15, 15, 2)"]; -"996 linear_50_scale_0" -> "999 dequantize_per_channel_default_35" [style=solid, label="(512,)"]; -"997 linear_50_zero_point_0" -> "999 dequantize_per_channel_default_35" [style=solid, label="(512,)"]; -"998 _frozen_param44" -> "999 dequantize_per_channel_default_35" [style=solid, label="(512, 2)"]; -"999 dequantize_per_channel_default_35" -> "1000 linear_50" [style=solid, label="(512, 2)"]; +"994 _frozen_param43" -> "995 dequantize_per_tensor_97" [style=solid, label="(1, 15, 15, 2)"]; +"995 dequantize_per_tensor_97" -> "1000 linear_50" [style=solid, label="(1, 15, 15, 2)"]; +"996 linear_50_scale_0" -> "999 dequantize_per_channel_98" [style=solid, label="(512,)"]; +"997 linear_50_zero_point_0" -> "999 dequantize_per_channel_98" [style=solid, label="(512,)"]; +"998 _frozen_param44" -> "999 dequantize_per_channel_98" [style=solid, label="(512, 2)"]; +"999 dequantize_per_channel_98" -> "1000 linear_50" [style=solid, label="(512, 2)"]; "1000 linear_50" -> "1001 relu__8" [style=solid, label="(1, 15, 15, 512)"]; "1001 relu__8" -> "1002 relu__8_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 15, 15, 512)"]; -"1002 relu__8_0_0_nncf_smooth_quant_0" -> "1003 quantize_per_tensor_default_36" [style=solid, label="(1, 15, 15, 512)"]; -"1003 quantize_per_tensor_default_36" -> "1004 dequantize_per_tensor_default_36" [style=solid, label="(1, 15, 15, 512)"]; -"1004 dequantize_per_tensor_default_36" -> "1009 linear_51" [style=solid, label="(1, 15, 15, 512)"]; -"1005 linear_51_scale_0" -> "1008 dequantize_per_channel_default_36" [style=solid, label="(12,)"]; -"1006 linear_51_zero_point_0" -> "1008 dequantize_per_channel_default_36" [style=solid, label="(12,)"]; -"1007 _frozen_param45" -> "1008 dequantize_per_channel_default_36" [style=solid, label="(12, 512)"]; -"1008 dequantize_per_channel_default_36" -> "1009 linear_51" [style=solid, label="(12, 512)"]; +"1002 relu__8_0_0_nncf_smooth_quant_0" -> "1003 quantize_per_tensor_99" [style=solid, label="(1, 15, 15, 512)"]; +"1003 quantize_per_tensor_99" -> "1004 dequantize_per_tensor_100" [style=solid, label="(1, 15, 15, 512)"]; +"1004 dequantize_per_tensor_100" -> "1009 linear_51" [style=solid, label="(1, 15, 15, 512)"]; +"1005 linear_51_scale_0" -> "1008 dequantize_per_channel_101" [style=solid, label="(12,)"]; +"1006 linear_51_zero_point_0" -> "1008 dequantize_per_channel_101" [style=solid, label="(12,)"]; +"1007 _frozen_param45" -> "1008 dequantize_per_channel_101" [style=solid, label="(12, 512)"]; +"1008 dequantize_per_channel_101" -> "1009 linear_51" [style=solid, label="(12, 512)"]; "1009 linear_51" -> "1010 view_44" [style=solid, label="(1, 15, 15, 12)"]; "1010 view_44" -> "1011 index_8" [style=solid, label="(225, 12)"]; "1011 index_8" -> "1012 view_45" [style=solid, label="(4096, 12)"]; @@ -2569,43 +2569,43 @@ strict digraph { "1062 layer_norm_19" -> "1063 add_29" [style=solid, label="(1, 14, 14, 384)"]; "1063 add_29" -> "1064 add_29_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 384)"]; "1063 add_29" -> "1084 add_30" [style=solid, label="(1, 14, 14, 384)"]; -"1064 add_29_0_0_nncf_smooth_quant_0" -> "1065 quantize_per_tensor_default_37" [style=solid, label="(1, 14, 14, 384)"]; -"1065 quantize_per_tensor_default_37" -> "1066 dequantize_per_tensor_default_37" [style=solid, label="(1, 14, 14, 384)"]; -"1066 dequantize_per_tensor_default_37" -> "1071 linear_54" [style=solid, label="(1, 14, 14, 384)"]; -"1067 linear_54_scale_0" -> "1070 dequantize_per_channel_default_37" [style=solid, label="(1536,)"]; -"1068 linear_54_zero_point_0" -> "1070 dequantize_per_channel_default_37" [style=solid, label="(1536,)"]; -"1069 _frozen_param46" -> "1070 dequantize_per_channel_default_37" [style=solid, label="(1536, 384)"]; -"1070 dequantize_per_channel_default_37" -> "1071 linear_54" [style=solid, label="(1536, 384)"]; +"1064 add_29_0_0_nncf_smooth_quant_0" -> "1065 quantize_per_tensor_102" [style=solid, label="(1, 14, 14, 384)"]; +"1065 quantize_per_tensor_102" -> "1066 dequantize_per_tensor_103" [style=solid, label="(1, 14, 14, 384)"]; +"1066 dequantize_per_tensor_103" -> "1071 linear_54" [style=solid, label="(1, 14, 14, 384)"]; +"1067 linear_54_scale_0" -> "1070 dequantize_per_channel_104" [style=solid, label="(1536,)"]; +"1068 linear_54_zero_point_0" -> "1070 dequantize_per_channel_104" [style=solid, label="(1536,)"]; +"1069 _frozen_param46" -> "1070 dequantize_per_channel_104" [style=solid, label="(1536, 384)"]; +"1070 dequantize_per_channel_104" -> "1071 linear_54" [style=solid, label="(1536, 384)"]; "1071 linear_54" -> "1072 gelu_8" [style=solid, label="(1, 14, 14, 1536)"]; "1072 gelu_8" -> "1073 dropout_34" [style=solid, label="(1, 14, 14, 1536)"]; "1073 dropout_34" -> "1074 dropout_34_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 1536)"]; -"1074 dropout_34_0_0_nncf_smooth_quant_0" -> "1075 quantize_per_tensor_default_38" [style=solid, label="(1, 14, 14, 1536)"]; -"1075 quantize_per_tensor_default_38" -> "1076 dequantize_per_tensor_default_38" [style=solid, label="(1, 14, 14, 1536)"]; -"1076 dequantize_per_tensor_default_38" -> "1081 linear_55" [style=solid, label="(1, 14, 14, 1536)"]; -"1077 linear_55_scale_0" -> "1080 dequantize_per_channel_default_38" [style=solid, label="(384,)"]; -"1078 linear_55_zero_point_0" -> "1080 dequantize_per_channel_default_38" [style=solid, label="(384,)"]; -"1079 _frozen_param47" -> "1080 dequantize_per_channel_default_38" [style=solid, label="(384, 1536)"]; -"1080 dequantize_per_channel_default_38" -> "1081 linear_55" [style=solid, label="(384, 1536)"]; +"1074 dropout_34_0_0_nncf_smooth_quant_0" -> "1075 quantize_per_tensor_105" [style=solid, label="(1, 14, 14, 1536)"]; +"1075 quantize_per_tensor_105" -> "1076 dequantize_per_tensor_106" [style=solid, label="(1, 14, 14, 1536)"]; +"1076 dequantize_per_tensor_106" -> "1081 linear_55" [style=solid, label="(1, 14, 14, 1536)"]; +"1077 linear_55_scale_0" -> "1080 dequantize_per_channel_107" [style=solid, label="(384,)"]; +"1078 linear_55_zero_point_0" -> "1080 dequantize_per_channel_107" [style=solid, label="(384,)"]; +"1079 _frozen_param47" -> "1080 dequantize_per_channel_107" [style=solid, label="(384, 1536)"]; +"1080 dequantize_per_channel_107" -> "1081 linear_55" [style=solid, label="(384, 1536)"]; "1081 linear_55" -> "1082 dropout_35" [style=solid, label="(1, 14, 14, 384)"]; "1082 dropout_35" -> "1083 layer_norm_20" [style=solid, label="(1, 14, 14, 384)"]; "1083 layer_norm_20" -> "1084 add_30" [style=solid, label="(1, 14, 14, 384)"]; "1084 add_30" -> "1109 pad_11" [style=solid, label="(1, 14, 14, 384)"]; "1084 add_30" -> "1172 add_33" [style=solid, label="(1, 14, 14, 384)"]; -"1085 _frozen_param48" -> "1086 dequantize_per_tensor_default_39" [style=solid, label="(1, 15, 15, 2)"]; -"1086 dequantize_per_tensor_default_39" -> "1091 linear_56" [style=solid, label="(1, 15, 15, 2)"]; -"1087 linear_56_scale_0" -> "1090 dequantize_per_channel_default_39" [style=solid, label="(512,)"]; -"1088 linear_56_zero_point_0" -> "1090 dequantize_per_channel_default_39" [style=solid, label="(512,)"]; -"1089 _frozen_param49" -> "1090 dequantize_per_channel_default_39" [style=solid, label="(512, 2)"]; -"1090 dequantize_per_channel_default_39" -> "1091 linear_56" [style=solid, label="(512, 2)"]; +"1085 _frozen_param48" -> "1086 dequantize_per_tensor_108" [style=solid, label="(1, 15, 15, 2)"]; +"1086 dequantize_per_tensor_108" -> "1091 linear_56" [style=solid, label="(1, 15, 15, 2)"]; +"1087 linear_56_scale_0" -> "1090 dequantize_per_channel_109" [style=solid, label="(512,)"]; +"1088 linear_56_zero_point_0" -> "1090 dequantize_per_channel_109" [style=solid, label="(512,)"]; +"1089 _frozen_param49" -> "1090 dequantize_per_channel_109" [style=solid, label="(512, 2)"]; +"1090 dequantize_per_channel_109" -> "1091 linear_56" [style=solid, label="(512, 2)"]; "1091 linear_56" -> "1092 relu__9" [style=solid, label="(1, 15, 15, 512)"]; "1092 relu__9" -> "1093 relu__9_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 15, 15, 512)"]; -"1093 relu__9_0_0_nncf_smooth_quant_0" -> "1094 quantize_per_tensor_default_40" [style=solid, label="(1, 15, 15, 512)"]; -"1094 quantize_per_tensor_default_40" -> "1095 dequantize_per_tensor_default_40" [style=solid, label="(1, 15, 15, 512)"]; -"1095 dequantize_per_tensor_default_40" -> "1100 linear_57" [style=solid, label="(1, 15, 15, 512)"]; -"1096 linear_57_scale_0" -> "1099 dequantize_per_channel_default_40" [style=solid, label="(12,)"]; -"1097 linear_57_zero_point_0" -> "1099 dequantize_per_channel_default_40" [style=solid, label="(12,)"]; -"1098 _frozen_param50" -> "1099 dequantize_per_channel_default_40" [style=solid, label="(12, 512)"]; -"1099 dequantize_per_channel_default_40" -> "1100 linear_57" [style=solid, label="(12, 512)"]; +"1093 relu__9_0_0_nncf_smooth_quant_0" -> "1094 quantize_per_tensor_110" [style=solid, label="(1, 15, 15, 512)"]; +"1094 quantize_per_tensor_110" -> "1095 dequantize_per_tensor_111" [style=solid, label="(1, 15, 15, 512)"]; +"1095 dequantize_per_tensor_111" -> "1100 linear_57" [style=solid, label="(1, 15, 15, 512)"]; +"1096 linear_57_scale_0" -> "1099 dequantize_per_channel_112" [style=solid, label="(12,)"]; +"1097 linear_57_zero_point_0" -> "1099 dequantize_per_channel_112" [style=solid, label="(12,)"]; +"1098 _frozen_param50" -> "1099 dequantize_per_channel_112" [style=solid, label="(12, 512)"]; +"1099 dequantize_per_channel_112" -> "1100 linear_57" [style=solid, label="(12, 512)"]; "1100 linear_57" -> "1101 view_48" [style=solid, label="(1, 15, 15, 12)"]; "1101 view_48" -> "1102 index_9" [style=solid, label="(225, 12)"]; "1102 index_9" -> "1103 view_49" [style=solid, label="(4096, 12)"]; @@ -2690,23 +2690,23 @@ strict digraph { "1171 layer_norm_21" -> "1172 add_33" [style=solid, label="(1, 14, 14, 384)"]; "1172 add_33" -> "1173 add_33_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 384)"]; "1172 add_33" -> "1193 add_34" [style=solid, label="(1, 14, 14, 384)"]; -"1173 add_33_0_0_nncf_smooth_quant_0" -> "1174 quantize_per_tensor_default_41" [style=solid, label="(1, 14, 14, 384)"]; -"1174 quantize_per_tensor_default_41" -> "1175 dequantize_per_tensor_default_41" [style=solid, label="(1, 14, 14, 384)"]; -"1175 dequantize_per_tensor_default_41" -> "1180 linear_60" [style=solid, label="(1, 14, 14, 384)"]; -"1176 linear_60_scale_0" -> "1179 dequantize_per_channel_default_41" [style=solid, label="(1536,)"]; -"1177 linear_60_zero_point_0" -> "1179 dequantize_per_channel_default_41" [style=solid, label="(1536,)"]; -"1178 _frozen_param51" -> "1179 dequantize_per_channel_default_41" [style=solid, label="(1536, 384)"]; -"1179 dequantize_per_channel_default_41" -> "1180 linear_60" [style=solid, label="(1536, 384)"]; +"1173 add_33_0_0_nncf_smooth_quant_0" -> "1174 quantize_per_tensor_113" [style=solid, label="(1, 14, 14, 384)"]; +"1174 quantize_per_tensor_113" -> "1175 dequantize_per_tensor_114" [style=solid, label="(1, 14, 14, 384)"]; +"1175 dequantize_per_tensor_114" -> "1180 linear_60" [style=solid, label="(1, 14, 14, 384)"]; +"1176 linear_60_scale_0" -> "1179 dequantize_per_channel_115" [style=solid, label="(1536,)"]; +"1177 linear_60_zero_point_0" -> "1179 dequantize_per_channel_115" [style=solid, label="(1536,)"]; +"1178 _frozen_param51" -> "1179 dequantize_per_channel_115" [style=solid, label="(1536, 384)"]; +"1179 dequantize_per_channel_115" -> "1180 linear_60" [style=solid, label="(1536, 384)"]; "1180 linear_60" -> "1181 gelu_9" [style=solid, label="(1, 14, 14, 1536)"]; "1181 gelu_9" -> "1182 dropout_38" [style=solid, label="(1, 14, 14, 1536)"]; "1182 dropout_38" -> "1183 dropout_38_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 14, 14, 1536)"]; -"1183 dropout_38_0_0_nncf_smooth_quant_0" -> "1184 quantize_per_tensor_default_42" [style=solid, label="(1, 14, 14, 1536)"]; -"1184 quantize_per_tensor_default_42" -> "1185 dequantize_per_tensor_default_42" [style=solid, label="(1, 14, 14, 1536)"]; -"1185 dequantize_per_tensor_default_42" -> "1190 linear_61" [style=solid, label="(1, 14, 14, 1536)"]; -"1186 linear_61_scale_0" -> "1189 dequantize_per_channel_default_42" [style=solid, label="(384,)"]; -"1187 linear_61_zero_point_0" -> "1189 dequantize_per_channel_default_42" [style=solid, label="(384,)"]; -"1188 _frozen_param52" -> "1189 dequantize_per_channel_default_42" [style=solid, label="(384, 1536)"]; -"1189 dequantize_per_channel_default_42" -> "1190 linear_61" [style=solid, label="(384, 1536)"]; +"1183 dropout_38_0_0_nncf_smooth_quant_0" -> "1184 quantize_per_tensor_116" [style=solid, label="(1, 14, 14, 1536)"]; +"1184 quantize_per_tensor_116" -> "1185 dequantize_per_tensor_117" [style=solid, label="(1, 14, 14, 1536)"]; +"1185 dequantize_per_tensor_117" -> "1190 linear_61" [style=solid, label="(1, 14, 14, 1536)"]; +"1186 linear_61_scale_0" -> "1189 dequantize_per_channel_118" [style=solid, label="(384,)"]; +"1187 linear_61_zero_point_0" -> "1189 dequantize_per_channel_118" [style=solid, label="(384,)"]; +"1188 _frozen_param52" -> "1189 dequantize_per_channel_118" [style=solid, label="(384, 1536)"]; +"1189 dequantize_per_channel_118" -> "1190 linear_61" [style=solid, label="(384, 1536)"]; "1190 linear_61" -> "1191 dropout_39" [style=solid, label="(1, 14, 14, 384)"]; "1191 dropout_39" -> "1192 layer_norm_22" [style=solid, label="(1, 14, 14, 384)"]; "1192 layer_norm_22" -> "1193 add_34" [style=solid, label="(1, 14, 14, 384)"]; @@ -2728,31 +2728,31 @@ strict digraph { "1205 slice_171" -> "1206 slice_172" [style=solid, label="(1, 7, 7, 384)"]; "1206 slice_172" -> "1207 cat_2" [style=solid, label="(1, 7, 7, 384)"]; "1207 cat_2" -> "1208 cat_2_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 7, 7, 1536)"]; -"1208 cat_2_0_0_nncf_smooth_quant_0" -> "1209 quantize_per_tensor_default_43" [style=solid, label="(1, 7, 7, 1536)"]; -"1209 quantize_per_tensor_default_43" -> "1210 dequantize_per_tensor_default_43" [style=solid, label="(1, 7, 7, 1536)"]; -"1210 dequantize_per_tensor_default_43" -> "1215 linear_62" [style=solid, label="(1, 7, 7, 1536)"]; -"1211 linear_62_scale_0" -> "1214 dequantize_per_channel_default_43" [style=solid, label="(768,)"]; -"1212 linear_62_zero_point_0" -> "1214 dequantize_per_channel_default_43" [style=solid, label="(768,)"]; -"1213 _frozen_param53" -> "1214 dequantize_per_channel_default_43" [style=solid, label="(768, 1536)"]; -"1214 dequantize_per_channel_default_43" -> "1215 linear_62" [style=solid, label="(768, 1536)"]; +"1208 cat_2_0_0_nncf_smooth_quant_0" -> "1209 quantize_per_tensor_119" [style=solid, label="(1, 7, 7, 1536)"]; +"1209 quantize_per_tensor_119" -> "1210 dequantize_per_tensor_120" [style=solid, label="(1, 7, 7, 1536)"]; +"1210 dequantize_per_tensor_120" -> "1215 linear_62" [style=solid, label="(1, 7, 7, 1536)"]; +"1211 linear_62_scale_0" -> "1214 dequantize_per_channel_121" [style=solid, label="(768,)"]; +"1212 linear_62_zero_point_0" -> "1214 dequantize_per_channel_121" [style=solid, label="(768,)"]; +"1213 _frozen_param53" -> "1214 dequantize_per_channel_121" [style=solid, label="(768, 1536)"]; +"1214 dequantize_per_channel_121" -> "1215 linear_62" [style=solid, label="(768, 1536)"]; "1215 linear_62" -> "1216 layer_norm_23" [style=solid, label="(1, 7, 7, 768)"]; "1216 layer_norm_23" -> "1241 pad_13" [style=solid, label="(1, 7, 7, 768)"]; "1216 layer_norm_23" -> "1286 add_36" [style=solid, label="(1, 7, 7, 768)"]; -"1217 _frozen_param54" -> "1218 dequantize_per_tensor_default_44" [style=solid, label="(1, 15, 15, 2)"]; -"1218 dequantize_per_tensor_default_44" -> "1223 linear_63" [style=solid, label="(1, 15, 15, 2)"]; -"1219 linear_63_scale_0" -> "1222 dequantize_per_channel_default_44" [style=solid, label="(512,)"]; -"1220 linear_63_zero_point_0" -> "1222 dequantize_per_channel_default_44" [style=solid, label="(512,)"]; -"1221 _frozen_param55" -> "1222 dequantize_per_channel_default_44" [style=solid, label="(512, 2)"]; -"1222 dequantize_per_channel_default_44" -> "1223 linear_63" [style=solid, label="(512, 2)"]; +"1217 _frozen_param54" -> "1218 dequantize_per_tensor_122" [style=solid, label="(1, 15, 15, 2)"]; +"1218 dequantize_per_tensor_122" -> "1223 linear_63" [style=solid, label="(1, 15, 15, 2)"]; +"1219 linear_63_scale_0" -> "1222 dequantize_per_channel_123" [style=solid, label="(512,)"]; +"1220 linear_63_zero_point_0" -> "1222 dequantize_per_channel_123" [style=solid, label="(512,)"]; +"1221 _frozen_param55" -> "1222 dequantize_per_channel_123" [style=solid, label="(512, 2)"]; +"1222 dequantize_per_channel_123" -> "1223 linear_63" [style=solid, label="(512, 2)"]; "1223 linear_63" -> "1224 relu__10" [style=solid, label="(1, 15, 15, 512)"]; "1224 relu__10" -> "1225 relu__10_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 15, 15, 512)"]; -"1225 relu__10_0_0_nncf_smooth_quant_0" -> "1226 quantize_per_tensor_default_45" [style=solid, label="(1, 15, 15, 512)"]; -"1226 quantize_per_tensor_default_45" -> "1227 dequantize_per_tensor_default_45" [style=solid, label="(1, 15, 15, 512)"]; -"1227 dequantize_per_tensor_default_45" -> "1232 linear_64" [style=solid, label="(1, 15, 15, 512)"]; -"1228 linear_64_scale_0" -> "1231 dequantize_per_channel_default_45" [style=solid, label="(24,)"]; -"1229 linear_64_zero_point_0" -> "1231 dequantize_per_channel_default_45" [style=solid, label="(24,)"]; -"1230 _frozen_param56" -> "1231 dequantize_per_channel_default_45" [style=solid, label="(24, 512)"]; -"1231 dequantize_per_channel_default_45" -> "1232 linear_64" [style=solid, label="(24, 512)"]; +"1225 relu__10_0_0_nncf_smooth_quant_0" -> "1226 quantize_per_tensor_124" [style=solid, label="(1, 15, 15, 512)"]; +"1226 quantize_per_tensor_124" -> "1227 dequantize_per_tensor_125" [style=solid, label="(1, 15, 15, 512)"]; +"1227 dequantize_per_tensor_125" -> "1232 linear_64" [style=solid, label="(1, 15, 15, 512)"]; +"1228 linear_64_scale_0" -> "1231 dequantize_per_channel_126" [style=solid, label="(24,)"]; +"1229 linear_64_zero_point_0" -> "1231 dequantize_per_channel_126" [style=solid, label="(24,)"]; +"1230 _frozen_param56" -> "1231 dequantize_per_channel_126" [style=solid, label="(24, 512)"]; +"1231 dequantize_per_channel_126" -> "1232 linear_64" [style=solid, label="(24, 512)"]; "1232 linear_64" -> "1233 view_55" [style=solid, label="(1, 15, 15, 24)"]; "1233 view_55" -> "1234 index_10" [style=solid, label="(225, 24)"]; "1234 index_10" -> "1235 view_56" [style=solid, label="(4096, 24)"]; @@ -2815,43 +2815,43 @@ strict digraph { "1285 layer_norm_24" -> "1286 add_36" [style=solid, label="(1, 7, 7, 768)"]; "1286 add_36" -> "1287 add_36_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 7, 7, 768)"]; "1286 add_36" -> "1307 add_37" [style=solid, label="(1, 7, 7, 768)"]; -"1287 add_36_0_0_nncf_smooth_quant_0" -> "1288 quantize_per_tensor_default_46" [style=solid, label="(1, 7, 7, 768)"]; -"1288 quantize_per_tensor_default_46" -> "1289 dequantize_per_tensor_default_46" [style=solid, label="(1, 7, 7, 768)"]; -"1289 dequantize_per_tensor_default_46" -> "1294 linear_67" [style=solid, label="(1, 7, 7, 768)"]; -"1290 linear_67_scale_0" -> "1293 dequantize_per_channel_default_46" [style=solid, label="(3072,)"]; -"1291 linear_67_zero_point_0" -> "1293 dequantize_per_channel_default_46" [style=solid, label="(3072,)"]; -"1292 _frozen_param57" -> "1293 dequantize_per_channel_default_46" [style=solid, label="(3072, 768)"]; -"1293 dequantize_per_channel_default_46" -> "1294 linear_67" [style=solid, label="(3072, 768)"]; +"1287 add_36_0_0_nncf_smooth_quant_0" -> "1288 quantize_per_tensor_127" [style=solid, label="(1, 7, 7, 768)"]; +"1288 quantize_per_tensor_127" -> "1289 dequantize_per_tensor_128" [style=solid, label="(1, 7, 7, 768)"]; +"1289 dequantize_per_tensor_128" -> "1294 linear_67" [style=solid, label="(1, 7, 7, 768)"]; +"1290 linear_67_scale_0" -> "1293 dequantize_per_channel_129" [style=solid, label="(3072,)"]; +"1291 linear_67_zero_point_0" -> "1293 dequantize_per_channel_129" [style=solid, label="(3072,)"]; +"1292 _frozen_param57" -> "1293 dequantize_per_channel_129" [style=solid, label="(3072, 768)"]; +"1293 dequantize_per_channel_129" -> "1294 linear_67" [style=solid, label="(3072, 768)"]; "1294 linear_67" -> "1295 gelu_10" [style=solid, label="(1, 7, 7, 3072)"]; "1295 gelu_10" -> "1296 dropout_42" [style=solid, label="(1, 7, 7, 3072)"]; "1296 dropout_42" -> "1297 dropout_42_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 7, 7, 3072)"]; -"1297 dropout_42_0_0_nncf_smooth_quant_0" -> "1298 quantize_per_tensor_default_47" [style=solid, label="(1, 7, 7, 3072)"]; -"1298 quantize_per_tensor_default_47" -> "1299 dequantize_per_tensor_default_47" [style=solid, label="(1, 7, 7, 3072)"]; -"1299 dequantize_per_tensor_default_47" -> "1304 linear_68" [style=solid, label="(1, 7, 7, 3072)"]; -"1300 linear_68_scale_0" -> "1303 dequantize_per_channel_default_47" [style=solid, label="(768,)"]; -"1301 linear_68_zero_point_0" -> "1303 dequantize_per_channel_default_47" [style=solid, label="(768,)"]; -"1302 _frozen_param58" -> "1303 dequantize_per_channel_default_47" [style=solid, label="(768, 3072)"]; -"1303 dequantize_per_channel_default_47" -> "1304 linear_68" [style=solid, label="(768, 3072)"]; +"1297 dropout_42_0_0_nncf_smooth_quant_0" -> "1298 quantize_per_tensor_130" [style=solid, label="(1, 7, 7, 3072)"]; +"1298 quantize_per_tensor_130" -> "1299 dequantize_per_tensor_131" [style=solid, label="(1, 7, 7, 3072)"]; +"1299 dequantize_per_tensor_131" -> "1304 linear_68" [style=solid, label="(1, 7, 7, 3072)"]; +"1300 linear_68_scale_0" -> "1303 dequantize_per_channel_132" [style=solid, label="(768,)"]; +"1301 linear_68_zero_point_0" -> "1303 dequantize_per_channel_132" [style=solid, label="(768,)"]; +"1302 _frozen_param58" -> "1303 dequantize_per_channel_132" [style=solid, label="(768, 3072)"]; +"1303 dequantize_per_channel_132" -> "1304 linear_68" [style=solid, label="(768, 3072)"]; "1304 linear_68" -> "1305 dropout_43" [style=solid, label="(1, 7, 7, 768)"]; "1305 dropout_43" -> "1306 layer_norm_25" [style=solid, label="(1, 7, 7, 768)"]; "1306 layer_norm_25" -> "1307 add_37" [style=solid, label="(1, 7, 7, 768)"]; "1307 add_37" -> "1332 pad_14" [style=solid, label="(1, 7, 7, 768)"]; "1307 add_37" -> "1377 add_39" [style=solid, label="(1, 7, 7, 768)"]; -"1308 _frozen_param59" -> "1309 dequantize_per_tensor_default_48" [style=solid, label="(1, 15, 15, 2)"]; -"1309 dequantize_per_tensor_default_48" -> "1314 linear_69" [style=solid, label="(1, 15, 15, 2)"]; -"1310 linear_69_scale_0" -> "1313 dequantize_per_channel_default_48" [style=solid, label="(512,)"]; -"1311 linear_69_zero_point_0" -> "1313 dequantize_per_channel_default_48" [style=solid, label="(512,)"]; -"1312 _frozen_param60" -> "1313 dequantize_per_channel_default_48" [style=solid, label="(512, 2)"]; -"1313 dequantize_per_channel_default_48" -> "1314 linear_69" [style=solid, label="(512, 2)"]; +"1308 _frozen_param59" -> "1309 dequantize_per_tensor_133" [style=solid, label="(1, 15, 15, 2)"]; +"1309 dequantize_per_tensor_133" -> "1314 linear_69" [style=solid, label="(1, 15, 15, 2)"]; +"1310 linear_69_scale_0" -> "1313 dequantize_per_channel_134" [style=solid, label="(512,)"]; +"1311 linear_69_zero_point_0" -> "1313 dequantize_per_channel_134" [style=solid, label="(512,)"]; +"1312 _frozen_param60" -> "1313 dequantize_per_channel_134" [style=solid, label="(512, 2)"]; +"1313 dequantize_per_channel_134" -> "1314 linear_69" [style=solid, label="(512, 2)"]; "1314 linear_69" -> "1315 relu__11" [style=solid, label="(1, 15, 15, 512)"]; "1315 relu__11" -> "1316 relu__11_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 15, 15, 512)"]; -"1316 relu__11_0_0_nncf_smooth_quant_0" -> "1317 quantize_per_tensor_default_49" [style=solid, label="(1, 15, 15, 512)"]; -"1317 quantize_per_tensor_default_49" -> "1318 dequantize_per_tensor_default_49" [style=solid, label="(1, 15, 15, 512)"]; -"1318 dequantize_per_tensor_default_49" -> "1323 linear_70" [style=solid, label="(1, 15, 15, 512)"]; -"1319 linear_70_scale_0" -> "1322 dequantize_per_channel_default_49" [style=solid, label="(24,)"]; -"1320 linear_70_zero_point_0" -> "1322 dequantize_per_channel_default_49" [style=solid, label="(24,)"]; -"1321 _frozen_param61" -> "1322 dequantize_per_channel_default_49" [style=solid, label="(24, 512)"]; -"1322 dequantize_per_channel_default_49" -> "1323 linear_70" [style=solid, label="(24, 512)"]; +"1316 relu__11_0_0_nncf_smooth_quant_0" -> "1317 quantize_per_tensor_135" [style=solid, label="(1, 15, 15, 512)"]; +"1317 quantize_per_tensor_135" -> "1318 dequantize_per_tensor_136" [style=solid, label="(1, 15, 15, 512)"]; +"1318 dequantize_per_tensor_136" -> "1323 linear_70" [style=solid, label="(1, 15, 15, 512)"]; +"1319 linear_70_scale_0" -> "1322 dequantize_per_channel_137" [style=solid, label="(24,)"]; +"1320 linear_70_zero_point_0" -> "1322 dequantize_per_channel_137" [style=solid, label="(24,)"]; +"1321 _frozen_param61" -> "1322 dequantize_per_channel_137" [style=solid, label="(24, 512)"]; +"1322 dequantize_per_channel_137" -> "1323 linear_70" [style=solid, label="(24, 512)"]; "1323 linear_70" -> "1324 view_59" [style=solid, label="(1, 15, 15, 24)"]; "1324 view_59" -> "1325 index_11" [style=solid, label="(225, 24)"]; "1325 index_11" -> "1326 view_60" [style=solid, label="(4096, 24)"]; @@ -2914,23 +2914,23 @@ strict digraph { "1376 layer_norm_26" -> "1377 add_39" [style=solid, label="(1, 7, 7, 768)"]; "1377 add_39" -> "1378 add_39_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 7, 7, 768)"]; "1377 add_39" -> "1398 add_40" [style=solid, label="(1, 7, 7, 768)"]; -"1378 add_39_0_0_nncf_smooth_quant_0" -> "1379 quantize_per_tensor_default_50" [style=solid, label="(1, 7, 7, 768)"]; -"1379 quantize_per_tensor_default_50" -> "1380 dequantize_per_tensor_default_50" [style=solid, label="(1, 7, 7, 768)"]; -"1380 dequantize_per_tensor_default_50" -> "1385 linear_73" [style=solid, label="(1, 7, 7, 768)"]; -"1381 linear_73_scale_0" -> "1384 dequantize_per_channel_default_50" [style=solid, label="(3072,)"]; -"1382 linear_73_zero_point_0" -> "1384 dequantize_per_channel_default_50" [style=solid, label="(3072,)"]; -"1383 _frozen_param62" -> "1384 dequantize_per_channel_default_50" [style=solid, label="(3072, 768)"]; -"1384 dequantize_per_channel_default_50" -> "1385 linear_73" [style=solid, label="(3072, 768)"]; +"1378 add_39_0_0_nncf_smooth_quant_0" -> "1379 quantize_per_tensor_138" [style=solid, label="(1, 7, 7, 768)"]; +"1379 quantize_per_tensor_138" -> "1380 dequantize_per_tensor_139" [style=solid, label="(1, 7, 7, 768)"]; +"1380 dequantize_per_tensor_139" -> "1385 linear_73" [style=solid, label="(1, 7, 7, 768)"]; +"1381 linear_73_scale_0" -> "1384 dequantize_per_channel_140" [style=solid, label="(3072,)"]; +"1382 linear_73_zero_point_0" -> "1384 dequantize_per_channel_140" [style=solid, label="(3072,)"]; +"1383 _frozen_param62" -> "1384 dequantize_per_channel_140" [style=solid, label="(3072, 768)"]; +"1384 dequantize_per_channel_140" -> "1385 linear_73" [style=solid, label="(3072, 768)"]; "1385 linear_73" -> "1386 gelu_11" [style=solid, label="(1, 7, 7, 3072)"]; "1386 gelu_11" -> "1387 dropout_46" [style=solid, label="(1, 7, 7, 3072)"]; "1387 dropout_46" -> "1388 dropout_46_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 7, 7, 3072)"]; -"1388 dropout_46_0_0_nncf_smooth_quant_0" -> "1389 quantize_per_tensor_default_51" [style=solid, label="(1, 7, 7, 3072)"]; -"1389 quantize_per_tensor_default_51" -> "1390 dequantize_per_tensor_default_51" [style=solid, label="(1, 7, 7, 3072)"]; -"1390 dequantize_per_tensor_default_51" -> "1395 linear_74" [style=solid, label="(1, 7, 7, 3072)"]; -"1391 linear_74_scale_0" -> "1394 dequantize_per_channel_default_51" [style=solid, label="(768,)"]; -"1392 linear_74_zero_point_0" -> "1394 dequantize_per_channel_default_51" [style=solid, label="(768,)"]; -"1393 _frozen_param63" -> "1394 dequantize_per_channel_default_51" [style=solid, label="(768, 3072)"]; -"1394 dequantize_per_channel_default_51" -> "1395 linear_74" [style=solid, label="(768, 3072)"]; +"1388 dropout_46_0_0_nncf_smooth_quant_0" -> "1389 quantize_per_tensor_141" [style=solid, label="(1, 7, 7, 3072)"]; +"1389 quantize_per_tensor_141" -> "1390 dequantize_per_tensor_142" [style=solid, label="(1, 7, 7, 3072)"]; +"1390 dequantize_per_tensor_142" -> "1395 linear_74" [style=solid, label="(1, 7, 7, 3072)"]; +"1391 linear_74_scale_0" -> "1394 dequantize_per_channel_143" [style=solid, label="(768,)"]; +"1392 linear_74_zero_point_0" -> "1394 dequantize_per_channel_143" [style=solid, label="(768,)"]; +"1393 _frozen_param63" -> "1394 dequantize_per_channel_143" [style=solid, label="(768, 3072)"]; +"1394 dequantize_per_channel_143" -> "1395 linear_74" [style=solid, label="(768, 3072)"]; "1395 linear_74" -> "1396 dropout_47" [style=solid, label="(1, 7, 7, 768)"]; "1396 dropout_47" -> "1397 layer_norm_27" [style=solid, label="(1, 7, 7, 768)"]; "1397 layer_norm_27" -> "1398 add_40" [style=solid, label="(1, 7, 7, 768)"]; @@ -2939,12 +2939,12 @@ strict digraph { "1400 permute_54" -> "1401 adaptive_avg_pool2d" [style=solid, label="(1, 768, 7, 7)"]; "1401 adaptive_avg_pool2d" -> "1402 flatten" [style=solid, label="(1, 768, 1, 1)"]; "1402 flatten" -> "1403 flatten_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 768)"]; -"1403 flatten_0_0_nncf_smooth_quant_0" -> "1404 quantize_per_tensor_default_52" [style=solid, label="(1, 768)"]; -"1404 quantize_per_tensor_default_52" -> "1405 dequantize_per_tensor_default_52" [style=solid, label="(1, 768)"]; -"1405 dequantize_per_tensor_default_52" -> "1410 linear_75" [style=solid, label="(1, 768)"]; -"1406 linear_75_scale_0" -> "1409 dequantize_per_channel_default_52" [style=solid, label="(1000,)"]; -"1407 linear_75_zero_point_0" -> "1409 dequantize_per_channel_default_52" [style=solid, label="(1000,)"]; -"1408 _frozen_param64" -> "1409 dequantize_per_channel_default_52" [style=solid, label="(1000, 768)"]; -"1409 dequantize_per_channel_default_52" -> "1410 linear_75" [style=solid, label="(1000, 768)"]; +"1403 flatten_0_0_nncf_smooth_quant_0" -> "1404 quantize_per_tensor_144" [style=solid, label="(1, 768)"]; +"1404 quantize_per_tensor_144" -> "1405 dequantize_per_tensor_145" [style=solid, label="(1, 768)"]; +"1405 dequantize_per_tensor_145" -> "1410 linear_75" [style=solid, label="(1, 768)"]; +"1406 linear_75_scale_0" -> "1409 dequantize_per_channel_146" [style=solid, label="(1000,)"]; +"1407 linear_75_zero_point_0" -> "1409 dequantize_per_channel_146" [style=solid, label="(1000,)"]; +"1408 _frozen_param64" -> "1409 dequantize_per_channel_146" [style=solid, label="(1000, 768)"]; +"1409 dequantize_per_channel_146" -> "1410 linear_75" [style=solid, label="(1000, 768)"]; "1410 linear_75" -> "1411 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/synthetic_transformer.dot b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/synthetic_transformer.dot index 462a2e45e41..d08f7a81b98 100644 --- a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/synthetic_transformer.dot +++ b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/synthetic_transformer.dot @@ -1,45 +1,45 @@ -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]; +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 linear_scale_0" [id=8, type=get_attr]; -"9 linear_zero_point_0" [id=9, type=get_attr]; -"10 _frozen_param0" [id=10, type=get_attr]; -"11 dequantize_per_channel_default" [id=11, type=dequantize_per_channel]; +"5 embedding_0_0_nncf_smooth_quant_0" [id=5, type="call_module"]; +"6 quantize_per_tensor_0" [id=6, type="quantize_per_tensor"]; +"7 dequantize_per_tensor_1" [id=7, type="dequantize_per_tensor"]; +"8 linear_scale_0" [id=8, type="get_attr"]; +"9 linear_zero_point_0" [id=9, type="get_attr"]; +"10 _frozen_param0" [id=10, type="get_attr"]; +"11 dequantize_per_channel_2" [id=11, type="dequantize_per_channel"]; "12 linear" [id=12, type=linear]; -"13 linear_0_0_nncf_smooth_quant_0" [id=13, type=call_module]; -"14 quantize_per_tensor_default_1" [id=14, type=quantize_per_tensor]; -"15 dequantize_per_tensor_default_1" [id=15, type=dequantize_per_tensor]; -"16 linear_1_scale_0" [id=16, type=get_attr]; -"17 linear_1_zero_point_0" [id=17, type=get_attr]; -"18 _frozen_param1" [id=18, type=get_attr]; -"19 dequantize_per_channel_default_1" [id=19, type=dequantize_per_channel]; +"13 linear_0_0_nncf_smooth_quant_0" [id=13, type="call_module"]; +"14 quantize_per_tensor_3" [id=14, type="quantize_per_tensor"]; +"15 dequantize_per_tensor_4" [id=15, type="dequantize_per_tensor"]; +"16 linear_1_scale_0" [id=16, type="get_attr"]; +"17 linear_1_zero_point_0" [id=17, type="get_attr"]; +"18 _frozen_param1" [id=18, type="get_attr"]; +"19 dequantize_per_channel_5" [id=19, type="dequantize_per_channel"]; "20 linear_1" [id=20, type=linear]; "21 output" [id=21, type=output]; -"0 wte_weight" -> "4 embedding" [label="(10, 5)", style=solid]; -"1 linear_bias" -> "12 linear" [label="(5,)", style=solid]; -"2 lm_head_bias" -> "20 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" -> "12 linear" [label="(5, 5)", style=solid]; -"8 linear_scale_0" -> "11 dequantize_per_channel_default" [label="(5,)", style=solid]; -"9 linear_zero_point_0" -> "11 dequantize_per_channel_default" [label="(5,)", style=solid]; -"10 _frozen_param0" -> "11 dequantize_per_channel_default" [label="(5, 5)", style=solid]; -"11 dequantize_per_channel_default" -> "12 linear" [label="(5, 5)", style=solid]; -"12 linear" -> "13 linear_0_0_nncf_smooth_quant_0" [label="(5, 5)", style=solid]; -"13 linear_0_0_nncf_smooth_quant_0" -> "14 quantize_per_tensor_default_1" [label="(5, 5)", style=solid]; -"14 quantize_per_tensor_default_1" -> "15 dequantize_per_tensor_default_1" [label="(5, 5)", style=solid]; -"15 dequantize_per_tensor_default_1" -> "20 linear_1" [label="(5, 5)", style=solid]; -"16 linear_1_scale_0" -> "19 dequantize_per_channel_default_1" [label="(10,)", style=solid]; -"17 linear_1_zero_point_0" -> "19 dequantize_per_channel_default_1" [label="(10,)", style=solid]; -"18 _frozen_param1" -> "19 dequantize_per_channel_default_1" [label="(10, 5)", style=solid]; -"19 dequantize_per_channel_default_1" -> "20 linear_1" [label="(10, 5)", style=solid]; -"20 linear_1" -> "21 output" [label="(5, 10)", style=solid]; +"0 wte_weight" -> "4 embedding" [style=solid, label="(10, 5)"]; +"1 linear_bias" -> "12 linear" [style=solid, label="(5,)"]; +"2 lm_head_bias" -> "20 linear_1" [style=solid, label="(10,)"]; +"3 input_ids" -> "4 embedding" [style=solid, label="(5,)"]; +"4 embedding" -> "5 embedding_0_0_nncf_smooth_quant_0" [style=solid, label="(5, 5)"]; +"5 embedding_0_0_nncf_smooth_quant_0" -> "6 quantize_per_tensor_0" [style=solid, label="(5, 5)"]; +"6 quantize_per_tensor_0" -> "7 dequantize_per_tensor_1" [style=solid, label="(5, 5)"]; +"7 dequantize_per_tensor_1" -> "12 linear" [style=solid, label="(5, 5)"]; +"8 linear_scale_0" -> "11 dequantize_per_channel_2" [style=solid, label="(5,)"]; +"9 linear_zero_point_0" -> "11 dequantize_per_channel_2" [style=solid, label="(5,)"]; +"10 _frozen_param0" -> "11 dequantize_per_channel_2" [style=solid, label="(5, 5)"]; +"11 dequantize_per_channel_2" -> "12 linear" [style=solid, label="(5, 5)"]; +"12 linear" -> "13 linear_0_0_nncf_smooth_quant_0" [style=solid, label="(5, 5)"]; +"13 linear_0_0_nncf_smooth_quant_0" -> "14 quantize_per_tensor_3" [style=solid, label="(5, 5)"]; +"14 quantize_per_tensor_3" -> "15 dequantize_per_tensor_4" [style=solid, label="(5, 5)"]; +"15 dequantize_per_tensor_4" -> "20 linear_1" [style=solid, label="(5, 5)"]; +"16 linear_1_scale_0" -> "19 dequantize_per_channel_5" [style=solid, label="(10,)"]; +"17 linear_1_zero_point_0" -> "19 dequantize_per_channel_5" [style=solid, label="(10,)"]; +"18 _frozen_param1" -> "19 dequantize_per_channel_5" [style=solid, label="(10, 5)"]; +"19 dequantize_per_channel_5" -> "20 linear_1" [style=solid, label="(10, 5)"]; +"20 linear_1" -> "21 output" [style=solid, label="(5, 10)"]; } diff --git a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/unet.dot b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/unet.dot index dfe64020019..c3b5ab49b13 100644 --- a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/unet.dot +++ b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/unet.dot @@ -1,437 +1,437 @@ -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]; 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"166 slice_10" [id=166, type=slice]; "167 slice_11" [id=167, type=slice]; "168 slice_12" [id=168, type=slice]; "169 cat_2" [id=169, type=cat]; -"170 quantize_per_tensor_default_18" [id=170, type=quantize_per_tensor]; -"171 dequantize_per_tensor_default_18" [id=171, type=dequantize_per_tensor]; -"172 conv2d_14_scale_0" [id=172, type=get_attr]; -"173 conv2d_14_zero_point_0" [id=173, type=get_attr]; -"174 _frozen_param14" [id=174, type=get_attr]; -"175 dequantize_per_channel_default_14" [id=175, type=dequantize_per_channel]; +"170 quantize_per_tensor_50" [id=170, type="quantize_per_tensor"]; +"171 dequantize_per_tensor_51" [id=171, type="dequantize_per_tensor"]; +"172 conv2d_14_scale_0" [id=172, type="get_attr"]; +"173 conv2d_14_zero_point_0" [id=173, type="get_attr"]; +"174 _frozen_param14" [id=174, type="get_attr"]; +"175 dequantize_per_channel_52" [id=175, type="dequantize_per_channel"]; "176 conv2d_14" [id=176, type=conv2d]; "177 relu_14" [id=177, type=relu]; -"178 quantize_per_tensor_default_19" [id=178, type=quantize_per_tensor]; -"179 dequantize_per_tensor_default_19" [id=179, type=dequantize_per_tensor]; -"180 conv2d_15_scale_0" [id=180, type=get_attr]; -"181 conv2d_15_zero_point_0" [id=181, type=get_attr]; -"182 _frozen_param15" [id=182, type=get_attr]; -"183 dequantize_per_channel_default_15" [id=183, type=dequantize_per_channel]; +"178 quantize_per_tensor_53" [id=178, type="quantize_per_tensor"]; +"179 dequantize_per_tensor_54" [id=179, type="dequantize_per_tensor"]; +"180 conv2d_15_scale_0" [id=180, type="get_attr"]; +"181 conv2d_15_zero_point_0" [id=181, type="get_attr"]; +"182 _frozen_param15" [id=182, type="get_attr"]; +"183 dequantize_per_channel_55" [id=183, type="dequantize_per_channel"]; "184 conv2d_15" [id=184, type=conv2d]; "185 relu_15" [id=185, type=relu]; -"186 conv_transpose2d_3" [id=186, type=conv_transpose2d]; +"186 conv_transpose2d_3" [id=186, type="conv_transpose2d"]; "187 slice_13" [id=187, type=slice]; "188 slice_14" [id=188, type=slice]; "189 slice_15" [id=189, type=slice]; "190 slice_16" [id=190, type=slice]; "191 cat_3" [id=191, type=cat]; -"192 quantize_per_tensor_default_20" [id=192, type=quantize_per_tensor]; -"193 dequantize_per_tensor_default_20" [id=193, type=dequantize_per_tensor]; -"194 conv2d_16_scale_0" [id=194, type=get_attr]; -"195 conv2d_16_zero_point_0" [id=195, type=get_attr]; -"196 _frozen_param16" [id=196, type=get_attr]; -"197 dequantize_per_channel_default_16" [id=197, type=dequantize_per_channel]; +"192 quantize_per_tensor_56" [id=192, type="quantize_per_tensor"]; +"193 dequantize_per_tensor_57" [id=193, type="dequantize_per_tensor"]; +"194 conv2d_16_scale_0" [id=194, type="get_attr"]; +"195 conv2d_16_zero_point_0" [id=195, type="get_attr"]; +"196 _frozen_param16" [id=196, type="get_attr"]; +"197 dequantize_per_channel_58" [id=197, type="dequantize_per_channel"]; "198 conv2d_16" [id=198, type=conv2d]; "199 relu_16" [id=199, type=relu]; -"200 quantize_per_tensor_default_21" [id=200, type=quantize_per_tensor]; -"201 dequantize_per_tensor_default_21" [id=201, type=dequantize_per_tensor]; -"202 conv2d_17_scale_0" [id=202, type=get_attr]; -"203 conv2d_17_zero_point_0" [id=203, type=get_attr]; -"204 _frozen_param17" [id=204, type=get_attr]; -"205 dequantize_per_channel_default_17" [id=205, type=dequantize_per_channel]; +"200 quantize_per_tensor_59" [id=200, type="quantize_per_tensor"]; +"201 dequantize_per_tensor_60" [id=201, type="dequantize_per_tensor"]; +"202 conv2d_17_scale_0" [id=202, type="get_attr"]; +"203 conv2d_17_zero_point_0" [id=203, type="get_attr"]; +"204 _frozen_param17" [id=204, type="get_attr"]; +"205 dequantize_per_channel_61" [id=205, type="dequantize_per_channel"]; "206 conv2d_17" [id=206, type=conv2d]; "207 relu_17" [id=207, type=relu]; -"208 quantize_per_tensor_default_22" [id=208, type=quantize_per_tensor]; -"209 dequantize_per_tensor_default_22" [id=209, type=dequantize_per_tensor]; -"210 conv2d_18_scale_0" [id=210, type=get_attr]; -"211 conv2d_18_zero_point_0" [id=211, type=get_attr]; -"212 _frozen_param18" [id=212, type=get_attr]; -"213 dequantize_per_channel_default_18" [id=213, type=dequantize_per_channel]; +"208 quantize_per_tensor_62" [id=208, type="quantize_per_tensor"]; +"209 dequantize_per_tensor_63" [id=209, type="dequantize_per_tensor"]; +"210 conv2d_18_scale_0" [id=210, type="get_attr"]; +"211 conv2d_18_zero_point_0" [id=211, type="get_attr"]; +"212 _frozen_param18" [id=212, type="get_attr"]; +"213 dequantize_per_channel_64" [id=213, type="dequantize_per_channel"]; "214 conv2d_18" [id=214, type=conv2d]; "215 output" [id=215, type=output]; -"0 down_path_0_block_0_bias" -> "34 conv2d" [label="(64,)", style=solid]; -"1 down_path_0_block_3_bias" -> "42 conv2d_1" [label="(64,)", style=solid]; -"2 down_path_1_block_0_bias" -> "53 conv2d_2" [label="(128,)", style=solid]; -"3 down_path_1_block_3_bias" -> "61 conv2d_3" [label="(128,)", style=solid]; -"4 down_path_2_block_0_bias" -> "72 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" -> "99 conv2d_7" [label="(512,)", style=solid]; -"8 down_path_4_block_0_bias" -> "110 conv2d_8" [label="(1024,)", style=solid]; -"9 down_path_4_block_3_bias" -> "118 conv2d_9" [label="(1024,)", style=solid]; -"10 up_path_0_up_weight" -> "120 conv_transpose2d" [label="(1024, 512, 2, 2)", style=solid]; -"11 up_path_0_up_bias" -> "120 conv_transpose2d" [label="(512,)", style=solid]; -"12 up_path_0_conv_block_block_0_bias" -> "132 conv2d_10" [label="(512,)", style=solid]; -"13 up_path_0_conv_block_block_3_bias" -> "140 conv2d_11" [label="(512,)", style=solid]; -"14 up_path_1_up_weight" -> "142 conv_transpose2d_1" [label="(512, 256, 2, 2)", style=solid]; -"15 up_path_1_up_bias" -> "142 conv_transpose2d_1" [label="(256,)", style=solid]; -"16 up_path_1_conv_block_block_0_bias" -> "154 conv2d_12" [label="(256,)", style=solid]; -"17 up_path_1_conv_block_block_3_bias" -> "162 conv2d_13" [label="(256,)", style=solid]; -"18 up_path_2_up_weight" -> "164 conv_transpose2d_2" [label="(256, 128, 2, 2)", style=solid]; -"19 up_path_2_up_bias" -> "164 conv_transpose2d_2" [label="(128,)", style=solid]; -"20 up_path_2_conv_block_block_0_bias" -> "176 conv2d_14" [label="(128,)", style=solid]; -"21 up_path_2_conv_block_block_3_bias" -> "184 conv2d_15" [label="(128,)", style=solid]; -"22 up_path_3_up_weight" -> "186 conv_transpose2d_3" [label="(128, 64, 2, 2)", style=solid]; -"23 up_path_3_up_bias" -> "186 conv_transpose2d_3" [label="(64,)", style=solid]; -"24 up_path_3_conv_block_block_0_bias" -> "198 conv2d_16" [label="(64,)", style=solid]; -"25 up_path_3_conv_block_block_3_bias" -> "206 conv2d_17" [label="(64,)", style=solid]; -"26 last_bias" -> "214 conv2d_18" [label="(12,)", style=solid]; -"27 x" -> "28 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; -"28 quantize_per_tensor_default" -> "29 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; -"29 dequantize_per_tensor_default" -> "34 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"30 conv2d_scale_0" -> "33 dequantize_per_channel_default" [label="(64,)", style=solid]; -"31 conv2d_zero_point_0" -> "33 dequantize_per_channel_default" [label="(64,)", style=solid]; -"32 _frozen_param0" -> "33 dequantize_per_channel_default" [label="(64, 3, 3, 3)", style=solid]; -"33 dequantize_per_channel_default" -> "34 conv2d" [label="(64, 3, 3, 3)", style=solid]; -"34 conv2d" -> "35 relu" [label="(1, 64, 222, 222)", style=solid]; -"35 relu" -> "36 quantize_per_tensor_default_1" [label="(1, 64, 222, 222)", style=solid]; -"36 quantize_per_tensor_default_1" -> "37 dequantize_per_tensor_default_1" [label="(1, 64, 222, 222)", style=solid]; -"37 dequantize_per_tensor_default_1" -> "42 conv2d_1" [label="(1, 64, 222, 222)", style=solid]; -"38 conv2d_1_scale_0" -> "41 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"39 conv2d_1_zero_point_0" -> "41 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"40 _frozen_param1" -> "41 dequantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"41 dequantize_per_channel_default_1" -> "42 conv2d_1" [label="(64, 64, 3, 3)", style=solid]; -"42 conv2d_1" -> "43 relu_1" [label="(1, 64, 220, 220)", style=solid]; -"43 relu_1" -> "44 quantize_per_tensor_default_2" [label="(1, 64, 220, 220)", style=solid]; -"43 relu_1" -> "187 slice_13" [label="(1, 64, 220, 220)", style=solid]; -"44 quantize_per_tensor_default_2" -> "45 dequantize_per_tensor_default_2" [label="(1, 64, 220, 220)", style=solid]; -"45 dequantize_per_tensor_default_2" -> "46 max_pool2d" [label="(1, 64, 220, 220)", style=solid]; -"46 max_pool2d" -> "47 quantize_per_tensor_default_3" [label="(1, 64, 110, 110)", style=solid]; -"47 quantize_per_tensor_default_3" -> "48 dequantize_per_tensor_default_3" [label="(1, 64, 110, 110)", style=solid]; -"48 dequantize_per_tensor_default_3" -> "53 conv2d_2" [label="(1, 64, 110, 110)", style=solid]; -"49 conv2d_2_scale_0" -> "52 dequantize_per_channel_default_2" [label="(128,)", style=solid]; -"50 conv2d_2_zero_point_0" -> "52 dequantize_per_channel_default_2" [label="(128,)", style=solid]; -"51 _frozen_param2" -> "52 dequantize_per_channel_default_2" [label="(128, 64, 3, 3)", style=solid]; -"52 dequantize_per_channel_default_2" -> "53 conv2d_2" [label="(128, 64, 3, 3)", style=solid]; -"53 conv2d_2" -> "54 relu_2" [label="(1, 128, 108, 108)", style=solid]; -"54 relu_2" -> "55 quantize_per_tensor_default_4" [label="(1, 128, 108, 108)", style=solid]; -"55 quantize_per_tensor_default_4" -> "56 dequantize_per_tensor_default_4" [label="(1, 128, 108, 108)", style=solid]; -"56 dequantize_per_tensor_default_4" -> "61 conv2d_3" [label="(1, 128, 108, 108)", style=solid]; -"57 conv2d_3_scale_0" -> "60 dequantize_per_channel_default_3" [label="(128,)", style=solid]; -"58 conv2d_3_zero_point_0" -> "60 dequantize_per_channel_default_3" [label="(128,)", style=solid]; -"59 _frozen_param3" -> "60 dequantize_per_channel_default_3" [label="(128, 128, 3, 3)", style=solid]; -"60 dequantize_per_channel_default_3" -> "61 conv2d_3" [label="(128, 128, 3, 3)", style=solid]; -"61 conv2d_3" -> "62 relu_3" [label="(1, 128, 106, 106)", style=solid]; -"62 relu_3" -> "63 quantize_per_tensor_default_5" [label="(1, 128, 106, 106)", style=solid]; -"62 relu_3" -> "165 slice_9" [label="(1, 128, 106, 106)", style=solid]; -"63 quantize_per_tensor_default_5" -> "64 dequantize_per_tensor_default_5" [label="(1, 128, 106, 106)", style=solid]; -"64 dequantize_per_tensor_default_5" -> "65 max_pool2d_1" [label="(1, 128, 106, 106)", style=solid]; -"65 max_pool2d_1" -> "66 quantize_per_tensor_default_6" [label="(1, 128, 53, 53)", style=solid]; -"66 quantize_per_tensor_default_6" -> "67 dequantize_per_tensor_default_6" [label="(1, 128, 53, 53)", style=solid]; -"67 dequantize_per_tensor_default_6" -> "72 conv2d_4" [label="(1, 128, 53, 53)", style=solid]; -"68 conv2d_4_scale_0" -> "71 dequantize_per_channel_default_4" [label="(256,)", style=solid]; -"69 conv2d_4_zero_point_0" -> "71 dequantize_per_channel_default_4" [label="(256,)", style=solid]; -"70 _frozen_param4" -> "71 dequantize_per_channel_default_4" [label="(256, 128, 3, 3)", style=solid]; -"71 dequantize_per_channel_default_4" -> "72 conv2d_4" [label="(256, 128, 3, 3)", style=solid]; -"72 conv2d_4" -> "73 relu_4" [label="(1, 256, 51, 51)", style=solid]; -"73 relu_4" -> "74 quantize_per_tensor_default_7" [label="(1, 256, 51, 51)", style=solid]; -"74 quantize_per_tensor_default_7" -> "75 dequantize_per_tensor_default_7" [label="(1, 256, 51, 51)", style=solid]; -"75 dequantize_per_tensor_default_7" -> "80 conv2d_5" [label="(1, 256, 51, 51)", style=solid]; -"76 conv2d_5_scale_0" -> "79 dequantize_per_channel_default_5" [label="(256,)", style=solid]; -"77 conv2d_5_zero_point_0" -> "79 dequantize_per_channel_default_5" [label="(256,)", style=solid]; -"78 _frozen_param5" -> "79 dequantize_per_channel_default_5" [label="(256, 256, 3, 3)", style=solid]; -"79 dequantize_per_channel_default_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_8" [label="(1, 256, 49, 49)", style=solid]; -"81 relu_5" -> "143 slice_5" [label="(1, 256, 49, 49)", style=solid]; -"82 quantize_per_tensor_default_8" -> "83 dequantize_per_tensor_default_8" [label="(1, 256, 49, 49)", style=solid]; -"83 dequantize_per_tensor_default_8" -> "84 max_pool2d_2" [label="(1, 256, 49, 49)", style=solid]; -"84 max_pool2d_2" -> "85 quantize_per_tensor_default_9" [label="(1, 256, 24, 24)", style=solid]; -"85 quantize_per_tensor_default_9" -> "86 dequantize_per_tensor_default_9" [label="(1, 256, 24, 24)", style=solid]; -"86 dequantize_per_tensor_default_9" -> "91 conv2d_6" [label="(1, 256, 24, 24)", style=solid]; -"87 conv2d_6_scale_0" -> "90 dequantize_per_channel_default_6" [label="(512,)", style=solid]; -"88 conv2d_6_zero_point_0" -> "90 dequantize_per_channel_default_6" [label="(512,)", style=solid]; -"89 _frozen_param6" -> "90 dequantize_per_channel_default_6" [label="(512, 256, 3, 3)", style=solid]; -"90 dequantize_per_channel_default_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_10" [label="(1, 512, 22, 22)", style=solid]; -"93 quantize_per_tensor_default_10" -> "94 dequantize_per_tensor_default_10" [label="(1, 512, 22, 22)", style=solid]; -"94 dequantize_per_tensor_default_10" -> "99 conv2d_7" [label="(1, 512, 22, 22)", style=solid]; -"95 conv2d_7_scale_0" -> "98 dequantize_per_channel_default_7" [label="(512,)", style=solid]; -"96 conv2d_7_zero_point_0" -> "98 dequantize_per_channel_default_7" [label="(512,)", style=solid]; -"97 _frozen_param7" -> "98 dequantize_per_channel_default_7" [label="(512, 512, 3, 3)", style=solid]; -"98 dequantize_per_channel_default_7" -> "99 conv2d_7" [label="(512, 512, 3, 3)", style=solid]; -"99 conv2d_7" -> "100 relu_7" [label="(1, 512, 20, 20)", style=solid]; -"100 relu_7" -> "101 quantize_per_tensor_default_11" [label="(1, 512, 20, 20)", style=solid]; -"100 relu_7" -> "121 slice_1" [label="(1, 512, 20, 20)", style=solid]; -"101 quantize_per_tensor_default_11" -> "102 dequantize_per_tensor_default_11" [label="(1, 512, 20, 20)", style=solid]; -"102 dequantize_per_tensor_default_11" -> "103 max_pool2d_3" [label="(1, 512, 20, 20)", style=solid]; -"103 max_pool2d_3" -> "104 quantize_per_tensor_default_12" [label="(1, 512, 10, 10)", style=solid]; -"104 quantize_per_tensor_default_12" -> "105 dequantize_per_tensor_default_12" [label="(1, 512, 10, 10)", style=solid]; -"105 dequantize_per_tensor_default_12" -> "110 conv2d_8" [label="(1, 512, 10, 10)", style=solid]; -"106 conv2d_8_scale_0" -> "109 dequantize_per_channel_default_8" [label="(1024,)", style=solid]; -"107 conv2d_8_zero_point_0" -> "109 dequantize_per_channel_default_8" [label="(1024,)", style=solid]; -"108 _frozen_param8" -> "109 dequantize_per_channel_default_8" [label="(1024, 512, 3, 3)", style=solid]; -"109 dequantize_per_channel_default_8" -> "110 conv2d_8" [label="(1024, 512, 3, 3)", style=solid]; -"110 conv2d_8" -> "111 relu_8" [label="(1, 1024, 8, 8)", style=solid]; -"111 relu_8" -> "112 quantize_per_tensor_default_13" [label="(1, 1024, 8, 8)", style=solid]; -"112 quantize_per_tensor_default_13" -> "113 dequantize_per_tensor_default_13" [label="(1, 1024, 8, 8)", style=solid]; -"113 dequantize_per_tensor_default_13" -> "118 conv2d_9" [label="(1, 1024, 8, 8)", style=solid]; -"114 conv2d_9_scale_0" -> "117 dequantize_per_channel_default_9" [label="(1024,)", style=solid]; -"115 conv2d_9_zero_point_0" -> "117 dequantize_per_channel_default_9" [label="(1024,)", style=solid]; -"116 _frozen_param9" -> "117 dequantize_per_channel_default_9" [label="(1024, 1024, 3, 3)", style=solid]; -"117 dequantize_per_channel_default_9" -> "118 conv2d_9" [label="(1024, 1024, 3, 3)", style=solid]; -"118 conv2d_9" -> "119 relu_9" [label="(1, 1024, 6, 6)", style=solid]; -"119 relu_9" -> "120 conv_transpose2d" [label="(1, 1024, 6, 6)", style=solid]; -"120 conv_transpose2d" -> "125 cat" [label="(1, 512, 12, 12)", style=solid]; -"121 slice_1" -> "122 slice_2" [label="(1, 512, 20, 20)", style=solid]; -"122 slice_2" -> "123 slice_3" [label="(1, 512, 20, 20)", style=solid]; -"123 slice_3" -> "124 slice_4" [label="(1, 512, 12, 20)", style=solid]; -"124 slice_4" -> "125 cat" [label="(1, 512, 12, 12)", style=solid]; -"125 cat" -> "126 quantize_per_tensor_default_14" [label="(1, 1024, 12, 12)", style=solid]; -"126 quantize_per_tensor_default_14" -> "127 dequantize_per_tensor_default_14" [label="(1, 1024, 12, 12)", style=solid]; -"127 dequantize_per_tensor_default_14" -> "132 conv2d_10" [label="(1, 1024, 12, 12)", style=solid]; 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+"212 _frozen_param18" -> "213 dequantize_per_channel_64" [style=solid, label="(12, 64, 1, 1)"]; +"213 dequantize_per_channel_64" -> "214 conv2d_18" [style=solid, label="(12, 64, 1, 1)"]; +"214 conv2d_18" -> "215 output" [style=solid, label="(1, 12, 36, 36)"]; } diff --git a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/vit_b_16.dot b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/vit_b_16.dot index ef109b4e373..48d22fe0b0c 100644 --- a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/vit_b_16.dot +++ b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/vit_b_16.dot @@ -1,113 +1,113 @@ -strict digraph { -"0 class_token" [id=0, type=get_attr]; -"1 encoder_pos_embedding" [id=1, type=get_attr]; -"2 conv_proj_bias" [id=2, type=get_attr]; -"3 encoder_layers_encoder_layer_0_ln_1_weight" [id=3, type=get_attr]; -"4 encoder_layers_encoder_layer_0_ln_1_bias" [id=4, type=get_attr]; -"5 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" [id=5, type=get_attr]; 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-"47 encoder_layers_encoder_layer_5_ln_2_weight" [id=47, type=get_attr]; -"48 encoder_layers_encoder_layer_5_ln_2_bias" [id=48, type=get_attr]; -"49 encoder_layers_encoder_layer_5_mlp_0_bias" [id=49, type=get_attr]; -"50 encoder_layers_encoder_layer_5_mlp_3_bias" [id=50, type=get_attr]; -"51 encoder_layers_encoder_layer_6_ln_1_weight" [id=51, type=get_attr]; -"52 encoder_layers_encoder_layer_6_ln_1_bias" [id=52, type=get_attr]; -"53 encoder_layers_encoder_layer_6_self_attention_in_proj_bias" [id=53, type=get_attr]; -"54 encoder_layers_encoder_layer_6_self_attention_out_proj_bias" [id=54, type=get_attr]; -"55 encoder_layers_encoder_layer_6_ln_2_weight" [id=55, type=get_attr]; -"56 encoder_layers_encoder_layer_6_ln_2_bias" [id=56, type=get_attr]; -"57 encoder_layers_encoder_layer_6_mlp_0_bias" [id=57, type=get_attr]; -"58 encoder_layers_encoder_layer_6_mlp_3_bias" [id=58, type=get_attr]; -"59 encoder_layers_encoder_layer_7_ln_1_weight" [id=59, type=get_attr]; -"60 encoder_layers_encoder_layer_7_ln_1_bias" [id=60, type=get_attr]; -"61 encoder_layers_encoder_layer_7_self_attention_in_proj_bias" [id=61, type=get_attr]; -"62 encoder_layers_encoder_layer_7_self_attention_out_proj_bias" [id=62, type=get_attr]; -"63 encoder_layers_encoder_layer_7_ln_2_weight" [id=63, type=get_attr]; -"64 encoder_layers_encoder_layer_7_ln_2_bias" [id=64, type=get_attr]; -"65 encoder_layers_encoder_layer_7_mlp_0_bias" [id=65, type=get_attr]; -"66 encoder_layers_encoder_layer_7_mlp_3_bias" [id=66, type=get_attr]; -"67 encoder_layers_encoder_layer_8_ln_1_weight" [id=67, type=get_attr]; -"68 encoder_layers_encoder_layer_8_ln_1_bias" [id=68, type=get_attr]; -"69 encoder_layers_encoder_layer_8_self_attention_in_proj_bias" [id=69, type=get_attr]; -"70 encoder_layers_encoder_layer_8_self_attention_out_proj_bias" [id=70, type=get_attr]; -"71 encoder_layers_encoder_layer_8_ln_2_weight" [id=71, type=get_attr]; -"72 encoder_layers_encoder_layer_8_ln_2_bias" [id=72, type=get_attr]; -"73 encoder_layers_encoder_layer_8_mlp_0_bias" [id=73, type=get_attr]; -"74 encoder_layers_encoder_layer_8_mlp_3_bias" [id=74, type=get_attr]; -"75 encoder_layers_encoder_layer_9_ln_1_weight" [id=75, type=get_attr]; -"76 encoder_layers_encoder_layer_9_ln_1_bias" [id=76, type=get_attr]; -"77 encoder_layers_encoder_layer_9_self_attention_in_proj_bias" [id=77, type=get_attr]; -"78 encoder_layers_encoder_layer_9_self_attention_out_proj_bias" [id=78, type=get_attr]; -"79 encoder_layers_encoder_layer_9_ln_2_weight" [id=79, type=get_attr]; -"80 encoder_layers_encoder_layer_9_ln_2_bias" [id=80, type=get_attr]; -"81 encoder_layers_encoder_layer_9_mlp_0_bias" [id=81, type=get_attr]; -"82 encoder_layers_encoder_layer_9_mlp_3_bias" [id=82, type=get_attr]; -"83 encoder_layers_encoder_layer_10_ln_1_weight" [id=83, type=get_attr]; -"84 encoder_layers_encoder_layer_10_ln_1_bias" [id=84, type=get_attr]; -"85 encoder_layers_encoder_layer_10_self_attention_in_proj_bias" [id=85, type=get_attr]; -"86 encoder_layers_encoder_layer_10_self_attention_out_proj_bias" [id=86, type=get_attr]; -"87 encoder_layers_encoder_layer_10_ln_2_weight" [id=87, type=get_attr]; -"88 encoder_layers_encoder_layer_10_ln_2_bias" [id=88, type=get_attr]; -"89 encoder_layers_encoder_layer_10_mlp_0_bias" [id=89, type=get_attr]; -"90 encoder_layers_encoder_layer_10_mlp_3_bias" [id=90, type=get_attr]; -"91 encoder_layers_encoder_layer_11_ln_1_weight" [id=91, type=get_attr]; -"92 encoder_layers_encoder_layer_11_ln_1_bias" [id=92, type=get_attr]; -"93 encoder_layers_encoder_layer_11_self_attention_in_proj_bias" [id=93, type=get_attr]; -"94 encoder_layers_encoder_layer_11_self_attention_out_proj_bias" [id=94, type=get_attr]; -"95 encoder_layers_encoder_layer_11_ln_2_weight" [id=95, type=get_attr]; -"96 encoder_layers_encoder_layer_11_ln_2_bias" [id=96, type=get_attr]; -"97 encoder_layers_encoder_layer_11_mlp_0_bias" [id=97, type=get_attr]; -"98 encoder_layers_encoder_layer_11_mlp_3_bias" [id=98, type=get_attr]; -"99 encoder_ln_weight" [id=99, type=get_attr]; -"100 encoder_ln_bias" [id=100, type=get_attr]; -"101 heads_head_bias" [id=101, type=get_attr]; +strict digraph { +"0 class_token" [id=0, type="get_attr"]; +"1 encoder_pos_embedding" [id=1, type="get_attr"]; +"2 conv_proj_bias" [id=2, type="get_attr"]; +"3 encoder_layers_encoder_layer_0_ln_1_weight" [id=3, type="get_attr"]; +"4 encoder_layers_encoder_layer_0_ln_1_bias" [id=4, type="get_attr"]; +"5 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" [id=5, type="get_attr"]; +"6 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" [id=6, type="get_attr"]; +"7 encoder_layers_encoder_layer_0_ln_2_weight" [id=7, type="get_attr"]; +"8 encoder_layers_encoder_layer_0_ln_2_bias" [id=8, type="get_attr"]; +"9 encoder_layers_encoder_layer_0_mlp_0_bias" [id=9, type="get_attr"]; +"10 encoder_layers_encoder_layer_0_mlp_3_bias" [id=10, type="get_attr"]; +"11 encoder_layers_encoder_layer_1_ln_1_weight" [id=11, type="get_attr"]; +"12 encoder_layers_encoder_layer_1_ln_1_bias" [id=12, type="get_attr"]; +"13 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" [id=13, type="get_attr"]; +"14 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" [id=14, type="get_attr"]; +"15 encoder_layers_encoder_layer_1_ln_2_weight" [id=15, type="get_attr"]; +"16 encoder_layers_encoder_layer_1_ln_2_bias" [id=16, type="get_attr"]; +"17 encoder_layers_encoder_layer_1_mlp_0_bias" [id=17, type="get_attr"]; +"18 encoder_layers_encoder_layer_1_mlp_3_bias" [id=18, type="get_attr"]; +"19 encoder_layers_encoder_layer_2_ln_1_weight" [id=19, type="get_attr"]; +"20 encoder_layers_encoder_layer_2_ln_1_bias" [id=20, type="get_attr"]; +"21 encoder_layers_encoder_layer_2_self_attention_in_proj_bias" [id=21, type="get_attr"]; +"22 encoder_layers_encoder_layer_2_self_attention_out_proj_bias" [id=22, type="get_attr"]; +"23 encoder_layers_encoder_layer_2_ln_2_weight" [id=23, type="get_attr"]; +"24 encoder_layers_encoder_layer_2_ln_2_bias" [id=24, type="get_attr"]; +"25 encoder_layers_encoder_layer_2_mlp_0_bias" [id=25, type="get_attr"]; +"26 encoder_layers_encoder_layer_2_mlp_3_bias" [id=26, type="get_attr"]; +"27 encoder_layers_encoder_layer_3_ln_1_weight" [id=27, type="get_attr"]; +"28 encoder_layers_encoder_layer_3_ln_1_bias" [id=28, type="get_attr"]; +"29 encoder_layers_encoder_layer_3_self_attention_in_proj_bias" [id=29, type="get_attr"]; +"30 encoder_layers_encoder_layer_3_self_attention_out_proj_bias" [id=30, type="get_attr"]; +"31 encoder_layers_encoder_layer_3_ln_2_weight" [id=31, type="get_attr"]; +"32 encoder_layers_encoder_layer_3_ln_2_bias" [id=32, type="get_attr"]; +"33 encoder_layers_encoder_layer_3_mlp_0_bias" [id=33, type="get_attr"]; +"34 encoder_layers_encoder_layer_3_mlp_3_bias" [id=34, type="get_attr"]; +"35 encoder_layers_encoder_layer_4_ln_1_weight" [id=35, type="get_attr"]; +"36 encoder_layers_encoder_layer_4_ln_1_bias" [id=36, type="get_attr"]; +"37 encoder_layers_encoder_layer_4_self_attention_in_proj_bias" [id=37, type="get_attr"]; +"38 encoder_layers_encoder_layer_4_self_attention_out_proj_bias" [id=38, type="get_attr"]; +"39 encoder_layers_encoder_layer_4_ln_2_weight" [id=39, type="get_attr"]; +"40 encoder_layers_encoder_layer_4_ln_2_bias" [id=40, type="get_attr"]; +"41 encoder_layers_encoder_layer_4_mlp_0_bias" [id=41, type="get_attr"]; +"42 encoder_layers_encoder_layer_4_mlp_3_bias" [id=42, type="get_attr"]; +"43 encoder_layers_encoder_layer_5_ln_1_weight" [id=43, type="get_attr"]; +"44 encoder_layers_encoder_layer_5_ln_1_bias" [id=44, type="get_attr"]; +"45 encoder_layers_encoder_layer_5_self_attention_in_proj_bias" [id=45, type="get_attr"]; +"46 encoder_layers_encoder_layer_5_self_attention_out_proj_bias" [id=46, type="get_attr"]; +"47 encoder_layers_encoder_layer_5_ln_2_weight" [id=47, type="get_attr"]; +"48 encoder_layers_encoder_layer_5_ln_2_bias" [id=48, type="get_attr"]; +"49 encoder_layers_encoder_layer_5_mlp_0_bias" [id=49, type="get_attr"]; +"50 encoder_layers_encoder_layer_5_mlp_3_bias" [id=50, type="get_attr"]; +"51 encoder_layers_encoder_layer_6_ln_1_weight" [id=51, type="get_attr"]; +"52 encoder_layers_encoder_layer_6_ln_1_bias" [id=52, type="get_attr"]; +"53 encoder_layers_encoder_layer_6_self_attention_in_proj_bias" [id=53, type="get_attr"]; +"54 encoder_layers_encoder_layer_6_self_attention_out_proj_bias" [id=54, type="get_attr"]; +"55 encoder_layers_encoder_layer_6_ln_2_weight" [id=55, type="get_attr"]; +"56 encoder_layers_encoder_layer_6_ln_2_bias" [id=56, type="get_attr"]; +"57 encoder_layers_encoder_layer_6_mlp_0_bias" [id=57, type="get_attr"]; +"58 encoder_layers_encoder_layer_6_mlp_3_bias" [id=58, type="get_attr"]; +"59 encoder_layers_encoder_layer_7_ln_1_weight" [id=59, type="get_attr"]; +"60 encoder_layers_encoder_layer_7_ln_1_bias" [id=60, type="get_attr"]; +"61 encoder_layers_encoder_layer_7_self_attention_in_proj_bias" [id=61, type="get_attr"]; +"62 encoder_layers_encoder_layer_7_self_attention_out_proj_bias" [id=62, type="get_attr"]; +"63 encoder_layers_encoder_layer_7_ln_2_weight" [id=63, type="get_attr"]; +"64 encoder_layers_encoder_layer_7_ln_2_bias" [id=64, type="get_attr"]; +"65 encoder_layers_encoder_layer_7_mlp_0_bias" [id=65, type="get_attr"]; +"66 encoder_layers_encoder_layer_7_mlp_3_bias" [id=66, type="get_attr"]; +"67 encoder_layers_encoder_layer_8_ln_1_weight" [id=67, type="get_attr"]; +"68 encoder_layers_encoder_layer_8_ln_1_bias" [id=68, type="get_attr"]; +"69 encoder_layers_encoder_layer_8_self_attention_in_proj_bias" [id=69, type="get_attr"]; +"70 encoder_layers_encoder_layer_8_self_attention_out_proj_bias" [id=70, type="get_attr"]; +"71 encoder_layers_encoder_layer_8_ln_2_weight" [id=71, type="get_attr"]; +"72 encoder_layers_encoder_layer_8_ln_2_bias" [id=72, type="get_attr"]; +"73 encoder_layers_encoder_layer_8_mlp_0_bias" [id=73, type="get_attr"]; +"74 encoder_layers_encoder_layer_8_mlp_3_bias" [id=74, type="get_attr"]; +"75 encoder_layers_encoder_layer_9_ln_1_weight" [id=75, type="get_attr"]; +"76 encoder_layers_encoder_layer_9_ln_1_bias" [id=76, type="get_attr"]; +"77 encoder_layers_encoder_layer_9_self_attention_in_proj_bias" [id=77, type="get_attr"]; +"78 encoder_layers_encoder_layer_9_self_attention_out_proj_bias" [id=78, type="get_attr"]; +"79 encoder_layers_encoder_layer_9_ln_2_weight" [id=79, type="get_attr"]; +"80 encoder_layers_encoder_layer_9_ln_2_bias" [id=80, type="get_attr"]; +"81 encoder_layers_encoder_layer_9_mlp_0_bias" [id=81, type="get_attr"]; +"82 encoder_layers_encoder_layer_9_mlp_3_bias" [id=82, type="get_attr"]; +"83 encoder_layers_encoder_layer_10_ln_1_weight" [id=83, type="get_attr"]; +"84 encoder_layers_encoder_layer_10_ln_1_bias" [id=84, type="get_attr"]; +"85 encoder_layers_encoder_layer_10_self_attention_in_proj_bias" [id=85, type="get_attr"]; +"86 encoder_layers_encoder_layer_10_self_attention_out_proj_bias" [id=86, type="get_attr"]; +"87 encoder_layers_encoder_layer_10_ln_2_weight" [id=87, type="get_attr"]; +"88 encoder_layers_encoder_layer_10_ln_2_bias" [id=88, type="get_attr"]; +"89 encoder_layers_encoder_layer_10_mlp_0_bias" [id=89, type="get_attr"]; +"90 encoder_layers_encoder_layer_10_mlp_3_bias" [id=90, type="get_attr"]; +"91 encoder_layers_encoder_layer_11_ln_1_weight" [id=91, type="get_attr"]; +"92 encoder_layers_encoder_layer_11_ln_1_bias" [id=92, type="get_attr"]; +"93 encoder_layers_encoder_layer_11_self_attention_in_proj_bias" [id=93, type="get_attr"]; +"94 encoder_layers_encoder_layer_11_self_attention_out_proj_bias" [id=94, type="get_attr"]; +"95 encoder_layers_encoder_layer_11_ln_2_weight" [id=95, type="get_attr"]; +"96 encoder_layers_encoder_layer_11_ln_2_bias" [id=96, type="get_attr"]; +"97 encoder_layers_encoder_layer_11_mlp_0_bias" [id=97, type="get_attr"]; +"98 encoder_layers_encoder_layer_11_mlp_3_bias" [id=98, type="get_attr"]; +"99 encoder_ln_weight" [id=99, type="get_attr"]; +"100 encoder_ln_bias" [id=100, type="get_attr"]; +"101 heads_head_bias" [id=101, type="get_attr"]; "102 x" [id=102, type=input]; -"103 quantize_per_tensor_default" [id=103, type=quantize_per_tensor]; -"104 dequantize_per_tensor_default" [id=104, type=dequantize_per_tensor]; -"105 conv2d_scale_0" [id=105, type=get_attr]; -"106 conv2d_zero_point_0" [id=106, type=get_attr]; -"107 _frozen_param0" [id=107, type=get_attr]; -"108 dequantize_per_channel_default" [id=108, type=dequantize_per_channel]; +"103 quantize_per_tensor_0" [id=103, type="quantize_per_tensor"]; +"104 dequantize_per_tensor_1" [id=104, type="dequantize_per_tensor"]; +"105 conv2d_scale_0" [id=105, type="get_attr"]; +"106 conv2d_zero_point_0" [id=106, type="get_attr"]; +"107 _frozen_param0" [id=107, type="get_attr"]; +"108 dequantize_per_channel_2" [id=108, type="dequantize_per_channel"]; "109 conv2d" [id=109, type=conv2d]; "110 reshape" [id=110, type=reshape]; "111 permute" [id=111, type=permute]; @@ -115,10 +115,10 @@ strict digraph { "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]; +"116 layer_norm" [id=116, type="layer_norm"]; "117 transpose" [id=117, type=transpose]; -"118 encoder_layers_encoder_layer_0_self_attention_in_proj_weight_updated_constant0" [id=118, type=get_attr]; -"119 transpose_0_0_nncf_smooth_quant_0" [id=119, type=call_module]; +"118 encoder_layers_encoder_layer_0_self_attention_in_proj_weight_updated_constant0" [id=118, type="get_attr"]; +"119 transpose_0_0_nncf_smooth_quant_0" [id=119, type="call_module"]; "120 linear" [id=120, type=linear]; "121 unflatten" [id=121, type=unflatten]; "122 unsqueeze" [id=122, type=unsqueeze]; @@ -137,41 +137,41 @@ strict digraph { "135 view_3" [id=135, type=view]; "136 view_4" [id=136, type=view]; "137 view_5" [id=137, type=view]; -"138 scaled_dot_product_attention" [id=138, type=scaled_dot_product_attention]; +"138 scaled_dot_product_attention" [id=138, type="scaled_dot_product_attention"]; "139 permute_1" [id=139, type=permute]; "140 view_6" [id=140, type=view]; -"141 encoder_layers_encoder_layer_0_self_attention_out_proj_weight_updated_constant0" [id=141, type=get_attr]; -"142 view_6_0_0_nncf_smooth_quant_0" [id=142, type=call_module]; +"141 encoder_layers_encoder_layer_0_self_attention_out_proj_weight_updated_constant0" [id=141, type="get_attr"]; +"142 view_6_0_0_nncf_smooth_quant_0" [id=142, type="call_module"]; "143 linear_1" [id=143, type=linear]; "144 view_7" [id=144, type=view]; "145 transpose_5" [id=145, type=transpose]; "146 dropout_1" [id=146, type=dropout]; "147 add_1" [id=147, type=add]; -"148 layer_norm_1" [id=148, type=layer_norm]; -"149 layer_norm_1_0_0_nncf_smooth_quant_0" [id=149, type=call_module]; -"150 quantize_per_tensor_default_1" [id=150, type=quantize_per_tensor]; -"151 dequantize_per_tensor_default_1" [id=151, type=dequantize_per_tensor]; -"152 linear_2_scale_0" [id=152, type=get_attr]; -"153 linear_2_zero_point_0" [id=153, type=get_attr]; -"154 _frozen_param1" [id=154, type=get_attr]; -"155 dequantize_per_channel_default_1" [id=155, type=dequantize_per_channel]; +"148 layer_norm_1" [id=148, type="layer_norm"]; +"149 layer_norm_1_0_0_nncf_smooth_quant_0" [id=149, type="call_module"]; +"150 quantize_per_tensor_3" [id=150, type="quantize_per_tensor"]; +"151 dequantize_per_tensor_4" [id=151, type="dequantize_per_tensor"]; +"152 linear_2_scale_0" [id=152, type="get_attr"]; +"153 linear_2_zero_point_0" [id=153, type="get_attr"]; +"154 _frozen_param1" [id=154, type="get_attr"]; +"155 dequantize_per_channel_5" [id=155, type="dequantize_per_channel"]; "156 linear_2" [id=156, type=linear]; "157 gelu" [id=157, type=gelu]; "158 dropout_2" [id=158, type=dropout]; -"159 dropout_2_0_0_nncf_smooth_quant_0" [id=159, type=call_module]; -"160 quantize_per_tensor_default_2" [id=160, type=quantize_per_tensor]; -"161 dequantize_per_tensor_default_2" [id=161, type=dequantize_per_tensor]; -"162 linear_3_scale_0" [id=162, type=get_attr]; -"163 linear_3_zero_point_0" [id=163, type=get_attr]; -"164 _frozen_param2" [id=164, type=get_attr]; -"165 dequantize_per_channel_default_2" [id=165, type=dequantize_per_channel]; +"159 dropout_2_0_0_nncf_smooth_quant_0" [id=159, type="call_module"]; +"160 quantize_per_tensor_6" [id=160, type="quantize_per_tensor"]; +"161 dequantize_per_tensor_7" [id=161, type="dequantize_per_tensor"]; +"162 linear_3_scale_0" [id=162, type="get_attr"]; +"163 linear_3_zero_point_0" [id=163, type="get_attr"]; +"164 _frozen_param2" [id=164, type="get_attr"]; +"165 dequantize_per_channel_8" [id=165, type="dequantize_per_channel"]; "166 linear_3" [id=166, type=linear]; "167 dropout_3" [id=167, type=dropout]; "168 add_2" [id=168, type=add]; -"169 layer_norm_2" [id=169, type=layer_norm]; +"169 layer_norm_2" [id=169, type="layer_norm"]; "170 transpose_6" [id=170, type=transpose]; -"171 encoder_layers_encoder_layer_1_self_attention_in_proj_weight_updated_constant0" [id=171, type=get_attr]; -"172 transpose_6_0_0_nncf_smooth_quant_0" [id=172, type=call_module]; +"171 encoder_layers_encoder_layer_1_self_attention_in_proj_weight_updated_constant0" [id=171, type="get_attr"]; +"172 transpose_6_0_0_nncf_smooth_quant_0" [id=172, type="call_module"]; "173 linear_4" [id=173, type=linear]; "174 unflatten_1" [id=174, type=unflatten]; "175 unsqueeze_1" [id=175, type=unsqueeze]; @@ -190,41 +190,41 @@ strict digraph { "188 view_11" [id=188, type=view]; "189 view_12" [id=189, type=view]; "190 view_13" [id=190, type=view]; -"191 scaled_dot_product_attention_1" [id=191, type=scaled_dot_product_attention]; +"191 scaled_dot_product_attention_1" [id=191, type="scaled_dot_product_attention"]; "192 permute_2" [id=192, type=permute]; "193 view_14" [id=193, type=view]; -"194 encoder_layers_encoder_layer_1_self_attention_out_proj_weight_updated_constant0" [id=194, type=get_attr]; -"195 view_14_0_0_nncf_smooth_quant_0" [id=195, type=call_module]; +"194 encoder_layers_encoder_layer_1_self_attention_out_proj_weight_updated_constant0" [id=194, type="get_attr"]; +"195 view_14_0_0_nncf_smooth_quant_0" [id=195, type="call_module"]; "196 linear_5" [id=196, type=linear]; "197 view_15" [id=197, type=view]; "198 transpose_11" [id=198, type=transpose]; "199 dropout_4" [id=199, type=dropout]; "200 add_3" [id=200, type=add]; -"201 layer_norm_3" [id=201, type=layer_norm]; -"202 layer_norm_3_0_0_nncf_smooth_quant_0" [id=202, type=call_module]; -"203 quantize_per_tensor_default_3" [id=203, type=quantize_per_tensor]; -"204 dequantize_per_tensor_default_3" [id=204, type=dequantize_per_tensor]; -"205 linear_6_scale_0" [id=205, type=get_attr]; -"206 linear_6_zero_point_0" [id=206, type=get_attr]; -"207 _frozen_param3" [id=207, type=get_attr]; -"208 dequantize_per_channel_default_3" [id=208, type=dequantize_per_channel]; +"201 layer_norm_3" [id=201, type="layer_norm"]; +"202 layer_norm_3_0_0_nncf_smooth_quant_0" [id=202, type="call_module"]; +"203 quantize_per_tensor_9" [id=203, type="quantize_per_tensor"]; +"204 dequantize_per_tensor_10" [id=204, type="dequantize_per_tensor"]; +"205 linear_6_scale_0" [id=205, type="get_attr"]; +"206 linear_6_zero_point_0" [id=206, type="get_attr"]; +"207 _frozen_param3" [id=207, type="get_attr"]; +"208 dequantize_per_channel_11" [id=208, type="dequantize_per_channel"]; "209 linear_6" [id=209, type=linear]; "210 gelu_1" [id=210, type=gelu]; "211 dropout_5" [id=211, type=dropout]; -"212 dropout_5_0_0_nncf_smooth_quant_0" [id=212, type=call_module]; -"213 quantize_per_tensor_default_4" [id=213, type=quantize_per_tensor]; -"214 dequantize_per_tensor_default_4" [id=214, type=dequantize_per_tensor]; -"215 linear_7_scale_0" [id=215, type=get_attr]; -"216 linear_7_zero_point_0" [id=216, type=get_attr]; -"217 _frozen_param4" [id=217, type=get_attr]; -"218 dequantize_per_channel_default_4" [id=218, type=dequantize_per_channel]; +"212 dropout_5_0_0_nncf_smooth_quant_0" [id=212, type="call_module"]; +"213 quantize_per_tensor_12" [id=213, type="quantize_per_tensor"]; +"214 dequantize_per_tensor_13" [id=214, type="dequantize_per_tensor"]; +"215 linear_7_scale_0" [id=215, type="get_attr"]; +"216 linear_7_zero_point_0" [id=216, type="get_attr"]; +"217 _frozen_param4" [id=217, type="get_attr"]; +"218 dequantize_per_channel_14" [id=218, type="dequantize_per_channel"]; "219 linear_7" [id=219, type=linear]; "220 dropout_6" [id=220, type=dropout]; "221 add_4" [id=221, type=add]; -"222 layer_norm_4" [id=222, type=layer_norm]; +"222 layer_norm_4" [id=222, type="layer_norm"]; "223 transpose_12" [id=223, type=transpose]; -"224 encoder_layers_encoder_layer_2_self_attention_in_proj_weight_updated_constant0" [id=224, type=get_attr]; -"225 transpose_12_0_0_nncf_smooth_quant_0" [id=225, type=call_module]; +"224 encoder_layers_encoder_layer_2_self_attention_in_proj_weight_updated_constant0" [id=224, type="get_attr"]; +"225 transpose_12_0_0_nncf_smooth_quant_0" [id=225, type="call_module"]; "226 linear_8" [id=226, type=linear]; "227 unflatten_2" [id=227, type=unflatten]; "228 unsqueeze_2" [id=228, type=unsqueeze]; @@ -243,41 +243,41 @@ strict digraph { "241 view_19" [id=241, type=view]; "242 view_20" [id=242, type=view]; "243 view_21" [id=243, type=view]; -"244 scaled_dot_product_attention_2" [id=244, type=scaled_dot_product_attention]; +"244 scaled_dot_product_attention_2" [id=244, type="scaled_dot_product_attention"]; "245 permute_3" [id=245, type=permute]; "246 view_22" [id=246, type=view]; -"247 encoder_layers_encoder_layer_2_self_attention_out_proj_weight_updated_constant0" [id=247, type=get_attr]; -"248 view_22_0_0_nncf_smooth_quant_0" [id=248, type=call_module]; +"247 encoder_layers_encoder_layer_2_self_attention_out_proj_weight_updated_constant0" [id=247, type="get_attr"]; +"248 view_22_0_0_nncf_smooth_quant_0" [id=248, type="call_module"]; "249 linear_9" [id=249, type=linear]; "250 view_23" [id=250, type=view]; "251 transpose_17" [id=251, type=transpose]; "252 dropout_7" [id=252, type=dropout]; "253 add_5" [id=253, type=add]; -"254 layer_norm_5" [id=254, type=layer_norm]; -"255 layer_norm_5_0_0_nncf_smooth_quant_0" [id=255, type=call_module]; -"256 quantize_per_tensor_default_5" [id=256, type=quantize_per_tensor]; -"257 dequantize_per_tensor_default_5" [id=257, type=dequantize_per_tensor]; -"258 linear_10_scale_0" [id=258, type=get_attr]; -"259 linear_10_zero_point_0" [id=259, type=get_attr]; -"260 _frozen_param5" [id=260, type=get_attr]; -"261 dequantize_per_channel_default_5" [id=261, type=dequantize_per_channel]; +"254 layer_norm_5" [id=254, type="layer_norm"]; +"255 layer_norm_5_0_0_nncf_smooth_quant_0" [id=255, type="call_module"]; +"256 quantize_per_tensor_15" [id=256, type="quantize_per_tensor"]; +"257 dequantize_per_tensor_16" [id=257, type="dequantize_per_tensor"]; +"258 linear_10_scale_0" [id=258, type="get_attr"]; +"259 linear_10_zero_point_0" [id=259, type="get_attr"]; +"260 _frozen_param5" [id=260, type="get_attr"]; +"261 dequantize_per_channel_17" [id=261, type="dequantize_per_channel"]; "262 linear_10" [id=262, type=linear]; "263 gelu_2" [id=263, type=gelu]; "264 dropout_8" [id=264, type=dropout]; -"265 dropout_8_0_0_nncf_smooth_quant_0" [id=265, type=call_module]; -"266 quantize_per_tensor_default_6" [id=266, type=quantize_per_tensor]; -"267 dequantize_per_tensor_default_6" [id=267, type=dequantize_per_tensor]; -"268 linear_11_scale_0" [id=268, type=get_attr]; -"269 linear_11_zero_point_0" [id=269, type=get_attr]; -"270 _frozen_param6" [id=270, type=get_attr]; -"271 dequantize_per_channel_default_6" [id=271, type=dequantize_per_channel]; +"265 dropout_8_0_0_nncf_smooth_quant_0" [id=265, type="call_module"]; +"266 quantize_per_tensor_18" [id=266, type="quantize_per_tensor"]; +"267 dequantize_per_tensor_19" [id=267, type="dequantize_per_tensor"]; +"268 linear_11_scale_0" [id=268, type="get_attr"]; +"269 linear_11_zero_point_0" [id=269, type="get_attr"]; +"270 _frozen_param6" [id=270, type="get_attr"]; +"271 dequantize_per_channel_20" [id=271, type="dequantize_per_channel"]; "272 linear_11" [id=272, type=linear]; "273 dropout_9" [id=273, type=dropout]; "274 add_6" [id=274, type=add]; -"275 layer_norm_6" [id=275, type=layer_norm]; +"275 layer_norm_6" [id=275, type="layer_norm"]; "276 transpose_18" [id=276, type=transpose]; -"277 encoder_layers_encoder_layer_3_self_attention_in_proj_weight_updated_constant0" [id=277, type=get_attr]; -"278 transpose_18_0_0_nncf_smooth_quant_0" [id=278, type=call_module]; +"277 encoder_layers_encoder_layer_3_self_attention_in_proj_weight_updated_constant0" [id=277, type="get_attr"]; +"278 transpose_18_0_0_nncf_smooth_quant_0" [id=278, type="call_module"]; "279 linear_12" [id=279, type=linear]; "280 unflatten_3" [id=280, type=unflatten]; "281 unsqueeze_3" [id=281, type=unsqueeze]; @@ -296,41 +296,41 @@ strict digraph { "294 view_27" [id=294, type=view]; "295 view_28" [id=295, type=view]; "296 view_29" [id=296, type=view]; -"297 scaled_dot_product_attention_3" [id=297, type=scaled_dot_product_attention]; +"297 scaled_dot_product_attention_3" [id=297, type="scaled_dot_product_attention"]; "298 permute_4" [id=298, type=permute]; "299 view_30" [id=299, type=view]; -"300 encoder_layers_encoder_layer_3_self_attention_out_proj_weight_updated_constant0" [id=300, type=get_attr]; -"301 view_30_0_0_nncf_smooth_quant_0" [id=301, type=call_module]; +"300 encoder_layers_encoder_layer_3_self_attention_out_proj_weight_updated_constant0" [id=300, type="get_attr"]; +"301 view_30_0_0_nncf_smooth_quant_0" [id=301, type="call_module"]; "302 linear_13" [id=302, type=linear]; "303 view_31" [id=303, type=view]; "304 transpose_23" [id=304, type=transpose]; "305 dropout_10" [id=305, type=dropout]; "306 add_7" [id=306, type=add]; -"307 layer_norm_7" [id=307, type=layer_norm]; -"308 layer_norm_7_0_0_nncf_smooth_quant_0" [id=308, type=call_module]; -"309 quantize_per_tensor_default_7" [id=309, type=quantize_per_tensor]; -"310 dequantize_per_tensor_default_7" [id=310, type=dequantize_per_tensor]; -"311 linear_14_scale_0" [id=311, type=get_attr]; -"312 linear_14_zero_point_0" [id=312, type=get_attr]; -"313 _frozen_param7" [id=313, type=get_attr]; -"314 dequantize_per_channel_default_7" [id=314, type=dequantize_per_channel]; +"307 layer_norm_7" [id=307, type="layer_norm"]; +"308 layer_norm_7_0_0_nncf_smooth_quant_0" [id=308, type="call_module"]; +"309 quantize_per_tensor_21" [id=309, type="quantize_per_tensor"]; +"310 dequantize_per_tensor_22" [id=310, type="dequantize_per_tensor"]; +"311 linear_14_scale_0" [id=311, type="get_attr"]; +"312 linear_14_zero_point_0" [id=312, type="get_attr"]; +"313 _frozen_param7" [id=313, type="get_attr"]; +"314 dequantize_per_channel_23" [id=314, type="dequantize_per_channel"]; "315 linear_14" [id=315, type=linear]; "316 gelu_3" [id=316, type=gelu]; "317 dropout_11" [id=317, type=dropout]; -"318 dropout_11_0_0_nncf_smooth_quant_0" [id=318, type=call_module]; -"319 quantize_per_tensor_default_8" [id=319, type=quantize_per_tensor]; -"320 dequantize_per_tensor_default_8" [id=320, type=dequantize_per_tensor]; -"321 linear_15_scale_0" [id=321, type=get_attr]; -"322 linear_15_zero_point_0" [id=322, type=get_attr]; -"323 _frozen_param8" [id=323, type=get_attr]; -"324 dequantize_per_channel_default_8" [id=324, type=dequantize_per_channel]; +"318 dropout_11_0_0_nncf_smooth_quant_0" [id=318, type="call_module"]; +"319 quantize_per_tensor_24" [id=319, type="quantize_per_tensor"]; +"320 dequantize_per_tensor_25" [id=320, type="dequantize_per_tensor"]; +"321 linear_15_scale_0" [id=321, type="get_attr"]; +"322 linear_15_zero_point_0" [id=322, type="get_attr"]; +"323 _frozen_param8" [id=323, type="get_attr"]; +"324 dequantize_per_channel_26" [id=324, type="dequantize_per_channel"]; "325 linear_15" [id=325, type=linear]; "326 dropout_12" [id=326, type=dropout]; "327 add_8" [id=327, type=add]; -"328 layer_norm_8" [id=328, type=layer_norm]; +"328 layer_norm_8" [id=328, type="layer_norm"]; "329 transpose_24" [id=329, type=transpose]; -"330 encoder_layers_encoder_layer_4_self_attention_in_proj_weight_updated_constant0" [id=330, type=get_attr]; -"331 transpose_24_0_0_nncf_smooth_quant_0" [id=331, type=call_module]; +"330 encoder_layers_encoder_layer_4_self_attention_in_proj_weight_updated_constant0" [id=330, type="get_attr"]; +"331 transpose_24_0_0_nncf_smooth_quant_0" [id=331, type="call_module"]; "332 linear_16" [id=332, type=linear]; "333 unflatten_4" [id=333, type=unflatten]; "334 unsqueeze_4" [id=334, type=unsqueeze]; @@ -349,41 +349,41 @@ strict digraph { "347 view_35" [id=347, type=view]; "348 view_36" [id=348, type=view]; "349 view_37" [id=349, type=view]; -"350 scaled_dot_product_attention_4" [id=350, type=scaled_dot_product_attention]; +"350 scaled_dot_product_attention_4" [id=350, type="scaled_dot_product_attention"]; "351 permute_5" [id=351, type=permute]; "352 view_38" [id=352, type=view]; -"353 encoder_layers_encoder_layer_4_self_attention_out_proj_weight_updated_constant0" [id=353, type=get_attr]; -"354 view_38_0_0_nncf_smooth_quant_0" [id=354, type=call_module]; +"353 encoder_layers_encoder_layer_4_self_attention_out_proj_weight_updated_constant0" [id=353, type="get_attr"]; +"354 view_38_0_0_nncf_smooth_quant_0" [id=354, type="call_module"]; "355 linear_17" [id=355, type=linear]; "356 view_39" [id=356, type=view]; "357 transpose_29" [id=357, type=transpose]; "358 dropout_13" [id=358, type=dropout]; "359 add_9" [id=359, type=add]; -"360 layer_norm_9" [id=360, type=layer_norm]; -"361 layer_norm_9_0_0_nncf_smooth_quant_0" [id=361, type=call_module]; -"362 quantize_per_tensor_default_9" [id=362, type=quantize_per_tensor]; -"363 dequantize_per_tensor_default_9" [id=363, type=dequantize_per_tensor]; -"364 linear_18_scale_0" [id=364, type=get_attr]; -"365 linear_18_zero_point_0" [id=365, type=get_attr]; -"366 _frozen_param9" [id=366, type=get_attr]; -"367 dequantize_per_channel_default_9" [id=367, type=dequantize_per_channel]; +"360 layer_norm_9" [id=360, type="layer_norm"]; +"361 layer_norm_9_0_0_nncf_smooth_quant_0" [id=361, type="call_module"]; +"362 quantize_per_tensor_27" [id=362, type="quantize_per_tensor"]; +"363 dequantize_per_tensor_28" [id=363, type="dequantize_per_tensor"]; +"364 linear_18_scale_0" [id=364, type="get_attr"]; +"365 linear_18_zero_point_0" [id=365, type="get_attr"]; +"366 _frozen_param9" [id=366, type="get_attr"]; +"367 dequantize_per_channel_29" [id=367, type="dequantize_per_channel"]; "368 linear_18" [id=368, type=linear]; "369 gelu_4" [id=369, type=gelu]; "370 dropout_14" [id=370, type=dropout]; -"371 dropout_14_0_0_nncf_smooth_quant_0" [id=371, type=call_module]; -"372 quantize_per_tensor_default_10" [id=372, type=quantize_per_tensor]; -"373 dequantize_per_tensor_default_10" [id=373, type=dequantize_per_tensor]; -"374 linear_19_scale_0" [id=374, type=get_attr]; -"375 linear_19_zero_point_0" [id=375, type=get_attr]; -"376 _frozen_param10" [id=376, type=get_attr]; -"377 dequantize_per_channel_default_10" [id=377, type=dequantize_per_channel]; +"371 dropout_14_0_0_nncf_smooth_quant_0" [id=371, type="call_module"]; +"372 quantize_per_tensor_30" [id=372, type="quantize_per_tensor"]; +"373 dequantize_per_tensor_31" [id=373, type="dequantize_per_tensor"]; +"374 linear_19_scale_0" [id=374, type="get_attr"]; +"375 linear_19_zero_point_0" [id=375, type="get_attr"]; +"376 _frozen_param10" [id=376, type="get_attr"]; +"377 dequantize_per_channel_32" [id=377, type="dequantize_per_channel"]; "378 linear_19" [id=378, type=linear]; "379 dropout_15" [id=379, type=dropout]; "380 add_10" [id=380, type=add]; -"381 layer_norm_10" [id=381, type=layer_norm]; +"381 layer_norm_10" [id=381, type="layer_norm"]; "382 transpose_30" [id=382, type=transpose]; -"383 encoder_layers_encoder_layer_5_self_attention_in_proj_weight_updated_constant0" [id=383, type=get_attr]; -"384 transpose_30_0_0_nncf_smooth_quant_0" [id=384, type=call_module]; +"383 encoder_layers_encoder_layer_5_self_attention_in_proj_weight_updated_constant0" [id=383, type="get_attr"]; +"384 transpose_30_0_0_nncf_smooth_quant_0" [id=384, type="call_module"]; "385 linear_20" [id=385, type=linear]; "386 unflatten_5" [id=386, type=unflatten]; "387 unsqueeze_5" [id=387, type=unsqueeze]; @@ -402,41 +402,41 @@ strict digraph { "400 view_43" [id=400, type=view]; "401 view_44" [id=401, type=view]; "402 view_45" [id=402, type=view]; -"403 scaled_dot_product_attention_5" [id=403, type=scaled_dot_product_attention]; +"403 scaled_dot_product_attention_5" [id=403, type="scaled_dot_product_attention"]; "404 permute_6" [id=404, type=permute]; "405 view_46" [id=405, type=view]; -"406 encoder_layers_encoder_layer_5_self_attention_out_proj_weight_updated_constant0" [id=406, type=get_attr]; -"407 view_46_0_0_nncf_smooth_quant_0" [id=407, type=call_module]; +"406 encoder_layers_encoder_layer_5_self_attention_out_proj_weight_updated_constant0" [id=406, type="get_attr"]; +"407 view_46_0_0_nncf_smooth_quant_0" [id=407, type="call_module"]; "408 linear_21" [id=408, type=linear]; "409 view_47" [id=409, type=view]; "410 transpose_35" [id=410, type=transpose]; "411 dropout_16" [id=411, type=dropout]; "412 add_11" [id=412, type=add]; -"413 layer_norm_11" [id=413, type=layer_norm]; -"414 layer_norm_11_0_0_nncf_smooth_quant_0" [id=414, type=call_module]; -"415 quantize_per_tensor_default_11" [id=415, type=quantize_per_tensor]; -"416 dequantize_per_tensor_default_11" [id=416, type=dequantize_per_tensor]; -"417 linear_22_scale_0" [id=417, type=get_attr]; -"418 linear_22_zero_point_0" [id=418, type=get_attr]; -"419 _frozen_param11" [id=419, type=get_attr]; -"420 dequantize_per_channel_default_11" [id=420, type=dequantize_per_channel]; +"413 layer_norm_11" [id=413, type="layer_norm"]; +"414 layer_norm_11_0_0_nncf_smooth_quant_0" [id=414, type="call_module"]; +"415 quantize_per_tensor_33" [id=415, type="quantize_per_tensor"]; +"416 dequantize_per_tensor_34" [id=416, type="dequantize_per_tensor"]; +"417 linear_22_scale_0" [id=417, type="get_attr"]; +"418 linear_22_zero_point_0" [id=418, type="get_attr"]; +"419 _frozen_param11" [id=419, type="get_attr"]; +"420 dequantize_per_channel_35" [id=420, type="dequantize_per_channel"]; "421 linear_22" [id=421, type=linear]; "422 gelu_5" [id=422, type=gelu]; "423 dropout_17" [id=423, type=dropout]; -"424 dropout_17_0_0_nncf_smooth_quant_0" [id=424, type=call_module]; -"425 quantize_per_tensor_default_12" [id=425, type=quantize_per_tensor]; -"426 dequantize_per_tensor_default_12" [id=426, type=dequantize_per_tensor]; -"427 linear_23_scale_0" [id=427, type=get_attr]; -"428 linear_23_zero_point_0" [id=428, type=get_attr]; -"429 _frozen_param12" [id=429, type=get_attr]; -"430 dequantize_per_channel_default_12" [id=430, type=dequantize_per_channel]; +"424 dropout_17_0_0_nncf_smooth_quant_0" [id=424, type="call_module"]; +"425 quantize_per_tensor_36" [id=425, type="quantize_per_tensor"]; +"426 dequantize_per_tensor_37" [id=426, type="dequantize_per_tensor"]; +"427 linear_23_scale_0" [id=427, type="get_attr"]; +"428 linear_23_zero_point_0" [id=428, type="get_attr"]; +"429 _frozen_param12" [id=429, type="get_attr"]; +"430 dequantize_per_channel_38" [id=430, type="dequantize_per_channel"]; "431 linear_23" [id=431, type=linear]; "432 dropout_18" [id=432, type=dropout]; "433 add_12" [id=433, type=add]; -"434 layer_norm_12" [id=434, type=layer_norm]; +"434 layer_norm_12" [id=434, type="layer_norm"]; "435 transpose_36" [id=435, type=transpose]; -"436 encoder_layers_encoder_layer_6_self_attention_in_proj_weight_updated_constant0" [id=436, type=get_attr]; -"437 transpose_36_0_0_nncf_smooth_quant_0" [id=437, type=call_module]; +"436 encoder_layers_encoder_layer_6_self_attention_in_proj_weight_updated_constant0" [id=436, type="get_attr"]; +"437 transpose_36_0_0_nncf_smooth_quant_0" [id=437, type="call_module"]; "438 linear_24" [id=438, type=linear]; "439 unflatten_6" [id=439, type=unflatten]; "440 unsqueeze_6" [id=440, type=unsqueeze]; @@ -455,41 +455,41 @@ strict digraph { "453 view_51" [id=453, type=view]; "454 view_52" [id=454, type=view]; "455 view_53" [id=455, type=view]; -"456 scaled_dot_product_attention_6" [id=456, type=scaled_dot_product_attention]; +"456 scaled_dot_product_attention_6" [id=456, type="scaled_dot_product_attention"]; "457 permute_7" [id=457, type=permute]; "458 view_54" [id=458, type=view]; -"459 encoder_layers_encoder_layer_6_self_attention_out_proj_weight_updated_constant0" [id=459, type=get_attr]; -"460 view_54_0_0_nncf_smooth_quant_0" [id=460, type=call_module]; +"459 encoder_layers_encoder_layer_6_self_attention_out_proj_weight_updated_constant0" [id=459, type="get_attr"]; +"460 view_54_0_0_nncf_smooth_quant_0" [id=460, type="call_module"]; "461 linear_25" [id=461, type=linear]; "462 view_55" [id=462, type=view]; "463 transpose_41" [id=463, type=transpose]; "464 dropout_19" [id=464, type=dropout]; "465 add_13" [id=465, type=add]; -"466 layer_norm_13" [id=466, type=layer_norm]; -"467 layer_norm_13_0_0_nncf_smooth_quant_0" [id=467, type=call_module]; -"468 quantize_per_tensor_default_13" [id=468, type=quantize_per_tensor]; -"469 dequantize_per_tensor_default_13" [id=469, type=dequantize_per_tensor]; -"470 linear_26_scale_0" [id=470, type=get_attr]; -"471 linear_26_zero_point_0" [id=471, type=get_attr]; -"472 _frozen_param13" [id=472, type=get_attr]; -"473 dequantize_per_channel_default_13" [id=473, type=dequantize_per_channel]; +"466 layer_norm_13" [id=466, type="layer_norm"]; +"467 layer_norm_13_0_0_nncf_smooth_quant_0" [id=467, type="call_module"]; +"468 quantize_per_tensor_39" [id=468, type="quantize_per_tensor"]; +"469 dequantize_per_tensor_40" [id=469, type="dequantize_per_tensor"]; +"470 linear_26_scale_0" [id=470, type="get_attr"]; +"471 linear_26_zero_point_0" [id=471, type="get_attr"]; +"472 _frozen_param13" [id=472, type="get_attr"]; +"473 dequantize_per_channel_41" [id=473, type="dequantize_per_channel"]; "474 linear_26" [id=474, type=linear]; "475 gelu_6" [id=475, type=gelu]; "476 dropout_20" [id=476, type=dropout]; -"477 dropout_20_0_0_nncf_smooth_quant_0" [id=477, type=call_module]; -"478 quantize_per_tensor_default_14" [id=478, type=quantize_per_tensor]; -"479 dequantize_per_tensor_default_14" [id=479, type=dequantize_per_tensor]; -"480 linear_27_scale_0" [id=480, type=get_attr]; -"481 linear_27_zero_point_0" [id=481, type=get_attr]; -"482 _frozen_param14" [id=482, type=get_attr]; -"483 dequantize_per_channel_default_14" [id=483, type=dequantize_per_channel]; +"477 dropout_20_0_0_nncf_smooth_quant_0" [id=477, type="call_module"]; +"478 quantize_per_tensor_42" [id=478, type="quantize_per_tensor"]; +"479 dequantize_per_tensor_43" [id=479, type="dequantize_per_tensor"]; +"480 linear_27_scale_0" [id=480, type="get_attr"]; +"481 linear_27_zero_point_0" [id=481, type="get_attr"]; +"482 _frozen_param14" [id=482, type="get_attr"]; +"483 dequantize_per_channel_44" [id=483, type="dequantize_per_channel"]; "484 linear_27" [id=484, type=linear]; "485 dropout_21" [id=485, type=dropout]; "486 add_14" [id=486, type=add]; -"487 layer_norm_14" [id=487, type=layer_norm]; +"487 layer_norm_14" [id=487, type="layer_norm"]; "488 transpose_42" [id=488, type=transpose]; -"489 encoder_layers_encoder_layer_7_self_attention_in_proj_weight_updated_constant0" [id=489, type=get_attr]; -"490 transpose_42_0_0_nncf_smooth_quant_0" [id=490, type=call_module]; +"489 encoder_layers_encoder_layer_7_self_attention_in_proj_weight_updated_constant0" [id=489, type="get_attr"]; +"490 transpose_42_0_0_nncf_smooth_quant_0" [id=490, type="call_module"]; "491 linear_28" [id=491, type=linear]; "492 unflatten_7" [id=492, type=unflatten]; "493 unsqueeze_7" [id=493, type=unsqueeze]; @@ -508,41 +508,41 @@ strict digraph { "506 view_59" [id=506, type=view]; "507 view_60" [id=507, type=view]; "508 view_61" [id=508, type=view]; -"509 scaled_dot_product_attention_7" [id=509, type=scaled_dot_product_attention]; +"509 scaled_dot_product_attention_7" [id=509, type="scaled_dot_product_attention"]; "510 permute_8" [id=510, type=permute]; "511 view_62" [id=511, type=view]; -"512 encoder_layers_encoder_layer_7_self_attention_out_proj_weight_updated_constant0" [id=512, type=get_attr]; -"513 view_62_0_0_nncf_smooth_quant_0" [id=513, type=call_module]; +"512 encoder_layers_encoder_layer_7_self_attention_out_proj_weight_updated_constant0" [id=512, type="get_attr"]; +"513 view_62_0_0_nncf_smooth_quant_0" [id=513, type="call_module"]; "514 linear_29" [id=514, type=linear]; "515 view_63" [id=515, type=view]; "516 transpose_47" [id=516, type=transpose]; "517 dropout_22" [id=517, type=dropout]; "518 add_15" [id=518, type=add]; -"519 layer_norm_15" [id=519, type=layer_norm]; -"520 layer_norm_15_0_0_nncf_smooth_quant_0" [id=520, type=call_module]; -"521 quantize_per_tensor_default_15" [id=521, type=quantize_per_tensor]; -"522 dequantize_per_tensor_default_15" [id=522, type=dequantize_per_tensor]; -"523 linear_30_scale_0" [id=523, type=get_attr]; -"524 linear_30_zero_point_0" [id=524, type=get_attr]; -"525 _frozen_param15" [id=525, type=get_attr]; -"526 dequantize_per_channel_default_15" [id=526, type=dequantize_per_channel]; +"519 layer_norm_15" [id=519, type="layer_norm"]; +"520 layer_norm_15_0_0_nncf_smooth_quant_0" [id=520, type="call_module"]; +"521 quantize_per_tensor_45" [id=521, type="quantize_per_tensor"]; +"522 dequantize_per_tensor_46" [id=522, type="dequantize_per_tensor"]; +"523 linear_30_scale_0" [id=523, type="get_attr"]; +"524 linear_30_zero_point_0" [id=524, type="get_attr"]; +"525 _frozen_param15" [id=525, type="get_attr"]; +"526 dequantize_per_channel_47" [id=526, type="dequantize_per_channel"]; "527 linear_30" [id=527, type=linear]; "528 gelu_7" [id=528, type=gelu]; "529 dropout_23" [id=529, type=dropout]; -"530 dropout_23_0_0_nncf_smooth_quant_0" [id=530, type=call_module]; -"531 quantize_per_tensor_default_16" [id=531, type=quantize_per_tensor]; -"532 dequantize_per_tensor_default_16" [id=532, type=dequantize_per_tensor]; -"533 linear_31_scale_0" [id=533, type=get_attr]; -"534 linear_31_zero_point_0" [id=534, type=get_attr]; -"535 _frozen_param16" [id=535, type=get_attr]; -"536 dequantize_per_channel_default_16" [id=536, type=dequantize_per_channel]; +"530 dropout_23_0_0_nncf_smooth_quant_0" [id=530, type="call_module"]; +"531 quantize_per_tensor_48" [id=531, type="quantize_per_tensor"]; +"532 dequantize_per_tensor_49" [id=532, type="dequantize_per_tensor"]; +"533 linear_31_scale_0" [id=533, type="get_attr"]; +"534 linear_31_zero_point_0" [id=534, type="get_attr"]; +"535 _frozen_param16" [id=535, type="get_attr"]; +"536 dequantize_per_channel_50" [id=536, type="dequantize_per_channel"]; "537 linear_31" [id=537, type=linear]; "538 dropout_24" [id=538, type=dropout]; "539 add_16" [id=539, type=add]; -"540 layer_norm_16" [id=540, type=layer_norm]; +"540 layer_norm_16" [id=540, type="layer_norm"]; "541 transpose_48" [id=541, type=transpose]; -"542 encoder_layers_encoder_layer_8_self_attention_in_proj_weight_updated_constant0" [id=542, type=get_attr]; -"543 transpose_48_0_0_nncf_smooth_quant_0" [id=543, type=call_module]; +"542 encoder_layers_encoder_layer_8_self_attention_in_proj_weight_updated_constant0" [id=542, type="get_attr"]; +"543 transpose_48_0_0_nncf_smooth_quant_0" [id=543, type="call_module"]; "544 linear_32" [id=544, type=linear]; "545 unflatten_8" [id=545, type=unflatten]; "546 unsqueeze_8" [id=546, type=unsqueeze]; @@ -561,41 +561,41 @@ strict digraph { "559 view_67" [id=559, type=view]; "560 view_68" [id=560, type=view]; "561 view_69" [id=561, type=view]; -"562 scaled_dot_product_attention_8" [id=562, type=scaled_dot_product_attention]; +"562 scaled_dot_product_attention_8" [id=562, type="scaled_dot_product_attention"]; "563 permute_9" [id=563, type=permute]; "564 view_70" [id=564, type=view]; -"565 encoder_layers_encoder_layer_8_self_attention_out_proj_weight_updated_constant0" [id=565, type=get_attr]; -"566 view_70_0_0_nncf_smooth_quant_0" [id=566, type=call_module]; +"565 encoder_layers_encoder_layer_8_self_attention_out_proj_weight_updated_constant0" [id=565, type="get_attr"]; +"566 view_70_0_0_nncf_smooth_quant_0" [id=566, type="call_module"]; "567 linear_33" [id=567, type=linear]; "568 view_71" [id=568, type=view]; "569 transpose_53" [id=569, type=transpose]; "570 dropout_25" [id=570, type=dropout]; "571 add_17" [id=571, type=add]; -"572 layer_norm_17" [id=572, type=layer_norm]; -"573 layer_norm_17_0_0_nncf_smooth_quant_0" [id=573, type=call_module]; -"574 quantize_per_tensor_default_17" [id=574, type=quantize_per_tensor]; -"575 dequantize_per_tensor_default_17" [id=575, type=dequantize_per_tensor]; -"576 linear_34_scale_0" [id=576, type=get_attr]; -"577 linear_34_zero_point_0" [id=577, type=get_attr]; -"578 _frozen_param17" [id=578, type=get_attr]; -"579 dequantize_per_channel_default_17" [id=579, type=dequantize_per_channel]; +"572 layer_norm_17" [id=572, type="layer_norm"]; +"573 layer_norm_17_0_0_nncf_smooth_quant_0" [id=573, type="call_module"]; +"574 quantize_per_tensor_51" [id=574, type="quantize_per_tensor"]; +"575 dequantize_per_tensor_52" [id=575, type="dequantize_per_tensor"]; +"576 linear_34_scale_0" [id=576, type="get_attr"]; +"577 linear_34_zero_point_0" [id=577, type="get_attr"]; +"578 _frozen_param17" [id=578, type="get_attr"]; +"579 dequantize_per_channel_53" [id=579, type="dequantize_per_channel"]; "580 linear_34" [id=580, type=linear]; "581 gelu_8" [id=581, type=gelu]; "582 dropout_26" [id=582, type=dropout]; -"583 dropout_26_0_0_nncf_smooth_quant_0" [id=583, type=call_module]; -"584 quantize_per_tensor_default_18" [id=584, type=quantize_per_tensor]; -"585 dequantize_per_tensor_default_18" [id=585, type=dequantize_per_tensor]; -"586 linear_35_scale_0" [id=586, type=get_attr]; -"587 linear_35_zero_point_0" [id=587, type=get_attr]; -"588 _frozen_param18" [id=588, type=get_attr]; -"589 dequantize_per_channel_default_18" [id=589, type=dequantize_per_channel]; +"583 dropout_26_0_0_nncf_smooth_quant_0" [id=583, type="call_module"]; +"584 quantize_per_tensor_54" [id=584, type="quantize_per_tensor"]; +"585 dequantize_per_tensor_55" [id=585, type="dequantize_per_tensor"]; +"586 linear_35_scale_0" [id=586, type="get_attr"]; +"587 linear_35_zero_point_0" [id=587, type="get_attr"]; +"588 _frozen_param18" [id=588, type="get_attr"]; +"589 dequantize_per_channel_56" [id=589, type="dequantize_per_channel"]; "590 linear_35" [id=590, type=linear]; "591 dropout_27" [id=591, type=dropout]; "592 add_18" [id=592, type=add]; -"593 layer_norm_18" [id=593, type=layer_norm]; +"593 layer_norm_18" [id=593, type="layer_norm"]; "594 transpose_54" [id=594, type=transpose]; -"595 encoder_layers_encoder_layer_9_self_attention_in_proj_weight_updated_constant0" [id=595, type=get_attr]; -"596 transpose_54_0_0_nncf_smooth_quant_0" [id=596, type=call_module]; +"595 encoder_layers_encoder_layer_9_self_attention_in_proj_weight_updated_constant0" [id=595, type="get_attr"]; +"596 transpose_54_0_0_nncf_smooth_quant_0" [id=596, type="call_module"]; "597 linear_36" [id=597, type=linear]; "598 unflatten_9" [id=598, type=unflatten]; "599 unsqueeze_9" [id=599, type=unsqueeze]; @@ -614,41 +614,41 @@ strict digraph { "612 view_75" [id=612, type=view]; "613 view_76" [id=613, type=view]; "614 view_77" [id=614, type=view]; -"615 scaled_dot_product_attention_9" [id=615, type=scaled_dot_product_attention]; +"615 scaled_dot_product_attention_9" [id=615, type="scaled_dot_product_attention"]; "616 permute_10" [id=616, type=permute]; "617 view_78" [id=617, type=view]; -"618 encoder_layers_encoder_layer_9_self_attention_out_proj_weight_updated_constant0" [id=618, type=get_attr]; -"619 view_78_0_0_nncf_smooth_quant_0" [id=619, type=call_module]; +"618 encoder_layers_encoder_layer_9_self_attention_out_proj_weight_updated_constant0" [id=618, type="get_attr"]; +"619 view_78_0_0_nncf_smooth_quant_0" [id=619, type="call_module"]; "620 linear_37" [id=620, type=linear]; "621 view_79" [id=621, type=view]; "622 transpose_59" [id=622, type=transpose]; "623 dropout_28" [id=623, type=dropout]; "624 add_19" [id=624, type=add]; -"625 layer_norm_19" [id=625, type=layer_norm]; -"626 layer_norm_19_0_0_nncf_smooth_quant_0" [id=626, type=call_module]; -"627 quantize_per_tensor_default_19" [id=627, type=quantize_per_tensor]; -"628 dequantize_per_tensor_default_19" [id=628, type=dequantize_per_tensor]; -"629 linear_38_scale_0" [id=629, type=get_attr]; -"630 linear_38_zero_point_0" [id=630, type=get_attr]; -"631 _frozen_param19" [id=631, type=get_attr]; -"632 dequantize_per_channel_default_19" [id=632, type=dequantize_per_channel]; +"625 layer_norm_19" [id=625, type="layer_norm"]; +"626 layer_norm_19_0_0_nncf_smooth_quant_0" [id=626, type="call_module"]; +"627 quantize_per_tensor_57" [id=627, type="quantize_per_tensor"]; +"628 dequantize_per_tensor_58" [id=628, type="dequantize_per_tensor"]; +"629 linear_38_scale_0" [id=629, type="get_attr"]; +"630 linear_38_zero_point_0" [id=630, type="get_attr"]; +"631 _frozen_param19" [id=631, type="get_attr"]; +"632 dequantize_per_channel_59" [id=632, type="dequantize_per_channel"]; "633 linear_38" [id=633, type=linear]; "634 gelu_9" [id=634, type=gelu]; "635 dropout_29" [id=635, type=dropout]; -"636 dropout_29_0_0_nncf_smooth_quant_0" [id=636, type=call_module]; -"637 quantize_per_tensor_default_20" [id=637, type=quantize_per_tensor]; -"638 dequantize_per_tensor_default_20" [id=638, type=dequantize_per_tensor]; -"639 linear_39_scale_0" [id=639, type=get_attr]; -"640 linear_39_zero_point_0" [id=640, type=get_attr]; -"641 _frozen_param20" [id=641, type=get_attr]; -"642 dequantize_per_channel_default_20" [id=642, type=dequantize_per_channel]; +"636 dropout_29_0_0_nncf_smooth_quant_0" [id=636, type="call_module"]; +"637 quantize_per_tensor_60" [id=637, type="quantize_per_tensor"]; +"638 dequantize_per_tensor_61" [id=638, type="dequantize_per_tensor"]; +"639 linear_39_scale_0" [id=639, type="get_attr"]; +"640 linear_39_zero_point_0" [id=640, type="get_attr"]; +"641 _frozen_param20" [id=641, type="get_attr"]; +"642 dequantize_per_channel_62" [id=642, type="dequantize_per_channel"]; "643 linear_39" [id=643, type=linear]; "644 dropout_30" [id=644, type=dropout]; "645 add_20" [id=645, type=add]; -"646 layer_norm_20" [id=646, type=layer_norm]; +"646 layer_norm_20" [id=646, type="layer_norm"]; "647 transpose_60" [id=647, type=transpose]; -"648 encoder_layers_encoder_layer_10_self_attention_in_proj_weight_updated_constant0" [id=648, type=get_attr]; -"649 transpose_60_0_0_nncf_smooth_quant_0" [id=649, type=call_module]; +"648 encoder_layers_encoder_layer_10_self_attention_in_proj_weight_updated_constant0" [id=648, type="get_attr"]; +"649 transpose_60_0_0_nncf_smooth_quant_0" [id=649, type="call_module"]; "650 linear_40" [id=650, type=linear]; "651 unflatten_10" [id=651, type=unflatten]; "652 unsqueeze_10" [id=652, type=unsqueeze]; @@ -667,41 +667,41 @@ strict digraph { "665 view_83" [id=665, type=view]; "666 view_84" [id=666, type=view]; "667 view_85" [id=667, type=view]; -"668 scaled_dot_product_attention_10" [id=668, type=scaled_dot_product_attention]; +"668 scaled_dot_product_attention_10" [id=668, type="scaled_dot_product_attention"]; "669 permute_11" [id=669, type=permute]; "670 view_86" [id=670, type=view]; -"671 encoder_layers_encoder_layer_10_self_attention_out_proj_weight_updated_constant0" [id=671, type=get_attr]; -"672 view_86_0_0_nncf_smooth_quant_0" [id=672, type=call_module]; +"671 encoder_layers_encoder_layer_10_self_attention_out_proj_weight_updated_constant0" [id=671, type="get_attr"]; +"672 view_86_0_0_nncf_smooth_quant_0" [id=672, type="call_module"]; "673 linear_41" [id=673, type=linear]; "674 view_87" [id=674, type=view]; "675 transpose_65" [id=675, type=transpose]; "676 dropout_31" [id=676, type=dropout]; "677 add_21" [id=677, type=add]; -"678 layer_norm_21" [id=678, type=layer_norm]; -"679 layer_norm_21_0_0_nncf_smooth_quant_0" [id=679, type=call_module]; -"680 quantize_per_tensor_default_21" [id=680, type=quantize_per_tensor]; -"681 dequantize_per_tensor_default_21" [id=681, type=dequantize_per_tensor]; -"682 linear_42_scale_0" [id=682, type=get_attr]; -"683 linear_42_zero_point_0" [id=683, type=get_attr]; -"684 _frozen_param21" [id=684, type=get_attr]; -"685 dequantize_per_channel_default_21" [id=685, type=dequantize_per_channel]; +"678 layer_norm_21" [id=678, type="layer_norm"]; +"679 layer_norm_21_0_0_nncf_smooth_quant_0" [id=679, type="call_module"]; +"680 quantize_per_tensor_63" [id=680, type="quantize_per_tensor"]; +"681 dequantize_per_tensor_64" [id=681, type="dequantize_per_tensor"]; +"682 linear_42_scale_0" [id=682, type="get_attr"]; +"683 linear_42_zero_point_0" [id=683, type="get_attr"]; +"684 _frozen_param21" [id=684, type="get_attr"]; +"685 dequantize_per_channel_65" [id=685, type="dequantize_per_channel"]; "686 linear_42" [id=686, type=linear]; "687 gelu_10" [id=687, type=gelu]; "688 dropout_32" [id=688, type=dropout]; -"689 dropout_32_0_0_nncf_smooth_quant_0" [id=689, type=call_module]; -"690 quantize_per_tensor_default_22" [id=690, type=quantize_per_tensor]; -"691 dequantize_per_tensor_default_22" [id=691, type=dequantize_per_tensor]; -"692 linear_43_scale_0" [id=692, type=get_attr]; -"693 linear_43_zero_point_0" [id=693, type=get_attr]; -"694 _frozen_param22" [id=694, type=get_attr]; -"695 dequantize_per_channel_default_22" [id=695, type=dequantize_per_channel]; +"689 dropout_32_0_0_nncf_smooth_quant_0" [id=689, type="call_module"]; +"690 quantize_per_tensor_66" [id=690, type="quantize_per_tensor"]; +"691 dequantize_per_tensor_67" [id=691, type="dequantize_per_tensor"]; +"692 linear_43_scale_0" [id=692, type="get_attr"]; +"693 linear_43_zero_point_0" [id=693, type="get_attr"]; +"694 _frozen_param22" [id=694, type="get_attr"]; +"695 dequantize_per_channel_68" [id=695, type="dequantize_per_channel"]; "696 linear_43" [id=696, type=linear]; "697 dropout_33" [id=697, type=dropout]; "698 add_22" [id=698, type=add]; -"699 layer_norm_22" [id=699, type=layer_norm]; +"699 layer_norm_22" [id=699, type="layer_norm"]; "700 transpose_66" [id=700, type=transpose]; -"701 encoder_layers_encoder_layer_11_self_attention_in_proj_weight_updated_constant0" [id=701, type=get_attr]; -"702 transpose_66_0_0_nncf_smooth_quant_0" [id=702, type=call_module]; +"701 encoder_layers_encoder_layer_11_self_attention_in_proj_weight_updated_constant0" [id=701, type="get_attr"]; +"702 transpose_66_0_0_nncf_smooth_quant_0" [id=702, type="call_module"]; "703 linear_44" [id=703, type=linear]; "704 unflatten_11" [id=704, type=unflatten]; "705 unsqueeze_11" [id=705, type=unsqueeze]; @@ -720,858 +720,858 @@ strict digraph { "718 view_91" [id=718, type=view]; "719 view_92" [id=719, type=view]; "720 view_93" [id=720, type=view]; -"721 scaled_dot_product_attention_11" [id=721, type=scaled_dot_product_attention]; +"721 scaled_dot_product_attention_11" [id=721, type="scaled_dot_product_attention"]; "722 permute_12" [id=722, type=permute]; "723 view_94" [id=723, type=view]; -"724 encoder_layers_encoder_layer_11_self_attention_out_proj_weight_updated_constant0" [id=724, type=get_attr]; -"725 view_94_0_0_nncf_smooth_quant_0" [id=725, type=call_module]; +"724 encoder_layers_encoder_layer_11_self_attention_out_proj_weight_updated_constant0" [id=724, type="get_attr"]; +"725 view_94_0_0_nncf_smooth_quant_0" [id=725, type="call_module"]; "726 linear_45" [id=726, type=linear]; "727 view_95" [id=727, type=view]; "728 transpose_71" [id=728, type=transpose]; "729 dropout_34" [id=729, type=dropout]; "730 add_23" [id=730, type=add]; -"731 layer_norm_23" [id=731, type=layer_norm]; -"732 layer_norm_23_0_0_nncf_smooth_quant_0" [id=732, type=call_module]; -"733 quantize_per_tensor_default_23" [id=733, type=quantize_per_tensor]; -"734 dequantize_per_tensor_default_23" [id=734, type=dequantize_per_tensor]; -"735 linear_46_scale_0" [id=735, type=get_attr]; -"736 linear_46_zero_point_0" [id=736, type=get_attr]; -"737 _frozen_param23" [id=737, type=get_attr]; -"738 dequantize_per_channel_default_23" [id=738, type=dequantize_per_channel]; +"731 layer_norm_23" [id=731, type="layer_norm"]; +"732 layer_norm_23_0_0_nncf_smooth_quant_0" [id=732, type="call_module"]; +"733 quantize_per_tensor_69" [id=733, type="quantize_per_tensor"]; +"734 dequantize_per_tensor_70" [id=734, type="dequantize_per_tensor"]; +"735 linear_46_scale_0" [id=735, type="get_attr"]; +"736 linear_46_zero_point_0" [id=736, type="get_attr"]; +"737 _frozen_param23" [id=737, type="get_attr"]; +"738 dequantize_per_channel_71" [id=738, type="dequantize_per_channel"]; "739 linear_46" [id=739, type=linear]; "740 gelu_11" [id=740, type=gelu]; "741 dropout_35" [id=741, type=dropout]; -"742 dropout_35_0_0_nncf_smooth_quant_0" [id=742, type=call_module]; -"743 quantize_per_tensor_default_24" [id=743, type=quantize_per_tensor]; -"744 dequantize_per_tensor_default_24" [id=744, type=dequantize_per_tensor]; -"745 linear_47_scale_0" [id=745, type=get_attr]; -"746 linear_47_zero_point_0" [id=746, type=get_attr]; -"747 _frozen_param24" [id=747, type=get_attr]; -"748 dequantize_per_channel_default_24" [id=748, type=dequantize_per_channel]; +"742 dropout_35_0_0_nncf_smooth_quant_0" [id=742, type="call_module"]; +"743 quantize_per_tensor_72" [id=743, type="quantize_per_tensor"]; +"744 dequantize_per_tensor_73" [id=744, type="dequantize_per_tensor"]; +"745 linear_47_scale_0" [id=745, type="get_attr"]; +"746 linear_47_zero_point_0" [id=746, type="get_attr"]; +"747 _frozen_param24" [id=747, type="get_attr"]; +"748 dequantize_per_channel_74" [id=748, type="dequantize_per_channel"]; "749 linear_47" [id=749, type=linear]; "750 dropout_36" [id=750, type=dropout]; "751 add_24" [id=751, type=add]; -"752 layer_norm_24" [id=752, type=layer_norm]; +"752 layer_norm_24" [id=752, type="layer_norm"]; "753 slice_1" [id=753, type=slice]; "754 select_36" [id=754, type=select]; -"755 select_36_0_0_nncf_smooth_quant_0" [id=755, type=call_module]; -"756 quantize_per_tensor_default_25" [id=756, type=quantize_per_tensor]; -"757 dequantize_per_tensor_default_25" [id=757, type=dequantize_per_tensor]; -"758 linear_48_scale_0" [id=758, type=get_attr]; -"759 linear_48_zero_point_0" [id=759, type=get_attr]; -"760 _frozen_param25" [id=760, type=get_attr]; -"761 dequantize_per_channel_default_25" [id=761, type=dequantize_per_channel]; +"755 select_36_0_0_nncf_smooth_quant_0" [id=755, type="call_module"]; +"756 quantize_per_tensor_75" [id=756, type="quantize_per_tensor"]; +"757 dequantize_per_tensor_76" [id=757, type="dequantize_per_tensor"]; +"758 linear_48_scale_0" [id=758, type="get_attr"]; +"759 linear_48_zero_point_0" [id=759, type="get_attr"]; +"760 _frozen_param25" [id=760, type="get_attr"]; +"761 dequantize_per_channel_77" [id=761, type="dequantize_per_channel"]; "762 linear_48" [id=762, type=linear]; "763 output" [id=763, type=output]; -"0 class_token" -> "112 expand" [label="(1, 1, 768)", style=solid]; -"1 encoder_pos_embedding" -> "114 add" [label="(1, 197, 768)", style=solid]; -"2 conv_proj_bias" -> "109 conv2d" [label="(768,)", style=solid]; -"3 encoder_layers_encoder_layer_0_ln_1_weight" -> "116 layer_norm" [label="(768,)", style=solid]; -"4 encoder_layers_encoder_layer_0_ln_1_bias" -> "116 layer_norm" [label="(768,)", style=solid]; -"5 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" -> "120 linear" [label="(2304,)", style=solid]; -"6 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" -> "143 linear_1" [label="(768,)", style=solid]; -"7 encoder_layers_encoder_layer_0_ln_2_weight" -> "148 layer_norm_1" [label="(768,)", style=solid]; -"8 encoder_layers_encoder_layer_0_ln_2_bias" -> "148 layer_norm_1" [label="(768,)", style=solid]; -"9 encoder_layers_encoder_layer_0_mlp_0_bias" -> "156 linear_2" [label="(3072,)", style=solid]; -"10 encoder_layers_encoder_layer_0_mlp_3_bias" -> "166 linear_3" [label="(768,)", style=solid]; -"11 encoder_layers_encoder_layer_1_ln_1_weight" -> "169 layer_norm_2" [label="(768,)", style=solid]; -"12 encoder_layers_encoder_layer_1_ln_1_bias" -> "169 layer_norm_2" [label="(768,)", style=solid]; -"13 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" -> "173 linear_4" [label="(2304,)", style=solid]; -"14 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" -> "196 linear_5" [label="(768,)", style=solid]; -"15 encoder_layers_encoder_layer_1_ln_2_weight" -> "201 layer_norm_3" [label="(768,)", style=solid]; -"16 encoder_layers_encoder_layer_1_ln_2_bias" -> "201 layer_norm_3" [label="(768,)", style=solid]; -"17 encoder_layers_encoder_layer_1_mlp_0_bias" -> "209 linear_6" [label="(3072,)", style=solid]; -"18 encoder_layers_encoder_layer_1_mlp_3_bias" -> "219 linear_7" [label="(768,)", style=solid]; -"19 encoder_layers_encoder_layer_2_ln_1_weight" -> "222 layer_norm_4" [label="(768,)", style=solid]; -"20 encoder_layers_encoder_layer_2_ln_1_bias" -> "222 layer_norm_4" [label="(768,)", style=solid]; -"21 encoder_layers_encoder_layer_2_self_attention_in_proj_bias" -> "226 linear_8" [label="(2304,)", style=solid]; -"22 encoder_layers_encoder_layer_2_self_attention_out_proj_bias" -> "249 linear_9" [label="(768,)", style=solid]; -"23 encoder_layers_encoder_layer_2_ln_2_weight" -> "254 layer_norm_5" [label="(768,)", style=solid]; -"24 encoder_layers_encoder_layer_2_ln_2_bias" -> "254 layer_norm_5" [label="(768,)", style=solid]; -"25 encoder_layers_encoder_layer_2_mlp_0_bias" -> "262 linear_10" [label="(3072,)", style=solid]; -"26 encoder_layers_encoder_layer_2_mlp_3_bias" -> "272 linear_11" [label="(768,)", style=solid]; -"27 encoder_layers_encoder_layer_3_ln_1_weight" -> "275 layer_norm_6" [label="(768,)", style=solid]; -"28 encoder_layers_encoder_layer_3_ln_1_bias" -> "275 layer_norm_6" [label="(768,)", style=solid]; -"29 encoder_layers_encoder_layer_3_self_attention_in_proj_bias" -> "279 linear_12" [label="(2304,)", style=solid]; -"30 encoder_layers_encoder_layer_3_self_attention_out_proj_bias" -> "302 linear_13" [label="(768,)", style=solid]; -"31 encoder_layers_encoder_layer_3_ln_2_weight" -> "307 layer_norm_7" [label="(768,)", style=solid]; -"32 encoder_layers_encoder_layer_3_ln_2_bias" -> "307 layer_norm_7" [label="(768,)", style=solid]; -"33 encoder_layers_encoder_layer_3_mlp_0_bias" -> "315 linear_14" [label="(3072,)", style=solid]; -"34 encoder_layers_encoder_layer_3_mlp_3_bias" -> "325 linear_15" [label="(768,)", style=solid]; -"35 encoder_layers_encoder_layer_4_ln_1_weight" -> "328 layer_norm_8" [label="(768,)", style=solid]; -"36 encoder_layers_encoder_layer_4_ln_1_bias" -> "328 layer_norm_8" [label="(768,)", style=solid]; -"37 encoder_layers_encoder_layer_4_self_attention_in_proj_bias" -> "332 linear_16" [label="(2304,)", style=solid]; -"38 encoder_layers_encoder_layer_4_self_attention_out_proj_bias" -> "355 linear_17" [label="(768,)", style=solid]; -"39 encoder_layers_encoder_layer_4_ln_2_weight" -> "360 layer_norm_9" [label="(768,)", style=solid]; -"40 encoder_layers_encoder_layer_4_ln_2_bias" -> "360 layer_norm_9" [label="(768,)", style=solid]; -"41 encoder_layers_encoder_layer_4_mlp_0_bias" -> "368 linear_18" [label="(3072,)", style=solid]; -"42 encoder_layers_encoder_layer_4_mlp_3_bias" -> "378 linear_19" [label="(768,)", style=solid]; -"43 encoder_layers_encoder_layer_5_ln_1_weight" -> "381 layer_norm_10" [label="(768,)", style=solid]; -"44 encoder_layers_encoder_layer_5_ln_1_bias" -> "381 layer_norm_10" [label="(768,)", style=solid]; -"45 encoder_layers_encoder_layer_5_self_attention_in_proj_bias" -> "385 linear_20" [label="(2304,)", style=solid]; -"46 encoder_layers_encoder_layer_5_self_attention_out_proj_bias" -> "408 linear_21" [label="(768,)", style=solid]; -"47 encoder_layers_encoder_layer_5_ln_2_weight" -> "413 layer_norm_11" [label="(768,)", style=solid]; -"48 encoder_layers_encoder_layer_5_ln_2_bias" -> "413 layer_norm_11" [label="(768,)", style=solid]; -"49 encoder_layers_encoder_layer_5_mlp_0_bias" -> "421 linear_22" [label="(3072,)", style=solid]; -"50 encoder_layers_encoder_layer_5_mlp_3_bias" -> "431 linear_23" [label="(768,)", style=solid]; -"51 encoder_layers_encoder_layer_6_ln_1_weight" -> "434 layer_norm_12" [label="(768,)", style=solid]; -"52 encoder_layers_encoder_layer_6_ln_1_bias" -> "434 layer_norm_12" [label="(768,)", style=solid]; -"53 encoder_layers_encoder_layer_6_self_attention_in_proj_bias" -> "438 linear_24" [label="(2304,)", style=solid]; -"54 encoder_layers_encoder_layer_6_self_attention_out_proj_bias" -> "461 linear_25" [label="(768,)", style=solid]; -"55 encoder_layers_encoder_layer_6_ln_2_weight" -> "466 layer_norm_13" [label="(768,)", style=solid]; -"56 encoder_layers_encoder_layer_6_ln_2_bias" -> "466 layer_norm_13" [label="(768,)", style=solid]; -"57 encoder_layers_encoder_layer_6_mlp_0_bias" -> "474 linear_26" [label="(3072,)", style=solid]; -"58 encoder_layers_encoder_layer_6_mlp_3_bias" -> "484 linear_27" [label="(768,)", style=solid]; -"59 encoder_layers_encoder_layer_7_ln_1_weight" -> "487 layer_norm_14" [label="(768,)", style=solid]; -"60 encoder_layers_encoder_layer_7_ln_1_bias" -> "487 layer_norm_14" [label="(768,)", style=solid]; -"61 encoder_layers_encoder_layer_7_self_attention_in_proj_bias" -> "491 linear_28" [label="(2304,)", style=solid]; -"62 encoder_layers_encoder_layer_7_self_attention_out_proj_bias" -> "514 linear_29" [label="(768,)", style=solid]; -"63 encoder_layers_encoder_layer_7_ln_2_weight" -> "519 layer_norm_15" [label="(768,)", style=solid]; -"64 encoder_layers_encoder_layer_7_ln_2_bias" -> "519 layer_norm_15" [label="(768,)", style=solid]; -"65 encoder_layers_encoder_layer_7_mlp_0_bias" -> "527 linear_30" [label="(3072,)", style=solid]; -"66 encoder_layers_encoder_layer_7_mlp_3_bias" -> "537 linear_31" [label="(768,)", style=solid]; -"67 encoder_layers_encoder_layer_8_ln_1_weight" -> "540 layer_norm_16" [label="(768,)", style=solid]; -"68 encoder_layers_encoder_layer_8_ln_1_bias" -> "540 layer_norm_16" [label="(768,)", style=solid]; -"69 encoder_layers_encoder_layer_8_self_attention_in_proj_bias" -> "544 linear_32" [label="(2304,)", style=solid]; -"70 encoder_layers_encoder_layer_8_self_attention_out_proj_bias" -> "567 linear_33" [label="(768,)", style=solid]; -"71 encoder_layers_encoder_layer_8_ln_2_weight" -> "572 layer_norm_17" [label="(768,)", style=solid]; -"72 encoder_layers_encoder_layer_8_ln_2_bias" -> "572 layer_norm_17" [label="(768,)", style=solid]; -"73 encoder_layers_encoder_layer_8_mlp_0_bias" -> "580 linear_34" [label="(3072,)", style=solid]; -"74 encoder_layers_encoder_layer_8_mlp_3_bias" -> "590 linear_35" [label="(768,)", style=solid]; -"75 encoder_layers_encoder_layer_9_ln_1_weight" -> "593 layer_norm_18" [label="(768,)", style=solid]; -"76 encoder_layers_encoder_layer_9_ln_1_bias" -> "593 layer_norm_18" [label="(768,)", style=solid]; -"77 encoder_layers_encoder_layer_9_self_attention_in_proj_bias" -> "597 linear_36" [label="(2304,)", style=solid]; -"78 encoder_layers_encoder_layer_9_self_attention_out_proj_bias" -> "620 linear_37" [label="(768,)", style=solid]; -"79 encoder_layers_encoder_layer_9_ln_2_weight" -> "625 layer_norm_19" [label="(768,)", style=solid]; -"80 encoder_layers_encoder_layer_9_ln_2_bias" -> "625 layer_norm_19" [label="(768,)", style=solid]; -"81 encoder_layers_encoder_layer_9_mlp_0_bias" -> "633 linear_38" [label="(3072,)", style=solid]; -"82 encoder_layers_encoder_layer_9_mlp_3_bias" -> "643 linear_39" [label="(768,)", style=solid]; -"83 encoder_layers_encoder_layer_10_ln_1_weight" -> "646 layer_norm_20" [label="(768,)", style=solid]; -"84 encoder_layers_encoder_layer_10_ln_1_bias" -> "646 layer_norm_20" [label="(768,)", style=solid]; -"85 encoder_layers_encoder_layer_10_self_attention_in_proj_bias" -> "650 linear_40" [label="(2304,)", style=solid]; -"86 encoder_layers_encoder_layer_10_self_attention_out_proj_bias" -> "673 linear_41" [label="(768,)", style=solid]; -"87 encoder_layers_encoder_layer_10_ln_2_weight" -> "678 layer_norm_21" [label="(768,)", style=solid]; -"88 encoder_layers_encoder_layer_10_ln_2_bias" -> "678 layer_norm_21" [label="(768,)", style=solid]; -"89 encoder_layers_encoder_layer_10_mlp_0_bias" -> "686 linear_42" [label="(3072,)", style=solid]; -"90 encoder_layers_encoder_layer_10_mlp_3_bias" -> "696 linear_43" [label="(768,)", style=solid]; -"91 encoder_layers_encoder_layer_11_ln_1_weight" -> "699 layer_norm_22" [label="(768,)", style=solid]; -"92 encoder_layers_encoder_layer_11_ln_1_bias" -> "699 layer_norm_22" [label="(768,)", style=solid]; -"93 encoder_layers_encoder_layer_11_self_attention_in_proj_bias" -> "703 linear_44" [label="(2304,)", style=solid]; -"94 encoder_layers_encoder_layer_11_self_attention_out_proj_bias" -> "726 linear_45" [label="(768,)", style=solid]; -"95 encoder_layers_encoder_layer_11_ln_2_weight" -> "731 layer_norm_23" [label="(768,)", style=solid]; -"96 encoder_layers_encoder_layer_11_ln_2_bias" -> "731 layer_norm_23" [label="(768,)", style=solid]; -"97 encoder_layers_encoder_layer_11_mlp_0_bias" -> "739 linear_46" [label="(3072,)", style=solid]; -"98 encoder_layers_encoder_layer_11_mlp_3_bias" -> "749 linear_47" [label="(768,)", style=solid]; -"99 encoder_ln_weight" -> "752 layer_norm_24" [label="(768,)", style=solid]; -"100 encoder_ln_bias" -> "752 layer_norm_24" [label="(768,)", style=solid]; -"101 heads_head_bias" -> "762 linear_48" [label="(1000,)", style=solid]; -"102 x" -> "103 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; -"103 quantize_per_tensor_default" -> "104 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; -"104 dequantize_per_tensor_default" -> "109 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"105 conv2d_scale_0" -> "108 dequantize_per_channel_default" [label="(768,)", style=solid]; -"106 conv2d_zero_point_0" -> "108 dequantize_per_channel_default" [label="(768,)", style=solid]; -"107 _frozen_param0" -> "108 dequantize_per_channel_default" [label="(768, 3, 16, 16)", style=solid]; -"108 dequantize_per_channel_default" -> "109 conv2d" [label="(768, 3, 16, 16)", style=solid]; -"109 conv2d" -> "110 reshape" [label="(1, 768, 14, 14)", style=solid]; -"110 reshape" -> "111 permute" [label="(1, 768, 196)", style=solid]; -"111 permute" -> "113 cat" [label="(1, 196, 768)", style=solid]; -"112 expand" -> "113 cat" [label="(1, 1, 768)", style=solid]; -"113 cat" -> "114 add" [label="(1, 197, 768)", style=solid]; -"114 add" -> "115 dropout" [label="(1, 197, 768)", style=solid]; -"115 dropout" -> "116 layer_norm" [label="(1, 197, 768)", style=solid]; -"115 dropout" -> "147 add_1" [label="(1, 197, 768)", style=solid]; -"116 layer_norm" -> "117 transpose" [label="(1, 197, 768)", style=solid]; -"117 transpose" -> "119 transpose_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"118 encoder_layers_encoder_layer_0_self_attention_in_proj_weight_updated_constant0" -> "120 linear" [label="(2304, 768)", style=solid]; -"119 transpose_0_0_nncf_smooth_quant_0" -> "120 linear" [label="(197, 1, 768)", style=solid]; -"120 linear" -> "121 unflatten" [label="(197, 1, 2304)", style=solid]; -"121 unflatten" -> "122 unsqueeze" [label="(197, 1, 3, 768)", style=solid]; -"122 unsqueeze" -> "123 transpose_1" [label="(1, 197, 1, 3, 768)", style=solid]; -"123 transpose_1" -> "124 squeeze" [label="(3, 197, 1, 1, 768)", style=solid]; -"124 squeeze" -> "125 contiguous" [label="(3, 197, 1, 768)", style=solid]; -"125 contiguous" -> "126 select" [label="(3, 197, 1, 768)", style=solid]; -"125 contiguous" -> "127 select_1" [label="(3, 197, 1, 768)", style=solid]; -"125 contiguous" -> "128 select_2" [label="(3, 197, 1, 768)", style=solid]; -"126 select" -> "129 view" [label="(197, 1, 768)", style=solid]; -"127 select_1" -> "131 view_1" [label="(197, 1, 768)", style=solid]; -"128 select_2" -> "133 view_2" [label="(197, 1, 768)", style=solid]; -"129 view" -> "130 transpose_2" [label="(197, 12, 64)", style=solid]; -"130 transpose_2" -> "135 view_3" [label="(12, 197, 64)", style=solid]; -"131 view_1" -> "132 transpose_3" [label="(197, 12, 64)", style=solid]; -"132 transpose_3" -> "136 view_4" [label="(12, 197, 64)", style=solid]; -"133 view_2" -> "134 transpose_4" [label="(197, 12, 64)", style=solid]; -"134 transpose_4" -> "137 view_5" [label="(12, 197, 64)", style=solid]; -"135 view_3" -> "138 scaled_dot_product_attention" [label="(1, 12, 197, 64)", style=solid]; -"136 view_4" -> "138 scaled_dot_product_attention" [label="(1, 12, 197, 64)", style=solid]; -"137 view_5" -> "138 scaled_dot_product_attention" [label="(1, 12, 197, 64)", style=solid]; -"138 scaled_dot_product_attention" -> "139 permute_1" [label="(1, 12, 197, 64)", style=solid]; -"139 permute_1" -> "140 view_6" [label="(197, 1, 12, 64)", style=solid]; -"140 view_6" -> "142 view_6_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"141 encoder_layers_encoder_layer_0_self_attention_out_proj_weight_updated_constant0" -> "143 linear_1" [label="(768, 768)", style=solid]; -"142 view_6_0_0_nncf_smooth_quant_0" -> "143 linear_1" [label="(197, 768)", style=solid]; -"143 linear_1" -> "144 view_7" [label="(197, 768)", style=solid]; -"144 view_7" -> "145 transpose_5" [label="(197, 1, 768)", style=solid]; -"145 transpose_5" -> "146 dropout_1" [label="(1, 197, 768)", style=solid]; -"146 dropout_1" -> "147 add_1" [label="(1, 197, 768)", style=solid]; -"147 add_1" -> "148 layer_norm_1" [label="(1, 197, 768)", style=solid]; -"147 add_1" -> "168 add_2" [label="(1, 197, 768)", style=solid]; -"148 layer_norm_1" -> "149 layer_norm_1_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"149 layer_norm_1_0_0_nncf_smooth_quant_0" -> "150 quantize_per_tensor_default_1" [label="(1, 197, 768)", style=solid]; -"150 quantize_per_tensor_default_1" -> "151 dequantize_per_tensor_default_1" [label="(1, 197, 768)", style=solid]; -"151 dequantize_per_tensor_default_1" -> "156 linear_2" [label="(1, 197, 768)", style=solid]; -"152 linear_2_scale_0" -> "155 dequantize_per_channel_default_1" [label="(3072,)", style=solid]; -"153 linear_2_zero_point_0" -> "155 dequantize_per_channel_default_1" [label="(3072,)", style=solid]; -"154 _frozen_param1" -> "155 dequantize_per_channel_default_1" [label="(3072, 768)", style=solid]; -"155 dequantize_per_channel_default_1" -> "156 linear_2" [label="(3072, 768)", style=solid]; -"156 linear_2" -> "157 gelu" [label="(1, 197, 3072)", style=solid]; -"157 gelu" -> "158 dropout_2" [label="(1, 197, 3072)", style=solid]; -"158 dropout_2" -> "159 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"159 dropout_2_0_0_nncf_smooth_quant_0" -> "160 quantize_per_tensor_default_2" [label="(1, 197, 3072)", style=solid]; -"160 quantize_per_tensor_default_2" -> "161 dequantize_per_tensor_default_2" [label="(1, 197, 3072)", style=solid]; -"161 dequantize_per_tensor_default_2" -> "166 linear_3" [label="(1, 197, 3072)", style=solid]; -"162 linear_3_scale_0" -> "165 dequantize_per_channel_default_2" [label="(768,)", style=solid]; -"163 linear_3_zero_point_0" -> "165 dequantize_per_channel_default_2" [label="(768,)", style=solid]; -"164 _frozen_param2" -> "165 dequantize_per_channel_default_2" [label="(768, 3072)", style=solid]; -"165 dequantize_per_channel_default_2" -> "166 linear_3" [label="(768, 3072)", style=solid]; -"166 linear_3" -> "167 dropout_3" [label="(1, 197, 768)", style=solid]; -"167 dropout_3" -> "168 add_2" [label="(1, 197, 768)", style=solid]; -"168 add_2" -> "169 layer_norm_2" [label="(1, 197, 768)", style=solid]; -"168 add_2" -> "200 add_3" [label="(1, 197, 768)", style=solid]; -"169 layer_norm_2" -> "170 transpose_6" [label="(1, 197, 768)", style=solid]; -"170 transpose_6" -> "172 transpose_6_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"171 encoder_layers_encoder_layer_1_self_attention_in_proj_weight_updated_constant0" -> "173 linear_4" [label="(2304, 768)", style=solid]; -"172 transpose_6_0_0_nncf_smooth_quant_0" -> "173 linear_4" [label="(197, 1, 768)", style=solid]; -"173 linear_4" -> "174 unflatten_1" [label="(197, 1, 2304)", style=solid]; -"174 unflatten_1" -> "175 unsqueeze_1" [label="(197, 1, 3, 768)", style=solid]; -"175 unsqueeze_1" -> "176 transpose_7" [label="(1, 197, 1, 3, 768)", style=solid]; -"176 transpose_7" -> "177 squeeze_1" [label="(3, 197, 1, 1, 768)", style=solid]; -"177 squeeze_1" -> "178 contiguous_1" [label="(3, 197, 1, 768)", style=solid]; -"178 contiguous_1" -> "179 select_3" [label="(3, 197, 1, 768)", style=solid]; -"178 contiguous_1" -> "180 select_4" [label="(3, 197, 1, 768)", style=solid]; -"178 contiguous_1" -> "181 select_5" [label="(3, 197, 1, 768)", style=solid]; -"179 select_3" -> "182 view_8" [label="(197, 1, 768)", style=solid]; -"180 select_4" -> "184 view_9" [label="(197, 1, 768)", style=solid]; -"181 select_5" -> "186 view_10" [label="(197, 1, 768)", style=solid]; -"182 view_8" -> "183 transpose_8" [label="(197, 12, 64)", style=solid]; -"183 transpose_8" -> "188 view_11" [label="(12, 197, 64)", style=solid]; -"184 view_9" -> "185 transpose_9" [label="(197, 12, 64)", style=solid]; -"185 transpose_9" -> "189 view_12" [label="(12, 197, 64)", style=solid]; -"186 view_10" -> "187 transpose_10" [label="(197, 12, 64)", style=solid]; -"187 transpose_10" -> "190 view_13" [label="(12, 197, 64)", style=solid]; -"188 view_11" -> "191 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; -"189 view_12" -> "191 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; -"190 view_13" -> "191 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; -"191 scaled_dot_product_attention_1" -> "192 permute_2" [label="(1, 12, 197, 64)", style=solid]; -"192 permute_2" -> "193 view_14" [label="(197, 1, 12, 64)", style=solid]; -"193 view_14" -> "195 view_14_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"194 encoder_layers_encoder_layer_1_self_attention_out_proj_weight_updated_constant0" -> "196 linear_5" [label="(768, 768)", style=solid]; -"195 view_14_0_0_nncf_smooth_quant_0" -> "196 linear_5" [label="(197, 768)", style=solid]; -"196 linear_5" -> "197 view_15" [label="(197, 768)", style=solid]; -"197 view_15" -> "198 transpose_11" [label="(197, 1, 768)", style=solid]; -"198 transpose_11" -> "199 dropout_4" [label="(1, 197, 768)", style=solid]; -"199 dropout_4" -> "200 add_3" [label="(1, 197, 768)", style=solid]; -"200 add_3" -> "201 layer_norm_3" [label="(1, 197, 768)", style=solid]; -"200 add_3" -> "221 add_4" [label="(1, 197, 768)", style=solid]; -"201 layer_norm_3" -> "202 layer_norm_3_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"202 layer_norm_3_0_0_nncf_smooth_quant_0" -> "203 quantize_per_tensor_default_3" [label="(1, 197, 768)", style=solid]; -"203 quantize_per_tensor_default_3" -> "204 dequantize_per_tensor_default_3" [label="(1, 197, 768)", style=solid]; -"204 dequantize_per_tensor_default_3" -> "209 linear_6" [label="(1, 197, 768)", style=solid]; -"205 linear_6_scale_0" -> "208 dequantize_per_channel_default_3" [label="(3072,)", style=solid]; -"206 linear_6_zero_point_0" -> "208 dequantize_per_channel_default_3" [label="(3072,)", style=solid]; -"207 _frozen_param3" -> "208 dequantize_per_channel_default_3" [label="(3072, 768)", style=solid]; -"208 dequantize_per_channel_default_3" -> "209 linear_6" [label="(3072, 768)", style=solid]; -"209 linear_6" -> "210 gelu_1" [label="(1, 197, 3072)", style=solid]; -"210 gelu_1" -> "211 dropout_5" [label="(1, 197, 3072)", style=solid]; -"211 dropout_5" -> "212 dropout_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"212 dropout_5_0_0_nncf_smooth_quant_0" -> "213 quantize_per_tensor_default_4" [label="(1, 197, 3072)", style=solid]; -"213 quantize_per_tensor_default_4" -> "214 dequantize_per_tensor_default_4" [label="(1, 197, 3072)", style=solid]; -"214 dequantize_per_tensor_default_4" -> "219 linear_7" [label="(1, 197, 3072)", style=solid]; -"215 linear_7_scale_0" -> "218 dequantize_per_channel_default_4" [label="(768,)", style=solid]; -"216 linear_7_zero_point_0" -> "218 dequantize_per_channel_default_4" [label="(768,)", style=solid]; -"217 _frozen_param4" -> "218 dequantize_per_channel_default_4" [label="(768, 3072)", style=solid]; -"218 dequantize_per_channel_default_4" -> "219 linear_7" [label="(768, 3072)", style=solid]; -"219 linear_7" -> "220 dropout_6" [label="(1, 197, 768)", style=solid]; -"220 dropout_6" -> "221 add_4" [label="(1, 197, 768)", style=solid]; -"221 add_4" -> "222 layer_norm_4" [label="(1, 197, 768)", style=solid]; -"221 add_4" -> "253 add_5" [label="(1, 197, 768)", style=solid]; -"222 layer_norm_4" -> "223 transpose_12" [label="(1, 197, 768)", style=solid]; -"223 transpose_12" -> "225 transpose_12_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"224 encoder_layers_encoder_layer_2_self_attention_in_proj_weight_updated_constant0" -> "226 linear_8" [label="(2304, 768)", style=solid]; -"225 transpose_12_0_0_nncf_smooth_quant_0" -> "226 linear_8" [label="(197, 1, 768)", style=solid]; -"226 linear_8" -> "227 unflatten_2" [label="(197, 1, 2304)", style=solid]; -"227 unflatten_2" -> "228 unsqueeze_2" [label="(197, 1, 3, 768)", style=solid]; -"228 unsqueeze_2" -> "229 transpose_13" [label="(1, 197, 1, 3, 768)", style=solid]; -"229 transpose_13" -> "230 squeeze_2" [label="(3, 197, 1, 1, 768)", style=solid]; -"230 squeeze_2" -> "231 contiguous_2" [label="(3, 197, 1, 768)", style=solid]; -"231 contiguous_2" -> "232 select_6" [label="(3, 197, 1, 768)", style=solid]; -"231 contiguous_2" -> "233 select_7" [label="(3, 197, 1, 768)", style=solid]; -"231 contiguous_2" -> "234 select_8" [label="(3, 197, 1, 768)", style=solid]; -"232 select_6" -> "235 view_16" [label="(197, 1, 768)", style=solid]; -"233 select_7" -> "237 view_17" [label="(197, 1, 768)", style=solid]; -"234 select_8" -> "239 view_18" [label="(197, 1, 768)", style=solid]; -"235 view_16" -> "236 transpose_14" [label="(197, 12, 64)", style=solid]; -"236 transpose_14" -> "241 view_19" [label="(12, 197, 64)", style=solid]; -"237 view_17" -> "238 transpose_15" [label="(197, 12, 64)", style=solid]; -"238 transpose_15" -> "242 view_20" [label="(12, 197, 64)", style=solid]; -"239 view_18" -> "240 transpose_16" [label="(197, 12, 64)", style=solid]; -"240 transpose_16" -> "243 view_21" [label="(12, 197, 64)", style=solid]; -"241 view_19" -> "244 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; -"242 view_20" -> "244 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; -"243 view_21" -> "244 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; -"244 scaled_dot_product_attention_2" -> "245 permute_3" [label="(1, 12, 197, 64)", style=solid]; -"245 permute_3" -> "246 view_22" [label="(197, 1, 12, 64)", style=solid]; -"246 view_22" -> "248 view_22_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"247 encoder_layers_encoder_layer_2_self_attention_out_proj_weight_updated_constant0" -> "249 linear_9" [label="(768, 768)", style=solid]; -"248 view_22_0_0_nncf_smooth_quant_0" -> "249 linear_9" [label="(197, 768)", style=solid]; -"249 linear_9" -> "250 view_23" [label="(197, 768)", style=solid]; -"250 view_23" -> "251 transpose_17" [label="(197, 1, 768)", style=solid]; -"251 transpose_17" -> "252 dropout_7" [label="(1, 197, 768)", style=solid]; -"252 dropout_7" -> "253 add_5" [label="(1, 197, 768)", style=solid]; -"253 add_5" -> "254 layer_norm_5" [label="(1, 197, 768)", style=solid]; -"253 add_5" -> "274 add_6" [label="(1, 197, 768)", style=solid]; -"254 layer_norm_5" -> "255 layer_norm_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"255 layer_norm_5_0_0_nncf_smooth_quant_0" -> "256 quantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; -"256 quantize_per_tensor_default_5" -> "257 dequantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; -"257 dequantize_per_tensor_default_5" -> "262 linear_10" [label="(1, 197, 768)", style=solid]; -"258 linear_10_scale_0" -> "261 dequantize_per_channel_default_5" [label="(3072,)", style=solid]; -"259 linear_10_zero_point_0" -> "261 dequantize_per_channel_default_5" [label="(3072,)", style=solid]; -"260 _frozen_param5" -> "261 dequantize_per_channel_default_5" [label="(3072, 768)", style=solid]; -"261 dequantize_per_channel_default_5" -> "262 linear_10" [label="(3072, 768)", style=solid]; -"262 linear_10" -> "263 gelu_2" [label="(1, 197, 3072)", style=solid]; -"263 gelu_2" -> "264 dropout_8" [label="(1, 197, 3072)", style=solid]; -"264 dropout_8" -> "265 dropout_8_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"265 dropout_8_0_0_nncf_smooth_quant_0" -> "266 quantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; -"266 quantize_per_tensor_default_6" -> "267 dequantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; -"267 dequantize_per_tensor_default_6" -> "272 linear_11" [label="(1, 197, 3072)", style=solid]; -"268 linear_11_scale_0" -> "271 dequantize_per_channel_default_6" [label="(768,)", style=solid]; -"269 linear_11_zero_point_0" -> "271 dequantize_per_channel_default_6" [label="(768,)", style=solid]; -"270 _frozen_param6" -> "271 dequantize_per_channel_default_6" [label="(768, 3072)", style=solid]; -"271 dequantize_per_channel_default_6" -> "272 linear_11" [label="(768, 3072)", style=solid]; -"272 linear_11" -> "273 dropout_9" [label="(1, 197, 768)", style=solid]; -"273 dropout_9" -> "274 add_6" [label="(1, 197, 768)", style=solid]; -"274 add_6" -> "275 layer_norm_6" [label="(1, 197, 768)", style=solid]; -"274 add_6" -> "306 add_7" [label="(1, 197, 768)", style=solid]; -"275 layer_norm_6" -> "276 transpose_18" [label="(1, 197, 768)", style=solid]; -"276 transpose_18" -> "278 transpose_18_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"277 encoder_layers_encoder_layer_3_self_attention_in_proj_weight_updated_constant0" -> "279 linear_12" [label="(2304, 768)", style=solid]; -"278 transpose_18_0_0_nncf_smooth_quant_0" -> "279 linear_12" [label="(197, 1, 768)", style=solid]; -"279 linear_12" -> "280 unflatten_3" [label="(197, 1, 2304)", style=solid]; -"280 unflatten_3" -> "281 unsqueeze_3" [label="(197, 1, 3, 768)", style=solid]; -"281 unsqueeze_3" -> "282 transpose_19" [label="(1, 197, 1, 3, 768)", style=solid]; -"282 transpose_19" -> "283 squeeze_3" [label="(3, 197, 1, 1, 768)", style=solid]; -"283 squeeze_3" -> "284 contiguous_3" [label="(3, 197, 1, 768)", style=solid]; -"284 contiguous_3" -> "285 select_9" [label="(3, 197, 1, 768)", style=solid]; -"284 contiguous_3" -> "286 select_10" [label="(3, 197, 1, 768)", style=solid]; -"284 contiguous_3" -> "287 select_11" [label="(3, 197, 1, 768)", style=solid]; -"285 select_9" -> "288 view_24" [label="(197, 1, 768)", style=solid]; -"286 select_10" -> "290 view_25" [label="(197, 1, 768)", style=solid]; -"287 select_11" -> "292 view_26" [label="(197, 1, 768)", style=solid]; -"288 view_24" -> "289 transpose_20" [label="(197, 12, 64)", style=solid]; -"289 transpose_20" -> "294 view_27" [label="(12, 197, 64)", style=solid]; -"290 view_25" -> "291 transpose_21" [label="(197, 12, 64)", style=solid]; -"291 transpose_21" -> "295 view_28" [label="(12, 197, 64)", style=solid]; -"292 view_26" -> "293 transpose_22" [label="(197, 12, 64)", style=solid]; -"293 transpose_22" -> "296 view_29" [label="(12, 197, 64)", style=solid]; -"294 view_27" -> "297 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; -"295 view_28" -> "297 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; -"296 view_29" -> "297 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; -"297 scaled_dot_product_attention_3" -> "298 permute_4" [label="(1, 12, 197, 64)", style=solid]; -"298 permute_4" -> "299 view_30" [label="(197, 1, 12, 64)", style=solid]; -"299 view_30" -> "301 view_30_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"300 encoder_layers_encoder_layer_3_self_attention_out_proj_weight_updated_constant0" -> "302 linear_13" [label="(768, 768)", style=solid]; -"301 view_30_0_0_nncf_smooth_quant_0" -> "302 linear_13" [label="(197, 768)", style=solid]; -"302 linear_13" -> "303 view_31" [label="(197, 768)", style=solid]; -"303 view_31" -> "304 transpose_23" [label="(197, 1, 768)", style=solid]; -"304 transpose_23" -> "305 dropout_10" [label="(1, 197, 768)", style=solid]; -"305 dropout_10" -> "306 add_7" [label="(1, 197, 768)", style=solid]; -"306 add_7" -> "307 layer_norm_7" [label="(1, 197, 768)", style=solid]; -"306 add_7" -> "327 add_8" [label="(1, 197, 768)", style=solid]; -"307 layer_norm_7" -> "308 layer_norm_7_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"308 layer_norm_7_0_0_nncf_smooth_quant_0" -> "309 quantize_per_tensor_default_7" [label="(1, 197, 768)", style=solid]; -"309 quantize_per_tensor_default_7" -> "310 dequantize_per_tensor_default_7" [label="(1, 197, 768)", style=solid]; -"310 dequantize_per_tensor_default_7" -> "315 linear_14" [label="(1, 197, 768)", style=solid]; -"311 linear_14_scale_0" -> "314 dequantize_per_channel_default_7" [label="(3072,)", style=solid]; -"312 linear_14_zero_point_0" -> "314 dequantize_per_channel_default_7" [label="(3072,)", style=solid]; -"313 _frozen_param7" -> "314 dequantize_per_channel_default_7" [label="(3072, 768)", style=solid]; -"314 dequantize_per_channel_default_7" -> "315 linear_14" [label="(3072, 768)", style=solid]; -"315 linear_14" -> "316 gelu_3" [label="(1, 197, 3072)", style=solid]; -"316 gelu_3" -> "317 dropout_11" [label="(1, 197, 3072)", style=solid]; -"317 dropout_11" -> "318 dropout_11_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"318 dropout_11_0_0_nncf_smooth_quant_0" -> "319 quantize_per_tensor_default_8" [label="(1, 197, 3072)", style=solid]; -"319 quantize_per_tensor_default_8" -> "320 dequantize_per_tensor_default_8" [label="(1, 197, 3072)", style=solid]; -"320 dequantize_per_tensor_default_8" -> "325 linear_15" [label="(1, 197, 3072)", style=solid]; -"321 linear_15_scale_0" -> "324 dequantize_per_channel_default_8" [label="(768,)", style=solid]; -"322 linear_15_zero_point_0" -> "324 dequantize_per_channel_default_8" [label="(768,)", style=solid]; -"323 _frozen_param8" -> "324 dequantize_per_channel_default_8" [label="(768, 3072)", style=solid]; -"324 dequantize_per_channel_default_8" -> "325 linear_15" [label="(768, 3072)", style=solid]; -"325 linear_15" -> "326 dropout_12" [label="(1, 197, 768)", style=solid]; -"326 dropout_12" -> "327 add_8" [label="(1, 197, 768)", style=solid]; -"327 add_8" -> "328 layer_norm_8" [label="(1, 197, 768)", style=solid]; -"327 add_8" -> "359 add_9" [label="(1, 197, 768)", style=solid]; -"328 layer_norm_8" -> "329 transpose_24" [label="(1, 197, 768)", style=solid]; -"329 transpose_24" -> "331 transpose_24_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"330 encoder_layers_encoder_layer_4_self_attention_in_proj_weight_updated_constant0" -> "332 linear_16" [label="(2304, 768)", style=solid]; -"331 transpose_24_0_0_nncf_smooth_quant_0" -> "332 linear_16" [label="(197, 1, 768)", style=solid]; -"332 linear_16" -> "333 unflatten_4" [label="(197, 1, 2304)", style=solid]; -"333 unflatten_4" -> "334 unsqueeze_4" [label="(197, 1, 3, 768)", style=solid]; -"334 unsqueeze_4" -> "335 transpose_25" [label="(1, 197, 1, 3, 768)", style=solid]; -"335 transpose_25" -> "336 squeeze_4" [label="(3, 197, 1, 1, 768)", style=solid]; -"336 squeeze_4" -> "337 contiguous_4" [label="(3, 197, 1, 768)", style=solid]; -"337 contiguous_4" -> "338 select_12" [label="(3, 197, 1, 768)", style=solid]; -"337 contiguous_4" -> "339 select_13" [label="(3, 197, 1, 768)", style=solid]; -"337 contiguous_4" -> "340 select_14" [label="(3, 197, 1, 768)", style=solid]; -"338 select_12" -> "341 view_32" [label="(197, 1, 768)", style=solid]; -"339 select_13" -> "343 view_33" [label="(197, 1, 768)", style=solid]; -"340 select_14" -> "345 view_34" [label="(197, 1, 768)", style=solid]; -"341 view_32" -> "342 transpose_26" [label="(197, 12, 64)", style=solid]; -"342 transpose_26" -> "347 view_35" [label="(12, 197, 64)", style=solid]; -"343 view_33" -> "344 transpose_27" [label="(197, 12, 64)", style=solid]; -"344 transpose_27" -> "348 view_36" [label="(12, 197, 64)", style=solid]; -"345 view_34" -> "346 transpose_28" [label="(197, 12, 64)", style=solid]; -"346 transpose_28" -> "349 view_37" [label="(12, 197, 64)", style=solid]; -"347 view_35" -> "350 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; -"348 view_36" -> "350 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; -"349 view_37" -> "350 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; -"350 scaled_dot_product_attention_4" -> "351 permute_5" [label="(1, 12, 197, 64)", style=solid]; -"351 permute_5" -> "352 view_38" [label="(197, 1, 12, 64)", style=solid]; -"352 view_38" -> "354 view_38_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"353 encoder_layers_encoder_layer_4_self_attention_out_proj_weight_updated_constant0" -> "355 linear_17" [label="(768, 768)", style=solid]; -"354 view_38_0_0_nncf_smooth_quant_0" -> "355 linear_17" [label="(197, 768)", style=solid]; -"355 linear_17" -> "356 view_39" [label="(197, 768)", style=solid]; -"356 view_39" -> "357 transpose_29" [label="(197, 1, 768)", style=solid]; -"357 transpose_29" -> "358 dropout_13" [label="(1, 197, 768)", style=solid]; -"358 dropout_13" -> "359 add_9" [label="(1, 197, 768)", style=solid]; -"359 add_9" -> "360 layer_norm_9" [label="(1, 197, 768)", style=solid]; -"359 add_9" -> "380 add_10" [label="(1, 197, 768)", style=solid]; -"360 layer_norm_9" -> "361 layer_norm_9_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"361 layer_norm_9_0_0_nncf_smooth_quant_0" -> "362 quantize_per_tensor_default_9" [label="(1, 197, 768)", style=solid]; -"362 quantize_per_tensor_default_9" -> "363 dequantize_per_tensor_default_9" [label="(1, 197, 768)", style=solid]; -"363 dequantize_per_tensor_default_9" -> "368 linear_18" [label="(1, 197, 768)", style=solid]; -"364 linear_18_scale_0" -> "367 dequantize_per_channel_default_9" [label="(3072,)", style=solid]; -"365 linear_18_zero_point_0" -> "367 dequantize_per_channel_default_9" [label="(3072,)", style=solid]; -"366 _frozen_param9" -> "367 dequantize_per_channel_default_9" [label="(3072, 768)", style=solid]; -"367 dequantize_per_channel_default_9" -> "368 linear_18" [label="(3072, 768)", style=solid]; -"368 linear_18" -> "369 gelu_4" [label="(1, 197, 3072)", style=solid]; -"369 gelu_4" -> "370 dropout_14" [label="(1, 197, 3072)", style=solid]; -"370 dropout_14" -> "371 dropout_14_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"371 dropout_14_0_0_nncf_smooth_quant_0" -> "372 quantize_per_tensor_default_10" [label="(1, 197, 3072)", style=solid]; -"372 quantize_per_tensor_default_10" -> "373 dequantize_per_tensor_default_10" [label="(1, 197, 3072)", style=solid]; -"373 dequantize_per_tensor_default_10" -> "378 linear_19" [label="(1, 197, 3072)", style=solid]; -"374 linear_19_scale_0" -> "377 dequantize_per_channel_default_10" [label="(768,)", style=solid]; -"375 linear_19_zero_point_0" -> "377 dequantize_per_channel_default_10" [label="(768,)", style=solid]; -"376 _frozen_param10" -> "377 dequantize_per_channel_default_10" [label="(768, 3072)", style=solid]; -"377 dequantize_per_channel_default_10" -> "378 linear_19" [label="(768, 3072)", style=solid]; -"378 linear_19" -> "379 dropout_15" [label="(1, 197, 768)", style=solid]; -"379 dropout_15" -> "380 add_10" [label="(1, 197, 768)", style=solid]; -"380 add_10" -> "381 layer_norm_10" [label="(1, 197, 768)", style=solid]; -"380 add_10" -> "412 add_11" [label="(1, 197, 768)", style=solid]; -"381 layer_norm_10" -> "382 transpose_30" [label="(1, 197, 768)", style=solid]; -"382 transpose_30" -> "384 transpose_30_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"383 encoder_layers_encoder_layer_5_self_attention_in_proj_weight_updated_constant0" -> "385 linear_20" [label="(2304, 768)", style=solid]; -"384 transpose_30_0_0_nncf_smooth_quant_0" -> "385 linear_20" [label="(197, 1, 768)", style=solid]; -"385 linear_20" -> "386 unflatten_5" [label="(197, 1, 2304)", style=solid]; -"386 unflatten_5" -> "387 unsqueeze_5" [label="(197, 1, 3, 768)", style=solid]; -"387 unsqueeze_5" -> "388 transpose_31" [label="(1, 197, 1, 3, 768)", style=solid]; -"388 transpose_31" -> "389 squeeze_5" [label="(3, 197, 1, 1, 768)", style=solid]; -"389 squeeze_5" -> "390 contiguous_5" [label="(3, 197, 1, 768)", style=solid]; -"390 contiguous_5" -> "391 select_15" [label="(3, 197, 1, 768)", style=solid]; -"390 contiguous_5" -> "392 select_16" [label="(3, 197, 1, 768)", style=solid]; -"390 contiguous_5" -> "393 select_17" [label="(3, 197, 1, 768)", style=solid]; -"391 select_15" -> "394 view_40" [label="(197, 1, 768)", style=solid]; -"392 select_16" -> "396 view_41" [label="(197, 1, 768)", style=solid]; -"393 select_17" -> "398 view_42" [label="(197, 1, 768)", style=solid]; -"394 view_40" -> "395 transpose_32" [label="(197, 12, 64)", style=solid]; -"395 transpose_32" -> "400 view_43" [label="(12, 197, 64)", style=solid]; -"396 view_41" -> "397 transpose_33" [label="(197, 12, 64)", style=solid]; -"397 transpose_33" -> "401 view_44" [label="(12, 197, 64)", style=solid]; -"398 view_42" -> "399 transpose_34" [label="(197, 12, 64)", style=solid]; -"399 transpose_34" -> "402 view_45" [label="(12, 197, 64)", style=solid]; -"400 view_43" -> "403 scaled_dot_product_attention_5" [label="(1, 12, 197, 64)", style=solid]; -"401 view_44" -> "403 scaled_dot_product_attention_5" [label="(1, 12, 197, 64)", style=solid]; -"402 view_45" -> "403 scaled_dot_product_attention_5" [label="(1, 12, 197, 64)", style=solid]; -"403 scaled_dot_product_attention_5" -> "404 permute_6" [label="(1, 12, 197, 64)", style=solid]; -"404 permute_6" -> "405 view_46" [label="(197, 1, 12, 64)", style=solid]; -"405 view_46" -> "407 view_46_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"406 encoder_layers_encoder_layer_5_self_attention_out_proj_weight_updated_constant0" -> "408 linear_21" [label="(768, 768)", style=solid]; -"407 view_46_0_0_nncf_smooth_quant_0" -> "408 linear_21" [label="(197, 768)", style=solid]; -"408 linear_21" -> "409 view_47" [label="(197, 768)", style=solid]; -"409 view_47" -> "410 transpose_35" [label="(197, 1, 768)", style=solid]; -"410 transpose_35" -> "411 dropout_16" [label="(1, 197, 768)", style=solid]; -"411 dropout_16" -> "412 add_11" [label="(1, 197, 768)", style=solid]; -"412 add_11" -> "413 layer_norm_11" [label="(1, 197, 768)", style=solid]; -"412 add_11" -> "433 add_12" [label="(1, 197, 768)", style=solid]; -"413 layer_norm_11" -> "414 layer_norm_11_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"414 layer_norm_11_0_0_nncf_smooth_quant_0" -> "415 quantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; -"415 quantize_per_tensor_default_11" -> "416 dequantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; -"416 dequantize_per_tensor_default_11" -> "421 linear_22" [label="(1, 197, 768)", style=solid]; -"417 linear_22_scale_0" -> "420 dequantize_per_channel_default_11" [label="(3072,)", style=solid]; -"418 linear_22_zero_point_0" -> "420 dequantize_per_channel_default_11" [label="(3072,)", style=solid]; -"419 _frozen_param11" -> "420 dequantize_per_channel_default_11" [label="(3072, 768)", style=solid]; -"420 dequantize_per_channel_default_11" -> "421 linear_22" [label="(3072, 768)", style=solid]; -"421 linear_22" -> "422 gelu_5" [label="(1, 197, 3072)", style=solid]; -"422 gelu_5" -> "423 dropout_17" [label="(1, 197, 3072)", style=solid]; -"423 dropout_17" -> "424 dropout_17_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"424 dropout_17_0_0_nncf_smooth_quant_0" -> "425 quantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; -"425 quantize_per_tensor_default_12" -> "426 dequantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; -"426 dequantize_per_tensor_default_12" -> "431 linear_23" [label="(1, 197, 3072)", style=solid]; -"427 linear_23_scale_0" -> "430 dequantize_per_channel_default_12" [label="(768,)", style=solid]; -"428 linear_23_zero_point_0" -> "430 dequantize_per_channel_default_12" [label="(768,)", style=solid]; -"429 _frozen_param12" -> "430 dequantize_per_channel_default_12" [label="(768, 3072)", style=solid]; -"430 dequantize_per_channel_default_12" -> "431 linear_23" [label="(768, 3072)", style=solid]; -"431 linear_23" -> "432 dropout_18" [label="(1, 197, 768)", style=solid]; -"432 dropout_18" -> "433 add_12" [label="(1, 197, 768)", style=solid]; -"433 add_12" -> "434 layer_norm_12" [label="(1, 197, 768)", style=solid]; -"433 add_12" -> "465 add_13" [label="(1, 197, 768)", style=solid]; -"434 layer_norm_12" -> "435 transpose_36" [label="(1, 197, 768)", style=solid]; -"435 transpose_36" -> "437 transpose_36_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"436 encoder_layers_encoder_layer_6_self_attention_in_proj_weight_updated_constant0" -> "438 linear_24" [label="(2304, 768)", style=solid]; -"437 transpose_36_0_0_nncf_smooth_quant_0" -> "438 linear_24" [label="(197, 1, 768)", style=solid]; -"438 linear_24" -> "439 unflatten_6" [label="(197, 1, 2304)", style=solid]; -"439 unflatten_6" -> "440 unsqueeze_6" [label="(197, 1, 3, 768)", style=solid]; -"440 unsqueeze_6" -> "441 transpose_37" [label="(1, 197, 1, 3, 768)", style=solid]; -"441 transpose_37" -> "442 squeeze_6" [label="(3, 197, 1, 1, 768)", style=solid]; -"442 squeeze_6" -> "443 contiguous_6" [label="(3, 197, 1, 768)", style=solid]; -"443 contiguous_6" -> "444 select_18" [label="(3, 197, 1, 768)", style=solid]; -"443 contiguous_6" -> "445 select_19" [label="(3, 197, 1, 768)", style=solid]; -"443 contiguous_6" -> "446 select_20" [label="(3, 197, 1, 768)", style=solid]; -"444 select_18" -> "447 view_48" [label="(197, 1, 768)", style=solid]; -"445 select_19" -> "449 view_49" [label="(197, 1, 768)", style=solid]; -"446 select_20" -> "451 view_50" [label="(197, 1, 768)", style=solid]; -"447 view_48" -> "448 transpose_38" [label="(197, 12, 64)", style=solid]; -"448 transpose_38" -> "453 view_51" [label="(12, 197, 64)", style=solid]; -"449 view_49" -> "450 transpose_39" [label="(197, 12, 64)", style=solid]; -"450 transpose_39" -> "454 view_52" [label="(12, 197, 64)", style=solid]; -"451 view_50" -> "452 transpose_40" [label="(197, 12, 64)", style=solid]; -"452 transpose_40" -> "455 view_53" [label="(12, 197, 64)", style=solid]; -"453 view_51" -> "456 scaled_dot_product_attention_6" [label="(1, 12, 197, 64)", style=solid]; -"454 view_52" -> "456 scaled_dot_product_attention_6" [label="(1, 12, 197, 64)", style=solid]; -"455 view_53" -> "456 scaled_dot_product_attention_6" [label="(1, 12, 197, 64)", style=solid]; -"456 scaled_dot_product_attention_6" -> "457 permute_7" [label="(1, 12, 197, 64)", style=solid]; -"457 permute_7" -> "458 view_54" [label="(197, 1, 12, 64)", style=solid]; -"458 view_54" -> "460 view_54_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"459 encoder_layers_encoder_layer_6_self_attention_out_proj_weight_updated_constant0" -> "461 linear_25" [label="(768, 768)", style=solid]; -"460 view_54_0_0_nncf_smooth_quant_0" -> "461 linear_25" [label="(197, 768)", style=solid]; -"461 linear_25" -> "462 view_55" [label="(197, 768)", style=solid]; -"462 view_55" -> "463 transpose_41" [label="(197, 1, 768)", style=solid]; -"463 transpose_41" -> "464 dropout_19" [label="(1, 197, 768)", style=solid]; -"464 dropout_19" -> "465 add_13" [label="(1, 197, 768)", style=solid]; -"465 add_13" -> "466 layer_norm_13" [label="(1, 197, 768)", style=solid]; -"465 add_13" -> "486 add_14" [label="(1, 197, 768)", style=solid]; -"466 layer_norm_13" -> "467 layer_norm_13_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"467 layer_norm_13_0_0_nncf_smooth_quant_0" -> "468 quantize_per_tensor_default_13" [label="(1, 197, 768)", style=solid]; -"468 quantize_per_tensor_default_13" -> "469 dequantize_per_tensor_default_13" [label="(1, 197, 768)", style=solid]; -"469 dequantize_per_tensor_default_13" -> "474 linear_26" [label="(1, 197, 768)", style=solid]; -"470 linear_26_scale_0" -> "473 dequantize_per_channel_default_13" [label="(3072,)", style=solid]; -"471 linear_26_zero_point_0" -> "473 dequantize_per_channel_default_13" [label="(3072,)", style=solid]; -"472 _frozen_param13" -> "473 dequantize_per_channel_default_13" [label="(3072, 768)", style=solid]; -"473 dequantize_per_channel_default_13" -> "474 linear_26" [label="(3072, 768)", style=solid]; -"474 linear_26" -> "475 gelu_6" [label="(1, 197, 3072)", style=solid]; -"475 gelu_6" -> "476 dropout_20" [label="(1, 197, 3072)", style=solid]; -"476 dropout_20" -> "477 dropout_20_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"477 dropout_20_0_0_nncf_smooth_quant_0" -> "478 quantize_per_tensor_default_14" [label="(1, 197, 3072)", style=solid]; -"478 quantize_per_tensor_default_14" -> "479 dequantize_per_tensor_default_14" [label="(1, 197, 3072)", style=solid]; -"479 dequantize_per_tensor_default_14" -> "484 linear_27" [label="(1, 197, 3072)", style=solid]; -"480 linear_27_scale_0" -> "483 dequantize_per_channel_default_14" [label="(768,)", style=solid]; -"481 linear_27_zero_point_0" -> "483 dequantize_per_channel_default_14" [label="(768,)", style=solid]; -"482 _frozen_param14" -> "483 dequantize_per_channel_default_14" [label="(768, 3072)", style=solid]; -"483 dequantize_per_channel_default_14" -> "484 linear_27" [label="(768, 3072)", style=solid]; -"484 linear_27" -> "485 dropout_21" [label="(1, 197, 768)", style=solid]; -"485 dropout_21" -> "486 add_14" [label="(1, 197, 768)", style=solid]; -"486 add_14" -> "487 layer_norm_14" [label="(1, 197, 768)", style=solid]; -"486 add_14" -> "518 add_15" [label="(1, 197, 768)", style=solid]; -"487 layer_norm_14" -> "488 transpose_42" [label="(1, 197, 768)", style=solid]; -"488 transpose_42" -> "490 transpose_42_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"489 encoder_layers_encoder_layer_7_self_attention_in_proj_weight_updated_constant0" -> "491 linear_28" [label="(2304, 768)", style=solid]; -"490 transpose_42_0_0_nncf_smooth_quant_0" -> "491 linear_28" [label="(197, 1, 768)", style=solid]; -"491 linear_28" -> "492 unflatten_7" [label="(197, 1, 2304)", style=solid]; -"492 unflatten_7" -> "493 unsqueeze_7" [label="(197, 1, 3, 768)", style=solid]; -"493 unsqueeze_7" -> "494 transpose_43" [label="(1, 197, 1, 3, 768)", style=solid]; -"494 transpose_43" -> "495 squeeze_7" [label="(3, 197, 1, 1, 768)", style=solid]; -"495 squeeze_7" -> "496 contiguous_7" [label="(3, 197, 1, 768)", style=solid]; -"496 contiguous_7" -> "497 select_21" [label="(3, 197, 1, 768)", style=solid]; -"496 contiguous_7" -> "498 select_22" [label="(3, 197, 1, 768)", style=solid]; -"496 contiguous_7" -> "499 select_23" [label="(3, 197, 1, 768)", style=solid]; -"497 select_21" -> "500 view_56" [label="(197, 1, 768)", style=solid]; -"498 select_22" -> "502 view_57" [label="(197, 1, 768)", style=solid]; -"499 select_23" -> "504 view_58" [label="(197, 1, 768)", style=solid]; -"500 view_56" -> "501 transpose_44" [label="(197, 12, 64)", style=solid]; -"501 transpose_44" -> "506 view_59" [label="(12, 197, 64)", style=solid]; -"502 view_57" -> "503 transpose_45" [label="(197, 12, 64)", style=solid]; -"503 transpose_45" -> "507 view_60" [label="(12, 197, 64)", style=solid]; 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+"704 unflatten_11" -> "705 unsqueeze_11" [style=solid, label="(197, 1, 3, 768)"]; +"705 unsqueeze_11" -> "706 transpose_67" [style=solid, label="(1, 197, 1, 3, 768)"]; +"706 transpose_67" -> "707 squeeze_11" [style=solid, label="(3, 197, 1, 1, 768)"]; +"707 squeeze_11" -> "708 contiguous_11" [style=solid, label="(3, 197, 1, 768)"]; +"708 contiguous_11" -> "709 select_33" [style=solid, label="(3, 197, 1, 768)"]; +"708 contiguous_11" -> "710 select_34" [style=solid, label="(3, 197, 1, 768)"]; +"708 contiguous_11" -> "711 select_35" [style=solid, label="(3, 197, 1, 768)"]; +"709 select_33" -> "712 view_88" [style=solid, label="(197, 1, 768)"]; +"710 select_34" -> "714 view_89" [style=solid, label="(197, 1, 768)"]; +"711 select_35" -> "716 view_90" [style=solid, label="(197, 1, 768)"]; +"712 view_88" -> "713 transpose_68" [style=solid, label="(197, 12, 64)"]; +"713 transpose_68" -> "718 view_91" [style=solid, label="(12, 197, 64)"]; +"714 view_89" -> "715 transpose_69" [style=solid, label="(197, 12, 64)"]; +"715 transpose_69" -> "719 view_92" [style=solid, label="(12, 197, 64)"]; +"716 view_90" -> "717 transpose_70" [style=solid, label="(197, 12, 64)"]; +"717 transpose_70" -> "720 view_93" [style=solid, label="(12, 197, 64)"]; +"718 view_91" -> "721 scaled_dot_product_attention_11" [style=solid, label="(1, 12, 197, 64)"]; +"719 view_92" -> "721 scaled_dot_product_attention_11" [style=solid, label="(1, 12, 197, 64)"]; +"720 view_93" -> "721 scaled_dot_product_attention_11" [style=solid, label="(1, 12, 197, 64)"]; +"721 scaled_dot_product_attention_11" -> "722 permute_12" [style=solid, label="(1, 12, 197, 64)"]; +"722 permute_12" -> "723 view_94" [style=solid, label="(197, 1, 12, 64)"]; +"723 view_94" -> "725 view_94_0_0_nncf_smooth_quant_0" [style=solid, label="(197, 768)"]; +"724 encoder_layers_encoder_layer_11_self_attention_out_proj_weight_updated_constant0" -> "726 linear_45" [style=solid, label="(768, 768)"]; +"725 view_94_0_0_nncf_smooth_quant_0" -> "726 linear_45" [style=solid, label="(197, 768)"]; +"726 linear_45" -> "727 view_95" [style=solid, label="(197, 768)"]; +"727 view_95" -> "728 transpose_71" [style=solid, label="(197, 1, 768)"]; +"728 transpose_71" -> "729 dropout_34" [style=solid, label="(1, 197, 768)"]; +"729 dropout_34" -> "730 add_23" [style=solid, label="(1, 197, 768)"]; +"730 add_23" -> "731 layer_norm_23" [style=solid, label="(1, 197, 768)"]; +"730 add_23" -> "751 add_24" [style=solid, label="(1, 197, 768)"]; +"731 layer_norm_23" -> "732 layer_norm_23_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 197, 768)"]; +"732 layer_norm_23_0_0_nncf_smooth_quant_0" -> "733 quantize_per_tensor_69" [style=solid, label="(1, 197, 768)"]; +"733 quantize_per_tensor_69" -> "734 dequantize_per_tensor_70" [style=solid, label="(1, 197, 768)"]; +"734 dequantize_per_tensor_70" -> "739 linear_46" [style=solid, label="(1, 197, 768)"]; +"735 linear_46_scale_0" -> "738 dequantize_per_channel_71" [style=solid, label="(3072,)"]; +"736 linear_46_zero_point_0" -> "738 dequantize_per_channel_71" [style=solid, label="(3072,)"]; +"737 _frozen_param23" -> "738 dequantize_per_channel_71" [style=solid, label="(3072, 768)"]; +"738 dequantize_per_channel_71" -> "739 linear_46" [style=solid, label="(3072, 768)"]; +"739 linear_46" -> "740 gelu_11" [style=solid, label="(1, 197, 3072)"]; +"740 gelu_11" -> "741 dropout_35" [style=solid, label="(1, 197, 3072)"]; +"741 dropout_35" -> "742 dropout_35_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 197, 3072)"]; +"742 dropout_35_0_0_nncf_smooth_quant_0" -> "743 quantize_per_tensor_72" [style=solid, label="(1, 197, 3072)"]; +"743 quantize_per_tensor_72" -> "744 dequantize_per_tensor_73" [style=solid, label="(1, 197, 3072)"]; +"744 dequantize_per_tensor_73" -> "749 linear_47" [style=solid, label="(1, 197, 3072)"]; +"745 linear_47_scale_0" -> "748 dequantize_per_channel_74" [style=solid, label="(768,)"]; +"746 linear_47_zero_point_0" -> "748 dequantize_per_channel_74" [style=solid, label="(768,)"]; +"747 _frozen_param24" -> "748 dequantize_per_channel_74" [style=solid, label="(768, 3072)"]; +"748 dequantize_per_channel_74" -> "749 linear_47" [style=solid, label="(768, 3072)"]; +"749 linear_47" -> "750 dropout_36" [style=solid, label="(1, 197, 768)"]; +"750 dropout_36" -> "751 add_24" [style=solid, label="(1, 197, 768)"]; +"751 add_24" -> "752 layer_norm_24" [style=solid, label="(1, 197, 768)"]; +"752 layer_norm_24" -> "753 slice_1" [style=solid, label="(1, 197, 768)"]; +"753 slice_1" -> "754 select_36" [style=solid, label="(1, 197, 768)"]; +"754 select_36" -> "755 select_36_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 768)"]; +"755 select_36_0_0_nncf_smooth_quant_0" -> "756 quantize_per_tensor_75" [style=solid, label="(1, 768)"]; +"756 quantize_per_tensor_75" -> "757 dequantize_per_tensor_76" [style=solid, label="(1, 768)"]; +"757 dequantize_per_tensor_76" -> "762 linear_48" [style=solid, label="(1, 768)"]; +"758 linear_48_scale_0" -> "761 dequantize_per_channel_77" [style=solid, label="(1000,)"]; +"759 linear_48_zero_point_0" -> "761 dequantize_per_channel_77" [style=solid, label="(1000,)"]; +"760 _frozen_param25" -> "761 dequantize_per_channel_77" [style=solid, label="(1000, 768)"]; +"761 dequantize_per_channel_77" -> "762 linear_48" [style=solid, label="(1000, 768)"]; +"762 linear_48" -> "763 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/yolo11n_sdpa_block.dot b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/yolo11n_sdpa_block.dot index 17951540020..3cbd237c386 100644 --- a/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/yolo11n_sdpa_block.dot +++ b/tests/torch/data/reference_graphs/fx/experimental/X86InductorQuantizer/yolo11n_sdpa_block.dot @@ -1,12 +1,12 @@ -strict digraph { +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 linear_scale_0" [id=4, type=get_attr]; -"5 linear_zero_point_0" [id=5, type=get_attr]; -"6 _frozen_param0" [id=6, type=get_attr]; -"7 dequantize_per_channel_default" [id=7, type=dequantize_per_channel]; +"1 x_0_0_nncf_smooth_quant_0" [id=1, type="call_module"]; +"2 quantize_per_tensor_0" [id=2, type="quantize_per_tensor"]; +"3 dequantize_per_tensor_1" [id=3, type="dequantize_per_tensor"]; +"4 linear_scale_0" [id=4, type="get_attr"]; +"5 linear_zero_point_0" [id=5, type="get_attr"]; +"6 _frozen_param0" [id=6, type="get_attr"]; +"7 dequantize_per_channel_2" [id=7, type="dequantize_per_channel"]; "8 linear" [id=8, type=linear]; "9 slice_1" [id=9, type=slice]; "10 slice_2" [id=10, type=slice]; @@ -19,35 +19,35 @@ strict digraph { "17 slice_9" [id=17, type=slice]; "18 transpose" [id=18, type=transpose]; "19 matmul" [id=19, type=matmul]; -"20 div_" [id=20, type=div_]; +"20 div_" [id=20, type="div_"]; "21 softmax" [id=21, type=softmax]; "22 transpose_1" [id=22, type=transpose]; "23 matmul_1" [id=23, type=matmul]; "24 output" [id=24, 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" -> "8 linear" [label="(1, 2, 4)", style=solid]; -"4 linear_scale_0" -> "7 dequantize_per_channel_default" [label="(12,)", style=solid]; -"5 linear_zero_point_0" -> "7 dequantize_per_channel_default" [label="(12,)", style=solid]; -"6 _frozen_param0" -> "7 dequantize_per_channel_default" [label="(12, 4)", style=solid]; -"7 dequantize_per_channel_default" -> "8 linear" [label="(12, 4)", style=solid]; -"8 linear" -> "9 slice_1" [label="(1, 2, 12)", style=solid]; -"8 linear" -> "12 slice_4" [label="(1, 2, 12)", style=solid]; -"8 linear" -> "15 slice_7" [label="(1, 2, 12)", style=solid]; -"9 slice_1" -> "10 slice_2" [label="(1, 2, 12)", style=solid]; -"10 slice_2" -> "11 slice_3" [label="(1, 2, 12)", style=solid]; -"11 slice_3" -> "19 matmul" [label="(1, 2, 4)", style=solid]; -"12 slice_4" -> "13 slice_5" [label="(1, 2, 12)", style=solid]; -"13 slice_5" -> "14 slice_6" [label="(1, 2, 12)", style=solid]; -"14 slice_6" -> "18 transpose" [label="(1, 2, 4)", style=solid]; -"15 slice_7" -> "16 slice_8" [label="(1, 2, 12)", style=solid]; -"16 slice_8" -> "17 slice_9" [label="(1, 2, 12)", style=solid]; -"17 slice_9" -> "23 matmul_1" [label="(1, 2, 4)", style=solid]; -"18 transpose" -> "19 matmul" [label="(1, 4, 2)", style=solid]; -"19 matmul" -> "20 div_" [label="(1, 2, 2)", style=solid]; -"20 div_" -> "21 softmax" [label="(1, 2, 2)", style=solid]; -"21 softmax" -> "22 transpose_1" [label="(1, 2, 2)", style=solid]; -"22 transpose_1" -> "23 matmul_1" [label="(1, 2, 2)", style=solid]; -"23 matmul_1" -> "24 output" [label="(1, 2, 4)", style=solid]; +"0 x" -> "1 x_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 2, 4)"]; +"1 x_0_0_nncf_smooth_quant_0" -> "2 quantize_per_tensor_0" [style=solid, label="(1, 2, 4)"]; +"2 quantize_per_tensor_0" -> "3 dequantize_per_tensor_1" [style=solid, label="(1, 2, 4)"]; +"3 dequantize_per_tensor_1" -> "8 linear" [style=solid, label="(1, 2, 4)"]; +"4 linear_scale_0" -> "7 dequantize_per_channel_2" [style=solid, label="(12,)"]; +"5 linear_zero_point_0" -> "7 dequantize_per_channel_2" [style=solid, label="(12,)"]; +"6 _frozen_param0" -> "7 dequantize_per_channel_2" [style=solid, label="(12, 4)"]; +"7 dequantize_per_channel_2" -> "8 linear" [style=solid, label="(12, 4)"]; +"8 linear" -> "9 slice_1" [style=solid, label="(1, 2, 12)"]; +"8 linear" -> "12 slice_4" [style=solid, label="(1, 2, 12)"]; +"8 linear" -> "15 slice_7" [style=solid, label="(1, 2, 12)"]; +"9 slice_1" -> "10 slice_2" [style=solid, label="(1, 2, 12)"]; +"10 slice_2" -> "11 slice_3" [style=solid, label="(1, 2, 12)"]; +"11 slice_3" -> "19 matmul" [style=solid, label="(1, 2, 4)"]; +"12 slice_4" -> "13 slice_5" [style=solid, label="(1, 2, 12)"]; +"13 slice_5" -> "14 slice_6" [style=solid, label="(1, 2, 12)"]; +"14 slice_6" -> "18 transpose" [style=solid, label="(1, 2, 4)"]; +"15 slice_7" -> "16 slice_8" [style=solid, label="(1, 2, 12)"]; +"16 slice_8" -> "17 slice_9" [style=solid, label="(1, 2, 12)"]; +"17 slice_9" -> "23 matmul_1" [style=solid, label="(1, 2, 4)"]; +"18 transpose" -> "19 matmul" [style=solid, label="(1, 4, 2)"]; +"19 matmul" -> "20 div_" [style=solid, label="(1, 2, 2)"]; +"20 div_" -> "21 softmax" [style=solid, label="(1, 2, 2)"]; +"21 softmax" -> "22 transpose_1" [style=solid, label="(1, 2, 2)"]; +"22 transpose_1" -> "23 matmul_1" [style=solid, label="(1, 2, 2)"]; +"23 matmul_1" -> "24 output" [style=solid, label="(1, 2, 4)"]; } diff --git a/tests/torch/data/reference_graphs/fx/experimental/XNNPACKQuantizer/mobilenet_v3_small.dot b/tests/torch/data/reference_graphs/fx/experimental/XNNPACKQuantizer/mobilenet_v3_small.dot new file mode 100644 index 00000000000..ad1cdfce835 --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/XNNPACKQuantizer/mobilenet_v3_small.dot @@ -0,0 +1,1026 @@ +strict digraph { +"0 features_1_block_1_fc1_bias" [id=0, type="get_attr"]; +"1 features_1_block_1_fc2_bias" [id=1, type="get_attr"]; +"2 features_4_block_2_fc1_bias" [id=2, type="get_attr"]; +"3 features_4_block_2_fc2_bias" [id=3, type="get_attr"]; +"4 features_5_block_2_fc1_bias" [id=4, type="get_attr"]; +"5 features_5_block_2_fc2_bias" [id=5, type="get_attr"]; +"6 features_6_block_2_fc1_bias" [id=6, type="get_attr"]; +"7 features_6_block_2_fc2_bias" [id=7, type="get_attr"]; +"8 features_7_block_2_fc1_bias" [id=8, type="get_attr"]; +"9 features_7_block_2_fc2_bias" [id=9, type="get_attr"]; +"10 features_8_block_2_fc1_bias" [id=10, type="get_attr"]; +"11 features_8_block_2_fc2_bias" [id=11, type="get_attr"]; +"12 features_9_block_2_fc1_bias" [id=12, type="get_attr"]; +"13 features_9_block_2_fc2_bias" [id=13, type="get_attr"]; +"14 features_10_block_2_fc1_bias" [id=14, type="get_attr"]; +"15 features_10_block_2_fc2_bias" [id=15, type="get_attr"]; +"16 features_11_block_2_fc1_bias" [id=16, type="get_attr"]; +"17 features_11_block_2_fc2_bias" [id=17, type="get_attr"]; +"18 classifier_0_bias" [id=18, type="get_attr"]; +"19 classifier_3_bias" [id=19, type="get_attr"]; +"20 x" [id=20, type=input]; +"21 quantize_per_tensor_0" [id=21, type="quantize_per_tensor"]; +"22 dequantize_per_tensor_1" [id=22, type="dequantize_per_tensor"]; +"23 features_0_0_weight_bias" [id=23, type="get_attr"]; +"24 _frozen_param0" [id=24, type="get_attr"]; +"25 dequantize_per_tensor_2" [id=25, type="dequantize_per_tensor"]; +"26 conv2d" [id=26, type=conv2d]; +"27 quantize_per_tensor_3" [id=27, type="quantize_per_tensor"]; +"28 dequantize_per_tensor_4" [id=28, type="dequantize_per_tensor"]; +"29 hardswish_" [id=29, type="hardswish_"]; +"30 quantize_per_tensor_5" [id=30, type="quantize_per_tensor"]; +"31 dequantize_per_tensor_6" [id=31, type="dequantize_per_tensor"]; +"32 features_1_block_0_0_weight_bias" [id=32, type="get_attr"]; +"33 _frozen_param1" [id=33, type="get_attr"]; +"34 dequantize_per_tensor_7" [id=34, type="dequantize_per_tensor"]; +"35 conv2d_1" [id=35, type=conv2d]; 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+} diff --git a/tests/torch/data/reference_graphs/fx/experimental/XNNPACKQuantizer/synthetic_transformer.dot b/tests/torch/data/reference_graphs/fx/experimental/XNNPACKQuantizer/synthetic_transformer.dot new file mode 100644 index 00000000000..74c4d1d924f --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/experimental/XNNPACKQuantizer/synthetic_transformer.dot @@ -0,0 +1,45 @@ +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_0" [id=6, type="quantize_per_tensor"]; +"7 dequantize_per_tensor_1" [id=7, type="dequantize_per_tensor"]; +"8 _frozen_param0" [id=8, type="get_attr"]; +"9 dequantize_per_tensor_2" [id=9, type="dequantize_per_tensor"]; +"10 linear" [id=10, type=linear]; +"11 quantize_per_tensor_3" [id=11, type="quantize_per_tensor"]; 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-"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]; 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-"116 quantize_per_tensor_default" [id=116, type=quantize_per_tensor]; -"117 dequantize_per_tensor_default" [id=117, type=dequantize_per_tensor]; +"116 quantize_per_tensor_default" [id=116, type="quantize_per_tensor"]; +"117 dequantize_per_tensor_default" [id=117, type="dequantize_per_tensor"]; "118 conv2d" [id=118, type=conv2d]; "119 relu" [id=119, type=relu]; -"120 quantize_per_tensor_default_1" [id=120, type=quantize_per_tensor]; -"121 dequantize_per_tensor_default_1" [id=121, type=dequantize_per_tensor]; +"120 quantize_per_tensor_default_1" [id=120, type="quantize_per_tensor"]; +"121 dequantize_per_tensor_default_1" [id=121, type="dequantize_per_tensor"]; "122 conv2d_1" [id=122, type=conv2d]; "123 relu_1" [id=123, type=relu]; -"124 quantize_per_tensor_default_2" [id=124, type=quantize_per_tensor]; -"125 dequantize_per_tensor_default_2" [id=125, type=dequantize_per_tensor]; -"126 max_pool2d" [id=126, type=max_pool2d]; +"124 quantize_per_tensor_default_2" [id=124, type="quantize_per_tensor"]; +"125 dequantize_per_tensor_default_2" [id=125, type="dequantize_per_tensor"]; +"126 max_pool2d" [id=126, type="max_pool2d"]; "127 conv2d_2" [id=127, type=conv2d]; "128 relu_2" [id=128, type=relu]; -"129 quantize_per_tensor_default_3" [id=129, type=quantize_per_tensor]; -"130 dequantize_per_tensor_default_3" [id=130, type=dequantize_per_tensor]; +"129 quantize_per_tensor_default_3" [id=129, type="quantize_per_tensor"]; +"130 dequantize_per_tensor_default_3" [id=130, type="dequantize_per_tensor"]; "131 conv2d_3" [id=131, type=conv2d]; "132 relu_3" [id=132, type=relu]; -"133 quantize_per_tensor_default_4" [id=133, type=quantize_per_tensor]; -"134 dequantize_per_tensor_default_4" [id=134, type=dequantize_per_tensor]; -"135 max_pool2d_1" [id=135, type=max_pool2d]; +"133 quantize_per_tensor_default_4" [id=133, type="quantize_per_tensor"]; +"134 dequantize_per_tensor_default_4" [id=134, type="dequantize_per_tensor"]; +"135 max_pool2d_1" [id=135, type="max_pool2d"]; "136 conv2d_4" [id=136, type=conv2d]; "137 relu_4" [id=137, type=relu]; -"138 quantize_per_tensor_default_5" [id=138, type=quantize_per_tensor]; -"139 dequantize_per_tensor_default_5" [id=139, type=dequantize_per_tensor]; +"138 quantize_per_tensor_default_5" [id=138, type="quantize_per_tensor"]; +"139 dequantize_per_tensor_default_5" [id=139, type="dequantize_per_tensor"]; "140 conv2d_5" [id=140, type=conv2d]; "141 relu_5" [id=141, type=relu]; -"142 quantize_per_tensor_default_6" [id=142, type=quantize_per_tensor]; -"143 dequantize_per_tensor_default_6" [id=143, type=dequantize_per_tensor]; -"144 max_pool2d_2" [id=144, type=max_pool2d]; +"142 quantize_per_tensor_default_6" [id=142, type="quantize_per_tensor"]; +"143 dequantize_per_tensor_default_6" [id=143, type="dequantize_per_tensor"]; +"144 max_pool2d_2" [id=144, type="max_pool2d"]; "145 conv2d_6" [id=145, type=conv2d]; "146 relu_6" [id=146, type=relu]; -"147 quantize_per_tensor_default_7" [id=147, type=quantize_per_tensor]; -"148 dequantize_per_tensor_default_7" [id=148, type=dequantize_per_tensor]; +"147 quantize_per_tensor_default_7" [id=147, type="quantize_per_tensor"]; +"148 dequantize_per_tensor_default_7" [id=148, type="dequantize_per_tensor"]; "149 conv2d_7" [id=149, type=conv2d]; "150 relu_7" [id=150, type=relu]; -"151 quantize_per_tensor_default_8" [id=151, type=quantize_per_tensor]; -"152 dequantize_per_tensor_default_8" [id=152, type=dequantize_per_tensor]; -"153 max_pool2d_3" [id=153, type=max_pool2d]; +"151 quantize_per_tensor_default_8" [id=151, type="quantize_per_tensor"]; +"152 dequantize_per_tensor_default_8" [id=152, type="dequantize_per_tensor"]; +"153 max_pool2d_3" [id=153, type="max_pool2d"]; "154 conv2d_8" [id=154, type=conv2d]; "155 relu_8" [id=155, type=relu]; -"156 quantize_per_tensor_default_9" [id=156, type=quantize_per_tensor]; -"157 dequantize_per_tensor_default_9" [id=157, type=dequantize_per_tensor]; +"156 quantize_per_tensor_default_9" [id=156, type="quantize_per_tensor"]; +"157 dequantize_per_tensor_default_9" [id=157, type="dequantize_per_tensor"]; "158 conv2d_9" [id=158, type=conv2d]; "159 relu_9" [id=159, type=relu]; -"160 quantize_per_tensor_default_10" [id=160, type=quantize_per_tensor]; -"161 dequantize_per_tensor_default_10" [id=161, type=dequantize_per_tensor]; -"162 conv_transpose2d" [id=162, type=conv_transpose2d]; -"163 quantize_per_tensor_default_11" [id=163, type=quantize_per_tensor]; -"164 dequantize_per_tensor_default_11" [id=164, type=dequantize_per_tensor]; +"160 quantize_per_tensor_default_10" [id=160, type="quantize_per_tensor"]; +"161 dequantize_per_tensor_default_10" [id=161, type="dequantize_per_tensor"]; +"162 conv_transpose2d" [id=162, type="conv_transpose2d"]; +"163 quantize_per_tensor_default_11" [id=163, type="quantize_per_tensor"]; +"164 dequantize_per_tensor_default_11" [id=164, type="dequantize_per_tensor"]; "165 slice_1" [id=165, type=slice]; "166 slice_2" [id=166, type=slice]; "167 slice_3" [id=167, type=slice]; @@ -171,15 +171,15 @@ strict digraph { "169 cat" [id=169, type=cat]; "170 conv2d_10" [id=170, type=conv2d]; "171 relu_10" [id=171, type=relu]; -"172 quantize_per_tensor_default_12" [id=172, type=quantize_per_tensor]; -"173 dequantize_per_tensor_default_12" [id=173, type=dequantize_per_tensor]; +"172 quantize_per_tensor_default_12" [id=172, type="quantize_per_tensor"]; +"173 dequantize_per_tensor_default_12" [id=173, type="dequantize_per_tensor"]; "174 conv2d_11" [id=174, type=conv2d]; "175 relu_11" [id=175, type=relu]; -"176 quantize_per_tensor_default_13" [id=176, type=quantize_per_tensor]; -"177 dequantize_per_tensor_default_13" [id=177, type=dequantize_per_tensor]; -"178 conv_transpose2d_1" [id=178, type=conv_transpose2d]; -"179 quantize_per_tensor_default_14" [id=179, type=quantize_per_tensor]; -"180 dequantize_per_tensor_default_14" [id=180, type=dequantize_per_tensor]; +"176 quantize_per_tensor_default_13" [id=176, type="quantize_per_tensor"]; +"177 dequantize_per_tensor_default_13" [id=177, type="dequantize_per_tensor"]; +"178 conv_transpose2d_1" [id=178, type="conv_transpose2d"]; +"179 quantize_per_tensor_default_14" [id=179, type="quantize_per_tensor"]; +"180 dequantize_per_tensor_default_14" [id=180, type="dequantize_per_tensor"]; "181 slice_5" [id=181, type=slice]; "182 slice_6" [id=182, type=slice]; "183 slice_7" [id=183, type=slice]; @@ -187,15 +187,15 @@ strict digraph { "185 cat_1" [id=185, type=cat]; "186 conv2d_12" [id=186, type=conv2d]; "187 relu_12" [id=187, type=relu]; -"188 quantize_per_tensor_default_15" [id=188, type=quantize_per_tensor]; -"189 dequantize_per_tensor_default_15" [id=189, type=dequantize_per_tensor]; +"188 quantize_per_tensor_default_15" [id=188, type="quantize_per_tensor"]; +"189 dequantize_per_tensor_default_15" [id=189, type="dequantize_per_tensor"]; "190 conv2d_13" [id=190, type=conv2d]; "191 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]; +"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]; @@ -203,15 +203,15 @@ strict digraph { "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]; +"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" [id=209, type=dequantize_per_tensor]; -"210 conv_transpose2d_3" [id=210, type=conv_transpose2d]; -"211 quantize_per_tensor_default_20" [id=211, type=quantize_per_tensor]; -"212 dequantize_per_tensor_default_20" [id=212, type=dequantize_per_tensor]; +"208 quantize_per_tensor_default_19" [id=208, type="quantize_per_tensor"]; +"209 dequantize_per_tensor_default_19" [id=209, type="dequantize_per_tensor"]; +"210 conv_transpose2d_3" [id=210, type="conv_transpose2d"]; +"211 quantize_per_tensor_default_20" [id=211, type="quantize_per_tensor"]; +"212 dequantize_per_tensor_default_20" [id=212, type="dequantize_per_tensor"]; "213 slice_13" [id=213, type=slice]; "214 slice_14" [id=214, type=slice]; "215 slice_15" [id=215, type=slice]; @@ -219,243 +219,243 @@ strict digraph { "217 cat_3" [id=217, type=cat]; "218 conv2d_16" [id=218, type=conv2d]; "219 relu_16" [id=219, type=relu]; -"220 quantize_per_tensor_default_21" [id=220, type=quantize_per_tensor]; -"221 dequantize_per_tensor_default_21" [id=221, type=dequantize_per_tensor]; +"220 quantize_per_tensor_default_21" [id=220, type="quantize_per_tensor"]; +"221 dequantize_per_tensor_default_21" [id=221, type="dequantize_per_tensor"]; "222 conv2d_17" [id=222, type=conv2d]; "223 relu_17" [id=223, type=relu]; -"224 quantize_per_tensor_default_22" [id=224, type=quantize_per_tensor]; -"225 dequantize_per_tensor_default_22" [id=225, type=dequantize_per_tensor]; +"224 quantize_per_tensor_default_22" [id=224, type="quantize_per_tensor"]; +"225 dequantize_per_tensor_default_22" [id=225, type="dequantize_per_tensor"]; "226 conv2d_18" [id=226, type=conv2d]; "227 output" [id=227, 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, 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]; 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+"225 dequantize_per_tensor_default_22" -> "226 conv2d_18" [style=solid, label=None]; +"226 conv2d_18" -> "227 output" [style=solid, label="(1, 12, 36, 36)"]; } 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 index 6467d652462..5051830b542 100644 --- 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 @@ -1,309 +1,309 @@ -strict digraph { -"0 class_token" [id=0, type=get_attr]; -"1 encoder_pos_embedding" [id=1, type=get_attr]; -"2 _scale_0" [id=2, type=get_attr]; -"3 _zero_point_0" [id=3, type=get_attr]; -"4 _frozen_param0" [id=4, type=get_attr]; -"5 dequantize_per_channel_default" [id=5, type=dequantize_per_channel]; -"6 conv_proj_bias" [id=6, type=get_attr]; -"7 encoder_layers_encoder_layer_0_ln_1_weight" [id=7, type=get_attr]; -"8 encoder_layers_encoder_layer_0_ln_1_bias" [id=8, type=get_attr]; -"9 _scale_1" [id=9, type=get_attr]; -"10 _zero_point_1" [id=10, type=get_attr]; -"11 _frozen_param1" [id=11, type=get_attr]; -"12 dequantize_per_channel_default_1" [id=12, type=dequantize_per_channel]; -"13 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" [id=13, type=get_attr]; -"14 _scale_2" [id=14, type=get_attr]; -"15 _zero_point_2" [id=15, type=get_attr]; -"16 _frozen_param2" [id=16, type=get_attr]; -"17 dequantize_per_channel_default_2" [id=17, type=dequantize_per_channel]; -"18 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" [id=18, type=get_attr]; -"19 encoder_layers_encoder_layer_0_ln_2_weight" [id=19, type=get_attr]; -"20 encoder_layers_encoder_layer_0_ln_2_bias" [id=20, type=get_attr]; -"21 _scale_3" [id=21, type=get_attr]; -"22 _zero_point_3" [id=22, type=get_attr]; -"23 _frozen_param3" [id=23, type=get_attr]; -"24 dequantize_per_channel_default_3" [id=24, type=dequantize_per_channel]; 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+"287 _frozen_param47" [id=287, type="get_attr"]; +"288 dequantize_per_channel_default_47" [id=288, type="dequantize_per_channel"]; +"289 encoder_layers_encoder_layer_11_mlp_0_bias" [id=289, type="get_attr"]; +"290 _scale_48" [id=290, type="get_attr"]; +"291 _zero_point_48" [id=291, type="get_attr"]; +"292 _frozen_param48" [id=292, type="get_attr"]; +"293 dequantize_per_channel_default_48" [id=293, type="dequantize_per_channel"]; +"294 encoder_layers_encoder_layer_11_mlp_3_bias" [id=294, type="get_attr"]; +"295 encoder_ln_weight" [id=295, type="get_attr"]; +"296 encoder_ln_bias" [id=296, type="get_attr"]; +"297 _scale_49" [id=297, type="get_attr"]; +"298 _zero_point_49" [id=298, type="get_attr"]; +"299 _frozen_param49" [id=299, type="get_attr"]; +"300 dequantize_per_channel_default_49" [id=300, type="dequantize_per_channel"]; +"301 heads_head_bias" [id=301, type="get_attr"]; "302 x" [id=302, type=input]; -"303 quantize_per_tensor_default" [id=303, type=quantize_per_tensor]; -"304 dequantize_per_tensor_default" [id=304, type=dequantize_per_tensor]; +"303 quantize_per_tensor_default" [id=303, type="quantize_per_tensor"]; +"304 dequantize_per_tensor_default" [id=304, type="dequantize_per_tensor"]; "305 conv2d" [id=305, type=conv2d]; "306 reshape" [id=306, type=reshape]; "307 permute" [id=307, type=permute]; @@ -311,9 +311,9 @@ strict digraph { "309 cat" [id=309, type=cat]; "310 add" [id=310, type=add]; "311 dropout" [id=311, type=dropout]; -"312 layer_norm" [id=312, type=layer_norm]; -"313 quantize_per_tensor_default_1" [id=313, type=quantize_per_tensor]; -"314 dequantize_per_tensor_default_1" [id=314, type=dequantize_per_tensor]; +"312 layer_norm" [id=312, type="layer_norm"]; +"313 quantize_per_tensor_default_1" [id=313, type="quantize_per_tensor"]; +"314 dequantize_per_tensor_default_1" [id=314, type="dequantize_per_tensor"]; "315 transpose" [id=315, type=transpose]; "316 linear" [id=316, type=linear]; "317 unflatten" [id=317, type=unflatten]; @@ -321,9 +321,9 @@ strict digraph { "319 transpose_1" [id=319, type=transpose]; "320 squeeze" [id=320, type=squeeze]; "321 contiguous" [id=321, type=contiguous]; -"322 quantize_per_tensor_default_2" [id=322, type=quantize_per_tensor]; -"323 dequantize_per_tensor_default_63" [id=323, type=dequantize_per_tensor]; -"324 dequantize_per_tensor_default_62" [id=324, type=dequantize_per_tensor]; +"322 quantize_per_tensor_default_2" [id=322, type="quantize_per_tensor"]; +"323 dequantize_per_tensor_default_63" [id=323, type="dequantize_per_tensor"]; +"324 dequantize_per_tensor_default_62" [id=324, type="dequantize_per_tensor"]; "325 select" [id=325, type=select]; "326 select_1" [id=326, type=select]; "327 select_2" [id=327, type=select]; @@ -336,9 +336,9 @@ strict digraph { "334 view_3" [id=334, type=view]; "335 view_4" [id=335, type=view]; "336 view_5" [id=336, type=view]; -"337 scaled_dot_product_attention" [id=337, type=scaled_dot_product_attention]; -"338 quantize_per_tensor_default_3" [id=338, type=quantize_per_tensor]; -"339 dequantize_per_tensor_default_3" [id=339, type=dequantize_per_tensor]; +"337 scaled_dot_product_attention" [id=337, type="scaled_dot_product_attention"]; +"338 quantize_per_tensor_default_3" [id=338, type="quantize_per_tensor"]; +"339 dequantize_per_tensor_default_3" [id=339, type="dequantize_per_tensor"]; "340 permute_1" [id=340, type=permute]; "341 view_6" [id=341, type=view]; "342 linear_1" [id=342, type=linear]; @@ -346,20 +346,20 @@ strict digraph { "344 transpose_5" [id=344, type=transpose]; "345 dropout_1" [id=345, type=dropout]; "346 add_1" [id=346, type=add]; -"347 layer_norm_1" [id=347, type=layer_norm]; -"348 quantize_per_tensor_default_4" [id=348, type=quantize_per_tensor]; -"349 dequantize_per_tensor_default_4" [id=349, type=dequantize_per_tensor]; +"347 layer_norm_1" [id=347, type="layer_norm"]; +"348 quantize_per_tensor_default_4" [id=348, type="quantize_per_tensor"]; +"349 dequantize_per_tensor_default_4" [id=349, type="dequantize_per_tensor"]; "350 linear_2" [id=350, type=linear]; "351 gelu" [id=351, type=gelu]; -"352 quantize_per_tensor_default_5" [id=352, type=quantize_per_tensor]; -"353 dequantize_per_tensor_default_5" [id=353, type=dequantize_per_tensor]; +"352 quantize_per_tensor_default_5" [id=352, type="quantize_per_tensor"]; +"353 dequantize_per_tensor_default_5" [id=353, type="dequantize_per_tensor"]; "354 dropout_2" [id=354, type=dropout]; "355 linear_3" [id=355, type=linear]; "356 dropout_3" [id=356, type=dropout]; "357 add_2" [id=357, type=add]; -"358 layer_norm_2" [id=358, type=layer_norm]; -"359 quantize_per_tensor_default_6" [id=359, type=quantize_per_tensor]; -"360 dequantize_per_tensor_default_6" [id=360, type=dequantize_per_tensor]; +"358 layer_norm_2" [id=358, type="layer_norm"]; +"359 quantize_per_tensor_default_6" [id=359, type="quantize_per_tensor"]; +"360 dequantize_per_tensor_default_6" [id=360, type="dequantize_per_tensor"]; "361 transpose_6" [id=361, type=transpose]; "362 linear_4" [id=362, type=linear]; "363 unflatten_1" [id=363, type=unflatten]; @@ -367,9 +367,9 @@ strict digraph { "365 transpose_7" [id=365, type=transpose]; "366 squeeze_1" [id=366, type=squeeze]; "367 contiguous_1" [id=367, type=contiguous]; -"368 quantize_per_tensor_default_7" [id=368, type=quantize_per_tensor]; -"369 dequantize_per_tensor_default_65" [id=369, type=dequantize_per_tensor]; -"370 dequantize_per_tensor_default_64" [id=370, type=dequantize_per_tensor]; +"368 quantize_per_tensor_default_7" [id=368, type="quantize_per_tensor"]; +"369 dequantize_per_tensor_default_65" [id=369, type="dequantize_per_tensor"]; +"370 dequantize_per_tensor_default_64" [id=370, type="dequantize_per_tensor"]; "371 select_3" [id=371, type=select]; "372 select_4" [id=372, type=select]; "373 select_5" [id=373, type=select]; @@ -382,9 +382,9 @@ strict digraph { "380 view_11" [id=380, type=view]; "381 view_12" [id=381, type=view]; "382 view_13" [id=382, type=view]; -"383 scaled_dot_product_attention_1" [id=383, type=scaled_dot_product_attention]; -"384 quantize_per_tensor_default_8" [id=384, type=quantize_per_tensor]; -"385 dequantize_per_tensor_default_8" [id=385, type=dequantize_per_tensor]; +"383 scaled_dot_product_attention_1" [id=383, type="scaled_dot_product_attention"]; +"384 quantize_per_tensor_default_8" [id=384, type="quantize_per_tensor"]; +"385 dequantize_per_tensor_default_8" [id=385, type="dequantize_per_tensor"]; "386 permute_2" [id=386, type=permute]; "387 view_14" [id=387, type=view]; "388 linear_5" [id=388, type=linear]; @@ -392,20 +392,20 @@ strict digraph { "390 transpose_11" [id=390, type=transpose]; "391 dropout_4" [id=391, type=dropout]; "392 add_3" [id=392, type=add]; -"393 layer_norm_3" [id=393, type=layer_norm]; -"394 quantize_per_tensor_default_9" [id=394, type=quantize_per_tensor]; -"395 dequantize_per_tensor_default_9" [id=395, type=dequantize_per_tensor]; +"393 layer_norm_3" [id=393, type="layer_norm"]; +"394 quantize_per_tensor_default_9" [id=394, type="quantize_per_tensor"]; +"395 dequantize_per_tensor_default_9" [id=395, type="dequantize_per_tensor"]; "396 linear_6" [id=396, type=linear]; "397 gelu_1" [id=397, type=gelu]; -"398 quantize_per_tensor_default_10" [id=398, type=quantize_per_tensor]; -"399 dequantize_per_tensor_default_10" [id=399, type=dequantize_per_tensor]; +"398 quantize_per_tensor_default_10" [id=398, type="quantize_per_tensor"]; +"399 dequantize_per_tensor_default_10" [id=399, type="dequantize_per_tensor"]; "400 dropout_5" [id=400, type=dropout]; "401 linear_7" [id=401, type=linear]; "402 dropout_6" [id=402, type=dropout]; "403 add_4" [id=403, type=add]; -"404 layer_norm_4" [id=404, type=layer_norm]; -"405 quantize_per_tensor_default_11" [id=405, type=quantize_per_tensor]; -"406 dequantize_per_tensor_default_11" [id=406, type=dequantize_per_tensor]; +"404 layer_norm_4" [id=404, type="layer_norm"]; +"405 quantize_per_tensor_default_11" [id=405, type="quantize_per_tensor"]; +"406 dequantize_per_tensor_default_11" [id=406, type="dequantize_per_tensor"]; "407 transpose_12" [id=407, type=transpose]; "408 linear_8" [id=408, type=linear]; "409 unflatten_2" [id=409, type=unflatten]; @@ -413,9 +413,9 @@ strict digraph { "411 transpose_13" [id=411, type=transpose]; "412 squeeze_2" [id=412, type=squeeze]; "413 contiguous_2" [id=413, type=contiguous]; -"414 quantize_per_tensor_default_12" [id=414, type=quantize_per_tensor]; -"415 dequantize_per_tensor_default_67" [id=415, type=dequantize_per_tensor]; -"416 dequantize_per_tensor_default_66" [id=416, type=dequantize_per_tensor]; +"414 quantize_per_tensor_default_12" [id=414, type="quantize_per_tensor"]; +"415 dequantize_per_tensor_default_67" [id=415, type="dequantize_per_tensor"]; +"416 dequantize_per_tensor_default_66" [id=416, type="dequantize_per_tensor"]; "417 select_6" [id=417, type=select]; "418 select_7" [id=418, type=select]; "419 select_8" [id=419, type=select]; @@ -428,9 +428,9 @@ strict digraph { "426 view_19" [id=426, type=view]; "427 view_20" [id=427, type=view]; "428 view_21" [id=428, type=view]; -"429 scaled_dot_product_attention_2" [id=429, type=scaled_dot_product_attention]; -"430 quantize_per_tensor_default_13" [id=430, type=quantize_per_tensor]; -"431 dequantize_per_tensor_default_13" [id=431, type=dequantize_per_tensor]; +"429 scaled_dot_product_attention_2" [id=429, type="scaled_dot_product_attention"]; +"430 quantize_per_tensor_default_13" [id=430, type="quantize_per_tensor"]; +"431 dequantize_per_tensor_default_13" [id=431, type="dequantize_per_tensor"]; "432 permute_3" [id=432, type=permute]; "433 view_22" [id=433, type=view]; "434 linear_9" [id=434, type=linear]; @@ -438,20 +438,20 @@ strict digraph { "436 transpose_17" [id=436, type=transpose]; "437 dropout_7" [id=437, type=dropout]; "438 add_5" [id=438, type=add]; -"439 layer_norm_5" [id=439, type=layer_norm]; -"440 quantize_per_tensor_default_14" [id=440, type=quantize_per_tensor]; -"441 dequantize_per_tensor_default_14" [id=441, type=dequantize_per_tensor]; +"439 layer_norm_5" [id=439, type="layer_norm"]; +"440 quantize_per_tensor_default_14" [id=440, type="quantize_per_tensor"]; +"441 dequantize_per_tensor_default_14" [id=441, type="dequantize_per_tensor"]; "442 linear_10" [id=442, type=linear]; "443 gelu_2" [id=443, type=gelu]; -"444 quantize_per_tensor_default_15" [id=444, type=quantize_per_tensor]; -"445 dequantize_per_tensor_default_15" [id=445, type=dequantize_per_tensor]; +"444 quantize_per_tensor_default_15" [id=444, type="quantize_per_tensor"]; +"445 dequantize_per_tensor_default_15" [id=445, type="dequantize_per_tensor"]; "446 dropout_8" [id=446, type=dropout]; "447 linear_11" [id=447, type=linear]; "448 dropout_9" [id=448, type=dropout]; "449 add_6" [id=449, type=add]; -"450 layer_norm_6" [id=450, type=layer_norm]; -"451 quantize_per_tensor_default_16" [id=451, type=quantize_per_tensor]; -"452 dequantize_per_tensor_default_16" [id=452, type=dequantize_per_tensor]; +"450 layer_norm_6" [id=450, type="layer_norm"]; +"451 quantize_per_tensor_default_16" [id=451, type="quantize_per_tensor"]; +"452 dequantize_per_tensor_default_16" [id=452, type="dequantize_per_tensor"]; "453 transpose_18" [id=453, type=transpose]; "454 linear_12" [id=454, type=linear]; "455 unflatten_3" [id=455, type=unflatten]; @@ -459,9 +459,9 @@ strict digraph { "457 transpose_19" [id=457, type=transpose]; "458 squeeze_3" [id=458, type=squeeze]; "459 contiguous_3" [id=459, type=contiguous]; -"460 quantize_per_tensor_default_17" [id=460, type=quantize_per_tensor]; -"461 dequantize_per_tensor_default_69" [id=461, type=dequantize_per_tensor]; -"462 dequantize_per_tensor_default_68" [id=462, type=dequantize_per_tensor]; +"460 quantize_per_tensor_default_17" [id=460, type="quantize_per_tensor"]; +"461 dequantize_per_tensor_default_69" [id=461, type="dequantize_per_tensor"]; +"462 dequantize_per_tensor_default_68" [id=462, type="dequantize_per_tensor"]; "463 select_9" [id=463, type=select]; "464 select_10" [id=464, type=select]; "465 select_11" [id=465, type=select]; @@ -474,9 +474,9 @@ strict digraph { "472 view_27" [id=472, type=view]; "473 view_28" [id=473, type=view]; "474 view_29" [id=474, type=view]; -"475 scaled_dot_product_attention_3" [id=475, type=scaled_dot_product_attention]; -"476 quantize_per_tensor_default_18" [id=476, type=quantize_per_tensor]; -"477 dequantize_per_tensor_default_18" [id=477, type=dequantize_per_tensor]; +"475 scaled_dot_product_attention_3" [id=475, type="scaled_dot_product_attention"]; +"476 quantize_per_tensor_default_18" [id=476, type="quantize_per_tensor"]; +"477 dequantize_per_tensor_default_18" [id=477, type="dequantize_per_tensor"]; "478 permute_4" [id=478, type=permute]; "479 view_30" [id=479, type=view]; "480 linear_13" [id=480, type=linear]; @@ -484,20 +484,20 @@ strict digraph { "482 transpose_23" [id=482, type=transpose]; "483 dropout_10" [id=483, type=dropout]; "484 add_7" [id=484, type=add]; -"485 layer_norm_7" [id=485, type=layer_norm]; -"486 quantize_per_tensor_default_19" [id=486, type=quantize_per_tensor]; -"487 dequantize_per_tensor_default_19" [id=487, type=dequantize_per_tensor]; +"485 layer_norm_7" [id=485, type="layer_norm"]; +"486 quantize_per_tensor_default_19" [id=486, type="quantize_per_tensor"]; +"487 dequantize_per_tensor_default_19" [id=487, type="dequantize_per_tensor"]; "488 linear_14" [id=488, type=linear]; "489 gelu_3" [id=489, type=gelu]; -"490 quantize_per_tensor_default_20" [id=490, type=quantize_per_tensor]; -"491 dequantize_per_tensor_default_20" [id=491, type=dequantize_per_tensor]; +"490 quantize_per_tensor_default_20" [id=490, type="quantize_per_tensor"]; +"491 dequantize_per_tensor_default_20" [id=491, type="dequantize_per_tensor"]; "492 dropout_11" [id=492, type=dropout]; "493 linear_15" [id=493, type=linear]; "494 dropout_12" [id=494, type=dropout]; "495 add_8" [id=495, type=add]; -"496 layer_norm_8" [id=496, type=layer_norm]; -"497 quantize_per_tensor_default_21" [id=497, type=quantize_per_tensor]; -"498 dequantize_per_tensor_default_21" [id=498, type=dequantize_per_tensor]; +"496 layer_norm_8" [id=496, type="layer_norm"]; +"497 quantize_per_tensor_default_21" [id=497, type="quantize_per_tensor"]; +"498 dequantize_per_tensor_default_21" [id=498, type="dequantize_per_tensor"]; "499 transpose_24" [id=499, type=transpose]; "500 linear_16" [id=500, type=linear]; "501 unflatten_4" [id=501, type=unflatten]; @@ -505,9 +505,9 @@ strict digraph { "503 transpose_25" [id=503, type=transpose]; "504 squeeze_4" [id=504, type=squeeze]; "505 contiguous_4" [id=505, type=contiguous]; -"506 quantize_per_tensor_default_22" [id=506, type=quantize_per_tensor]; -"507 dequantize_per_tensor_default_71" [id=507, type=dequantize_per_tensor]; -"508 dequantize_per_tensor_default_70" [id=508, type=dequantize_per_tensor]; +"506 quantize_per_tensor_default_22" [id=506, type="quantize_per_tensor"]; +"507 dequantize_per_tensor_default_71" [id=507, type="dequantize_per_tensor"]; +"508 dequantize_per_tensor_default_70" [id=508, type="dequantize_per_tensor"]; "509 select_12" [id=509, type=select]; "510 select_13" [id=510, type=select]; "511 select_14" [id=511, type=select]; @@ -520,9 +520,9 @@ strict digraph { "518 view_35" [id=518, type=view]; "519 view_36" [id=519, type=view]; "520 view_37" [id=520, type=view]; -"521 scaled_dot_product_attention_4" [id=521, type=scaled_dot_product_attention]; -"522 quantize_per_tensor_default_23" [id=522, type=quantize_per_tensor]; -"523 dequantize_per_tensor_default_23" [id=523, type=dequantize_per_tensor]; +"521 scaled_dot_product_attention_4" [id=521, type="scaled_dot_product_attention"]; +"522 quantize_per_tensor_default_23" [id=522, type="quantize_per_tensor"]; +"523 dequantize_per_tensor_default_23" [id=523, type="dequantize_per_tensor"]; "524 permute_5" [id=524, type=permute]; "525 view_38" [id=525, type=view]; "526 linear_17" [id=526, type=linear]; @@ -530,20 +530,20 @@ strict digraph { "528 transpose_29" [id=528, type=transpose]; "529 dropout_13" [id=529, type=dropout]; "530 add_9" [id=530, type=add]; -"531 layer_norm_9" [id=531, type=layer_norm]; -"532 quantize_per_tensor_default_24" [id=532, type=quantize_per_tensor]; -"533 dequantize_per_tensor_default_24" [id=533, type=dequantize_per_tensor]; +"531 layer_norm_9" [id=531, type="layer_norm"]; +"532 quantize_per_tensor_default_24" [id=532, type="quantize_per_tensor"]; +"533 dequantize_per_tensor_default_24" [id=533, type="dequantize_per_tensor"]; "534 linear_18" [id=534, type=linear]; "535 gelu_4" [id=535, type=gelu]; -"536 quantize_per_tensor_default_25" [id=536, type=quantize_per_tensor]; -"537 dequantize_per_tensor_default_25" [id=537, type=dequantize_per_tensor]; +"536 quantize_per_tensor_default_25" [id=536, type="quantize_per_tensor"]; +"537 dequantize_per_tensor_default_25" [id=537, type="dequantize_per_tensor"]; "538 dropout_14" [id=538, type=dropout]; "539 linear_19" [id=539, type=linear]; "540 dropout_15" [id=540, type=dropout]; "541 add_10" [id=541, type=add]; -"542 layer_norm_10" [id=542, type=layer_norm]; -"543 quantize_per_tensor_default_26" [id=543, type=quantize_per_tensor]; -"544 dequantize_per_tensor_default_26" [id=544, type=dequantize_per_tensor]; +"542 layer_norm_10" [id=542, type="layer_norm"]; +"543 quantize_per_tensor_default_26" [id=543, type="quantize_per_tensor"]; +"544 dequantize_per_tensor_default_26" [id=544, type="dequantize_per_tensor"]; "545 transpose_30" [id=545, type=transpose]; "546 linear_20" [id=546, type=linear]; "547 unflatten_5" [id=547, type=unflatten]; @@ -551,9 +551,9 @@ strict digraph { "549 transpose_31" [id=549, type=transpose]; "550 squeeze_5" [id=550, type=squeeze]; "551 contiguous_5" [id=551, type=contiguous]; -"552 quantize_per_tensor_default_27" [id=552, type=quantize_per_tensor]; -"553 dequantize_per_tensor_default_73" [id=553, type=dequantize_per_tensor]; -"554 dequantize_per_tensor_default_72" [id=554, type=dequantize_per_tensor]; +"552 quantize_per_tensor_default_27" [id=552, type="quantize_per_tensor"]; +"553 dequantize_per_tensor_default_73" [id=553, type="dequantize_per_tensor"]; +"554 dequantize_per_tensor_default_72" [id=554, type="dequantize_per_tensor"]; "555 select_15" [id=555, type=select]; "556 select_16" [id=556, type=select]; "557 select_17" [id=557, type=select]; @@ -566,9 +566,9 @@ strict digraph { "564 view_43" [id=564, type=view]; "565 view_44" [id=565, type=view]; "566 view_45" [id=566, type=view]; -"567 scaled_dot_product_attention_5" [id=567, type=scaled_dot_product_attention]; -"568 quantize_per_tensor_default_28" [id=568, type=quantize_per_tensor]; -"569 dequantize_per_tensor_default_28" [id=569, type=dequantize_per_tensor]; +"567 scaled_dot_product_attention_5" [id=567, type="scaled_dot_product_attention"]; +"568 quantize_per_tensor_default_28" [id=568, type="quantize_per_tensor"]; +"569 dequantize_per_tensor_default_28" [id=569, type="dequantize_per_tensor"]; "570 permute_6" [id=570, type=permute]; "571 view_46" [id=571, type=view]; "572 linear_21" [id=572, type=linear]; @@ -576,20 +576,20 @@ strict digraph { "574 transpose_35" [id=574, type=transpose]; "575 dropout_16" [id=575, type=dropout]; "576 add_11" [id=576, type=add]; -"577 layer_norm_11" [id=577, type=layer_norm]; -"578 quantize_per_tensor_default_29" [id=578, type=quantize_per_tensor]; -"579 dequantize_per_tensor_default_29" [id=579, type=dequantize_per_tensor]; +"577 layer_norm_11" [id=577, type="layer_norm"]; +"578 quantize_per_tensor_default_29" [id=578, type="quantize_per_tensor"]; +"579 dequantize_per_tensor_default_29" [id=579, type="dequantize_per_tensor"]; "580 linear_22" [id=580, type=linear]; "581 gelu_5" [id=581, type=gelu]; -"582 quantize_per_tensor_default_30" [id=582, type=quantize_per_tensor]; -"583 dequantize_per_tensor_default_30" [id=583, type=dequantize_per_tensor]; +"582 quantize_per_tensor_default_30" [id=582, type="quantize_per_tensor"]; +"583 dequantize_per_tensor_default_30" [id=583, type="dequantize_per_tensor"]; "584 dropout_17" [id=584, type=dropout]; "585 linear_23" [id=585, type=linear]; "586 dropout_18" [id=586, type=dropout]; "587 add_12" [id=587, type=add]; -"588 layer_norm_12" [id=588, type=layer_norm]; -"589 quantize_per_tensor_default_31" [id=589, type=quantize_per_tensor]; -"590 dequantize_per_tensor_default_31" [id=590, type=dequantize_per_tensor]; +"588 layer_norm_12" [id=588, type="layer_norm"]; +"589 quantize_per_tensor_default_31" [id=589, type="quantize_per_tensor"]; +"590 dequantize_per_tensor_default_31" [id=590, type="dequantize_per_tensor"]; "591 transpose_36" [id=591, type=transpose]; "592 linear_24" [id=592, type=linear]; "593 unflatten_6" [id=593, type=unflatten]; @@ -597,9 +597,9 @@ strict digraph { "595 transpose_37" [id=595, type=transpose]; "596 squeeze_6" [id=596, type=squeeze]; "597 contiguous_6" [id=597, type=contiguous]; -"598 quantize_per_tensor_default_32" [id=598, type=quantize_per_tensor]; -"599 dequantize_per_tensor_default_75" [id=599, type=dequantize_per_tensor]; -"600 dequantize_per_tensor_default_74" [id=600, type=dequantize_per_tensor]; +"598 quantize_per_tensor_default_32" [id=598, type="quantize_per_tensor"]; +"599 dequantize_per_tensor_default_75" [id=599, type="dequantize_per_tensor"]; +"600 dequantize_per_tensor_default_74" [id=600, type="dequantize_per_tensor"]; "601 select_18" [id=601, type=select]; "602 select_19" [id=602, type=select]; "603 select_20" [id=603, type=select]; @@ -612,9 +612,9 @@ strict digraph { "610 view_51" [id=610, type=view]; "611 view_52" [id=611, type=view]; "612 view_53" [id=612, type=view]; -"613 scaled_dot_product_attention_6" [id=613, type=scaled_dot_product_attention]; -"614 quantize_per_tensor_default_33" [id=614, type=quantize_per_tensor]; -"615 dequantize_per_tensor_default_33" [id=615, type=dequantize_per_tensor]; +"613 scaled_dot_product_attention_6" [id=613, type="scaled_dot_product_attention"]; +"614 quantize_per_tensor_default_33" [id=614, type="quantize_per_tensor"]; +"615 dequantize_per_tensor_default_33" [id=615, type="dequantize_per_tensor"]; "616 permute_7" [id=616, type=permute]; "617 view_54" [id=617, type=view]; "618 linear_25" [id=618, type=linear]; @@ -622,20 +622,20 @@ strict digraph { "620 transpose_41" [id=620, type=transpose]; "621 dropout_19" [id=621, type=dropout]; "622 add_13" [id=622, type=add]; -"623 layer_norm_13" [id=623, type=layer_norm]; -"624 quantize_per_tensor_default_34" [id=624, type=quantize_per_tensor]; -"625 dequantize_per_tensor_default_34" [id=625, type=dequantize_per_tensor]; +"623 layer_norm_13" [id=623, type="layer_norm"]; +"624 quantize_per_tensor_default_34" [id=624, type="quantize_per_tensor"]; +"625 dequantize_per_tensor_default_34" [id=625, type="dequantize_per_tensor"]; "626 linear_26" [id=626, type=linear]; "627 gelu_6" [id=627, type=gelu]; -"628 quantize_per_tensor_default_35" [id=628, type=quantize_per_tensor]; -"629 dequantize_per_tensor_default_35" [id=629, type=dequantize_per_tensor]; +"628 quantize_per_tensor_default_35" [id=628, type="quantize_per_tensor"]; +"629 dequantize_per_tensor_default_35" [id=629, type="dequantize_per_tensor"]; "630 dropout_20" [id=630, type=dropout]; "631 linear_27" [id=631, type=linear]; "632 dropout_21" [id=632, type=dropout]; "633 add_14" [id=633, type=add]; -"634 layer_norm_14" [id=634, type=layer_norm]; -"635 quantize_per_tensor_default_36" [id=635, type=quantize_per_tensor]; -"636 dequantize_per_tensor_default_36" [id=636, type=dequantize_per_tensor]; +"634 layer_norm_14" [id=634, type="layer_norm"]; +"635 quantize_per_tensor_default_36" [id=635, type="quantize_per_tensor"]; +"636 dequantize_per_tensor_default_36" [id=636, type="dequantize_per_tensor"]; "637 transpose_42" [id=637, type=transpose]; "638 linear_28" [id=638, type=linear]; "639 unflatten_7" [id=639, type=unflatten]; @@ -643,9 +643,9 @@ strict digraph { "641 transpose_43" [id=641, type=transpose]; "642 squeeze_7" [id=642, type=squeeze]; "643 contiguous_7" [id=643, type=contiguous]; -"644 quantize_per_tensor_default_37" [id=644, type=quantize_per_tensor]; -"645 dequantize_per_tensor_default_77" [id=645, type=dequantize_per_tensor]; -"646 dequantize_per_tensor_default_76" [id=646, type=dequantize_per_tensor]; +"644 quantize_per_tensor_default_37" [id=644, type="quantize_per_tensor"]; +"645 dequantize_per_tensor_default_77" [id=645, type="dequantize_per_tensor"]; +"646 dequantize_per_tensor_default_76" [id=646, type="dequantize_per_tensor"]; "647 select_21" [id=647, type=select]; "648 select_22" [id=648, type=select]; "649 select_23" [id=649, type=select]; @@ -658,9 +658,9 @@ strict digraph { "656 view_59" [id=656, type=view]; "657 view_60" [id=657, type=view]; "658 view_61" [id=658, type=view]; -"659 scaled_dot_product_attention_7" [id=659, type=scaled_dot_product_attention]; -"660 quantize_per_tensor_default_38" [id=660, type=quantize_per_tensor]; -"661 dequantize_per_tensor_default_38" [id=661, type=dequantize_per_tensor]; +"659 scaled_dot_product_attention_7" [id=659, type="scaled_dot_product_attention"]; +"660 quantize_per_tensor_default_38" [id=660, type="quantize_per_tensor"]; +"661 dequantize_per_tensor_default_38" [id=661, type="dequantize_per_tensor"]; "662 permute_8" [id=662, type=permute]; "663 view_62" [id=663, type=view]; "664 linear_29" [id=664, type=linear]; @@ -668,20 +668,20 @@ strict digraph { "666 transpose_47" [id=666, type=transpose]; "667 dropout_22" [id=667, type=dropout]; "668 add_15" [id=668, type=add]; -"669 layer_norm_15" [id=669, type=layer_norm]; -"670 quantize_per_tensor_default_39" [id=670, type=quantize_per_tensor]; -"671 dequantize_per_tensor_default_39" [id=671, type=dequantize_per_tensor]; +"669 layer_norm_15" [id=669, type="layer_norm"]; +"670 quantize_per_tensor_default_39" [id=670, type="quantize_per_tensor"]; +"671 dequantize_per_tensor_default_39" [id=671, type="dequantize_per_tensor"]; "672 linear_30" [id=672, type=linear]; "673 gelu_7" [id=673, type=gelu]; -"674 quantize_per_tensor_default_40" [id=674, type=quantize_per_tensor]; -"675 dequantize_per_tensor_default_40" [id=675, type=dequantize_per_tensor]; +"674 quantize_per_tensor_default_40" [id=674, type="quantize_per_tensor"]; +"675 dequantize_per_tensor_default_40" [id=675, type="dequantize_per_tensor"]; "676 dropout_23" [id=676, type=dropout]; "677 linear_31" [id=677, type=linear]; "678 dropout_24" [id=678, type=dropout]; "679 add_16" [id=679, type=add]; -"680 layer_norm_16" [id=680, type=layer_norm]; -"681 quantize_per_tensor_default_41" [id=681, type=quantize_per_tensor]; -"682 dequantize_per_tensor_default_41" [id=682, type=dequantize_per_tensor]; +"680 layer_norm_16" [id=680, type="layer_norm"]; +"681 quantize_per_tensor_default_41" [id=681, type="quantize_per_tensor"]; +"682 dequantize_per_tensor_default_41" [id=682, type="dequantize_per_tensor"]; "683 transpose_48" [id=683, type=transpose]; "684 linear_32" [id=684, type=linear]; "685 unflatten_8" [id=685, type=unflatten]; @@ -689,9 +689,9 @@ strict digraph { "687 transpose_49" [id=687, type=transpose]; "688 squeeze_8" [id=688, type=squeeze]; "689 contiguous_8" [id=689, type=contiguous]; -"690 quantize_per_tensor_default_42" [id=690, type=quantize_per_tensor]; -"691 dequantize_per_tensor_default_79" [id=691, type=dequantize_per_tensor]; -"692 dequantize_per_tensor_default_78" [id=692, type=dequantize_per_tensor]; +"690 quantize_per_tensor_default_42" [id=690, type="quantize_per_tensor"]; +"691 dequantize_per_tensor_default_79" [id=691, type="dequantize_per_tensor"]; +"692 dequantize_per_tensor_default_78" [id=692, type="dequantize_per_tensor"]; "693 select_24" [id=693, type=select]; "694 select_25" [id=694, type=select]; "695 select_26" [id=695, type=select]; @@ -704,9 +704,9 @@ strict digraph { "702 view_67" [id=702, type=view]; "703 view_68" [id=703, type=view]; "704 view_69" [id=704, type=view]; -"705 scaled_dot_product_attention_8" [id=705, type=scaled_dot_product_attention]; -"706 quantize_per_tensor_default_43" [id=706, type=quantize_per_tensor]; -"707 dequantize_per_tensor_default_43" [id=707, type=dequantize_per_tensor]; +"705 scaled_dot_product_attention_8" [id=705, type="scaled_dot_product_attention"]; +"706 quantize_per_tensor_default_43" [id=706, type="quantize_per_tensor"]; +"707 dequantize_per_tensor_default_43" [id=707, type="dequantize_per_tensor"]; "708 permute_9" [id=708, type=permute]; "709 view_70" [id=709, type=view]; "710 linear_33" [id=710, type=linear]; @@ -714,20 +714,20 @@ strict digraph { "712 transpose_53" [id=712, type=transpose]; "713 dropout_25" [id=713, type=dropout]; "714 add_17" [id=714, type=add]; -"715 layer_norm_17" [id=715, type=layer_norm]; -"716 quantize_per_tensor_default_44" [id=716, type=quantize_per_tensor]; -"717 dequantize_per_tensor_default_44" [id=717, type=dequantize_per_tensor]; +"715 layer_norm_17" [id=715, type="layer_norm"]; +"716 quantize_per_tensor_default_44" [id=716, type="quantize_per_tensor"]; +"717 dequantize_per_tensor_default_44" [id=717, type="dequantize_per_tensor"]; "718 linear_34" [id=718, type=linear]; "719 gelu_8" [id=719, type=gelu]; -"720 quantize_per_tensor_default_45" [id=720, type=quantize_per_tensor]; -"721 dequantize_per_tensor_default_45" [id=721, type=dequantize_per_tensor]; +"720 quantize_per_tensor_default_45" [id=720, type="quantize_per_tensor"]; +"721 dequantize_per_tensor_default_45" [id=721, type="dequantize_per_tensor"]; "722 dropout_26" [id=722, type=dropout]; "723 linear_35" [id=723, type=linear]; "724 dropout_27" [id=724, type=dropout]; "725 add_18" [id=725, type=add]; -"726 layer_norm_18" [id=726, type=layer_norm]; -"727 quantize_per_tensor_default_46" [id=727, type=quantize_per_tensor]; -"728 dequantize_per_tensor_default_46" [id=728, type=dequantize_per_tensor]; +"726 layer_norm_18" [id=726, type="layer_norm"]; +"727 quantize_per_tensor_default_46" [id=727, type="quantize_per_tensor"]; +"728 dequantize_per_tensor_default_46" [id=728, type="dequantize_per_tensor"]; "729 transpose_54" [id=729, type=transpose]; "730 linear_36" [id=730, type=linear]; "731 unflatten_9" [id=731, type=unflatten]; @@ -735,9 +735,9 @@ strict digraph { "733 transpose_55" [id=733, type=transpose]; "734 squeeze_9" [id=734, type=squeeze]; "735 contiguous_9" [id=735, type=contiguous]; -"736 quantize_per_tensor_default_47" [id=736, type=quantize_per_tensor]; -"737 dequantize_per_tensor_default_81" [id=737, type=dequantize_per_tensor]; -"738 dequantize_per_tensor_default_80" [id=738, type=dequantize_per_tensor]; +"736 quantize_per_tensor_default_47" [id=736, type="quantize_per_tensor"]; +"737 dequantize_per_tensor_default_81" [id=737, type="dequantize_per_tensor"]; +"738 dequantize_per_tensor_default_80" [id=738, type="dequantize_per_tensor"]; "739 select_27" [id=739, type=select]; "740 select_28" [id=740, type=select]; "741 select_29" [id=741, type=select]; @@ -750,9 +750,9 @@ strict digraph { "748 view_75" [id=748, type=view]; "749 view_76" [id=749, type=view]; "750 view_77" [id=750, type=view]; -"751 scaled_dot_product_attention_9" [id=751, type=scaled_dot_product_attention]; -"752 quantize_per_tensor_default_48" [id=752, type=quantize_per_tensor]; -"753 dequantize_per_tensor_default_48" [id=753, type=dequantize_per_tensor]; +"751 scaled_dot_product_attention_9" [id=751, type="scaled_dot_product_attention"]; +"752 quantize_per_tensor_default_48" [id=752, type="quantize_per_tensor"]; +"753 dequantize_per_tensor_default_48" [id=753, type="dequantize_per_tensor"]; "754 permute_10" [id=754, type=permute]; "755 view_78" [id=755, type=view]; "756 linear_37" [id=756, type=linear]; @@ -760,20 +760,20 @@ strict digraph { "758 transpose_59" [id=758, type=transpose]; "759 dropout_28" [id=759, type=dropout]; "760 add_19" [id=760, type=add]; -"761 layer_norm_19" [id=761, type=layer_norm]; -"762 quantize_per_tensor_default_49" [id=762, type=quantize_per_tensor]; -"763 dequantize_per_tensor_default_49" [id=763, type=dequantize_per_tensor]; +"761 layer_norm_19" [id=761, type="layer_norm"]; +"762 quantize_per_tensor_default_49" [id=762, type="quantize_per_tensor"]; +"763 dequantize_per_tensor_default_49" [id=763, type="dequantize_per_tensor"]; "764 linear_38" [id=764, type=linear]; "765 gelu_9" [id=765, type=gelu]; -"766 quantize_per_tensor_default_50" [id=766, type=quantize_per_tensor]; -"767 dequantize_per_tensor_default_50" [id=767, type=dequantize_per_tensor]; +"766 quantize_per_tensor_default_50" [id=766, type="quantize_per_tensor"]; +"767 dequantize_per_tensor_default_50" [id=767, type="dequantize_per_tensor"]; "768 dropout_29" [id=768, type=dropout]; "769 linear_39" [id=769, type=linear]; "770 dropout_30" [id=770, type=dropout]; "771 add_20" [id=771, type=add]; -"772 layer_norm_20" [id=772, type=layer_norm]; -"773 quantize_per_tensor_default_51" [id=773, type=quantize_per_tensor]; -"774 dequantize_per_tensor_default_51" [id=774, type=dequantize_per_tensor]; +"772 layer_norm_20" [id=772, type="layer_norm"]; +"773 quantize_per_tensor_default_51" [id=773, type="quantize_per_tensor"]; +"774 dequantize_per_tensor_default_51" [id=774, type="dequantize_per_tensor"]; "775 transpose_60" [id=775, type=transpose]; "776 linear_40" [id=776, type=linear]; "777 unflatten_10" [id=777, type=unflatten]; @@ -781,9 +781,9 @@ strict digraph { "779 transpose_61" [id=779, type=transpose]; "780 squeeze_10" [id=780, type=squeeze]; "781 contiguous_10" [id=781, type=contiguous]; -"782 quantize_per_tensor_default_52" [id=782, type=quantize_per_tensor]; -"783 dequantize_per_tensor_default_83" [id=783, type=dequantize_per_tensor]; -"784 dequantize_per_tensor_default_82" [id=784, type=dequantize_per_tensor]; +"782 quantize_per_tensor_default_52" [id=782, type="quantize_per_tensor"]; +"783 dequantize_per_tensor_default_83" [id=783, type="dequantize_per_tensor"]; +"784 dequantize_per_tensor_default_82" [id=784, type="dequantize_per_tensor"]; "785 select_30" [id=785, type=select]; "786 select_31" [id=786, type=select]; "787 select_32" [id=787, type=select]; @@ -796,9 +796,9 @@ strict digraph { "794 view_83" [id=794, type=view]; "795 view_84" [id=795, type=view]; "796 view_85" [id=796, type=view]; -"797 scaled_dot_product_attention_10" [id=797, type=scaled_dot_product_attention]; -"798 quantize_per_tensor_default_53" [id=798, type=quantize_per_tensor]; -"799 dequantize_per_tensor_default_53" [id=799, type=dequantize_per_tensor]; +"797 scaled_dot_product_attention_10" [id=797, type="scaled_dot_product_attention"]; +"798 quantize_per_tensor_default_53" [id=798, type="quantize_per_tensor"]; +"799 dequantize_per_tensor_default_53" [id=799, type="dequantize_per_tensor"]; "800 permute_11" [id=800, type=permute]; "801 view_86" [id=801, type=view]; "802 linear_41" [id=802, type=linear]; @@ -806,20 +806,20 @@ strict digraph { "804 transpose_65" [id=804, type=transpose]; "805 dropout_31" [id=805, type=dropout]; "806 add_21" [id=806, type=add]; -"807 layer_norm_21" [id=807, type=layer_norm]; -"808 quantize_per_tensor_default_54" [id=808, type=quantize_per_tensor]; -"809 dequantize_per_tensor_default_54" [id=809, type=dequantize_per_tensor]; +"807 layer_norm_21" [id=807, type="layer_norm"]; +"808 quantize_per_tensor_default_54" [id=808, type="quantize_per_tensor"]; +"809 dequantize_per_tensor_default_54" [id=809, type="dequantize_per_tensor"]; "810 linear_42" [id=810, type=linear]; "811 gelu_10" [id=811, type=gelu]; -"812 quantize_per_tensor_default_55" [id=812, type=quantize_per_tensor]; -"813 dequantize_per_tensor_default_55" [id=813, type=dequantize_per_tensor]; +"812 quantize_per_tensor_default_55" [id=812, type="quantize_per_tensor"]; +"813 dequantize_per_tensor_default_55" [id=813, type="dequantize_per_tensor"]; "814 dropout_32" [id=814, type=dropout]; "815 linear_43" [id=815, type=linear]; "816 dropout_33" [id=816, type=dropout]; "817 add_22" [id=817, type=add]; -"818 layer_norm_22" [id=818, type=layer_norm]; -"819 quantize_per_tensor_default_56" [id=819, type=quantize_per_tensor]; -"820 dequantize_per_tensor_default_56" [id=820, type=dequantize_per_tensor]; +"818 layer_norm_22" [id=818, type="layer_norm"]; +"819 quantize_per_tensor_default_56" [id=819, type="quantize_per_tensor"]; +"820 dequantize_per_tensor_default_56" [id=820, type="dequantize_per_tensor"]; "821 transpose_66" [id=821, type=transpose]; "822 linear_44" [id=822, type=linear]; "823 unflatten_11" [id=823, type=unflatten]; @@ -827,9 +827,9 @@ strict digraph { "825 transpose_67" [id=825, type=transpose]; "826 squeeze_11" [id=826, type=squeeze]; "827 contiguous_11" [id=827, type=contiguous]; -"828 quantize_per_tensor_default_57" [id=828, type=quantize_per_tensor]; -"829 dequantize_per_tensor_default_85" [id=829, type=dequantize_per_tensor]; -"830 dequantize_per_tensor_default_84" [id=830, type=dequantize_per_tensor]; +"828 quantize_per_tensor_default_57" [id=828, type="quantize_per_tensor"]; +"829 dequantize_per_tensor_default_85" [id=829, type="dequantize_per_tensor"]; +"830 dequantize_per_tensor_default_84" [id=830, type="dequantize_per_tensor"]; "831 select_33" [id=831, type=select]; "832 select_34" [id=832, type=select]; "833 select_35" [id=833, type=select]; @@ -842,9 +842,9 @@ strict digraph { "840 view_91" [id=840, type=view]; "841 view_92" [id=841, type=view]; "842 view_93" [id=842, type=view]; -"843 scaled_dot_product_attention_11" [id=843, type=scaled_dot_product_attention]; -"844 quantize_per_tensor_default_58" [id=844, type=quantize_per_tensor]; -"845 dequantize_per_tensor_default_58" [id=845, type=dequantize_per_tensor]; +"843 scaled_dot_product_attention_11" [id=843, type="scaled_dot_product_attention"]; +"844 quantize_per_tensor_default_58" [id=844, type="quantize_per_tensor"]; +"845 dequantize_per_tensor_default_58" [id=845, type="dequantize_per_tensor"]; "846 permute_12" [id=846, type=permute]; "847 view_94" [id=847, type=view]; "848 linear_45" [id=848, type=linear]; @@ -852,940 +852,940 @@ strict digraph { "850 transpose_71" [id=850, type=transpose]; "851 dropout_34" [id=851, type=dropout]; "852 add_23" [id=852, type=add]; -"853 layer_norm_23" [id=853, type=layer_norm]; -"854 quantize_per_tensor_default_59" [id=854, type=quantize_per_tensor]; -"855 dequantize_per_tensor_default_59" [id=855, type=dequantize_per_tensor]; +"853 layer_norm_23" [id=853, type="layer_norm"]; +"854 quantize_per_tensor_default_59" [id=854, type="quantize_per_tensor"]; +"855 dequantize_per_tensor_default_59" [id=855, type="dequantize_per_tensor"]; "856 linear_46" [id=856, type=linear]; "857 gelu_11" [id=857, type=gelu]; -"858 quantize_per_tensor_default_60" [id=858, type=quantize_per_tensor]; -"859 dequantize_per_tensor_default_60" [id=859, type=dequantize_per_tensor]; +"858 quantize_per_tensor_default_60" [id=858, type="quantize_per_tensor"]; +"859 dequantize_per_tensor_default_60" [id=859, type="dequantize_per_tensor"]; "860 dropout_35" [id=860, type=dropout]; "861 linear_47" [id=861, type=linear]; "862 dropout_36" [id=862, type=dropout]; "863 add_24" [id=863, type=add]; -"864 layer_norm_24" [id=864, type=layer_norm]; -"865 quantize_per_tensor_default_61" [id=865, type=quantize_per_tensor]; -"866 dequantize_per_tensor_default_61" [id=866, type=dequantize_per_tensor]; +"864 layer_norm_24" [id=864, type="layer_norm"]; +"865 quantize_per_tensor_default_61" [id=865, type="quantize_per_tensor"]; +"866 dequantize_per_tensor_default_61" [id=866, type="dequantize_per_tensor"]; "867 slice_1" [id=867, type=slice]; "868 select_36" [id=868, type=select]; "869 linear_48" [id=869, type=linear]; "870 output" [id=870, type=output]; -"0 class_token" -> "308 expand" [label="(1, 1, 768)", style=solid]; -"1 encoder_pos_embedding" -> "310 add" [label="(1, 197, 768)", style=solid]; -"2 _scale_0" -> "5 dequantize_per_channel_default" [label="(768,)", style=solid]; -"3 _zero_point_0" -> "5 dequantize_per_channel_default" [label="(768,)", style=solid]; -"4 _frozen_param0" -> "5 dequantize_per_channel_default" [label="(768, 3, 16, 16)", style=solid]; -"5 dequantize_per_channel_default" -> "305 conv2d" [label=None, style=solid]; -"6 conv_proj_bias" -> "305 conv2d" [label="(768,)", style=solid]; -"7 encoder_layers_encoder_layer_0_ln_1_weight" -> "312 layer_norm" [label="(768,)", style=solid]; -"8 encoder_layers_encoder_layer_0_ln_1_bias" -> "312 layer_norm" [label="(768,)", style=solid]; -"9 _scale_1" -> "12 dequantize_per_channel_default_1" [label="(2304,)", style=solid]; -"10 _zero_point_1" -> "12 dequantize_per_channel_default_1" [label="(2304,)", style=solid]; -"11 _frozen_param1" -> "12 dequantize_per_channel_default_1" [label="(2304, 768)", style=solid]; -"12 dequantize_per_channel_default_1" -> "316 linear" [label=None, style=solid]; -"13 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" -> "316 linear" [label="(2304,)", style=solid]; -"14 _scale_2" -> "17 dequantize_per_channel_default_2" [label="(768,)", style=solid]; -"15 _zero_point_2" -> "17 dequantize_per_channel_default_2" [label="(768,)", style=solid]; -"16 _frozen_param2" -> "17 dequantize_per_channel_default_2" [label="(768, 768)", style=solid]; -"17 dequantize_per_channel_default_2" -> "342 linear_1" [label=None, style=solid]; -"18 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" -> "342 linear_1" [label="(768,)", style=solid]; -"19 encoder_layers_encoder_layer_0_ln_2_weight" -> "347 layer_norm_1" [label="(768,)", style=solid]; -"20 encoder_layers_encoder_layer_0_ln_2_bias" -> "347 layer_norm_1" [label="(768,)", style=solid]; -"21 _scale_3" -> "24 dequantize_per_channel_default_3" [label="(3072,)", style=solid]; -"22 _zero_point_3" -> "24 dequantize_per_channel_default_3" [label="(3072,)", style=solid]; -"23 _frozen_param3" -> "24 dequantize_per_channel_default_3" [label="(3072, 768)", style=solid]; -"24 dequantize_per_channel_default_3" -> "350 linear_2" [label=None, style=solid]; -"25 encoder_layers_encoder_layer_0_mlp_0_bias" -> "350 linear_2" [label="(3072,)", style=solid]; -"26 _scale_4" -> "29 dequantize_per_channel_default_4" [label="(768,)", style=solid]; -"27 _zero_point_4" -> "29 dequantize_per_channel_default_4" [label="(768,)", style=solid]; -"28 _frozen_param4" -> "29 dequantize_per_channel_default_4" [label="(768, 3072)", style=solid]; -"29 dequantize_per_channel_default_4" -> "355 linear_3" [label=None, style=solid]; -"30 encoder_layers_encoder_layer_0_mlp_3_bias" -> "355 linear_3" [label="(768,)", style=solid]; -"31 encoder_layers_encoder_layer_1_ln_1_weight" -> "358 layer_norm_2" [label="(768,)", style=solid]; -"32 encoder_layers_encoder_layer_1_ln_1_bias" -> "358 layer_norm_2" [label="(768,)", style=solid]; -"33 _scale_5" -> "36 dequantize_per_channel_default_5" [label="(2304,)", style=solid]; -"34 _zero_point_5" -> "36 dequantize_per_channel_default_5" [label="(2304,)", style=solid]; -"35 _frozen_param5" -> "36 dequantize_per_channel_default_5" [label="(2304, 768)", style=solid]; -"36 dequantize_per_channel_default_5" -> "362 linear_4" [label=None, style=solid]; -"37 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" -> "362 linear_4" [label="(2304,)", style=solid]; -"38 _scale_6" -> "41 dequantize_per_channel_default_6" [label="(768,)", style=solid]; -"39 _zero_point_6" -> "41 dequantize_per_channel_default_6" [label="(768,)", style=solid]; -"40 _frozen_param6" -> "41 dequantize_per_channel_default_6" [label="(768, 768)", style=solid]; -"41 dequantize_per_channel_default_6" -> "388 linear_5" [label=None, style=solid]; -"42 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" -> "388 linear_5" [label="(768,)", style=solid]; -"43 encoder_layers_encoder_layer_1_ln_2_weight" -> "393 layer_norm_3" [label="(768,)", style=solid]; -"44 encoder_layers_encoder_layer_1_ln_2_bias" -> "393 layer_norm_3" [label="(768,)", style=solid]; -"45 _scale_7" -> "48 dequantize_per_channel_default_7" [label="(3072,)", style=solid]; -"46 _zero_point_7" -> "48 dequantize_per_channel_default_7" [label="(3072,)", style=solid]; -"47 _frozen_param7" -> "48 dequantize_per_channel_default_7" [label="(3072, 768)", style=solid]; -"48 dequantize_per_channel_default_7" -> "396 linear_6" [label=None, style=solid]; -"49 encoder_layers_encoder_layer_1_mlp_0_bias" -> "396 linear_6" [label="(3072,)", style=solid]; -"50 _scale_8" -> "53 dequantize_per_channel_default_8" [label="(768,)", style=solid]; -"51 _zero_point_8" -> "53 dequantize_per_channel_default_8" [label="(768,)", style=solid]; -"52 _frozen_param8" -> "53 dequantize_per_channel_default_8" [label="(768, 3072)", style=solid]; -"53 dequantize_per_channel_default_8" -> "401 linear_7" [label=None, style=solid]; -"54 encoder_layers_encoder_layer_1_mlp_3_bias" -> "401 linear_7" [label="(768,)", style=solid]; -"55 encoder_layers_encoder_layer_2_ln_1_weight" -> "404 layer_norm_4" [label="(768,)", style=solid]; -"56 encoder_layers_encoder_layer_2_ln_1_bias" -> "404 layer_norm_4" [label="(768,)", style=solid]; -"57 _scale_9" -> "60 dequantize_per_channel_default_9" [label="(2304,)", style=solid]; -"58 _zero_point_9" -> "60 dequantize_per_channel_default_9" [label="(2304,)", style=solid]; -"59 _frozen_param9" -> "60 dequantize_per_channel_default_9" [label="(2304, 768)", style=solid]; -"60 dequantize_per_channel_default_9" -> "408 linear_8" [label=None, style=solid]; -"61 encoder_layers_encoder_layer_2_self_attention_in_proj_bias" -> "408 linear_8" [label="(2304,)", style=solid]; -"62 _scale_10" -> "65 dequantize_per_channel_default_10" [label="(768,)", style=solid]; -"63 _zero_point_10" -> "65 dequantize_per_channel_default_10" [label="(768,)", style=solid]; -"64 _frozen_param10" -> "65 dequantize_per_channel_default_10" [label="(768, 768)", style=solid]; -"65 dequantize_per_channel_default_10" -> "434 linear_9" [label=None, style=solid]; -"66 encoder_layers_encoder_layer_2_self_attention_out_proj_bias" -> "434 linear_9" [label="(768,)", style=solid]; -"67 encoder_layers_encoder_layer_2_ln_2_weight" -> "439 layer_norm_5" [label="(768,)", style=solid]; -"68 encoder_layers_encoder_layer_2_ln_2_bias" -> "439 layer_norm_5" [label="(768,)", style=solid]; -"69 _scale_11" -> "72 dequantize_per_channel_default_11" [label="(3072,)", style=solid]; -"70 _zero_point_11" -> "72 dequantize_per_channel_default_11" [label="(3072,)", style=solid]; -"71 _frozen_param11" -> "72 dequantize_per_channel_default_11" [label="(3072, 768)", style=solid]; -"72 dequantize_per_channel_default_11" -> "442 linear_10" [label=None, style=solid]; -"73 encoder_layers_encoder_layer_2_mlp_0_bias" -> "442 linear_10" [label="(3072,)", style=solid]; -"74 _scale_12" -> "77 dequantize_per_channel_default_12" [label="(768,)", style=solid]; -"75 _zero_point_12" -> "77 dequantize_per_channel_default_12" [label="(768,)", style=solid]; -"76 _frozen_param12" -> "77 dequantize_per_channel_default_12" [label="(768, 3072)", style=solid]; -"77 dequantize_per_channel_default_12" -> "447 linear_11" [label=None, style=solid]; -"78 encoder_layers_encoder_layer_2_mlp_3_bias" -> "447 linear_11" [label="(768,)", style=solid]; -"79 encoder_layers_encoder_layer_3_ln_1_weight" -> "450 layer_norm_6" [label="(768,)", style=solid]; -"80 encoder_layers_encoder_layer_3_ln_1_bias" -> "450 layer_norm_6" [label="(768,)", style=solid]; -"81 _scale_13" -> "84 dequantize_per_channel_default_13" [label="(2304,)", style=solid]; -"82 _zero_point_13" -> "84 dequantize_per_channel_default_13" [label="(2304,)", style=solid]; -"83 _frozen_param13" -> "84 dequantize_per_channel_default_13" [label="(2304, 768)", style=solid]; -"84 dequantize_per_channel_default_13" -> "454 linear_12" [label=None, style=solid]; -"85 encoder_layers_encoder_layer_3_self_attention_in_proj_bias" -> "454 linear_12" [label="(2304,)", style=solid]; -"86 _scale_14" -> "89 dequantize_per_channel_default_14" [label="(768,)", style=solid]; -"87 _zero_point_14" -> "89 dequantize_per_channel_default_14" [label="(768,)", style=solid]; -"88 _frozen_param14" -> "89 dequantize_per_channel_default_14" [label="(768, 768)", style=solid]; -"89 dequantize_per_channel_default_14" -> "480 linear_13" [label=None, style=solid]; -"90 encoder_layers_encoder_layer_3_self_attention_out_proj_bias" -> "480 linear_13" [label="(768,)", style=solid]; -"91 encoder_layers_encoder_layer_3_ln_2_weight" -> "485 layer_norm_7" [label="(768,)", style=solid]; -"92 encoder_layers_encoder_layer_3_ln_2_bias" -> "485 layer_norm_7" [label="(768,)", style=solid]; -"93 _scale_15" -> "96 dequantize_per_channel_default_15" [label="(3072,)", style=solid]; -"94 _zero_point_15" -> "96 dequantize_per_channel_default_15" [label="(3072,)", style=solid]; -"95 _frozen_param15" -> "96 dequantize_per_channel_default_15" [label="(3072, 768)", style=solid]; -"96 dequantize_per_channel_default_15" -> "488 linear_14" [label=None, style=solid]; -"97 encoder_layers_encoder_layer_3_mlp_0_bias" -> "488 linear_14" [label="(3072,)", style=solid]; -"98 _scale_16" -> "101 dequantize_per_channel_default_16" [label="(768,)", style=solid]; -"99 _zero_point_16" -> "101 dequantize_per_channel_default_16" [label="(768,)", style=solid]; -"100 _frozen_param16" -> "101 dequantize_per_channel_default_16" [label="(768, 3072)", style=solid]; -"101 dequantize_per_channel_default_16" -> "493 linear_15" [label=None, style=solid]; -"102 encoder_layers_encoder_layer_3_mlp_3_bias" -> "493 linear_15" [label="(768,)", style=solid]; -"103 encoder_layers_encoder_layer_4_ln_1_weight" -> "496 layer_norm_8" [label="(768,)", style=solid]; -"104 encoder_layers_encoder_layer_4_ln_1_bias" -> "496 layer_norm_8" [label="(768,)", style=solid]; -"105 _scale_17" -> "108 dequantize_per_channel_default_17" [label="(2304,)", style=solid]; -"106 _zero_point_17" -> "108 dequantize_per_channel_default_17" [label="(2304,)", style=solid]; -"107 _frozen_param17" -> "108 dequantize_per_channel_default_17" [label="(2304, 768)", style=solid]; -"108 dequantize_per_channel_default_17" -> "500 linear_16" [label=None, style=solid]; -"109 encoder_layers_encoder_layer_4_self_attention_in_proj_bias" -> "500 linear_16" [label="(2304,)", style=solid]; -"110 _scale_18" -> "113 dequantize_per_channel_default_18" [label="(768,)", style=solid]; -"111 _zero_point_18" -> "113 dequantize_per_channel_default_18" [label="(768,)", style=solid]; -"112 _frozen_param18" -> "113 dequantize_per_channel_default_18" [label="(768, 768)", style=solid]; -"113 dequantize_per_channel_default_18" -> "526 linear_17" [label=None, style=solid]; -"114 encoder_layers_encoder_layer_4_self_attention_out_proj_bias" -> "526 linear_17" [label="(768,)", style=solid]; -"115 encoder_layers_encoder_layer_4_ln_2_weight" -> "531 layer_norm_9" [label="(768,)", style=solid]; -"116 encoder_layers_encoder_layer_4_ln_2_bias" -> "531 layer_norm_9" [label="(768,)", style=solid]; -"117 _scale_19" -> "120 dequantize_per_channel_default_19" [label="(3072,)", style=solid]; -"118 _zero_point_19" -> "120 dequantize_per_channel_default_19" [label="(3072,)", style=solid]; -"119 _frozen_param19" -> "120 dequantize_per_channel_default_19" [label="(3072, 768)", style=solid]; -"120 dequantize_per_channel_default_19" -> "534 linear_18" [label=None, style=solid]; -"121 encoder_layers_encoder_layer_4_mlp_0_bias" -> "534 linear_18" [label="(3072,)", style=solid]; -"122 _scale_20" -> "125 dequantize_per_channel_default_20" [label="(768,)", style=solid]; -"123 _zero_point_20" -> "125 dequantize_per_channel_default_20" [label="(768,)", style=solid]; -"124 _frozen_param20" -> "125 dequantize_per_channel_default_20" [label="(768, 3072)", style=solid]; -"125 dequantize_per_channel_default_20" -> "539 linear_19" [label=None, style=solid]; -"126 encoder_layers_encoder_layer_4_mlp_3_bias" -> "539 linear_19" [label="(768,)", style=solid]; -"127 encoder_layers_encoder_layer_5_ln_1_weight" -> "542 layer_norm_10" [label="(768,)", style=solid]; -"128 encoder_layers_encoder_layer_5_ln_1_bias" -> "542 layer_norm_10" [label="(768,)", style=solid]; -"129 _scale_21" -> "132 dequantize_per_channel_default_21" [label="(2304,)", style=solid]; -"130 _zero_point_21" -> "132 dequantize_per_channel_default_21" [label="(2304,)", style=solid]; -"131 _frozen_param21" -> "132 dequantize_per_channel_default_21" [label="(2304, 768)", style=solid]; -"132 dequantize_per_channel_default_21" -> "546 linear_20" [label=None, style=solid]; -"133 encoder_layers_encoder_layer_5_self_attention_in_proj_bias" -> "546 linear_20" [label="(2304,)", style=solid]; -"134 _scale_22" -> "137 dequantize_per_channel_default_22" [label="(768,)", style=solid]; -"135 _zero_point_22" -> "137 dequantize_per_channel_default_22" [label="(768,)", style=solid]; -"136 _frozen_param22" -> "137 dequantize_per_channel_default_22" [label="(768, 768)", style=solid]; -"137 dequantize_per_channel_default_22" -> "572 linear_21" [label=None, style=solid]; -"138 encoder_layers_encoder_layer_5_self_attention_out_proj_bias" -> "572 linear_21" [label="(768,)", style=solid]; -"139 encoder_layers_encoder_layer_5_ln_2_weight" -> "577 layer_norm_11" [label="(768,)", style=solid]; -"140 encoder_layers_encoder_layer_5_ln_2_bias" -> "577 layer_norm_11" [label="(768,)", style=solid]; -"141 _scale_23" -> "144 dequantize_per_channel_default_23" [label="(3072,)", style=solid]; -"142 _zero_point_23" -> "144 dequantize_per_channel_default_23" [label="(3072,)", style=solid]; -"143 _frozen_param23" -> "144 dequantize_per_channel_default_23" [label="(3072, 768)", style=solid]; -"144 dequantize_per_channel_default_23" -> "580 linear_22" [label=None, style=solid]; -"145 encoder_layers_encoder_layer_5_mlp_0_bias" -> "580 linear_22" [label="(3072,)", style=solid]; -"146 _scale_24" -> "149 dequantize_per_channel_default_24" [label="(768,)", style=solid]; -"147 _zero_point_24" -> "149 dequantize_per_channel_default_24" [label="(768,)", style=solid]; -"148 _frozen_param24" -> "149 dequantize_per_channel_default_24" [label="(768, 3072)", style=solid]; -"149 dequantize_per_channel_default_24" -> "585 linear_23" [label=None, style=solid]; -"150 encoder_layers_encoder_layer_5_mlp_3_bias" -> "585 linear_23" [label="(768,)", style=solid]; -"151 encoder_layers_encoder_layer_6_ln_1_weight" -> "588 layer_norm_12" [label="(768,)", style=solid]; -"152 encoder_layers_encoder_layer_6_ln_1_bias" -> "588 layer_norm_12" [label="(768,)", style=solid]; -"153 _scale_25" -> "156 dequantize_per_channel_default_25" [label="(2304,)", style=solid]; -"154 _zero_point_25" -> "156 dequantize_per_channel_default_25" [label="(2304,)", style=solid]; -"155 _frozen_param25" -> "156 dequantize_per_channel_default_25" [label="(2304, 768)", style=solid]; -"156 dequantize_per_channel_default_25" -> "592 linear_24" [label=None, style=solid]; 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-"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]; -"244 conv2d_21" [id=244, type=conv2d]; -"245 hardswish__5_scale_0" [id=245, type=get_attr]; -"246 hardswish__5_zero_point_0" [id=246, type=get_attr]; -"247 hardswish__5" [id=247, type=hardswish_]; -"248 quantize_per_channel_default_21" [id=248, type=quantize_per_channel]; -"249 dequantize_per_channel_default_21" [id=249, type=dequantize_per_channel]; -"250 features_6_block_1_0_weight_bias" [id=250, type=get_attr]; -"251 scale_updated_constant16" [id=251, type=get_attr]; -"252 compressed_weight_updated_constant16" [id=252, type=get_attr]; -"253 mul_tensor_16" [id=253, type=mul]; -"254 zero_point_updated_constant16" [id=254, type=get_attr]; -"255 sub_tensor_16" [id=255, type=sub]; -"256 conv2d_22" [id=256, type=conv2d]; -"257 hardswish__6" [id=257, type=hardswish_]; -"258 quantize_per_tensor_default_19" [id=258, type=quantize_per_tensor]; -"259 dequantize_per_tensor_default_26" [id=259, type=dequantize_per_tensor]; -"260 dequantize_per_tensor_default_25" [id=260, 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]; 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-"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, type=relu]; -"397 conv2d_39" [id=397, type=conv2d]; -"398 hardsigmoid_6" [id=398, type=hardsigmoid]; -"399 quantize_per_tensor_default_34" [id=399, type=quantize_per_tensor]; -"400 dequantize_per_tensor_default_45" [id=400, type=dequantize_per_tensor]; -"401 mul_6" [id=401, type=mul]; -"402 quantize_per_tensor_default_35" [id=402, type=quantize_per_tensor]; -"403 dequantize_per_tensor_default_46" [id=403, type=dequantize_per_tensor]; -"404 features_9_block_3_0_weight_bias" [id=404, type=get_attr]; -"405 scale_updated_constant26" [id=405, type=get_attr]; -"406 compressed_weight_updated_constant26" [id=406, type=get_attr]; -"407 mul_tensor_26" [id=407, type=mul]; -"408 zero_point_updated_constant26" [id=408, type=get_attr]; -"409 sub_tensor_26" [id=409, type=sub]; -"410 conv2d_40" [id=410, type=conv2d]; -"411 quantize_per_tensor_default_36" [id=411, type=quantize_per_tensor]; -"412 dequantize_per_tensor_default_48" [id=412, type=dequantize_per_tensor]; -"413 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]; -"430 zero_point_updated_constant28" [id=430, type=get_attr]; -"431 sub_tensor_28" [id=431, type=sub]; -"432 conv2d_42" [id=432, type=conv2d]; -"433 hardswish__14" [id=433, type=hardswish_]; -"434 quantize_per_tensor_default_37" [id=434, type=quantize_per_tensor]; -"435 dequantize_per_tensor_default_50" [id=435, type=dequantize_per_tensor]; -"436 dequantize_per_tensor_default_49" [id=436, type=dequantize_per_tensor]; -"437 adaptive_avg_pool2d_7" [id=437, type=adaptive_avg_pool2d]; -"438 conv2d_43" [id=438, type=conv2d]; -"439 relu_7" [id=439, type=relu]; -"440 conv2d_44" [id=440, type=conv2d]; -"441 hardsigmoid_7" [id=441, type=hardsigmoid]; -"442 quantize_per_tensor_default_38" [id=442, type=quantize_per_tensor]; -"443 dequantize_per_tensor_default_51" [id=443, type=dequantize_per_tensor]; -"444 mul_7" [id=444, type=mul]; -"445 quantize_per_tensor_default_39" [id=445, type=quantize_per_tensor]; 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-"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]; 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+"413 dequantize_per_channel_default_37" -> "420 conv2d_42" [style=solid, label="(1, 576, 7, 7)"]; +"414 features_10_block_1_0_weight_bias" -> "420 conv2d_42" [style=solid, label="(576,)"]; +"415 scale_updated_constant28" -> "417 mul_tensor_28" [style=solid, label="(576, 1, 1, 1)"]; +"416 compressed_weight_updated_constant28" -> "417 mul_tensor_28" [style=solid, label="(576, 1, 5, 5)"]; +"417 mul_tensor_28" -> "419 sub_tensor_28" [style=solid, label="(576, 1, 5, 5)"]; +"418 zero_point_updated_constant28" -> "419 sub_tensor_28" [style=solid, label="(576, 1, 1, 1)"]; +"419 sub_tensor_28" -> "420 conv2d_42" [style=solid, label="(576, 1, 5, 5)"]; +"420 conv2d_42" -> "421 hardswish__14" [style=solid, label="(1, 576, 7, 7)"]; +"421 hardswish__14" -> "422 quantize_per_tensor_default_37" [style=solid, label="(1, 576, 7, 7)"]; +"422 quantize_per_tensor_default_37" -> "423 dequantize_per_tensor_default_37" [style=solid, label="(1, 576, 7, 7)"]; +"423 dequantize_per_tensor_default_37" -> "424 adaptive_avg_pool2d_7" [style=solid, label="(1, 576, 7, 7)"]; +"423 dequantize_per_tensor_default_37" -> "431 mul_7" [style=solid, label="(1, 576, 7, 7)"]; +"424 adaptive_avg_pool2d_7" -> "425 conv2d_43" [style=solid, label="(1, 576, 1, 1)"]; +"425 conv2d_43" -> "426 relu_7" [style=solid, label="(1, 144, 1, 1)"]; +"426 relu_7" -> "427 conv2d_44" [style=solid, label="(1, 144, 1, 1)"]; +"427 conv2d_44" -> "428 hardsigmoid_7" [style=solid, label="(1, 576, 1, 1)"]; +"428 hardsigmoid_7" -> "429 quantize_per_tensor_default_38" [style=solid, label="(1, 576, 1, 1)"]; +"429 quantize_per_tensor_default_38" -> "430 dequantize_per_tensor_default_38" [style=solid, label="(1, 576, 1, 1)"]; +"430 dequantize_per_tensor_default_38" -> "431 mul_7" [style=solid, label="(1, 576, 1, 1)"]; +"431 mul_7" -> "432 quantize_per_tensor_default_39" [style=solid, label="(1, 576, 7, 7)"]; +"432 quantize_per_tensor_default_39" -> "433 dequantize_per_tensor_default_39" [style=solid, label="(1, 576, 7, 7)"]; +"433 dequantize_per_tensor_default_39" -> "440 conv2d_45" [style=solid, label="(1, 576, 7, 7)"]; +"434 features_10_block_3_0_weight_bias" -> "440 conv2d_45" [style=solid, label="(96,)"]; +"435 scale_updated_constant29" -> "437 mul_tensor_29" [style=solid, label="(96, 1, 1, 1)"]; +"436 compressed_weight_updated_constant29" -> "437 mul_tensor_29" [style=solid, label="(96, 576, 1, 1)"]; +"437 mul_tensor_29" -> "439 sub_tensor_29" [style=solid, label="(96, 576, 1, 1)"]; +"438 zero_point_updated_constant29" -> "439 sub_tensor_29" [style=solid, label="(96, 1, 1, 1)"]; +"439 sub_tensor_29" -> "440 conv2d_45" [style=solid, label="(96, 576, 1, 1)"]; +"440 conv2d_45" -> "441 quantize_per_tensor_default_40" [style=solid, label="(1, 96, 7, 7)"]; +"441 quantize_per_tensor_default_40" -> "442 dequantize_per_tensor_default_40" [style=solid, label="(1, 96, 7, 7)"]; +"442 dequantize_per_tensor_default_40" -> "443 add__4" [style=solid, label="(1, 96, 7, 7)"]; +"443 add__4" -> "444 quantize_per_tensor_default_41" [style=solid, label="(1, 96, 7, 7)"]; +"444 quantize_per_tensor_default_41" -> "445 dequantize_per_tensor_default_41" [style=solid, label="(1, 96, 7, 7)"]; +"445 dequantize_per_tensor_default_41" -> "452 conv2d_46" [style=solid, label="(1, 96, 7, 7)"]; +"445 dequantize_per_tensor_default_41" -> "487 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"446 features_11_block_0_0_weight_bias" -> "452 conv2d_46" [style=solid, label="(576,)"]; +"447 scale_updated_constant30" -> "449 mul_tensor_30" [style=solid, label="(576, 1, 1, 1)"]; +"448 compressed_weight_updated_constant30" -> "449 mul_tensor_30" [style=solid, label="(576, 96, 1, 1)"]; +"449 mul_tensor_30" -> "451 sub_tensor_30" [style=solid, label="(576, 96, 1, 1)"]; +"450 zero_point_updated_constant30" -> "451 sub_tensor_30" [style=solid, label="(576, 1, 1, 1)"]; +"451 sub_tensor_30" -> "452 conv2d_46" [style=solid, label="(576, 96, 1, 1)"]; +"452 conv2d_46" -> "455 hardswish__15" [style=solid, label="(1, 576, 7, 7)"]; +"453 hardswish__15_scale_0" -> "456 quantize_per_channel_default_41" [style=solid, label="(576,)"]; +"453 hardswish__15_scale_0" -> "457 dequantize_per_channel_default_41" [style=solid, label="(576,)"]; +"454 hardswish__15_zero_point_0" -> "456 quantize_per_channel_default_41" [style=solid, label="(576,)"]; +"454 hardswish__15_zero_point_0" -> "457 dequantize_per_channel_default_41" [style=solid, label="(576,)"]; +"455 hardswish__15" -> "456 quantize_per_channel_default_41" [style=solid, label="(1, 576, 7, 7)"]; +"456 quantize_per_channel_default_41" -> "457 dequantize_per_channel_default_41" [style=solid, label="(1, 576, 7, 7)"]; +"457 dequantize_per_channel_default_41" -> "464 conv2d_47" [style=solid, label="(1, 576, 7, 7)"]; +"458 features_11_block_1_0_weight_bias" -> "464 conv2d_47" [style=solid, label="(576,)"]; +"459 scale_updated_constant31" -> "461 mul_tensor_31" [style=solid, label="(576, 1, 1, 1)"]; +"460 compressed_weight_updated_constant31" -> "461 mul_tensor_31" [style=solid, label="(576, 1, 5, 5)"]; +"461 mul_tensor_31" -> "463 sub_tensor_31" [style=solid, label="(576, 1, 5, 5)"]; +"462 zero_point_updated_constant31" -> "463 sub_tensor_31" [style=solid, label="(576, 1, 1, 1)"]; +"463 sub_tensor_31" -> "464 conv2d_47" [style=solid, label="(576, 1, 5, 5)"]; +"464 conv2d_47" -> "465 hardswish__16" [style=solid, label="(1, 576, 7, 7)"]; +"465 hardswish__16" -> "466 quantize_per_tensor_default_42" [style=solid, label="(1, 576, 7, 7)"]; +"466 quantize_per_tensor_default_42" -> "467 dequantize_per_tensor_default_42" [style=solid, label="(1, 576, 7, 7)"]; +"467 dequantize_per_tensor_default_42" -> "468 adaptive_avg_pool2d_8" [style=solid, label="(1, 576, 7, 7)"]; +"467 dequantize_per_tensor_default_42" -> "475 mul_8" [style=solid, label="(1, 576, 7, 7)"]; +"468 adaptive_avg_pool2d_8" -> "469 conv2d_48" [style=solid, label="(1, 576, 1, 1)"]; +"469 conv2d_48" -> "470 relu_8" [style=solid, label="(1, 144, 1, 1)"]; +"470 relu_8" -> "471 conv2d_49" [style=solid, label="(1, 144, 1, 1)"]; +"471 conv2d_49" -> "472 hardsigmoid_8" [style=solid, label="(1, 576, 1, 1)"]; +"472 hardsigmoid_8" -> "473 quantize_per_tensor_default_43" [style=solid, label="(1, 576, 1, 1)"]; +"473 quantize_per_tensor_default_43" -> "474 dequantize_per_tensor_default_43" [style=solid, label="(1, 576, 1, 1)"]; +"474 dequantize_per_tensor_default_43" -> "475 mul_8" [style=solid, label="(1, 576, 1, 1)"]; +"475 mul_8" -> "476 quantize_per_tensor_default_44" [style=solid, label="(1, 576, 7, 7)"]; +"476 quantize_per_tensor_default_44" -> "477 dequantize_per_tensor_default_44" [style=solid, label="(1, 576, 7, 7)"]; +"477 dequantize_per_tensor_default_44" -> "484 conv2d_50" [style=solid, label="(1, 576, 7, 7)"]; +"478 features_11_block_3_0_weight_bias" -> "484 conv2d_50" [style=solid, label="(96,)"]; +"479 scale_updated_constant32" -> "481 mul_tensor_32" [style=solid, label="(96, 1, 1, 1)"]; +"480 compressed_weight_updated_constant32" -> "481 mul_tensor_32" [style=solid, label="(96, 576, 1, 1)"]; +"481 mul_tensor_32" -> "483 sub_tensor_32" [style=solid, label="(96, 576, 1, 1)"]; +"482 zero_point_updated_constant32" -> "483 sub_tensor_32" [style=solid, label="(96, 1, 1, 1)"]; +"483 sub_tensor_32" -> "484 conv2d_50" [style=solid, label="(96, 576, 1, 1)"]; +"484 conv2d_50" -> "485 quantize_per_tensor_default_45" [style=solid, label="(1, 96, 7, 7)"]; +"485 quantize_per_tensor_default_45" -> "486 dequantize_per_tensor_default_45" [style=solid, label="(1, 96, 7, 7)"]; +"486 dequantize_per_tensor_default_45" -> "487 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"487 add__5" -> "488 quantize_per_tensor_default_46" [style=solid, label="(1, 96, 7, 7)"]; +"488 quantize_per_tensor_default_46" -> "489 dequantize_per_tensor_default_46" [style=solid, label="(1, 96, 7, 7)"]; +"489 dequantize_per_tensor_default_46" -> "496 conv2d_51" [style=solid, label="(1, 96, 7, 7)"]; +"490 features_12_0_weight_bias" -> "496 conv2d_51" [style=solid, label="(576,)"]; +"491 scale_updated_constant33" -> "493 mul_tensor_33" [style=solid, label="(576, 1, 1, 1)"]; +"492 compressed_weight_updated_constant33" -> "493 mul_tensor_33" [style=solid, label="(576, 96, 1, 1)"]; +"493 mul_tensor_33" -> "495 sub_tensor_33" [style=solid, label="(576, 96, 1, 1)"]; +"494 zero_point_updated_constant33" -> "495 sub_tensor_33" [style=solid, label="(576, 1, 1, 1)"]; +"495 sub_tensor_33" -> "496 conv2d_51" [style=solid, label="(576, 96, 1, 1)"]; +"496 conv2d_51" -> "497 hardswish__17" [style=solid, label="(1, 576, 7, 7)"]; +"497 hardswish__17" -> "498 quantize_per_tensor_default_47" [style=solid, label="(1, 576, 7, 7)"]; +"498 quantize_per_tensor_default_47" -> "499 dequantize_per_tensor_default_47" [style=solid, label="(1, 576, 7, 7)"]; +"499 dequantize_per_tensor_default_47" -> "500 adaptive_avg_pool2d_9" [style=solid, label="(1, 576, 7, 7)"]; +"500 adaptive_avg_pool2d_9" -> "501 quantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"501 quantize_per_tensor_default_48" -> "502 dequantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"502 dequantize_per_tensor_default_48" -> "503 flatten" [style=solid, label="(1, 576, 1, 1)"]; +"503 flatten" -> "509 linear" [style=solid, label="(1, 576)"]; +"504 scale_updated_constant34" -> "506 mul_tensor_34" [style=solid, label="(1024, 1)"]; +"505 compressed_weight_updated_constant34" -> "506 mul_tensor_34" [style=solid, label="(1024, 576)"]; +"506 mul_tensor_34" -> "508 sub_tensor_34" [style=solid, label="(1024, 576)"]; +"507 zero_point_updated_constant34" -> "508 sub_tensor_34" [style=solid, label="(1024, 1)"]; +"508 sub_tensor_34" -> "509 linear" [style=solid, label="(1024, 576)"]; +"509 linear" -> "510 hardswish__18" [style=solid, label="(1, 1024)"]; +"510 hardswish__18" -> "511 quantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"511 quantize_per_tensor_default_49" -> "512 dequantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"512 dequantize_per_tensor_default_49" -> "513 dropout_" [style=solid, label="(1, 1024)"]; +"513 dropout_" -> "519 linear_1" [style=solid, label="(1, 1024)"]; +"514 scale_updated_constant35" -> "516 mul_tensor_35" [style=solid, label="(1000, 1)"]; +"515 compressed_weight_updated_constant35" -> "516 mul_tensor_35" [style=solid, label="(1000, 1024)"]; +"516 mul_tensor_35" -> "518 sub_tensor_35" [style=solid, label="(1000, 1024)"]; +"517 zero_point_updated_constant35" -> "518 sub_tensor_35" [style=solid, label="(1000, 1)"]; +"518 sub_tensor_35" -> "519 linear_1" [style=solid, label="(1000, 1024)"]; +"519 linear_1" -> "520 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/resnet18.dot b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/resnet18.dot index d819ff3299e..fde82b1aa6a 100644 --- a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/resnet18.dot +++ b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/resnet18.dot @@ -1,497 +1,483 @@ -strict digraph { -"0 fc_bias" [id=0, type=get_attr]; +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]; +"2 quantize_per_tensor_default" [id=2, type="quantize_per_tensor"]; +"3 dequantize_per_tensor_default" [id=3, type="dequantize_per_tensor"]; 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-"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]; 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-"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]; 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-"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]; 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+"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]; +"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]; +"33 quantize_per_tensor_default_9" [id=33, type="quantize_per_tensor"]; +"34 dequantize_per_tensor_default_9" [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]; +"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]; 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-"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]; 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-"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]; 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+"246 mul_tensor_22" -> "248 sub_tensor_22" [style=solid, label="(12, 64, 1, 1)"]; +"247 zero_point_updated_constant22" -> "248 sub_tensor_22" [style=solid, label="(12, 1, 1, 1)"]; +"248 sub_tensor_22" -> "249 conv2d_18" [style=solid, label="(12, 64, 1, 1)"]; +"249 conv2d_18" -> "250 output" [style=solid, label="(1, 12, 36, 36)"]; } diff --git a/tests/torch/data/reference_graphs/fx/quantized/mobilenet_v3_small.dot b/tests/torch/data/reference_graphs/fx/quantized/mobilenet_v3_small.dot index 808d3cf801d..d168a527d7d 100644 --- a/tests/torch/data/reference_graphs/fx/quantized/mobilenet_v3_small.dot +++ b/tests/torch/data/reference_graphs/fx/quantized/mobilenet_v3_small.dot @@ -1,1182 +1,1152 @@ -strict digraph { -"0 features_1_block_1_fc1_weight" [id=0, type=get_attr]; -"1 features_1_block_1_fc1_bias" [id=1, type=get_attr]; -"2 features_1_block_1_fc2_weight" [id=2, type=get_attr]; -"3 features_1_block_1_fc2_bias" [id=3, type=get_attr]; -"4 features_4_block_2_fc1_weight" [id=4, type=get_attr]; 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-"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]; -"177 quantize_per_tensor_default_11" [id=177, type=quantize_per_tensor]; -"178 dequantize_per_tensor_default_14" [id=178, type=dequantize_per_tensor]; -"179 mul_1" [id=179, type=mul]; -"180 quantize_per_tensor_default_12" [id=180, type=quantize_per_tensor]; -"181 dequantize_per_tensor_default_15" [id=181, type=dequantize_per_tensor]; -"182 features_4_block_3_0_weight_bias" [id=182, type=get_attr]; -"183 conv2d_15_scale_0" [id=183, type=get_attr]; -"184 conv2d_15_zero_point_0" [id=184, type=get_attr]; -"185 compressed_weight_updated_constant11" [id=185, type=get_attr]; -"186 quantize_per_channel_default_15" [id=186, type=quantize_per_channel]; -"187 dequantize_per_channel_default_15" [id=187, type=dequantize_per_channel]; -"188 conv2d_15" [id=188, type=conv2d]; -"189 quantize_per_tensor_default_13" [id=189, type=quantize_per_tensor]; -"190 dequantize_per_tensor_default_17" [id=190, type=dequantize_per_tensor]; -"191 dequantize_per_tensor_default_16" [id=191, type=dequantize_per_tensor]; -"192 features_5_block_0_0_weight_bias" [id=192, type=get_attr]; -"193 conv2d_16_scale_0" [id=193, type=get_attr]; -"194 conv2d_16_zero_point_0" [id=194, type=get_attr]; -"195 compressed_weight_updated_constant12" [id=195, type=get_attr]; -"196 quantize_per_channel_default_16" [id=196, type=quantize_per_channel]; -"197 dequantize_per_channel_default_16" [id=197, type=dequantize_per_channel]; -"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 conv2d_17_scale_0" [id=205, type=get_attr]; -"206 conv2d_17_zero_point_0" [id=206, type=get_attr]; -"207 compressed_weight_updated_constant13" [id=207, type=get_attr]; -"208 quantize_per_channel_default_18" [id=208, type=quantize_per_channel]; -"209 dequantize_per_channel_default_18" [id=209, type=dequantize_per_channel]; -"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 conv2d_20_scale_0" [id=226, type=get_attr]; -"227 conv2d_20_zero_point_0" [id=227, type=get_attr]; -"228 compressed_weight_updated_constant14" [id=228, type=get_attr]; -"229 quantize_per_channel_default_19" [id=229, type=quantize_per_channel]; -"230 dequantize_per_channel_default_19" [id=230, type=dequantize_per_channel]; -"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 conv2d_21_scale_0" [id=239, type=get_attr]; -"240 conv2d_21_zero_point_0" [id=240, type=get_attr]; -"241 compressed_weight_updated_constant15" [id=241, type=get_attr]; -"242 quantize_per_channel_default_20" [id=242, type=quantize_per_channel]; -"243 dequantize_per_channel_default_20" [id=243, type=dequantize_per_channel]; -"244 conv2d_21" [id=244, type=conv2d]; -"245 hardswish__5_scale_0" [id=245, type=get_attr]; -"246 hardswish__5_zero_point_0" [id=246, type=get_attr]; -"247 hardswish__5" [id=247, type=hardswish_]; -"248 quantize_per_channel_default_21" [id=248, type=quantize_per_channel]; -"249 dequantize_per_channel_default_21" [id=249, type=dequantize_per_channel]; -"250 features_6_block_1_0_weight_bias" [id=250, type=get_attr]; -"251 conv2d_22_scale_0" [id=251, type=get_attr]; -"252 conv2d_22_zero_point_0" [id=252, type=get_attr]; -"253 compressed_weight_updated_constant16" [id=253, type=get_attr]; -"254 quantize_per_channel_default_22" [id=254, type=quantize_per_channel]; -"255 dequantize_per_channel_default_22" [id=255, type=dequantize_per_channel]; -"256 conv2d_22" [id=256, type=conv2d]; -"257 hardswish__6" [id=257, type=hardswish_]; -"258 quantize_per_tensor_default_19" [id=258, type=quantize_per_tensor]; -"259 dequantize_per_tensor_default_26" [id=259, type=dequantize_per_tensor]; -"260 dequantize_per_tensor_default_25" [id=260, 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 conv2d_25_scale_0" [id=272, type=get_attr]; -"273 conv2d_25_zero_point_0" [id=273, type=get_attr]; -"274 compressed_weight_updated_constant17" [id=274, type=get_attr]; -"275 quantize_per_channel_default_23" [id=275, type=quantize_per_channel]; -"276 dequantize_per_channel_default_23" [id=276, type=dequantize_per_channel]; -"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 conv2d_26_scale_0" [id=284, type=get_attr]; -"285 conv2d_26_zero_point_0" [id=285, type=get_attr]; -"286 compressed_weight_updated_constant18" [id=286, type=get_attr]; -"287 quantize_per_channel_default_24" [id=287, type=quantize_per_channel]; -"288 dequantize_per_channel_default_24" [id=288, type=dequantize_per_channel]; -"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 conv2d_27_scale_0" [id=296, type=get_attr]; -"297 conv2d_27_zero_point_0" [id=297, type=get_attr]; -"298 compressed_weight_updated_constant19" [id=298, type=get_attr]; -"299 quantize_per_channel_default_26" [id=299, type=quantize_per_channel]; -"300 dequantize_per_channel_default_26" [id=300, type=dequantize_per_channel]; -"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 conv2d_30_scale_0" [id=317, type=get_attr]; -"318 conv2d_30_zero_point_0" [id=318, type=get_attr]; -"319 compressed_weight_updated_constant20" [id=319, type=get_attr]; -"320 quantize_per_channel_default_27" [id=320, type=quantize_per_channel]; -"321 dequantize_per_channel_default_27" [id=321, type=dequantize_per_channel]; -"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 conv2d_31_scale_0" [id=327, type=get_attr]; -"328 conv2d_31_zero_point_0" [id=328, type=get_attr]; -"329 compressed_weight_updated_constant21" [id=329, type=get_attr]; -"330 quantize_per_channel_default_28" [id=330, type=quantize_per_channel]; -"331 dequantize_per_channel_default_28" [id=331, type=dequantize_per_channel]; -"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 conv2d_32_scale_0" [id=339, type=get_attr]; -"340 conv2d_32_zero_point_0" [id=340, type=get_attr]; -"341 compressed_weight_updated_constant22" [id=341, type=get_attr]; -"342 quantize_per_channel_default_30" [id=342, type=quantize_per_channel]; -"343 dequantize_per_channel_default_30" [id=343, type=dequantize_per_channel]; -"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 conv2d_35_scale_0" [id=360, type=get_attr]; -"361 conv2d_35_zero_point_0" [id=361, type=get_attr]; -"362 compressed_weight_updated_constant23" [id=362, type=get_attr]; -"363 quantize_per_channel_default_31" [id=363, type=quantize_per_channel]; -"364 dequantize_per_channel_default_31" [id=364, type=dequantize_per_channel]; -"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 conv2d_36_scale_0" [id=372, type=get_attr]; -"373 conv2d_36_zero_point_0" [id=373, type=get_attr]; -"374 compressed_weight_updated_constant24" [id=374, type=get_attr]; -"375 quantize_per_channel_default_32" [id=375, type=quantize_per_channel]; -"376 dequantize_per_channel_default_32" [id=376, type=dequantize_per_channel]; -"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 conv2d_37_scale_0" [id=384, type=get_attr]; -"385 conv2d_37_zero_point_0" [id=385, type=get_attr]; -"386 compressed_weight_updated_constant25" [id=386, type=get_attr]; -"387 quantize_per_channel_default_34" [id=387, type=quantize_per_channel]; -"388 dequantize_per_channel_default_34" [id=388, type=dequantize_per_channel]; -"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, type=relu]; -"397 conv2d_39" [id=397, type=conv2d]; -"398 hardsigmoid_6" [id=398, type=hardsigmoid]; -"399 quantize_per_tensor_default_34" [id=399, type=quantize_per_tensor]; -"400 dequantize_per_tensor_default_45" [id=400, type=dequantize_per_tensor]; -"401 mul_6" [id=401, type=mul]; -"402 quantize_per_tensor_default_35" [id=402, type=quantize_per_tensor]; -"403 dequantize_per_tensor_default_46" [id=403, type=dequantize_per_tensor]; -"404 features_9_block_3_0_weight_bias" [id=404, type=get_attr]; -"405 conv2d_40_scale_0" [id=405, type=get_attr]; -"406 conv2d_40_zero_point_0" [id=406, type=get_attr]; -"407 compressed_weight_updated_constant26" [id=407, type=get_attr]; -"408 quantize_per_channel_default_35" [id=408, type=quantize_per_channel]; -"409 dequantize_per_channel_default_35" [id=409, type=dequantize_per_channel]; -"410 conv2d_40" [id=410, type=conv2d]; -"411 quantize_per_tensor_default_36" [id=411, type=quantize_per_tensor]; -"412 dequantize_per_tensor_default_48" [id=412, type=dequantize_per_tensor]; -"413 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 conv2d_41_scale_0" [id=415, type=get_attr]; -"416 conv2d_41_zero_point_0" [id=416, type=get_attr]; -"417 compressed_weight_updated_constant27" [id=417, type=get_attr]; -"418 quantize_per_channel_default_36" [id=418, type=quantize_per_channel]; -"419 dequantize_per_channel_default_36" [id=419, type=dequantize_per_channel]; -"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 conv2d_42_scale_0" [id=427, type=get_attr]; -"428 conv2d_42_zero_point_0" [id=428, type=get_attr]; -"429 compressed_weight_updated_constant28" [id=429, type=get_attr]; -"430 quantize_per_channel_default_38" [id=430, type=quantize_per_channel]; -"431 dequantize_per_channel_default_38" [id=431, type=dequantize_per_channel]; -"432 conv2d_42" [id=432, type=conv2d]; -"433 hardswish__14" [id=433, type=hardswish_]; -"434 quantize_per_tensor_default_37" [id=434, type=quantize_per_tensor]; -"435 dequantize_per_tensor_default_50" [id=435, type=dequantize_per_tensor]; -"436 dequantize_per_tensor_default_49" [id=436, type=dequantize_per_tensor]; -"437 adaptive_avg_pool2d_7" [id=437, type=adaptive_avg_pool2d]; -"438 conv2d_43" [id=438, type=conv2d]; -"439 relu_7" [id=439, type=relu]; -"440 conv2d_44" [id=440, type=conv2d]; -"441 hardsigmoid_7" [id=441, type=hardsigmoid]; -"442 quantize_per_tensor_default_38" [id=442, type=quantize_per_tensor]; -"443 dequantize_per_tensor_default_51" [id=443, type=dequantize_per_tensor]; -"444 mul_7" [id=444, type=mul]; -"445 quantize_per_tensor_default_39" [id=445, type=quantize_per_tensor]; -"446 dequantize_per_tensor_default_52" [id=446, type=dequantize_per_tensor]; -"447 features_10_block_3_0_weight_bias" [id=447, type=get_attr]; -"448 conv2d_45_scale_0" [id=448, type=get_attr]; -"449 conv2d_45_zero_point_0" [id=449, type=get_attr]; -"450 compressed_weight_updated_constant29" [id=450, type=get_attr]; -"451 quantize_per_channel_default_39" [id=451, type=quantize_per_channel]; -"452 dequantize_per_channel_default_39" [id=452, type=dequantize_per_channel]; -"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 conv2d_46_scale_0" [id=461, type=get_attr]; -"462 conv2d_46_zero_point_0" [id=462, type=get_attr]; -"463 compressed_weight_updated_constant30" [id=463, type=get_attr]; -"464 quantize_per_channel_default_40" [id=464, type=quantize_per_channel]; -"465 dequantize_per_channel_default_40" [id=465, type=dequantize_per_channel]; -"466 conv2d_46" [id=466, type=conv2d]; -"467 hardswish__15_scale_0" [id=467, type=get_attr]; -"468 hardswish__15_zero_point_0" [id=468, type=get_attr]; -"469 hardswish__15" [id=469, type=hardswish_]; -"470 quantize_per_channel_default_41" [id=470, type=quantize_per_channel]; -"471 dequantize_per_channel_default_41" [id=471, type=dequantize_per_channel]; -"472 features_11_block_1_0_weight_bias" [id=472, type=get_attr]; -"473 conv2d_47_scale_0" [id=473, type=get_attr]; -"474 conv2d_47_zero_point_0" [id=474, type=get_attr]; -"475 compressed_weight_updated_constant31" [id=475, type=get_attr]; -"476 quantize_per_channel_default_42" [id=476, type=quantize_per_channel]; -"477 dequantize_per_channel_default_42" [id=477, type=dequantize_per_channel]; -"478 conv2d_47" [id=478, type=conv2d]; -"479 hardswish__16" [id=479, type=hardswish_]; -"480 quantize_per_tensor_default_42" [id=480, type=quantize_per_tensor]; -"481 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 conv2d_50_scale_0" [id=494, type=get_attr]; -"495 conv2d_50_zero_point_0" [id=495, type=get_attr]; -"496 compressed_weight_updated_constant32" [id=496, type=get_attr]; -"497 quantize_per_channel_default_43" [id=497, type=quantize_per_channel]; -"498 dequantize_per_channel_default_43" [id=498, type=dequantize_per_channel]; -"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 conv2d_51_scale_0" [id=506, type=get_attr]; -"507 conv2d_51_zero_point_0" [id=507, type=get_attr]; -"508 compressed_weight_updated_constant33" [id=508, type=get_attr]; -"509 quantize_per_channel_default_44" [id=509, type=quantize_per_channel]; -"510 dequantize_per_channel_default_44" [id=510, type=dequantize_per_channel]; -"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 linear_scale_0" [id=519, type=get_attr]; -"520 linear_zero_point_0" [id=520, type=get_attr]; -"521 compressed_weight_updated_constant34" [id=521, type=get_attr]; -"522 quantize_per_channel_default_45" [id=522, type=quantize_per_channel]; -"523 dequantize_per_channel_default_45" [id=523, type=dequantize_per_channel]; -"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 linear_1_scale_0" [id=529, type=get_attr]; -"530 linear_1_zero_point_0" [id=530, type=get_attr]; -"531 compressed_weight_updated_constant35" [id=531, type=get_attr]; -"532 quantize_per_channel_default_46" [id=532, type=quantize_per_channel]; -"533 dequantize_per_channel_default_46" [id=533, type=dequantize_per_channel]; -"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 conv2d_scale_0" -> "45 quantize_per_channel_default" [label="(16,)", style=solid]; -"42 conv2d_scale_0" -> "46 dequantize_per_channel_default" [label="(16,)", style=solid]; -"43 conv2d_zero_point_0" -> "45 quantize_per_channel_default" [label="(16,)", style=solid]; -"43 conv2d_zero_point_0" -> "46 dequantize_per_channel_default" [label="(16,)", style=solid]; -"44 compressed_weight_updated_constant0" -> "45 quantize_per_channel_default" [label="(16, 3, 3, 3)", style=solid]; -"45 quantize_per_channel_default" -> "46 dequantize_per_channel_default" [label="(16, 3, 3, 3)", style=solid]; -"46 dequantize_per_channel_default" -> "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 conv2d_1_scale_0" -> "57 quantize_per_channel_default_2" [label="(16,)", style=solid]; -"54 conv2d_1_scale_0" -> "58 dequantize_per_channel_default_2" [label="(16,)", style=solid]; -"55 conv2d_1_zero_point_0" -> "57 quantize_per_channel_default_2" [label="(16,)", style=solid]; -"55 conv2d_1_zero_point_0" -> "58 dequantize_per_channel_default_2" [label="(16,)", style=solid]; -"56 compressed_weight_updated_constant1" -> "57 quantize_per_channel_default_2" [label="(16, 1, 3, 3)", style=solid]; -"57 quantize_per_channel_default_2" -> "58 dequantize_per_channel_default_2" [label="(16, 1, 3, 3)", style=solid]; -"58 dequantize_per_channel_default_2" -> "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 conv2d_4_scale_0" -> "78 quantize_per_channel_default_3" [label="(16,)", style=solid]; -"75 conv2d_4_scale_0" -> "79 dequantize_per_channel_default_3" [label="(16,)", style=solid]; -"76 conv2d_4_zero_point_0" -> "78 quantize_per_channel_default_3" [label="(16,)", style=solid]; -"76 conv2d_4_zero_point_0" -> "79 dequantize_per_channel_default_3" [label="(16,)", style=solid]; -"77 compressed_weight_updated_constant2" -> "78 quantize_per_channel_default_3" [label="(16, 16, 1, 1)", style=solid]; -"78 quantize_per_channel_default_3" -> "79 dequantize_per_channel_default_3" [label="(16, 16, 1, 1)", style=solid]; -"79 dequantize_per_channel_default_3" -> "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 conv2d_5_scale_0" -> "87 quantize_per_channel_default_4" [label="(72,)", style=solid]; -"84 conv2d_5_scale_0" -> "88 dequantize_per_channel_default_4" [label="(72,)", style=solid]; -"85 conv2d_5_zero_point_0" -> "87 quantize_per_channel_default_4" [label="(72,)", style=solid]; -"85 conv2d_5_zero_point_0" -> "88 dequantize_per_channel_default_4" [label="(72,)", style=solid]; -"86 compressed_weight_updated_constant3" -> "87 quantize_per_channel_default_4" [label="(72, 16, 1, 1)", style=solid]; -"87 quantize_per_channel_default_4" -> "88 dequantize_per_channel_default_4" [label="(72, 16, 1, 1)", style=solid]; -"88 dequantize_per_channel_default_4" -> "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 conv2d_6_scale_0" -> "99 quantize_per_channel_default_6" [label="(72,)", style=solid]; -"96 conv2d_6_scale_0" -> "100 dequantize_per_channel_default_6" [label="(72,)", style=solid]; -"97 conv2d_6_zero_point_0" -> "99 quantize_per_channel_default_6" [label="(72,)", style=solid]; -"97 conv2d_6_zero_point_0" -> "100 dequantize_per_channel_default_6" [label="(72,)", style=solid]; -"98 compressed_weight_updated_constant4" -> "99 quantize_per_channel_default_6" [label="(72, 1, 3, 3)", style=solid]; -"99 quantize_per_channel_default_6" -> "100 dequantize_per_channel_default_6" [label="(72, 1, 3, 3)", style=solid]; -"100 dequantize_per_channel_default_6" -> "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 conv2d_7_scale_0" -> "109 quantize_per_channel_default_7" [label="(24,)", style=solid]; -"106 conv2d_7_scale_0" -> "110 dequantize_per_channel_default_7" [label="(24,)", style=solid]; -"107 conv2d_7_zero_point_0" -> "109 quantize_per_channel_default_7" [label="(24,)", style=solid]; -"107 conv2d_7_zero_point_0" -> "110 dequantize_per_channel_default_7" [label="(24,)", style=solid]; -"108 compressed_weight_updated_constant5" -> "109 quantize_per_channel_default_7" [label="(24, 72, 1, 1)", style=solid]; -"109 quantize_per_channel_default_7" -> "110 dequantize_per_channel_default_7" [label="(24, 72, 1, 1)", style=solid]; -"110 dequantize_per_channel_default_7" -> "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 conv2d_8_scale_0" -> "119 quantize_per_channel_default_8" [label="(88,)", style=solid]; -"116 conv2d_8_scale_0" -> "120 dequantize_per_channel_default_8" [label="(88,)", style=solid]; -"117 conv2d_8_zero_point_0" -> "119 quantize_per_channel_default_8" [label="(88,)", style=solid]; -"117 conv2d_8_zero_point_0" -> "120 dequantize_per_channel_default_8" [label="(88,)", style=solid]; -"118 compressed_weight_updated_constant6" -> "119 quantize_per_channel_default_8" [label="(88, 24, 1, 1)", style=solid]; -"119 quantize_per_channel_default_8" -> "120 dequantize_per_channel_default_8" [label="(88, 24, 1, 1)", style=solid]; -"120 dequantize_per_channel_default_8" -> "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 conv2d_9_scale_0" -> "131 quantize_per_channel_default_10" [label="(88,)", style=solid]; -"128 conv2d_9_scale_0" -> "132 dequantize_per_channel_default_10" [label="(88,)", style=solid]; -"129 conv2d_9_zero_point_0" -> "131 quantize_per_channel_default_10" [label="(88,)", style=solid]; -"129 conv2d_9_zero_point_0" -> "132 dequantize_per_channel_default_10" [label="(88,)", style=solid]; -"130 compressed_weight_updated_constant7" -> "131 quantize_per_channel_default_10" [label="(88, 1, 3, 3)", style=solid]; -"131 quantize_per_channel_default_10" -> "132 dequantize_per_channel_default_10" [label="(88, 1, 3, 3)", style=solid]; -"132 dequantize_per_channel_default_10" -> "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 conv2d_10_scale_0" -> "141 quantize_per_channel_default_11" [label="(24,)", style=solid]; -"138 conv2d_10_scale_0" -> "142 dequantize_per_channel_default_11" [label="(24,)", style=solid]; -"139 conv2d_10_zero_point_0" -> "141 quantize_per_channel_default_11" [label="(24,)", style=solid]; -"139 conv2d_10_zero_point_0" -> "142 dequantize_per_channel_default_11" [label="(24,)", style=solid]; -"140 compressed_weight_updated_constant8" -> "141 quantize_per_channel_default_11" [label="(24, 88, 1, 1)", style=solid]; -"141 quantize_per_channel_default_11" -> "142 dequantize_per_channel_default_11" [label="(24, 88, 1, 1)", style=solid]; -"142 dequantize_per_channel_default_11" -> "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 conv2d_11_scale_0" -> "153 quantize_per_channel_default_12" [label="(96,)", style=solid]; -"150 conv2d_11_scale_0" -> "154 dequantize_per_channel_default_12" [label="(96,)", style=solid]; -"151 conv2d_11_zero_point_0" -> "153 quantize_per_channel_default_12" [label="(96,)", style=solid]; -"151 conv2d_11_zero_point_0" -> "154 dequantize_per_channel_default_12" [label="(96,)", style=solid]; -"152 compressed_weight_updated_constant9" -> "153 quantize_per_channel_default_12" [label="(96, 24, 1, 1)", style=solid]; -"153 quantize_per_channel_default_12" -> "154 dequantize_per_channel_default_12" [label="(96, 24, 1, 1)", style=solid]; -"154 dequantize_per_channel_default_12" -> "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 conv2d_12_scale_0" -> "165 quantize_per_channel_default_14" [label="(96,)", style=solid]; -"162 conv2d_12_scale_0" -> "166 dequantize_per_channel_default_14" [label="(96,)", style=solid]; -"163 conv2d_12_zero_point_0" -> "165 quantize_per_channel_default_14" [label="(96,)", style=solid]; -"163 conv2d_12_zero_point_0" -> "166 dequantize_per_channel_default_14" [label="(96,)", style=solid]; -"164 compressed_weight_updated_constant10" -> "165 quantize_per_channel_default_14" [label="(96, 1, 5, 5)", style=solid]; -"165 quantize_per_channel_default_14" -> "166 dequantize_per_channel_default_14" [label="(96, 1, 5, 5)", style=solid]; -"166 dequantize_per_channel_default_14" -> "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 conv2d_15_scale_0" -> "186 quantize_per_channel_default_15" [label="(40,)", style=solid]; -"183 conv2d_15_scale_0" -> "187 dequantize_per_channel_default_15" [label="(40,)", style=solid]; -"184 conv2d_15_zero_point_0" -> "186 quantize_per_channel_default_15" [label="(40,)", style=solid]; -"184 conv2d_15_zero_point_0" -> "187 dequantize_per_channel_default_15" [label="(40,)", style=solid]; -"185 compressed_weight_updated_constant11" -> "186 quantize_per_channel_default_15" [label="(40, 96, 1, 1)", style=solid]; -"186 quantize_per_channel_default_15" -> "187 dequantize_per_channel_default_15" [label="(40, 96, 1, 1)", style=solid]; -"187 dequantize_per_channel_default_15" -> "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 conv2d_16_scale_0" -> "196 quantize_per_channel_default_16" [label="(240,)", style=solid]; -"193 conv2d_16_scale_0" -> "197 dequantize_per_channel_default_16" [label="(240,)", style=solid]; -"194 conv2d_16_zero_point_0" -> "196 quantize_per_channel_default_16" [label="(240,)", style=solid]; -"194 conv2d_16_zero_point_0" -> "197 dequantize_per_channel_default_16" [label="(240,)", style=solid]; -"195 compressed_weight_updated_constant12" -> "196 quantize_per_channel_default_16" [label="(240, 40, 1, 1)", style=solid]; -"196 quantize_per_channel_default_16" -> "197 dequantize_per_channel_default_16" [label="(240, 40, 1, 1)", style=solid]; -"197 dequantize_per_channel_default_16" -> "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 conv2d_17_scale_0" -> "208 quantize_per_channel_default_18" [label="(240,)", style=solid]; -"205 conv2d_17_scale_0" -> "209 dequantize_per_channel_default_18" [label="(240,)", style=solid]; -"206 conv2d_17_zero_point_0" -> "208 quantize_per_channel_default_18" [label="(240,)", style=solid]; -"206 conv2d_17_zero_point_0" -> "209 dequantize_per_channel_default_18" [label="(240,)", style=solid]; -"207 compressed_weight_updated_constant13" -> "208 quantize_per_channel_default_18" [label="(240, 1, 5, 5)", style=solid]; -"208 quantize_per_channel_default_18" -> "209 dequantize_per_channel_default_18" [label="(240, 1, 5, 5)", style=solid]; -"209 dequantize_per_channel_default_18" -> "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 conv2d_20_scale_0" -> "229 quantize_per_channel_default_19" [label="(40,)", style=solid]; -"226 conv2d_20_scale_0" -> "230 dequantize_per_channel_default_19" [label="(40,)", style=solid]; -"227 conv2d_20_zero_point_0" -> "229 quantize_per_channel_default_19" [label="(40,)", style=solid]; -"227 conv2d_20_zero_point_0" -> "230 dequantize_per_channel_default_19" [label="(40,)", style=solid]; -"228 compressed_weight_updated_constant14" -> "229 quantize_per_channel_default_19" [label="(40, 240, 1, 1)", style=solid]; -"229 quantize_per_channel_default_19" -> "230 dequantize_per_channel_default_19" [label="(40, 240, 1, 1)", style=solid]; -"230 dequantize_per_channel_default_19" -> "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 conv2d_21_scale_0" -> "242 quantize_per_channel_default_20" [label="(240,)", style=solid]; -"239 conv2d_21_scale_0" -> "243 dequantize_per_channel_default_20" [label="(240,)", style=solid]; -"240 conv2d_21_zero_point_0" -> "242 quantize_per_channel_default_20" [label="(240,)", style=solid]; -"240 conv2d_21_zero_point_0" -> "243 dequantize_per_channel_default_20" [label="(240,)", style=solid]; -"241 compressed_weight_updated_constant15" -> "242 quantize_per_channel_default_20" [label="(240, 40, 1, 1)", style=solid]; -"242 quantize_per_channel_default_20" -> "243 dequantize_per_channel_default_20" [label="(240, 40, 1, 1)", style=solid]; -"243 dequantize_per_channel_default_20" -> "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 conv2d_22_scale_0" -> "254 quantize_per_channel_default_22" [label="(240,)", style=solid]; -"251 conv2d_22_scale_0" -> "255 dequantize_per_channel_default_22" [label="(240,)", style=solid]; -"252 conv2d_22_zero_point_0" -> "254 quantize_per_channel_default_22" [label="(240,)", style=solid]; -"252 conv2d_22_zero_point_0" -> "255 dequantize_per_channel_default_22" [label="(240,)", style=solid]; -"253 compressed_weight_updated_constant16" -> "254 quantize_per_channel_default_22" [label="(240, 1, 5, 5)", style=solid]; -"254 quantize_per_channel_default_22" -> "255 dequantize_per_channel_default_22" [label="(240, 1, 5, 5)", style=solid]; -"255 dequantize_per_channel_default_22" -> "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 conv2d_25_scale_0" -> "275 quantize_per_channel_default_23" [label="(40,)", style=solid]; -"272 conv2d_25_scale_0" -> "276 dequantize_per_channel_default_23" [label="(40,)", style=solid]; -"273 conv2d_25_zero_point_0" -> "275 quantize_per_channel_default_23" [label="(40,)", style=solid]; -"273 conv2d_25_zero_point_0" -> "276 dequantize_per_channel_default_23" [label="(40,)", style=solid]; -"274 compressed_weight_updated_constant17" -> "275 quantize_per_channel_default_23" [label="(40, 240, 1, 1)", style=solid]; -"275 quantize_per_channel_default_23" -> "276 dequantize_per_channel_default_23" [label="(40, 240, 1, 1)", style=solid]; -"276 dequantize_per_channel_default_23" -> "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 conv2d_26_scale_0" -> "287 quantize_per_channel_default_24" [label="(120,)", style=solid]; -"284 conv2d_26_scale_0" -> "288 dequantize_per_channel_default_24" [label="(120,)", style=solid]; -"285 conv2d_26_zero_point_0" -> "287 quantize_per_channel_default_24" [label="(120,)", style=solid]; -"285 conv2d_26_zero_point_0" -> "288 dequantize_per_channel_default_24" [label="(120,)", style=solid]; -"286 compressed_weight_updated_constant18" -> "287 quantize_per_channel_default_24" [label="(120, 40, 1, 1)", style=solid]; -"287 quantize_per_channel_default_24" -> "288 dequantize_per_channel_default_24" [label="(120, 40, 1, 1)", style=solid]; -"288 dequantize_per_channel_default_24" -> "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 conv2d_27_scale_0" -> "299 quantize_per_channel_default_26" [label="(120,)", style=solid]; -"296 conv2d_27_scale_0" -> "300 dequantize_per_channel_default_26" [label="(120,)", style=solid]; -"297 conv2d_27_zero_point_0" -> "299 quantize_per_channel_default_26" [label="(120,)", style=solid]; -"297 conv2d_27_zero_point_0" -> "300 dequantize_per_channel_default_26" [label="(120,)", style=solid]; -"298 compressed_weight_updated_constant19" -> "299 quantize_per_channel_default_26" [label="(120, 1, 5, 5)", style=solid]; -"299 quantize_per_channel_default_26" -> "300 dequantize_per_channel_default_26" [label="(120, 1, 5, 5)", style=solid]; -"300 dequantize_per_channel_default_26" -> "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 conv2d_30_scale_0" -> "320 quantize_per_channel_default_27" [label="(48,)", style=solid]; -"317 conv2d_30_scale_0" -> "321 dequantize_per_channel_default_27" [label="(48,)", style=solid]; -"318 conv2d_30_zero_point_0" -> "320 quantize_per_channel_default_27" [label="(48,)", style=solid]; -"318 conv2d_30_zero_point_0" -> "321 dequantize_per_channel_default_27" [label="(48,)", style=solid]; -"319 compressed_weight_updated_constant20" -> "320 quantize_per_channel_default_27" [label="(48, 120, 1, 1)", style=solid]; -"320 quantize_per_channel_default_27" -> "321 dequantize_per_channel_default_27" [label="(48, 120, 1, 1)", style=solid]; -"321 dequantize_per_channel_default_27" -> "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 conv2d_31_scale_0" -> "330 quantize_per_channel_default_28" [label="(144,)", style=solid]; -"327 conv2d_31_scale_0" -> "331 dequantize_per_channel_default_28" [label="(144,)", style=solid]; -"328 conv2d_31_zero_point_0" -> "330 quantize_per_channel_default_28" [label="(144,)", style=solid]; -"328 conv2d_31_zero_point_0" -> "331 dequantize_per_channel_default_28" [label="(144,)", style=solid]; -"329 compressed_weight_updated_constant21" -> "330 quantize_per_channel_default_28" [label="(144, 48, 1, 1)", style=solid]; -"330 quantize_per_channel_default_28" -> "331 dequantize_per_channel_default_28" [label="(144, 48, 1, 1)", style=solid]; -"331 dequantize_per_channel_default_28" -> "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 conv2d_32_scale_0" -> "342 quantize_per_channel_default_30" [label="(144,)", style=solid]; -"339 conv2d_32_scale_0" -> "343 dequantize_per_channel_default_30" [label="(144,)", style=solid]; -"340 conv2d_32_zero_point_0" -> "342 quantize_per_channel_default_30" [label="(144,)", style=solid]; -"340 conv2d_32_zero_point_0" -> "343 dequantize_per_channel_default_30" [label="(144,)", style=solid]; -"341 compressed_weight_updated_constant22" -> "342 quantize_per_channel_default_30" [label="(144, 1, 5, 5)", style=solid]; -"342 quantize_per_channel_default_30" -> "343 dequantize_per_channel_default_30" [label="(144, 1, 5, 5)", style=solid]; -"343 dequantize_per_channel_default_30" -> "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 conv2d_35_scale_0" -> "363 quantize_per_channel_default_31" [label="(48,)", style=solid]; -"360 conv2d_35_scale_0" -> "364 dequantize_per_channel_default_31" [label="(48,)", style=solid]; -"361 conv2d_35_zero_point_0" -> "363 quantize_per_channel_default_31" [label="(48,)", style=solid]; -"361 conv2d_35_zero_point_0" -> "364 dequantize_per_channel_default_31" [label="(48,)", style=solid]; -"362 compressed_weight_updated_constant23" -> "363 quantize_per_channel_default_31" [label="(48, 144, 1, 1)", style=solid]; -"363 quantize_per_channel_default_31" -> "364 dequantize_per_channel_default_31" [label="(48, 144, 1, 1)", style=solid]; -"364 dequantize_per_channel_default_31" -> "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 conv2d_36_scale_0" -> "375 quantize_per_channel_default_32" [label="(288,)", style=solid]; -"372 conv2d_36_scale_0" -> "376 dequantize_per_channel_default_32" [label="(288,)", style=solid]; -"373 conv2d_36_zero_point_0" -> "375 quantize_per_channel_default_32" [label="(288,)", style=solid]; -"373 conv2d_36_zero_point_0" -> "376 dequantize_per_channel_default_32" [label="(288,)", style=solid]; -"374 compressed_weight_updated_constant24" -> "375 quantize_per_channel_default_32" [label="(288, 48, 1, 1)", style=solid]; -"375 quantize_per_channel_default_32" -> "376 dequantize_per_channel_default_32" [label="(288, 48, 1, 1)", style=solid]; -"376 dequantize_per_channel_default_32" -> "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 conv2d_37_scale_0" -> "387 quantize_per_channel_default_34" [label="(288,)", style=solid]; -"384 conv2d_37_scale_0" -> "388 dequantize_per_channel_default_34" [label="(288,)", style=solid]; -"385 conv2d_37_zero_point_0" -> "387 quantize_per_channel_default_34" [label="(288,)", style=solid]; -"385 conv2d_37_zero_point_0" -> "388 dequantize_per_channel_default_34" [label="(288,)", style=solid]; -"386 compressed_weight_updated_constant25" -> "387 quantize_per_channel_default_34" [label="(288, 1, 5, 5)", style=solid]; -"387 quantize_per_channel_default_34" -> "388 dequantize_per_channel_default_34" [label="(288, 1, 5, 5)", style=solid]; -"388 dequantize_per_channel_default_34" -> "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 conv2d_40_scale_0" -> "408 quantize_per_channel_default_35" [label="(96,)", style=solid]; -"405 conv2d_40_scale_0" -> "409 dequantize_per_channel_default_35" [label="(96,)", style=solid]; -"406 conv2d_40_zero_point_0" -> "408 quantize_per_channel_default_35" [label="(96,)", style=solid]; -"406 conv2d_40_zero_point_0" -> "409 dequantize_per_channel_default_35" [label="(96,)", style=solid]; -"407 compressed_weight_updated_constant26" -> "408 quantize_per_channel_default_35" [label="(96, 288, 1, 1)", style=solid]; -"408 quantize_per_channel_default_35" -> "409 dequantize_per_channel_default_35" [label="(96, 288, 1, 1)", style=solid]; -"409 dequantize_per_channel_default_35" -> "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 conv2d_41_scale_0" -> "418 quantize_per_channel_default_36" [label="(576,)", style=solid]; -"415 conv2d_41_scale_0" -> "419 dequantize_per_channel_default_36" [label="(576,)", style=solid]; -"416 conv2d_41_zero_point_0" -> "418 quantize_per_channel_default_36" [label="(576,)", style=solid]; -"416 conv2d_41_zero_point_0" -> "419 dequantize_per_channel_default_36" [label="(576,)", style=solid]; -"417 compressed_weight_updated_constant27" -> "418 quantize_per_channel_default_36" [label="(576, 96, 1, 1)", style=solid]; -"418 quantize_per_channel_default_36" -> "419 dequantize_per_channel_default_36" [label="(576, 96, 1, 1)", style=solid]; -"419 dequantize_per_channel_default_36" -> "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 conv2d_42_scale_0" -> "430 quantize_per_channel_default_38" [label="(576,)", style=solid]; -"427 conv2d_42_scale_0" -> "431 dequantize_per_channel_default_38" [label="(576,)", style=solid]; -"428 conv2d_42_zero_point_0" -> "430 quantize_per_channel_default_38" [label="(576,)", style=solid]; -"428 conv2d_42_zero_point_0" -> "431 dequantize_per_channel_default_38" [label="(576,)", style=solid]; -"429 compressed_weight_updated_constant28" -> "430 quantize_per_channel_default_38" [label="(576, 1, 5, 5)", style=solid]; -"430 quantize_per_channel_default_38" -> "431 dequantize_per_channel_default_38" [label="(576, 1, 5, 5)", style=solid]; -"431 dequantize_per_channel_default_38" -> "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 conv2d_45_scale_0" -> "451 quantize_per_channel_default_39" [label="(96,)", style=solid]; -"448 conv2d_45_scale_0" -> "452 dequantize_per_channel_default_39" [label="(96,)", style=solid]; -"449 conv2d_45_zero_point_0" -> "451 quantize_per_channel_default_39" [label="(96,)", style=solid]; -"449 conv2d_45_zero_point_0" -> "452 dequantize_per_channel_default_39" [label="(96,)", style=solid]; -"450 compressed_weight_updated_constant29" -> "451 quantize_per_channel_default_39" [label="(96, 576, 1, 1)", style=solid]; -"451 quantize_per_channel_default_39" -> "452 dequantize_per_channel_default_39" [label="(96, 576, 1, 1)", style=solid]; -"452 dequantize_per_channel_default_39" -> "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 conv2d_46_scale_0" -> "464 quantize_per_channel_default_40" [label="(576,)", style=solid]; -"461 conv2d_46_scale_0" -> "465 dequantize_per_channel_default_40" [label="(576,)", style=solid]; -"462 conv2d_46_zero_point_0" -> "464 quantize_per_channel_default_40" [label="(576,)", style=solid]; -"462 conv2d_46_zero_point_0" -> "465 dequantize_per_channel_default_40" [label="(576,)", style=solid]; -"463 compressed_weight_updated_constant30" -> "464 quantize_per_channel_default_40" [label="(576, 96, 1, 1)", style=solid]; -"464 quantize_per_channel_default_40" -> "465 dequantize_per_channel_default_40" [label="(576, 96, 1, 1)", style=solid]; -"465 dequantize_per_channel_default_40" -> "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 conv2d_47_scale_0" -> "476 quantize_per_channel_default_42" [label="(576,)", style=solid]; -"473 conv2d_47_scale_0" -> "477 dequantize_per_channel_default_42" [label="(576,)", style=solid]; -"474 conv2d_47_zero_point_0" -> "476 quantize_per_channel_default_42" [label="(576,)", style=solid]; -"474 conv2d_47_zero_point_0" -> "477 dequantize_per_channel_default_42" [label="(576,)", style=solid]; -"475 compressed_weight_updated_constant31" -> "476 quantize_per_channel_default_42" [label="(576, 1, 5, 5)", style=solid]; -"476 quantize_per_channel_default_42" -> "477 dequantize_per_channel_default_42" [label="(576, 1, 5, 5)", style=solid]; -"477 dequantize_per_channel_default_42" -> "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 conv2d_50_scale_0" -> "497 quantize_per_channel_default_43" [label="(96,)", style=solid]; -"494 conv2d_50_scale_0" -> "498 dequantize_per_channel_default_43" [label="(96,)", style=solid]; -"495 conv2d_50_zero_point_0" -> "497 quantize_per_channel_default_43" [label="(96,)", style=solid]; -"495 conv2d_50_zero_point_0" -> "498 dequantize_per_channel_default_43" [label="(96,)", style=solid]; -"496 compressed_weight_updated_constant32" -> "497 quantize_per_channel_default_43" [label="(96, 576, 1, 1)", style=solid]; -"497 quantize_per_channel_default_43" -> "498 dequantize_per_channel_default_43" [label="(96, 576, 1, 1)", style=solid]; -"498 dequantize_per_channel_default_43" -> "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 conv2d_51_scale_0" -> "509 quantize_per_channel_default_44" [label="(576,)", style=solid]; -"506 conv2d_51_scale_0" -> "510 dequantize_per_channel_default_44" [label="(576,)", style=solid]; -"507 conv2d_51_zero_point_0" -> "509 quantize_per_channel_default_44" [label="(576,)", style=solid]; -"507 conv2d_51_zero_point_0" -> "510 dequantize_per_channel_default_44" [label="(576,)", style=solid]; -"508 compressed_weight_updated_constant33" -> "509 quantize_per_channel_default_44" [label="(576, 96, 1, 1)", style=solid]; -"509 quantize_per_channel_default_44" -> "510 dequantize_per_channel_default_44" [label="(576, 96, 1, 1)", style=solid]; -"510 dequantize_per_channel_default_44" -> "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 linear_scale_0" -> "522 quantize_per_channel_default_45" [label="(1024,)", style=solid]; -"519 linear_scale_0" -> "523 dequantize_per_channel_default_45" [label="(1024,)", style=solid]; -"520 linear_zero_point_0" -> "522 quantize_per_channel_default_45" [label="(1024,)", style=solid]; -"520 linear_zero_point_0" -> "523 dequantize_per_channel_default_45" [label="(1024,)", style=solid]; -"521 compressed_weight_updated_constant34" -> "522 quantize_per_channel_default_45" [label="(1024, 576)", style=solid]; -"522 quantize_per_channel_default_45" -> "523 dequantize_per_channel_default_45" [label="(1024, 576)", style=solid]; -"523 dequantize_per_channel_default_45" -> "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 linear_1_scale_0" -> "532 quantize_per_channel_default_46" [label="(1000,)", style=solid]; -"529 linear_1_scale_0" -> "533 dequantize_per_channel_default_46" [label="(1000,)", style=solid]; -"530 linear_1_zero_point_0" -> "532 quantize_per_channel_default_46" [label="(1000,)", style=solid]; -"530 linear_1_zero_point_0" -> "533 dequantize_per_channel_default_46" [label="(1000,)", style=solid]; -"531 compressed_weight_updated_constant35" -> "532 quantize_per_channel_default_46" [label="(1000, 1024)", style=solid]; -"532 quantize_per_channel_default_46" -> "533 dequantize_per_channel_default_46" [label="(1000, 1024)", style=solid]; -"533 dequantize_per_channel_default_46" -> "534 linear_1" [label="(1000, 1024)", style=solid]; -"534 linear_1" -> "535 output" [label="(1, 1000)", style=solid]; +"60 relu_" [id=60, type="relu_"]; +"61 quantize_per_tensor_default_1" [id=61, type="quantize_per_tensor"]; +"62 dequantize_per_tensor_default_1" [id=62, type="dequantize_per_tensor"]; +"63 adaptive_avg_pool2d" [id=63, type="adaptive_avg_pool2d"]; +"64 conv2d_2" [id=64, type=conv2d]; +"65 relu" [id=65, type=relu]; +"66 conv2d_3" [id=66, type=conv2d]; +"67 hardsigmoid" [id=67, type=hardsigmoid]; +"68 quantize_per_tensor_default_2" [id=68, type="quantize_per_tensor"]; +"69 dequantize_per_tensor_default_2" [id=69, type="dequantize_per_tensor"]; +"70 mul" [id=70, type=mul]; +"71 quantize_per_tensor_default_3" [id=71, type="quantize_per_tensor"]; +"72 dequantize_per_tensor_default_3" [id=72, type="dequantize_per_tensor"]; +"73 features_1_block_2_0_weight_bias" [id=73, type="get_attr"]; +"74 conv2d_4_scale_0" [id=74, type="get_attr"]; +"75 conv2d_4_zero_point_0" [id=75, type="get_attr"]; +"76 compressed_weight_updated_constant2" [id=76, type="get_attr"]; +"77 quantize_per_channel_default_3" [id=77, type="quantize_per_channel"]; +"78 dequantize_per_channel_default_3" [id=78, type="dequantize_per_channel"]; +"79 conv2d_4" [id=79, type=conv2d]; +"80 quantize_per_tensor_default_4" [id=80, type="quantize_per_tensor"]; +"81 dequantize_per_tensor_default_4" [id=81, type="dequantize_per_tensor"]; +"82 features_2_block_0_0_weight_bias" [id=82, type="get_attr"]; +"83 conv2d_5_scale_0" [id=83, type="get_attr"]; +"84 conv2d_5_zero_point_0" [id=84, type="get_attr"]; +"85 compressed_weight_updated_constant3" [id=85, type="get_attr"]; +"86 quantize_per_channel_default_4" [id=86, type="quantize_per_channel"]; +"87 dequantize_per_channel_default_4" [id=87, type="dequantize_per_channel"]; +"88 conv2d_5" [id=88, type=conv2d]; +"89 relu__1_scale_0" [id=89, type="get_attr"]; +"90 relu__1_zero_point_0" [id=90, type="get_attr"]; +"91 relu__1" [id=91, type="relu_"]; +"92 quantize_per_channel_default_5" [id=92, type="quantize_per_channel"]; +"93 dequantize_per_channel_default_5" [id=93, type="dequantize_per_channel"]; +"94 features_2_block_1_0_weight_bias" [id=94, type="get_attr"]; +"95 conv2d_6_scale_0" [id=95, type="get_attr"]; +"96 conv2d_6_zero_point_0" [id=96, type="get_attr"]; +"97 compressed_weight_updated_constant4" [id=97, type="get_attr"]; +"98 quantize_per_channel_default_6" [id=98, type="quantize_per_channel"]; +"99 dequantize_per_channel_default_6" [id=99, type="dequantize_per_channel"]; +"100 conv2d_6" [id=100, type=conv2d]; +"101 relu__2" [id=101, type="relu_"]; +"102 quantize_per_tensor_default_5" [id=102, type="quantize_per_tensor"]; +"103 dequantize_per_tensor_default_5" [id=103, type="dequantize_per_tensor"]; +"104 features_2_block_2_0_weight_bias" [id=104, type="get_attr"]; +"105 conv2d_7_scale_0" [id=105, type="get_attr"]; +"106 conv2d_7_zero_point_0" [id=106, type="get_attr"]; +"107 compressed_weight_updated_constant5" [id=107, type="get_attr"]; +"108 quantize_per_channel_default_7" [id=108, type="quantize_per_channel"]; +"109 dequantize_per_channel_default_7" [id=109, type="dequantize_per_channel"]; +"110 conv2d_7" [id=110, type=conv2d]; +"111 quantize_per_tensor_default_6" [id=111, type="quantize_per_tensor"]; +"112 dequantize_per_tensor_default_6" [id=112, type="dequantize_per_tensor"]; +"113 features_3_block_0_0_weight_bias" [id=113, type="get_attr"]; +"114 conv2d_8_scale_0" [id=114, type="get_attr"]; +"115 conv2d_8_zero_point_0" [id=115, type="get_attr"]; +"116 compressed_weight_updated_constant6" [id=116, type="get_attr"]; +"117 quantize_per_channel_default_8" [id=117, type="quantize_per_channel"]; +"118 dequantize_per_channel_default_8" [id=118, type="dequantize_per_channel"]; +"119 conv2d_8" [id=119, type=conv2d]; +"120 relu__3_scale_0" [id=120, type="get_attr"]; 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+"416 conv2d_42_zero_point_0" -> "419 dequantize_per_channel_default_38" [style=solid, label="(576,)"]; +"417 compressed_weight_updated_constant28" -> "418 quantize_per_channel_default_38" [style=solid, label="(576, 1, 5, 5)"]; +"418 quantize_per_channel_default_38" -> "419 dequantize_per_channel_default_38" [style=solid, label="(576, 1, 5, 5)"]; +"419 dequantize_per_channel_default_38" -> "420 conv2d_42" [style=solid, label="(576, 1, 5, 5)"]; +"420 conv2d_42" -> "421 hardswish__14" [style=solid, label="(1, 576, 7, 7)"]; +"421 hardswish__14" -> "422 quantize_per_tensor_default_37" [style=solid, label="(1, 576, 7, 7)"]; +"422 quantize_per_tensor_default_37" -> "423 dequantize_per_tensor_default_37" [style=solid, label="(1, 576, 7, 7)"]; +"423 dequantize_per_tensor_default_37" -> "424 adaptive_avg_pool2d_7" [style=solid, label="(1, 576, 7, 7)"]; +"423 dequantize_per_tensor_default_37" -> "431 mul_7" [style=solid, label="(1, 576, 7, 7)"]; +"424 adaptive_avg_pool2d_7" -> "425 conv2d_43" [style=solid, label="(1, 576, 1, 1)"]; +"425 conv2d_43" -> "426 relu_7" [style=solid, label="(1, 144, 1, 1)"]; +"426 relu_7" -> "427 conv2d_44" [style=solid, label="(1, 144, 1, 1)"]; +"427 conv2d_44" -> "428 hardsigmoid_7" [style=solid, label="(1, 576, 1, 1)"]; +"428 hardsigmoid_7" -> "429 quantize_per_tensor_default_38" [style=solid, label="(1, 576, 1, 1)"]; +"429 quantize_per_tensor_default_38" -> "430 dequantize_per_tensor_default_38" [style=solid, label="(1, 576, 1, 1)"]; +"430 dequantize_per_tensor_default_38" -> "431 mul_7" [style=solid, label="(1, 576, 1, 1)"]; +"431 mul_7" -> "432 quantize_per_tensor_default_39" [style=solid, label="(1, 576, 7, 7)"]; +"432 quantize_per_tensor_default_39" -> "433 dequantize_per_tensor_default_39" [style=solid, label="(1, 576, 7, 7)"]; +"433 dequantize_per_tensor_default_39" -> "440 conv2d_45" [style=solid, label="(1, 576, 7, 7)"]; +"434 features_10_block_3_0_weight_bias" -> "440 conv2d_45" [style=solid, label="(96,)"]; +"435 conv2d_45_scale_0" -> "438 quantize_per_channel_default_39" [style=solid, label="(96,)"]; +"435 conv2d_45_scale_0" -> "439 dequantize_per_channel_default_39" [style=solid, label="(96,)"]; +"436 conv2d_45_zero_point_0" -> "438 quantize_per_channel_default_39" [style=solid, label="(96,)"]; +"436 conv2d_45_zero_point_0" -> "439 dequantize_per_channel_default_39" [style=solid, label="(96,)"]; +"437 compressed_weight_updated_constant29" -> "438 quantize_per_channel_default_39" [style=solid, label="(96, 576, 1, 1)"]; +"438 quantize_per_channel_default_39" -> "439 dequantize_per_channel_default_39" [style=solid, label="(96, 576, 1, 1)"]; +"439 dequantize_per_channel_default_39" -> "440 conv2d_45" [style=solid, label="(96, 576, 1, 1)"]; +"440 conv2d_45" -> "441 quantize_per_tensor_default_40" [style=solid, label="(1, 96, 7, 7)"]; +"441 quantize_per_tensor_default_40" -> "442 dequantize_per_tensor_default_40" [style=solid, label="(1, 96, 7, 7)"]; +"442 dequantize_per_tensor_default_40" -> "443 add__4" [style=solid, label="(1, 96, 7, 7)"]; +"443 add__4" -> "444 quantize_per_tensor_default_41" [style=solid, label="(1, 96, 7, 7)"]; +"444 quantize_per_tensor_default_41" -> "445 dequantize_per_tensor_default_41" [style=solid, label="(1, 96, 7, 7)"]; +"445 dequantize_per_tensor_default_41" -> "452 conv2d_46" [style=solid, label="(1, 96, 7, 7)"]; +"445 dequantize_per_tensor_default_41" -> "487 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"446 features_11_block_0_0_weight_bias" -> "452 conv2d_46" [style=solid, label="(576,)"]; +"447 conv2d_46_scale_0" -> "450 quantize_per_channel_default_40" [style=solid, label="(576,)"]; +"447 conv2d_46_scale_0" -> "451 dequantize_per_channel_default_40" [style=solid, label="(576,)"]; +"448 conv2d_46_zero_point_0" -> "450 quantize_per_channel_default_40" [style=solid, label="(576,)"]; +"448 conv2d_46_zero_point_0" -> "451 dequantize_per_channel_default_40" [style=solid, label="(576,)"]; +"449 compressed_weight_updated_constant30" -> "450 quantize_per_channel_default_40" [style=solid, label="(576, 96, 1, 1)"]; +"450 quantize_per_channel_default_40" -> "451 dequantize_per_channel_default_40" [style=solid, label="(576, 96, 1, 1)"]; +"451 dequantize_per_channel_default_40" -> "452 conv2d_46" [style=solid, label="(576, 96, 1, 1)"]; +"452 conv2d_46" -> "455 hardswish__15" [style=solid, label="(1, 576, 7, 7)"]; +"453 hardswish__15_scale_0" -> "456 quantize_per_channel_default_41" [style=solid, label="(576,)"]; +"453 hardswish__15_scale_0" -> "457 dequantize_per_channel_default_41" [style=solid, label="(576,)"]; +"454 hardswish__15_zero_point_0" -> "456 quantize_per_channel_default_41" [style=solid, label="(576,)"]; +"454 hardswish__15_zero_point_0" -> "457 dequantize_per_channel_default_41" [style=solid, label="(576,)"]; +"455 hardswish__15" -> "456 quantize_per_channel_default_41" [style=solid, label="(1, 576, 7, 7)"]; +"456 quantize_per_channel_default_41" -> "457 dequantize_per_channel_default_41" [style=solid, label="(1, 576, 7, 7)"]; +"457 dequantize_per_channel_default_41" -> "464 conv2d_47" [style=solid, label="(1, 576, 7, 7)"]; +"458 features_11_block_1_0_weight_bias" -> "464 conv2d_47" [style=solid, label="(576,)"]; +"459 conv2d_47_scale_0" -> "462 quantize_per_channel_default_42" [style=solid, label="(576,)"]; +"459 conv2d_47_scale_0" -> "463 dequantize_per_channel_default_42" [style=solid, label="(576,)"]; +"460 conv2d_47_zero_point_0" -> "462 quantize_per_channel_default_42" [style=solid, label="(576,)"]; +"460 conv2d_47_zero_point_0" -> "463 dequantize_per_channel_default_42" [style=solid, label="(576,)"]; +"461 compressed_weight_updated_constant31" -> "462 quantize_per_channel_default_42" [style=solid, label="(576, 1, 5, 5)"]; +"462 quantize_per_channel_default_42" -> "463 dequantize_per_channel_default_42" [style=solid, label="(576, 1, 5, 5)"]; +"463 dequantize_per_channel_default_42" -> "464 conv2d_47" [style=solid, label="(576, 1, 5, 5)"]; +"464 conv2d_47" -> "465 hardswish__16" [style=solid, label="(1, 576, 7, 7)"]; +"465 hardswish__16" -> "466 quantize_per_tensor_default_42" [style=solid, label="(1, 576, 7, 7)"]; +"466 quantize_per_tensor_default_42" -> "467 dequantize_per_tensor_default_42" [style=solid, label="(1, 576, 7, 7)"]; +"467 dequantize_per_tensor_default_42" -> "468 adaptive_avg_pool2d_8" [style=solid, label="(1, 576, 7, 7)"]; +"467 dequantize_per_tensor_default_42" -> "475 mul_8" [style=solid, label="(1, 576, 7, 7)"]; +"468 adaptive_avg_pool2d_8" -> "469 conv2d_48" [style=solid, label="(1, 576, 1, 1)"]; +"469 conv2d_48" -> "470 relu_8" [style=solid, label="(1, 144, 1, 1)"]; +"470 relu_8" -> "471 conv2d_49" [style=solid, label="(1, 144, 1, 1)"]; +"471 conv2d_49" -> "472 hardsigmoid_8" [style=solid, label="(1, 576, 1, 1)"]; +"472 hardsigmoid_8" -> "473 quantize_per_tensor_default_43" [style=solid, label="(1, 576, 1, 1)"]; +"473 quantize_per_tensor_default_43" -> "474 dequantize_per_tensor_default_43" [style=solid, label="(1, 576, 1, 1)"]; +"474 dequantize_per_tensor_default_43" -> "475 mul_8" [style=solid, label="(1, 576, 1, 1)"]; +"475 mul_8" -> "476 quantize_per_tensor_default_44" [style=solid, label="(1, 576, 7, 7)"]; +"476 quantize_per_tensor_default_44" -> "477 dequantize_per_tensor_default_44" [style=solid, label="(1, 576, 7, 7)"]; +"477 dequantize_per_tensor_default_44" -> "484 conv2d_50" [style=solid, label="(1, 576, 7, 7)"]; +"478 features_11_block_3_0_weight_bias" -> "484 conv2d_50" [style=solid, label="(96,)"]; +"479 conv2d_50_scale_0" -> "482 quantize_per_channel_default_43" [style=solid, label="(96,)"]; +"479 conv2d_50_scale_0" -> "483 dequantize_per_channel_default_43" [style=solid, label="(96,)"]; +"480 conv2d_50_zero_point_0" -> "482 quantize_per_channel_default_43" [style=solid, label="(96,)"]; +"480 conv2d_50_zero_point_0" -> "483 dequantize_per_channel_default_43" [style=solid, label="(96,)"]; +"481 compressed_weight_updated_constant32" -> "482 quantize_per_channel_default_43" [style=solid, label="(96, 576, 1, 1)"]; +"482 quantize_per_channel_default_43" -> "483 dequantize_per_channel_default_43" [style=solid, label="(96, 576, 1, 1)"]; +"483 dequantize_per_channel_default_43" -> "484 conv2d_50" [style=solid, label="(96, 576, 1, 1)"]; +"484 conv2d_50" -> "485 quantize_per_tensor_default_45" [style=solid, label="(1, 96, 7, 7)"]; +"485 quantize_per_tensor_default_45" -> "486 dequantize_per_tensor_default_45" [style=solid, label="(1, 96, 7, 7)"]; +"486 dequantize_per_tensor_default_45" -> "487 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"487 add__5" -> "488 quantize_per_tensor_default_46" [style=solid, label="(1, 96, 7, 7)"]; +"488 quantize_per_tensor_default_46" -> "489 dequantize_per_tensor_default_46" [style=solid, label="(1, 96, 7, 7)"]; +"489 dequantize_per_tensor_default_46" -> "496 conv2d_51" [style=solid, label="(1, 96, 7, 7)"]; +"490 features_12_0_weight_bias" -> "496 conv2d_51" [style=solid, label="(576,)"]; +"491 conv2d_51_scale_0" -> "494 quantize_per_channel_default_44" [style=solid, label="(576,)"]; +"491 conv2d_51_scale_0" -> "495 dequantize_per_channel_default_44" [style=solid, label="(576,)"]; +"492 conv2d_51_zero_point_0" -> "494 quantize_per_channel_default_44" [style=solid, label="(576,)"]; +"492 conv2d_51_zero_point_0" -> "495 dequantize_per_channel_default_44" [style=solid, label="(576,)"]; +"493 compressed_weight_updated_constant33" -> "494 quantize_per_channel_default_44" [style=solid, label="(576, 96, 1, 1)"]; +"494 quantize_per_channel_default_44" -> "495 dequantize_per_channel_default_44" [style=solid, label="(576, 96, 1, 1)"]; +"495 dequantize_per_channel_default_44" -> "496 conv2d_51" [style=solid, label="(576, 96, 1, 1)"]; +"496 conv2d_51" -> "497 hardswish__17" [style=solid, label="(1, 576, 7, 7)"]; +"497 hardswish__17" -> "498 quantize_per_tensor_default_47" [style=solid, label="(1, 576, 7, 7)"]; +"498 quantize_per_tensor_default_47" -> "499 dequantize_per_tensor_default_47" [style=solid, label="(1, 576, 7, 7)"]; +"499 dequantize_per_tensor_default_47" -> "500 adaptive_avg_pool2d_9" [style=solid, label="(1, 576, 7, 7)"]; +"500 adaptive_avg_pool2d_9" -> "501 quantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"501 quantize_per_tensor_default_48" -> "502 dequantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"502 dequantize_per_tensor_default_48" -> "503 flatten" [style=solid, label="(1, 576, 1, 1)"]; +"503 flatten" -> "509 linear" [style=solid, label="(1, 576)"]; +"504 linear_scale_0" -> "507 quantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"504 linear_scale_0" -> "508 dequantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"505 linear_zero_point_0" -> "507 quantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"505 linear_zero_point_0" -> "508 dequantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"506 compressed_weight_updated_constant34" -> "507 quantize_per_channel_default_45" [style=solid, label="(1024, 576)"]; +"507 quantize_per_channel_default_45" -> "508 dequantize_per_channel_default_45" [style=solid, label="(1024, 576)"]; +"508 dequantize_per_channel_default_45" -> "509 linear" [style=solid, label="(1024, 576)"]; +"509 linear" -> "510 hardswish__18" [style=solid, label="(1, 1024)"]; +"510 hardswish__18" -> "511 quantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"511 quantize_per_tensor_default_49" -> "512 dequantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"512 dequantize_per_tensor_default_49" -> "513 dropout_" [style=solid, label="(1, 1024)"]; +"513 dropout_" -> "519 linear_1" [style=solid, label="(1, 1024)"]; +"514 linear_1_scale_0" -> "517 quantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"514 linear_1_scale_0" -> "518 dequantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"515 linear_1_zero_point_0" -> "517 quantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"515 linear_1_zero_point_0" -> "518 dequantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"516 compressed_weight_updated_constant35" -> "517 quantize_per_channel_default_46" [style=solid, label="(1000, 1024)"]; +"517 quantize_per_channel_default_46" -> "518 dequantize_per_channel_default_46" [style=solid, label="(1000, 1024)"]; +"518 dequantize_per_channel_default_46" -> "519 linear_1" [style=solid, label="(1000, 1024)"]; +"519 linear_1" -> "520 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/quantized/resnet18.dot b/tests/torch/data/reference_graphs/fx/quantized/resnet18.dot index f0fd8208c2e..81982318583 100644 --- a/tests/torch/data/reference_graphs/fx/quantized/resnet18.dot +++ b/tests/torch/data/reference_graphs/fx/quantized/resnet18.dot @@ -1,539 +1,525 @@ -strict digraph { -"0 fc_bias" [id=0, type=get_attr]; +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 conv2d_scale_0" [id=5, type=get_attr]; -"6 conv2d_zero_point_0" [id=6, type=get_attr]; -"7 compressed_weight_updated_constant0" [id=7, type=get_attr]; -"8 quantize_per_channel_default" [id=8, type=quantize_per_channel]; -"9 dequantize_per_channel_default" [id=9, type=dequantize_per_channel]; +"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 conv2d_scale_0" [id=5, type="get_attr"]; +"6 conv2d_zero_point_0" [id=6, type="get_attr"]; +"7 compressed_weight_updated_constant0" [id=7, type="get_attr"]; +"8 quantize_per_channel_default" [id=8, type="quantize_per_channel"]; +"9 dequantize_per_channel_default" [id=9, type="dequantize_per_channel"]; "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 conv2d_1_scale_0" [id=16, type=get_attr]; -"17 conv2d_1_zero_point_0" [id=17, type=get_attr]; -"18 compressed_weight_updated_constant1" [id=18, type=get_attr]; -"19 quantize_per_channel_default_1" [id=19, type=quantize_per_channel]; -"20 dequantize_per_channel_default_1" [id=20, type=dequantize_per_channel]; +"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 conv2d_1_scale_0" [id=16, type="get_attr"]; +"17 conv2d_1_zero_point_0" [id=17, type="get_attr"]; +"18 compressed_weight_updated_constant1" [id=18, type="get_attr"]; +"19 quantize_per_channel_default_1" [id=19, type="quantize_per_channel"]; +"20 dequantize_per_channel_default_1" [id=20, type="dequantize_per_channel"]; "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 conv2d_2_scale_0" [id=26, type=get_attr]; -"27 conv2d_2_zero_point_0" [id=27, type=get_attr]; -"28 compressed_weight_updated_constant2" [id=28, type=get_attr]; -"29 quantize_per_channel_default_2" [id=29, type=quantize_per_channel]; -"30 dequantize_per_channel_default_2" [id=30, type=dequantize_per_channel]; +"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 conv2d_2_scale_0" [id=26, type="get_attr"]; +"27 conv2d_2_zero_point_0" [id=27, type="get_attr"]; +"28 compressed_weight_updated_constant2" [id=28, type="get_attr"]; +"29 quantize_per_channel_default_2" [id=29, type="quantize_per_channel"]; +"30 dequantize_per_channel_default_2" [id=30, type="dequantize_per_channel"]; "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 conv2d_3_scale_0" [id=40, type=get_attr]; -"41 conv2d_3_zero_point_0" [id=41, type=get_attr]; -"42 compressed_weight_updated_constant3" [id=42, type=get_attr]; -"43 quantize_per_channel_default_3" [id=43, type=quantize_per_channel]; -"44 dequantize_per_channel_default_3" [id=44, type=dequantize_per_channel]; -"45 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 conv2d_4_scale_0" [id=50, type=get_attr]; -"51 conv2d_4_zero_point_0" [id=51, type=get_attr]; -"52 compressed_weight_updated_constant4" [id=52, type=get_attr]; -"53 quantize_per_channel_default_4" [id=53, type=quantize_per_channel]; -"54 dequantize_per_channel_default_4" [id=54, type=dequantize_per_channel]; -"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 conv2d_5_scale_0" [id=64, type=get_attr]; -"65 conv2d_5_zero_point_0" [id=65, type=get_attr]; -"66 compressed_weight_updated_constant5" [id=66, type=get_attr]; -"67 quantize_per_channel_default_5" [id=67, type=quantize_per_channel]; -"68 dequantize_per_channel_default_5" [id=68, type=dequantize_per_channel]; -"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 conv2d_6_scale_0" [id=74, type=get_attr]; -"75 conv2d_6_zero_point_0" [id=75, type=get_attr]; -"76 compressed_weight_updated_constant6" [id=76, type=get_attr]; -"77 quantize_per_channel_default_6" [id=77, type=quantize_per_channel]; -"78 dequantize_per_channel_default_6" [id=78, type=dequantize_per_channel]; -"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 conv2d_7_scale_0" [id=83, type=get_attr]; -"84 conv2d_7_zero_point_0" [id=84, type=get_attr]; -"85 compressed_weight_updated_constant7" [id=85, type=get_attr]; -"86 quantize_per_channel_default_7" [id=86, type=quantize_per_channel]; -"87 dequantize_per_channel_default_7" [id=87, type=dequantize_per_channel]; -"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 conv2d_8_scale_0" [id=97, type=get_attr]; -"98 conv2d_8_zero_point_0" [id=98, type=get_attr]; -"99 compressed_weight_updated_constant8" [id=99, type=get_attr]; -"100 quantize_per_channel_default_8" [id=100, type=quantize_per_channel]; -"101 dequantize_per_channel_default_8" [id=101, type=dequantize_per_channel]; -"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 conv2d_9_scale_0" [id=107, type=get_attr]; -"108 conv2d_9_zero_point_0" [id=108, type=get_attr]; -"109 compressed_weight_updated_constant9" [id=109, type=get_attr]; -"110 quantize_per_channel_default_9" [id=110, type=quantize_per_channel]; -"111 dequantize_per_channel_default_9" [id=111, type=dequantize_per_channel]; -"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 conv2d_10_scale_0" [id=121, type=get_attr]; -"122 conv2d_10_zero_point_0" [id=122, type=get_attr]; -"123 compressed_weight_updated_constant10" [id=123, type=get_attr]; -"124 quantize_per_channel_default_10" [id=124, type=quantize_per_channel]; -"125 dequantize_per_channel_default_10" [id=125, type=dequantize_per_channel]; -"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 conv2d_11_scale_0" [id=131, type=get_attr]; -"132 conv2d_11_zero_point_0" [id=132, type=get_attr]; -"133 compressed_weight_updated_constant11" [id=133, type=get_attr]; -"134 quantize_per_channel_default_11" [id=134, type=quantize_per_channel]; -"135 dequantize_per_channel_default_11" [id=135, type=dequantize_per_channel]; -"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 conv2d_12_scale_0" [id=140, type=get_attr]; -"141 conv2d_12_zero_point_0" [id=141, type=get_attr]; -"142 compressed_weight_updated_constant12" [id=142, type=get_attr]; -"143 quantize_per_channel_default_12" [id=143, type=quantize_per_channel]; -"144 dequantize_per_channel_default_12" [id=144, type=dequantize_per_channel]; -"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 conv2d_13_scale_0" [id=154, type=get_attr]; -"155 conv2d_13_zero_point_0" [id=155, type=get_attr]; -"156 compressed_weight_updated_constant13" [id=156, type=get_attr]; -"157 quantize_per_channel_default_13" [id=157, type=quantize_per_channel]; -"158 dequantize_per_channel_default_13" [id=158, type=dequantize_per_channel]; -"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 conv2d_14_scale_0" [id=164, type=get_attr]; -"165 conv2d_14_zero_point_0" [id=165, type=get_attr]; -"166 compressed_weight_updated_constant14" [id=166, type=get_attr]; -"167 quantize_per_channel_default_14" [id=167, type=quantize_per_channel]; -"168 dequantize_per_channel_default_14" [id=168, type=dequantize_per_channel]; -"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 conv2d_15_scale_0" [id=178, type=get_attr]; -"179 conv2d_15_zero_point_0" [id=179, type=get_attr]; -"180 compressed_weight_updated_constant15" [id=180, type=get_attr]; -"181 quantize_per_channel_default_15" [id=181, type=quantize_per_channel]; -"182 dequantize_per_channel_default_15" [id=182, type=dequantize_per_channel]; -"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]; -"188 conv2d_16_scale_0" [id=188, type=get_attr]; -"189 conv2d_16_zero_point_0" [id=189, type=get_attr]; -"190 compressed_weight_updated_constant16" [id=190, type=get_attr]; -"191 quantize_per_channel_default_16" [id=191, type=quantize_per_channel]; -"192 dequantize_per_channel_default_16" [id=192, type=dequantize_per_channel]; -"193 conv2d_16" [id=193, type=conv2d]; -"194 quantize_per_tensor_default_23" [id=194, type=quantize_per_tensor]; -"195 dequantize_per_tensor_default_29" [id=195, type=dequantize_per_tensor]; -"196 layer4_0_downsample_0_weight_bias" [id=196, type=get_attr]; -"197 conv2d_17_scale_0" [id=197, type=get_attr]; -"198 conv2d_17_zero_point_0" [id=198, type=get_attr]; -"199 compressed_weight_updated_constant17" [id=199, type=get_attr]; -"200 quantize_per_channel_default_17" [id=200, type=quantize_per_channel]; -"201 dequantize_per_channel_default_17" [id=201, type=dequantize_per_channel]; -"202 conv2d_17" [id=202, type=conv2d]; -"203 quantize_per_tensor_default_24" [id=203, type=quantize_per_tensor]; -"204 dequantize_per_tensor_default_30" [id=204, type=dequantize_per_tensor]; -"205 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 conv2d_18_scale_0" [id=211, type=get_attr]; -"212 conv2d_18_zero_point_0" [id=212, type=get_attr]; -"213 compressed_weight_updated_constant18" [id=213, type=get_attr]; -"214 quantize_per_channel_default_18" [id=214, type=quantize_per_channel]; -"215 dequantize_per_channel_default_18" [id=215, type=dequantize_per_channel]; -"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 conv2d_19_scale_0" [id=221, type=get_attr]; -"222 conv2d_19_zero_point_0" [id=222, type=get_attr]; -"223 compressed_weight_updated_constant19" [id=223, type=get_attr]; -"224 quantize_per_channel_default_19" [id=224, type=quantize_per_channel]; -"225 dequantize_per_channel_default_19" [id=225, type=dequantize_per_channel]; -"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 linear_scale_0" [id=237, type=get_attr]; -"238 linear_zero_point_0" [id=238, type=get_attr]; -"239 compressed_weight_updated_constant20" [id=239, type=get_attr]; -"240 quantize_per_channel_default_20" [id=240, type=quantize_per_channel]; -"241 dequantize_per_channel_default_20" [id=241, type=dequantize_per_channel]; -"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 conv2d_scale_0" -> "8 quantize_per_channel_default" [label="(64,)", style=solid]; -"5 conv2d_scale_0" -> "9 dequantize_per_channel_default" [label="(64,)", style=solid]; -"6 conv2d_zero_point_0" -> "8 quantize_per_channel_default" [label="(64,)", style=solid]; -"6 conv2d_zero_point_0" -> "9 dequantize_per_channel_default" [label="(64,)", style=solid]; -"7 compressed_weight_updated_constant0" -> "8 quantize_per_channel_default" [label="(64, 3, 7, 7)", style=solid]; -"8 quantize_per_channel_default" -> "9 dequantize_per_channel_default" [label="(64, 3, 7, 7)", style=solid]; -"9 dequantize_per_channel_default" -> "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 conv2d_1_scale_0" -> "19 quantize_per_channel_default_1" [label="(64,)", style=solid]; -"16 conv2d_1_scale_0" -> "20 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"17 conv2d_1_zero_point_0" -> "19 quantize_per_channel_default_1" [label="(64,)", style=solid]; -"17 conv2d_1_zero_point_0" -> "20 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"18 compressed_weight_updated_constant1" -> "19 quantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"19 quantize_per_channel_default_1" -> "20 dequantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"20 dequantize_per_channel_default_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 conv2d_2_scale_0" -> "29 quantize_per_channel_default_2" [label="(64,)", style=solid]; -"26 conv2d_2_scale_0" -> "30 dequantize_per_channel_default_2" [label="(64,)", style=solid]; -"27 conv2d_2_zero_point_0" -> "29 quantize_per_channel_default_2" [label="(64,)", style=solid]; -"27 conv2d_2_zero_point_0" -> "30 dequantize_per_channel_default_2" [label="(64,)", style=solid]; -"28 compressed_weight_updated_constant2" -> "29 quantize_per_channel_default_2" [label="(64, 64, 3, 3)", style=solid]; -"29 quantize_per_channel_default_2" -> "30 dequantize_per_channel_default_2" [label="(64, 64, 3, 3)", style=solid]; -"30 dequantize_per_channel_default_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 conv2d_3_scale_0" -> "43 quantize_per_channel_default_3" [label="(64,)", style=solid]; -"40 conv2d_3_scale_0" -> "44 dequantize_per_channel_default_3" [label="(64,)", style=solid]; -"41 conv2d_3_zero_point_0" -> "43 quantize_per_channel_default_3" [label="(64,)", style=solid]; -"41 conv2d_3_zero_point_0" -> "44 dequantize_per_channel_default_3" [label="(64,)", style=solid]; -"42 compressed_weight_updated_constant3" -> "43 quantize_per_channel_default_3" [label="(64, 64, 3, 3)", style=solid]; -"43 quantize_per_channel_default_3" -> "44 dequantize_per_channel_default_3" [label="(64, 64, 3, 3)", style=solid]; -"44 dequantize_per_channel_default_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 conv2d_4_scale_0" -> "53 quantize_per_channel_default_4" [label="(64,)", style=solid]; -"50 conv2d_4_scale_0" -> "54 dequantize_per_channel_default_4" [label="(64,)", style=solid]; -"51 conv2d_4_zero_point_0" -> "53 quantize_per_channel_default_4" [label="(64,)", style=solid]; -"51 conv2d_4_zero_point_0" -> "54 dequantize_per_channel_default_4" [label="(64,)", style=solid]; -"52 compressed_weight_updated_constant4" -> "53 quantize_per_channel_default_4" [label="(64, 64, 3, 3)", style=solid]; -"53 quantize_per_channel_default_4" -> "54 dequantize_per_channel_default_4" [label="(64, 64, 3, 3)", style=solid]; -"54 dequantize_per_channel_default_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 conv2d_5_scale_0" -> "67 quantize_per_channel_default_5" [label="(128,)", style=solid]; -"64 conv2d_5_scale_0" -> "68 dequantize_per_channel_default_5" [label="(128,)", style=solid]; -"65 conv2d_5_zero_point_0" -> "67 quantize_per_channel_default_5" [label="(128,)", style=solid]; -"65 conv2d_5_zero_point_0" -> "68 dequantize_per_channel_default_5" [label="(128,)", style=solid]; -"66 compressed_weight_updated_constant5" -> "67 quantize_per_channel_default_5" [label="(128, 64, 3, 3)", style=solid]; -"67 quantize_per_channel_default_5" -> "68 dequantize_per_channel_default_5" [label="(128, 64, 3, 3)", style=solid]; -"68 dequantize_per_channel_default_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 conv2d_6_scale_0" -> "77 quantize_per_channel_default_6" [label="(128,)", style=solid]; -"74 conv2d_6_scale_0" -> "78 dequantize_per_channel_default_6" [label="(128,)", style=solid]; -"75 conv2d_6_zero_point_0" -> "77 quantize_per_channel_default_6" [label="(128,)", style=solid]; -"75 conv2d_6_zero_point_0" -> "78 dequantize_per_channel_default_6" [label="(128,)", style=solid]; -"76 compressed_weight_updated_constant6" -> "77 quantize_per_channel_default_6" [label="(128, 128, 3, 3)", style=solid]; -"77 quantize_per_channel_default_6" -> "78 dequantize_per_channel_default_6" [label="(128, 128, 3, 3)", style=solid]; -"78 dequantize_per_channel_default_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 conv2d_7_scale_0" -> "86 quantize_per_channel_default_7" [label="(128,)", style=solid]; -"83 conv2d_7_scale_0" -> "87 dequantize_per_channel_default_7" [label="(128,)", style=solid]; -"84 conv2d_7_zero_point_0" -> "86 quantize_per_channel_default_7" [label="(128,)", style=solid]; -"84 conv2d_7_zero_point_0" -> "87 dequantize_per_channel_default_7" [label="(128,)", style=solid]; -"85 compressed_weight_updated_constant7" -> "86 quantize_per_channel_default_7" [label="(128, 64, 1, 1)", style=solid]; -"86 quantize_per_channel_default_7" -> "87 dequantize_per_channel_default_7" [label="(128, 64, 1, 1)", style=solid]; -"87 dequantize_per_channel_default_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]; -"93 quantize_per_tensor_default_11" -> "94 dequantize_per_tensor_default_14" [label="(1, 128, 28, 28)", style=solid]; -"93 quantize_per_tensor_default_11" -> "95 dequantize_per_tensor_default_13" [label="(1, 128, 28, 28)", style=solid]; -"94 dequantize_per_tensor_default_14" -> "115 add__3" [label="(1, 128, 28, 28)", style=solid]; -"95 dequantize_per_tensor_default_13" -> "102 conv2d_8" [label="(1, 128, 28, 28)", style=solid]; -"96 layer2_1_conv1_weight_bias" -> "102 conv2d_8" [label="(128,)", style=solid]; -"97 conv2d_8_scale_0" -> "100 quantize_per_channel_default_8" [label="(128,)", style=solid]; -"97 conv2d_8_scale_0" -> "101 dequantize_per_channel_default_8" [label="(128,)", style=solid]; -"98 conv2d_8_zero_point_0" -> "100 quantize_per_channel_default_8" [label="(128,)", style=solid]; -"98 conv2d_8_zero_point_0" -> "101 dequantize_per_channel_default_8" [label="(128,)", style=solid]; -"99 compressed_weight_updated_constant8" -> "100 quantize_per_channel_default_8" [label="(128, 128, 3, 3)", style=solid]; -"100 quantize_per_channel_default_8" -> "101 dequantize_per_channel_default_8" [label="(128, 128, 3, 3)", style=solid]; -"101 dequantize_per_channel_default_8" -> "102 conv2d_8" [label="(128, 128, 3, 3)", style=solid]; -"102 conv2d_8" -> "103 relu__7" [label="(1, 128, 28, 28)", style=solid]; -"103 relu__7" -> "104 quantize_per_tensor_default_12" [label="(1, 128, 28, 28)", style=solid]; -"104 quantize_per_tensor_default_12" -> "105 dequantize_per_tensor_default_15" [label="(1, 128, 28, 28)", style=solid]; -"105 dequantize_per_tensor_default_15" -> "112 conv2d_9" [label="(1, 128, 28, 28)", style=solid]; -"106 layer2_1_conv2_weight_bias" -> "112 conv2d_9" [label="(128,)", style=solid]; -"107 conv2d_9_scale_0" -> "110 quantize_per_channel_default_9" [label="(128,)", style=solid]; -"107 conv2d_9_scale_0" -> "111 dequantize_per_channel_default_9" [label="(128,)", style=solid]; -"108 conv2d_9_zero_point_0" -> "110 quantize_per_channel_default_9" [label="(128,)", style=solid]; -"108 conv2d_9_zero_point_0" -> "111 dequantize_per_channel_default_9" [label="(128,)", style=solid]; -"109 compressed_weight_updated_constant9" -> "110 quantize_per_channel_default_9" [label="(128, 128, 3, 3)", style=solid]; -"110 quantize_per_channel_default_9" -> "111 dequantize_per_channel_default_9" [label="(128, 128, 3, 3)", style=solid]; -"111 dequantize_per_channel_default_9" -> "112 conv2d_9" [label="(128, 128, 3, 3)", style=solid]; -"112 conv2d_9" -> "113 quantize_per_tensor_default_13" [label="(1, 128, 28, 28)", style=solid]; -"113 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 conv2d_10_scale_0" -> "124 quantize_per_channel_default_10" [label="(256,)", style=solid]; -"121 conv2d_10_scale_0" -> "125 dequantize_per_channel_default_10" [label="(256,)", style=solid]; -"122 conv2d_10_zero_point_0" -> "124 quantize_per_channel_default_10" [label="(256,)", style=solid]; -"122 conv2d_10_zero_point_0" -> "125 dequantize_per_channel_default_10" [label="(256,)", style=solid]; -"123 compressed_weight_updated_constant10" -> "124 quantize_per_channel_default_10" [label="(256, 128, 3, 3)", style=solid]; -"124 quantize_per_channel_default_10" -> "125 dequantize_per_channel_default_10" [label="(256, 128, 3, 3)", style=solid]; -"125 dequantize_per_channel_default_10" -> "126 conv2d_10" [label="(256, 128, 3, 3)", style=solid]; -"126 conv2d_10" -> "127 relu__9" [label="(1, 256, 14, 14)", style=solid]; -"127 relu__9" -> "128 quantize_per_tensor_default_15" [label="(1, 256, 14, 14)", style=solid]; -"128 quantize_per_tensor_default_15" -> "129 dequantize_per_tensor_default_19" [label="(1, 256, 14, 14)", style=solid]; -"129 dequantize_per_tensor_default_19" -> "136 conv2d_11" [label="(1, 256, 14, 14)", style=solid]; -"130 layer3_0_conv2_weight_bias" -> "136 conv2d_11" [label="(256,)", style=solid]; -"131 conv2d_11_scale_0" -> "134 quantize_per_channel_default_11" [label="(256,)", style=solid]; -"131 conv2d_11_scale_0" -> "135 dequantize_per_channel_default_11" [label="(256,)", style=solid]; -"132 conv2d_11_zero_point_0" -> "134 quantize_per_channel_default_11" [label="(256,)", style=solid]; -"132 conv2d_11_zero_point_0" -> "135 dequantize_per_channel_default_11" [label="(256,)", style=solid]; -"133 compressed_weight_updated_constant11" -> "134 quantize_per_channel_default_11" [label="(256, 256, 3, 3)", style=solid]; -"134 quantize_per_channel_default_11" -> "135 dequantize_per_channel_default_11" [label="(256, 256, 3, 3)", style=solid]; -"135 dequantize_per_channel_default_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 conv2d_12_scale_0" -> "143 quantize_per_channel_default_12" [label="(256,)", style=solid]; -"140 conv2d_12_scale_0" -> "144 dequantize_per_channel_default_12" [label="(256,)", style=solid]; -"141 conv2d_12_zero_point_0" -> "143 quantize_per_channel_default_12" [label="(256,)", style=solid]; -"141 conv2d_12_zero_point_0" -> "144 dequantize_per_channel_default_12" [label="(256,)", style=solid]; -"142 compressed_weight_updated_constant12" -> "143 quantize_per_channel_default_12" [label="(256, 128, 1, 1)", style=solid]; -"143 quantize_per_channel_default_12" -> "144 dequantize_per_channel_default_12" [label="(256, 128, 1, 1)", style=solid]; -"144 dequantize_per_channel_default_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 conv2d_13_scale_0" -> "157 quantize_per_channel_default_13" [label="(256,)", style=solid]; -"154 conv2d_13_scale_0" -> "158 dequantize_per_channel_default_13" [label="(256,)", style=solid]; -"155 conv2d_13_zero_point_0" -> "157 quantize_per_channel_default_13" [label="(256,)", style=solid]; -"155 conv2d_13_zero_point_0" -> "158 dequantize_per_channel_default_13" [label="(256,)", style=solid]; -"156 compressed_weight_updated_constant13" -> "157 quantize_per_channel_default_13" [label="(256, 256, 3, 3)", style=solid]; -"157 quantize_per_channel_default_13" -> "158 dequantize_per_channel_default_13" [label="(256, 256, 3, 3)", style=solid]; -"158 dequantize_per_channel_default_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 conv2d_14_scale_0" -> "167 quantize_per_channel_default_14" [label="(256,)", style=solid]; -"164 conv2d_14_scale_0" -> "168 dequantize_per_channel_default_14" [label="(256,)", style=solid]; 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+"152 quantize_per_channel_default_13" -> "153 dequantize_per_channel_default_13" [style=solid, label="(256, 256, 3, 3)"]; +"153 dequantize_per_channel_default_13" -> "154 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; +"154 conv2d_13" -> "155 relu__11" [style=solid, label="(1, 256, 14, 14)"]; +"155 relu__11" -> "156 quantize_per_tensor_default_19" [style=solid, label="(1, 256, 14, 14)"]; +"156 quantize_per_tensor_default_19" -> "157 dequantize_per_tensor_default_19" [style=solid, label="(1, 256, 14, 14)"]; +"157 dequantize_per_tensor_default_19" -> "164 conv2d_14" [style=solid, label="(1, 256, 14, 14)"]; +"158 layer3_1_conv2_weight_bias" -> "164 conv2d_14" [style=solid, label="(256,)"]; +"159 conv2d_14_scale_0" -> "162 quantize_per_channel_default_14" [style=solid, label="(256,)"]; +"159 conv2d_14_scale_0" -> "163 dequantize_per_channel_default_14" [style=solid, label="(256,)"]; +"160 conv2d_14_zero_point_0" -> "162 quantize_per_channel_default_14" [style=solid, label="(256,)"]; +"160 conv2d_14_zero_point_0" -> "163 dequantize_per_channel_default_14" [style=solid, label="(256,)"]; +"161 compressed_weight_updated_constant14" -> "162 quantize_per_channel_default_14" [style=solid, label="(256, 256, 3, 3)"]; +"162 quantize_per_channel_default_14" -> "163 dequantize_per_channel_default_14" [style=solid, label="(256, 256, 3, 3)"]; +"163 dequantize_per_channel_default_14" -> "164 conv2d_14" [style=solid, label="(256, 256, 3, 3)"]; +"164 conv2d_14" -> "165 quantize_per_tensor_default_20" [style=solid, label="(1, 256, 14, 14)"]; +"165 quantize_per_tensor_default_20" -> "166 dequantize_per_tensor_default_20" [style=solid, label="(1, 256, 14, 14)"]; +"166 dequantize_per_tensor_default_20" -> "167 add__5" [style=solid, label="(1, 256, 14, 14)"]; +"167 add__5" -> "168 relu__12" [style=solid, label="(1, 256, 14, 14)"]; +"168 relu__12" -> "169 quantize_per_tensor_default_21" [style=solid, label="(1, 256, 14, 14)"]; +"169 quantize_per_tensor_default_21" -> "170 dequantize_per_tensor_default_21" [style=solid, label="(1, 256, 14, 14)"]; +"170 dequantize_per_tensor_default_21" -> "177 conv2d_15" [style=solid, label="(1, 256, 14, 14)"]; +"170 dequantize_per_tensor_default_21" -> "196 conv2d_17" [style=solid, label="(1, 256, 14, 14)"]; +"171 layer4_0_conv1_weight_bias" -> "177 conv2d_15" [style=solid, label="(512,)"]; +"172 conv2d_15_scale_0" -> "175 quantize_per_channel_default_15" [style=solid, label="(512,)"]; +"172 conv2d_15_scale_0" -> "176 dequantize_per_channel_default_15" [style=solid, label="(512,)"]; +"173 conv2d_15_zero_point_0" -> "175 quantize_per_channel_default_15" [style=solid, label="(512,)"]; +"173 conv2d_15_zero_point_0" -> "176 dequantize_per_channel_default_15" [style=solid, label="(512,)"]; +"174 compressed_weight_updated_constant15" -> "175 quantize_per_channel_default_15" [style=solid, label="(512, 256, 3, 3)"]; +"175 quantize_per_channel_default_15" -> "176 dequantize_per_channel_default_15" [style=solid, label="(512, 256, 3, 3)"]; +"176 dequantize_per_channel_default_15" -> "177 conv2d_15" [style=solid, label="(512, 256, 3, 3)"]; +"177 conv2d_15" -> "178 relu__13" [style=solid, label="(1, 512, 7, 7)"]; +"178 relu__13" -> "179 quantize_per_tensor_default_22" [style=solid, label="(1, 512, 7, 7)"]; +"179 quantize_per_tensor_default_22" -> "180 dequantize_per_tensor_default_22" [style=solid, label="(1, 512, 7, 7)"]; +"180 dequantize_per_tensor_default_22" -> "187 conv2d_16" [style=solid, label="(1, 512, 7, 7)"]; +"181 layer4_0_conv2_weight_bias" -> "187 conv2d_16" [style=solid, label="(512,)"]; +"182 conv2d_16_scale_0" -> "185 quantize_per_channel_default_16" [style=solid, label="(512,)"]; +"182 conv2d_16_scale_0" -> "186 dequantize_per_channel_default_16" [style=solid, label="(512,)"]; +"183 conv2d_16_zero_point_0" -> "185 quantize_per_channel_default_16" [style=solid, label="(512,)"]; +"183 conv2d_16_zero_point_0" -> "186 dequantize_per_channel_default_16" [style=solid, label="(512,)"]; +"184 compressed_weight_updated_constant16" -> "185 quantize_per_channel_default_16" [style=solid, label="(512, 512, 3, 3)"]; +"185 quantize_per_channel_default_16" -> "186 dequantize_per_channel_default_16" [style=solid, label="(512, 512, 3, 3)"]; +"186 dequantize_per_channel_default_16" -> "187 conv2d_16" [style=solid, label="(512, 512, 3, 3)"]; +"187 conv2d_16" -> "188 quantize_per_tensor_default_23" [style=solid, label="(1, 512, 7, 7)"]; +"188 quantize_per_tensor_default_23" -> "189 dequantize_per_tensor_default_23" [style=solid, label="(1, 512, 7, 7)"]; +"189 dequantize_per_tensor_default_23" -> "199 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"190 layer4_0_downsample_0_weight_bias" -> "196 conv2d_17" [style=solid, label="(512,)"]; +"191 conv2d_17_scale_0" -> "194 quantize_per_channel_default_17" [style=solid, label="(512,)"]; +"191 conv2d_17_scale_0" -> "195 dequantize_per_channel_default_17" [style=solid, label="(512,)"]; +"192 conv2d_17_zero_point_0" -> "194 quantize_per_channel_default_17" [style=solid, label="(512,)"]; +"192 conv2d_17_zero_point_0" -> "195 dequantize_per_channel_default_17" [style=solid, label="(512,)"]; +"193 compressed_weight_updated_constant17" -> "194 quantize_per_channel_default_17" [style=solid, label="(512, 256, 1, 1)"]; +"194 quantize_per_channel_default_17" -> "195 dequantize_per_channel_default_17" [style=solid, label="(512, 256, 1, 1)"]; +"195 dequantize_per_channel_default_17" -> "196 conv2d_17" [style=solid, label="(512, 256, 1, 1)"]; +"196 conv2d_17" -> "197 quantize_per_tensor_default_24" [style=solid, label="(1, 512, 7, 7)"]; +"197 quantize_per_tensor_default_24" -> "198 dequantize_per_tensor_default_24" [style=solid, label="(1, 512, 7, 7)"]; +"198 dequantize_per_tensor_default_24" -> "199 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"199 add__6" -> "200 relu__14" [style=solid, label="(1, 512, 7, 7)"]; +"200 relu__14" -> "201 quantize_per_tensor_default_25" [style=solid, label="(1, 512, 7, 7)"]; +"201 quantize_per_tensor_default_25" -> "202 dequantize_per_tensor_default_25" [style=solid, label="(1, 512, 7, 7)"]; +"202 dequantize_per_tensor_default_25" -> "209 conv2d_18" [style=solid, label="(1, 512, 7, 7)"]; +"202 dequantize_per_tensor_default_25" -> "222 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"203 layer4_1_conv1_weight_bias" -> "209 conv2d_18" [style=solid, label="(512,)"]; +"204 conv2d_18_scale_0" -> "207 quantize_per_channel_default_18" [style=solid, label="(512,)"]; +"204 conv2d_18_scale_0" -> "208 dequantize_per_channel_default_18" [style=solid, label="(512,)"]; +"205 conv2d_18_zero_point_0" -> "207 quantize_per_channel_default_18" [style=solid, label="(512,)"]; +"205 conv2d_18_zero_point_0" -> "208 dequantize_per_channel_default_18" [style=solid, label="(512,)"]; +"206 compressed_weight_updated_constant18" -> "207 quantize_per_channel_default_18" [style=solid, label="(512, 512, 3, 3)"]; +"207 quantize_per_channel_default_18" -> "208 dequantize_per_channel_default_18" [style=solid, label="(512, 512, 3, 3)"]; +"208 dequantize_per_channel_default_18" -> "209 conv2d_18" [style=solid, label="(512, 512, 3, 3)"]; +"209 conv2d_18" -> "210 relu__15" [style=solid, label="(1, 512, 7, 7)"]; +"210 relu__15" -> "211 quantize_per_tensor_default_26" [style=solid, label="(1, 512, 7, 7)"]; +"211 quantize_per_tensor_default_26" -> "212 dequantize_per_tensor_default_26" [style=solid, label="(1, 512, 7, 7)"]; +"212 dequantize_per_tensor_default_26" -> "219 conv2d_19" [style=solid, label="(1, 512, 7, 7)"]; +"213 layer4_1_conv2_weight_bias" -> "219 conv2d_19" [style=solid, label="(512,)"]; +"214 conv2d_19_scale_0" -> "217 quantize_per_channel_default_19" [style=solid, label="(512,)"]; +"214 conv2d_19_scale_0" -> "218 dequantize_per_channel_default_19" [style=solid, label="(512,)"]; +"215 conv2d_19_zero_point_0" -> "217 quantize_per_channel_default_19" [style=solid, label="(512,)"]; +"215 conv2d_19_zero_point_0" -> "218 dequantize_per_channel_default_19" [style=solid, label="(512,)"]; +"216 compressed_weight_updated_constant19" -> "217 quantize_per_channel_default_19" [style=solid, label="(512, 512, 3, 3)"]; +"217 quantize_per_channel_default_19" -> "218 dequantize_per_channel_default_19" [style=solid, label="(512, 512, 3, 3)"]; +"218 dequantize_per_channel_default_19" -> "219 conv2d_19" [style=solid, label="(512, 512, 3, 3)"]; +"219 conv2d_19" -> "220 quantize_per_tensor_default_27" [style=solid, label="(1, 512, 7, 7)"]; +"220 quantize_per_tensor_default_27" -> "221 dequantize_per_tensor_default_27" [style=solid, label="(1, 512, 7, 7)"]; +"221 dequantize_per_tensor_default_27" -> "222 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"222 add__7" -> "223 relu__16" [style=solid, label="(1, 512, 7, 7)"]; +"223 relu__16" -> "224 quantize_per_tensor_default_28" [style=solid, label="(1, 512, 7, 7)"]; +"224 quantize_per_tensor_default_28" -> "225 dequantize_per_tensor_default_28" [style=solid, label="(1, 512, 7, 7)"]; +"225 dequantize_per_tensor_default_28" -> "226 adaptive_avg_pool2d" [style=solid, label="(1, 512, 7, 7)"]; +"226 adaptive_avg_pool2d" -> "227 quantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"227 quantize_per_tensor_default_29" -> "228 dequantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"228 dequantize_per_tensor_default_29" -> "229 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"229 flatten" -> "235 linear" [style=solid, label="(1, 512)"]; +"230 linear_scale_0" -> "233 quantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"230 linear_scale_0" -> "234 dequantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"231 linear_zero_point_0" -> "233 quantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"231 linear_zero_point_0" -> "234 dequantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"232 compressed_weight_updated_constant20" -> "233 quantize_per_channel_default_20" [style=solid, label="(1000, 512)"]; +"233 quantize_per_channel_default_20" -> "234 dequantize_per_channel_default_20" [style=solid, label="(1000, 512)"]; +"234 dequantize_per_channel_default_20" -> "235 linear" [style=solid, label="(1000, 512)"]; +"235 linear" -> "236 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch/data/reference_graphs/fx/quantized/unet.dot b/tests/torch/data/reference_graphs/fx/quantized/unet.dot index 7b9ccc4a6b3..ae72232ad98 100644 --- a/tests/torch/data/reference_graphs/fx/quantized/unet.dot +++ b/tests/torch/data/reference_graphs/fx/quantized/unet.dot @@ -1,561 +1,553 @@ -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]; +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 conv2d_scale_0" [id=26, type=get_attr]; -"27 conv2d_zero_point_0" [id=27, type=get_attr]; -"28 compressed_weight_updated_constant0" [id=28, type=get_attr]; -"29 quantize_per_channel_default" [id=29, type=quantize_per_channel]; -"30 dequantize_per_channel_default" [id=30, type=dequantize_per_channel]; +"24 quantize_per_tensor_default_8" [id=24, type="quantize_per_tensor"]; +"25 dequantize_per_tensor_default_8" [id=25, type="dequantize_per_tensor"]; +"26 conv2d_scale_0" [id=26, type="get_attr"]; +"27 conv2d_zero_point_0" [id=27, type="get_attr"]; +"28 compressed_weight_updated_constant0" [id=28, type="get_attr"]; +"29 quantize_per_channel_default" [id=29, type="quantize_per_channel"]; +"30 dequantize_per_channel_default" [id=30, type="dequantize_per_channel"]; "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 conv2d_1_scale_0" [id=35, type=get_attr]; -"36 conv2d_1_zero_point_0" [id=36, type=get_attr]; -"37 compressed_weight_updated_constant1" [id=37, type=get_attr]; -"38 quantize_per_channel_default_1" [id=38, type=quantize_per_channel]; -"39 dequantize_per_channel_default_1" [id=39, type=dequantize_per_channel]; +"33 quantize_per_tensor_default_9" [id=33, type="quantize_per_tensor"]; +"34 dequantize_per_tensor_default_9" [id=34, type="dequantize_per_tensor"]; +"35 conv2d_1_scale_0" [id=35, type="get_attr"]; +"36 conv2d_1_zero_point_0" [id=36, type="get_attr"]; +"37 compressed_weight_updated_constant1" [id=37, type="get_attr"]; +"38 quantize_per_channel_default_1" [id=38, type="quantize_per_channel"]; +"39 dequantize_per_channel_default_1" [id=39, type="dequantize_per_channel"]; "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 conv2d_2_scale_0" [id=46, type=get_attr]; -"47 conv2d_2_zero_point_0" [id=47, type=get_attr]; -"48 compressed_weight_updated_constant2" [id=48, type=get_attr]; -"49 quantize_per_channel_default_2" [id=49, type=quantize_per_channel]; -"50 dequantize_per_channel_default_2" [id=50, type=dequantize_per_channel]; -"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 conv2d_3_scale_0" [id=55, type=get_attr]; -"56 conv2d_3_zero_point_0" [id=56, type=get_attr]; -"57 compressed_weight_updated_constant3" [id=57, type=get_attr]; -"58 quantize_per_channel_default_3" [id=58, type=quantize_per_channel]; -"59 dequantize_per_channel_default_3" [id=59, type=dequantize_per_channel]; -"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 conv2d_4_scale_0" [id=66, type=get_attr]; -"67 conv2d_4_zero_point_0" [id=67, type=get_attr]; -"68 compressed_weight_updated_constant4" [id=68, type=get_attr]; -"69 quantize_per_channel_default_4" [id=69, type=quantize_per_channel]; -"70 dequantize_per_channel_default_4" [id=70, type=dequantize_per_channel]; -"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 conv2d_5_scale_0" [id=75, type=get_attr]; -"76 conv2d_5_zero_point_0" [id=76, type=get_attr]; -"77 compressed_weight_updated_constant5" [id=77, type=get_attr]; -"78 quantize_per_channel_default_5" [id=78, type=quantize_per_channel]; -"79 dequantize_per_channel_default_5" [id=79, type=dequantize_per_channel]; -"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 conv2d_6_scale_0" [id=86, type=get_attr]; -"87 conv2d_6_zero_point_0" [id=87, type=get_attr]; -"88 compressed_weight_updated_constant6" [id=88, type=get_attr]; -"89 quantize_per_channel_default_6" [id=89, type=quantize_per_channel]; -"90 dequantize_per_channel_default_6" [id=90, type=dequantize_per_channel]; -"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 conv2d_7_scale_0" [id=95, type=get_attr]; -"96 conv2d_7_zero_point_0" [id=96, type=get_attr]; -"97 compressed_weight_updated_constant7" [id=97, type=get_attr]; -"98 quantize_per_channel_default_7" [id=98, type=quantize_per_channel]; -"99 dequantize_per_channel_default_7" [id=99, type=dequantize_per_channel]; -"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 conv2d_8_scale_0" [id=106, type=get_attr]; -"107 conv2d_8_zero_point_0" [id=107, type=get_attr]; -"108 compressed_weight_updated_constant8" [id=108, type=get_attr]; -"109 quantize_per_channel_default_8" [id=109, type=quantize_per_channel]; -"110 dequantize_per_channel_default_8" [id=110, type=dequantize_per_channel]; -"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 conv2d_9_scale_0" [id=115, type=get_attr]; -"116 conv2d_9_zero_point_0" [id=116, type=get_attr]; -"117 compressed_weight_updated_constant9" [id=117, type=get_attr]; -"118 quantize_per_channel_default_9" [id=118, type=quantize_per_channel]; -"119 dequantize_per_channel_default_9" [id=119, type=dequantize_per_channel]; -"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 conv_transpose2d_scale_0" [id=124, type=get_attr]; -"125 conv_transpose2d_zero_point_0" [id=125, type=get_attr]; -"126 compressed_weight_updated_constant10" [id=126, type=get_attr]; -"127 quantize_per_channel_default_10" [id=127, type=quantize_per_channel]; -"128 dequantize_per_channel_default_10" [id=128, type=dequantize_per_channel]; -"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 conv2d_10_scale_0" [id=137, type=get_attr]; -"138 conv2d_10_zero_point_0" [id=138, type=get_attr]; -"139 compressed_weight_updated_constant11" [id=139, type=get_attr]; -"140 quantize_per_channel_default_11" [id=140, type=quantize_per_channel]; -"141 dequantize_per_channel_default_11" [id=141, type=dequantize_per_channel]; -"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 conv2d_11_scale_0" [id=146, type=get_attr]; -"147 conv2d_11_zero_point_0" [id=147, type=get_attr]; -"148 compressed_weight_updated_constant12" [id=148, type=get_attr]; -"149 quantize_per_channel_default_12" [id=149, type=quantize_per_channel]; -"150 dequantize_per_channel_default_12" [id=150, type=dequantize_per_channel]; -"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 conv_transpose2d_1_scale_0" [id=155, type=get_attr]; -"156 conv_transpose2d_1_zero_point_0" [id=156, type=get_attr]; -"157 compressed_weight_updated_constant13" [id=157, type=get_attr]; -"158 quantize_per_channel_default_13" [id=158, type=quantize_per_channel]; -"159 dequantize_per_channel_default_13" [id=159, type=dequantize_per_channel]; -"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 conv2d_12_scale_0" [id=168, type=get_attr]; -"169 conv2d_12_zero_point_0" [id=169, type=get_attr]; -"170 compressed_weight_updated_constant14" [id=170, type=get_attr]; -"171 quantize_per_channel_default_14" [id=171, type=quantize_per_channel]; -"172 dequantize_per_channel_default_14" [id=172, type=dequantize_per_channel]; -"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 conv2d_13_scale_0" [id=177, type=get_attr]; -"178 conv2d_13_zero_point_0" [id=178, type=get_attr]; -"179 compressed_weight_updated_constant15" [id=179, type=get_attr]; -"180 quantize_per_channel_default_15" [id=180, type=quantize_per_channel]; -"181 dequantize_per_channel_default_15" [id=181, type=dequantize_per_channel]; -"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 conv_transpose2d_2_scale_0" [id=186, type=get_attr]; -"187 conv_transpose2d_2_zero_point_0" [id=187, type=get_attr]; -"188 compressed_weight_updated_constant16" [id=188, type=get_attr]; -"189 quantize_per_channel_default_16" [id=189, type=quantize_per_channel]; -"190 dequantize_per_channel_default_16" [id=190, type=dequantize_per_channel]; -"191 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 conv2d_14_scale_0" [id=199, type=get_attr]; -"200 conv2d_14_zero_point_0" [id=200, type=get_attr]; -"201 compressed_weight_updated_constant17" [id=201, type=get_attr]; -"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 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 conv2d_15_scale_0" [id=208, type=get_attr]; -"209 conv2d_15_zero_point_0" [id=209, type=get_attr]; -"210 compressed_weight_updated_constant18" [id=210, type=get_attr]; -"211 quantize_per_channel_default_18" [id=211, type=quantize_per_channel]; -"212 dequantize_per_channel_default_18" [id=212, type=dequantize_per_channel]; -"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 conv_transpose2d_3_scale_0" [id=217, type=get_attr]; -"218 conv_transpose2d_3_zero_point_0" [id=218, type=get_attr]; -"219 compressed_weight_updated_constant19" [id=219, type=get_attr]; -"220 quantize_per_channel_default_19" [id=220, type=quantize_per_channel]; -"221 dequantize_per_channel_default_19" [id=221, type=dequantize_per_channel]; -"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 conv2d_16_scale_0" [id=230, type=get_attr]; -"231 conv2d_16_zero_point_0" [id=231, type=get_attr]; -"232 compressed_weight_updated_constant20" [id=232, type=get_attr]; -"233 quantize_per_channel_default_20" [id=233, type=quantize_per_channel]; -"234 dequantize_per_channel_default_20" [id=234, type=dequantize_per_channel]; -"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 conv2d_17_scale_0" [id=239, type=get_attr]; -"240 conv2d_17_zero_point_0" [id=240, type=get_attr]; -"241 compressed_weight_updated_constant21" [id=241, type=get_attr]; -"242 quantize_per_channel_default_21" [id=242, type=quantize_per_channel]; -"243 dequantize_per_channel_default_21" [id=243, type=dequantize_per_channel]; -"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 conv2d_18_scale_0" [id=248, type=get_attr]; -"249 conv2d_18_zero_point_0" [id=249, type=get_attr]; -"250 compressed_weight_updated_constant22" [id=250, type=get_attr]; -"251 quantize_per_channel_default_22" [id=251, type=quantize_per_channel]; -"252 dequantize_per_channel_default_22" [id=252, type=dequantize_per_channel]; -"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 conv2d_scale_0" -> "29 quantize_per_channel_default" [label="(64,)", style=solid]; -"26 conv2d_scale_0" -> "30 dequantize_per_channel_default" [label="(64,)", style=solid]; -"27 conv2d_zero_point_0" -> "29 quantize_per_channel_default" [label="(64,)", style=solid]; -"27 conv2d_zero_point_0" -> "30 dequantize_per_channel_default" [label="(64,)", style=solid]; -"28 compressed_weight_updated_constant0" -> "29 quantize_per_channel_default" [label="(64, 3, 3, 3)", style=solid]; -"29 quantize_per_channel_default" -> "30 dequantize_per_channel_default" [label="(64, 3, 3, 3)", style=solid]; -"30 dequantize_per_channel_default" -> "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 conv2d_1_scale_0" -> "38 quantize_per_channel_default_1" [label="(64,)", style=solid]; -"35 conv2d_1_scale_0" -> "39 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"36 conv2d_1_zero_point_0" -> "38 quantize_per_channel_default_1" [label="(64,)", style=solid]; -"36 conv2d_1_zero_point_0" -> "39 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"37 compressed_weight_updated_constant1" -> "38 quantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"38 quantize_per_channel_default_1" -> "39 dequantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"39 dequantize_per_channel_default_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 conv2d_2_scale_0" -> "49 quantize_per_channel_default_2" [label="(128,)", style=solid]; -"46 conv2d_2_scale_0" -> "50 dequantize_per_channel_default_2" [label="(128,)", style=solid]; -"47 conv2d_2_zero_point_0" -> "49 quantize_per_channel_default_2" [label="(128,)", style=solid]; -"47 conv2d_2_zero_point_0" -> "50 dequantize_per_channel_default_2" [label="(128,)", style=solid]; -"48 compressed_weight_updated_constant2" -> "49 quantize_per_channel_default_2" [label="(128, 64, 3, 3)", style=solid]; -"49 quantize_per_channel_default_2" -> "50 dequantize_per_channel_default_2" [label="(128, 64, 3, 3)", style=solid]; -"50 dequantize_per_channel_default_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 conv2d_3_scale_0" -> "58 quantize_per_channel_default_3" [label="(128,)", style=solid]; -"55 conv2d_3_scale_0" -> "59 dequantize_per_channel_default_3" [label="(128,)", style=solid]; -"56 conv2d_3_zero_point_0" -> "58 quantize_per_channel_default_3" [label="(128,)", style=solid]; -"56 conv2d_3_zero_point_0" -> "59 dequantize_per_channel_default_3" [label="(128,)", style=solid]; -"57 compressed_weight_updated_constant3" -> "58 quantize_per_channel_default_3" [label="(128, 128, 3, 3)", style=solid]; -"58 quantize_per_channel_default_3" -> "59 dequantize_per_channel_default_3" [label="(128, 128, 3, 3)", style=solid]; -"59 dequantize_per_channel_default_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 conv2d_4_scale_0" -> "69 quantize_per_channel_default_4" [label="(256,)", style=solid]; -"66 conv2d_4_scale_0" -> "70 dequantize_per_channel_default_4" [label="(256,)", style=solid]; -"67 conv2d_4_zero_point_0" -> "69 quantize_per_channel_default_4" [label="(256,)", style=solid]; -"67 conv2d_4_zero_point_0" -> "70 dequantize_per_channel_default_4" [label="(256,)", style=solid]; -"68 compressed_weight_updated_constant4" -> "69 quantize_per_channel_default_4" [label="(256, 128, 3, 3)", style=solid]; -"69 quantize_per_channel_default_4" -> "70 dequantize_per_channel_default_4" [label="(256, 128, 3, 3)", style=solid]; -"70 dequantize_per_channel_default_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 conv2d_5_scale_0" -> "78 quantize_per_channel_default_5" [label="(256,)", style=solid]; -"75 conv2d_5_scale_0" -> "79 dequantize_per_channel_default_5" [label="(256,)", style=solid]; -"76 conv2d_5_zero_point_0" -> "78 quantize_per_channel_default_5" [label="(256,)", style=solid]; -"76 conv2d_5_zero_point_0" -> "79 dequantize_per_channel_default_5" [label="(256,)", style=solid]; -"77 compressed_weight_updated_constant5" -> "78 quantize_per_channel_default_5" [label="(256, 256, 3, 3)", style=solid]; -"78 quantize_per_channel_default_5" -> "79 dequantize_per_channel_default_5" [label="(256, 256, 3, 3)", style=solid]; -"79 dequantize_per_channel_default_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 conv2d_6_scale_0" -> "89 quantize_per_channel_default_6" [label="(512,)", style=solid]; -"86 conv2d_6_scale_0" -> "90 dequantize_per_channel_default_6" [label="(512,)", style=solid]; -"87 conv2d_6_zero_point_0" -> "89 quantize_per_channel_default_6" [label="(512,)", style=solid]; -"87 conv2d_6_zero_point_0" -> "90 dequantize_per_channel_default_6" [label="(512,)", style=solid]; -"88 compressed_weight_updated_constant6" -> "89 quantize_per_channel_default_6" [label="(512, 256, 3, 3)", style=solid]; -"89 quantize_per_channel_default_6" -> "90 dequantize_per_channel_default_6" [label="(512, 256, 3, 3)", style=solid]; -"90 dequantize_per_channel_default_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 conv2d_7_scale_0" -> "98 quantize_per_channel_default_7" [label="(512,)", style=solid]; -"95 conv2d_7_scale_0" -> "99 dequantize_per_channel_default_7" [label="(512,)", style=solid]; -"96 conv2d_7_zero_point_0" -> "98 quantize_per_channel_default_7" [label="(512,)", style=solid]; -"96 conv2d_7_zero_point_0" -> "99 dequantize_per_channel_default_7" [label="(512,)", style=solid]; -"97 compressed_weight_updated_constant7" -> "98 quantize_per_channel_default_7" [label="(512, 512, 3, 3)", style=solid]; -"98 quantize_per_channel_default_7" -> "99 dequantize_per_channel_default_7" [label="(512, 512, 3, 3)", style=solid]; -"99 dequantize_per_channel_default_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 conv2d_8_scale_0" -> "109 quantize_per_channel_default_8" [label="(1024,)", style=solid]; -"106 conv2d_8_scale_0" -> "110 dequantize_per_channel_default_8" [label="(1024,)", style=solid]; -"107 conv2d_8_zero_point_0" -> "109 quantize_per_channel_default_8" [label="(1024,)", style=solid]; -"107 conv2d_8_zero_point_0" -> "110 dequantize_per_channel_default_8" [label="(1024,)", style=solid]; -"108 compressed_weight_updated_constant8" -> "109 quantize_per_channel_default_8" [label="(1024, 512, 3, 3)", style=solid]; -"109 quantize_per_channel_default_8" -> "110 dequantize_per_channel_default_8" [label="(1024, 512, 3, 3)", style=solid]; -"110 dequantize_per_channel_default_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 conv2d_9_scale_0" -> "118 quantize_per_channel_default_9" [label="(1024,)", style=solid]; -"115 conv2d_9_scale_0" -> "119 dequantize_per_channel_default_9" [label="(1024,)", style=solid]; -"116 conv2d_9_zero_point_0" -> "118 quantize_per_channel_default_9" [label="(1024,)", style=solid]; -"116 conv2d_9_zero_point_0" -> "119 dequantize_per_channel_default_9" [label="(1024,)", style=solid]; -"117 compressed_weight_updated_constant9" -> "118 quantize_per_channel_default_9" [label="(1024, 1024, 3, 3)", style=solid]; -"118 quantize_per_channel_default_9" -> "119 dequantize_per_channel_default_9" [label="(1024, 1024, 3, 3)", style=solid]; -"119 dequantize_per_channel_default_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 conv_transpose2d_scale_0" -> "127 quantize_per_channel_default_10" [label="(1024,)", style=solid]; -"124 conv_transpose2d_scale_0" -> "128 dequantize_per_channel_default_10" [label="(1024,)", style=solid]; -"125 conv_transpose2d_zero_point_0" -> "127 quantize_per_channel_default_10" [label="(1024,)", style=solid]; -"125 conv_transpose2d_zero_point_0" -> "128 dequantize_per_channel_default_10" [label="(1024,)", style=solid]; -"126 compressed_weight_updated_constant10" -> "127 quantize_per_channel_default_10" [label="(1024, 512, 2, 2)", style=solid]; -"127 quantize_per_channel_default_10" -> "128 dequantize_per_channel_default_10" [label="(1024, 512, 2, 2)", style=solid]; -"128 dequantize_per_channel_default_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 conv2d_10_scale_0" -> "140 quantize_per_channel_default_11" [label="(512,)", style=solid]; -"137 conv2d_10_scale_0" -> "141 dequantize_per_channel_default_11" [label="(512,)", style=solid]; -"138 conv2d_10_zero_point_0" -> "140 quantize_per_channel_default_11" [label="(512,)", style=solid]; -"138 conv2d_10_zero_point_0" -> "141 dequantize_per_channel_default_11" [label="(512,)", style=solid]; -"139 compressed_weight_updated_constant11" -> "140 quantize_per_channel_default_11" [label="(512, 1024, 3, 3)", style=solid]; -"140 quantize_per_channel_default_11" -> "141 dequantize_per_channel_default_11" [label="(512, 1024, 3, 3)", style=solid]; -"141 dequantize_per_channel_default_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 conv2d_11_scale_0" -> "149 quantize_per_channel_default_12" [label="(512,)", style=solid]; -"146 conv2d_11_scale_0" -> "150 dequantize_per_channel_default_12" [label="(512,)", style=solid]; -"147 conv2d_11_zero_point_0" -> "149 quantize_per_channel_default_12" [label="(512,)", style=solid]; -"147 conv2d_11_zero_point_0" -> "150 dequantize_per_channel_default_12" [label="(512,)", style=solid]; -"148 compressed_weight_updated_constant12" -> "149 quantize_per_channel_default_12" [label="(512, 512, 3, 3)", style=solid]; -"149 quantize_per_channel_default_12" -> "150 dequantize_per_channel_default_12" [label="(512, 512, 3, 3)", style=solid]; -"150 dequantize_per_channel_default_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 conv_transpose2d_1_scale_0" -> "158 quantize_per_channel_default_13" [label="(512,)", style=solid]; -"155 conv_transpose2d_1_scale_0" -> "159 dequantize_per_channel_default_13" [label="(512,)", style=solid]; -"156 conv_transpose2d_1_zero_point_0" -> "158 quantize_per_channel_default_13" [label="(512,)", style=solid]; -"156 conv_transpose2d_1_zero_point_0" -> "159 dequantize_per_channel_default_13" [label="(512,)", style=solid]; -"157 compressed_weight_updated_constant13" -> "158 quantize_per_channel_default_13" [label="(512, 256, 2, 2)", style=solid]; -"158 quantize_per_channel_default_13" -> "159 dequantize_per_channel_default_13" [label="(512, 256, 2, 2)", style=solid]; -"159 dequantize_per_channel_default_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 conv2d_12_scale_0" -> "171 quantize_per_channel_default_14" [label="(256,)", style=solid]; -"168 conv2d_12_scale_0" -> "172 dequantize_per_channel_default_14" [label="(256,)", style=solid]; -"169 conv2d_12_zero_point_0" -> "171 quantize_per_channel_default_14" [label="(256,)", style=solid]; -"169 conv2d_12_zero_point_0" -> "172 dequantize_per_channel_default_14" [label="(256,)", style=solid]; -"170 compressed_weight_updated_constant14" -> "171 quantize_per_channel_default_14" [label="(256, 512, 3, 3)", style=solid]; -"171 quantize_per_channel_default_14" -> "172 dequantize_per_channel_default_14" [label="(256, 512, 3, 3)", style=solid]; -"172 dequantize_per_channel_default_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 conv2d_13_scale_0" -> "180 quantize_per_channel_default_15" [label="(256,)", style=solid]; -"177 conv2d_13_scale_0" -> "181 dequantize_per_channel_default_15" [label="(256,)", style=solid]; -"178 conv2d_13_zero_point_0" -> "180 quantize_per_channel_default_15" [label="(256,)", style=solid]; -"178 conv2d_13_zero_point_0" -> "181 dequantize_per_channel_default_15" [label="(256,)", style=solid]; -"179 compressed_weight_updated_constant15" -> "180 quantize_per_channel_default_15" [label="(256, 256, 3, 3)", style=solid]; -"180 quantize_per_channel_default_15" -> "181 dequantize_per_channel_default_15" [label="(256, 256, 3, 3)", style=solid]; -"181 dequantize_per_channel_default_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 conv_transpose2d_2_scale_0" -> "189 quantize_per_channel_default_16" [label="(256,)", style=solid]; -"186 conv_transpose2d_2_scale_0" -> "190 dequantize_per_channel_default_16" [label="(256,)", style=solid]; -"187 conv_transpose2d_2_zero_point_0" -> "189 quantize_per_channel_default_16" [label="(256,)", style=solid]; -"187 conv_transpose2d_2_zero_point_0" -> "190 dequantize_per_channel_default_16" [label="(256,)", style=solid]; -"188 compressed_weight_updated_constant16" -> "189 quantize_per_channel_default_16" [label="(256, 128, 2, 2)", style=solid]; -"189 quantize_per_channel_default_16" -> "190 dequantize_per_channel_default_16" [label="(256, 128, 2, 2)", style=solid]; -"190 dequantize_per_channel_default_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 conv2d_14_scale_0" -> "202 quantize_per_channel_default_17" [label="(128,)", style=solid]; -"199 conv2d_14_scale_0" -> "203 dequantize_per_channel_default_17" [label="(128,)", style=solid]; -"200 conv2d_14_zero_point_0" -> "202 quantize_per_channel_default_17" [label="(128,)", style=solid]; -"200 conv2d_14_zero_point_0" -> "203 dequantize_per_channel_default_17" [label="(128,)", style=solid]; -"201 compressed_weight_updated_constant17" -> "202 quantize_per_channel_default_17" [label="(128, 256, 3, 3)", style=solid]; -"202 quantize_per_channel_default_17" -> "203 dequantize_per_channel_default_17" [label="(128, 256, 3, 3)", style=solid]; -"203 dequantize_per_channel_default_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 conv2d_15_scale_0" -> "211 quantize_per_channel_default_18" [label="(128,)", style=solid]; -"208 conv2d_15_scale_0" -> "212 dequantize_per_channel_default_18" [label="(128,)", style=solid]; -"209 conv2d_15_zero_point_0" -> "211 quantize_per_channel_default_18" [label="(128,)", style=solid]; -"209 conv2d_15_zero_point_0" -> "212 dequantize_per_channel_default_18" [label="(128,)", style=solid]; -"210 compressed_weight_updated_constant18" -> "211 quantize_per_channel_default_18" [label="(128, 128, 3, 3)", style=solid]; -"211 quantize_per_channel_default_18" -> "212 dequantize_per_channel_default_18" [label="(128, 128, 3, 3)", style=solid]; -"212 dequantize_per_channel_default_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 conv_transpose2d_3_scale_0" -> "220 quantize_per_channel_default_19" [label="(128,)", style=solid]; -"217 conv_transpose2d_3_scale_0" -> "221 dequantize_per_channel_default_19" [label="(128,)", style=solid]; -"218 conv_transpose2d_3_zero_point_0" -> "220 quantize_per_channel_default_19" [label="(128,)", style=solid]; -"218 conv_transpose2d_3_zero_point_0" -> "221 dequantize_per_channel_default_19" [label="(128,)", style=solid]; -"219 compressed_weight_updated_constant19" -> "220 quantize_per_channel_default_19" [label="(128, 64, 2, 2)", style=solid]; -"220 quantize_per_channel_default_19" -> "221 dequantize_per_channel_default_19" [label="(128, 64, 2, 2)", style=solid]; -"221 dequantize_per_channel_default_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 conv2d_16_scale_0" -> "233 quantize_per_channel_default_20" [label="(64,)", style=solid]; -"230 conv2d_16_scale_0" -> "234 dequantize_per_channel_default_20" [label="(64,)", style=solid]; -"231 conv2d_16_zero_point_0" -> "233 quantize_per_channel_default_20" [label="(64,)", style=solid]; -"231 conv2d_16_zero_point_0" -> "234 dequantize_per_channel_default_20" [label="(64,)", style=solid]; -"232 compressed_weight_updated_constant20" -> "233 quantize_per_channel_default_20" [label="(64, 128, 3, 3)", style=solid]; -"233 quantize_per_channel_default_20" -> "234 dequantize_per_channel_default_20" [label="(64, 128, 3, 3)", style=solid]; -"234 dequantize_per_channel_default_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 conv2d_17_scale_0" -> "242 quantize_per_channel_default_21" [label="(64,)", style=solid]; -"239 conv2d_17_scale_0" -> "243 dequantize_per_channel_default_21" [label="(64,)", style=solid]; -"240 conv2d_17_zero_point_0" -> "242 quantize_per_channel_default_21" [label="(64,)", style=solid]; -"240 conv2d_17_zero_point_0" -> "243 dequantize_per_channel_default_21" [label="(64,)", style=solid]; -"241 compressed_weight_updated_constant21" -> "242 quantize_per_channel_default_21" [label="(64, 64, 3, 3)", style=solid]; -"242 quantize_per_channel_default_21" -> "243 dequantize_per_channel_default_21" [label="(64, 64, 3, 3)", style=solid]; -"243 dequantize_per_channel_default_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 conv2d_18_scale_0" -> "251 quantize_per_channel_default_22" [label="(12,)", style=solid]; -"248 conv2d_18_scale_0" -> "252 dequantize_per_channel_default_22" [label="(12,)", style=solid]; -"249 conv2d_18_zero_point_0" -> "251 quantize_per_channel_default_22" [label="(12,)", style=solid]; -"249 conv2d_18_zero_point_0" -> "252 dequantize_per_channel_default_22" [label="(12,)", style=solid]; -"250 compressed_weight_updated_constant22" -> "251 quantize_per_channel_default_22" [label="(12, 64, 1, 1)", style=solid]; -"251 quantize_per_channel_default_22" -> "252 dequantize_per_channel_default_22" [label="(12, 64, 1, 1)", style=solid]; -"252 dequantize_per_channel_default_22" -> "253 conv2d_18" [label="(12, 64, 1, 1)", style=solid]; -"253 conv2d_18" -> "254 output" [label="(1, 12, 36, 36)", style=solid]; +"42 quantize_per_tensor_default" [id=42, type="quantize_per_tensor"]; +"43 dequantize_per_tensor_default" [id=43, type="dequantize_per_tensor"]; +"44 max_pool2d" [id=44, type="max_pool2d"]; +"45 conv2d_2_scale_0" [id=45, type="get_attr"]; +"46 conv2d_2_zero_point_0" [id=46, type="get_attr"]; +"47 compressed_weight_updated_constant2" [id=47, type="get_attr"]; +"48 quantize_per_channel_default_2" [id=48, type="quantize_per_channel"]; +"49 dequantize_per_channel_default_2" [id=49, type="dequantize_per_channel"]; +"50 conv2d_2" [id=50, type=conv2d]; +"51 relu_2" [id=51, type=relu]; +"52 quantize_per_tensor_default_10" [id=52, type="quantize_per_tensor"]; +"53 dequantize_per_tensor_default_10" [id=53, type="dequantize_per_tensor"]; +"54 conv2d_3_scale_0" [id=54, type="get_attr"]; +"55 conv2d_3_zero_point_0" [id=55, type="get_attr"]; +"56 compressed_weight_updated_constant3" [id=56, type="get_attr"]; +"57 quantize_per_channel_default_3" [id=57, type="quantize_per_channel"]; +"58 dequantize_per_channel_default_3" [id=58, type="dequantize_per_channel"]; +"59 conv2d_3" [id=59, type=conv2d]; +"60 relu_3" [id=60, type=relu]; +"61 quantize_per_tensor_default_3" [id=61, type="quantize_per_tensor"]; +"62 dequantize_per_tensor_default_3" [id=62, type="dequantize_per_tensor"]; +"63 max_pool2d_1" [id=63, type="max_pool2d"]; +"64 conv2d_4_scale_0" [id=64, type="get_attr"]; +"65 conv2d_4_zero_point_0" [id=65, type="get_attr"]; +"66 compressed_weight_updated_constant4" [id=66, type="get_attr"]; +"67 quantize_per_channel_default_4" [id=67, type="quantize_per_channel"]; +"68 dequantize_per_channel_default_4" [id=68, type="dequantize_per_channel"]; +"69 conv2d_4" [id=69, type=conv2d]; +"70 relu_4" [id=70, type=relu]; +"71 quantize_per_tensor_default_11" [id=71, type="quantize_per_tensor"]; +"72 dequantize_per_tensor_default_11" [id=72, type="dequantize_per_tensor"]; +"73 conv2d_5_scale_0" [id=73, type="get_attr"]; +"74 conv2d_5_zero_point_0" [id=74, type="get_attr"]; +"75 compressed_weight_updated_constant5" [id=75, type="get_attr"]; +"76 quantize_per_channel_default_5" [id=76, type="quantize_per_channel"]; +"77 dequantize_per_channel_default_5" [id=77, type="dequantize_per_channel"]; +"78 conv2d_5" [id=78, type=conv2d]; +"79 relu_5" [id=79, type=relu]; +"80 quantize_per_tensor_default_4" [id=80, type="quantize_per_tensor"]; +"81 dequantize_per_tensor_default_4" [id=81, type="dequantize_per_tensor"]; +"82 max_pool2d_2" [id=82, type="max_pool2d"]; +"83 conv2d_6_scale_0" [id=83, type="get_attr"]; +"84 conv2d_6_zero_point_0" [id=84, type="get_attr"]; +"85 compressed_weight_updated_constant6" [id=85, type="get_attr"]; +"86 quantize_per_channel_default_6" [id=86, type="quantize_per_channel"]; +"87 dequantize_per_channel_default_6" [id=87, type="dequantize_per_channel"]; +"88 conv2d_6" [id=88, type=conv2d]; +"89 relu_6" [id=89, type=relu]; +"90 quantize_per_tensor_default_12" [id=90, type="quantize_per_tensor"]; +"91 dequantize_per_tensor_default_12" [id=91, type="dequantize_per_tensor"]; +"92 conv2d_7_scale_0" [id=92, type="get_attr"]; +"93 conv2d_7_zero_point_0" [id=93, type="get_attr"]; +"94 compressed_weight_updated_constant7" [id=94, type="get_attr"]; +"95 quantize_per_channel_default_7" [id=95, type="quantize_per_channel"]; +"96 dequantize_per_channel_default_7" [id=96, type="dequantize_per_channel"]; +"97 conv2d_7" [id=97, type=conv2d]; +"98 relu_7" [id=98, type=relu]; +"99 quantize_per_tensor_default_7" [id=99, type="quantize_per_tensor"]; +"100 dequantize_per_tensor_default_7" [id=100, type="dequantize_per_tensor"]; 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+"238 quantize_per_channel_default_21" -> "239 dequantize_per_channel_default_21" [style=solid, label="(64, 64, 3, 3)"]; +"239 dequantize_per_channel_default_21" -> "240 conv2d_17" [style=solid, label="(64, 64, 3, 3)"]; +"240 conv2d_17" -> "241 relu_17" [style=solid, label="(1, 64, 36, 36)"]; +"241 relu_17" -> "242 quantize_per_tensor_default_22" [style=solid, label="(1, 64, 36, 36)"]; +"242 quantize_per_tensor_default_22" -> "243 dequantize_per_tensor_default_22" [style=solid, label="(1, 64, 36, 36)"]; +"243 dequantize_per_tensor_default_22" -> "249 conv2d_18" [style=solid, label="(1, 64, 36, 36)"]; +"244 conv2d_18_scale_0" -> "247 quantize_per_channel_default_22" [style=solid, label="(12,)"]; +"244 conv2d_18_scale_0" -> "248 dequantize_per_channel_default_22" [style=solid, label="(12,)"]; +"245 conv2d_18_zero_point_0" -> "247 quantize_per_channel_default_22" [style=solid, label="(12,)"]; +"245 conv2d_18_zero_point_0" -> "248 dequantize_per_channel_default_22" [style=solid, label="(12,)"]; +"246 compressed_weight_updated_constant22" -> "247 quantize_per_channel_default_22" [style=solid, label="(12, 64, 1, 1)"]; +"247 quantize_per_channel_default_22" -> "248 dequantize_per_channel_default_22" [style=solid, label="(12, 64, 1, 1)"]; +"248 dequantize_per_channel_default_22" -> "249 conv2d_18" [style=solid, label="(12, 64, 1, 1)"]; +"249 conv2d_18" -> "250 output" [style=solid, label="(1, 12, 36, 36)"]; } diff --git a/tests/torch/data/reference_graphs/fx/transformed/qdq_insert_conv2d_7_None_per_channel.dot b/tests/torch/data/reference_graphs/fx/transformed/qdq_insert_conv2d_7_None_per_channel.dot index 8c29fcb2662..acbec7c83f6 100644 --- a/tests/torch/data/reference_graphs/fx/transformed/qdq_insert_conv2d_7_None_per_channel.dot +++ b/tests/torch/data/reference_graphs/fx/transformed/qdq_insert_conv2d_7_None_per_channel.dot @@ -1,52 +1,48 @@ -strict digraph { -"0 const" [id=0, type=get_attr]; -"1 conv_a_weight" [id=1, type=get_attr]; -"2 conv_a_bias" [id=2, type=get_attr]; -"3 conv_b_weight" [id=3, type=get_attr]; -"4 conv_b_bias" [id=4, type=get_attr]; -"5 conv_c_weight" [id=5, type=get_attr]; -"6 conv_c_bias" [id=6, type=get_attr]; -"7 bias" [id=7, type=get_attr]; +strict digraph { +"0 const" [id=0, type="get_attr"]; +"1 conv_a_weight" [id=1, type="get_attr"]; +"2 conv_a_bias" [id=2, type="get_attr"]; +"3 conv_b_weight" [id=3, type="get_attr"]; +"4 conv_b_bias" [id=4, type="get_attr"]; +"5 conv_c_weight" [id=5, type="get_attr"]; +"6 conv_c_bias" [id=6, type="get_attr"]; +"7 bias" [id=7, type="get_attr"]; "8 x" [id=8, type=input]; -"9 conv2d_scale_0" [id=9, type=get_attr]; -"10 conv2d_zero_point_0" [id=10, type=get_attr]; +"9 conv2d_scale_0" [id=9, type="get_attr"]; +"10 conv2d_zero_point_0" [id=10, type="get_attr"]; "11 conv2d" [id=11, type=conv2d]; -"12 quantize_per_channel_default" [id=12, type=quantize_per_channel]; -"13 dequantize_per_channel_default_1" [id=13, type=dequantize_per_channel]; -"14 dequantize_per_channel_default" [id=14, type=dequantize_per_channel]; -"15 conv2d_1" [id=15, type=conv2d]; -"16 add_" [id=16, type=add_]; -"17 add__1" [id=17, type=add_]; -"18 cat" [id=18, type=cat]; -"19 conv2d_2" [id=19, type=conv2d]; -"20 add" [id=20, type=add]; -"21 output" [id=21, type=output]; -"0 const" -> "18 cat" [label="(1, 3, 3, 3)", style=solid]; -"1 conv_a_weight" -> "11 conv2d" [label="(3, 3, 1, 1)", style=solid]; -"2 conv_a_bias" -> "11 conv2d" [label="(3,)", style=solid]; -"3 conv_b_weight" -> "15 conv2d_1" [label="(3, 3, 1, 1)", style=solid]; -"4 conv_b_bias" -> "15 conv2d_1" [label="(3,)", style=solid]; -"5 conv_c_weight" -> "19 conv2d_2" [label="(3, 9, 1, 1)", style=solid]; -"6 conv_c_bias" -> "19 conv2d_2" [label="(3,)", style=solid]; -"7 bias" -> "16 add_" [label="(1,)", style=solid]; -"7 bias" -> "17 add__1" [label="(1,)", style=solid]; -"7 bias" -> "20 add" [label="(1,)", style=solid]; -"8 x" -> "11 conv2d" [label="(1, 3, 3, 3)", style=solid]; -"9 conv2d_scale_0" -> "12 quantize_per_channel_default" [label="(1,)", style=solid]; -"9 conv2d_scale_0" -> "13 dequantize_per_channel_default_1" [label="(1,)", style=solid]; -"9 conv2d_scale_0" -> "14 dequantize_per_channel_default" [label="(1,)", style=solid]; -"10 conv2d_zero_point_0" -> "12 quantize_per_channel_default" [label="(1,)", style=solid]; -"10 conv2d_zero_point_0" -> "13 dequantize_per_channel_default_1" [label="(1,)", style=solid]; -"10 conv2d_zero_point_0" -> "14 dequantize_per_channel_default" [label="(1,)", style=solid]; -"11 conv2d" -> "12 quantize_per_channel_default" [label="(1, 3, 3, 3)", style=solid]; -"12 quantize_per_channel_default" -> "13 dequantize_per_channel_default_1" [label="(1, 3, 3, 3)", style=solid]; -"12 quantize_per_channel_default" -> "14 dequantize_per_channel_default" [label="(1, 3, 3, 3)", style=solid]; -"13 dequantize_per_channel_default_1" -> "16 add_" [label="(1, 3, 3, 3)", style=solid]; -"14 dequantize_per_channel_default" -> "15 conv2d_1" [label="(1, 3, 3, 3)", style=solid]; -"15 conv2d_1" -> "17 add__1" [label="(1, 3, 3, 3)", style=solid]; -"16 add_" -> "18 cat" [label="(1, 3, 3, 3)", style=solid]; -"17 add__1" -> "18 cat" [label="(1, 3, 3, 3)", style=solid]; -"18 cat" -> "19 conv2d_2" [label="(1, 9, 3, 3)", style=solid]; -"19 conv2d_2" -> "20 add" [label="(1, 3, 3, 3)", style=solid]; -"20 add" -> "21 output" [label="(1, 3, 3, 3)", style=solid]; +"12 quantize_per_channel_default" [id=12, type="quantize_per_channel"]; +"13 dequantize_per_channel_default" [id=13, type="dequantize_per_channel"]; +"14 conv2d_1" [id=14, type=conv2d]; +"15 add_" [id=15, type="add_"]; +"16 add__1" [id=16, type="add_"]; +"17 cat" [id=17, type=cat]; +"18 conv2d_2" [id=18, type=conv2d]; +"19 add" [id=19, type=add]; +"20 output" [id=20, type=output]; +"0 const" -> "17 cat" [style=solid, label="(1, 3, 3, 3)"]; +"1 conv_a_weight" -> "11 conv2d" [style=solid, label="(3, 3, 1, 1)"]; +"2 conv_a_bias" -> "11 conv2d" [style=solid, label="(3,)"]; +"3 conv_b_weight" -> "14 conv2d_1" [style=solid, label="(3, 3, 1, 1)"]; +"4 conv_b_bias" -> "14 conv2d_1" [style=solid, label="(3,)"]; +"5 conv_c_weight" -> "18 conv2d_2" [style=solid, label="(3, 9, 1, 1)"]; +"6 conv_c_bias" -> "18 conv2d_2" [style=solid, label="(3,)"]; +"7 bias" -> "15 add_" [style=solid, label="(1,)"]; +"7 bias" -> "16 add__1" [style=solid, label="(1,)"]; +"7 bias" -> "19 add" [style=solid, label="(1,)"]; +"8 x" -> "11 conv2d" [style=solid, label="(1, 3, 3, 3)"]; +"9 conv2d_scale_0" -> "12 quantize_per_channel_default" [style=solid, label="(1,)"]; +"9 conv2d_scale_0" -> "13 dequantize_per_channel_default" [style=solid, label="(1,)"]; +"10 conv2d_zero_point_0" -> "12 quantize_per_channel_default" [style=solid, label="(1,)"]; +"10 conv2d_zero_point_0" -> "13 dequantize_per_channel_default" [style=solid, label="(1,)"]; +"11 conv2d" -> "12 quantize_per_channel_default" [style=solid, label="(1, 3, 3, 3)"]; +"12 quantize_per_channel_default" -> "13 dequantize_per_channel_default" [style=solid, label="(1, 3, 3, 3)"]; +"13 dequantize_per_channel_default" -> "14 conv2d_1" [style=solid, label="(1, 3, 3, 3)"]; +"13 dequantize_per_channel_default" -> "15 add_" [style=solid, label="(1, 3, 3, 3)"]; +"14 conv2d_1" -> "16 add__1" [style=solid, label="(1, 3, 3, 3)"]; +"15 add_" -> "17 cat" [style=solid, label="(1, 3, 3, 3)"]; +"16 add__1" -> "17 cat" [style=solid, label="(1, 3, 3, 3)"]; +"17 cat" -> "18 conv2d_2" [style=solid, label="(1, 9, 3, 3)"]; +"18 conv2d_2" -> "19 add" [style=solid, label="(1, 3, 3, 3)"]; +"19 add" -> "20 output" [style=solid, label="(1, 3, 3, 3)"]; } diff --git a/tests/torch/data/reference_graphs/fx/transformed/qdq_insert_conv2d_7_None_per_tensor.dot b/tests/torch/data/reference_graphs/fx/transformed/qdq_insert_conv2d_7_None_per_tensor.dot index 2f7329431b8..10b4fcdca11 100644 --- a/tests/torch/data/reference_graphs/fx/transformed/qdq_insert_conv2d_7_None_per_tensor.dot +++ b/tests/torch/data/reference_graphs/fx/transformed/qdq_insert_conv2d_7_None_per_tensor.dot @@ -1,44 +1,42 @@ -strict digraph { -"0 const" [id=0, type=get_attr]; -"1 conv_a_weight" [id=1, type=get_attr]; -"2 conv_a_bias" [id=2, type=get_attr]; -"3 conv_b_weight" [id=3, type=get_attr]; -"4 conv_b_bias" [id=4, type=get_attr]; -"5 conv_c_weight" [id=5, type=get_attr]; -"6 conv_c_bias" [id=6, type=get_attr]; -"7 bias" [id=7, type=get_attr]; +strict digraph { +"0 const" [id=0, type="get_attr"]; +"1 conv_a_weight" [id=1, type="get_attr"]; +"2 conv_a_bias" [id=2, type="get_attr"]; +"3 conv_b_weight" [id=3, type="get_attr"]; +"4 conv_b_bias" [id=4, type="get_attr"]; +"5 conv_c_weight" [id=5, type="get_attr"]; +"6 conv_c_bias" [id=6, type="get_attr"]; +"7 bias" [id=7, type="get_attr"]; "8 x" [id=8, type=input]; "9 conv2d" [id=9, type=conv2d]; -"10 quantize_per_tensor_default" [id=10, type=quantize_per_tensor]; -"11 dequantize_per_tensor_default_1" [id=11, type=dequantize_per_tensor]; -"12 dequantize_per_tensor_default" [id=12, type=dequantize_per_tensor]; -"13 conv2d_1" [id=13, type=conv2d]; -"14 add_" [id=14, type=add_]; -"15 add__1" [id=15, type=add_]; -"16 cat" [id=16, type=cat]; -"17 conv2d_2" [id=17, type=conv2d]; -"18 add" [id=18, type=add]; -"19 output" [id=19, type=output]; -"0 const" -> "16 cat" [label="(1, 3, 3, 3)", style=solid]; -"1 conv_a_weight" -> "9 conv2d" [label="(3, 3, 1, 1)", style=solid]; -"2 conv_a_bias" -> "9 conv2d" [label="(3,)", style=solid]; -"3 conv_b_weight" -> "13 conv2d_1" [label="(3, 3, 1, 1)", style=solid]; -"4 conv_b_bias" -> "13 conv2d_1" [label="(3,)", style=solid]; -"5 conv_c_weight" -> "17 conv2d_2" [label="(3, 9, 1, 1)", style=solid]; -"6 conv_c_bias" -> "17 conv2d_2" [label="(3,)", style=solid]; -"7 bias" -> "14 add_" [label="(1,)", style=solid]; -"7 bias" -> "15 add__1" [label="(1,)", style=solid]; -"7 bias" -> "18 add" [label="(1,)", style=solid]; -"8 x" -> "9 conv2d" [label="(1, 3, 3, 3)", style=solid]; -"9 conv2d" -> "10 quantize_per_tensor_default" [label="(1, 3, 3, 3)", style=solid]; -"10 quantize_per_tensor_default" -> "11 dequantize_per_tensor_default_1" [label="(1, 3, 3, 3)", style=solid]; -"10 quantize_per_tensor_default" -> "12 dequantize_per_tensor_default" [label="(1, 3, 3, 3)", style=solid]; -"11 dequantize_per_tensor_default_1" -> "14 add_" [label="(1, 3, 3, 3)", style=solid]; -"12 dequantize_per_tensor_default" -> "13 conv2d_1" [label="(1, 3, 3, 3)", style=solid]; -"13 conv2d_1" -> "15 add__1" [label="(1, 3, 3, 3)", style=solid]; -"14 add_" -> "16 cat" [label="(1, 3, 3, 3)", style=solid]; -"15 add__1" -> "16 cat" [label="(1, 3, 3, 3)", style=solid]; -"16 cat" -> "17 conv2d_2" [label="(1, 9, 3, 3)", style=solid]; -"17 conv2d_2" -> "18 add" [label="(1, 3, 3, 3)", style=solid]; -"18 add" -> "19 output" [label="(1, 3, 3, 3)", style=solid]; +"10 quantize_per_tensor_default" [id=10, type="quantize_per_tensor"]; +"11 dequantize_per_tensor_default" [id=11, type="dequantize_per_tensor"]; +"12 conv2d_1" [id=12, type=conv2d]; +"13 add_" [id=13, type="add_"]; +"14 add__1" [id=14, type="add_"]; +"15 cat" [id=15, type=cat]; +"16 conv2d_2" [id=16, type=conv2d]; +"17 add" [id=17, type=add]; +"18 output" [id=18, type=output]; +"0 const" -> "15 cat" [style=solid, label="(1, 3, 3, 3)"]; +"1 conv_a_weight" -> "9 conv2d" [style=solid, label="(3, 3, 1, 1)"]; +"2 conv_a_bias" -> "9 conv2d" [style=solid, label="(3,)"]; +"3 conv_b_weight" -> "12 conv2d_1" [style=solid, label="(3, 3, 1, 1)"]; +"4 conv_b_bias" -> "12 conv2d_1" [style=solid, label="(3,)"]; +"5 conv_c_weight" -> "16 conv2d_2" [style=solid, label="(3, 9, 1, 1)"]; +"6 conv_c_bias" -> "16 conv2d_2" [style=solid, label="(3,)"]; +"7 bias" -> "13 add_" [style=solid, label="(1,)"]; +"7 bias" -> "14 add__1" [style=solid, label="(1,)"]; +"7 bias" -> "17 add" [style=solid, label="(1,)"]; +"8 x" -> "9 conv2d" [style=solid, label="(1, 3, 3, 3)"]; +"9 conv2d" -> "10 quantize_per_tensor_default" [style=solid, label="(1, 3, 3, 3)"]; +"10 quantize_per_tensor_default" -> "11 dequantize_per_tensor_default" [style=solid, label="(1, 3, 3, 3)"]; +"11 dequantize_per_tensor_default" -> "12 conv2d_1" [style=solid, label="(1, 3, 3, 3)"]; +"11 dequantize_per_tensor_default" -> "13 add_" [style=solid, label="(1, 3, 3, 3)"]; +"12 conv2d_1" -> "14 add__1" [style=solid, label="(1, 3, 3, 3)"]; +"13 add_" -> "15 cat" [style=solid, label="(1, 3, 3, 3)"]; +"14 add__1" -> "15 cat" [style=solid, label="(1, 3, 3, 3)"]; +"15 cat" -> "16 conv2d_2" [style=solid, label="(1, 9, 3, 3)"]; +"16 conv2d_2" -> "17 add" [style=solid, label="(1, 3, 3, 3)"]; +"17 add" -> "18 output" [style=solid, label="(1, 3, 3, 3)"]; } diff --git a/tests/torch/fx/test_models.py b/tests/torch/fx/test_models.py index 55591dfaf81..0d40c95ba8c 100644 --- a/tests/torch/fx/test_models.py +++ b/tests/torch/fx/test_models.py @@ -137,19 +137,19 @@ def test_model(test_case: ModelCase): ( ModelCase(test_models.UNet, "unet", [1, 3, 224, 224]), {}, - [(46, 50), (23, 27)], + [(46, 46), (23, 23)], [Dim.AUTO, Dim.STATIC, Dim.STATIC, Dim.STATIC], # This Unet Model is not eligible for dynamic shape capability ), ( torchvision_model_case("resnet18", (1, 3, 224, 224)), {}, - [(51, 58), (30, 37)], + [(51, 51), (30, 30)], [Dim.AUTO, Dim.STATIC, Dim.AUTO, Dim.AUTO], ), ( torchvision_model_case("mobilenet_v3_small", (1, 3, 224, 224)), {}, - [(97, 112), (61, 76)], + [(97, 97), (61, 61)], [Dim.AUTO, Dim.STATIC, Dim.AUTO, Dim.AUTO], ), ( diff --git a/tests/torch/fx/test_quantizer.py b/tests/torch/fx/test_quantizer.py index a7f6f13401b..e9b44e127ca 100644 --- a/tests/torch/fx/test_quantizer.py +++ b/tests/torch/fx/test_quantizer.py @@ -24,6 +24,7 @@ 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 import xnnpack_quantizer from torch.ao.quantization.quantizer.quantizer import QuantizationSpec as TorchAOQuantizationSpec from torch.ao.quantization.quantizer.quantizer import Quantizer from torch.ao.quantization.quantizer.quantizer import SharedQuantizationSpec as TorchAOSharedQuantizationSpec @@ -31,8 +32,9 @@ from torch.ao.quantization.quantizer.x86_inductor_quantizer import get_default_x86_inductor_quantization_config import nncf +from nncf.common.graph import NNCFGraph +from nncf.experimental.torch.fx import quantize_pt2e from nncf.experimental.torch.fx.nncf_graph_builder import GraphConverter -from nncf.experimental.torch.fx.quantization.quantize_pt2e import quantize_pt2e from nncf.experimental.torch.fx.quantization.quantizer.openvino_quantizer import OpenVINOQuantizer from nncf.experimental.torch.fx.quantization.quantizer.torch_ao_adapter import _get_edge_or_node_to_qspec from tests.torch import test_models @@ -67,6 +69,12 @@ def get_x86_quantizer(*args, **kwarsg) -> X86InductorQuantizer: return quantizer +def get_xnnpack_quantizer(*args, **kwargs) -> xnnpack_quantizer.XNNPACKQuantizer: + quantizer = xnnpack_quantizer.XNNPACKQuantizer() + quantizer.set_global(xnnpack_quantizer.get_symmetric_quantization_config()) + return quantizer + + def get_openvino_quantizer(*args, **kwargs) -> OpenVINOQuantizer: return OpenVINOQuantizer(*args, **kwargs) @@ -119,7 +127,13 @@ def transform_fn(data_item): 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"] + "quantizer_builder", + [ + get_xnnpack_quantizer, + get_x86_quantizer, + get_openvino_quantizer, + ], + ids=["XNNPACKQuantizer", "X86InductorQuantizer", "OpenVINOQuantizer"], ) def test_quantized_model( quantizer_builder: Callable[[Tuple[Any, ...]], Quantizer], @@ -146,6 +160,7 @@ def test_quantized_model( # visualize_fx_model(quantized_model, f"{model_case.model_id}_int8.svg") nncf_graph = GraphConverter.create_nncf_graph(quantized_model) + nncf_graph = _normalize_nncf_graph(nncf_graph) check_graph( nncf_graph, get_dot_filename(model_case.model_id), @@ -156,13 +171,56 @@ def test_quantized_model( # 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") + # # visualize_fx_model(ao_quantized_model, f"{quantizer.__class__.__name__}_{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)) + # ao_nncf_graph.visualize_graph(f"ao_{quantizer.__class__.__name__}_{get_dot_filename(model_case.model_id)}") + + +def _normalize_nncf_graph(nncf_graph: NNCFGraph): + """ + Normalizes the given NNCFGraph by renaming quantize/dequantize nodes to ensure consistent naming across runs. + XNNPACKQuantizer and X86InductorQuantizer quantizers insert quantize and dequantize nodes + with inconsistent names across runs. This function assigns standardized names to such nodes + to maintain consistency. + + :param nncf_graph: The given NNCFGraph instance. + :return: The normalized version of the given NNCFGraph. + """ + idx = 0 + q_dq_types = ["quantize_per_tensor", "dequantize_per_tensor", "quantize_per_channel", "dequantize_per_channel"] + norm_nncf_graph = NNCFGraph() + node_names_map = {} + for node in nncf_graph.topological_sort(): + attrs = node._attributes.copy() + if node.node_type in q_dq_types: + new_node_name = f"{node.node_type}_{idx}" + node_names_map[node.node_name] = new_node_name + attrs[node.NODE_NAME_ATTR] = new_node_name + idx += 1 + norm_nncf_graph.add_nncf_node( + node_name=attrs[node.NODE_NAME_ATTR], + node_type=attrs[node.NODE_TYPE_ATTR], + node_metatype=attrs[node.METATYPE_ATTR], + layer_attributes=node.layer_attributes, + ) + + for edge in nncf_graph.get_all_edges(): + from_node_name = node_names_map.get(edge.from_node.node_name, edge.from_node.node_name) + to_node_name = node_names_map.get(edge.to_node.node_name, edge.to_node.node_name) + from_node, to_node = [norm_nncf_graph.get_node_by_name(name) for name in (from_node_name, to_node_name)] + norm_nncf_graph.add_edge_between_nncf_nodes( + from_node.node_id, + to_node.node_id, + tensor_shape=edge.tensor_shape, + input_port_id=edge.input_port_id, + output_port_id=edge.output_port_id, + dtype=edge.dtype, + parallel_input_port_ids=edge.parallel_input_port_ids, + ) + return norm_nncf_graph @pytest.mark.parametrize( diff --git a/tests/torch/fx/test_sanity.py b/tests/torch/fx/test_sanity.py index 669df4bc050..5c04260aaf0 100644 --- a/tests/torch/fx/test_sanity.py +++ b/tests/torch/fx/test_sanity.py @@ -53,7 +53,7 @@ class SanitySampleCase: "https://storage.openvinotoolkit.org/repositories/nncf/openvino_notebook_ckpts/302_resnet18_fp32_v1.pth", 55.30, 30, - 37, + 30, ), )