diff --git a/nncf/experimental/torch/fx/quantization/quantize_model.py b/nncf/experimental/torch/fx/quantization/quantize_model.py index 311016e7e52..6daa6b5bc34 100644 --- a/nncf/experimental/torch/fx/quantization/quantize_model.py +++ b/nncf/experimental/torch/fx/quantization/quantize_model.py @@ -14,7 +14,6 @@ import torch import torch.fx -from torch.ao.quantization.pt2e.duplicate_dq_pass import DuplicateDQPass from torch.ao.quantization.pt2e.port_metadata_pass import PortNodeMetaForQDQ from torch.ao.quantization.pt2e.qat_utils import _fold_conv_bn_qat from torch.ao.quantization.pt2e.utils import _disallow_eval_train @@ -27,6 +26,7 @@ from nncf.common.quantization.structs import QuantizationPreset from nncf.data import Dataset from nncf.experimental.torch.fx.quantization.backend_parameters import is_weight_compression_needed +from nncf.experimental.torch.fx.transformations import DuplicateDQPassNoAnnotations from nncf.experimental.torch.fx.transformations import apply_quantization_transformations from nncf.experimental.torch.fx.transformations import compress_post_quantize_transformation from nncf.experimental.torch.fx.transformations import fq_weights_transformation @@ -102,7 +102,7 @@ def quantize_impl( quantized_model = GraphModule(quantized_model, quantized_model.graph) quantized_model = _fold_conv_bn_qat(quantized_model) - pm = PassManager([DuplicateDQPass()]) + pm = PassManager([DuplicateDQPassNoAnnotations()]) quantized_model = pm(quantized_model).graph_module pm = PassManager([PortNodeMetaForQDQ()]) diff --git a/nncf/experimental/torch/fx/quantization/quantize_pt2e.py b/nncf/experimental/torch/fx/quantization/quantize_pt2e.py index 2292a736642..3f0b3186310 100644 --- a/nncf/experimental/torch/fx/quantization/quantize_pt2e.py +++ b/nncf/experimental/torch/fx/quantization/quantize_pt2e.py @@ -14,7 +14,6 @@ import torch import torch.fx -from torch.ao.quantization.pt2e.duplicate_dq_pass import DuplicateDQPass from torch.ao.quantization.pt2e.port_metadata_pass import PortNodeMetaForQDQ from torch.ao.quantization.pt2e.utils import _disallow_eval_train from torch.ao.quantization.pt2e.utils import _fuse_conv_bn_ @@ -33,6 +32,7 @@ from nncf.experimental.torch.fx.quantization.quantizer.openvino_quantizer import OpenVINOQuantizer from nncf.experimental.torch.fx.quantization.quantizer.torch_ao_adapter import TorchAOQuantizerAdapter from nncf.experimental.torch.fx.transformations import QUANTIZE_NODE_TARGETS +from nncf.experimental.torch.fx.transformations import DuplicateDQPassNoAnnotations from nncf.experimental.torch.fx.transformations import compress_post_quantize_transformation from nncf.quantization.advanced_parameters import AdvancedBiasCorrectionParameters from nncf.quantization.advanced_parameters import AdvancedSmoothQuantParameters @@ -132,7 +132,7 @@ def quantize_pt2e( else: constant_fold(quantized_model, _quant_node_constraint) - pm = PassManager([DuplicateDQPass()]) + pm = PassManager([DuplicateDQPassNoAnnotations()]) quantized_model = pm(quantized_model).graph_module pm = PassManager([PortNodeMetaForQDQ()]) diff --git a/nncf/experimental/torch/fx/transformations.py b/nncf/experimental/torch/fx/transformations.py index 85d509c3ab4..b2720262e81 100644 --- a/nncf/experimental/torch/fx/transformations.py +++ b/nncf/experimental/torch/fx/transformations.py @@ -9,6 +9,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +import operator from copy import copy from typing import Any, Callable, Optional, Union @@ -16,6 +17,9 @@ import torch.fx from torch.ao.quantization.fx.utils import create_getattr_from_value from torch.ao.quantization.pt2e.utils import _fuse_conv_bn_ +from torch.fx.node import map_arg +from torch.fx.passes.infra.pass_base import PassBase +from torch.fx.passes.infra.pass_base import PassResult from torch.quantization.fake_quantize import FakeQuantize import nncf @@ -741,3 +745,84 @@ def constraint_fn(node: torch.fx.Node): return node.op != "call_function" or node.target not in QUANTIZE_NODE_TARGETS + DEQUANTIZE_NODE_TARGETS constant_fold(model, constraint_fn=constraint_fn) + + +def _duplicate_dq(gm: torch.fx.GraphModule, dq_node: torch.fx.Node, user: torch.fx.Node) -> None: + """ + Duplicates the given dequantizer node so that the specified user node + has a unique instance of the dequantizer. + + :param gm: torch.fx.GraphModule instance. + :param dq_node: The original dequantizer node to be duplicated. + :param user: The user node that requires a unique dequantizer node instance. + """ + with gm.graph.inserting_after(dq_node): + new_node = gm.graph.node_copy(dq_node) + + def maybe_replace_node(n: torch.fx.Node) -> torch.fx.Node: + if n == dq_node: + return new_node + return n + + new_args = map_arg(user.args, maybe_replace_node) + new_kwargs = map_arg(user.kwargs, maybe_replace_node) + user.args = new_args + user.kwargs = new_kwargs + + +def _is_sym_size_node(node: torch.fx.Node) -> bool: + """ + Returns True if the given node is a sym size node instance, False otherwise. + + :param node: The given torch.fx.Node. + :return: True if the given node is a sym size node instance, False otherwise. + """ + return ( + node.op == "call_function" + and node.target == torch.ops.aten.sym_size.default + or node.target == torch.ops.aten.sym_numel.default + or node.target == torch.ops.aten.sym_numel + or node.target == torch.ops.aten.sym_size + ) + + +class DuplicateDQPassNoAnnotations(PassBase): + """ + Pass that duplicates Dequantizer (DQ) nodes so that each user node has a unique instance, + but only when the DQ node retrieves its parameters via a `getitem` operation with constants. + """ + + def call(self, graph_module: torch.fx.GraphModule) -> PassResult: + """ + Invokes the pass. + + :param graph_module: The FX GraphModule to be transformed. + :return: PassResult containing the modified graph module and a success flag. + """ + for node in graph_module.graph.nodes: + if node.op == "call_function" and node.target in DEQUANTIZE_NODE_TARGETS: + dq_users = list(filter((lambda x: not _is_sym_size_node(x)), node.users)) + if len(dq_users) <= 1: + continue + # Do not duplicate dq for dynamic quantization + # Pattern: choose_qparam - getitem - q - dq + q_node = node.args[0] + if q_node.op == "call_function" and q_node.target in QUANTIZE_NODE_TARGETS: + getitem_node = q_node.args[1] + if ( + isinstance(getitem_node, torch.fx.node.Node) + and getitem_node.op == "call_function" + and getitem_node.target == operator.getitem + ): + choose_qparam_node = getitem_node.args[0] + if ( + isinstance(choose_qparam_node, torch.fx.node.Node) + and choose_qparam_node.op == "call_function" + and choose_qparam_node.target == torch.ops.quantized_decomposed.choose_qparams.tensor + ): + continue + for user in dq_users: + _duplicate_dq(graph_module, node, user) + graph_module.graph.eliminate_dead_code() + graph_module.recompile() + return PassResult(graph_module, True) diff --git a/tests/torch2/data/fx/OpenVINOQuantizer/mobilenet_v3_small.dot b/tests/torch2/data/fx/OpenVINOQuantizer/mobilenet_v3_small.dot index 9d292e921ff..d64a7ee2227 100644 --- a/tests/torch2/data/fx/OpenVINOQuantizer/mobilenet_v3_small.dot +++ b/tests/torch2/data/fx/OpenVINOQuantizer/mobilenet_v3_small.dot @@ -62,502 +62,517 @@ strict digraph { "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"]; -"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_16" [id=111, type="quantize_per_tensor"]; -"112 dequantize_per_tensor_17" [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"]; -"121 relu__3_zero_point_0" [id=121, type="get_attr"]; -"122 relu__3" [id=122, type="relu_"]; -"123 quantize_per_channel_18" [id=123, type="quantize_per_channel"]; -"124 dequantize_per_channel_19" [id=124, type="dequantize_per_channel"]; -"125 features_3_block_1_0_weight_bias" [id=125, type="get_attr"]; -"126 scale_updated_constant7" [id=126, type="get_attr"]; -"127 compressed_weight_updated_constant7" [id=127, type="get_attr"]; -"128 mul_tensor_7" [id=128, type=mul]; -"129 zero_point_updated_constant7" [id=129, type="get_attr"]; -"130 sub_tensor_7" [id=130, type=sub]; -"131 conv2d_9" [id=131, type=conv2d]; -"132 relu__4" [id=132, type="relu_"]; -"133 quantize_per_tensor_20" [id=133, type="quantize_per_tensor"]; -"134 dequantize_per_tensor_21" [id=134, type="dequantize_per_tensor"]; -"135 features_3_block_2_0_weight_bias" [id=135, type="get_attr"]; -"136 scale_updated_constant8" [id=136, type="get_attr"]; -"137 compressed_weight_updated_constant8" [id=137, type="get_attr"]; -"138 mul_tensor_8" [id=138, type=mul]; -"139 zero_point_updated_constant8" [id=139, type="get_attr"]; -"140 sub_tensor_8" [id=140, type=sub]; -"141 conv2d_10" [id=141, type=conv2d]; -"142 quantize_per_tensor_22" [id=142, type="quantize_per_tensor"]; -"143 dequantize_per_tensor_23" [id=143, type="dequantize_per_tensor"]; -"144 add_" [id=144, type="add_"]; -"145 quantize_per_tensor_24" [id=145, type="quantize_per_tensor"]; -"146 dequantize_per_tensor_25" [id=146, type="dequantize_per_tensor"]; -"147 features_4_block_0_0_weight_bias" [id=147, type="get_attr"]; -"148 scale_updated_constant9" [id=148, type="get_attr"]; -"149 compressed_weight_updated_constant9" [id=149, type="get_attr"]; -"150 mul_tensor_9" [id=150, type=mul]; -"151 zero_point_updated_constant9" [id=151, type="get_attr"]; -"152 sub_tensor_9" [id=152, type=sub]; -"153 conv2d_11" [id=153, type=conv2d]; -"154 hardswish__1_scale_0" [id=154, type="get_attr"]; -"155 hardswish__1_zero_point_0" [id=155, type="get_attr"]; -"156 hardswish__1" [id=156, type="hardswish_"]; -"157 quantize_per_channel_26" [id=157, type="quantize_per_channel"]; -"158 dequantize_per_channel_27" [id=158, type="dequantize_per_channel"]; -"159 features_4_block_1_0_weight_bias" [id=159, type="get_attr"]; -"160 scale_updated_constant10" [id=160, type="get_attr"]; -"161 compressed_weight_updated_constant10" [id=161, type="get_attr"]; -"162 mul_tensor_10" [id=162, type=mul]; -"163 zero_point_updated_constant10" [id=163, type="get_attr"]; -"164 sub_tensor_10" [id=164, type=sub]; -"165 conv2d_12" [id=165, type=conv2d]; -"166 hardswish__2" [id=166, type="hardswish_"]; -"167 quantize_per_tensor_28" [id=167, type="quantize_per_tensor"]; -"168 dequantize_per_tensor_29" [id=168, type="dequantize_per_tensor"]; -"169 adaptive_avg_pool2d_1" [id=169, type="adaptive_avg_pool2d"]; -"170 conv2d_13" [id=170, type=conv2d]; -"171 relu_1" [id=171, type=relu]; -"172 conv2d_14" [id=172, type=conv2d]; -"173 hardsigmoid_1" [id=173, type=hardsigmoid]; -"174 quantize_per_tensor_30" [id=174, type="quantize_per_tensor"]; -"175 dequantize_per_tensor_31" [id=175, type="dequantize_per_tensor"]; -"176 mul_1" [id=176, type=mul]; -"177 quantize_per_tensor_32" [id=177, type="quantize_per_tensor"]; -"178 dequantize_per_tensor_33" [id=178, type="dequantize_per_tensor"]; -"179 features_4_block_3_0_weight_bias" [id=179, type="get_attr"]; -"180 scale_updated_constant11" [id=180, type="get_attr"]; -"181 compressed_weight_updated_constant11" [id=181, type="get_attr"]; -"182 mul_tensor_11" [id=182, type=mul]; -"183 zero_point_updated_constant11" [id=183, type="get_attr"]; -"184 sub_tensor_11" [id=184, type=sub]; -"185 conv2d_15" [id=185, type=conv2d]; -"186 quantize_per_tensor_34" [id=186, type="quantize_per_tensor"]; -"187 dequantize_per_tensor_35" [id=187, type="dequantize_per_tensor"]; -"188 features_5_block_0_0_weight_bias" [id=188, type="get_attr"]; -"189 scale_updated_constant12" [id=189, type="get_attr"]; -"190 compressed_weight_updated_constant12" [id=190, type="get_attr"]; -"191 mul_tensor_12" [id=191, type=mul]; -"192 zero_point_updated_constant12" [id=192, type="get_attr"]; -"193 sub_tensor_12" [id=193, type=sub]; -"194 conv2d_16" [id=194, type=conv2d]; -"195 hardswish__3_scale_0" [id=195, type="get_attr"]; -"196 hardswish__3_zero_point_0" [id=196, type="get_attr"]; -"197 hardswish__3" [id=197, type="hardswish_"]; -"198 quantize_per_channel_36" [id=198, type="quantize_per_channel"]; -"199 dequantize_per_channel_37" [id=199, type="dequantize_per_channel"]; -"200 features_5_block_1_0_weight_bias" [id=200, type="get_attr"]; -"201 scale_updated_constant13" [id=201, type="get_attr"]; -"202 compressed_weight_updated_constant13" [id=202, type="get_attr"]; -"203 mul_tensor_13" [id=203, type=mul]; -"204 zero_point_updated_constant13" [id=204, type="get_attr"]; -"205 sub_tensor_13" [id=205, type=sub]; -"206 conv2d_17" [id=206, type=conv2d]; -"207 hardswish__4" [id=207, type="hardswish_"]; -"208 quantize_per_tensor_38" [id=208, type="quantize_per_tensor"]; -"209 dequantize_per_tensor_39" [id=209, type="dequantize_per_tensor"]; -"210 adaptive_avg_pool2d_2" [id=210, type="adaptive_avg_pool2d"]; -"211 conv2d_18" [id=211, type=conv2d]; -"212 relu_2" [id=212, type=relu]; -"213 conv2d_19" [id=213, type=conv2d]; -"214 hardsigmoid_2" [id=214, type=hardsigmoid]; -"215 quantize_per_tensor_40" [id=215, type="quantize_per_tensor"]; -"216 dequantize_per_tensor_41" [id=216, type="dequantize_per_tensor"]; -"217 mul_2" [id=217, type=mul]; -"218 quantize_per_tensor_42" [id=218, type="quantize_per_tensor"]; -"219 dequantize_per_tensor_43" [id=219, type="dequantize_per_tensor"]; -"220 features_5_block_3_0_weight_bias" [id=220, type="get_attr"]; -"221 scale_updated_constant14" [id=221, type="get_attr"]; -"222 compressed_weight_updated_constant14" [id=222, type="get_attr"]; -"223 mul_tensor_14" [id=223, type=mul]; -"224 zero_point_updated_constant14" [id=224, type="get_attr"]; -"225 sub_tensor_14" [id=225, type=sub]; -"226 conv2d_20" [id=226, type=conv2d]; -"227 quantize_per_tensor_44" [id=227, type="quantize_per_tensor"]; -"228 dequantize_per_tensor_45" [id=228, type="dequantize_per_tensor"]; -"229 add__1" [id=229, type="add_"]; -"230 quantize_per_tensor_46" [id=230, type="quantize_per_tensor"]; -"231 dequantize_per_tensor_47" [id=231, type="dequantize_per_tensor"]; -"232 features_6_block_0_0_weight_bias" [id=232, type="get_attr"]; -"233 scale_updated_constant15" [id=233, type="get_attr"]; -"234 compressed_weight_updated_constant15" [id=234, type="get_attr"]; -"235 mul_tensor_15" [id=235, type=mul]; -"236 zero_point_updated_constant15" [id=236, type="get_attr"]; -"237 sub_tensor_15" [id=237, type=sub]; -"238 conv2d_21" [id=238, type=conv2d]; -"239 hardswish__5_scale_0" [id=239, type="get_attr"]; -"240 hardswish__5_zero_point_0" [id=240, type="get_attr"]; -"241 hardswish__5" [id=241, type="hardswish_"]; -"242 quantize_per_channel_48" [id=242, type="quantize_per_channel"]; -"243 dequantize_per_channel_49" [id=243, type="dequantize_per_channel"]; -"244 features_6_block_1_0_weight_bias" [id=244, type="get_attr"]; -"245 scale_updated_constant16" [id=245, type="get_attr"]; -"246 compressed_weight_updated_constant16" [id=246, type="get_attr"]; -"247 mul_tensor_16" [id=247, type=mul]; -"248 zero_point_updated_constant16" [id=248, type="get_attr"]; -"249 sub_tensor_16" [id=249, type=sub]; -"250 conv2d_22" [id=250, type=conv2d]; -"251 hardswish__6" [id=251, type="hardswish_"]; -"252 quantize_per_tensor_50" [id=252, type="quantize_per_tensor"]; -"253 dequantize_per_tensor_51" [id=253, type="dequantize_per_tensor"]; -"254 adaptive_avg_pool2d_3" [id=254, type="adaptive_avg_pool2d"]; -"255 conv2d_23" [id=255, type=conv2d]; -"256 relu_3" [id=256, type=relu]; -"257 conv2d_24" [id=257, type=conv2d]; -"258 hardsigmoid_3" [id=258, type=hardsigmoid]; -"259 quantize_per_tensor_52" [id=259, type="quantize_per_tensor"]; -"260 dequantize_per_tensor_53" [id=260, type="dequantize_per_tensor"]; -"261 mul_3" [id=261, type=mul]; -"262 quantize_per_tensor_54" [id=262, type="quantize_per_tensor"]; -"263 dequantize_per_tensor_55" [id=263, type="dequantize_per_tensor"]; -"264 features_6_block_3_0_weight_bias" [id=264, type="get_attr"]; -"265 scale_updated_constant17" [id=265, type="get_attr"]; 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type="get_attr"]; -"284 hardswish__7_zero_point_0" [id=284, type="get_attr"]; -"285 hardswish__7" [id=285, type="hardswish_"]; -"286 quantize_per_channel_60" [id=286, type="quantize_per_channel"]; -"287 dequantize_per_channel_61" [id=287, type="dequantize_per_channel"]; -"288 features_7_block_1_0_weight_bias" [id=288, type="get_attr"]; -"289 scale_updated_constant19" [id=289, type="get_attr"]; -"290 compressed_weight_updated_constant19" [id=290, type="get_attr"]; -"291 mul_tensor_19" [id=291, type=mul]; -"292 zero_point_updated_constant19" [id=292, type="get_attr"]; -"293 sub_tensor_19" [id=293, type=sub]; -"294 conv2d_27" [id=294, type=conv2d]; -"295 hardswish__8" [id=295, type="hardswish_"]; -"296 quantize_per_tensor_62" [id=296, type="quantize_per_tensor"]; -"297 dequantize_per_tensor_63" [id=297, type="dequantize_per_tensor"]; -"298 adaptive_avg_pool2d_4" [id=298, type="adaptive_avg_pool2d"]; -"299 conv2d_28" [id=299, type=conv2d]; -"300 relu_4" [id=300, type=relu]; -"301 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features_6_block_2_fc2_bias" -> "257 conv2d_24" [style=solid, label="(240,)"]; -"16 features_7_block_2_fc1_weight" -> "299 conv2d_28" [style=solid, label="(32, 120, 1, 1)"]; -"17 features_7_block_2_fc1_bias" -> "299 conv2d_28" [style=solid, label="(32,)"]; -"18 features_7_block_2_fc2_weight" -> "301 conv2d_29" [style=solid, label="(120, 32, 1, 1)"]; -"19 features_7_block_2_fc2_bias" -> "301 conv2d_29" [style=solid, label="(120,)"]; -"20 features_8_block_2_fc1_weight" -> "340 conv2d_33" [style=solid, label="(40, 144, 1, 1)"]; -"21 features_8_block_2_fc1_bias" -> "340 conv2d_33" [style=solid, label="(40,)"]; -"22 features_8_block_2_fc2_weight" -> "342 conv2d_34" [style=solid, label="(144, 40, 1, 1)"]; -"23 features_8_block_2_fc2_bias" -> "342 conv2d_34" [style=solid, label="(144,)"]; -"24 features_9_block_2_fc1_weight" -> "384 conv2d_38" [style=solid, label="(72, 288, 1, 1)"]; -"25 features_9_block_2_fc1_bias" -> "384 conv2d_38" [style=solid, label="(72,)"]; -"26 features_9_block_2_fc2_weight" -> "386 conv2d_39" [style=solid, label="(288, 72, 1, 1)"]; -"27 features_9_block_2_fc2_bias" -> "386 conv2d_39" [style=solid, label="(288,)"]; -"28 features_10_block_2_fc1_weight" -> "425 conv2d_43" [style=solid, label="(144, 576, 1, 1)"]; -"29 features_10_block_2_fc1_bias" -> "425 conv2d_43" [style=solid, label="(144,)"]; -"30 features_10_block_2_fc2_weight" -> "427 conv2d_44" [style=solid, label="(576, 144, 1, 1)"]; -"31 features_10_block_2_fc2_bias" -> "427 conv2d_44" [style=solid, label="(576,)"]; -"32 features_11_block_2_fc1_weight" -> "469 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; -"33 features_11_block_2_fc1_bias" -> "469 conv2d_48" [style=solid, label="(144,)"]; -"34 features_11_block_2_fc2_weight" -> "471 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; -"35 features_11_block_2_fc2_bias" -> "471 conv2d_49" [style=solid, label="(576,)"]; -"36 classifier_0_bias" -> "509 linear" [style=solid, label="(1024,)"]; -"37 classifier_3_bias" -> 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scale_updated_constant6" [id=116, type="get_attr"]; +"117 compressed_weight_updated_constant6" [id=117, type="get_attr"]; +"118 mul_tensor_6" [id=118, type=mul]; +"119 zero_point_updated_constant6" [id=119, type="get_attr"]; +"120 sub_tensor_6" [id=120, type=sub]; +"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_20" [id=125, type="quantize_per_channel"]; +"126 dequantize_per_channel_21" [id=126, type="dequantize_per_channel"]; +"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, 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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_28" [id=159, type="quantize_per_channel"]; +"160 dequantize_per_channel_29" [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_30" [id=169, type="quantize_per_tensor"]; +"170 dequantize_per_tensor_31" [id=170, type="dequantize_per_tensor"]; +"171 dequantize_per_tensor_32" [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_33" [id=177, type="quantize_per_tensor"]; +"178 dequantize_per_tensor_34" [id=178, type="dequantize_per_tensor"]; +"179 mul_1" [id=179, type=mul]; +"180 quantize_per_tensor_35" [id=180, type="quantize_per_tensor"]; +"181 dequantize_per_tensor_36" [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_37" [id=189, type="quantize_per_tensor"]; +"190 dequantize_per_tensor_38" [id=190, type="dequantize_per_tensor"]; +"191 dequantize_per_tensor_39" [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_40" [id=202, type="quantize_per_channel"]; +"203 dequantize_per_channel_41" 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dequantize_per_tensor_46" [id=221, type="dequantize_per_tensor"]; +"222 mul_2" [id=222, type=mul]; +"223 quantize_per_tensor_47" [id=223, type="quantize_per_tensor"]; +"224 dequantize_per_tensor_48" [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_49" [id=232, type="quantize_per_tensor"]; +"233 dequantize_per_tensor_50" [id=233, type="dequantize_per_tensor"]; +"234 add__1" [id=234, type="add_"]; +"235 quantize_per_tensor_51" [id=235, type="quantize_per_tensor"]; +"236 dequantize_per_tensor_52" [id=236, type="dequantize_per_tensor"]; +"237 dequantize_per_tensor_53" [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_54" [id=248, type="quantize_per_channel"]; +"249 dequantize_per_channel_55" [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" 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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_63" [id=278, type="quantize_per_tensor"]; +"279 dequantize_per_tensor_64" [id=279, type="dequantize_per_tensor"]; +"280 add__2" [id=280, type="add_"]; +"281 quantize_per_tensor_65" [id=281, type="quantize_per_tensor"]; +"282 dequantize_per_tensor_66" [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, 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[id=324, type="dequantize_per_tensor"]; +"325 dequantize_per_tensor_78" [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_79" [id=336, type="quantize_per_channel"]; +"337 dequantize_per_channel_80" [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"]; 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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_88" [id=366, type="quantize_per_tensor"]; +"367 dequantize_per_tensor_89" [id=367, type="dequantize_per_tensor"]; +"368 add__3" [id=368, type="add_"]; +"369 quantize_per_tensor_90" [id=369, type="quantize_per_tensor"]; +"370 dequantize_per_tensor_91" [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"]; 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[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_97" [id=399, type="quantize_per_tensor"]; +"400 dequantize_per_tensor_98" [id=400, type="dequantize_per_tensor"]; +"401 mul_6" [id=401, type=mul]; +"402 quantize_per_tensor_99" [id=402, type="quantize_per_tensor"]; +"403 dequantize_per_tensor_100" [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_101" [id=411, type="quantize_per_tensor"]; +"412 dequantize_per_tensor_102" [id=412, type="dequantize_per_tensor"]; +"413 dequantize_per_tensor_103" [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_104" [id=424, type="quantize_per_channel"]; +"425 dequantize_per_channel_105" [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_106" [id=434, type="quantize_per_tensor"]; +"435 dequantize_per_tensor_107" [id=435, type="dequantize_per_tensor"]; +"436 dequantize_per_tensor_108" [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_109" [id=442, type="quantize_per_tensor"]; +"443 dequantize_per_tensor_110" [id=443, type="dequantize_per_tensor"]; +"444 mul_7" [id=444, type=mul]; +"445 quantize_per_tensor_111" [id=445, 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[id=479, type="hardswish_"]; +"480 quantize_per_tensor_120" [id=480, type="quantize_per_tensor"]; +"481 dequantize_per_tensor_121" [id=481, type="dequantize_per_tensor"]; +"482 dequantize_per_tensor_122" [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_123" [id=488, type="quantize_per_tensor"]; +"489 dequantize_per_tensor_124" [id=489, type="dequantize_per_tensor"]; +"490 mul_8" [id=490, type=mul]; +"491 quantize_per_tensor_125" [id=491, type="quantize_per_tensor"]; +"492 dequantize_per_tensor_126" [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_127" [id=500, type="quantize_per_tensor"]; +"501 dequantize_per_tensor_128" [id=501, type="dequantize_per_tensor"]; +"502 add__5" [id=502, type="add_"]; +"503 quantize_per_tensor_129" [id=503, type="quantize_per_tensor"]; +"504 dequantize_per_tensor_130" [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_131" [id=513, type="quantize_per_tensor"]; +"514 dequantize_per_tensor_132" [id=514, type="dequantize_per_tensor"]; +"515 adaptive_avg_pool2d_9" [id=515, type="adaptive_avg_pool2d"]; +"516 quantize_per_tensor_133" [id=516, type="quantize_per_tensor"]; +"517 dequantize_per_tensor_134" [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_135" [id=526, type="quantize_per_tensor"]; +"527 dequantize_per_tensor_136" [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"]; 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1)"]; +"9 features_5_block_2_fc1_bias" -> "216 conv2d_18" [style=solid, label="(64,)"]; +"10 features_5_block_2_fc2_weight" -> "218 conv2d_19" [style=solid, label="(240, 64, 1, 1)"]; +"11 features_5_block_2_fc2_bias" -> "218 conv2d_19" [style=solid, label="(240,)"]; +"12 features_6_block_2_fc1_weight" -> "262 conv2d_23" [style=solid, label="(64, 240, 1, 1)"]; +"13 features_6_block_2_fc1_bias" -> "262 conv2d_23" [style=solid, label="(64,)"]; +"14 features_6_block_2_fc2_weight" -> "264 conv2d_24" [style=solid, label="(240, 64, 1, 1)"]; +"15 features_6_block_2_fc2_bias" -> "264 conv2d_24" [style=solid, label="(240,)"]; +"16 features_7_block_2_fc1_weight" -> "307 conv2d_28" [style=solid, label="(32, 120, 1, 1)"]; +"17 features_7_block_2_fc1_bias" -> "307 conv2d_28" [style=solid, label="(32,)"]; +"18 features_7_block_2_fc2_weight" -> "309 conv2d_29" [style=solid, label="(120, 32, 1, 1)"]; +"19 features_7_block_2_fc2_bias" -> "309 conv2d_29" [style=solid, label="(120,)"]; +"20 features_8_block_2_fc1_weight" -> "350 conv2d_33" [style=solid, label="(40, 144, 1, 1)"]; +"21 features_8_block_2_fc1_bias" -> "350 conv2d_33" [style=solid, label="(40,)"]; +"22 features_8_block_2_fc2_weight" -> "352 conv2d_34" [style=solid, label="(144, 40, 1, 1)"]; +"23 features_8_block_2_fc2_bias" -> "352 conv2d_34" [style=solid, label="(144,)"]; +"24 features_9_block_2_fc1_weight" -> "395 conv2d_38" [style=solid, label="(72, 288, 1, 1)"]; +"25 features_9_block_2_fc1_bias" -> "395 conv2d_38" [style=solid, label="(72,)"]; +"26 features_9_block_2_fc2_weight" -> "397 conv2d_39" [style=solid, label="(288, 72, 1, 1)"]; +"27 features_9_block_2_fc2_bias" -> "397 conv2d_39" [style=solid, label="(288,)"]; +"28 features_10_block_2_fc1_weight" -> "438 conv2d_43" [style=solid, label="(144, 576, 1, 1)"]; +"29 features_10_block_2_fc1_bias" -> "438 conv2d_43" [style=solid, label="(144,)"]; +"30 features_10_block_2_fc2_weight" -> "440 conv2d_44" [style=solid, label="(576, 144, 1, 1)"]; +"31 features_10_block_2_fc2_bias" -> "440 conv2d_44" [style=solid, label="(576,)"]; +"32 features_11_block_2_fc1_weight" -> "484 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; +"33 features_11_block_2_fc1_bias" -> "484 conv2d_48" [style=solid, label="(144,)"]; +"34 features_11_block_2_fc2_weight" -> "486 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; +"35 features_11_block_2_fc2_bias" -> "486 conv2d_49" [style=solid, label="(576,)"]; +"36 classifier_0_bias" -> "524 linear" [style=solid, label="(1024,)"]; +"37 classifier_3_bias" -> "534 linear_1" [style=solid, label="(1000,)"]; "38 x" -> "39 quantize_per_tensor_0" [style=solid, label="(1, 3, 224, 224)"]; "39 quantize_per_tensor_0" -> "40 dequantize_per_tensor_1" [style=solid, label="(1, 3, 224, 224)"]; "40 dequantize_per_tensor_1" -> "47 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -584,497 +599,512 @@ strict digraph { "59 conv2d_1" -> "60 relu_" [style=solid, label="(1, 16, 56, 56)"]; "60 relu_" -> "61 quantize_per_tensor_4" [style=solid, label="(1, 16, 56, 56)"]; "61 quantize_per_tensor_4" -> "62 dequantize_per_tensor_5" [style=solid, label="(1, 16, 56, 56)"]; -"62 dequantize_per_tensor_5" -> "63 adaptive_avg_pool2d" [style=solid, label="(1, 16, 56, 56)"]; -"62 dequantize_per_tensor_5" -> "70 mul" [style=solid, label="(1, 16, 56, 56)"]; -"63 adaptive_avg_pool2d" -> "64 conv2d_2" [style=solid, label="(1, 16, 1, 1)"]; -"64 conv2d_2" -> "65 relu" [style=solid, label="(1, 8, 1, 1)"]; -"65 relu" -> "66 conv2d_3" [style=solid, label="(1, 8, 1, 1)"]; -"66 conv2d_3" -> "67 hardsigmoid" [style=solid, label="(1, 16, 1, 1)"]; -"67 hardsigmoid" -> "68 quantize_per_tensor_6" [style=solid, label="(1, 16, 1, 1)"]; -"68 quantize_per_tensor_6" -> "69 dequantize_per_tensor_7" [style=solid, label="(1, 16, 1, 1)"]; -"69 dequantize_per_tensor_7" -> "70 mul" [style=solid, label="(1, 16, 1, 1)"]; -"70 mul" -> "71 quantize_per_tensor_8" [style=solid, label="(1, 16, 56, 56)"]; -"71 quantize_per_tensor_8" -> "72 dequantize_per_tensor_9" [style=solid, label="(1, 16, 56, 56)"]; -"72 dequantize_per_tensor_9" -> "79 conv2d_4" [style=solid, label="(1, 16, 56, 56)"]; -"73 features_1_block_2_0_weight_bias" -> "79 conv2d_4" [style=solid, label="(16,)"]; -"74 scale_updated_constant2" -> "76 mul_tensor_2" [style=solid, label="(16, 1, 1, 1)"]; -"75 compressed_weight_updated_constant2" -> "76 mul_tensor_2" [style=solid, label="(16, 16, 1, 1)"]; -"76 mul_tensor_2" -> "78 sub_tensor_2" [style=solid, label="(16, 16, 1, 1)"]; -"77 zero_point_updated_constant2" -> "78 sub_tensor_2" [style=solid, label="(16, 1, 1, 1)"]; -"78 sub_tensor_2" -> "79 conv2d_4" [style=solid, label="(16, 16, 1, 1)"]; -"79 conv2d_4" -> "80 quantize_per_tensor_10" [style=solid, label="(1, 16, 56, 56)"]; -"80 quantize_per_tensor_10" -> "81 dequantize_per_tensor_11" [style=solid, label="(1, 16, 56, 56)"]; -"81 dequantize_per_tensor_11" -> "88 conv2d_5" [style=solid, label="(1, 16, 56, 56)"]; -"82 features_2_block_0_0_weight_bias" -> "88 conv2d_5" [style=solid, label="(72,)"]; -"83 scale_updated_constant3" -> "85 mul_tensor_3" [style=solid, label="(72, 1, 1, 1)"]; -"84 compressed_weight_updated_constant3" -> "85 mul_tensor_3" [style=solid, label="(72, 16, 1, 1)"]; -"85 mul_tensor_3" -> "87 sub_tensor_3" [style=solid, label="(72, 16, 1, 1)"]; -"86 zero_point_updated_constant3" -> "87 sub_tensor_3" [style=solid, label="(72, 1, 1, 1)"]; -"87 sub_tensor_3" -> "88 conv2d_5" [style=solid, label="(72, 16, 1, 1)"]; -"88 conv2d_5" -> "91 relu__1" [style=solid, label="(1, 72, 56, 56)"]; -"89 relu__1_scale_0" -> "92 quantize_per_channel_12" [style=solid, label="(72,)"]; -"89 relu__1_scale_0" -> "93 dequantize_per_channel_13" [style=solid, label="(72,)"]; -"90 relu__1_zero_point_0" -> "92 quantize_per_channel_12" [style=solid, label="(72,)"]; -"90 relu__1_zero_point_0" -> "93 dequantize_per_channel_13" [style=solid, label="(72,)"]; -"91 relu__1" -> "92 quantize_per_channel_12" [style=solid, label="(1, 72, 56, 56)"]; -"92 quantize_per_channel_12" -> "93 dequantize_per_channel_13" [style=solid, label="(1, 72, 56, 56)"]; -"93 dequantize_per_channel_13" -> "100 conv2d_6" [style=solid, label="(1, 72, 56, 56)"]; -"94 features_2_block_1_0_weight_bias" -> "100 conv2d_6" [style=solid, label="(72,)"]; -"95 scale_updated_constant4" -> "97 mul_tensor_4" [style=solid, label="(72, 1, 1, 1)"]; -"96 compressed_weight_updated_constant4" -> "97 mul_tensor_4" [style=solid, label="(72, 1, 3, 3)"]; -"97 mul_tensor_4" -> "99 sub_tensor_4" [style=solid, label="(72, 1, 3, 3)"]; -"98 zero_point_updated_constant4" -> "99 sub_tensor_4" [style=solid, label="(72, 1, 1, 1)"]; -"99 sub_tensor_4" -> "100 conv2d_6" [style=solid, label="(72, 1, 3, 3)"]; -"100 conv2d_6" -> "101 relu__2" [style=solid, label="(1, 72, 28, 28)"]; -"101 relu__2" -> "102 quantize_per_tensor_14" [style=solid, label="(1, 72, 28, 28)"]; -"102 quantize_per_tensor_14" -> "103 dequantize_per_tensor_15" [style=solid, label="(1, 72, 28, 28)"]; -"103 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[style=solid, label="(1, 40, 1, 1)"]; +"352 conv2d_34" -> "353 hardsigmoid_5" [style=solid, label="(1, 144, 1, 1)"]; +"353 hardsigmoid_5" -> "354 quantize_per_tensor_84" [style=solid, label="(1, 144, 1, 1)"]; +"354 quantize_per_tensor_84" -> "355 dequantize_per_tensor_85" [style=solid, label="(1, 144, 1, 1)"]; +"355 dequantize_per_tensor_85" -> "356 mul_5" [style=solid, label="(1, 144, 1, 1)"]; +"356 mul_5" -> "357 quantize_per_tensor_86" [style=solid, label="(1, 144, 14, 14)"]; +"357 quantize_per_tensor_86" -> "358 dequantize_per_tensor_87" [style=solid, label="(1, 144, 14, 14)"]; +"358 dequantize_per_tensor_87" -> "365 conv2d_35" [style=solid, label="(1, 144, 14, 14)"]; +"359 features_8_block_3_0_weight_bias" -> "365 conv2d_35" [style=solid, label="(48,)"]; +"360 scale_updated_constant23" -> "362 mul_tensor_23" [style=solid, label="(48, 1, 1, 1)"]; +"361 compressed_weight_updated_constant23" -> "362 mul_tensor_23" [style=solid, label="(48, 144, 1, 1)"]; +"362 mul_tensor_23" -> "364 sub_tensor_23" [style=solid, label="(48, 144, 1, 1)"]; +"363 zero_point_updated_constant23" -> "364 sub_tensor_23" [style=solid, label="(48, 1, 1, 1)"]; +"364 sub_tensor_23" -> "365 conv2d_35" [style=solid, label="(48, 144, 1, 1)"]; +"365 conv2d_35" -> "366 quantize_per_tensor_88" [style=solid, label="(1, 48, 14, 14)"]; +"366 quantize_per_tensor_88" -> "367 dequantize_per_tensor_89" [style=solid, label="(1, 48, 14, 14)"]; +"367 dequantize_per_tensor_89" -> "368 add__3" [style=solid, label="(1, 48, 14, 14)"]; +"368 add__3" -> "369 quantize_per_tensor_90" [style=solid, label="(1, 48, 14, 14)"]; +"369 quantize_per_tensor_90" -> "370 dequantize_per_tensor_91" [style=solid, label="(1, 48, 14, 14)"]; +"370 dequantize_per_tensor_91" -> "377 conv2d_36" [style=solid, label="(1, 48, 14, 14)"]; +"371 features_9_block_0_0_weight_bias" -> "377 conv2d_36" [style=solid, label="(288,)"]; +"372 scale_updated_constant24" -> "374 mul_tensor_24" [style=solid, label="(288, 1, 1, 1)"]; +"373 compressed_weight_updated_constant24" -> "374 mul_tensor_24" [style=solid, label="(288, 48, 1, 1)"]; +"374 mul_tensor_24" -> "376 sub_tensor_24" [style=solid, label="(288, 48, 1, 1)"]; +"375 zero_point_updated_constant24" -> "376 sub_tensor_24" [style=solid, label="(288, 1, 1, 1)"]; +"376 sub_tensor_24" -> "377 conv2d_36" [style=solid, label="(288, 48, 1, 1)"]; +"377 conv2d_36" -> "380 hardswish__11" [style=solid, label="(1, 288, 14, 14)"]; +"378 hardswish__11_scale_0" -> "381 quantize_per_channel_92" [style=solid, label="(288,)"]; +"378 hardswish__11_scale_0" -> "382 dequantize_per_channel_93" [style=solid, label="(288,)"]; +"379 hardswish__11_zero_point_0" -> "381 quantize_per_channel_92" [style=solid, label="(288,)"]; +"379 hardswish__11_zero_point_0" -> "382 dequantize_per_channel_93" [style=solid, label="(288,)"]; +"380 hardswish__11" -> "381 quantize_per_channel_92" [style=solid, label="(1, 288, 14, 14)"]; +"381 quantize_per_channel_92" -> "382 dequantize_per_channel_93" [style=solid, label="(1, 288, 14, 14)"]; +"382 dequantize_per_channel_93" -> "389 conv2d_37" [style=solid, label="(1, 288, 14, 14)"]; +"383 features_9_block_1_0_weight_bias" -> "389 conv2d_37" [style=solid, label="(288,)"]; +"384 scale_updated_constant25" -> "386 mul_tensor_25" [style=solid, label="(288, 1, 1, 1)"]; +"385 compressed_weight_updated_constant25" -> "386 mul_tensor_25" [style=solid, label="(288, 1, 5, 5)"]; +"386 mul_tensor_25" -> "388 sub_tensor_25" [style=solid, label="(288, 1, 5, 5)"]; +"387 zero_point_updated_constant25" -> "388 sub_tensor_25" [style=solid, label="(288, 1, 1, 1)"]; +"388 sub_tensor_25" -> "389 conv2d_37" [style=solid, label="(288, 1, 5, 5)"]; +"389 conv2d_37" -> "390 hardswish__12" [style=solid, label="(1, 288, 7, 7)"]; +"390 hardswish__12" -> "391 quantize_per_tensor_94" [style=solid, label="(1, 288, 7, 7)"]; +"391 quantize_per_tensor_94" -> "392 dequantize_per_tensor_95" [style=solid, label="(1, 288, 7, 7)"]; +"391 quantize_per_tensor_94" -> "393 dequantize_per_tensor_96" [style=solid, label="(1, 288, 7, 7)"]; +"392 dequantize_per_tensor_95" -> "401 mul_6" [style=solid, label="(1, 288, 7, 7)"]; +"393 dequantize_per_tensor_96" -> "394 adaptive_avg_pool2d_6" [style=solid, label="(1, 288, 7, 7)"]; +"394 adaptive_avg_pool2d_6" -> "395 conv2d_38" [style=solid, label="(1, 288, 1, 1)"]; +"395 conv2d_38" -> "396 relu_6" [style=solid, label="(1, 72, 1, 1)"]; +"396 relu_6" -> "397 conv2d_39" [style=solid, label="(1, 72, 1, 1)"]; +"397 conv2d_39" -> "398 hardsigmoid_6" [style=solid, label="(1, 288, 1, 1)"]; +"398 hardsigmoid_6" -> "399 quantize_per_tensor_97" [style=solid, label="(1, 288, 1, 1)"]; +"399 quantize_per_tensor_97" -> "400 dequantize_per_tensor_98" [style=solid, label="(1, 288, 1, 1)"]; +"400 dequantize_per_tensor_98" -> "401 mul_6" [style=solid, label="(1, 288, 1, 1)"]; +"401 mul_6" -> "402 quantize_per_tensor_99" [style=solid, label="(1, 288, 7, 7)"]; +"402 quantize_per_tensor_99" -> "403 dequantize_per_tensor_100" [style=solid, label="(1, 288, 7, 7)"]; +"403 dequantize_per_tensor_100" -> "410 conv2d_40" [style=solid, label="(1, 288, 7, 7)"]; +"404 features_9_block_3_0_weight_bias" -> "410 conv2d_40" [style=solid, label="(96,)"]; +"405 scale_updated_constant26" -> "407 mul_tensor_26" [style=solid, label="(96, 1, 1, 1)"]; +"406 compressed_weight_updated_constant26" -> "407 mul_tensor_26" [style=solid, label="(96, 288, 1, 1)"]; +"407 mul_tensor_26" -> "409 sub_tensor_26" [style=solid, label="(96, 288, 1, 1)"]; +"408 zero_point_updated_constant26" -> "409 sub_tensor_26" [style=solid, label="(96, 1, 1, 1)"]; +"409 sub_tensor_26" -> "410 conv2d_40" [style=solid, label="(96, 288, 1, 1)"]; +"410 conv2d_40" -> "411 quantize_per_tensor_101" [style=solid, label="(1, 96, 7, 7)"]; +"411 quantize_per_tensor_101" -> "412 dequantize_per_tensor_102" [style=solid, label="(1, 96, 7, 7)"]; +"411 quantize_per_tensor_101" -> "413 dequantize_per_tensor_103" [style=solid, label="(1, 96, 7, 7)"]; +"412 dequantize_per_tensor_102" -> "420 conv2d_41" [style=solid, label="(1, 96, 7, 7)"]; +"413 dequantize_per_tensor_103" -> "456 add__4" [style=solid, label="(1, 96, 7, 7)"]; +"414 features_10_block_0_0_weight_bias" -> "420 conv2d_41" [style=solid, label="(576,)"]; +"415 scale_updated_constant27" -> "417 mul_tensor_27" [style=solid, label="(576, 1, 1, 1)"]; +"416 compressed_weight_updated_constant27" -> "417 mul_tensor_27" [style=solid, label="(576, 96, 1, 1)"]; +"417 mul_tensor_27" -> "419 sub_tensor_27" [style=solid, label="(576, 96, 1, 1)"]; +"418 zero_point_updated_constant27" -> "419 sub_tensor_27" [style=solid, label="(576, 1, 1, 1)"]; +"419 sub_tensor_27" -> "420 conv2d_41" [style=solid, label="(576, 96, 1, 1)"]; +"420 conv2d_41" -> "423 hardswish__13" [style=solid, label="(1, 576, 7, 7)"]; +"421 hardswish__13_scale_0" -> "424 quantize_per_channel_104" [style=solid, label="(576,)"]; +"421 hardswish__13_scale_0" -> "425 dequantize_per_channel_105" [style=solid, label="(576,)"]; +"422 hardswish__13_zero_point_0" -> "424 quantize_per_channel_104" [style=solid, label="(576,)"]; +"422 hardswish__13_zero_point_0" -> "425 dequantize_per_channel_105" [style=solid, label="(576,)"]; +"423 hardswish__13" -> "424 quantize_per_channel_104" [style=solid, label="(1, 576, 7, 7)"]; +"424 quantize_per_channel_104" -> "425 dequantize_per_channel_105" [style=solid, label="(1, 576, 7, 7)"]; +"425 dequantize_per_channel_105" -> "432 conv2d_42" [style=solid, label="(1, 576, 7, 7)"]; +"426 features_10_block_1_0_weight_bias" -> "432 conv2d_42" [style=solid, label="(576,)"]; +"427 scale_updated_constant28" -> "429 mul_tensor_28" [style=solid, label="(576, 1, 1, 1)"]; +"428 compressed_weight_updated_constant28" -> "429 mul_tensor_28" [style=solid, label="(576, 1, 5, 5)"]; +"429 mul_tensor_28" -> "431 sub_tensor_28" [style=solid, label="(576, 1, 5, 5)"]; +"430 zero_point_updated_constant28" -> "431 sub_tensor_28" [style=solid, label="(576, 1, 1, 1)"]; +"431 sub_tensor_28" -> "432 conv2d_42" [style=solid, label="(576, 1, 5, 5)"]; +"432 conv2d_42" -> "433 hardswish__14" [style=solid, label="(1, 576, 7, 7)"]; +"433 hardswish__14" -> "434 quantize_per_tensor_106" [style=solid, label="(1, 576, 7, 7)"]; +"434 quantize_per_tensor_106" -> "435 dequantize_per_tensor_107" [style=solid, label="(1, 576, 7, 7)"]; +"434 quantize_per_tensor_106" -> "436 dequantize_per_tensor_108" [style=solid, label="(1, 576, 7, 7)"]; +"435 dequantize_per_tensor_107" -> "444 mul_7" [style=solid, label="(1, 576, 7, 7)"]; +"436 dequantize_per_tensor_108" -> "437 adaptive_avg_pool2d_7" [style=solid, label="(1, 576, 7, 7)"]; +"437 adaptive_avg_pool2d_7" -> "438 conv2d_43" [style=solid, label="(1, 576, 1, 1)"]; +"438 conv2d_43" -> "439 relu_7" [style=solid, label="(1, 144, 1, 1)"]; +"439 relu_7" -> "440 conv2d_44" [style=solid, label="(1, 144, 1, 1)"]; +"440 conv2d_44" -> "441 hardsigmoid_7" [style=solid, label="(1, 576, 1, 1)"]; +"441 hardsigmoid_7" -> "442 quantize_per_tensor_109" [style=solid, label="(1, 576, 1, 1)"]; +"442 quantize_per_tensor_109" -> "443 dequantize_per_tensor_110" [style=solid, label="(1, 576, 1, 1)"]; +"443 dequantize_per_tensor_110" -> "444 mul_7" [style=solid, label="(1, 576, 1, 1)"]; +"444 mul_7" -> "445 quantize_per_tensor_111" [style=solid, label="(1, 576, 7, 7)"]; +"445 quantize_per_tensor_111" -> "446 dequantize_per_tensor_112" [style=solid, label="(1, 576, 7, 7)"]; +"446 dequantize_per_tensor_112" -> "453 conv2d_45" [style=solid, label="(1, 576, 7, 7)"]; +"447 features_10_block_3_0_weight_bias" -> "453 conv2d_45" [style=solid, label="(96,)"]; +"448 scale_updated_constant29" -> "450 mul_tensor_29" [style=solid, label="(96, 1, 1, 1)"]; +"449 compressed_weight_updated_constant29" -> "450 mul_tensor_29" [style=solid, label="(96, 576, 1, 1)"]; +"450 mul_tensor_29" -> "452 sub_tensor_29" [style=solid, label="(96, 576, 1, 1)"]; +"451 zero_point_updated_constant29" -> "452 sub_tensor_29" [style=solid, label="(96, 1, 1, 1)"]; +"452 sub_tensor_29" -> "453 conv2d_45" [style=solid, label="(96, 576, 1, 1)"]; +"453 conv2d_45" -> "454 quantize_per_tensor_113" [style=solid, label="(1, 96, 7, 7)"]; +"454 quantize_per_tensor_113" -> "455 dequantize_per_tensor_114" [style=solid, label="(1, 96, 7, 7)"]; +"455 dequantize_per_tensor_114" -> "456 add__4" [style=solid, label="(1, 96, 7, 7)"]; +"456 add__4" -> "457 quantize_per_tensor_115" [style=solid, label="(1, 96, 7, 7)"]; +"457 quantize_per_tensor_115" -> "458 dequantize_per_tensor_116" [style=solid, label="(1, 96, 7, 7)"]; +"457 quantize_per_tensor_115" -> "459 dequantize_per_tensor_117" [style=solid, label="(1, 96, 7, 7)"]; +"458 dequantize_per_tensor_116" -> "466 conv2d_46" [style=solid, label="(1, 96, 7, 7)"]; +"459 dequantize_per_tensor_117" -> "502 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"460 features_11_block_0_0_weight_bias" -> "466 conv2d_46" [style=solid, label="(576,)"]; +"461 scale_updated_constant30" -> "463 mul_tensor_30" [style=solid, label="(576, 1, 1, 1)"]; +"462 compressed_weight_updated_constant30" -> "463 mul_tensor_30" [style=solid, label="(576, 96, 1, 1)"]; +"463 mul_tensor_30" -> "465 sub_tensor_30" [style=solid, label="(576, 96, 1, 1)"]; +"464 zero_point_updated_constant30" -> "465 sub_tensor_30" [style=solid, label="(576, 1, 1, 1)"]; +"465 sub_tensor_30" -> "466 conv2d_46" [style=solid, label="(576, 96, 1, 1)"]; +"466 conv2d_46" -> "469 hardswish__15" [style=solid, label="(1, 576, 7, 7)"]; +"467 hardswish__15_scale_0" -> "470 quantize_per_channel_118" [style=solid, label="(576,)"]; +"467 hardswish__15_scale_0" -> "471 dequantize_per_channel_119" [style=solid, label="(576,)"]; +"468 hardswish__15_zero_point_0" -> "470 quantize_per_channel_118" [style=solid, label="(576,)"]; +"468 hardswish__15_zero_point_0" -> "471 dequantize_per_channel_119" [style=solid, label="(576,)"]; +"469 hardswish__15" -> "470 quantize_per_channel_118" [style=solid, label="(1, 576, 7, 7)"]; +"470 quantize_per_channel_118" -> "471 dequantize_per_channel_119" [style=solid, label="(1, 576, 7, 7)"]; +"471 dequantize_per_channel_119" -> "478 conv2d_47" [style=solid, label="(1, 576, 7, 7)"]; +"472 features_11_block_1_0_weight_bias" -> "478 conv2d_47" [style=solid, label="(576,)"]; +"473 scale_updated_constant31" -> "475 mul_tensor_31" [style=solid, label="(576, 1, 1, 1)"]; +"474 compressed_weight_updated_constant31" -> "475 mul_tensor_31" [style=solid, label="(576, 1, 5, 5)"]; +"475 mul_tensor_31" -> "477 sub_tensor_31" [style=solid, label="(576, 1, 5, 5)"]; +"476 zero_point_updated_constant31" -> "477 sub_tensor_31" [style=solid, label="(576, 1, 1, 1)"]; +"477 sub_tensor_31" -> "478 conv2d_47" [style=solid, label="(576, 1, 5, 5)"]; +"478 conv2d_47" -> "479 hardswish__16" [style=solid, label="(1, 576, 7, 7)"]; +"479 hardswish__16" -> "480 quantize_per_tensor_120" [style=solid, label="(1, 576, 7, 7)"]; +"480 quantize_per_tensor_120" -> "481 dequantize_per_tensor_121" [style=solid, label="(1, 576, 7, 7)"]; +"480 quantize_per_tensor_120" -> "482 dequantize_per_tensor_122" [style=solid, label="(1, 576, 7, 7)"]; +"481 dequantize_per_tensor_121" -> "490 mul_8" [style=solid, label="(1, 576, 7, 7)"]; +"482 dequantize_per_tensor_122" -> "483 adaptive_avg_pool2d_8" [style=solid, label="(1, 576, 7, 7)"]; +"483 adaptive_avg_pool2d_8" -> "484 conv2d_48" [style=solid, label="(1, 576, 1, 1)"]; +"484 conv2d_48" -> "485 relu_8" [style=solid, label="(1, 144, 1, 1)"]; +"485 relu_8" -> "486 conv2d_49" [style=solid, label="(1, 144, 1, 1)"]; +"486 conv2d_49" -> "487 hardsigmoid_8" [style=solid, label="(1, 576, 1, 1)"]; +"487 hardsigmoid_8" -> "488 quantize_per_tensor_123" [style=solid, label="(1, 576, 1, 1)"]; +"488 quantize_per_tensor_123" -> "489 dequantize_per_tensor_124" [style=solid, label="(1, 576, 1, 1)"]; +"489 dequantize_per_tensor_124" -> "490 mul_8" [style=solid, label="(1, 576, 1, 1)"]; +"490 mul_8" -> "491 quantize_per_tensor_125" [style=solid, label="(1, 576, 7, 7)"]; +"491 quantize_per_tensor_125" -> "492 dequantize_per_tensor_126" [style=solid, label="(1, 576, 7, 7)"]; +"492 dequantize_per_tensor_126" -> "499 conv2d_50" [style=solid, label="(1, 576, 7, 7)"]; +"493 features_11_block_3_0_weight_bias" -> "499 conv2d_50" [style=solid, label="(96,)"]; +"494 scale_updated_constant32" -> "496 mul_tensor_32" [style=solid, label="(96, 1, 1, 1)"]; +"495 compressed_weight_updated_constant32" -> "496 mul_tensor_32" [style=solid, label="(96, 576, 1, 1)"]; +"496 mul_tensor_32" -> "498 sub_tensor_32" [style=solid, label="(96, 576, 1, 1)"]; +"497 zero_point_updated_constant32" -> "498 sub_tensor_32" [style=solid, label="(96, 1, 1, 1)"]; +"498 sub_tensor_32" -> "499 conv2d_50" [style=solid, label="(96, 576, 1, 1)"]; +"499 conv2d_50" -> "500 quantize_per_tensor_127" [style=solid, label="(1, 96, 7, 7)"]; +"500 quantize_per_tensor_127" -> "501 dequantize_per_tensor_128" [style=solid, label="(1, 96, 7, 7)"]; +"501 dequantize_per_tensor_128" -> "502 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"502 add__5" -> "503 quantize_per_tensor_129" [style=solid, label="(1, 96, 7, 7)"]; +"503 quantize_per_tensor_129" -> "504 dequantize_per_tensor_130" [style=solid, label="(1, 96, 7, 7)"]; +"504 dequantize_per_tensor_130" -> "511 conv2d_51" [style=solid, label="(1, 96, 7, 7)"]; +"505 features_12_0_weight_bias" -> "511 conv2d_51" [style=solid, label="(576,)"]; +"506 scale_updated_constant33" -> "508 mul_tensor_33" [style=solid, label="(576, 1, 1, 1)"]; +"507 compressed_weight_updated_constant33" -> "508 mul_tensor_33" [style=solid, label="(576, 96, 1, 1)"]; +"508 mul_tensor_33" -> "510 sub_tensor_33" [style=solid, label="(576, 96, 1, 1)"]; +"509 zero_point_updated_constant33" -> "510 sub_tensor_33" [style=solid, label="(576, 1, 1, 1)"]; +"510 sub_tensor_33" -> "511 conv2d_51" [style=solid, label="(576, 96, 1, 1)"]; +"511 conv2d_51" -> "512 hardswish__17" [style=solid, label="(1, 576, 7, 7)"]; +"512 hardswish__17" -> "513 quantize_per_tensor_131" [style=solid, label="(1, 576, 7, 7)"]; +"513 quantize_per_tensor_131" -> "514 dequantize_per_tensor_132" [style=solid, label="(1, 576, 7, 7)"]; +"514 dequantize_per_tensor_132" -> "515 adaptive_avg_pool2d_9" [style=solid, label="(1, 576, 7, 7)"]; +"515 adaptive_avg_pool2d_9" -> "516 quantize_per_tensor_133" [style=solid, label="(1, 576, 1, 1)"]; +"516 quantize_per_tensor_133" -> "517 dequantize_per_tensor_134" [style=solid, label="(1, 576, 1, 1)"]; +"517 dequantize_per_tensor_134" -> "518 flatten" [style=solid, label="(1, 576, 1, 1)"]; +"518 flatten" -> "524 linear" [style=solid, label="(1, 576)"]; +"519 scale_updated_constant34" -> "521 mul_tensor_34" [style=solid, label="(1024, 1)"]; +"520 compressed_weight_updated_constant34" -> "521 mul_tensor_34" [style=solid, label="(1024, 576)"]; +"521 mul_tensor_34" -> "523 sub_tensor_34" [style=solid, label="(1024, 576)"]; +"522 zero_point_updated_constant34" -> "523 sub_tensor_34" [style=solid, label="(1024, 1)"]; +"523 sub_tensor_34" -> "524 linear" [style=solid, label="(1024, 576)"]; +"524 linear" -> "525 hardswish__18" [style=solid, label="(1, 1024)"]; +"525 hardswish__18" -> "526 quantize_per_tensor_135" [style=solid, label="(1, 1024)"]; +"526 quantize_per_tensor_135" -> "527 dequantize_per_tensor_136" [style=solid, label="(1, 1024)"]; +"527 dequantize_per_tensor_136" -> "528 dropout_" [style=solid, label="(1, 1024)"]; +"528 dropout_" -> "534 linear_1" [style=solid, label="(1, 1024)"]; +"529 scale_updated_constant35" -> "531 mul_tensor_35" [style=solid, label="(1000, 1)"]; +"530 compressed_weight_updated_constant35" -> "531 mul_tensor_35" [style=solid, label="(1000, 1024)"]; +"531 mul_tensor_35" -> "533 sub_tensor_35" [style=solid, label="(1000, 1024)"]; +"532 zero_point_updated_constant35" -> "533 sub_tensor_35" [style=solid, label="(1000, 1)"]; +"533 sub_tensor_35" -> "534 linear_1" [style=solid, label="(1000, 1024)"]; +"534 linear_1" -> "535 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/OpenVINOQuantizer/resnet18.dot b/tests/torch2/data/fx/OpenVINOQuantizer/resnet18.dot index ddc983742c4..cc4c2bcac1b 100644 --- a/tests/torch2/data/fx/OpenVINOQuantizer/resnet18.dot +++ b/tests/torch2/data/fx/OpenVINOQuantizer/resnet18.dot @@ -37,206 +37,213 @@ strict digraph { "35 relu__2" [id=35, type="relu_"]; "36 quantize_per_tensor_8" [id=36, type="quantize_per_tensor"]; "37 dequantize_per_tensor_9" [id=37, type="dequantize_per_tensor"]; -"38 layer1_1_conv1_weight_bias" [id=38, type="get_attr"]; -"39 scale_updated_constant3" [id=39, type="get_attr"]; -"40 compressed_weight_updated_constant3" [id=40, type="get_attr"]; -"41 mul_tensor_3" [id=41, type=mul]; -"42 zero_point_updated_constant3" [id=42, type="get_attr"]; -"43 sub_tensor_3" [id=43, type=sub]; -"44 conv2d_3" [id=44, type=conv2d]; -"45 relu__3" [id=45, type="relu_"]; -"46 quantize_per_tensor_10" [id=46, type="quantize_per_tensor"]; -"47 dequantize_per_tensor_11" [id=47, type="dequantize_per_tensor"]; -"48 layer1_1_conv2_weight_bias" [id=48, type="get_attr"]; -"49 scale_updated_constant4" [id=49, type="get_attr"]; -"50 compressed_weight_updated_constant4" [id=50, type="get_attr"]; -"51 mul_tensor_4" [id=51, type=mul]; -"52 zero_point_updated_constant4" [id=52, type="get_attr"]; -"53 sub_tensor_4" [id=53, type=sub]; -"54 conv2d_4" [id=54, type=conv2d]; -"55 quantize_per_tensor_12" [id=55, type="quantize_per_tensor"]; -"56 dequantize_per_tensor_13" [id=56, type="dequantize_per_tensor"]; -"57 add__1" [id=57, type="add_"]; -"58 relu__4" [id=58, type="relu_"]; -"59 quantize_per_tensor_14" [id=59, type="quantize_per_tensor"]; -"60 dequantize_per_tensor_15" [id=60, type="dequantize_per_tensor"]; -"61 layer2_0_conv1_weight_bias" [id=61, type="get_attr"]; -"62 scale_updated_constant5" [id=62, type="get_attr"]; -"63 compressed_weight_updated_constant5" [id=63, type="get_attr"]; -"64 mul_tensor_5" [id=64, type=mul]; -"65 zero_point_updated_constant5" [id=65, type="get_attr"]; -"66 sub_tensor_5" [id=66, type=sub]; -"67 conv2d_5" [id=67, type=conv2d]; -"68 relu__5" [id=68, type="relu_"]; -"69 quantize_per_tensor_16" [id=69, type="quantize_per_tensor"]; -"70 dequantize_per_tensor_17" [id=70, type="dequantize_per_tensor"]; -"71 layer2_0_conv2_weight_bias" [id=71, type="get_attr"]; -"72 scale_updated_constant6" [id=72, type="get_attr"]; -"73 compressed_weight_updated_constant6" [id=73, type="get_attr"]; -"74 mul_tensor_6" [id=74, type=mul]; -"75 zero_point_updated_constant6" [id=75, type="get_attr"]; -"76 sub_tensor_6" [id=76, type=sub]; -"77 conv2d_6" [id=77, type=conv2d]; -"78 quantize_per_tensor_18" [id=78, type="quantize_per_tensor"]; -"79 dequantize_per_tensor_19" [id=79, type="dequantize_per_tensor"]; -"80 layer2_0_downsample_0_weight_bias" [id=80, type="get_attr"]; -"81 scale_updated_constant7" [id=81, type="get_attr"]; -"82 compressed_weight_updated_constant7" [id=82, type="get_attr"]; -"83 mul_tensor_7" [id=83, type=mul]; -"84 zero_point_updated_constant7" [id=84, type="get_attr"]; -"85 sub_tensor_7" [id=85, type=sub]; -"86 conv2d_7" [id=86, type=conv2d]; -"87 quantize_per_tensor_20" [id=87, type="quantize_per_tensor"]; -"88 dequantize_per_tensor_21" [id=88, type="dequantize_per_tensor"]; -"89 add__2" [id=89, type="add_"]; -"90 relu__6" [id=90, type="relu_"]; -"91 quantize_per_tensor_22" [id=91, type="quantize_per_tensor"]; -"92 dequantize_per_tensor_23" [id=92, type="dequantize_per_tensor"]; -"93 layer2_1_conv1_weight_bias" [id=93, type="get_attr"]; -"94 scale_updated_constant8" [id=94, type="get_attr"]; -"95 compressed_weight_updated_constant8" [id=95, type="get_attr"]; -"96 mul_tensor_8" [id=96, type=mul]; -"97 zero_point_updated_constant8" [id=97, type="get_attr"]; -"98 sub_tensor_8" [id=98, type=sub]; -"99 conv2d_8" [id=99, type=conv2d]; -"100 relu__7" [id=100, type="relu_"]; -"101 quantize_per_tensor_24" [id=101, type="quantize_per_tensor"]; -"102 dequantize_per_tensor_25" [id=102, type="dequantize_per_tensor"]; -"103 layer2_1_conv2_weight_bias" [id=103, type="get_attr"]; -"104 scale_updated_constant9" [id=104, type="get_attr"]; -"105 compressed_weight_updated_constant9" [id=105, type="get_attr"]; -"106 mul_tensor_9" [id=106, type=mul]; -"107 zero_point_updated_constant9" [id=107, type="get_attr"]; -"108 sub_tensor_9" [id=108, type=sub]; -"109 conv2d_9" [id=109, type=conv2d]; -"110 quantize_per_tensor_26" [id=110, type="quantize_per_tensor"]; -"111 dequantize_per_tensor_27" [id=111, type="dequantize_per_tensor"]; -"112 add__3" [id=112, type="add_"]; -"113 relu__8" [id=113, type="relu_"]; -"114 quantize_per_tensor_28" [id=114, type="quantize_per_tensor"]; -"115 dequantize_per_tensor_29" [id=115, type="dequantize_per_tensor"]; -"116 layer3_0_conv1_weight_bias" [id=116, type="get_attr"]; -"117 scale_updated_constant10" [id=117, type="get_attr"]; -"118 compressed_weight_updated_constant10" [id=118, type="get_attr"]; -"119 mul_tensor_10" [id=119, type=mul]; -"120 zero_point_updated_constant10" [id=120, type="get_attr"]; -"121 sub_tensor_10" [id=121, type=sub]; -"122 conv2d_10" [id=122, type=conv2d]; -"123 relu__9" [id=123, type="relu_"]; -"124 quantize_per_tensor_30" [id=124, type="quantize_per_tensor"]; -"125 dequantize_per_tensor_31" [id=125, type="dequantize_per_tensor"]; -"126 layer3_0_conv2_weight_bias" [id=126, type="get_attr"]; -"127 scale_updated_constant11" [id=127, type="get_attr"]; -"128 compressed_weight_updated_constant11" [id=128, type="get_attr"]; -"129 mul_tensor_11" [id=129, type=mul]; -"130 zero_point_updated_constant11" [id=130, type="get_attr"]; -"131 sub_tensor_11" [id=131, type=sub]; -"132 conv2d_11" [id=132, type=conv2d]; -"133 quantize_per_tensor_32" [id=133, type="quantize_per_tensor"]; -"134 dequantize_per_tensor_33" [id=134, type="dequantize_per_tensor"]; -"135 layer3_0_downsample_0_weight_bias" [id=135, type="get_attr"]; -"136 scale_updated_constant12" [id=136, type="get_attr"]; -"137 compressed_weight_updated_constant12" [id=137, type="get_attr"]; -"138 mul_tensor_12" [id=138, type=mul]; -"139 zero_point_updated_constant12" [id=139, type="get_attr"]; -"140 sub_tensor_12" [id=140, type=sub]; -"141 conv2d_12" [id=141, type=conv2d]; -"142 quantize_per_tensor_34" [id=142, type="quantize_per_tensor"]; -"143 dequantize_per_tensor_35" [id=143, type="dequantize_per_tensor"]; -"144 add__4" [id=144, type="add_"]; -"145 relu__10" [id=145, type="relu_"]; -"146 quantize_per_tensor_36" [id=146, type="quantize_per_tensor"]; -"147 dequantize_per_tensor_37" [id=147, type="dequantize_per_tensor"]; -"148 layer3_1_conv1_weight_bias" [id=148, type="get_attr"]; -"149 scale_updated_constant13" [id=149, type="get_attr"]; -"150 compressed_weight_updated_constant13" [id=150, type="get_attr"]; -"151 mul_tensor_13" [id=151, type=mul]; -"152 zero_point_updated_constant13" [id=152, type="get_attr"]; -"153 sub_tensor_13" [id=153, type=sub]; -"154 conv2d_13" [id=154, type=conv2d]; -"155 relu__11" [id=155, type="relu_"]; -"156 quantize_per_tensor_38" [id=156, type="quantize_per_tensor"]; -"157 dequantize_per_tensor_39" [id=157, type="dequantize_per_tensor"]; -"158 layer3_1_conv2_weight_bias" [id=158, type="get_attr"]; -"159 scale_updated_constant14" [id=159, type="get_attr"]; -"160 compressed_weight_updated_constant14" [id=160, type="get_attr"]; -"161 mul_tensor_14" [id=161, type=mul]; -"162 zero_point_updated_constant14" [id=162, type="get_attr"]; -"163 sub_tensor_14" [id=163, type=sub]; -"164 conv2d_14" [id=164, type=conv2d]; -"165 quantize_per_tensor_40" [id=165, type="quantize_per_tensor"]; -"166 dequantize_per_tensor_41" [id=166, type="dequantize_per_tensor"]; -"167 add__5" [id=167, type="add_"]; -"168 relu__12" [id=168, type="relu_"]; -"169 quantize_per_tensor_42" [id=169, type="quantize_per_tensor"]; -"170 dequantize_per_tensor_43" [id=170, type="dequantize_per_tensor"]; -"171 layer4_0_conv1_weight_bias" [id=171, type="get_attr"]; -"172 scale_updated_constant15" [id=172, type="get_attr"]; -"173 compressed_weight_updated_constant15" [id=173, type="get_attr"]; -"174 mul_tensor_15" [id=174, type=mul]; -"175 zero_point_updated_constant15" [id=175, type="get_attr"]; -"176 sub_tensor_15" [id=176, type=sub]; -"177 conv2d_15" [id=177, type=conv2d]; -"178 relu__13" [id=178, type="relu_"]; -"179 quantize_per_tensor_44" [id=179, type="quantize_per_tensor"]; -"180 dequantize_per_tensor_45" [id=180, type="dequantize_per_tensor"]; -"181 layer4_0_conv2_weight_bias" [id=181, type="get_attr"]; -"182 scale_updated_constant16" [id=182, type="get_attr"]; -"183 compressed_weight_updated_constant16" [id=183, type="get_attr"]; -"184 mul_tensor_16" [id=184, type=mul]; -"185 zero_point_updated_constant16" [id=185, type="get_attr"]; -"186 sub_tensor_16" [id=186, type=sub]; -"187 conv2d_16" [id=187, type=conv2d]; -"188 quantize_per_tensor_46" [id=188, type="quantize_per_tensor"]; -"189 dequantize_per_tensor_47" [id=189, type="dequantize_per_tensor"]; -"190 layer4_0_downsample_0_weight_bias" [id=190, type="get_attr"]; -"191 scale_updated_constant17" [id=191, type="get_attr"]; -"192 compressed_weight_updated_constant17" [id=192, type="get_attr"]; -"193 mul_tensor_17" [id=193, type=mul]; -"194 zero_point_updated_constant17" [id=194, type="get_attr"]; -"195 sub_tensor_17" [id=195, type=sub]; -"196 conv2d_17" [id=196, type=conv2d]; -"197 quantize_per_tensor_48" [id=197, type="quantize_per_tensor"]; -"198 dequantize_per_tensor_49" [id=198, type="dequantize_per_tensor"]; -"199 add__6" [id=199, type="add_"]; -"200 relu__14" [id=200, type="relu_"]; -"201 quantize_per_tensor_50" [id=201, type="quantize_per_tensor"]; -"202 dequantize_per_tensor_51" [id=202, type="dequantize_per_tensor"]; -"203 layer4_1_conv1_weight_bias" [id=203, type="get_attr"]; -"204 scale_updated_constant18" [id=204, type="get_attr"]; -"205 compressed_weight_updated_constant18" [id=205, type="get_attr"]; -"206 mul_tensor_18" [id=206, type=mul]; -"207 zero_point_updated_constant18" [id=207, type="get_attr"]; -"208 sub_tensor_18" [id=208, type=sub]; -"209 conv2d_18" [id=209, type=conv2d]; -"210 relu__15" [id=210, type="relu_"]; -"211 quantize_per_tensor_52" [id=211, type="quantize_per_tensor"]; -"212 dequantize_per_tensor_53" [id=212, type="dequantize_per_tensor"]; -"213 layer4_1_conv2_weight_bias" [id=213, type="get_attr"]; -"214 scale_updated_constant19" [id=214, type="get_attr"]; -"215 compressed_weight_updated_constant19" [id=215, type="get_attr"]; -"216 mul_tensor_19" [id=216, type=mul]; -"217 zero_point_updated_constant19" [id=217, type="get_attr"]; -"218 sub_tensor_19" [id=218, type=sub]; -"219 conv2d_19" [id=219, type=conv2d]; -"220 quantize_per_tensor_54" [id=220, type="quantize_per_tensor"]; -"221 dequantize_per_tensor_55" [id=221, type="dequantize_per_tensor"]; -"222 add__7" [id=222, type="add_"]; -"223 relu__16" [id=223, type="relu_"]; -"224 quantize_per_tensor_56" [id=224, type="quantize_per_tensor"]; -"225 dequantize_per_tensor_57" [id=225, type="dequantize_per_tensor"]; -"226 adaptive_avg_pool2d" [id=226, type="adaptive_avg_pool2d"]; -"227 quantize_per_tensor_58" [id=227, type="quantize_per_tensor"]; -"228 dequantize_per_tensor_59" [id=228, type="dequantize_per_tensor"]; -"229 flatten" [id=229, type=flatten]; -"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 linear" [id=235, type=linear]; -"236 output" [id=236, type=output]; -"0 fc_bias" -> "235 linear" [style=solid, label="(1000,)"]; +"38 dequantize_per_tensor_10" [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_11" [id=47, type="quantize_per_tensor"]; +"48 dequantize_per_tensor_12" [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_13" [id=56, type="quantize_per_tensor"]; +"57 dequantize_per_tensor_14" [id=57, type="dequantize_per_tensor"]; +"58 add__1" [id=58, type="add_"]; +"59 relu__4" [id=59, type="relu_"]; +"60 quantize_per_tensor_15" [id=60, type="quantize_per_tensor"]; +"61 dequantize_per_tensor_16" [id=61, type="dequantize_per_tensor"]; +"62 dequantize_per_tensor_17" [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_18" [id=71, type="quantize_per_tensor"]; +"72 dequantize_per_tensor_19" [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_20" [id=80, type="quantize_per_tensor"]; +"81 dequantize_per_tensor_21" [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_22" [id=89, type="quantize_per_tensor"]; +"90 dequantize_per_tensor_23" [id=90, type="dequantize_per_tensor"]; +"91 add__2" [id=91, type="add_"]; +"92 relu__6" [id=92, type="relu_"]; +"93 quantize_per_tensor_24" [id=93, type="quantize_per_tensor"]; +"94 dequantize_per_tensor_25" [id=94, type="dequantize_per_tensor"]; +"95 dequantize_per_tensor_26" [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_27" [id=104, type="quantize_per_tensor"]; +"105 dequantize_per_tensor_28" [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_29" [id=113, type="quantize_per_tensor"]; +"114 dequantize_per_tensor_30" [id=114, type="dequantize_per_tensor"]; +"115 add__3" [id=115, type="add_"]; +"116 relu__8" [id=116, type="relu_"]; +"117 quantize_per_tensor_31" [id=117, type="quantize_per_tensor"]; +"118 dequantize_per_tensor_32" [id=118, type="dequantize_per_tensor"]; +"119 dequantize_per_tensor_33" [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_34" [id=128, type="quantize_per_tensor"]; +"129 dequantize_per_tensor_35" [id=129, type="dequantize_per_tensor"]; +"130 layer3_0_conv2_weight_bias" [id=130, type="get_attr"]; +"131 scale_updated_constant11" [id=131, type="get_attr"]; +"132 compressed_weight_updated_constant11" [id=132, type="get_attr"]; +"133 mul_tensor_11" [id=133, type=mul]; +"134 zero_point_updated_constant11" [id=134, type="get_attr"]; +"135 sub_tensor_11" [id=135, type=sub]; +"136 conv2d_11" [id=136, type=conv2d]; +"137 quantize_per_tensor_36" [id=137, type="quantize_per_tensor"]; +"138 dequantize_per_tensor_37" [id=138, type="dequantize_per_tensor"]; +"139 layer3_0_downsample_0_weight_bias" [id=139, type="get_attr"]; +"140 scale_updated_constant12" [id=140, type="get_attr"]; +"141 compressed_weight_updated_constant12" [id=141, type="get_attr"]; +"142 mul_tensor_12" [id=142, type=mul]; +"143 zero_point_updated_constant12" [id=143, type="get_attr"]; +"144 sub_tensor_12" [id=144, type=sub]; +"145 conv2d_12" [id=145, type=conv2d]; +"146 quantize_per_tensor_38" [id=146, type="quantize_per_tensor"]; +"147 dequantize_per_tensor_39" [id=147, type="dequantize_per_tensor"]; +"148 add__4" [id=148, type="add_"]; +"149 relu__10" [id=149, type="relu_"]; +"150 quantize_per_tensor_40" [id=150, type="quantize_per_tensor"]; +"151 dequantize_per_tensor_41" [id=151, type="dequantize_per_tensor"]; +"152 dequantize_per_tensor_42" [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_43" [id=161, type="quantize_per_tensor"]; +"162 dequantize_per_tensor_44" [id=162, type="dequantize_per_tensor"]; +"163 layer3_1_conv2_weight_bias" [id=163, type="get_attr"]; +"164 scale_updated_constant14" [id=164, type="get_attr"]; +"165 compressed_weight_updated_constant14" [id=165, type="get_attr"]; +"166 mul_tensor_14" [id=166, type=mul]; +"167 zero_point_updated_constant14" [id=167, type="get_attr"]; +"168 sub_tensor_14" [id=168, type=sub]; +"169 conv2d_14" [id=169, type=conv2d]; +"170 quantize_per_tensor_45" [id=170, type="quantize_per_tensor"]; +"171 dequantize_per_tensor_46" [id=171, type="dequantize_per_tensor"]; +"172 add__5" [id=172, type="add_"]; +"173 relu__12" [id=173, type="relu_"]; +"174 quantize_per_tensor_47" [id=174, type="quantize_per_tensor"]; +"175 dequantize_per_tensor_48" [id=175, type="dequantize_per_tensor"]; +"176 dequantize_per_tensor_49" [id=176, type="dequantize_per_tensor"]; +"177 layer4_0_conv1_weight_bias" [id=177, type="get_attr"]; +"178 scale_updated_constant15" [id=178, type="get_attr"]; +"179 compressed_weight_updated_constant15" [id=179, type="get_attr"]; +"180 mul_tensor_15" [id=180, type=mul]; +"181 zero_point_updated_constant15" [id=181, type="get_attr"]; +"182 sub_tensor_15" [id=182, type=sub]; +"183 conv2d_15" [id=183, type=conv2d]; +"184 relu__13" [id=184, type="relu_"]; +"185 quantize_per_tensor_50" [id=185, type="quantize_per_tensor"]; +"186 dequantize_per_tensor_51" [id=186, type="dequantize_per_tensor"]; +"187 layer4_0_conv2_weight_bias" [id=187, type="get_attr"]; +"188 scale_updated_constant16" [id=188, type="get_attr"]; +"189 compressed_weight_updated_constant16" [id=189, type="get_attr"]; +"190 mul_tensor_16" [id=190, type=mul]; +"191 zero_point_updated_constant16" [id=191, type="get_attr"]; +"192 sub_tensor_16" [id=192, type=sub]; +"193 conv2d_16" [id=193, type=conv2d]; +"194 quantize_per_tensor_52" [id=194, type="quantize_per_tensor"]; +"195 dequantize_per_tensor_53" [id=195, type="dequantize_per_tensor"]; +"196 layer4_0_downsample_0_weight_bias" [id=196, type="get_attr"]; +"197 scale_updated_constant17" [id=197, type="get_attr"]; +"198 compressed_weight_updated_constant17" [id=198, type="get_attr"]; +"199 mul_tensor_17" [id=199, type=mul]; +"200 zero_point_updated_constant17" [id=200, type="get_attr"]; +"201 sub_tensor_17" [id=201, type=sub]; +"202 conv2d_17" [id=202, type=conv2d]; +"203 quantize_per_tensor_54" [id=203, type="quantize_per_tensor"]; +"204 dequantize_per_tensor_55" [id=204, type="dequantize_per_tensor"]; 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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" [style=solid, label="(1000,)"]; "1 x" -> "2 quantize_per_tensor_0" [style=solid, label="(1, 3, 224, 224)"]; "2 quantize_per_tensor_0" -> "3 dequantize_per_tensor_1" [style=solid, label="(1, 3, 224, 224)"]; "3 dequantize_per_tensor_1" -> "10 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -274,210 +281,217 @@ strict digraph { "34 add_" -> "35 relu__2" [style=solid, label="(1, 64, 56, 56)"]; "35 relu__2" -> "36 quantize_per_tensor_8" [style=solid, label="(1, 64, 56, 56)"]; "36 quantize_per_tensor_8" -> "37 dequantize_per_tensor_9" [style=solid, label="(1, 64, 56, 56)"]; -"37 dequantize_per_tensor_9" -> "44 conv2d_3" [style=solid, label="(1, 64, 56, 56)"]; -"37 dequantize_per_tensor_9" -> "57 add__1" [style=solid, label="(1, 64, 56, 56)"]; -"38 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quantize_per_tensor_28" -> "115 dequantize_per_tensor_29" [style=solid, label="(1, 128, 28, 28)"]; -"115 dequantize_per_tensor_29" -> "122 conv2d_10" [style=solid, label="(1, 128, 28, 28)"]; -"115 dequantize_per_tensor_29" -> "141 conv2d_12" [style=solid, label="(1, 128, 28, 28)"]; -"116 layer3_0_conv1_weight_bias" -> "122 conv2d_10" [style=solid, label="(256,)"]; -"117 scale_updated_constant10" -> "119 mul_tensor_10" [style=solid, label="(256, 1, 1, 1)"]; -"118 compressed_weight_updated_constant10" -> "119 mul_tensor_10" [style=solid, label="(256, 128, 3, 3)"]; -"119 mul_tensor_10" -> "121 sub_tensor_10" [style=solid, label="(256, 128, 3, 3)"]; -"120 zero_point_updated_constant10" -> "121 sub_tensor_10" [style=solid, label="(256, 1, 1, 1)"]; -"121 sub_tensor_10" -> "122 conv2d_10" [style=solid, label="(256, 128, 3, 3)"]; -"122 conv2d_10" -> "123 relu__9" [style=solid, label="(1, 256, 14, 14)"]; -"123 relu__9" -> "124 quantize_per_tensor_30" [style=solid, label="(1, 256, 14, 14)"]; 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label="(256, 1, 1, 1)"]; +"158 sub_tensor_13" -> "159 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; +"159 conv2d_13" -> "160 relu__11" [style=solid, label="(1, 256, 14, 14)"]; +"160 relu__11" -> "161 quantize_per_tensor_43" [style=solid, label="(1, 256, 14, 14)"]; +"161 quantize_per_tensor_43" -> "162 dequantize_per_tensor_44" [style=solid, label="(1, 256, 14, 14)"]; +"162 dequantize_per_tensor_44" -> "169 conv2d_14" [style=solid, label="(1, 256, 14, 14)"]; +"163 layer3_1_conv2_weight_bias" -> "169 conv2d_14" [style=solid, label="(256,)"]; +"164 scale_updated_constant14" -> "166 mul_tensor_14" [style=solid, label="(256, 1, 1, 1)"]; +"165 compressed_weight_updated_constant14" -> "166 mul_tensor_14" [style=solid, label="(256, 256, 3, 3)"]; +"166 mul_tensor_14" -> "168 sub_tensor_14" [style=solid, label="(256, 256, 3, 3)"]; +"167 zero_point_updated_constant14" -> "168 sub_tensor_14" [style=solid, label="(256, 1, 1, 1)"]; +"168 sub_tensor_14" -> "169 conv2d_14" [style=solid, label="(256, 256, 3, 3)"]; +"169 conv2d_14" -> "170 quantize_per_tensor_45" [style=solid, label="(1, 256, 14, 14)"]; +"170 quantize_per_tensor_45" -> "171 dequantize_per_tensor_46" [style=solid, label="(1, 256, 14, 14)"]; +"171 dequantize_per_tensor_46" -> "172 add__5" [style=solid, label="(1, 256, 14, 14)"]; +"172 add__5" -> "173 relu__12" [style=solid, label="(1, 256, 14, 14)"]; +"173 relu__12" -> "174 quantize_per_tensor_47" [style=solid, label="(1, 256, 14, 14)"]; +"174 quantize_per_tensor_47" -> "175 dequantize_per_tensor_48" [style=solid, label="(1, 256, 14, 14)"]; +"174 quantize_per_tensor_47" -> "176 dequantize_per_tensor_49" [style=solid, label="(1, 256, 14, 14)"]; +"175 dequantize_per_tensor_48" -> "202 conv2d_17" [style=solid, label="(1, 256, 14, 14)"]; +"176 dequantize_per_tensor_49" -> "183 conv2d_15" [style=solid, label="(1, 256, 14, 14)"]; +"177 layer4_0_conv1_weight_bias" -> "183 conv2d_15" [style=solid, label="(512,)"]; +"178 scale_updated_constant15" -> "180 mul_tensor_15" [style=solid, label="(512, 1, 1, 1)"]; +"179 compressed_weight_updated_constant15" -> "180 mul_tensor_15" [style=solid, label="(512, 256, 3, 3)"]; +"180 mul_tensor_15" -> "182 sub_tensor_15" [style=solid, label="(512, 256, 3, 3)"]; +"181 zero_point_updated_constant15" -> "182 sub_tensor_15" [style=solid, label="(512, 1, 1, 1)"]; +"182 sub_tensor_15" -> "183 conv2d_15" [style=solid, label="(512, 256, 3, 3)"]; +"183 conv2d_15" -> "184 relu__13" [style=solid, label="(1, 512, 7, 7)"]; +"184 relu__13" -> "185 quantize_per_tensor_50" [style=solid, label="(1, 512, 7, 7)"]; +"185 quantize_per_tensor_50" -> "186 dequantize_per_tensor_51" [style=solid, label="(1, 512, 7, 7)"]; +"186 dequantize_per_tensor_51" -> "193 conv2d_16" [style=solid, label="(1, 512, 7, 7)"]; +"187 layer4_0_conv2_weight_bias" -> "193 conv2d_16" [style=solid, label="(512,)"]; +"188 scale_updated_constant16" -> "190 mul_tensor_16" [style=solid, label="(512, 1, 1, 1)"]; +"189 compressed_weight_updated_constant16" -> "190 mul_tensor_16" [style=solid, label="(512, 512, 3, 3)"]; +"190 mul_tensor_16" -> "192 sub_tensor_16" [style=solid, label="(512, 512, 3, 3)"]; +"191 zero_point_updated_constant16" -> "192 sub_tensor_16" [style=solid, label="(512, 1, 1, 1)"]; +"192 sub_tensor_16" -> "193 conv2d_16" [style=solid, label="(512, 512, 3, 3)"]; +"193 conv2d_16" -> "194 quantize_per_tensor_52" [style=solid, label="(1, 512, 7, 7)"]; +"194 quantize_per_tensor_52" -> "195 dequantize_per_tensor_53" [style=solid, label="(1, 512, 7, 7)"]; +"195 dequantize_per_tensor_53" -> "205 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"196 layer4_0_downsample_0_weight_bias" -> "202 conv2d_17" [style=solid, label="(512,)"]; +"197 scale_updated_constant17" -> "199 mul_tensor_17" [style=solid, label="(512, 1, 1, 1)"]; +"198 compressed_weight_updated_constant17" -> "199 mul_tensor_17" [style=solid, label="(512, 256, 1, 1)"]; +"199 mul_tensor_17" -> "201 sub_tensor_17" [style=solid, label="(512, 256, 1, 1)"]; +"200 zero_point_updated_constant17" -> "201 sub_tensor_17" [style=solid, label="(512, 1, 1, 1)"]; +"201 sub_tensor_17" -> "202 conv2d_17" [style=solid, label="(512, 256, 1, 1)"]; +"202 conv2d_17" -> "203 quantize_per_tensor_54" [style=solid, label="(1, 512, 7, 7)"]; +"203 quantize_per_tensor_54" -> "204 dequantize_per_tensor_55" [style=solid, label="(1, 512, 7, 7)"]; +"204 dequantize_per_tensor_55" -> "205 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"205 add__6" -> "206 relu__14" [style=solid, label="(1, 512, 7, 7)"]; +"206 relu__14" -> "207 quantize_per_tensor_56" [style=solid, label="(1, 512, 7, 7)"]; +"207 quantize_per_tensor_56" -> "208 dequantize_per_tensor_57" [style=solid, label="(1, 512, 7, 7)"]; +"207 quantize_per_tensor_56" -> "209 dequantize_per_tensor_58" [style=solid, label="(1, 512, 7, 7)"]; +"208 dequantize_per_tensor_57" -> "216 conv2d_18" [style=solid, label="(1, 512, 7, 7)"]; +"209 dequantize_per_tensor_58" -> "229 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"210 layer4_1_conv1_weight_bias" -> "216 conv2d_18" [style=solid, label="(512,)"]; +"211 scale_updated_constant18" -> "213 mul_tensor_18" [style=solid, label="(512, 1, 1, 1)"]; +"212 compressed_weight_updated_constant18" -> "213 mul_tensor_18" [style=solid, label="(512, 512, 3, 3)"]; +"213 mul_tensor_18" -> "215 sub_tensor_18" [style=solid, label="(512, 512, 3, 3)"]; +"214 zero_point_updated_constant18" -> "215 sub_tensor_18" [style=solid, label="(512, 1, 1, 1)"]; +"215 sub_tensor_18" -> "216 conv2d_18" [style=solid, label="(512, 512, 3, 3)"]; +"216 conv2d_18" -> "217 relu__15" [style=solid, label="(1, 512, 7, 7)"]; +"217 relu__15" -> "218 quantize_per_tensor_59" [style=solid, label="(1, 512, 7, 7)"]; +"218 quantize_per_tensor_59" -> "219 dequantize_per_tensor_60" [style=solid, label="(1, 512, 7, 7)"]; +"219 dequantize_per_tensor_60" -> "226 conv2d_19" [style=solid, label="(1, 512, 7, 7)"]; +"220 layer4_1_conv2_weight_bias" -> "226 conv2d_19" [style=solid, label="(512,)"]; +"221 scale_updated_constant19" -> "223 mul_tensor_19" [style=solid, label="(512, 1, 1, 1)"]; +"222 compressed_weight_updated_constant19" -> "223 mul_tensor_19" [style=solid, label="(512, 512, 3, 3)"]; +"223 mul_tensor_19" -> "225 sub_tensor_19" [style=solid, label="(512, 512, 3, 3)"]; +"224 zero_point_updated_constant19" -> "225 sub_tensor_19" [style=solid, label="(512, 1, 1, 1)"]; +"225 sub_tensor_19" -> "226 conv2d_19" [style=solid, label="(512, 512, 3, 3)"]; +"226 conv2d_19" -> "227 quantize_per_tensor_61" [style=solid, label="(1, 512, 7, 7)"]; +"227 quantize_per_tensor_61" -> "228 dequantize_per_tensor_62" [style=solid, label="(1, 512, 7, 7)"]; +"228 dequantize_per_tensor_62" -> "229 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"229 add__7" -> "230 relu__16" [style=solid, label="(1, 512, 7, 7)"]; +"230 relu__16" -> "231 quantize_per_tensor_63" [style=solid, label="(1, 512, 7, 7)"]; +"231 quantize_per_tensor_63" -> "232 dequantize_per_tensor_64" [style=solid, label="(1, 512, 7, 7)"]; +"232 dequantize_per_tensor_64" -> "233 adaptive_avg_pool2d" [style=solid, label="(1, 512, 7, 7)"]; +"233 adaptive_avg_pool2d" -> "234 quantize_per_tensor_65" [style=solid, label="(1, 512, 1, 1)"]; +"234 quantize_per_tensor_65" -> "235 dequantize_per_tensor_66" [style=solid, label="(1, 512, 1, 1)"]; +"235 dequantize_per_tensor_66" -> "236 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"236 flatten" -> "242 linear" [style=solid, label="(1, 512)"]; +"237 scale_updated_constant20" -> "239 mul_tensor_20" [style=solid, label="(1000, 1)"]; +"238 compressed_weight_updated_constant20" -> "239 mul_tensor_20" [style=solid, label="(1000, 512)"]; +"239 mul_tensor_20" -> "241 sub_tensor_20" [style=solid, label="(1000, 512)"]; +"240 zero_point_updated_constant20" -> "241 sub_tensor_20" [style=solid, label="(1000, 1)"]; +"241 sub_tensor_20" -> "242 linear" [style=solid, label="(1000, 512)"]; +"242 linear" -> "243 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/OpenVINOQuantizer/unet.dot b/tests/torch2/data/fx/OpenVINOQuantizer/unet.dot index 44a4fc5870e..8307cba75c0 100644 --- a/tests/torch2/data/fx/OpenVINOQuantizer/unet.dot +++ b/tests/torch2/data/fx/OpenVINOQuantizer/unet.dot @@ -43,236 +43,240 @@ strict digraph { "41 relu_1" [id=41, type=relu]; "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"]; -"119 dequantize_per_tensor_21" [id=119, type="dequantize_per_tensor"]; -"120 scale_updated_constant10" [id=120, type="get_attr"]; -"121 compressed_weight_updated_constant10" [id=121, type="get_attr"]; -"122 mul_tensor_10" [id=122, type=mul]; -"123 zero_point_updated_constant10" [id=123, type="get_attr"]; -"124 sub_tensor_10" [id=124, type=sub]; -"125 conv_transpose2d" [id=125, type="conv_transpose2d"]; -"126 quantize_per_tensor_22" [id=126, type="quantize_per_tensor"]; -"127 dequantize_per_tensor_23" [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 scale_updated_constant11" [id=133, type="get_attr"]; -"134 compressed_weight_updated_constant11" [id=134, type="get_attr"]; -"135 mul_tensor_11" [id=135, type=mul]; -"136 zero_point_updated_constant11" [id=136, type="get_attr"]; -"137 sub_tensor_11" [id=137, type=sub]; -"138 conv2d_10" [id=138, type=conv2d]; -"139 relu_10" [id=139, type=relu]; -"140 quantize_per_tensor_24" [id=140, type="quantize_per_tensor"]; -"141 dequantize_per_tensor_25" [id=141, type="dequantize_per_tensor"]; -"142 scale_updated_constant12" [id=142, type="get_attr"]; -"143 compressed_weight_updated_constant12" [id=143, type="get_attr"]; -"144 mul_tensor_12" [id=144, type=mul]; -"145 zero_point_updated_constant12" [id=145, type="get_attr"]; -"146 sub_tensor_12" [id=146, type=sub]; -"147 conv2d_11" [id=147, type=conv2d]; -"148 relu_11" [id=148, type=relu]; -"149 quantize_per_tensor_26" [id=149, type="quantize_per_tensor"]; -"150 dequantize_per_tensor_27" [id=150, type="dequantize_per_tensor"]; -"151 scale_updated_constant13" [id=151, type="get_attr"]; -"152 compressed_weight_updated_constant13" [id=152, type="get_attr"]; -"153 mul_tensor_13" [id=153, type=mul]; -"154 zero_point_updated_constant13" [id=154, type="get_attr"]; -"155 sub_tensor_13" [id=155, type=sub]; -"156 conv_transpose2d_1" [id=156, type="conv_transpose2d"]; -"157 quantize_per_tensor_28" [id=157, type="quantize_per_tensor"]; -"158 dequantize_per_tensor_29" [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 scale_updated_constant14" [id=164, type="get_attr"]; -"165 compressed_weight_updated_constant14" [id=165, type="get_attr"]; -"166 mul_tensor_14" [id=166, type=mul]; -"167 zero_point_updated_constant14" [id=167, type="get_attr"]; -"168 sub_tensor_14" [id=168, type=sub]; -"169 conv2d_12" [id=169, type=conv2d]; -"170 relu_12" [id=170, type=relu]; -"171 quantize_per_tensor_30" [id=171, type="quantize_per_tensor"]; -"172 dequantize_per_tensor_31" [id=172, type="dequantize_per_tensor"]; -"173 scale_updated_constant15" [id=173, type="get_attr"]; -"174 compressed_weight_updated_constant15" [id=174, type="get_attr"]; -"175 mul_tensor_15" [id=175, type=mul]; -"176 zero_point_updated_constant15" [id=176, type="get_attr"]; -"177 sub_tensor_15" [id=177, type=sub]; -"178 conv2d_13" [id=178, type=conv2d]; -"179 relu_13" [id=179, type=relu]; -"180 quantize_per_tensor_32" [id=180, type="quantize_per_tensor"]; -"181 dequantize_per_tensor_33" [id=181, type="dequantize_per_tensor"]; -"182 scale_updated_constant16" [id=182, type="get_attr"]; -"183 compressed_weight_updated_constant16" [id=183, type="get_attr"]; -"184 mul_tensor_16" [id=184, type=mul]; -"185 zero_point_updated_constant16" [id=185, type="get_attr"]; -"186 sub_tensor_16" [id=186, type=sub]; -"187 conv_transpose2d_2" [id=187, type="conv_transpose2d"]; -"188 quantize_per_tensor_34" [id=188, type="quantize_per_tensor"]; -"189 dequantize_per_tensor_35" [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 scale_updated_constant17" [id=195, type="get_attr"]; -"196 compressed_weight_updated_constant17" [id=196, type="get_attr"]; -"197 mul_tensor_17" [id=197, type=mul]; -"198 zero_point_updated_constant17" [id=198, type="get_attr"]; -"199 sub_tensor_17" [id=199, type=sub]; -"200 conv2d_14" [id=200, type=conv2d]; -"201 relu_14" [id=201, type=relu]; -"202 quantize_per_tensor_36" [id=202, type="quantize_per_tensor"]; -"203 dequantize_per_tensor_37" [id=203, type="dequantize_per_tensor"]; -"204 scale_updated_constant18" [id=204, type="get_attr"]; -"205 compressed_weight_updated_constant18" [id=205, type="get_attr"]; -"206 mul_tensor_18" [id=206, type=mul]; -"207 zero_point_updated_constant18" [id=207, type="get_attr"]; -"208 sub_tensor_18" [id=208, type=sub]; -"209 conv2d_15" [id=209, type=conv2d]; -"210 relu_15" [id=210, type=relu]; -"211 quantize_per_tensor_38" [id=211, type="quantize_per_tensor"]; -"212 dequantize_per_tensor_39" [id=212, type="dequantize_per_tensor"]; -"213 scale_updated_constant19" [id=213, type="get_attr"]; -"214 compressed_weight_updated_constant19" [id=214, type="get_attr"]; -"215 mul_tensor_19" [id=215, type=mul]; -"216 zero_point_updated_constant19" [id=216, type="get_attr"]; -"217 sub_tensor_19" [id=217, type=sub]; -"218 conv_transpose2d_3" [id=218, type="conv_transpose2d"]; -"219 quantize_per_tensor_40" [id=219, type="quantize_per_tensor"]; -"220 dequantize_per_tensor_41" [id=220, type="dequantize_per_tensor"]; -"221 slice_13" [id=221, type=slice]; -"222 slice_14" [id=222, type=slice]; -"223 slice_15" [id=223, type=slice]; -"224 slice_16" [id=224, type=slice]; -"225 cat_3" [id=225, type=cat]; -"226 scale_updated_constant20" [id=226, type="get_attr"]; -"227 compressed_weight_updated_constant20" [id=227, type="get_attr"]; -"228 mul_tensor_20" [id=228, type=mul]; -"229 zero_point_updated_constant20" [id=229, type="get_attr"]; -"230 sub_tensor_20" [id=230, type=sub]; -"231 conv2d_16" [id=231, type=conv2d]; -"232 relu_16" [id=232, type=relu]; -"233 quantize_per_tensor_42" [id=233, type="quantize_per_tensor"]; -"234 dequantize_per_tensor_43" [id=234, type="dequantize_per_tensor"]; -"235 scale_updated_constant21" [id=235, type="get_attr"]; -"236 compressed_weight_updated_constant21" [id=236, type="get_attr"]; -"237 mul_tensor_21" [id=237, type=mul]; -"238 zero_point_updated_constant21" [id=238, type="get_attr"]; -"239 sub_tensor_21" [id=239, type=sub]; -"240 conv2d_17" [id=240, type=conv2d]; -"241 relu_17" [id=241, type=relu]; -"242 quantize_per_tensor_44" [id=242, type="quantize_per_tensor"]; -"243 dequantize_per_tensor_45" [id=243, type="dequantize_per_tensor"]; -"244 scale_updated_constant22" [id=244, type="get_attr"]; -"245 compressed_weight_updated_constant22" [id=245, type="get_attr"]; -"246 mul_tensor_22" [id=246, type=mul]; -"247 zero_point_updated_constant22" [id=247, type="get_attr"]; -"248 sub_tensor_22" [id=248, type=sub]; -"249 conv2d_18" [id=249, type=conv2d]; -"250 output" [id=250, type=output]; +"44 dequantize_per_tensor_6" [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_7" [id=53, type="quantize_per_tensor"]; +"54 dequantize_per_tensor_8" [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_9" [id=62, type="quantize_per_tensor"]; +"63 dequantize_per_tensor_10" [id=63, type="dequantize_per_tensor"]; +"64 dequantize_per_tensor_11" [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_12" [id=73, type="quantize_per_tensor"]; +"74 dequantize_per_tensor_13" [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_14" [id=82, type="quantize_per_tensor"]; +"83 dequantize_per_tensor_15" [id=83, type="dequantize_per_tensor"]; +"84 dequantize_per_tensor_16" [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_17" [id=93, type="quantize_per_tensor"]; +"94 dequantize_per_tensor_18" [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_19" [id=102, type="quantize_per_tensor"]; +"103 dequantize_per_tensor_20" [id=103, type="dequantize_per_tensor"]; +"104 dequantize_per_tensor_21" [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_22" [id=113, type="quantize_per_tensor"]; +"114 dequantize_per_tensor_23" [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_24" [id=122, type="quantize_per_tensor"]; +"123 dequantize_per_tensor_25" [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_26" [id=130, type="quantize_per_tensor"]; +"131 dequantize_per_tensor_27" [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_28" [id=144, type="quantize_per_tensor"]; +"145 dequantize_per_tensor_29" [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_30" [id=153, type="quantize_per_tensor"]; +"154 dequantize_per_tensor_31" [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_32" [id=161, type="quantize_per_tensor"]; +"162 dequantize_per_tensor_33" [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_34" [id=175, type="quantize_per_tensor"]; +"176 dequantize_per_tensor_35" [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_36" [id=184, type="quantize_per_tensor"]; +"185 dequantize_per_tensor_37" [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_38" [id=192, type="quantize_per_tensor"]; +"193 dequantize_per_tensor_39" [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_40" [id=206, type="quantize_per_tensor"]; +"207 dequantize_per_tensor_41" [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_42" [id=215, type="quantize_per_tensor"]; +"216 dequantize_per_tensor_43" [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_44" [id=223, type="quantize_per_tensor"]; +"224 dequantize_per_tensor_45" [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_46" [id=237, type="quantize_per_tensor"]; +"238 dequantize_per_tensor_47" [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_48" [id=246, type="quantize_per_tensor"]; +"247 dequantize_per_tensor_49" [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" [style=solid, label="(64,)"]; "1 down_path_0_block_3_bias" -> "40 conv2d_1" [style=solid, label="(64,)"]; -"2 down_path_1_block_0_bias" -> "50 conv2d_2" [style=solid, label="(128,)"]; -"3 down_path_1_block_3_bias" -> "59 conv2d_3" [style=solid, label="(128,)"]; -"4 down_path_2_block_0_bias" -> "69 conv2d_4" [style=solid, label="(256,)"]; -"5 down_path_2_block_3_bias" -> "78 conv2d_5" [style=solid, label="(256,)"]; -"6 down_path_3_block_0_bias" -> "88 conv2d_6" [style=solid, label="(512,)"]; -"7 down_path_3_block_3_bias" -> "97 conv2d_7" [style=solid, label="(512,)"]; -"8 down_path_4_block_0_bias" -> "107 conv2d_8" [style=solid, label="(1024,)"]; -"9 down_path_4_block_3_bias" -> "116 conv2d_9" [style=solid, label="(1024,)"]; -"10 up_path_0_up_bias" -> "125 conv_transpose2d" [style=solid, label="(512,)"]; -"11 up_path_0_conv_block_block_0_bias" -> "138 conv2d_10" [style=solid, label="(512,)"]; -"12 up_path_0_conv_block_block_3_bias" -> "147 conv2d_11" [style=solid, label="(512,)"]; -"13 up_path_1_up_bias" -> "156 conv_transpose2d_1" [style=solid, label="(256,)"]; -"14 up_path_1_conv_block_block_0_bias" -> "169 conv2d_12" [style=solid, label="(256,)"]; -"15 up_path_1_conv_block_block_3_bias" -> "178 conv2d_13" [style=solid, label="(256,)"]; -"16 up_path_2_up_bias" -> "187 conv_transpose2d_2" [style=solid, label="(128,)"]; -"17 up_path_2_conv_block_block_0_bias" -> "200 conv2d_14" [style=solid, label="(128,)"]; -"18 up_path_2_conv_block_block_3_bias" -> "209 conv2d_15" [style=solid, label="(128,)"]; -"19 up_path_3_up_bias" -> "218 conv_transpose2d_3" [style=solid, label="(64,)"]; -"20 up_path_3_conv_block_block_0_bias" -> "231 conv2d_16" [style=solid, label="(64,)"]; -"21 up_path_3_conv_block_block_3_bias" -> "240 conv2d_17" [style=solid, label="(64,)"]; -"22 last_bias" -> "249 conv2d_18" [style=solid, label="(12,)"]; +"2 down_path_1_block_0_bias" -> "51 conv2d_2" [style=solid, label="(128,)"]; +"3 down_path_1_block_3_bias" -> "60 conv2d_3" [style=solid, label="(128,)"]; +"4 down_path_2_block_0_bias" -> "71 conv2d_4" [style=solid, label="(256,)"]; +"5 down_path_2_block_3_bias" -> "80 conv2d_5" [style=solid, label="(256,)"]; +"6 down_path_3_block_0_bias" -> "91 conv2d_6" [style=solid, label="(512,)"]; +"7 down_path_3_block_3_bias" -> "100 conv2d_7" [style=solid, label="(512,)"]; +"8 down_path_4_block_0_bias" -> "111 conv2d_8" [style=solid, label="(1024,)"]; +"9 down_path_4_block_3_bias" -> "120 conv2d_9" [style=solid, label="(1024,)"]; +"10 up_path_0_up_bias" -> "129 conv_transpose2d" [style=solid, label="(512,)"]; +"11 up_path_0_conv_block_block_0_bias" -> "142 conv2d_10" [style=solid, label="(512,)"]; +"12 up_path_0_conv_block_block_3_bias" -> "151 conv2d_11" [style=solid, label="(512,)"]; +"13 up_path_1_up_bias" -> "160 conv_transpose2d_1" [style=solid, label="(256,)"]; +"14 up_path_1_conv_block_block_0_bias" -> "173 conv2d_12" [style=solid, label="(256,)"]; +"15 up_path_1_conv_block_block_3_bias" -> "182 conv2d_13" [style=solid, label="(256,)"]; +"16 up_path_2_up_bias" -> "191 conv_transpose2d_2" [style=solid, label="(128,)"]; +"17 up_path_2_conv_block_block_0_bias" -> "204 conv2d_14" [style=solid, label="(128,)"]; +"18 up_path_2_conv_block_block_3_bias" -> "213 conv2d_15" [style=solid, label="(128,)"]; +"19 up_path_3_up_bias" -> "222 conv_transpose2d_3" [style=solid, label="(64,)"]; +"20 up_path_3_conv_block_block_0_bias" -> "235 conv2d_16" [style=solid, label="(64,)"]; +"21 up_path_3_conv_block_block_3_bias" -> "244 conv2d_17" [style=solid, label="(64,)"]; +"22 last_bias" -> "253 conv2d_18" [style=solid, label="(12,)"]; "23 x" -> "24 quantize_per_tensor_0" [style=solid, label="(1, 3, 224, 224)"]; "24 quantize_per_tensor_0" -> "25 dequantize_per_tensor_1" [style=solid, label="(1, 3, 224, 224)"]; "25 dequantize_per_tensor_1" -> "31 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -293,215 +297,219 @@ strict digraph { "40 conv2d_1" -> "41 relu_1" [style=solid, label="(1, 64, 220, 220)"]; "41 relu_1" -> "42 quantize_per_tensor_4" [style=solid, label="(1, 64, 220, 220)"]; "42 quantize_per_tensor_4" -> "43 dequantize_per_tensor_5" [style=solid, label="(1, 64, 220, 220)"]; -"43 dequantize_per_tensor_5" -> "44 max_pool2d" [style=solid, label="(1, 64, 220, 220)"]; -"43 dequantize_per_tensor_5" -> "221 slice_13" [style=solid, label="(1, 64, 220, 220)"]; -"44 max_pool2d" -> "50 conv2d_2" [style=solid, label="(1, 64, 110, 110)"]; -"45 scale_updated_constant2" -> "47 mul_tensor_2" [style=solid, label="(128, 1, 1, 1)"]; -"46 compressed_weight_updated_constant2" -> "47 mul_tensor_2" [style=solid, label="(128, 64, 3, 3)"]; -"47 mul_tensor_2" -> "49 sub_tensor_2" [style=solid, label="(128, 64, 3, 3)"]; -"48 zero_point_updated_constant2" -> "49 sub_tensor_2" [style=solid, label="(128, 1, 1, 1)"]; -"49 sub_tensor_2" -> "50 conv2d_2" [style=solid, label="(128, 64, 3, 3)"]; -"50 conv2d_2" -> "51 relu_2" [style=solid, label="(1, 128, 108, 108)"]; -"51 relu_2" -> "52 quantize_per_tensor_6" [style=solid, label="(1, 128, 108, 108)"]; -"52 quantize_per_tensor_6" -> "53 dequantize_per_tensor_7" [style=solid, label="(1, 128, 108, 108)"]; -"53 dequantize_per_tensor_7" -> "59 conv2d_3" [style=solid, label="(1, 128, 108, 108)"]; -"54 scale_updated_constant3" -> "56 mul_tensor_3" [style=solid, label="(128, 1, 1, 1)"]; -"55 compressed_weight_updated_constant3" -> "56 mul_tensor_3" [style=solid, label="(128, 128, 3, 3)"]; -"56 mul_tensor_3" -> "58 sub_tensor_3" [style=solid, label="(128, 128, 3, 3)"]; -"57 zero_point_updated_constant3" -> "58 sub_tensor_3" [style=solid, label="(128, 1, 1, 1)"]; -"58 sub_tensor_3" -> "59 conv2d_3" [style=solid, label="(128, 128, 3, 3)"]; -"59 conv2d_3" -> "60 relu_3" [style=solid, label="(1, 128, 106, 106)"]; -"60 relu_3" -> "61 quantize_per_tensor_8" [style=solid, label="(1, 128, 106, 106)"]; -"61 quantize_per_tensor_8" -> "62 dequantize_per_tensor_9" [style=solid, label="(1, 128, 106, 106)"]; -"62 dequantize_per_tensor_9" -> "63 max_pool2d_1" [style=solid, label="(1, 128, 106, 106)"]; -"62 dequantize_per_tensor_9" -> "190 slice_9" [style=solid, label="(1, 128, 106, 106)"]; -"63 max_pool2d_1" -> "69 conv2d_4" [style=solid, label="(1, 128, 53, 53)"]; -"64 scale_updated_constant4" -> "66 mul_tensor_4" [style=solid, label="(256, 1, 1, 1)"]; -"65 compressed_weight_updated_constant4" -> "66 mul_tensor_4" [style=solid, label="(256, 128, 3, 3)"]; -"66 mul_tensor_4" -> "68 sub_tensor_4" [style=solid, label="(256, 128, 3, 3)"]; -"67 zero_point_updated_constant4" -> "68 sub_tensor_4" [style=solid, label="(256, 1, 1, 1)"]; -"68 sub_tensor_4" -> "69 conv2d_4" [style=solid, label="(256, 128, 3, 3)"]; -"69 conv2d_4" -> "70 relu_4" [style=solid, label="(1, 256, 51, 51)"]; -"70 relu_4" -> "71 quantize_per_tensor_10" [style=solid, label="(1, 256, 51, 51)"]; -"71 quantize_per_tensor_10" -> "72 dequantize_per_tensor_11" [style=solid, label="(1, 256, 51, 51)"]; -"72 dequantize_per_tensor_11" -> "78 conv2d_5" [style=solid, label="(1, 256, 51, 51)"]; -"73 scale_updated_constant5" -> "75 mul_tensor_5" [style=solid, label="(256, 1, 1, 1)"]; -"74 compressed_weight_updated_constant5" -> "75 mul_tensor_5" [style=solid, label="(256, 256, 3, 3)"]; -"75 mul_tensor_5" -> "77 sub_tensor_5" [style=solid, label="(256, 256, 3, 3)"]; -"76 zero_point_updated_constant5" -> "77 sub_tensor_5" [style=solid, label="(256, 1, 1, 1)"]; -"77 sub_tensor_5" -> "78 conv2d_5" [style=solid, label="(256, 256, 3, 3)"]; -"78 conv2d_5" -> "79 relu_5" [style=solid, label="(1, 256, 49, 49)"]; -"79 relu_5" -> "80 quantize_per_tensor_12" [style=solid, label="(1, 256, 49, 49)"]; -"80 quantize_per_tensor_12" -> "81 dequantize_per_tensor_13" [style=solid, label="(1, 256, 49, 49)"]; -"81 dequantize_per_tensor_13" -> "82 max_pool2d_2" [style=solid, label="(1, 256, 49, 49)"]; -"81 dequantize_per_tensor_13" -> "159 slice_5" [style=solid, label="(1, 256, 49, 49)"]; -"82 max_pool2d_2" -> "88 conv2d_6" [style=solid, label="(1, 256, 24, 24)"]; -"83 scale_updated_constant6" -> "85 mul_tensor_6" [style=solid, label="(512, 1, 1, 1)"]; -"84 compressed_weight_updated_constant6" -> "85 mul_tensor_6" [style=solid, label="(512, 256, 3, 3)"]; -"85 mul_tensor_6" -> "87 sub_tensor_6" [style=solid, label="(512, 256, 3, 3)"]; -"86 zero_point_updated_constant6" -> "87 sub_tensor_6" [style=solid, label="(512, 1, 1, 1)"]; -"87 sub_tensor_6" -> "88 conv2d_6" [style=solid, label="(512, 256, 3, 3)"]; -"88 conv2d_6" -> "89 relu_6" [style=solid, label="(1, 512, 22, 22)"]; -"89 relu_6" -> "90 quantize_per_tensor_14" [style=solid, label="(1, 512, 22, 22)"]; -"90 quantize_per_tensor_14" -> "91 dequantize_per_tensor_15" [style=solid, label="(1, 512, 22, 22)"]; -"91 dequantize_per_tensor_15" -> "97 conv2d_7" [style=solid, label="(1, 512, 22, 22)"]; -"92 scale_updated_constant7" -> "94 mul_tensor_7" [style=solid, label="(512, 1, 1, 1)"]; -"93 compressed_weight_updated_constant7" -> "94 mul_tensor_7" [style=solid, label="(512, 512, 3, 3)"]; -"94 mul_tensor_7" -> "96 sub_tensor_7" [style=solid, label="(512, 512, 3, 3)"]; -"95 zero_point_updated_constant7" -> "96 sub_tensor_7" [style=solid, label="(512, 1, 1, 1)"]; -"96 sub_tensor_7" -> "97 conv2d_7" [style=solid, label="(512, 512, 3, 3)"]; -"97 conv2d_7" -> "98 relu_7" [style=solid, label="(1, 512, 20, 20)"]; -"98 relu_7" -> "99 quantize_per_tensor_16" [style=solid, label="(1, 512, 20, 20)"]; -"99 quantize_per_tensor_16" -> "100 dequantize_per_tensor_17" [style=solid, label="(1, 512, 20, 20)"]; -"100 dequantize_per_tensor_17" -> "101 max_pool2d_3" [style=solid, label="(1, 512, 20, 20)"]; -"100 dequantize_per_tensor_17" -> "128 slice_1" [style=solid, label="(1, 512, 20, 20)"]; -"101 max_pool2d_3" -> "107 conv2d_8" [style=solid, label="(1, 512, 10, 10)"]; -"102 scale_updated_constant8" -> "104 mul_tensor_8" [style=solid, label="(1024, 1, 1, 1)"]; -"103 compressed_weight_updated_constant8" -> "104 mul_tensor_8" [style=solid, label="(1024, 512, 3, 3)"]; -"104 mul_tensor_8" -> "106 sub_tensor_8" [style=solid, label="(1024, 512, 3, 3)"]; -"105 zero_point_updated_constant8" -> "106 sub_tensor_8" [style=solid, label="(1024, 1, 1, 1)"]; -"106 sub_tensor_8" -> "107 conv2d_8" [style=solid, label="(1024, 512, 3, 3)"]; -"107 conv2d_8" -> "108 relu_8" [style=solid, label="(1, 1024, 8, 8)"]; -"108 relu_8" -> "109 quantize_per_tensor_18" [style=solid, label="(1, 1024, 8, 8)"]; -"109 quantize_per_tensor_18" -> "110 dequantize_per_tensor_19" [style=solid, label="(1, 1024, 8, 8)"]; -"110 dequantize_per_tensor_19" -> "116 conv2d_9" [style=solid, label="(1, 1024, 8, 8)"]; -"111 scale_updated_constant9" -> "113 mul_tensor_9" [style=solid, label="(1024, 1, 1, 1)"]; -"112 compressed_weight_updated_constant9" -> "113 mul_tensor_9" [style=solid, label="(1024, 1024, 3, 3)"]; -"113 mul_tensor_9" -> "115 sub_tensor_9" [style=solid, label="(1024, 1024, 3, 3)"]; -"114 zero_point_updated_constant9" -> "115 sub_tensor_9" [style=solid, label="(1024, 1, 1, 1)"]; -"115 sub_tensor_9" -> "116 conv2d_9" [style=solid, label="(1024, 1024, 3, 3)"]; -"116 conv2d_9" -> "117 relu_9" [style=solid, label="(1, 1024, 6, 6)"]; -"117 relu_9" -> "118 quantize_per_tensor_20" [style=solid, label="(1, 1024, 6, 6)"]; -"118 quantize_per_tensor_20" -> "119 dequantize_per_tensor_21" [style=solid, label="(1, 1024, 6, 6)"]; -"119 dequantize_per_tensor_21" -> "125 conv_transpose2d" [style=solid, label="(1, 1024, 6, 6)"]; -"120 scale_updated_constant10" -> "122 mul_tensor_10" [style=solid, label="(1024, 1, 1, 1)"]; -"121 compressed_weight_updated_constant10" -> "122 mul_tensor_10" [style=solid, label="(1024, 512, 2, 2)"]; -"122 mul_tensor_10" -> "124 sub_tensor_10" [style=solid, label="(1024, 512, 2, 2)"]; -"123 zero_point_updated_constant10" -> "124 sub_tensor_10" [style=solid, label="(1024, 1, 1, 1)"]; -"124 sub_tensor_10" -> "125 conv_transpose2d" [style=solid, label="(1024, 512, 2, 2)"]; -"125 conv_transpose2d" -> "126 quantize_per_tensor_22" [style=solid, label="(1, 512, 12, 12)"]; -"126 quantize_per_tensor_22" -> "127 dequantize_per_tensor_23" [style=solid, label="(1, 512, 12, 12)"]; -"127 dequantize_per_tensor_23" -> "132 cat" [style=solid, label="(1, 512, 12, 12)"]; -"128 slice_1" -> "129 slice_2" [style=solid, label="(1, 512, 20, 20)"]; -"129 slice_2" -> "130 slice_3" [style=solid, label="(1, 512, 20, 20)"]; -"130 slice_3" -> "131 slice_4" [style=solid, label="(1, 512, 12, 20)"]; -"131 slice_4" -> "132 cat" [style=solid, label="(1, 512, 12, 12)"]; -"132 cat" -> "138 conv2d_10" [style=solid, label="(1, 1024, 12, 12)"]; -"133 scale_updated_constant11" -> "135 mul_tensor_11" [style=solid, label="(512, 1, 1, 1)"]; -"134 compressed_weight_updated_constant11" -> "135 mul_tensor_11" [style=solid, label="(512, 1024, 3, 3)"]; -"135 mul_tensor_11" -> "137 sub_tensor_11" [style=solid, label="(512, 1024, 3, 3)"]; -"136 zero_point_updated_constant11" -> "137 sub_tensor_11" [style=solid, label="(512, 1, 1, 1)"]; -"137 sub_tensor_11" -> "138 conv2d_10" [style=solid, label="(512, 1024, 3, 3)"]; -"138 conv2d_10" -> "139 relu_10" [style=solid, label="(1, 512, 10, 10)"]; -"139 relu_10" -> "140 quantize_per_tensor_24" [style=solid, label="(1, 512, 10, 10)"]; -"140 quantize_per_tensor_24" -> "141 dequantize_per_tensor_25" [style=solid, label="(1, 512, 10, 10)"]; -"141 dequantize_per_tensor_25" -> "147 conv2d_11" [style=solid, label="(1, 512, 10, 10)"]; -"142 scale_updated_constant12" -> "144 mul_tensor_12" [style=solid, label="(512, 1, 1, 1)"]; -"143 compressed_weight_updated_constant12" -> "144 mul_tensor_12" [style=solid, label="(512, 512, 3, 3)"]; -"144 mul_tensor_12" -> "146 sub_tensor_12" [style=solid, label="(512, 512, 3, 3)"]; -"145 zero_point_updated_constant12" -> "146 sub_tensor_12" [style=solid, label="(512, 1, 1, 1)"]; -"146 sub_tensor_12" -> "147 conv2d_11" [style=solid, label="(512, 512, 3, 3)"]; -"147 conv2d_11" -> "148 relu_11" [style=solid, label="(1, 512, 8, 8)"]; -"148 relu_11" -> "149 quantize_per_tensor_26" [style=solid, label="(1, 512, 8, 8)"]; -"149 quantize_per_tensor_26" -> "150 dequantize_per_tensor_27" [style=solid, label="(1, 512, 8, 8)"]; -"150 dequantize_per_tensor_27" -> "156 conv_transpose2d_1" [style=solid, label="(1, 512, 8, 8)"]; -"151 scale_updated_constant13" -> "153 mul_tensor_13" [style=solid, label="(512, 1, 1, 1)"]; -"152 compressed_weight_updated_constant13" -> "153 mul_tensor_13" [style=solid, label="(512, 256, 2, 2)"]; -"153 mul_tensor_13" -> "155 sub_tensor_13" [style=solid, label="(512, 256, 2, 2)"]; -"154 zero_point_updated_constant13" -> "155 sub_tensor_13" [style=solid, label="(512, 1, 1, 1)"]; -"155 sub_tensor_13" -> "156 conv_transpose2d_1" [style=solid, label="(512, 256, 2, 2)"]; -"156 conv_transpose2d_1" -> "157 quantize_per_tensor_28" [style=solid, label="(1, 256, 16, 16)"]; -"157 quantize_per_tensor_28" -> "158 dequantize_per_tensor_29" [style=solid, label="(1, 256, 16, 16)"]; -"158 dequantize_per_tensor_29" -> "163 cat_1" [style=solid, label="(1, 256, 16, 16)"]; -"159 slice_5" -> "160 slice_6" [style=solid, label="(1, 256, 49, 49)"]; -"160 slice_6" -> "161 slice_7" [style=solid, label="(1, 256, 49, 49)"]; -"161 slice_7" -> "162 slice_8" [style=solid, label="(1, 256, 16, 49)"]; -"162 slice_8" -> "163 cat_1" [style=solid, label="(1, 256, 16, 16)"]; -"163 cat_1" -> "169 conv2d_12" [style=solid, label="(1, 512, 16, 16)"]; -"164 scale_updated_constant14" -> "166 mul_tensor_14" [style=solid, label="(256, 1, 1, 1)"]; -"165 compressed_weight_updated_constant14" -> "166 mul_tensor_14" [style=solid, label="(256, 512, 3, 3)"]; -"166 mul_tensor_14" -> "168 sub_tensor_14" [style=solid, label="(256, 512, 3, 3)"]; -"167 zero_point_updated_constant14" -> "168 sub_tensor_14" [style=solid, label="(256, 1, 1, 1)"]; -"168 sub_tensor_14" -> "169 conv2d_12" [style=solid, label="(256, 512, 3, 3)"]; -"169 conv2d_12" -> "170 relu_12" [style=solid, label="(1, 256, 14, 14)"]; -"170 relu_12" -> "171 quantize_per_tensor_30" [style=solid, label="(1, 256, 14, 14)"]; -"171 quantize_per_tensor_30" -> "172 dequantize_per_tensor_31" [style=solid, label="(1, 256, 14, 14)"]; -"172 dequantize_per_tensor_31" -> "178 conv2d_13" [style=solid, label="(1, 256, 14, 14)"]; -"173 scale_updated_constant15" -> "175 mul_tensor_15" [style=solid, label="(256, 1, 1, 1)"]; -"174 compressed_weight_updated_constant15" -> "175 mul_tensor_15" [style=solid, label="(256, 256, 3, 3)"]; -"175 mul_tensor_15" -> "177 sub_tensor_15" [style=solid, label="(256, 256, 3, 3)"]; -"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)"]; -"199 sub_tensor_17" -> "200 conv2d_14" [style=solid, label="(128, 256, 3, 3)"]; -"200 conv2d_14" -> "201 relu_14" [style=solid, label="(1, 128, 22, 22)"]; -"201 relu_14" -> "202 quantize_per_tensor_36" [style=solid, label="(1, 128, 22, 22)"]; -"202 quantize_per_tensor_36" -> "203 dequantize_per_tensor_37" [style=solid, label="(1, 128, 22, 22)"]; -"203 dequantize_per_tensor_37" -> "209 conv2d_15" [style=solid, label="(1, 128, 22, 22)"]; -"204 scale_updated_constant18" -> "206 mul_tensor_18" [style=solid, label="(128, 1, 1, 1)"]; -"205 compressed_weight_updated_constant18" -> "206 mul_tensor_18" [style=solid, label="(128, 128, 3, 3)"]; -"206 mul_tensor_18" -> "208 sub_tensor_18" [style=solid, 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20)"]; +"217 scale_updated_constant19" -> "219 mul_tensor_19" [style=solid, label="(128, 1, 1, 1)"]; +"218 compressed_weight_updated_constant19" -> "219 mul_tensor_19" [style=solid, label="(128, 64, 2, 2)"]; +"219 mul_tensor_19" -> "221 sub_tensor_19" [style=solid, label="(128, 64, 2, 2)"]; +"220 zero_point_updated_constant19" -> "221 sub_tensor_19" [style=solid, label="(128, 1, 1, 1)"]; +"221 sub_tensor_19" -> "222 conv_transpose2d_3" [style=solid, label="(128, 64, 2, 2)"]; +"222 conv_transpose2d_3" -> "223 quantize_per_tensor_44" [style=solid, label="(1, 64, 40, 40)"]; +"223 quantize_per_tensor_44" -> "224 dequantize_per_tensor_45" [style=solid, label="(1, 64, 40, 40)"]; +"224 dequantize_per_tensor_45" -> "229 cat_3" [style=solid, label="(1, 64, 40, 40)"]; +"225 slice_13" -> "226 slice_14" [style=solid, label="(1, 64, 220, 220)"]; +"226 slice_14" -> "227 slice_15" [style=solid, label="(1, 64, 220, 220)"]; +"227 slice_15" -> "228 slice_16" [style=solid, label="(1, 64, 40, 220)"]; +"228 slice_16" -> "229 cat_3" [style=solid, label="(1, 64, 40, 40)"]; +"229 cat_3" -> "235 conv2d_16" [style=solid, label="(1, 128, 40, 40)"]; +"230 scale_updated_constant20" -> "232 mul_tensor_20" [style=solid, label="(64, 1, 1, 1)"]; +"231 compressed_weight_updated_constant20" -> "232 mul_tensor_20" [style=solid, label="(64, 128, 3, 3)"]; +"232 mul_tensor_20" -> "234 sub_tensor_20" [style=solid, label="(64, 128, 3, 3)"]; +"233 zero_point_updated_constant20" -> "234 sub_tensor_20" [style=solid, label="(64, 1, 1, 1)"]; +"234 sub_tensor_20" -> "235 conv2d_16" [style=solid, label="(64, 128, 3, 3)"]; +"235 conv2d_16" -> "236 relu_16" [style=solid, label="(1, 64, 38, 38)"]; +"236 relu_16" -> "237 quantize_per_tensor_46" [style=solid, label="(1, 64, 38, 38)"]; +"237 quantize_per_tensor_46" -> "238 dequantize_per_tensor_47" [style=solid, label="(1, 64, 38, 38)"]; +"238 dequantize_per_tensor_47" -> "244 conv2d_17" [style=solid, label="(1, 64, 38, 38)"]; +"239 scale_updated_constant21" -> "241 mul_tensor_21" [style=solid, label="(64, 1, 1, 1)"]; +"240 compressed_weight_updated_constant21" -> "241 mul_tensor_21" [style=solid, label="(64, 64, 3, 3)"]; +"241 mul_tensor_21" -> "243 sub_tensor_21" [style=solid, label="(64, 64, 3, 3)"]; +"242 zero_point_updated_constant21" -> "243 sub_tensor_21" [style=solid, label="(64, 1, 1, 1)"]; +"243 sub_tensor_21" -> "244 conv2d_17" [style=solid, label="(64, 64, 3, 3)"]; +"244 conv2d_17" -> "245 relu_17" [style=solid, label="(1, 64, 36, 36)"]; +"245 relu_17" -> "246 quantize_per_tensor_48" [style=solid, label="(1, 64, 36, 36)"]; +"246 quantize_per_tensor_48" -> "247 dequantize_per_tensor_49" [style=solid, label="(1, 64, 36, 36)"]; +"247 dequantize_per_tensor_49" -> "253 conv2d_18" [style=solid, label="(1, 64, 36, 36)"]; +"248 scale_updated_constant22" -> "250 mul_tensor_22" [style=solid, label="(12, 1, 1, 1)"]; +"249 compressed_weight_updated_constant22" -> "250 mul_tensor_22" [style=solid, label="(12, 64, 1, 1)"]; +"250 mul_tensor_22" -> "252 sub_tensor_22" [style=solid, label="(12, 64, 1, 1)"]; +"251 zero_point_updated_constant22" -> "252 sub_tensor_22" [style=solid, label="(12, 1, 1, 1)"]; +"252 sub_tensor_22" -> "253 conv2d_18" [style=solid, label="(12, 64, 1, 1)"]; +"253 conv2d_18" -> "254 output" [style=solid, label="(1, 12, 36, 36)"]; } diff --git a/tests/torch2/data/fx/X86InductorQuantizer/mobilenet_v3_small.dot b/tests/torch2/data/fx/X86InductorQuantizer/mobilenet_v3_small.dot index d89ea17c09b..155c7f9e731 100644 --- a/tests/torch2/data/fx/X86InductorQuantizer/mobilenet_v3_small.dot +++ b/tests/torch2/data/fx/X86InductorQuantizer/mobilenet_v3_small.dot @@ -94,456 +94,462 @@ strict digraph { "92 conv2d_7" [id=92, type=conv2d]; "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"]; -"109 conv2d_9" [id=109, type=conv2d]; -"110 relu__4" [id=110, type="relu_"]; -"111 quantize_per_tensor_32" [id=111, type="quantize_per_tensor"]; -"112 dequantize_per_tensor_33" [id=112, type="dequantize_per_tensor"]; -"113 features_3_block_2_0_weight_bias" [id=113, type="get_attr"]; -"114 conv2d_10_scale_0" [id=114, type="get_attr"]; -"115 conv2d_10_zero_point_0" [id=115, type="get_attr"]; -"116 _frozen_param10" [id=116, type="get_attr"]; -"117 dequantize_per_channel_34" [id=117, type="dequantize_per_channel"]; -"118 conv2d_10" [id=118, type=conv2d]; -"119 add_" [id=119, type="add_"]; -"120 quantize_per_tensor_35" [id=120, type="quantize_per_tensor"]; -"121 dequantize_per_tensor_36" [id=121, type="dequantize_per_tensor"]; -"122 features_4_block_0_0_weight_bias" [id=122, type="get_attr"]; -"123 conv2d_11_scale_0" [id=123, type="get_attr"]; -"124 conv2d_11_zero_point_0" [id=124, type="get_attr"]; -"125 _frozen_param11" [id=125, type="get_attr"]; -"126 dequantize_per_channel_37" [id=126, type="dequantize_per_channel"]; -"127 conv2d_11" [id=127, type=conv2d]; -"128 hardswish__1" [id=128, type="hardswish_"]; -"129 quantize_per_tensor_38" [id=129, type="quantize_per_tensor"]; -"130 dequantize_per_tensor_39" [id=130, type="dequantize_per_tensor"]; -"131 features_4_block_1_0_weight_bias" [id=131, type="get_attr"]; -"132 conv2d_12_scale_0" [id=132, type="get_attr"]; -"133 conv2d_12_zero_point_0" [id=133, type="get_attr"]; -"134 _frozen_param12" [id=134, type="get_attr"]; -"135 dequantize_per_channel_40" [id=135, type="dequantize_per_channel"]; -"136 conv2d_12" [id=136, type=conv2d]; -"137 hardswish__2" [id=137, type="hardswish_"]; -"138 quantize_per_tensor_41" [id=138, type="quantize_per_tensor"]; -"139 dequantize_per_tensor_42" [id=139, type="dequantize_per_tensor"]; -"140 adaptive_avg_pool2d_1" [id=140, type="adaptive_avg_pool2d"]; -"141 quantize_per_tensor_43" [id=141, type="quantize_per_tensor"]; -"142 dequantize_per_tensor_44" [id=142, type="dequantize_per_tensor"]; -"143 conv2d_13_scale_0" [id=143, type="get_attr"]; -"144 conv2d_13_zero_point_0" [id=144, type="get_attr"]; -"145 _frozen_param13" [id=145, type="get_attr"]; -"146 dequantize_per_channel_45" [id=146, type="dequantize_per_channel"]; -"147 conv2d_13" [id=147, type=conv2d]; -"148 relu_1" [id=148, type=relu]; -"149 quantize_per_tensor_46" [id=149, type="quantize_per_tensor"]; -"150 dequantize_per_tensor_47" [id=150, type="dequantize_per_tensor"]; -"151 conv2d_14_scale_0" [id=151, type="get_attr"]; -"152 conv2d_14_zero_point_0" [id=152, type="get_attr"]; -"153 _frozen_param14" [id=153, type="get_attr"]; -"154 dequantize_per_channel_48" [id=154, type="dequantize_per_channel"]; -"155 conv2d_14" [id=155, type=conv2d]; -"156 hardsigmoid_1" [id=156, type=hardsigmoid]; -"157 mul_1" [id=157, type=mul]; -"158 quantize_per_tensor_49" [id=158, type="quantize_per_tensor"]; -"159 dequantize_per_tensor_50" [id=159, type="dequantize_per_tensor"]; -"160 features_4_block_3_0_weight_bias" [id=160, type="get_attr"]; -"161 conv2d_15_scale_0" [id=161, type="get_attr"]; -"162 conv2d_15_zero_point_0" [id=162, type="get_attr"]; -"163 _frozen_param15" [id=163, type="get_attr"]; -"164 dequantize_per_channel_51" [id=164, type="dequantize_per_channel"]; -"165 conv2d_15" [id=165, type=conv2d]; -"166 quantize_per_tensor_52" [id=166, type="quantize_per_tensor"]; -"167 dequantize_per_tensor_53" [id=167, type="dequantize_per_tensor"]; -"168 features_5_block_0_0_weight_bias" [id=168, type="get_attr"]; -"169 conv2d_16_scale_0" [id=169, type="get_attr"]; -"170 conv2d_16_zero_point_0" [id=170, type="get_attr"]; -"171 _frozen_param16" [id=171, type="get_attr"]; -"172 dequantize_per_channel_54" [id=172, type="dequantize_per_channel"]; -"173 conv2d_16" [id=173, type=conv2d]; -"174 hardswish__3" [id=174, type="hardswish_"]; -"175 quantize_per_tensor_55" [id=175, type="quantize_per_tensor"]; -"176 dequantize_per_tensor_56" [id=176, type="dequantize_per_tensor"]; -"177 features_5_block_1_0_weight_bias" [id=177, type="get_attr"]; -"178 conv2d_17_scale_0" [id=178, type="get_attr"]; -"179 conv2d_17_zero_point_0" [id=179, type="get_attr"]; -"180 _frozen_param17" [id=180, type="get_attr"]; -"181 dequantize_per_channel_57" [id=181, type="dequantize_per_channel"]; -"182 conv2d_17" [id=182, type=conv2d]; -"183 hardswish__4" [id=183, type="hardswish_"]; -"184 quantize_per_tensor_58" [id=184, type="quantize_per_tensor"]; -"185 dequantize_per_tensor_59" [id=185, type="dequantize_per_tensor"]; -"186 adaptive_avg_pool2d_2" [id=186, type="adaptive_avg_pool2d"]; -"187 quantize_per_tensor_60" [id=187, type="quantize_per_tensor"]; -"188 dequantize_per_tensor_61" [id=188, type="dequantize_per_tensor"]; -"189 conv2d_18_scale_0" [id=189, type="get_attr"]; -"190 conv2d_18_zero_point_0" [id=190, type="get_attr"]; -"191 _frozen_param18" [id=191, type="get_attr"]; -"192 dequantize_per_channel_62" [id=192, type="dequantize_per_channel"]; -"193 conv2d_18" [id=193, type=conv2d]; -"194 relu_2" [id=194, type=relu]; -"195 quantize_per_tensor_63" [id=195, type="quantize_per_tensor"]; -"196 dequantize_per_tensor_64" [id=196, type="dequantize_per_tensor"]; -"197 conv2d_19_scale_0" [id=197, type="get_attr"]; -"198 conv2d_19_zero_point_0" [id=198, type="get_attr"]; -"199 _frozen_param19" [id=199, type="get_attr"]; -"200 dequantize_per_channel_65" [id=200, type="dequantize_per_channel"]; -"201 conv2d_19" [id=201, type=conv2d]; -"202 hardsigmoid_2" [id=202, type=hardsigmoid]; -"203 mul_2" [id=203, type=mul]; -"204 quantize_per_tensor_66" [id=204, type="quantize_per_tensor"]; -"205 dequantize_per_tensor_67" [id=205, type="dequantize_per_tensor"]; -"206 features_5_block_3_0_weight_bias" [id=206, type="get_attr"]; -"207 conv2d_20_scale_0" [id=207, type="get_attr"]; -"208 conv2d_20_zero_point_0" [id=208, type="get_attr"]; -"209 _frozen_param20" [id=209, type="get_attr"]; -"210 dequantize_per_channel_68" [id=210, type="dequantize_per_channel"]; -"211 conv2d_20" [id=211, type=conv2d]; -"212 add__1" [id=212, type="add_"]; -"213 quantize_per_tensor_69" [id=213, type="quantize_per_tensor"]; -"214 dequantize_per_tensor_70" [id=214, type="dequantize_per_tensor"]; -"215 features_6_block_0_0_weight_bias" [id=215, type="get_attr"]; -"216 conv2d_21_scale_0" [id=216, type="get_attr"]; -"217 conv2d_21_zero_point_0" [id=217, type="get_attr"]; -"218 _frozen_param21" [id=218, type="get_attr"]; -"219 dequantize_per_channel_71" [id=219, type="dequantize_per_channel"]; -"220 conv2d_21" [id=220, type=conv2d]; -"221 hardswish__5" [id=221, type="hardswish_"]; -"222 quantize_per_tensor_72" [id=222, type="quantize_per_tensor"]; -"223 dequantize_per_tensor_73" [id=223, type="dequantize_per_tensor"]; -"224 features_6_block_1_0_weight_bias" [id=224, type="get_attr"]; -"225 conv2d_22_scale_0" [id=225, type="get_attr"]; -"226 conv2d_22_zero_point_0" [id=226, type="get_attr"]; -"227 _frozen_param22" [id=227, type="get_attr"]; -"228 dequantize_per_channel_74" [id=228, type="dequantize_per_channel"]; -"229 conv2d_22" [id=229, type=conv2d]; -"230 hardswish__6" [id=230, type="hardswish_"]; -"231 quantize_per_tensor_75" [id=231, type="quantize_per_tensor"]; -"232 dequantize_per_tensor_76" [id=232, type="dequantize_per_tensor"]; -"233 adaptive_avg_pool2d_3" [id=233, type="adaptive_avg_pool2d"]; -"234 quantize_per_tensor_77" [id=234, type="quantize_per_tensor"]; -"235 dequantize_per_tensor_78" [id=235, type="dequantize_per_tensor"]; -"236 conv2d_23_scale_0" [id=236, type="get_attr"]; -"237 conv2d_23_zero_point_0" [id=237, type="get_attr"]; -"238 _frozen_param23" [id=238, type="get_attr"]; -"239 dequantize_per_channel_79" [id=239, type="dequantize_per_channel"]; -"240 conv2d_23" [id=240, type=conv2d]; -"241 relu_3" [id=241, type=relu]; -"242 quantize_per_tensor_80" [id=242, type="quantize_per_tensor"]; -"243 dequantize_per_tensor_81" [id=243, type="dequantize_per_tensor"]; -"244 conv2d_24_scale_0" [id=244, type="get_attr"]; -"245 conv2d_24_zero_point_0" [id=245, type="get_attr"]; -"246 _frozen_param24" [id=246, type="get_attr"]; -"247 dequantize_per_channel_82" [id=247, type="dequantize_per_channel"]; -"248 conv2d_24" [id=248, type=conv2d]; -"249 hardsigmoid_3" [id=249, type=hardsigmoid]; -"250 mul_3" [id=250, type=mul]; -"251 quantize_per_tensor_83" [id=251, type="quantize_per_tensor"]; -"252 dequantize_per_tensor_84" [id=252, type="dequantize_per_tensor"]; -"253 features_6_block_3_0_weight_bias" [id=253, type="get_attr"]; -"254 conv2d_25_scale_0" [id=254, type="get_attr"]; -"255 conv2d_25_zero_point_0" [id=255, type="get_attr"]; -"256 _frozen_param25" [id=256, type="get_attr"]; -"257 dequantize_per_channel_85" [id=257, type="dequantize_per_channel"]; -"258 conv2d_25" [id=258, type=conv2d]; -"259 add__2" [id=259, type="add_"]; -"260 quantize_per_tensor_86" [id=260, type="quantize_per_tensor"]; -"261 dequantize_per_tensor_87" [id=261, type="dequantize_per_tensor"]; -"262 features_7_block_0_0_weight_bias" [id=262, type="get_attr"]; -"263 conv2d_26_scale_0" [id=263, type="get_attr"]; -"264 conv2d_26_zero_point_0" [id=264, type="get_attr"]; -"265 _frozen_param26" [id=265, type="get_attr"]; -"266 dequantize_per_channel_88" [id=266, type="dequantize_per_channel"]; -"267 conv2d_26" [id=267, type=conv2d]; -"268 hardswish__7" [id=268, type="hardswish_"]; -"269 quantize_per_tensor_89" [id=269, type="quantize_per_tensor"]; -"270 dequantize_per_tensor_90" [id=270, type="dequantize_per_tensor"]; -"271 features_7_block_1_0_weight_bias" [id=271, type="get_attr"]; -"272 conv2d_27_scale_0" [id=272, type="get_attr"]; -"273 conv2d_27_zero_point_0" [id=273, type="get_attr"]; -"274 _frozen_param27" [id=274, type="get_attr"]; -"275 dequantize_per_channel_91" [id=275, type="dequantize_per_channel"]; -"276 conv2d_27" [id=276, type=conv2d]; -"277 hardswish__8" [id=277, type="hardswish_"]; -"278 quantize_per_tensor_92" [id=278, type="quantize_per_tensor"]; -"279 dequantize_per_tensor_93" [id=279, type="dequantize_per_tensor"]; -"280 adaptive_avg_pool2d_4" [id=280, type="adaptive_avg_pool2d"]; -"281 quantize_per_tensor_94" [id=281, type="quantize_per_tensor"]; -"282 dequantize_per_tensor_95" [id=282, type="dequantize_per_tensor"]; -"283 conv2d_28_scale_0" [id=283, type="get_attr"]; -"284 conv2d_28_zero_point_0" [id=284, 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+"466 _frozen_param47" [id=466, type="get_attr"]; +"467 dequantize_per_channel_165" [id=467, type="dequantize_per_channel"]; +"468 conv2d_47" [id=468, type=conv2d]; +"469 hardswish__16" [id=469, type="hardswish_"]; +"470 quantize_per_tensor_166" [id=470, type="quantize_per_tensor"]; +"471 dequantize_per_tensor_167" [id=471, type="dequantize_per_tensor"]; +"472 adaptive_avg_pool2d_8" [id=472, type="adaptive_avg_pool2d"]; +"473 quantize_per_tensor_168" [id=473, type="quantize_per_tensor"]; +"474 dequantize_per_tensor_169" [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_170" [id=478, type="dequantize_per_channel"]; +"479 conv2d_48" [id=479, type=conv2d]; +"480 relu_8" [id=480, type=relu]; +"481 quantize_per_tensor_171" [id=481, type="quantize_per_tensor"]; +"482 dequantize_per_tensor_172" [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_173" [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_174" [id=490, type="quantize_per_tensor"]; +"491 dequantize_per_tensor_175" [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_176" [id=496, type="dequantize_per_channel"]; +"497 conv2d_50" [id=497, type=conv2d]; +"498 add__5" [id=498, type="add_"]; +"499 quantize_per_tensor_177" [id=499, type="quantize_per_tensor"]; +"500 dequantize_per_tensor_178" [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_179" [id=505, type="dequantize_per_channel"]; +"506 conv2d_51" [id=506, type=conv2d]; +"507 hardswish__17" [id=507, type="hardswish_"]; +"508 quantize_per_tensor_180" [id=508, type="quantize_per_tensor"]; +"509 dequantize_per_tensor_181" [id=509, type="dequantize_per_tensor"]; +"510 adaptive_avg_pool2d_9" [id=510, type="adaptive_avg_pool2d"]; +"511 quantize_per_tensor_182" [id=511, type="quantize_per_tensor"]; +"512 dequantize_per_tensor_183" [id=512, type="dequantize_per_tensor"]; +"513 flatten" [id=513, type=flatten]; +"514 quantize_per_tensor_184" [id=514, type="quantize_per_tensor"]; +"515 dequantize_per_tensor_185" [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_186" [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_187" [id=523, type="quantize_per_tensor"]; +"524 dequantize_per_tensor_188" [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_189" [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" [style=solid, label="(8,)"]; "1 features_1_block_1_fc2_bias" -> "56 conv2d_3" [style=solid, label="(16,)"]; -"2 features_4_block_2_fc1_bias" -> "147 conv2d_13" [style=solid, label="(24,)"]; -"3 features_4_block_2_fc2_bias" -> "155 conv2d_14" [style=solid, label="(96,)"]; -"4 features_5_block_2_fc1_bias" -> "193 conv2d_18" [style=solid, label="(64,)"]; -"5 features_5_block_2_fc2_bias" -> "201 conv2d_19" [style=solid, label="(240,)"]; -"6 features_6_block_2_fc1_bias" -> "240 conv2d_23" [style=solid, label="(64,)"]; -"7 features_6_block_2_fc2_bias" -> "248 conv2d_24" [style=solid, label="(240,)"]; -"8 features_7_block_2_fc1_bias" -> "287 conv2d_28" [style=solid, label="(32,)"]; -"9 features_7_block_2_fc2_bias" -> "295 conv2d_29" [style=solid, label="(120,)"]; -"10 features_8_block_2_fc1_bias" -> "333 conv2d_33" [style=solid, label="(40,)"]; -"11 features_8_block_2_fc2_bias" -> "341 conv2d_34" [style=solid, label="(144,)"]; -"12 features_9_block_2_fc1_bias" -> "380 conv2d_38" [style=solid, label="(72,)"]; -"13 features_9_block_2_fc2_bias" -> "388 conv2d_39" [style=solid, label="(288,)"]; -"14 features_10_block_2_fc1_bias" -> "426 conv2d_43" [style=solid, label="(144,)"]; -"15 features_10_block_2_fc2_bias" -> "434 conv2d_44" [style=solid, label="(576,)"]; -"16 features_11_block_2_fc1_bias" -> "473 conv2d_48" [style=solid, label="(144,)"]; -"17 features_11_block_2_fc2_bias" -> "481 conv2d_49" [style=solid, label="(576,)"]; -"18 classifier_0_bias" -> "514 linear" [style=solid, label="(1024,)"]; -"19 classifier_3_bias" -> "523 linear_1" [style=solid, label="(1000,)"]; +"2 features_4_block_2_fc1_bias" -> "148 conv2d_13" [style=solid, label="(24,)"]; +"3 features_4_block_2_fc2_bias" -> "156 conv2d_14" [style=solid, label="(96,)"]; +"4 features_5_block_2_fc1_bias" -> "195 conv2d_18" [style=solid, label="(64,)"]; +"5 features_5_block_2_fc2_bias" -> "203 conv2d_19" [style=solid, label="(240,)"]; +"6 features_6_block_2_fc1_bias" -> "243 conv2d_23" [style=solid, label="(64,)"]; +"7 features_6_block_2_fc2_bias" -> "251 conv2d_24" [style=solid, label="(240,)"]; +"8 features_7_block_2_fc1_bias" -> "290 conv2d_28" [style=solid, label="(32,)"]; +"9 features_7_block_2_fc2_bias" -> "298 conv2d_29" [style=solid, label="(120,)"]; +"10 features_8_block_2_fc1_bias" -> "337 conv2d_33" [style=solid, label="(40,)"]; +"11 features_8_block_2_fc2_bias" -> "345 conv2d_34" [style=solid, label="(144,)"]; +"12 features_9_block_2_fc1_bias" -> "384 conv2d_38" [style=solid, label="(72,)"]; +"13 features_9_block_2_fc2_bias" -> "392 conv2d_39" [style=solid, label="(288,)"]; +"14 features_10_block_2_fc1_bias" -> "431 conv2d_43" [style=solid, label="(144,)"]; +"15 features_10_block_2_fc2_bias" -> "439 conv2d_44" [style=solid, label="(576,)"]; +"16 features_11_block_2_fc1_bias" -> "479 conv2d_48" [style=solid, label="(144,)"]; +"17 features_11_block_2_fc2_bias" -> "487 conv2d_49" [style=solid, label="(576,)"]; +"18 classifier_0_bias" -> "520 linear" [style=solid, label="(1024,)"]; +"19 classifier_3_bias" -> "529 linear_1" [style=solid, label="(1000,)"]; "20 x" -> "21 quantize_per_tensor_0" [style=solid, label="(1, 3, 224, 224)"]; "21 quantize_per_tensor_0" -> "22 dequantize_per_tensor_1" [style=solid, label="(1, 3, 224, 224)"]; "22 dequantize_per_tensor_1" -> "28 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -619,448 +625,454 @@ strict digraph { "91 dequantize_per_channel_25" -> "92 conv2d_7" [style=solid, label="(24, 72, 1, 1)"]; "92 conv2d_7" -> "93 quantize_per_tensor_26" [style=solid, label="(1, 24, 28, 28)"]; "93 quantize_per_tensor_26" -> "94 dequantize_per_tensor_27" [style=solid, label="(1, 24, 28, 28)"]; -"94 dequantize_per_tensor_27" -> "100 conv2d_8" [style=solid, label="(1, 24, 28, 28)"]; -"94 dequantize_per_tensor_27" -> "119 add_" [style=solid, label="(1, 24, 28, 28)"]; -"95 features_3_block_0_0_weight_bias" -> "100 conv2d_8" [style=solid, label="(88,)"]; -"96 conv2d_8_scale_0" -> "99 dequantize_per_channel_28" [style=solid, label="(88,)"]; -"97 conv2d_8_zero_point_0" -> "99 dequantize_per_channel_28" [style=solid, label="(88,)"]; -"98 _frozen_param8" -> "99 dequantize_per_channel_28" [style=solid, label="(88, 24, 1, 1)"]; -"99 dequantize_per_channel_28" -> "100 conv2d_8" [style=solid, label="(88, 24, 1, 1)"]; -"100 conv2d_8" -> "101 relu__3" [style=solid, label="(1, 88, 28, 28)"]; -"101 relu__3" -> "102 quantize_per_tensor_29" [style=solid, label="(1, 88, 28, 28)"]; -"102 quantize_per_tensor_29" -> "103 dequantize_per_tensor_30" [style=solid, label="(1, 88, 28, 28)"]; -"103 dequantize_per_tensor_30" -> "109 conv2d_9" [style=solid, label="(1, 88, 28, 28)"]; -"104 features_3_block_1_0_weight_bias" -> "109 conv2d_9" [style=solid, label="(88,)"]; -"105 conv2d_9_scale_0" -> "108 dequantize_per_channel_31" [style=solid, label="(88,)"]; -"106 conv2d_9_zero_point_0" -> "108 dequantize_per_channel_31" [style=solid, label="(88,)"]; -"107 _frozen_param9" -> "108 dequantize_per_channel_31" [style=solid, label="(88, 1, 3, 3)"]; -"108 dequantize_per_channel_31" -> "109 conv2d_9" [style=solid, label="(88, 1, 3, 3)"]; -"109 conv2d_9" -> "110 relu__4" [style=solid, label="(1, 88, 28, 28)"]; -"110 relu__4" -> "111 quantize_per_tensor_32" [style=solid, label="(1, 88, 28, 28)"]; -"111 quantize_per_tensor_32" -> "112 dequantize_per_tensor_33" [style=solid, label="(1, 88, 28, 28)"]; -"112 dequantize_per_tensor_33" -> "118 conv2d_10" [style=solid, label="(1, 88, 28, 28)"]; -"113 features_3_block_2_0_weight_bias" -> "118 conv2d_10" [style=solid, label="(24,)"]; -"114 conv2d_10_scale_0" -> "117 dequantize_per_channel_34" [style=solid, label="(24,)"]; -"115 conv2d_10_zero_point_0" -> "117 dequantize_per_channel_34" [style=solid, label="(24,)"]; -"116 _frozen_param10" -> "117 dequantize_per_channel_34" [style=solid, label="(24, 88, 1, 1)"]; -"117 dequantize_per_channel_34" -> "118 conv2d_10" [style=solid, label="(24, 88, 1, 1)"]; -"118 conv2d_10" -> "119 add_" [style=solid, label="(1, 24, 28, 28)"]; -"119 add_" -> "120 quantize_per_tensor_35" [style=solid, label="(1, 24, 28, 28)"]; -"120 quantize_per_tensor_35" -> "121 dequantize_per_tensor_36" [style=solid, label="(1, 24, 28, 28)"]; -"121 dequantize_per_tensor_36" -> "127 conv2d_11" [style=solid, label="(1, 24, 28, 28)"]; -"122 features_4_block_0_0_weight_bias" -> "127 conv2d_11" [style=solid, label="(96,)"]; -"123 conv2d_11_scale_0" -> "126 dequantize_per_channel_37" [style=solid, label="(96,)"]; -"124 conv2d_11_zero_point_0" -> "126 dequantize_per_channel_37" [style=solid, label="(96,)"]; -"125 _frozen_param11" -> "126 dequantize_per_channel_37" [style=solid, label="(96, 24, 1, 1)"]; -"126 dequantize_per_channel_37" -> "127 conv2d_11" [style=solid, label="(96, 24, 1, 1)"]; -"127 conv2d_11" -> "128 hardswish__1" [style=solid, label="(1, 96, 28, 28)"]; -"128 hardswish__1" -> "129 quantize_per_tensor_38" [style=solid, label="(1, 96, 28, 28)"]; -"129 quantize_per_tensor_38" -> "130 dequantize_per_tensor_39" [style=solid, label="(1, 96, 28, 28)"]; -"130 dequantize_per_tensor_39" -> "136 conv2d_12" [style=solid, label="(1, 96, 28, 28)"]; -"131 features_4_block_1_0_weight_bias" -> "136 conv2d_12" [style=solid, label="(96,)"]; -"132 conv2d_12_scale_0" -> "135 dequantize_per_channel_40" [style=solid, label="(96,)"]; -"133 conv2d_12_zero_point_0" -> "135 dequantize_per_channel_40" [style=solid, label="(96,)"]; -"134 _frozen_param12" -> "135 dequantize_per_channel_40" [style=solid, label="(96, 1, 5, 5)"]; -"135 dequantize_per_channel_40" -> "136 conv2d_12" [style=solid, label="(96, 1, 5, 5)"]; -"136 conv2d_12" -> "137 hardswish__2" [style=solid, label="(1, 96, 14, 14)"]; -"137 hardswish__2" -> "138 quantize_per_tensor_41" [style=solid, label="(1, 96, 14, 14)"]; -"137 hardswish__2" -> "157 mul_1" [style=solid, label="(1, 96, 14, 14)"]; -"138 quantize_per_tensor_41" -> "139 dequantize_per_tensor_42" [style=solid, label="(1, 96, 14, 14)"]; -"139 dequantize_per_tensor_42" -> "140 adaptive_avg_pool2d_1" [style=solid, label="(1, 96, 14, 14)"]; -"140 adaptive_avg_pool2d_1" -> "141 quantize_per_tensor_43" [style=solid, label="(1, 96, 1, 1)"]; -"141 quantize_per_tensor_43" -> "142 dequantize_per_tensor_44" [style=solid, label="(1, 96, 1, 1)"]; -"142 dequantize_per_tensor_44" -> "147 conv2d_13" [style=solid, label="(1, 96, 1, 1)"]; -"143 conv2d_13_scale_0" -> "146 dequantize_per_channel_45" [style=solid, label="(24,)"]; -"144 conv2d_13_zero_point_0" -> "146 dequantize_per_channel_45" [style=solid, label="(24,)"]; -"145 _frozen_param13" -> "146 dequantize_per_channel_45" [style=solid, label="(24, 96, 1, 1)"]; -"146 dequantize_per_channel_45" -> "147 conv2d_13" [style=solid, label="(24, 96, 1, 1)"]; -"147 conv2d_13" -> "148 relu_1" [style=solid, label="(1, 24, 1, 1)"]; -"148 relu_1" -> "149 quantize_per_tensor_46" [style=solid, label="(1, 24, 1, 1)"]; -"149 quantize_per_tensor_46" -> "150 dequantize_per_tensor_47" [style=solid, label="(1, 24, 1, 1)"]; -"150 dequantize_per_tensor_47" -> "155 conv2d_14" [style=solid, label="(1, 24, 1, 1)"]; -"151 conv2d_14_scale_0" -> "154 dequantize_per_channel_48" [style=solid, label="(96,)"]; -"152 conv2d_14_zero_point_0" -> "154 dequantize_per_channel_48" [style=solid, label="(96,)"]; -"153 _frozen_param14" -> "154 dequantize_per_channel_48" [style=solid, label="(96, 24, 1, 1)"]; -"154 dequantize_per_channel_48" -> "155 conv2d_14" [style=solid, label="(96, 24, 1, 1)"]; -"155 conv2d_14" -> "156 hardsigmoid_1" [style=solid, label="(1, 96, 1, 1)"]; -"156 hardsigmoid_1" -> "157 mul_1" [style=solid, label="(1, 96, 1, 1)"]; -"157 mul_1" -> "158 quantize_per_tensor_49" [style=solid, label="(1, 96, 14, 14)"]; -"158 quantize_per_tensor_49" -> "159 dequantize_per_tensor_50" [style=solid, label="(1, 96, 14, 14)"]; -"159 dequantize_per_tensor_50" -> "165 conv2d_15" [style=solid, label="(1, 96, 14, 14)"]; -"160 features_4_block_3_0_weight_bias" -> "165 conv2d_15" [style=solid, label="(40,)"]; -"161 conv2d_15_scale_0" -> "164 dequantize_per_channel_51" [style=solid, label="(40,)"]; -"162 conv2d_15_zero_point_0" -> "164 dequantize_per_channel_51" [style=solid, label="(40,)"]; -"163 _frozen_param15" -> "164 dequantize_per_channel_51" [style=solid, label="(40, 96, 1, 1)"]; -"164 dequantize_per_channel_51" -> "165 conv2d_15" [style=solid, label="(40, 96, 1, 1)"]; -"165 conv2d_15" -> "166 quantize_per_tensor_52" [style=solid, label="(1, 40, 14, 14)"]; -"166 quantize_per_tensor_52" -> "167 dequantize_per_tensor_53" [style=solid, label="(1, 40, 14, 14)"]; -"167 dequantize_per_tensor_53" -> "173 conv2d_16" [style=solid, label="(1, 40, 14, 14)"]; -"167 dequantize_per_tensor_53" -> "212 add__1" [style=solid, label="(1, 40, 14, 14)"]; -"168 features_5_block_0_0_weight_bias" -> "173 conv2d_16" [style=solid, label="(240,)"]; -"169 conv2d_16_scale_0" -> "172 dequantize_per_channel_54" [style=solid, label="(240,)"]; -"170 conv2d_16_zero_point_0" -> "172 dequantize_per_channel_54" [style=solid, label="(240,)"]; -"171 _frozen_param16" -> "172 dequantize_per_channel_54" [style=solid, label="(240, 40, 1, 1)"]; -"172 dequantize_per_channel_54" -> "173 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[style=solid, label="(1, 96, 7, 7)"]; +"452 dequantize_per_tensor_160" -> "459 conv2d_46" [style=solid, label="(1, 96, 7, 7)"]; +"453 dequantize_per_tensor_161" -> "498 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"454 features_11_block_0_0_weight_bias" -> "459 conv2d_46" [style=solid, label="(576,)"]; +"455 conv2d_46_scale_0" -> "458 dequantize_per_channel_162" [style=solid, label="(576,)"]; +"456 conv2d_46_zero_point_0" -> "458 dequantize_per_channel_162" [style=solid, label="(576,)"]; +"457 _frozen_param46" -> "458 dequantize_per_channel_162" [style=solid, label="(576, 96, 1, 1)"]; +"458 dequantize_per_channel_162" -> "459 conv2d_46" [style=solid, label="(576, 96, 1, 1)"]; +"459 conv2d_46" -> "460 hardswish__15" [style=solid, label="(1, 576, 7, 7)"]; +"460 hardswish__15" -> "461 quantize_per_tensor_163" [style=solid, label="(1, 576, 7, 7)"]; +"461 quantize_per_tensor_163" -> "462 dequantize_per_tensor_164" [style=solid, label="(1, 576, 7, 7)"]; +"462 dequantize_per_tensor_164" -> "468 conv2d_47" [style=solid, label="(1, 576, 7, 7)"]; +"463 features_11_block_1_0_weight_bias" -> "468 conv2d_47" [style=solid, label="(576,)"]; +"464 conv2d_47_scale_0" -> "467 dequantize_per_channel_165" [style=solid, label="(576,)"]; +"465 conv2d_47_zero_point_0" -> "467 dequantize_per_channel_165" [style=solid, label="(576,)"]; +"466 _frozen_param47" -> "467 dequantize_per_channel_165" [style=solid, label="(576, 1, 5, 5)"]; +"467 dequantize_per_channel_165" -> "468 conv2d_47" [style=solid, label="(576, 1, 5, 5)"]; +"468 conv2d_47" -> "469 hardswish__16" [style=solid, label="(1, 576, 7, 7)"]; +"469 hardswish__16" -> "470 quantize_per_tensor_166" [style=solid, label="(1, 576, 7, 7)"]; +"469 hardswish__16" -> "489 mul_8" [style=solid, label="(1, 576, 7, 7)"]; +"470 quantize_per_tensor_166" -> "471 dequantize_per_tensor_167" [style=solid, label="(1, 576, 7, 7)"]; +"471 dequantize_per_tensor_167" -> "472 adaptive_avg_pool2d_8" [style=solid, label="(1, 576, 7, 7)"]; +"472 adaptive_avg_pool2d_8" -> "473 quantize_per_tensor_168" [style=solid, label="(1, 576, 1, 1)"]; +"473 quantize_per_tensor_168" -> "474 dequantize_per_tensor_169" [style=solid, label="(1, 576, 1, 1)"]; +"474 dequantize_per_tensor_169" -> "479 conv2d_48" [style=solid, label="(1, 576, 1, 1)"]; +"475 conv2d_48_scale_0" -> "478 dequantize_per_channel_170" [style=solid, label="(144,)"]; +"476 conv2d_48_zero_point_0" -> "478 dequantize_per_channel_170" [style=solid, label="(144,)"]; +"477 _frozen_param48" -> "478 dequantize_per_channel_170" [style=solid, label="(144, 576, 1, 1)"]; +"478 dequantize_per_channel_170" -> "479 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; +"479 conv2d_48" -> "480 relu_8" [style=solid, label="(1, 144, 1, 1)"]; +"480 relu_8" -> "481 quantize_per_tensor_171" [style=solid, label="(1, 144, 1, 1)"]; +"481 quantize_per_tensor_171" -> "482 dequantize_per_tensor_172" [style=solid, label="(1, 144, 1, 1)"]; +"482 dequantize_per_tensor_172" -> "487 conv2d_49" [style=solid, label="(1, 144, 1, 1)"]; +"483 conv2d_49_scale_0" -> "486 dequantize_per_channel_173" [style=solid, label="(576,)"]; +"484 conv2d_49_zero_point_0" -> "486 dequantize_per_channel_173" [style=solid, label="(576,)"]; +"485 _frozen_param49" -> "486 dequantize_per_channel_173" [style=solid, label="(576, 144, 1, 1)"]; +"486 dequantize_per_channel_173" -> "487 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; +"487 conv2d_49" -> "488 hardsigmoid_8" [style=solid, label="(1, 576, 1, 1)"]; +"488 hardsigmoid_8" -> "489 mul_8" [style=solid, label="(1, 576, 1, 1)"]; +"489 mul_8" -> "490 quantize_per_tensor_174" [style=solid, label="(1, 576, 7, 7)"]; +"490 quantize_per_tensor_174" -> "491 dequantize_per_tensor_175" [style=solid, label="(1, 576, 7, 7)"]; +"491 dequantize_per_tensor_175" -> "497 conv2d_50" [style=solid, label="(1, 576, 7, 7)"]; +"492 features_11_block_3_0_weight_bias" -> "497 conv2d_50" [style=solid, label="(96,)"]; +"493 conv2d_50_scale_0" -> "496 dequantize_per_channel_176" [style=solid, label="(96,)"]; +"494 conv2d_50_zero_point_0" -> "496 dequantize_per_channel_176" [style=solid, label="(96,)"]; +"495 _frozen_param50" -> "496 dequantize_per_channel_176" [style=solid, label="(96, 576, 1, 1)"]; +"496 dequantize_per_channel_176" -> "497 conv2d_50" [style=solid, label="(96, 576, 1, 1)"]; +"497 conv2d_50" -> "498 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"498 add__5" -> "499 quantize_per_tensor_177" [style=solid, label="(1, 96, 7, 7)"]; +"499 quantize_per_tensor_177" -> "500 dequantize_per_tensor_178" [style=solid, label="(1, 96, 7, 7)"]; +"500 dequantize_per_tensor_178" -> "506 conv2d_51" [style=solid, label="(1, 96, 7, 7)"]; +"501 features_12_0_weight_bias" -> "506 conv2d_51" [style=solid, label="(576,)"]; +"502 conv2d_51_scale_0" -> "505 dequantize_per_channel_179" [style=solid, label="(576,)"]; +"503 conv2d_51_zero_point_0" -> "505 dequantize_per_channel_179" [style=solid, label="(576,)"]; +"504 _frozen_param51" -> "505 dequantize_per_channel_179" [style=solid, label="(576, 96, 1, 1)"]; +"505 dequantize_per_channel_179" -> "506 conv2d_51" [style=solid, label="(576, 96, 1, 1)"]; +"506 conv2d_51" -> "507 hardswish__17" [style=solid, label="(1, 576, 7, 7)"]; +"507 hardswish__17" -> "508 quantize_per_tensor_180" [style=solid, label="(1, 576, 7, 7)"]; +"508 quantize_per_tensor_180" -> "509 dequantize_per_tensor_181" [style=solid, label="(1, 576, 7, 7)"]; +"509 dequantize_per_tensor_181" -> "510 adaptive_avg_pool2d_9" [style=solid, label="(1, 576, 7, 7)"]; +"510 adaptive_avg_pool2d_9" -> "511 quantize_per_tensor_182" [style=solid, label="(1, 576, 1, 1)"]; +"511 quantize_per_tensor_182" -> "512 dequantize_per_tensor_183" [style=solid, label="(1, 576, 1, 1)"]; +"512 dequantize_per_tensor_183" -> "513 flatten" [style=solid, label="(1, 576, 1, 1)"]; +"513 flatten" -> "514 quantize_per_tensor_184" [style=solid, label="(1, 576)"]; +"514 quantize_per_tensor_184" -> "515 dequantize_per_tensor_185" [style=solid, label="(1, 576)"]; +"515 dequantize_per_tensor_185" -> "520 linear" [style=solid, label="(1, 576)"]; +"516 linear_scale_0" -> "519 dequantize_per_channel_186" [style=solid, label="(1024,)"]; +"517 linear_zero_point_0" -> "519 dequantize_per_channel_186" [style=solid, label="(1024,)"]; +"518 _frozen_param52" -> "519 dequantize_per_channel_186" [style=solid, label="(1024, 576)"]; +"519 dequantize_per_channel_186" -> "520 linear" [style=solid, label="(1024, 576)"]; +"520 linear" -> "521 hardswish__18" [style=solid, label="(1, 1024)"]; +"521 hardswish__18" -> "522 dropout_" [style=solid, label="(1, 1024)"]; +"522 dropout_" -> "523 quantize_per_tensor_187" [style=solid, label="(1, 1024)"]; +"523 quantize_per_tensor_187" -> "524 dequantize_per_tensor_188" [style=solid, label="(1, 1024)"]; +"524 dequantize_per_tensor_188" -> "529 linear_1" [style=solid, label="(1, 1024)"]; +"525 linear_1_scale_0" -> "528 dequantize_per_channel_189" [style=solid, label="(1000,)"]; +"526 linear_1_zero_point_0" -> "528 dequantize_per_channel_189" [style=solid, label="(1000,)"]; +"527 _frozen_param53" -> "528 dequantize_per_channel_189" [style=solid, label="(1000, 1024)"]; +"528 dequantize_per_channel_189" -> "529 linear_1" [style=solid, label="(1000, 1024)"]; +"529 linear_1" -> "530 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/X86InductorQuantizer/resnet18.dot b/tests/torch2/data/fx/X86InductorQuantizer/resnet18.dot index 1beff554b96..71069c257bc 100644 --- a/tests/torch2/data/fx/X86InductorQuantizer/resnet18.dot +++ b/tests/torch2/data/fx/X86InductorQuantizer/resnet18.dot @@ -15,195 +15,203 @@ strict digraph { "13 max_pool2d" [id=13, type="max_pool2d"]; "14 quantize_per_tensor_5" [id=14, type="quantize_per_tensor"]; "15 dequantize_per_tensor_6" [id=15, type="dequantize_per_tensor"]; -"16 layer1_0_conv1_weight_bias" [id=16, type="get_attr"]; -"17 conv2d_1_scale_0" [id=17, type="get_attr"]; -"18 conv2d_1_zero_point_0" [id=18, type="get_attr"]; -"19 _frozen_param1" [id=19, type="get_attr"]; -"20 dequantize_per_channel_7" [id=20, type="dequantize_per_channel"]; -"21 conv2d_1" [id=21, type=conv2d]; -"22 relu__1" [id=22, type="relu_"]; -"23 quantize_per_tensor_8" [id=23, type="quantize_per_tensor"]; -"24 dequantize_per_tensor_9" [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 _frozen_param2" [id=28, type="get_attr"]; -"29 dequantize_per_channel_10" [id=29, type="dequantize_per_channel"]; -"30 conv2d_2" [id=30, type=conv2d]; -"31 add_" [id=31, type="add_"]; -"32 relu__2" [id=32, type="relu_"]; -"33 quantize_per_tensor_11" [id=33, type="quantize_per_tensor"]; -"34 dequantize_per_tensor_12" [id=34, type="dequantize_per_tensor"]; -"35 layer1_1_conv1_weight_bias" [id=35, type="get_attr"]; -"36 conv2d_3_scale_0" [id=36, type="get_attr"]; -"37 conv2d_3_zero_point_0" [id=37, type="get_attr"]; -"38 _frozen_param3" [id=38, type="get_attr"]; -"39 dequantize_per_channel_13" [id=39, type="dequantize_per_channel"]; -"40 conv2d_3" [id=40, type=conv2d]; -"41 relu__3" [id=41, type="relu_"]; -"42 quantize_per_tensor_14" [id=42, type="quantize_per_tensor"]; -"43 dequantize_per_tensor_15" [id=43, type="dequantize_per_tensor"]; -"44 layer1_1_conv2_weight_bias" [id=44, type="get_attr"]; -"45 conv2d_4_scale_0" [id=45, type="get_attr"]; -"46 conv2d_4_zero_point_0" [id=46, type="get_attr"]; -"47 _frozen_param4" [id=47, type="get_attr"]; -"48 dequantize_per_channel_16" [id=48, type="dequantize_per_channel"]; -"49 conv2d_4" [id=49, type=conv2d]; -"50 add__1" [id=50, type="add_"]; -"51 relu__4" [id=51, type="relu_"]; -"52 quantize_per_tensor_17" [id=52, type="quantize_per_tensor"]; -"53 dequantize_per_tensor_18" [id=53, type="dequantize_per_tensor"]; -"54 layer2_0_conv1_weight_bias" [id=54, type="get_attr"]; -"55 conv2d_5_scale_0" [id=55, type="get_attr"]; -"56 conv2d_5_zero_point_0" [id=56, type="get_attr"]; -"57 _frozen_param5" [id=57, type="get_attr"]; -"58 dequantize_per_channel_19" [id=58, type="dequantize_per_channel"]; -"59 conv2d_5" [id=59, type=conv2d]; -"60 relu__5" [id=60, type="relu_"]; -"61 quantize_per_tensor_20" [id=61, type="quantize_per_tensor"]; -"62 dequantize_per_tensor_21" [id=62, type="dequantize_per_tensor"]; -"63 layer2_0_conv2_weight_bias" [id=63, type="get_attr"]; -"64 conv2d_6_scale_0" [id=64, type="get_attr"]; -"65 conv2d_6_zero_point_0" [id=65, type="get_attr"]; -"66 _frozen_param6" [id=66, type="get_attr"]; -"67 dequantize_per_channel_22" [id=67, type="dequantize_per_channel"]; -"68 conv2d_6" [id=68, type=conv2d]; -"69 layer2_0_downsample_0_weight_bias" [id=69, type="get_attr"]; -"70 conv2d_7_scale_0" [id=70, type="get_attr"]; -"71 conv2d_7_zero_point_0" [id=71, type="get_attr"]; -"72 _frozen_param7" [id=72, type="get_attr"]; -"73 dequantize_per_channel_23" [id=73, type="dequantize_per_channel"]; -"74 conv2d_7" [id=74, type=conv2d]; -"75 quantize_per_tensor_24" [id=75, type="quantize_per_tensor"]; -"76 dequantize_per_tensor_25" [id=76, type="dequantize_per_tensor"]; -"77 add__2" [id=77, type="add_"]; -"78 relu__6" [id=78, type="relu_"]; -"79 quantize_per_tensor_26" [id=79, type="quantize_per_tensor"]; -"80 dequantize_per_tensor_27" [id=80, type="dequantize_per_tensor"]; -"81 layer2_1_conv1_weight_bias" [id=81, type="get_attr"]; -"82 conv2d_8_scale_0" [id=82, type="get_attr"]; -"83 conv2d_8_zero_point_0" [id=83, type="get_attr"]; -"84 _frozen_param8" [id=84, type="get_attr"]; -"85 dequantize_per_channel_28" [id=85, type="dequantize_per_channel"]; -"86 conv2d_8" [id=86, type=conv2d]; -"87 relu__7" [id=87, type="relu_"]; -"88 quantize_per_tensor_29" [id=88, type="quantize_per_tensor"]; -"89 dequantize_per_tensor_30" [id=89, type="dequantize_per_tensor"]; -"90 layer2_1_conv2_weight_bias" [id=90, type="get_attr"]; -"91 conv2d_9_scale_0" [id=91, type="get_attr"]; -"92 conv2d_9_zero_point_0" [id=92, type="get_attr"]; -"93 _frozen_param9" [id=93, type="get_attr"]; -"94 dequantize_per_channel_31" [id=94, type="dequantize_per_channel"]; -"95 conv2d_9" [id=95, type=conv2d]; -"96 add__3" [id=96, type="add_"]; -"97 relu__8" [id=97, type="relu_"]; -"98 quantize_per_tensor_32" [id=98, type="quantize_per_tensor"]; -"99 dequantize_per_tensor_33" [id=99, type="dequantize_per_tensor"]; -"100 layer3_0_conv1_weight_bias" [id=100, type="get_attr"]; -"101 conv2d_10_scale_0" [id=101, type="get_attr"]; -"102 conv2d_10_zero_point_0" [id=102, type="get_attr"]; -"103 _frozen_param10" [id=103, type="get_attr"]; -"104 dequantize_per_channel_34" [id=104, type="dequantize_per_channel"]; -"105 conv2d_10" [id=105, type=conv2d]; -"106 relu__9" [id=106, type="relu_"]; -"107 quantize_per_tensor_35" [id=107, type="quantize_per_tensor"]; -"108 dequantize_per_tensor_36" [id=108, type="dequantize_per_tensor"]; -"109 layer3_0_conv2_weight_bias" [id=109, type="get_attr"]; -"110 conv2d_11_scale_0" [id=110, type="get_attr"]; -"111 conv2d_11_zero_point_0" [id=111, type="get_attr"]; -"112 _frozen_param11" [id=112, type="get_attr"]; -"113 dequantize_per_channel_37" [id=113, type="dequantize_per_channel"]; -"114 conv2d_11" [id=114, type=conv2d]; -"115 layer3_0_downsample_0_weight_bias" [id=115, type="get_attr"]; -"116 conv2d_12_scale_0" [id=116, type="get_attr"]; -"117 conv2d_12_zero_point_0" [id=117, type="get_attr"]; -"118 _frozen_param12" [id=118, type="get_attr"]; -"119 dequantize_per_channel_38" [id=119, type="dequantize_per_channel"]; -"120 conv2d_12" [id=120, type=conv2d]; -"121 quantize_per_tensor_39" [id=121, type="quantize_per_tensor"]; -"122 dequantize_per_tensor_40" [id=122, type="dequantize_per_tensor"]; -"123 add__4" [id=123, type="add_"]; -"124 relu__10" [id=124, type="relu_"]; -"125 quantize_per_tensor_41" [id=125, type="quantize_per_tensor"]; -"126 dequantize_per_tensor_42" [id=126, type="dequantize_per_tensor"]; -"127 layer3_1_conv1_weight_bias" [id=127, type="get_attr"]; -"128 conv2d_13_scale_0" [id=128, type="get_attr"]; -"129 conv2d_13_zero_point_0" [id=129, type="get_attr"]; -"130 _frozen_param13" [id=130, type="get_attr"]; -"131 dequantize_per_channel_43" [id=131, type="dequantize_per_channel"]; -"132 conv2d_13" [id=132, type=conv2d]; -"133 relu__11" [id=133, type="relu_"]; -"134 quantize_per_tensor_44" [id=134, type="quantize_per_tensor"]; -"135 dequantize_per_tensor_45" [id=135, type="dequantize_per_tensor"]; -"136 layer3_1_conv2_weight_bias" [id=136, type="get_attr"]; -"137 conv2d_14_scale_0" [id=137, type="get_attr"]; -"138 conv2d_14_zero_point_0" [id=138, type="get_attr"]; -"139 _frozen_param14" [id=139, type="get_attr"]; -"140 dequantize_per_channel_46" [id=140, type="dequantize_per_channel"]; -"141 conv2d_14" [id=141, type=conv2d]; -"142 add__5" [id=142, type="add_"]; -"143 relu__12" [id=143, type="relu_"]; -"144 quantize_per_tensor_47" [id=144, type="quantize_per_tensor"]; -"145 dequantize_per_tensor_48" [id=145, type="dequantize_per_tensor"]; -"146 layer4_0_conv1_weight_bias" [id=146, type="get_attr"]; -"147 conv2d_15_scale_0" [id=147, type="get_attr"]; -"148 conv2d_15_zero_point_0" [id=148, type="get_attr"]; -"149 _frozen_param15" [id=149, type="get_attr"]; -"150 dequantize_per_channel_49" [id=150, type="dequantize_per_channel"]; -"151 conv2d_15" [id=151, type=conv2d]; -"152 relu__13" [id=152, type="relu_"]; -"153 quantize_per_tensor_50" [id=153, type="quantize_per_tensor"]; -"154 dequantize_per_tensor_51" [id=154, type="dequantize_per_tensor"]; -"155 layer4_0_conv2_weight_bias" [id=155, type="get_attr"]; -"156 conv2d_16_scale_0" [id=156, type="get_attr"]; -"157 conv2d_16_zero_point_0" [id=157, type="get_attr"]; -"158 _frozen_param16" [id=158, type="get_attr"]; -"159 dequantize_per_channel_52" [id=159, type="dequantize_per_channel"]; -"160 conv2d_16" [id=160, type=conv2d]; -"161 layer4_0_downsample_0_weight_bias" [id=161, type="get_attr"]; -"162 conv2d_17_scale_0" [id=162, type="get_attr"]; -"163 conv2d_17_zero_point_0" [id=163, type="get_attr"]; -"164 _frozen_param17" [id=164, type="get_attr"]; -"165 dequantize_per_channel_53" [id=165, type="dequantize_per_channel"]; -"166 conv2d_17" [id=166, type=conv2d]; -"167 quantize_per_tensor_54" [id=167, type="quantize_per_tensor"]; -"168 dequantize_per_tensor_55" [id=168, type="dequantize_per_tensor"]; -"169 add__6" [id=169, type="add_"]; -"170 relu__14" [id=170, type="relu_"]; -"171 quantize_per_tensor_56" [id=171, type="quantize_per_tensor"]; -"172 dequantize_per_tensor_57" [id=172, type="dequantize_per_tensor"]; -"173 layer4_1_conv1_weight_bias" [id=173, type="get_attr"]; -"174 conv2d_18_scale_0" [id=174, type="get_attr"]; -"175 conv2d_18_zero_point_0" [id=175, type="get_attr"]; -"176 _frozen_param18" [id=176, type="get_attr"]; -"177 dequantize_per_channel_58" [id=177, type="dequantize_per_channel"]; -"178 conv2d_18" [id=178, type=conv2d]; -"179 relu__15" [id=179, type="relu_"]; -"180 quantize_per_tensor_59" [id=180, type="quantize_per_tensor"]; -"181 dequantize_per_tensor_60" [id=181, type="dequantize_per_tensor"]; -"182 layer4_1_conv2_weight_bias" [id=182, type="get_attr"]; -"183 conv2d_19_scale_0" [id=183, type="get_attr"]; -"184 conv2d_19_zero_point_0" [id=184, type="get_attr"]; -"185 _frozen_param19" [id=185, type="get_attr"]; -"186 dequantize_per_channel_61" [id=186, type="dequantize_per_channel"]; -"187 conv2d_19" [id=187, type=conv2d]; -"188 add__7" [id=188, type="add_"]; -"189 relu__16" [id=189, type="relu_"]; -"190 quantize_per_tensor_62" [id=190, type="quantize_per_tensor"]; -"191 dequantize_per_tensor_63" [id=191, type="dequantize_per_tensor"]; -"192 adaptive_avg_pool2d" [id=192, type="adaptive_avg_pool2d"]; -"193 quantize_per_tensor_64" [id=193, type="quantize_per_tensor"]; -"194 dequantize_per_tensor_65" [id=194, type="dequantize_per_tensor"]; -"195 flatten" [id=195, type=flatten]; -"196 quantize_per_tensor_66" [id=196, type="quantize_per_tensor"]; -"197 dequantize_per_tensor_67" [id=197, type="dequantize_per_tensor"]; -"198 linear_scale_0" [id=198, type="get_attr"]; -"199 linear_zero_point_0" [id=199, type="get_attr"]; -"200 _frozen_param20" [id=200, type="get_attr"]; -"201 dequantize_per_channel_68" [id=201, type="dequantize_per_channel"]; -"202 linear" [id=202, type=linear]; -"203 output" [id=203, type=output]; -"0 fc_bias" -> "202 linear" [style=solid, label="(1000,)"]; +"16 dequantize_per_tensor_7" [id=16, type="dequantize_per_tensor"]; +"17 layer1_0_conv1_weight_bias" [id=17, type="get_attr"]; +"18 conv2d_1_scale_0" [id=18, type="get_attr"]; +"19 conv2d_1_zero_point_0" [id=19, type="get_attr"]; +"20 _frozen_param1" [id=20, type="get_attr"]; +"21 dequantize_per_channel_8" [id=21, type="dequantize_per_channel"]; +"22 conv2d_1" [id=22, type=conv2d]; +"23 relu__1" [id=23, type="relu_"]; +"24 quantize_per_tensor_9" [id=24, type="quantize_per_tensor"]; +"25 dequantize_per_tensor_10" [id=25, type="dequantize_per_tensor"]; +"26 layer1_0_conv2_weight_bias" [id=26, type="get_attr"]; +"27 conv2d_2_scale_0" [id=27, type="get_attr"]; +"28 conv2d_2_zero_point_0" [id=28, type="get_attr"]; +"29 _frozen_param2" [id=29, type="get_attr"]; +"30 dequantize_per_channel_11" [id=30, type="dequantize_per_channel"]; +"31 conv2d_2" [id=31, type=conv2d]; +"32 add_" [id=32, type="add_"]; +"33 relu__2" [id=33, type="relu_"]; +"34 quantize_per_tensor_12" [id=34, type="quantize_per_tensor"]; +"35 dequantize_per_tensor_13" [id=35, type="dequantize_per_tensor"]; +"36 dequantize_per_tensor_14" [id=36, type="dequantize_per_tensor"]; +"37 layer1_1_conv1_weight_bias" [id=37, type="get_attr"]; +"38 conv2d_3_scale_0" [id=38, type="get_attr"]; +"39 conv2d_3_zero_point_0" [id=39, type="get_attr"]; +"40 _frozen_param3" [id=40, type="get_attr"]; +"41 dequantize_per_channel_15" [id=41, type="dequantize_per_channel"]; +"42 conv2d_3" [id=42, type=conv2d]; +"43 relu__3" [id=43, type="relu_"]; +"44 quantize_per_tensor_16" [id=44, type="quantize_per_tensor"]; +"45 dequantize_per_tensor_17" [id=45, type="dequantize_per_tensor"]; +"46 layer1_1_conv2_weight_bias" [id=46, type="get_attr"]; +"47 conv2d_4_scale_0" [id=47, type="get_attr"]; +"48 conv2d_4_zero_point_0" [id=48, type="get_attr"]; +"49 _frozen_param4" [id=49, type="get_attr"]; +"50 dequantize_per_channel_18" [id=50, type="dequantize_per_channel"]; +"51 conv2d_4" [id=51, type=conv2d]; +"52 add__1" [id=52, type="add_"]; +"53 relu__4" [id=53, type="relu_"]; +"54 quantize_per_tensor_19" [id=54, type="quantize_per_tensor"]; +"55 dequantize_per_tensor_20" [id=55, type="dequantize_per_tensor"]; +"56 dequantize_per_tensor_21" [id=56, type="dequantize_per_tensor"]; +"57 layer2_0_conv1_weight_bias" [id=57, type="get_attr"]; +"58 conv2d_5_scale_0" [id=58, type="get_attr"]; +"59 conv2d_5_zero_point_0" [id=59, type="get_attr"]; +"60 _frozen_param5" [id=60, type="get_attr"]; +"61 dequantize_per_channel_22" [id=61, type="dequantize_per_channel"]; +"62 conv2d_5" [id=62, type=conv2d]; +"63 relu__5" [id=63, type="relu_"]; +"64 quantize_per_tensor_23" [id=64, type="quantize_per_tensor"]; +"65 dequantize_per_tensor_24" [id=65, type="dequantize_per_tensor"]; +"66 layer2_0_conv2_weight_bias" [id=66, type="get_attr"]; +"67 conv2d_6_scale_0" [id=67, type="get_attr"]; +"68 conv2d_6_zero_point_0" [id=68, type="get_attr"]; +"69 _frozen_param6" [id=69, type="get_attr"]; +"70 dequantize_per_channel_25" [id=70, type="dequantize_per_channel"]; +"71 conv2d_6" [id=71, type=conv2d]; +"72 layer2_0_downsample_0_weight_bias" [id=72, type="get_attr"]; +"73 conv2d_7_scale_0" [id=73, type="get_attr"]; +"74 conv2d_7_zero_point_0" [id=74, type="get_attr"]; +"75 _frozen_param7" [id=75, type="get_attr"]; +"76 dequantize_per_channel_26" [id=76, type="dequantize_per_channel"]; +"77 conv2d_7" [id=77, type=conv2d]; +"78 quantize_per_tensor_27" [id=78, type="quantize_per_tensor"]; +"79 dequantize_per_tensor_28" [id=79, type="dequantize_per_tensor"]; +"80 add__2" [id=80, type="add_"]; +"81 relu__6" [id=81, type="relu_"]; +"82 quantize_per_tensor_29" [id=82, type="quantize_per_tensor"]; +"83 dequantize_per_tensor_30" [id=83, type="dequantize_per_tensor"]; +"84 dequantize_per_tensor_31" [id=84, type="dequantize_per_tensor"]; +"85 layer2_1_conv1_weight_bias" [id=85, type="get_attr"]; +"86 conv2d_8_scale_0" [id=86, type="get_attr"]; +"87 conv2d_8_zero_point_0" [id=87, type="get_attr"]; +"88 _frozen_param8" [id=88, type="get_attr"]; +"89 dequantize_per_channel_32" [id=89, type="dequantize_per_channel"]; +"90 conv2d_8" [id=90, type=conv2d]; +"91 relu__7" [id=91, type="relu_"]; +"92 quantize_per_tensor_33" [id=92, type="quantize_per_tensor"]; +"93 dequantize_per_tensor_34" [id=93, type="dequantize_per_tensor"]; +"94 layer2_1_conv2_weight_bias" [id=94, type="get_attr"]; +"95 conv2d_9_scale_0" [id=95, type="get_attr"]; +"96 conv2d_9_zero_point_0" [id=96, type="get_attr"]; +"97 _frozen_param9" [id=97, type="get_attr"]; +"98 dequantize_per_channel_35" [id=98, type="dequantize_per_channel"]; +"99 conv2d_9" [id=99, type=conv2d]; +"100 add__3" [id=100, type="add_"]; +"101 relu__8" [id=101, type="relu_"]; +"102 quantize_per_tensor_36" [id=102, type="quantize_per_tensor"]; +"103 dequantize_per_tensor_37" [id=103, type="dequantize_per_tensor"]; +"104 dequantize_per_tensor_38" [id=104, type="dequantize_per_tensor"]; +"105 layer3_0_conv1_weight_bias" [id=105, type="get_attr"]; +"106 conv2d_10_scale_0" [id=106, type="get_attr"]; +"107 conv2d_10_zero_point_0" [id=107, type="get_attr"]; +"108 _frozen_param10" [id=108, type="get_attr"]; +"109 dequantize_per_channel_39" [id=109, type="dequantize_per_channel"]; +"110 conv2d_10" [id=110, type=conv2d]; +"111 relu__9" [id=111, type="relu_"]; +"112 quantize_per_tensor_40" [id=112, type="quantize_per_tensor"]; +"113 dequantize_per_tensor_41" [id=113, type="dequantize_per_tensor"]; +"114 layer3_0_conv2_weight_bias" [id=114, type="get_attr"]; +"115 conv2d_11_scale_0" [id=115, type="get_attr"]; +"116 conv2d_11_zero_point_0" [id=116, type="get_attr"]; +"117 _frozen_param11" [id=117, type="get_attr"]; +"118 dequantize_per_channel_42" [id=118, type="dequantize_per_channel"]; +"119 conv2d_11" [id=119, type=conv2d]; +"120 layer3_0_downsample_0_weight_bias" [id=120, type="get_attr"]; +"121 conv2d_12_scale_0" [id=121, type="get_attr"]; +"122 conv2d_12_zero_point_0" [id=122, type="get_attr"]; +"123 _frozen_param12" [id=123, type="get_attr"]; +"124 dequantize_per_channel_43" [id=124, type="dequantize_per_channel"]; +"125 conv2d_12" [id=125, type=conv2d]; +"126 quantize_per_tensor_44" [id=126, type="quantize_per_tensor"]; +"127 dequantize_per_tensor_45" [id=127, type="dequantize_per_tensor"]; +"128 add__4" [id=128, type="add_"]; +"129 relu__10" [id=129, type="relu_"]; +"130 quantize_per_tensor_46" [id=130, type="quantize_per_tensor"]; +"131 dequantize_per_tensor_47" [id=131, type="dequantize_per_tensor"]; +"132 dequantize_per_tensor_48" [id=132, type="dequantize_per_tensor"]; +"133 layer3_1_conv1_weight_bias" [id=133, type="get_attr"]; +"134 conv2d_13_scale_0" [id=134, type="get_attr"]; +"135 conv2d_13_zero_point_0" [id=135, type="get_attr"]; +"136 _frozen_param13" [id=136, type="get_attr"]; +"137 dequantize_per_channel_49" [id=137, type="dequantize_per_channel"]; +"138 conv2d_13" [id=138, type=conv2d]; +"139 relu__11" [id=139, type="relu_"]; +"140 quantize_per_tensor_50" [id=140, type="quantize_per_tensor"]; +"141 dequantize_per_tensor_51" [id=141, type="dequantize_per_tensor"]; +"142 layer3_1_conv2_weight_bias" [id=142, type="get_attr"]; +"143 conv2d_14_scale_0" [id=143, type="get_attr"]; +"144 conv2d_14_zero_point_0" [id=144, type="get_attr"]; +"145 _frozen_param14" [id=145, type="get_attr"]; +"146 dequantize_per_channel_52" [id=146, type="dequantize_per_channel"]; +"147 conv2d_14" [id=147, type=conv2d]; +"148 add__5" [id=148, type="add_"]; +"149 relu__12" [id=149, type="relu_"]; +"150 quantize_per_tensor_53" [id=150, type="quantize_per_tensor"]; +"151 dequantize_per_tensor_54" [id=151, type="dequantize_per_tensor"]; +"152 dequantize_per_tensor_55" [id=152, type="dequantize_per_tensor"]; +"153 layer4_0_conv1_weight_bias" [id=153, type="get_attr"]; +"154 conv2d_15_scale_0" [id=154, type="get_attr"]; +"155 conv2d_15_zero_point_0" [id=155, type="get_attr"]; +"156 _frozen_param15" [id=156, type="get_attr"]; +"157 dequantize_per_channel_56" [id=157, type="dequantize_per_channel"]; +"158 conv2d_15" [id=158, type=conv2d]; +"159 relu__13" [id=159, type="relu_"]; +"160 quantize_per_tensor_57" [id=160, type="quantize_per_tensor"]; +"161 dequantize_per_tensor_58" [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_59" [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_60" [id=172, type="dequantize_per_channel"]; +"173 conv2d_17" [id=173, type=conv2d]; +"174 quantize_per_tensor_61" [id=174, type="quantize_per_tensor"]; +"175 dequantize_per_tensor_62" [id=175, type="dequantize_per_tensor"]; +"176 add__6" [id=176, type="add_"]; +"177 relu__14" [id=177, type="relu_"]; +"178 quantize_per_tensor_63" [id=178, type="quantize_per_tensor"]; +"179 dequantize_per_tensor_64" [id=179, type="dequantize_per_tensor"]; +"180 dequantize_per_tensor_65" [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_66" [id=185, type="dequantize_per_channel"]; +"186 conv2d_18" [id=186, type=conv2d]; +"187 relu__15" [id=187, type="relu_"]; +"188 quantize_per_tensor_67" [id=188, type="quantize_per_tensor"]; +"189 dequantize_per_tensor_68" [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_69" [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_70" [id=198, type="quantize_per_tensor"]; +"199 dequantize_per_tensor_71" [id=199, type="dequantize_per_tensor"]; +"200 adaptive_avg_pool2d" [id=200, type="adaptive_avg_pool2d"]; +"201 quantize_per_tensor_72" [id=201, type="quantize_per_tensor"]; +"202 dequantize_per_tensor_73" [id=202, type="dequantize_per_tensor"]; +"203 flatten" [id=203, type=flatten]; +"204 quantize_per_tensor_74" [id=204, type="quantize_per_tensor"]; +"205 dequantize_per_tensor_75" [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_76" [id=209, type="dequantize_per_channel"]; +"210 linear" [id=210, type=linear]; +"211 output" [id=211, type=output]; +"0 fc_bias" -> "210 linear" [style=solid, label="(1000,)"]; "1 x" -> "2 quantize_per_tensor_0" [style=solid, label="(1, 3, 224, 224)"]; "2 quantize_per_tensor_0" -> "3 dequantize_per_tensor_1" [style=solid, label="(1, 3, 224, 224)"]; "3 dequantize_per_tensor_1" -> "9 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -218,200 +226,208 @@ strict digraph { "12 dequantize_per_tensor_4" -> "13 max_pool2d" [style=solid, label="(1, 64, 112, 112)"]; "13 max_pool2d" -> "14 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label="(1, 64, 56, 56)"]; -"24 dequantize_per_tensor_9" -> "30 conv2d_2" [style=solid, label="(1, 64, 56, 56)"]; -"25 layer1_0_conv2_weight_bias" -> "30 conv2d_2" [style=solid, label="(64,)"]; -"26 conv2d_2_scale_0" -> "29 dequantize_per_channel_10" [style=solid, label="(64,)"]; -"27 conv2d_2_zero_point_0" -> "29 dequantize_per_channel_10" [style=solid, label="(64,)"]; -"28 _frozen_param2" -> "29 dequantize_per_channel_10" [style=solid, label="(64, 64, 3, 3)"]; -"29 dequantize_per_channel_10" -> "30 conv2d_2" [style=solid, label="(64, 64, 3, 3)"]; -"30 conv2d_2" -> "31 add_" [style=solid, label="(1, 64, 56, 56)"]; -"31 add_" -> "32 relu__2" [style=solid, label="(1, 64, 56, 56)"]; -"32 relu__2" -> "33 quantize_per_tensor_11" [style=solid, label="(1, 64, 56, 56)"]; -"33 quantize_per_tensor_11" -> "34 dequantize_per_tensor_12" [style=solid, label="(1, 64, 56, 56)"]; -"34 dequantize_per_tensor_12" -> "40 conv2d_3" [style=solid, label="(1, 64, 56, 56)"]; -"34 dequantize_per_tensor_12" -> 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conv2d_7" [style=solid, label="(128,)"]; +"73 conv2d_7_scale_0" -> "76 dequantize_per_channel_26" [style=solid, label="(128,)"]; +"74 conv2d_7_zero_point_0" -> "76 dequantize_per_channel_26" [style=solid, label="(128,)"]; +"75 _frozen_param7" -> "76 dequantize_per_channel_26" [style=solid, label="(128, 64, 1, 1)"]; +"76 dequantize_per_channel_26" -> "77 conv2d_7" [style=solid, label="(128, 64, 1, 1)"]; +"77 conv2d_7" -> "78 quantize_per_tensor_27" [style=solid, label="(1, 128, 28, 28)"]; +"78 quantize_per_tensor_27" -> "79 dequantize_per_tensor_28" [style=solid, label="(1, 128, 28, 28)"]; +"79 dequantize_per_tensor_28" -> "80 add__2" [style=solid, label="(1, 128, 28, 28)"]; +"80 add__2" -> "81 relu__6" [style=solid, label="(1, 128, 28, 28)"]; +"81 relu__6" -> "82 quantize_per_tensor_29" [style=solid, label="(1, 128, 28, 28)"]; +"82 quantize_per_tensor_29" -> "83 dequantize_per_tensor_30" [style=solid, label="(1, 128, 28, 28)"]; +"82 quantize_per_tensor_29" -> "84 dequantize_per_tensor_31" [style=solid, label="(1, 128, 28, 28)"]; +"83 dequantize_per_tensor_30" -> "90 conv2d_8" [style=solid, label="(1, 128, 28, 28)"]; +"84 dequantize_per_tensor_31" -> "100 add__3" [style=solid, label="(1, 128, 28, 28)"]; +"85 layer2_1_conv1_weight_bias" -> "90 conv2d_8" [style=solid, label="(128,)"]; +"86 conv2d_8_scale_0" -> "89 dequantize_per_channel_32" [style=solid, label="(128,)"]; +"87 conv2d_8_zero_point_0" -> "89 dequantize_per_channel_32" [style=solid, label="(128,)"]; +"88 _frozen_param8" -> "89 dequantize_per_channel_32" [style=solid, label="(128, 128, 3, 3)"]; +"89 dequantize_per_channel_32" -> "90 conv2d_8" [style=solid, label="(128, 128, 3, 3)"]; +"90 conv2d_8" -> "91 relu__7" [style=solid, label="(1, 128, 28, 28)"]; +"91 relu__7" -> "92 quantize_per_tensor_33" [style=solid, label="(1, 128, 28, 28)"]; +"92 quantize_per_tensor_33" -> "93 dequantize_per_tensor_34" [style=solid, label="(1, 128, 28, 28)"]; +"93 dequantize_per_tensor_34" -> "99 conv2d_9" [style=solid, label="(1, 128, 28, 28)"]; +"94 layer2_1_conv2_weight_bias" -> "99 conv2d_9" [style=solid, label="(128,)"]; +"95 conv2d_9_scale_0" -> "98 dequantize_per_channel_35" [style=solid, label="(128,)"]; +"96 conv2d_9_zero_point_0" -> "98 dequantize_per_channel_35" [style=solid, label="(128,)"]; +"97 _frozen_param9" -> "98 dequantize_per_channel_35" [style=solid, label="(128, 128, 3, 3)"]; +"98 dequantize_per_channel_35" -> "99 conv2d_9" [style=solid, label="(128, 128, 3, 3)"]; +"99 conv2d_9" -> "100 add__3" [style=solid, label="(1, 128, 28, 28)"]; +"100 add__3" -> "101 relu__8" [style=solid, label="(1, 128, 28, 28)"]; +"101 relu__8" -> "102 quantize_per_tensor_36" [style=solid, label="(1, 128, 28, 28)"]; +"102 quantize_per_tensor_36" -> "103 dequantize_per_tensor_37" [style=solid, label="(1, 128, 28, 28)"]; +"102 quantize_per_tensor_36" -> "104 dequantize_per_tensor_38" [style=solid, label="(1, 128, 28, 28)"]; +"103 dequantize_per_tensor_37" -> "125 conv2d_12" [style=solid, label="(1, 128, 28, 28)"]; +"104 dequantize_per_tensor_38" -> "110 conv2d_10" [style=solid, label="(1, 128, 28, 28)"]; +"105 layer3_0_conv1_weight_bias" -> "110 conv2d_10" [style=solid, label="(256,)"]; +"106 conv2d_10_scale_0" -> "109 dequantize_per_channel_39" [style=solid, label="(256,)"]; +"107 conv2d_10_zero_point_0" -> "109 dequantize_per_channel_39" [style=solid, label="(256,)"]; +"108 _frozen_param10" -> "109 dequantize_per_channel_39" [style=solid, label="(256, 128, 3, 3)"]; +"109 dequantize_per_channel_39" -> "110 conv2d_10" [style=solid, label="(256, 128, 3, 3)"]; +"110 conv2d_10" -> "111 relu__9" [style=solid, label="(1, 256, 14, 14)"]; +"111 relu__9" -> "112 quantize_per_tensor_40" [style=solid, label="(1, 256, 14, 14)"]; +"112 quantize_per_tensor_40" -> "113 dequantize_per_tensor_41" [style=solid, label="(1, 256, 14, 14)"]; +"113 dequantize_per_tensor_41" -> "119 conv2d_11" [style=solid, label="(1, 256, 14, 14)"]; +"114 layer3_0_conv2_weight_bias" -> "119 conv2d_11" [style=solid, label="(256,)"]; +"115 conv2d_11_scale_0" -> "118 dequantize_per_channel_42" [style=solid, label="(256,)"]; +"116 conv2d_11_zero_point_0" -> "118 dequantize_per_channel_42" [style=solid, label="(256,)"]; +"117 _frozen_param11" -> "118 dequantize_per_channel_42" [style=solid, label="(256, 256, 3, 3)"]; +"118 dequantize_per_channel_42" -> "119 conv2d_11" [style=solid, label="(256, 256, 3, 3)"]; +"119 conv2d_11" -> "128 add__4" [style=solid, label="(1, 256, 14, 14)"]; +"120 layer3_0_downsample_0_weight_bias" -> "125 conv2d_12" [style=solid, label="(256,)"]; +"121 conv2d_12_scale_0" -> "124 dequantize_per_channel_43" [style=solid, label="(256,)"]; +"122 conv2d_12_zero_point_0" -> "124 dequantize_per_channel_43" [style=solid, label="(256,)"]; +"123 _frozen_param12" -> "124 dequantize_per_channel_43" [style=solid, label="(256, 128, 1, 1)"]; +"124 dequantize_per_channel_43" -> "125 conv2d_12" [style=solid, label="(256, 128, 1, 1)"]; +"125 conv2d_12" -> "126 quantize_per_tensor_44" [style=solid, label="(1, 256, 14, 14)"]; +"126 quantize_per_tensor_44" -> "127 dequantize_per_tensor_45" [style=solid, label="(1, 256, 14, 14)"]; +"127 dequantize_per_tensor_45" -> "128 add__4" [style=solid, label="(1, 256, 14, 14)"]; +"128 add__4" -> "129 relu__10" [style=solid, label="(1, 256, 14, 14)"]; +"129 relu__10" -> "130 quantize_per_tensor_46" [style=solid, label="(1, 256, 14, 14)"]; +"130 quantize_per_tensor_46" -> "131 dequantize_per_tensor_47" [style=solid, label="(1, 256, 14, 14)"]; +"130 quantize_per_tensor_46" -> "132 dequantize_per_tensor_48" [style=solid, label="(1, 256, 14, 14)"]; +"131 dequantize_per_tensor_47" -> "138 conv2d_13" [style=solid, label="(1, 256, 14, 14)"]; +"132 dequantize_per_tensor_48" -> "148 add__5" [style=solid, label="(1, 256, 14, 14)"]; +"133 layer3_1_conv1_weight_bias" -> "138 conv2d_13" [style=solid, label="(256,)"]; +"134 conv2d_13_scale_0" -> "137 dequantize_per_channel_49" [style=solid, label="(256,)"]; +"135 conv2d_13_zero_point_0" -> "137 dequantize_per_channel_49" [style=solid, label="(256,)"]; +"136 _frozen_param13" -> "137 dequantize_per_channel_49" [style=solid, label="(256, 256, 3, 3)"]; +"137 dequantize_per_channel_49" -> "138 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; +"138 conv2d_13" -> "139 relu__11" [style=solid, label="(1, 256, 14, 14)"]; +"139 relu__11" -> "140 quantize_per_tensor_50" [style=solid, label="(1, 256, 14, 14)"]; +"140 quantize_per_tensor_50" -> "141 dequantize_per_tensor_51" [style=solid, label="(1, 256, 14, 14)"]; +"141 dequantize_per_tensor_51" -> "147 conv2d_14" [style=solid, label="(1, 256, 14, 14)"]; +"142 layer3_1_conv2_weight_bias" -> "147 conv2d_14" [style=solid, label="(256,)"]; +"143 conv2d_14_scale_0" -> "146 dequantize_per_channel_52" [style=solid, label="(256,)"]; +"144 conv2d_14_zero_point_0" -> "146 dequantize_per_channel_52" [style=solid, label="(256,)"]; +"145 _frozen_param14" -> "146 dequantize_per_channel_52" [style=solid, label="(256, 256, 3, 3)"]; +"146 dequantize_per_channel_52" -> "147 conv2d_14" [style=solid, label="(256, 256, 3, 3)"]; +"147 conv2d_14" -> "148 add__5" [style=solid, label="(1, 256, 14, 14)"]; +"148 add__5" -> "149 relu__12" [style=solid, label="(1, 256, 14, 14)"]; +"149 relu__12" -> "150 quantize_per_tensor_53" [style=solid, label="(1, 256, 14, 14)"]; +"150 quantize_per_tensor_53" -> "151 dequantize_per_tensor_54" [style=solid, label="(1, 256, 14, 14)"]; +"150 quantize_per_tensor_53" -> "152 dequantize_per_tensor_55" [style=solid, label="(1, 256, 14, 14)"]; +"151 dequantize_per_tensor_54" -> "173 conv2d_17" [style=solid, label="(1, 256, 14, 14)"]; +"152 dequantize_per_tensor_55" -> "158 conv2d_15" [style=solid, label="(1, 256, 14, 14)"]; +"153 layer4_0_conv1_weight_bias" -> "158 conv2d_15" [style=solid, label="(512,)"]; +"154 conv2d_15_scale_0" -> "157 dequantize_per_channel_56" [style=solid, label="(512,)"]; +"155 conv2d_15_zero_point_0" -> "157 dequantize_per_channel_56" [style=solid, label="(512,)"]; +"156 _frozen_param15" -> "157 dequantize_per_channel_56" [style=solid, label="(512, 256, 3, 3)"]; +"157 dequantize_per_channel_56" -> "158 conv2d_15" [style=solid, label="(512, 256, 3, 3)"]; +"158 conv2d_15" -> "159 relu__13" [style=solid, label="(1, 512, 7, 7)"]; +"159 relu__13" -> "160 quantize_per_tensor_57" [style=solid, label="(1, 512, 7, 7)"]; +"160 quantize_per_tensor_57" -> "161 dequantize_per_tensor_58" [style=solid, label="(1, 512, 7, 7)"]; +"161 dequantize_per_tensor_58" -> "167 conv2d_16" [style=solid, label="(1, 512, 7, 7)"]; +"162 layer4_0_conv2_weight_bias" -> "167 conv2d_16" [style=solid, label="(512,)"]; +"163 conv2d_16_scale_0" -> "166 dequantize_per_channel_59" [style=solid, label="(512,)"]; +"164 conv2d_16_zero_point_0" -> "166 dequantize_per_channel_59" [style=solid, label="(512,)"]; +"165 _frozen_param16" -> "166 dequantize_per_channel_59" [style=solid, label="(512, 512, 3, 3)"]; +"166 dequantize_per_channel_59" -> "167 conv2d_16" [style=solid, label="(512, 512, 3, 3)"]; +"167 conv2d_16" -> "176 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"168 layer4_0_downsample_0_weight_bias" -> "173 conv2d_17" [style=solid, label="(512,)"]; +"169 conv2d_17_scale_0" -> "172 dequantize_per_channel_60" [style=solid, label="(512,)"]; +"170 conv2d_17_zero_point_0" -> "172 dequantize_per_channel_60" [style=solid, label="(512,)"]; +"171 _frozen_param17" -> "172 dequantize_per_channel_60" [style=solid, label="(512, 256, 1, 1)"]; +"172 dequantize_per_channel_60" -> "173 conv2d_17" [style=solid, label="(512, 256, 1, 1)"]; +"173 conv2d_17" -> "174 quantize_per_tensor_61" [style=solid, label="(1, 512, 7, 7)"]; +"174 quantize_per_tensor_61" -> "175 dequantize_per_tensor_62" [style=solid, label="(1, 512, 7, 7)"]; +"175 dequantize_per_tensor_62" -> "176 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"176 add__6" -> "177 relu__14" [style=solid, label="(1, 512, 7, 7)"]; +"177 relu__14" -> "178 quantize_per_tensor_63" [style=solid, label="(1, 512, 7, 7)"]; +"178 quantize_per_tensor_63" -> "179 dequantize_per_tensor_64" [style=solid, label="(1, 512, 7, 7)"]; +"178 quantize_per_tensor_63" -> "180 dequantize_per_tensor_65" [style=solid, label="(1, 512, 7, 7)"]; +"179 dequantize_per_tensor_64" -> "186 conv2d_18" [style=solid, label="(1, 512, 7, 7)"]; +"180 dequantize_per_tensor_65" -> "196 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"181 layer4_1_conv1_weight_bias" -> "186 conv2d_18" [style=solid, label="(512,)"]; +"182 conv2d_18_scale_0" -> "185 dequantize_per_channel_66" [style=solid, label="(512,)"]; +"183 conv2d_18_zero_point_0" -> "185 dequantize_per_channel_66" [style=solid, label="(512,)"]; +"184 _frozen_param18" -> "185 dequantize_per_channel_66" [style=solid, label="(512, 512, 3, 3)"]; +"185 dequantize_per_channel_66" -> "186 conv2d_18" [style=solid, label="(512, 512, 3, 3)"]; +"186 conv2d_18" -> "187 relu__15" [style=solid, label="(1, 512, 7, 7)"]; +"187 relu__15" -> "188 quantize_per_tensor_67" [style=solid, label="(1, 512, 7, 7)"]; +"188 quantize_per_tensor_67" -> "189 dequantize_per_tensor_68" [style=solid, label="(1, 512, 7, 7)"]; +"189 dequantize_per_tensor_68" -> "195 conv2d_19" [style=solid, label="(1, 512, 7, 7)"]; +"190 layer4_1_conv2_weight_bias" -> "195 conv2d_19" [style=solid, label="(512,)"]; +"191 conv2d_19_scale_0" -> "194 dequantize_per_channel_69" [style=solid, label="(512,)"]; +"192 conv2d_19_zero_point_0" -> "194 dequantize_per_channel_69" [style=solid, label="(512,)"]; +"193 _frozen_param19" -> "194 dequantize_per_channel_69" [style=solid, label="(512, 512, 3, 3)"]; +"194 dequantize_per_channel_69" -> "195 conv2d_19" [style=solid, label="(512, 512, 3, 3)"]; +"195 conv2d_19" -> "196 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"196 add__7" -> "197 relu__16" [style=solid, label="(1, 512, 7, 7)"]; +"197 relu__16" -> "198 quantize_per_tensor_70" [style=solid, label="(1, 512, 7, 7)"]; +"198 quantize_per_tensor_70" -> "199 dequantize_per_tensor_71" [style=solid, label="(1, 512, 7, 7)"]; +"199 dequantize_per_tensor_71" -> "200 adaptive_avg_pool2d" [style=solid, label="(1, 512, 7, 7)"]; +"200 adaptive_avg_pool2d" -> "201 quantize_per_tensor_72" [style=solid, label="(1, 512, 1, 1)"]; +"201 quantize_per_tensor_72" -> "202 dequantize_per_tensor_73" [style=solid, label="(1, 512, 1, 1)"]; +"202 dequantize_per_tensor_73" -> "203 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"203 flatten" -> "204 quantize_per_tensor_74" [style=solid, label="(1, 512)"]; +"204 quantize_per_tensor_74" -> "205 dequantize_per_tensor_75" [style=solid, label="(1, 512)"]; +"205 dequantize_per_tensor_75" -> "210 linear" [style=solid, label="(1, 512)"]; +"206 linear_scale_0" -> "209 dequantize_per_channel_76" [style=solid, label="(1000,)"]; +"207 linear_zero_point_0" -> "209 dequantize_per_channel_76" [style=solid, label="(1000,)"]; +"208 _frozen_param20" -> "209 dequantize_per_channel_76" [style=solid, label="(1000, 512)"]; +"209 dequantize_per_channel_76" -> "210 linear" [style=solid, label="(1000, 512)"]; +"210 linear" -> "211 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/XNNPACKQuantizer/mobilenet_v3_small.dot b/tests/torch2/data/fx/XNNPACKQuantizer/mobilenet_v3_small.dot index ad1cdfce835..14a75494691 100644 --- a/tests/torch2/data/fx/XNNPACKQuantizer/mobilenet_v3_small.dot +++ b/tests/torch2/data/fx/XNNPACKQuantizer/mobilenet_v3_small.dot @@ -38,492 +38,507 @@ strict digraph { "36 relu_" [id=36, type="relu_"]; "37 quantize_per_tensor_8" [id=37, type="quantize_per_tensor"]; "38 dequantize_per_tensor_9" [id=38, type="dequantize_per_tensor"]; -"39 adaptive_avg_pool2d" [id=39, type="adaptive_avg_pool2d"]; -"40 quantize_per_tensor_10" [id=40, type="quantize_per_tensor"]; -"41 dequantize_per_tensor_11" [id=41, type="dequantize_per_tensor"]; -"42 _frozen_param2" [id=42, type="get_attr"]; -"43 dequantize_per_tensor_12" [id=43, type="dequantize_per_tensor"]; -"44 conv2d_2" [id=44, type=conv2d]; -"45 relu" [id=45, type=relu]; -"46 quantize_per_tensor_13" [id=46, type="quantize_per_tensor"]; -"47 dequantize_per_tensor_14" [id=47, type="dequantize_per_tensor"]; -"48 _frozen_param3" [id=48, type="get_attr"]; -"49 dequantize_per_tensor_15" [id=49, type="dequantize_per_tensor"]; -"50 conv2d_3" [id=50, type=conv2d]; -"51 quantize_per_tensor_16" [id=51, type="quantize_per_tensor"]; -"52 dequantize_per_tensor_17" [id=52, type="dequantize_per_tensor"]; -"53 hardsigmoid" [id=53, type=hardsigmoid]; -"54 quantize_per_tensor_18" [id=54, type="quantize_per_tensor"]; -"55 dequantize_per_tensor_19" [id=55, type="dequantize_per_tensor"]; -"56 mul" [id=56, type=mul]; -"57 quantize_per_tensor_20" [id=57, type="quantize_per_tensor"]; -"58 dequantize_per_tensor_21" [id=58, type="dequantize_per_tensor"]; -"59 features_1_block_2_0_weight_bias" [id=59, type="get_attr"]; -"60 _frozen_param4" [id=60, type="get_attr"]; -"61 dequantize_per_tensor_22" [id=61, type="dequantize_per_tensor"]; -"62 conv2d_4" [id=62, type=conv2d]; -"63 quantize_per_tensor_23" [id=63, type="quantize_per_tensor"]; -"64 dequantize_per_tensor_24" [id=64, type="dequantize_per_tensor"]; -"65 features_2_block_0_0_weight_bias" [id=65, type="get_attr"]; -"66 _frozen_param5" [id=66, type="get_attr"]; -"67 dequantize_per_tensor_25" [id=67, type="dequantize_per_tensor"]; -"68 conv2d_5" [id=68, type=conv2d]; -"69 relu__1" [id=69, type="relu_"]; -"70 quantize_per_tensor_26" [id=70, type="quantize_per_tensor"]; -"71 dequantize_per_tensor_27" [id=71, type="dequantize_per_tensor"]; -"72 features_2_block_1_0_weight_bias" [id=72, type="get_attr"]; -"73 _frozen_param6" [id=73, type="get_attr"]; -"74 dequantize_per_tensor_28" [id=74, type="dequantize_per_tensor"]; -"75 conv2d_6" [id=75, type=conv2d]; -"76 relu__2" [id=76, type="relu_"]; -"77 quantize_per_tensor_29" [id=77, type="quantize_per_tensor"]; -"78 dequantize_per_tensor_30" [id=78, type="dequantize_per_tensor"]; -"79 features_2_block_2_0_weight_bias" [id=79, type="get_attr"]; -"80 _frozen_param7" [id=80, type="get_attr"]; -"81 dequantize_per_tensor_31" [id=81, type="dequantize_per_tensor"]; -"82 conv2d_7" [id=82, type=conv2d]; -"83 quantize_per_tensor_32" [id=83, type="quantize_per_tensor"]; -"84 dequantize_per_tensor_33" [id=84, type="dequantize_per_tensor"]; -"85 features_3_block_0_0_weight_bias" [id=85, type="get_attr"]; -"86 _frozen_param8" [id=86, type="get_attr"]; -"87 dequantize_per_tensor_34" [id=87, type="dequantize_per_tensor"]; -"88 conv2d_8" [id=88, type=conv2d]; -"89 relu__3" [id=89, type="relu_"]; -"90 quantize_per_tensor_35" [id=90, type="quantize_per_tensor"]; -"91 dequantize_per_tensor_36" [id=91, type="dequantize_per_tensor"]; -"92 features_3_block_1_0_weight_bias" [id=92, type="get_attr"]; -"93 _frozen_param9" [id=93, type="get_attr"]; -"94 dequantize_per_tensor_37" [id=94, type="dequantize_per_tensor"]; -"95 conv2d_9" [id=95, type=conv2d]; -"96 relu__4" [id=96, type="relu_"]; -"97 quantize_per_tensor_38" [id=97, type="quantize_per_tensor"]; -"98 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dequantize_per_tensor_75" [id=163, type="dequantize_per_tensor"]; -"164 conv2d_17" [id=164, type=conv2d]; -"165 quantize_per_tensor_76" [id=165, type="quantize_per_tensor"]; -"166 dequantize_per_tensor_77" [id=166, type="dequantize_per_tensor"]; -"167 hardswish__4" [id=167, type="hardswish_"]; -"168 quantize_per_tensor_78" [id=168, type="quantize_per_tensor"]; -"169 dequantize_per_tensor_79" [id=169, type="dequantize_per_tensor"]; -"170 adaptive_avg_pool2d_2" [id=170, type="adaptive_avg_pool2d"]; -"171 quantize_per_tensor_80" [id=171, type="quantize_per_tensor"]; -"172 dequantize_per_tensor_81" [id=172, type="dequantize_per_tensor"]; -"173 _frozen_param18" [id=173, type="get_attr"]; -"174 dequantize_per_tensor_82" [id=174, type="dequantize_per_tensor"]; -"175 conv2d_18" [id=175, type=conv2d]; -"176 relu_2" [id=176, type=relu]; -"177 quantize_per_tensor_83" [id=177, type="quantize_per_tensor"]; -"178 dequantize_per_tensor_84" [id=178, type="dequantize_per_tensor"]; -"179 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quantize_per_tensor_122" [id=244, type="quantize_per_tensor"]; -"245 dequantize_per_tensor_123" [id=245, type="dequantize_per_tensor"]; -"246 features_7_block_0_0_weight_bias" [id=246, type="get_attr"]; -"247 _frozen_param26" [id=247, type="get_attr"]; -"248 dequantize_per_tensor_124" [id=248, type="dequantize_per_tensor"]; -"249 conv2d_26" [id=249, type=conv2d]; -"250 quantize_per_tensor_125" [id=250, type="quantize_per_tensor"]; -"251 dequantize_per_tensor_126" [id=251, type="dequantize_per_tensor"]; -"252 hardswish__7" [id=252, type="hardswish_"]; -"253 quantize_per_tensor_127" [id=253, type="quantize_per_tensor"]; -"254 dequantize_per_tensor_128" [id=254, type="dequantize_per_tensor"]; -"255 features_7_block_1_0_weight_bias" [id=255, type="get_attr"]; -"256 _frozen_param27" [id=256, type="get_attr"]; -"257 dequantize_per_tensor_129" [id=257, type="dequantize_per_tensor"]; -"258 conv2d_27" [id=258, type=conv2d]; -"259 quantize_per_tensor_130" [id=259, type="quantize_per_tensor"]; 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quantize_per_tensor_140" [id=276, type="quantize_per_tensor"]; -"277 dequantize_per_tensor_141" [id=277, type="dequantize_per_tensor"]; -"278 hardsigmoid_4" [id=278, type=hardsigmoid]; -"279 quantize_per_tensor_142" [id=279, type="quantize_per_tensor"]; -"280 dequantize_per_tensor_143" [id=280, type="dequantize_per_tensor"]; -"281 mul_4" [id=281, type=mul]; -"282 quantize_per_tensor_144" [id=282, type="quantize_per_tensor"]; -"283 dequantize_per_tensor_145" [id=283, type="dequantize_per_tensor"]; -"284 features_7_block_3_0_weight_bias" [id=284, type="get_attr"]; -"285 _frozen_param30" [id=285, type="get_attr"]; -"286 dequantize_per_tensor_146" [id=286, type="dequantize_per_tensor"]; -"287 conv2d_30" [id=287, type=conv2d]; -"288 quantize_per_tensor_147" [id=288, type="quantize_per_tensor"]; -"289 dequantize_per_tensor_148" [id=289, type="dequantize_per_tensor"]; -"290 features_8_block_0_0_weight_bias" [id=290, type="get_attr"]; -"291 _frozen_param31" [id=291, type="get_attr"]; -"292 dequantize_per_tensor_149" [id=292, type="dequantize_per_tensor"]; -"293 conv2d_31" [id=293, type=conv2d]; -"294 quantize_per_tensor_150" [id=294, type="quantize_per_tensor"]; -"295 dequantize_per_tensor_151" [id=295, type="dequantize_per_tensor"]; -"296 hardswish__9" [id=296, type="hardswish_"]; -"297 quantize_per_tensor_152" [id=297, type="quantize_per_tensor"]; -"298 dequantize_per_tensor_153" [id=298, type="dequantize_per_tensor"]; -"299 features_8_block_1_0_weight_bias" [id=299, type="get_attr"]; -"300 _frozen_param32" [id=300, type="get_attr"]; -"301 dequantize_per_tensor_154" [id=301, type="dequantize_per_tensor"]; -"302 conv2d_32" [id=302, type=conv2d]; -"303 quantize_per_tensor_155" [id=303, type="quantize_per_tensor"]; -"304 dequantize_per_tensor_156" [id=304, type="dequantize_per_tensor"]; -"305 hardswish__10" [id=305, type="hardswish_"]; -"306 quantize_per_tensor_157" [id=306, type="quantize_per_tensor"]; -"307 dequantize_per_tensor_158" [id=307, 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[id=355, type="adaptive_avg_pool2d"]; -"356 quantize_per_tensor_186" [id=356, type="quantize_per_tensor"]; -"357 dequantize_per_tensor_187" [id=357, type="dequantize_per_tensor"]; -"358 _frozen_param38" [id=358, type="get_attr"]; -"359 dequantize_per_tensor_188" [id=359, type="dequantize_per_tensor"]; -"360 conv2d_38" [id=360, type=conv2d]; -"361 relu_6" [id=361, type=relu]; -"362 quantize_per_tensor_189" [id=362, type="quantize_per_tensor"]; -"363 dequantize_per_tensor_190" [id=363, type="dequantize_per_tensor"]; -"364 _frozen_param39" [id=364, type="get_attr"]; -"365 dequantize_per_tensor_191" [id=365, type="dequantize_per_tensor"]; -"366 conv2d_39" [id=366, type=conv2d]; -"367 quantize_per_tensor_192" [id=367, type="quantize_per_tensor"]; -"368 dequantize_per_tensor_193" [id=368, type="dequantize_per_tensor"]; -"369 hardsigmoid_6" [id=369, type=hardsigmoid]; -"370 quantize_per_tensor_194" [id=370, type="quantize_per_tensor"]; -"371 dequantize_per_tensor_195" [id=371, type="dequantize_per_tensor"]; -"372 mul_6" [id=372, type=mul]; -"373 quantize_per_tensor_196" [id=373, type="quantize_per_tensor"]; -"374 dequantize_per_tensor_197" [id=374, type="dequantize_per_tensor"]; -"375 features_9_block_3_0_weight_bias" [id=375, type="get_attr"]; -"376 _frozen_param40" [id=376, type="get_attr"]; -"377 dequantize_per_tensor_198" [id=377, type="dequantize_per_tensor"]; -"378 conv2d_40" [id=378, type=conv2d]; -"379 quantize_per_tensor_199" [id=379, type="quantize_per_tensor"]; -"380 dequantize_per_tensor_200" [id=380, type="dequantize_per_tensor"]; -"381 features_10_block_0_0_weight_bias" [id=381, type="get_attr"]; -"382 _frozen_param41" [id=382, type="get_attr"]; -"383 dequantize_per_tensor_201" [id=383, type="dequantize_per_tensor"]; -"384 conv2d_41" [id=384, type=conv2d]; -"385 quantize_per_tensor_202" [id=385, type="quantize_per_tensor"]; -"386 dequantize_per_tensor_203" [id=386, type="dequantize_per_tensor"]; -"387 hardswish__13" [id=387, type="hardswish_"]; -"388 quantize_per_tensor_204" [id=388, type="quantize_per_tensor"]; -"389 dequantize_per_tensor_205" [id=389, type="dequantize_per_tensor"]; -"390 features_10_block_1_0_weight_bias" [id=390, type="get_attr"]; -"391 _frozen_param42" [id=391, type="get_attr"]; -"392 dequantize_per_tensor_206" [id=392, type="dequantize_per_tensor"]; -"393 conv2d_42" [id=393, type=conv2d]; -"394 quantize_per_tensor_207" [id=394, type="quantize_per_tensor"]; -"395 dequantize_per_tensor_208" [id=395, type="dequantize_per_tensor"]; -"396 hardswish__14" [id=396, type="hardswish_"]; -"397 quantize_per_tensor_209" [id=397, type="quantize_per_tensor"]; -"398 dequantize_per_tensor_210" [id=398, type="dequantize_per_tensor"]; -"399 adaptive_avg_pool2d_7" [id=399, type="adaptive_avg_pool2d"]; -"400 quantize_per_tensor_211" [id=400, type="quantize_per_tensor"]; -"401 dequantize_per_tensor_212" [id=401, type="dequantize_per_tensor"]; -"402 _frozen_param43" [id=402, type="get_attr"]; -"403 dequantize_per_tensor_213" [id=403, type="dequantize_per_tensor"]; -"404 conv2d_43" [id=404, type=conv2d]; -"405 relu_7" [id=405, type=relu]; -"406 quantize_per_tensor_214" [id=406, type="quantize_per_tensor"]; -"407 dequantize_per_tensor_215" [id=407, type="dequantize_per_tensor"]; -"408 _frozen_param44" [id=408, type="get_attr"]; -"409 dequantize_per_tensor_216" [id=409, type="dequantize_per_tensor"]; -"410 conv2d_44" [id=410, type=conv2d]; -"411 quantize_per_tensor_217" [id=411, type="quantize_per_tensor"]; -"412 dequantize_per_tensor_218" [id=412, type="dequantize_per_tensor"]; -"413 hardsigmoid_7" [id=413, type=hardsigmoid]; -"414 quantize_per_tensor_219" [id=414, type="quantize_per_tensor"]; -"415 dequantize_per_tensor_220" [id=415, type="dequantize_per_tensor"]; -"416 mul_7" [id=416, type=mul]; -"417 quantize_per_tensor_221" [id=417, type="quantize_per_tensor"]; -"418 dequantize_per_tensor_222" [id=418, type="dequantize_per_tensor"]; -"419 features_10_block_3_0_weight_bias" [id=419, type="get_attr"]; -"420 _frozen_param45" [id=420, type="get_attr"]; -"421 dequantize_per_tensor_223" [id=421, type="dequantize_per_tensor"]; -"422 conv2d_45" [id=422, type=conv2d]; -"423 quantize_per_tensor_224" [id=423, type="quantize_per_tensor"]; -"424 dequantize_per_tensor_225" [id=424, type="dequantize_per_tensor"]; -"425 add__4" [id=425, type="add_"]; -"426 quantize_per_tensor_226" [id=426, type="quantize_per_tensor"]; -"427 dequantize_per_tensor_227" [id=427, type="dequantize_per_tensor"]; -"428 features_11_block_0_0_weight_bias" [id=428, type="get_attr"]; -"429 _frozen_param46" [id=429, type="get_attr"]; -"430 dequantize_per_tensor_228" [id=430, type="dequantize_per_tensor"]; -"431 conv2d_46" [id=431, type=conv2d]; -"432 quantize_per_tensor_229" [id=432, type="quantize_per_tensor"]; -"433 dequantize_per_tensor_230" [id=433, type="dequantize_per_tensor"]; -"434 hardswish__15" [id=434, type="hardswish_"]; -"435 quantize_per_tensor_231" [id=435, type="quantize_per_tensor"]; -"436 dequantize_per_tensor_232" [id=436, type="dequantize_per_tensor"]; -"437 features_11_block_1_0_weight_bias" [id=437, type="get_attr"]; -"438 _frozen_param47" [id=438, type="get_attr"]; -"439 dequantize_per_tensor_233" [id=439, type="dequantize_per_tensor"]; -"440 conv2d_47" [id=440, type=conv2d]; -"441 quantize_per_tensor_234" [id=441, type="quantize_per_tensor"]; -"442 dequantize_per_tensor_235" [id=442, type="dequantize_per_tensor"]; -"443 hardswish__16" [id=443, type="hardswish_"]; -"444 quantize_per_tensor_236" [id=444, type="quantize_per_tensor"]; -"445 dequantize_per_tensor_237" [id=445, type="dequantize_per_tensor"]; -"446 adaptive_avg_pool2d_8" [id=446, type="adaptive_avg_pool2d"]; -"447 quantize_per_tensor_238" [id=447, type="quantize_per_tensor"]; -"448 dequantize_per_tensor_239" [id=448, type="dequantize_per_tensor"]; -"449 _frozen_param48" [id=449, type="get_attr"]; -"450 dequantize_per_tensor_240" [id=450, type="dequantize_per_tensor"]; -"451 conv2d_48" [id=451, type=conv2d]; -"452 relu_8" [id=452, type=relu]; -"453 quantize_per_tensor_241" [id=453, type="quantize_per_tensor"]; -"454 dequantize_per_tensor_242" [id=454, type="dequantize_per_tensor"]; -"455 _frozen_param49" [id=455, type="get_attr"]; -"456 dequantize_per_tensor_243" [id=456, type="dequantize_per_tensor"]; -"457 conv2d_49" [id=457, type=conv2d]; -"458 quantize_per_tensor_244" [id=458, type="quantize_per_tensor"]; -"459 dequantize_per_tensor_245" [id=459, type="dequantize_per_tensor"]; -"460 hardsigmoid_8" [id=460, type=hardsigmoid]; -"461 quantize_per_tensor_246" [id=461, type="quantize_per_tensor"]; -"462 dequantize_per_tensor_247" [id=462, type="dequantize_per_tensor"]; -"463 mul_8" [id=463, type=mul]; -"464 quantize_per_tensor_248" [id=464, type="quantize_per_tensor"]; -"465 dequantize_per_tensor_249" [id=465, type="dequantize_per_tensor"]; -"466 features_11_block_3_0_weight_bias" [id=466, type="get_attr"]; -"467 _frozen_param50" [id=467, type="get_attr"]; -"468 dequantize_per_tensor_250" [id=468, type="dequantize_per_tensor"]; -"469 conv2d_50" [id=469, type=conv2d]; -"470 quantize_per_tensor_251" [id=470, type="quantize_per_tensor"]; -"471 dequantize_per_tensor_252" [id=471, type="dequantize_per_tensor"]; -"472 add__5" [id=472, type="add_"]; -"473 quantize_per_tensor_253" [id=473, type="quantize_per_tensor"]; -"474 dequantize_per_tensor_254" [id=474, type="dequantize_per_tensor"]; -"475 features_12_0_weight_bias" [id=475, type="get_attr"]; -"476 _frozen_param51" [id=476, type="get_attr"]; -"477 dequantize_per_tensor_255" [id=477, type="dequantize_per_tensor"]; -"478 conv2d_51" [id=478, type=conv2d]; -"479 quantize_per_tensor_256" [id=479, type="quantize_per_tensor"]; -"480 dequantize_per_tensor_257" [id=480, type="dequantize_per_tensor"]; -"481 hardswish__17" [id=481, type="hardswish_"]; -"482 quantize_per_tensor_258" [id=482, type="quantize_per_tensor"]; -"483 dequantize_per_tensor_259" [id=483, type="dequantize_per_tensor"]; -"484 adaptive_avg_pool2d_9" [id=484, type="adaptive_avg_pool2d"]; -"485 quantize_per_tensor_260" [id=485, type="quantize_per_tensor"]; -"486 dequantize_per_tensor_261" [id=486, type="dequantize_per_tensor"]; -"487 flatten" [id=487, type=flatten]; -"488 quantize_per_tensor_262" [id=488, type="quantize_per_tensor"]; -"489 dequantize_per_tensor_263" [id=489, type="dequantize_per_tensor"]; -"490 _frozen_param52" [id=490, type="get_attr"]; -"491 dequantize_per_tensor_264" [id=491, type="dequantize_per_tensor"]; -"492 linear" [id=492, type=linear]; -"493 quantize_per_tensor_265" [id=493, type="quantize_per_tensor"]; -"494 dequantize_per_tensor_266" [id=494, type="dequantize_per_tensor"]; -"495 hardswish__18" [id=495, type="hardswish_"]; -"496 dropout_" [id=496, type="dropout_"]; -"497 quantize_per_tensor_267" [id=497, type="quantize_per_tensor"]; -"498 dequantize_per_tensor_268" [id=498, type="dequantize_per_tensor"]; -"499 _frozen_param53" [id=499, type="get_attr"]; -"500 dequantize_per_tensor_269" [id=500, type="dequantize_per_tensor"]; -"501 linear_1" [id=501, type=linear]; -"502 quantize_per_tensor_270" [id=502, type="quantize_per_tensor"]; -"503 dequantize_per_tensor_271" [id=503, type="dequantize_per_tensor"]; -"504 output" [id=504, type=output]; -"0 features_1_block_1_fc1_bias" -> "44 conv2d_2" [style=solid, label="(8,)"]; -"1 features_1_block_1_fc2_bias" -> "50 conv2d_3" [style=solid, label="(16,)"]; -"2 features_4_block_2_fc1_bias" -> "131 conv2d_13" [style=solid, label="(24,)"]; -"3 features_4_block_2_fc2_bias" -> "137 conv2d_14" [style=solid, label="(96,)"]; -"4 features_5_block_2_fc1_bias" -> "175 conv2d_18" [style=solid, label="(64,)"]; -"5 features_5_block_2_fc2_bias" -> "181 conv2d_19" [style=solid, label="(240,)"]; -"6 features_6_block_2_fc1_bias" -> "222 conv2d_23" [style=solid, label="(64,)"]; -"7 features_6_block_2_fc2_bias" -> "228 conv2d_24" [style=solid, label="(240,)"]; -"8 features_7_block_2_fc1_bias" -> "269 conv2d_28" [style=solid, label="(32,)"]; -"9 features_7_block_2_fc2_bias" -> "275 conv2d_29" [style=solid, label="(120,)"]; -"10 features_8_block_2_fc1_bias" -> "313 conv2d_33" [style=solid, label="(40,)"]; -"11 features_8_block_2_fc2_bias" -> "319 conv2d_34" [style=solid, label="(144,)"]; -"12 features_9_block_2_fc1_bias" -> "360 conv2d_38" [style=solid, label="(72,)"]; -"13 features_9_block_2_fc2_bias" -> "366 conv2d_39" [style=solid, label="(288,)"]; -"14 features_10_block_2_fc1_bias" -> "404 conv2d_43" [style=solid, label="(144,)"]; -"15 features_10_block_2_fc2_bias" -> "410 conv2d_44" [style=solid, label="(576,)"]; -"16 features_11_block_2_fc1_bias" -> "451 conv2d_48" [style=solid, label="(144,)"]; -"17 features_11_block_2_fc2_bias" -> "457 conv2d_49" [style=solid, label="(576,)"]; -"18 classifier_0_bias" -> "492 linear" [style=solid, label="(1024,)"]; -"19 classifier_3_bias" -> "501 linear_1" [style=solid, label="(1000,)"]; +"39 dequantize_per_tensor_10" [id=39, type="dequantize_per_tensor"]; +"40 adaptive_avg_pool2d" [id=40, type="adaptive_avg_pool2d"]; +"41 quantize_per_tensor_11" [id=41, type="quantize_per_tensor"]; +"42 dequantize_per_tensor_12" [id=42, type="dequantize_per_tensor"]; +"43 _frozen_param2" [id=43, type="get_attr"]; +"44 dequantize_per_tensor_13" [id=44, type="dequantize_per_tensor"]; +"45 conv2d_2" [id=45, type=conv2d]; +"46 relu" [id=46, type=relu]; +"47 quantize_per_tensor_14" [id=47, type="quantize_per_tensor"]; +"48 dequantize_per_tensor_15" [id=48, type="dequantize_per_tensor"]; +"49 _frozen_param3" [id=49, type="get_attr"]; +"50 dequantize_per_tensor_16" [id=50, type="dequantize_per_tensor"]; +"51 conv2d_3" [id=51, type=conv2d]; +"52 quantize_per_tensor_17" [id=52, type="quantize_per_tensor"]; +"53 dequantize_per_tensor_18" [id=53, type="dequantize_per_tensor"]; +"54 hardsigmoid" [id=54, type=hardsigmoid]; +"55 quantize_per_tensor_19" [id=55, type="quantize_per_tensor"]; +"56 dequantize_per_tensor_20" [id=56, type="dequantize_per_tensor"]; +"57 mul" [id=57, type=mul]; +"58 quantize_per_tensor_21" [id=58, type="quantize_per_tensor"]; +"59 dequantize_per_tensor_22" [id=59, type="dequantize_per_tensor"]; +"60 features_1_block_2_0_weight_bias" [id=60, type="get_attr"]; +"61 _frozen_param4" [id=61, type="get_attr"]; +"62 dequantize_per_tensor_23" [id=62, type="dequantize_per_tensor"]; +"63 conv2d_4" [id=63, type=conv2d]; +"64 quantize_per_tensor_24" [id=64, type="quantize_per_tensor"]; +"65 dequantize_per_tensor_25" [id=65, type="dequantize_per_tensor"]; +"66 features_2_block_0_0_weight_bias" [id=66, type="get_attr"]; +"67 _frozen_param5" [id=67, type="get_attr"]; +"68 dequantize_per_tensor_26" [id=68, type="dequantize_per_tensor"]; +"69 conv2d_5" [id=69, type=conv2d]; +"70 relu__1" [id=70, type="relu_"]; +"71 quantize_per_tensor_27" [id=71, type="quantize_per_tensor"]; +"72 dequantize_per_tensor_28" [id=72, type="dequantize_per_tensor"]; +"73 features_2_block_1_0_weight_bias" [id=73, type="get_attr"]; +"74 _frozen_param6" [id=74, type="get_attr"]; +"75 dequantize_per_tensor_29" [id=75, type="dequantize_per_tensor"]; +"76 conv2d_6" [id=76, type=conv2d]; +"77 relu__2" [id=77, type="relu_"]; +"78 quantize_per_tensor_30" [id=78, type="quantize_per_tensor"]; +"79 dequantize_per_tensor_31" [id=79, type="dequantize_per_tensor"]; +"80 features_2_block_2_0_weight_bias" [id=80, type="get_attr"]; +"81 _frozen_param7" [id=81, type="get_attr"]; +"82 dequantize_per_tensor_32" [id=82, type="dequantize_per_tensor"]; +"83 conv2d_7" [id=83, type=conv2d]; +"84 quantize_per_tensor_33" [id=84, type="quantize_per_tensor"]; +"85 dequantize_per_tensor_34" [id=85, type="dequantize_per_tensor"]; +"86 dequantize_per_tensor_35" [id=86, type="dequantize_per_tensor"]; +"87 features_3_block_0_0_weight_bias" [id=87, type="get_attr"]; +"88 _frozen_param8" [id=88, type="get_attr"]; +"89 dequantize_per_tensor_36" [id=89, type="dequantize_per_tensor"]; +"90 conv2d_8" [id=90, type=conv2d]; +"91 relu__3" [id=91, type="relu_"]; +"92 quantize_per_tensor_37" [id=92, type="quantize_per_tensor"]; +"93 dequantize_per_tensor_38" [id=93, type="dequantize_per_tensor"]; +"94 features_3_block_1_0_weight_bias" [id=94, type="get_attr"]; +"95 _frozen_param9" [id=95, type="get_attr"]; +"96 dequantize_per_tensor_39" [id=96, type="dequantize_per_tensor"]; +"97 conv2d_9" [id=97, type=conv2d]; +"98 relu__4" [id=98, type="relu_"]; +"99 quantize_per_tensor_40" [id=99, type="quantize_per_tensor"]; +"100 dequantize_per_tensor_41" [id=100, type="dequantize_per_tensor"]; +"101 features_3_block_2_0_weight_bias" [id=101, type="get_attr"]; +"102 _frozen_param10" [id=102, type="get_attr"]; +"103 dequantize_per_tensor_42" [id=103, type="dequantize_per_tensor"]; +"104 conv2d_10" [id=104, type=conv2d]; +"105 quantize_per_tensor_43" [id=105, type="quantize_per_tensor"]; +"106 dequantize_per_tensor_44" [id=106, type="dequantize_per_tensor"]; +"107 add_" [id=107, type="add_"]; +"108 quantize_per_tensor_45" [id=108, type="quantize_per_tensor"]; +"109 dequantize_per_tensor_46" [id=109, type="dequantize_per_tensor"]; +"110 features_4_block_0_0_weight_bias" [id=110, type="get_attr"]; +"111 _frozen_param11" [id=111, type="get_attr"]; +"112 dequantize_per_tensor_47" [id=112, type="dequantize_per_tensor"]; +"113 conv2d_11" [id=113, type=conv2d]; +"114 quantize_per_tensor_48" [id=114, type="quantize_per_tensor"]; +"115 dequantize_per_tensor_49" [id=115, type="dequantize_per_tensor"]; +"116 hardswish__1" [id=116, type="hardswish_"]; +"117 quantize_per_tensor_50" [id=117, type="quantize_per_tensor"]; +"118 dequantize_per_tensor_51" [id=118, type="dequantize_per_tensor"]; +"119 features_4_block_1_0_weight_bias" [id=119, type="get_attr"]; +"120 _frozen_param12" [id=120, type="get_attr"]; +"121 dequantize_per_tensor_52" [id=121, type="dequantize_per_tensor"]; +"122 conv2d_12" [id=122, type=conv2d]; +"123 quantize_per_tensor_53" [id=123, type="quantize_per_tensor"]; +"124 dequantize_per_tensor_54" [id=124, type="dequantize_per_tensor"]; +"125 hardswish__2" [id=125, type="hardswish_"]; +"126 quantize_per_tensor_55" [id=126, type="quantize_per_tensor"]; +"127 dequantize_per_tensor_56" [id=127, type="dequantize_per_tensor"]; +"128 dequantize_per_tensor_57" [id=128, type="dequantize_per_tensor"]; +"129 adaptive_avg_pool2d_1" [id=129, type="adaptive_avg_pool2d"]; +"130 quantize_per_tensor_58" [id=130, type="quantize_per_tensor"]; +"131 dequantize_per_tensor_59" [id=131, type="dequantize_per_tensor"]; +"132 _frozen_param13" [id=132, type="get_attr"]; +"133 dequantize_per_tensor_60" [id=133, type="dequantize_per_tensor"]; +"134 conv2d_13" [id=134, type=conv2d]; +"135 relu_1" [id=135, type=relu]; +"136 quantize_per_tensor_61" [id=136, type="quantize_per_tensor"]; +"137 dequantize_per_tensor_62" [id=137, type="dequantize_per_tensor"]; +"138 _frozen_param14" [id=138, type="get_attr"]; +"139 dequantize_per_tensor_63" [id=139, type="dequantize_per_tensor"]; +"140 conv2d_14" [id=140, type=conv2d]; +"141 quantize_per_tensor_64" [id=141, type="quantize_per_tensor"]; +"142 dequantize_per_tensor_65" [id=142, type="dequantize_per_tensor"]; +"143 hardsigmoid_1" [id=143, type=hardsigmoid]; +"144 quantize_per_tensor_66" [id=144, type="quantize_per_tensor"]; +"145 dequantize_per_tensor_67" [id=145, type="dequantize_per_tensor"]; +"146 mul_1" [id=146, type=mul]; +"147 quantize_per_tensor_68" [id=147, type="quantize_per_tensor"]; +"148 dequantize_per_tensor_69" [id=148, type="dequantize_per_tensor"]; +"149 features_4_block_3_0_weight_bias" [id=149, type="get_attr"]; +"150 _frozen_param15" [id=150, type="get_attr"]; +"151 dequantize_per_tensor_70" [id=151, type="dequantize_per_tensor"]; +"152 conv2d_15" [id=152, type=conv2d]; +"153 quantize_per_tensor_71" [id=153, type="quantize_per_tensor"]; +"154 dequantize_per_tensor_72" [id=154, type="dequantize_per_tensor"]; +"155 dequantize_per_tensor_73" [id=155, type="dequantize_per_tensor"]; +"156 features_5_block_0_0_weight_bias" [id=156, type="get_attr"]; +"157 _frozen_param16" [id=157, type="get_attr"]; +"158 dequantize_per_tensor_74" [id=158, type="dequantize_per_tensor"]; +"159 conv2d_16" [id=159, type=conv2d]; +"160 quantize_per_tensor_75" [id=160, type="quantize_per_tensor"]; +"161 dequantize_per_tensor_76" [id=161, type="dequantize_per_tensor"]; +"162 hardswish__3" [id=162, type="hardswish_"]; +"163 quantize_per_tensor_77" [id=163, type="quantize_per_tensor"]; +"164 dequantize_per_tensor_78" [id=164, type="dequantize_per_tensor"]; +"165 features_5_block_1_0_weight_bias" [id=165, type="get_attr"]; +"166 _frozen_param17" [id=166, type="get_attr"]; +"167 dequantize_per_tensor_79" [id=167, type="dequantize_per_tensor"]; +"168 conv2d_17" [id=168, type=conv2d]; +"169 quantize_per_tensor_80" [id=169, type="quantize_per_tensor"]; +"170 dequantize_per_tensor_81" [id=170, type="dequantize_per_tensor"]; +"171 hardswish__4" [id=171, type="hardswish_"]; +"172 quantize_per_tensor_82" [id=172, type="quantize_per_tensor"]; +"173 dequantize_per_tensor_83" [id=173, type="dequantize_per_tensor"]; +"174 dequantize_per_tensor_84" [id=174, type="dequantize_per_tensor"]; +"175 adaptive_avg_pool2d_2" [id=175, type="adaptive_avg_pool2d"]; +"176 quantize_per_tensor_85" [id=176, type="quantize_per_tensor"]; +"177 dequantize_per_tensor_86" [id=177, type="dequantize_per_tensor"]; +"178 _frozen_param18" [id=178, type="get_attr"]; +"179 dequantize_per_tensor_87" [id=179, type="dequantize_per_tensor"]; +"180 conv2d_18" [id=180, type=conv2d]; +"181 relu_2" [id=181, type=relu]; +"182 quantize_per_tensor_88" [id=182, type="quantize_per_tensor"]; +"183 dequantize_per_tensor_89" [id=183, type="dequantize_per_tensor"]; +"184 _frozen_param19" [id=184, type="get_attr"]; +"185 dequantize_per_tensor_90" [id=185, type="dequantize_per_tensor"]; +"186 conv2d_19" [id=186, type=conv2d]; +"187 quantize_per_tensor_91" [id=187, type="quantize_per_tensor"]; +"188 dequantize_per_tensor_92" [id=188, 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type="dequantize_per_tensor"]; +"445 conv2d_46" [id=445, type=conv2d]; +"446 quantize_per_tensor_243" [id=446, type="quantize_per_tensor"]; +"447 dequantize_per_tensor_244" [id=447, type="dequantize_per_tensor"]; +"448 hardswish__15" [id=448, type="hardswish_"]; +"449 quantize_per_tensor_245" [id=449, type="quantize_per_tensor"]; +"450 dequantize_per_tensor_246" [id=450, type="dequantize_per_tensor"]; +"451 features_11_block_1_0_weight_bias" [id=451, type="get_attr"]; +"452 _frozen_param47" [id=452, type="get_attr"]; +"453 dequantize_per_tensor_247" [id=453, type="dequantize_per_tensor"]; +"454 conv2d_47" [id=454, type=conv2d]; +"455 quantize_per_tensor_248" [id=455, type="quantize_per_tensor"]; +"456 dequantize_per_tensor_249" [id=456, type="dequantize_per_tensor"]; +"457 hardswish__16" [id=457, type="hardswish_"]; +"458 quantize_per_tensor_250" [id=458, type="quantize_per_tensor"]; +"459 dequantize_per_tensor_251" [id=459, type="dequantize_per_tensor"]; +"460 dequantize_per_tensor_252" [id=460, type="dequantize_per_tensor"]; +"461 adaptive_avg_pool2d_8" [id=461, type="adaptive_avg_pool2d"]; +"462 quantize_per_tensor_253" [id=462, type="quantize_per_tensor"]; +"463 dequantize_per_tensor_254" [id=463, type="dequantize_per_tensor"]; +"464 _frozen_param48" [id=464, type="get_attr"]; +"465 dequantize_per_tensor_255" [id=465, type="dequantize_per_tensor"]; +"466 conv2d_48" [id=466, type=conv2d]; +"467 relu_8" [id=467, type=relu]; +"468 quantize_per_tensor_256" [id=468, type="quantize_per_tensor"]; +"469 dequantize_per_tensor_257" [id=469, type="dequantize_per_tensor"]; +"470 _frozen_param49" [id=470, type="get_attr"]; +"471 dequantize_per_tensor_258" [id=471, type="dequantize_per_tensor"]; +"472 conv2d_49" [id=472, type=conv2d]; +"473 quantize_per_tensor_259" [id=473, type="quantize_per_tensor"]; +"474 dequantize_per_tensor_260" [id=474, type="dequantize_per_tensor"]; +"475 hardsigmoid_8" [id=475, type=hardsigmoid]; +"476 quantize_per_tensor_261" [id=476, type="quantize_per_tensor"]; +"477 dequantize_per_tensor_262" [id=477, type="dequantize_per_tensor"]; +"478 mul_8" [id=478, type=mul]; +"479 quantize_per_tensor_263" [id=479, type="quantize_per_tensor"]; +"480 dequantize_per_tensor_264" [id=480, type="dequantize_per_tensor"]; +"481 features_11_block_3_0_weight_bias" [id=481, type="get_attr"]; +"482 _frozen_param50" [id=482, type="get_attr"]; +"483 dequantize_per_tensor_265" [id=483, type="dequantize_per_tensor"]; +"484 conv2d_50" [id=484, type=conv2d]; +"485 quantize_per_tensor_266" [id=485, type="quantize_per_tensor"]; +"486 dequantize_per_tensor_267" [id=486, type="dequantize_per_tensor"]; +"487 add__5" [id=487, type="add_"]; +"488 quantize_per_tensor_268" [id=488, type="quantize_per_tensor"]; +"489 dequantize_per_tensor_269" [id=489, type="dequantize_per_tensor"]; +"490 features_12_0_weight_bias" [id=490, type="get_attr"]; +"491 _frozen_param51" [id=491, type="get_attr"]; +"492 dequantize_per_tensor_270" [id=492, type="dequantize_per_tensor"]; +"493 conv2d_51" [id=493, type=conv2d]; +"494 quantize_per_tensor_271" [id=494, type="quantize_per_tensor"]; +"495 dequantize_per_tensor_272" [id=495, type="dequantize_per_tensor"]; +"496 hardswish__17" [id=496, type="hardswish_"]; +"497 quantize_per_tensor_273" [id=497, type="quantize_per_tensor"]; +"498 dequantize_per_tensor_274" [id=498, type="dequantize_per_tensor"]; +"499 adaptive_avg_pool2d_9" [id=499, type="adaptive_avg_pool2d"]; +"500 quantize_per_tensor_275" [id=500, type="quantize_per_tensor"]; +"501 dequantize_per_tensor_276" [id=501, type="dequantize_per_tensor"]; +"502 flatten" [id=502, type=flatten]; +"503 quantize_per_tensor_277" [id=503, type="quantize_per_tensor"]; +"504 dequantize_per_tensor_278" [id=504, type="dequantize_per_tensor"]; +"505 _frozen_param52" [id=505, type="get_attr"]; +"506 dequantize_per_tensor_279" [id=506, type="dequantize_per_tensor"]; +"507 linear" [id=507, type=linear]; +"508 quantize_per_tensor_280" [id=508, type="quantize_per_tensor"]; +"509 dequantize_per_tensor_281" [id=509, type="dequantize_per_tensor"]; +"510 hardswish__18" [id=510, type="hardswish_"]; +"511 dropout_" [id=511, type="dropout_"]; +"512 quantize_per_tensor_282" [id=512, type="quantize_per_tensor"]; +"513 dequantize_per_tensor_283" [id=513, type="dequantize_per_tensor"]; +"514 _frozen_param53" [id=514, type="get_attr"]; +"515 dequantize_per_tensor_284" [id=515, type="dequantize_per_tensor"]; +"516 linear_1" [id=516, type=linear]; +"517 quantize_per_tensor_285" [id=517, type="quantize_per_tensor"]; +"518 dequantize_per_tensor_286" [id=518, type="dequantize_per_tensor"]; +"519 output" [id=519, type=output]; +"0 features_1_block_1_fc1_bias" -> "45 conv2d_2" [style=solid, label="(8,)"]; +"1 features_1_block_1_fc2_bias" -> "51 conv2d_3" [style=solid, label="(16,)"]; +"2 features_4_block_2_fc1_bias" -> "134 conv2d_13" [style=solid, label="(24,)"]; +"3 features_4_block_2_fc2_bias" -> "140 conv2d_14" [style=solid, label="(96,)"]; +"4 features_5_block_2_fc1_bias" -> "180 conv2d_18" [style=solid, label="(64,)"]; +"5 features_5_block_2_fc2_bias" -> "186 conv2d_19" [style=solid, label="(240,)"]; +"6 features_6_block_2_fc1_bias" -> "229 conv2d_23" [style=solid, label="(64,)"]; +"7 features_6_block_2_fc2_bias" -> "235 conv2d_24" [style=solid, label="(240,)"]; +"8 features_7_block_2_fc1_bias" -> "277 conv2d_28" [style=solid, label="(32,)"]; +"9 features_7_block_2_fc2_bias" -> "283 conv2d_29" [style=solid, label="(120,)"]; +"10 features_8_block_2_fc1_bias" -> "323 conv2d_33" [style=solid, label="(40,)"]; +"11 features_8_block_2_fc2_bias" -> "329 conv2d_34" [style=solid, label="(144,)"]; +"12 features_9_block_2_fc1_bias" -> "371 conv2d_38" [style=solid, label="(72,)"]; +"13 features_9_block_2_fc2_bias" -> "377 conv2d_39" [style=solid, label="(288,)"]; +"14 features_10_block_2_fc1_bias" -> "417 conv2d_43" [style=solid, label="(144,)"]; +"15 features_10_block_2_fc2_bias" -> "423 conv2d_44" [style=solid, label="(576,)"]; +"16 features_11_block_2_fc1_bias" -> "466 conv2d_48" [style=solid, label="(144,)"]; +"17 features_11_block_2_fc2_bias" -> "472 conv2d_49" [style=solid, label="(576,)"]; +"18 classifier_0_bias" -> "507 linear" [style=solid, label="(1024,)"]; +"19 classifier_3_bias" -> "516 linear_1" [style=solid, label="(1000,)"]; "20 x" -> "21 quantize_per_tensor_0" [style=solid, label="(1, 3, 224, 224)"]; "21 quantize_per_tensor_0" -> "22 dequantize_per_tensor_1" [style=solid, label="(1, 3, 224, 224)"]; "22 dequantize_per_tensor_1" -> "26 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -542,485 +557,500 @@ strict digraph { "35 conv2d_1" -> "36 relu_" [style=solid, label="(1, 16, 56, 56)"]; "36 relu_" -> "37 quantize_per_tensor_8" [style=solid, label="(1, 16, 56, 56)"]; "37 quantize_per_tensor_8" -> "38 dequantize_per_tensor_9" [style=solid, label="(1, 16, 56, 56)"]; -"38 dequantize_per_tensor_9" -> "39 adaptive_avg_pool2d" [style=solid, label="(1, 16, 56, 56)"]; -"38 dequantize_per_tensor_9" -> "56 mul" [style=solid, label="(1, 16, 56, 56)"]; -"39 adaptive_avg_pool2d" -> "40 quantize_per_tensor_10" [style=solid, label="(1, 16, 1, 1)"]; -"40 quantize_per_tensor_10" -> "41 dequantize_per_tensor_11" [style=solid, label="(1, 16, 1, 1)"]; -"41 dequantize_per_tensor_11" -> "44 conv2d_2" [style=solid, label="(1, 16, 1, 1)"]; -"42 _frozen_param2" -> "43 dequantize_per_tensor_12" [style=solid, label="(8, 16, 1, 1)"]; -"43 dequantize_per_tensor_12" -> "44 conv2d_2" [style=solid, label="(8, 16, 1, 1)"]; -"44 conv2d_2" -> "45 relu" [style=solid, label="(1, 8, 1, 1)"]; -"45 relu" -> "46 quantize_per_tensor_13" [style=solid, label="(1, 8, 1, 1)"]; -"46 quantize_per_tensor_13" -> "47 dequantize_per_tensor_14" [style=solid, label="(1, 8, 1, 1)"]; -"47 dequantize_per_tensor_14" -> "50 conv2d_3" [style=solid, label="(1, 8, 1, 1)"]; -"48 _frozen_param3" -> "49 dequantize_per_tensor_15" [style=solid, label="(16, 8, 1, 1)"]; -"49 dequantize_per_tensor_15" -> "50 conv2d_3" [style=solid, label="(16, 8, 1, 1)"]; -"50 conv2d_3" -> "51 quantize_per_tensor_16" [style=solid, label="(1, 16, 1, 1)"]; -"51 quantize_per_tensor_16" -> "52 dequantize_per_tensor_17" [style=solid, label="(1, 16, 1, 1)"]; -"52 dequantize_per_tensor_17" -> "53 hardsigmoid" [style=solid, label="(1, 16, 1, 1)"]; -"53 hardsigmoid" -> "54 quantize_per_tensor_18" [style=solid, label="(1, 16, 1, 1)"]; -"54 quantize_per_tensor_18" -> "55 dequantize_per_tensor_19" [style=solid, label="(1, 16, 1, 1)"]; -"55 dequantize_per_tensor_19" -> "56 mul" [style=solid, label="(1, 16, 1, 1)"]; -"56 mul" -> "57 quantize_per_tensor_20" [style=solid, label="(1, 16, 56, 56)"]; -"57 quantize_per_tensor_20" -> "58 dequantize_per_tensor_21" [style=solid, label="(1, 16, 56, 56)"]; -"58 dequantize_per_tensor_21" -> "62 conv2d_4" [style=solid, label="(1, 16, 56, 56)"]; -"59 features_1_block_2_0_weight_bias" -> "62 conv2d_4" [style=solid, label="(16,)"]; -"60 _frozen_param4" -> "61 dequantize_per_tensor_22" [style=solid, label="(16, 16, 1, 1)"]; -"61 dequantize_per_tensor_22" -> "62 conv2d_4" [style=solid, label="(16, 16, 1, 1)"]; -"62 conv2d_4" -> "63 quantize_per_tensor_23" [style=solid, label="(1, 16, 56, 56)"]; -"63 quantize_per_tensor_23" -> "64 dequantize_per_tensor_24" [style=solid, label="(1, 16, 56, 56)"]; -"64 dequantize_per_tensor_24" -> "68 conv2d_5" [style=solid, label="(1, 16, 56, 56)"]; -"65 features_2_block_0_0_weight_bias" -> "68 conv2d_5" [style=solid, label="(72,)"]; -"66 _frozen_param5" -> "67 dequantize_per_tensor_25" [style=solid, label="(72, 16, 1, 1)"]; -"67 dequantize_per_tensor_25" -> "68 conv2d_5" [style=solid, label="(72, 16, 1, 1)"]; -"68 conv2d_5" -> "69 relu__1" [style=solid, label="(1, 72, 56, 56)"]; -"69 relu__1" -> "70 quantize_per_tensor_26" [style=solid, label="(1, 72, 56, 56)"]; -"70 quantize_per_tensor_26" -> "71 dequantize_per_tensor_27" [style=solid, label="(1, 72, 56, 56)"]; -"71 dequantize_per_tensor_27" -> "75 conv2d_6" [style=solid, label="(1, 72, 56, 56)"]; -"72 features_2_block_1_0_weight_bias" -> "75 conv2d_6" [style=solid, label="(72,)"]; -"73 _frozen_param6" -> "74 dequantize_per_tensor_28" [style=solid, label="(72, 1, 3, 3)"]; -"74 dequantize_per_tensor_28" -> "75 conv2d_6" [style=solid, label="(72, 1, 3, 3)"]; -"75 conv2d_6" -> "76 relu__2" [style=solid, label="(1, 72, 28, 28)"]; -"76 relu__2" -> "77 quantize_per_tensor_29" [style=solid, label="(1, 72, 28, 28)"]; -"77 quantize_per_tensor_29" -> "78 dequantize_per_tensor_30" [style=solid, label="(1, 72, 28, 28)"]; -"78 dequantize_per_tensor_30" -> "82 conv2d_7" [style=solid, label="(1, 72, 28, 28)"]; -"79 features_2_block_2_0_weight_bias" -> "82 conv2d_7" [style=solid, label="(24,)"]; -"80 _frozen_param7" -> "81 dequantize_per_tensor_31" [style=solid, label="(24, 72, 1, 1)"]; -"81 dequantize_per_tensor_31" -> "82 conv2d_7" [style=solid, label="(24, 72, 1, 1)"]; -"82 conv2d_7" -> "83 quantize_per_tensor_32" [style=solid, label="(1, 24, 28, 28)"]; -"83 quantize_per_tensor_32" -> "84 dequantize_per_tensor_33" [style=solid, label="(1, 24, 28, 28)"]; -"84 dequantize_per_tensor_33" -> "88 conv2d_8" [style=solid, label="(1, 24, 28, 28)"]; -"84 dequantize_per_tensor_33" -> "105 add_" [style=solid, label="(1, 24, 28, 28)"]; -"85 features_3_block_0_0_weight_bias" -> "88 conv2d_8" [style=solid, label="(88,)"]; -"86 _frozen_param8" -> "87 dequantize_per_tensor_34" [style=solid, label="(88, 24, 1, 1)"]; -"87 dequantize_per_tensor_34" -> "88 conv2d_8" [style=solid, label="(88, 24, 1, 1)"]; -"88 conv2d_8" -> "89 relu__3" [style=solid, label="(1, 88, 28, 28)"]; -"89 relu__3" -> "90 quantize_per_tensor_35" [style=solid, label="(1, 88, 28, 28)"]; -"90 quantize_per_tensor_35" -> "91 dequantize_per_tensor_36" [style=solid, label="(1, 88, 28, 28)"]; -"91 dequantize_per_tensor_36" -> "95 conv2d_9" [style=solid, label="(1, 88, 28, 28)"]; -"92 features_3_block_1_0_weight_bias" -> "95 conv2d_9" [style=solid, label="(88,)"]; -"93 _frozen_param9" -> "94 dequantize_per_tensor_37" [style=solid, label="(88, 1, 3, 3)"]; -"94 dequantize_per_tensor_37" -> "95 conv2d_9" [style=solid, label="(88, 1, 3, 3)"]; -"95 conv2d_9" -> "96 relu__4" [style=solid, label="(1, 88, 28, 28)"]; -"96 relu__4" -> "97 quantize_per_tensor_38" [style=solid, label="(1, 88, 28, 28)"]; -"97 quantize_per_tensor_38" -> "98 dequantize_per_tensor_39" [style=solid, label="(1, 88, 28, 28)"]; -"98 dequantize_per_tensor_39" -> "102 conv2d_10" [style=solid, label="(1, 88, 28, 28)"]; -"99 features_3_block_2_0_weight_bias" -> "102 conv2d_10" [style=solid, label="(24,)"]; -"100 _frozen_param10" -> "101 dequantize_per_tensor_40" [style=solid, label="(24, 88, 1, 1)"]; -"101 dequantize_per_tensor_40" -> "102 conv2d_10" [style=solid, label="(24, 88, 1, 1)"]; -"102 conv2d_10" -> "103 quantize_per_tensor_41" [style=solid, label="(1, 24, 28, 28)"]; -"103 quantize_per_tensor_41" -> "104 dequantize_per_tensor_42" [style=solid, label="(1, 24, 28, 28)"]; -"104 dequantize_per_tensor_42" -> "105 add_" [style=solid, label="(1, 24, 28, 28)"]; -"105 add_" -> "106 quantize_per_tensor_43" [style=solid, label="(1, 24, 28, 28)"]; -"106 quantize_per_tensor_43" -> "107 dequantize_per_tensor_44" [style=solid, label="(1, 24, 28, 28)"]; -"107 dequantize_per_tensor_44" -> "111 conv2d_11" [style=solid, label="(1, 24, 28, 28)"]; -"108 features_4_block_0_0_weight_bias" -> "111 conv2d_11" [style=solid, label="(96,)"]; -"109 _frozen_param11" -> "110 dequantize_per_tensor_45" [style=solid, label="(96, 24, 1, 1)"]; -"110 dequantize_per_tensor_45" -> "111 conv2d_11" [style=solid, label="(96, 24, 1, 1)"]; -"111 conv2d_11" -> "112 quantize_per_tensor_46" [style=solid, label="(1, 96, 28, 28)"]; -"112 quantize_per_tensor_46" -> "113 dequantize_per_tensor_47" [style=solid, label="(1, 96, 28, 28)"]; -"113 dequantize_per_tensor_47" -> "114 hardswish__1" [style=solid, label="(1, 96, 28, 28)"]; -"114 hardswish__1" -> "115 quantize_per_tensor_48" [style=solid, label="(1, 96, 28, 28)"]; -"115 quantize_per_tensor_48" -> "116 dequantize_per_tensor_49" [style=solid, label="(1, 96, 28, 28)"]; -"116 dequantize_per_tensor_49" -> "120 conv2d_12" [style=solid, label="(1, 96, 28, 28)"]; -"117 features_4_block_1_0_weight_bias" -> "120 conv2d_12" [style=solid, label="(96,)"]; -"118 _frozen_param12" -> "119 dequantize_per_tensor_50" [style=solid, label="(96, 1, 5, 5)"]; -"119 dequantize_per_tensor_50" -> "120 conv2d_12" [style=solid, label="(96, 1, 5, 5)"]; -"120 conv2d_12" -> "121 quantize_per_tensor_51" [style=solid, label="(1, 96, 14, 14)"]; -"121 quantize_per_tensor_51" -> "122 dequantize_per_tensor_52" [style=solid, label="(1, 96, 14, 14)"]; -"122 dequantize_per_tensor_52" -> "123 hardswish__2" [style=solid, label="(1, 96, 14, 14)"]; -"123 hardswish__2" -> "124 quantize_per_tensor_53" [style=solid, label="(1, 96, 14, 14)"]; -"124 quantize_per_tensor_53" -> "125 dequantize_per_tensor_54" [style=solid, label="(1, 96, 14, 14)"]; -"125 dequantize_per_tensor_54" -> "126 adaptive_avg_pool2d_1" [style=solid, label="(1, 96, 14, 14)"]; -"125 dequantize_per_tensor_54" -> "143 mul_1" [style=solid, label="(1, 96, 14, 14)"]; -"126 adaptive_avg_pool2d_1" -> "127 quantize_per_tensor_55" [style=solid, label="(1, 96, 1, 1)"]; -"127 quantize_per_tensor_55" -> "128 dequantize_per_tensor_56" [style=solid, label="(1, 96, 1, 1)"]; -"128 dequantize_per_tensor_56" -> "131 conv2d_13" [style=solid, label="(1, 96, 1, 1)"]; -"129 _frozen_param13" -> "130 dequantize_per_tensor_57" [style=solid, label="(24, 96, 1, 1)"]; -"130 dequantize_per_tensor_57" -> "131 conv2d_13" [style=solid, label="(24, 96, 1, 1)"]; -"131 conv2d_13" -> "132 relu_1" [style=solid, label="(1, 24, 1, 1)"]; -"132 relu_1" -> "133 quantize_per_tensor_58" [style=solid, label="(1, 24, 1, 1)"]; -"133 quantize_per_tensor_58" -> "134 dequantize_per_tensor_59" [style=solid, label="(1, 24, 1, 1)"]; -"134 dequantize_per_tensor_59" -> "137 conv2d_14" [style=solid, label="(1, 24, 1, 1)"]; -"135 _frozen_param14" -> "136 dequantize_per_tensor_60" [style=solid, label="(96, 24, 1, 1)"]; -"136 dequantize_per_tensor_60" -> "137 conv2d_14" [style=solid, label="(96, 24, 1, 1)"]; -"137 conv2d_14" -> "138 quantize_per_tensor_61" [style=solid, label="(1, 96, 1, 1)"]; -"138 quantize_per_tensor_61" -> "139 dequantize_per_tensor_62" [style=solid, label="(1, 96, 1, 1)"]; -"139 dequantize_per_tensor_62" -> "140 hardsigmoid_1" [style=solid, label="(1, 96, 1, 1)"]; -"140 hardsigmoid_1" -> "141 quantize_per_tensor_63" [style=solid, label="(1, 96, 1, 1)"]; -"141 quantize_per_tensor_63" -> "142 dequantize_per_tensor_64" [style=solid, label="(1, 96, 1, 1)"]; -"142 dequantize_per_tensor_64" -> "143 mul_1" [style=solid, label="(1, 96, 1, 1)"]; -"143 mul_1" -> "144 quantize_per_tensor_65" [style=solid, label="(1, 96, 14, 14)"]; -"144 quantize_per_tensor_65" -> "145 dequantize_per_tensor_66" [style=solid, label="(1, 96, 14, 14)"]; -"145 dequantize_per_tensor_66" -> "149 conv2d_15" [style=solid, label="(1, 96, 14, 14)"]; -"146 features_4_block_3_0_weight_bias" -> 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dequantize_per_tensor_213" -> "396 conv2d_41" [style=solid, label="(576, 96, 1, 1)"]; +"396 conv2d_41" -> "397 quantize_per_tensor_214" [style=solid, label="(1, 576, 7, 7)"]; +"397 quantize_per_tensor_214" -> "398 dequantize_per_tensor_215" [style=solid, label="(1, 576, 7, 7)"]; +"398 dequantize_per_tensor_215" -> "399 hardswish__13" [style=solid, label="(1, 576, 7, 7)"]; +"399 hardswish__13" -> "400 quantize_per_tensor_216" [style=solid, label="(1, 576, 7, 7)"]; +"400 quantize_per_tensor_216" -> "401 dequantize_per_tensor_217" [style=solid, label="(1, 576, 7, 7)"]; +"401 dequantize_per_tensor_217" -> "405 conv2d_42" [style=solid, label="(1, 576, 7, 7)"]; +"402 features_10_block_1_0_weight_bias" -> "405 conv2d_42" [style=solid, label="(576,)"]; +"403 _frozen_param42" -> "404 dequantize_per_tensor_218" [style=solid, label="(576, 1, 5, 5)"]; +"404 dequantize_per_tensor_218" -> "405 conv2d_42" [style=solid, label="(576, 1, 5, 5)"]; +"405 conv2d_42" -> "406 quantize_per_tensor_219" [style=solid, label="(1, 576, 7, 7)"]; +"406 quantize_per_tensor_219" -> "407 dequantize_per_tensor_220" [style=solid, label="(1, 576, 7, 7)"]; +"407 dequantize_per_tensor_220" -> "408 hardswish__14" [style=solid, label="(1, 576, 7, 7)"]; +"408 hardswish__14" -> "409 quantize_per_tensor_221" [style=solid, label="(1, 576, 7, 7)"]; +"409 quantize_per_tensor_221" -> "410 dequantize_per_tensor_222" [style=solid, label="(1, 576, 7, 7)"]; +"409 quantize_per_tensor_221" -> "411 dequantize_per_tensor_223" [style=solid, label="(1, 576, 7, 7)"]; +"410 dequantize_per_tensor_222" -> "429 mul_7" [style=solid, label="(1, 576, 7, 7)"]; +"411 dequantize_per_tensor_223" -> "412 adaptive_avg_pool2d_7" [style=solid, label="(1, 576, 7, 7)"]; +"412 adaptive_avg_pool2d_7" -> "413 quantize_per_tensor_224" [style=solid, label="(1, 576, 1, 1)"]; +"413 quantize_per_tensor_224" -> "414 dequantize_per_tensor_225" [style=solid, label="(1, 576, 1, 1)"]; +"414 dequantize_per_tensor_225" -> "417 conv2d_43" [style=solid, label="(1, 576, 1, 1)"]; +"415 _frozen_param43" -> "416 dequantize_per_tensor_226" [style=solid, label="(144, 576, 1, 1)"]; +"416 dequantize_per_tensor_226" -> "417 conv2d_43" [style=solid, label="(144, 576, 1, 1)"]; +"417 conv2d_43" -> "418 relu_7" [style=solid, label="(1, 144, 1, 1)"]; +"418 relu_7" -> "419 quantize_per_tensor_227" [style=solid, label="(1, 144, 1, 1)"]; +"419 quantize_per_tensor_227" -> "420 dequantize_per_tensor_228" [style=solid, label="(1, 144, 1, 1)"]; +"420 dequantize_per_tensor_228" -> "423 conv2d_44" [style=solid, label="(1, 144, 1, 1)"]; +"421 _frozen_param44" -> "422 dequantize_per_tensor_229" [style=solid, label="(576, 144, 1, 1)"]; +"422 dequantize_per_tensor_229" -> "423 conv2d_44" [style=solid, label="(576, 144, 1, 1)"]; +"423 conv2d_44" -> "424 quantize_per_tensor_230" [style=solid, label="(1, 576, 1, 1)"]; +"424 quantize_per_tensor_230" -> "425 dequantize_per_tensor_231" [style=solid, label="(1, 576, 1, 1)"]; +"425 dequantize_per_tensor_231" -> "426 hardsigmoid_7" [style=solid, label="(1, 576, 1, 1)"]; +"426 hardsigmoid_7" -> "427 quantize_per_tensor_232" [style=solid, label="(1, 576, 1, 1)"]; +"427 quantize_per_tensor_232" -> "428 dequantize_per_tensor_233" [style=solid, label="(1, 576, 1, 1)"]; +"428 dequantize_per_tensor_233" -> "429 mul_7" [style=solid, label="(1, 576, 1, 1)"]; +"429 mul_7" -> "430 quantize_per_tensor_234" [style=solid, label="(1, 576, 7, 7)"]; +"430 quantize_per_tensor_234" -> "431 dequantize_per_tensor_235" [style=solid, label="(1, 576, 7, 7)"]; +"431 dequantize_per_tensor_235" -> "435 conv2d_45" [style=solid, label="(1, 576, 7, 7)"]; +"432 features_10_block_3_0_weight_bias" -> "435 conv2d_45" [style=solid, label="(96,)"]; +"433 _frozen_param45" -> "434 dequantize_per_tensor_236" [style=solid, label="(96, 576, 1, 1)"]; +"434 dequantize_per_tensor_236" -> "435 conv2d_45" [style=solid, label="(96, 576, 1, 1)"]; +"435 conv2d_45" -> "436 quantize_per_tensor_237" [style=solid, label="(1, 96, 7, 7)"]; +"436 quantize_per_tensor_237" -> "437 dequantize_per_tensor_238" [style=solid, label="(1, 96, 7, 7)"]; +"437 dequantize_per_tensor_238" -> "438 add__4" [style=solid, label="(1, 96, 7, 7)"]; +"438 add__4" -> "439 quantize_per_tensor_239" [style=solid, label="(1, 96, 7, 7)"]; +"439 quantize_per_tensor_239" -> "440 dequantize_per_tensor_240" [style=solid, label="(1, 96, 7, 7)"]; +"439 quantize_per_tensor_239" -> "441 dequantize_per_tensor_241" [style=solid, label="(1, 96, 7, 7)"]; +"440 dequantize_per_tensor_240" -> "487 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"441 dequantize_per_tensor_241" -> "445 conv2d_46" [style=solid, label="(1, 96, 7, 7)"]; +"442 features_11_block_0_0_weight_bias" -> "445 conv2d_46" [style=solid, label="(576,)"]; +"443 _frozen_param46" -> "444 dequantize_per_tensor_242" [style=solid, label="(576, 96, 1, 1)"]; +"444 dequantize_per_tensor_242" -> "445 conv2d_46" [style=solid, label="(576, 96, 1, 1)"]; +"445 conv2d_46" -> "446 quantize_per_tensor_243" [style=solid, label="(1, 576, 7, 7)"]; +"446 quantize_per_tensor_243" -> "447 dequantize_per_tensor_244" [style=solid, label="(1, 576, 7, 7)"]; +"447 dequantize_per_tensor_244" -> "448 hardswish__15" [style=solid, label="(1, 576, 7, 7)"]; +"448 hardswish__15" -> "449 quantize_per_tensor_245" [style=solid, label="(1, 576, 7, 7)"]; +"449 quantize_per_tensor_245" -> "450 dequantize_per_tensor_246" [style=solid, label="(1, 576, 7, 7)"]; +"450 dequantize_per_tensor_246" -> "454 conv2d_47" [style=solid, label="(1, 576, 7, 7)"]; +"451 features_11_block_1_0_weight_bias" -> "454 conv2d_47" [style=solid, label="(576,)"]; +"452 _frozen_param47" -> "453 dequantize_per_tensor_247" [style=solid, label="(576, 1, 5, 5)"]; +"453 dequantize_per_tensor_247" -> "454 conv2d_47" [style=solid, label="(576, 1, 5, 5)"]; +"454 conv2d_47" -> "455 quantize_per_tensor_248" [style=solid, label="(1, 576, 7, 7)"]; +"455 quantize_per_tensor_248" -> "456 dequantize_per_tensor_249" [style=solid, label="(1, 576, 7, 7)"]; +"456 dequantize_per_tensor_249" -> "457 hardswish__16" [style=solid, label="(1, 576, 7, 7)"]; +"457 hardswish__16" -> "458 quantize_per_tensor_250" [style=solid, label="(1, 576, 7, 7)"]; +"458 quantize_per_tensor_250" -> "459 dequantize_per_tensor_251" [style=solid, label="(1, 576, 7, 7)"]; +"458 quantize_per_tensor_250" -> "460 dequantize_per_tensor_252" [style=solid, label="(1, 576, 7, 7)"]; +"459 dequantize_per_tensor_251" -> "478 mul_8" [style=solid, label="(1, 576, 7, 7)"]; +"460 dequantize_per_tensor_252" -> "461 adaptive_avg_pool2d_8" [style=solid, label="(1, 576, 7, 7)"]; +"461 adaptive_avg_pool2d_8" -> "462 quantize_per_tensor_253" [style=solid, label="(1, 576, 1, 1)"]; +"462 quantize_per_tensor_253" -> "463 dequantize_per_tensor_254" [style=solid, label="(1, 576, 1, 1)"]; +"463 dequantize_per_tensor_254" -> "466 conv2d_48" [style=solid, label="(1, 576, 1, 1)"]; +"464 _frozen_param48" -> "465 dequantize_per_tensor_255" [style=solid, label="(144, 576, 1, 1)"]; +"465 dequantize_per_tensor_255" -> "466 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; +"466 conv2d_48" -> "467 relu_8" [style=solid, label="(1, 144, 1, 1)"]; +"467 relu_8" -> "468 quantize_per_tensor_256" [style=solid, label="(1, 144, 1, 1)"]; +"468 quantize_per_tensor_256" -> "469 dequantize_per_tensor_257" [style=solid, label="(1, 144, 1, 1)"]; +"469 dequantize_per_tensor_257" -> "472 conv2d_49" [style=solid, label="(1, 144, 1, 1)"]; +"470 _frozen_param49" -> "471 dequantize_per_tensor_258" [style=solid, label="(576, 144, 1, 1)"]; +"471 dequantize_per_tensor_258" -> "472 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; +"472 conv2d_49" -> "473 quantize_per_tensor_259" [style=solid, label="(1, 576, 1, 1)"]; +"473 quantize_per_tensor_259" -> "474 dequantize_per_tensor_260" [style=solid, label="(1, 576, 1, 1)"]; +"474 dequantize_per_tensor_260" -> "475 hardsigmoid_8" [style=solid, label="(1, 576, 1, 1)"]; +"475 hardsigmoid_8" -> "476 quantize_per_tensor_261" [style=solid, label="(1, 576, 1, 1)"]; +"476 quantize_per_tensor_261" -> "477 dequantize_per_tensor_262" [style=solid, label="(1, 576, 1, 1)"]; +"477 dequantize_per_tensor_262" -> "478 mul_8" [style=solid, label="(1, 576, 1, 1)"]; +"478 mul_8" -> "479 quantize_per_tensor_263" [style=solid, label="(1, 576, 7, 7)"]; +"479 quantize_per_tensor_263" -> "480 dequantize_per_tensor_264" [style=solid, label="(1, 576, 7, 7)"]; +"480 dequantize_per_tensor_264" -> "484 conv2d_50" [style=solid, label="(1, 576, 7, 7)"]; +"481 features_11_block_3_0_weight_bias" -> "484 conv2d_50" [style=solid, label="(96,)"]; +"482 _frozen_param50" -> "483 dequantize_per_tensor_265" [style=solid, label="(96, 576, 1, 1)"]; +"483 dequantize_per_tensor_265" -> "484 conv2d_50" [style=solid, label="(96, 576, 1, 1)"]; +"484 conv2d_50" -> "485 quantize_per_tensor_266" [style=solid, label="(1, 96, 7, 7)"]; +"485 quantize_per_tensor_266" -> "486 dequantize_per_tensor_267" [style=solid, label="(1, 96, 7, 7)"]; +"486 dequantize_per_tensor_267" -> "487 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"487 add__5" -> "488 quantize_per_tensor_268" [style=solid, label="(1, 96, 7, 7)"]; +"488 quantize_per_tensor_268" -> "489 dequantize_per_tensor_269" [style=solid, label="(1, 96, 7, 7)"]; +"489 dequantize_per_tensor_269" -> "493 conv2d_51" [style=solid, label="(1, 96, 7, 7)"]; +"490 features_12_0_weight_bias" -> "493 conv2d_51" [style=solid, label="(576,)"]; +"491 _frozen_param51" -> "492 dequantize_per_tensor_270" [style=solid, label="(576, 96, 1, 1)"]; +"492 dequantize_per_tensor_270" -> "493 conv2d_51" [style=solid, label="(576, 96, 1, 1)"]; +"493 conv2d_51" -> "494 quantize_per_tensor_271" [style=solid, label="(1, 576, 7, 7)"]; +"494 quantize_per_tensor_271" -> "495 dequantize_per_tensor_272" [style=solid, label="(1, 576, 7, 7)"]; +"495 dequantize_per_tensor_272" -> "496 hardswish__17" [style=solid, label="(1, 576, 7, 7)"]; +"496 hardswish__17" -> "497 quantize_per_tensor_273" [style=solid, label="(1, 576, 7, 7)"]; +"497 quantize_per_tensor_273" -> "498 dequantize_per_tensor_274" [style=solid, label="(1, 576, 7, 7)"]; +"498 dequantize_per_tensor_274" -> "499 adaptive_avg_pool2d_9" [style=solid, label="(1, 576, 7, 7)"]; +"499 adaptive_avg_pool2d_9" -> "500 quantize_per_tensor_275" [style=solid, label="(1, 576, 1, 1)"]; +"500 quantize_per_tensor_275" -> "501 dequantize_per_tensor_276" [style=solid, label="(1, 576, 1, 1)"]; +"501 dequantize_per_tensor_276" -> "502 flatten" [style=solid, label="(1, 576, 1, 1)"]; +"502 flatten" -> "503 quantize_per_tensor_277" [style=solid, label="(1, 576)"]; +"503 quantize_per_tensor_277" -> "504 dequantize_per_tensor_278" [style=solid, label="(1, 576)"]; +"504 dequantize_per_tensor_278" -> "507 linear" [style=solid, label="(1, 576)"]; +"505 _frozen_param52" -> "506 dequantize_per_tensor_279" [style=solid, label="(1024, 576)"]; +"506 dequantize_per_tensor_279" -> "507 linear" [style=solid, label="(1024, 576)"]; +"507 linear" -> "508 quantize_per_tensor_280" [style=solid, label="(1, 1024)"]; +"508 quantize_per_tensor_280" -> "509 dequantize_per_tensor_281" [style=solid, label="(1, 1024)"]; +"509 dequantize_per_tensor_281" -> "510 hardswish__18" [style=solid, label="(1, 1024)"]; +"510 hardswish__18" -> "511 dropout_" [style=solid, label="(1, 1024)"]; +"511 dropout_" -> "512 quantize_per_tensor_282" [style=solid, label="(1, 1024)"]; +"512 quantize_per_tensor_282" -> "513 dequantize_per_tensor_283" [style=solid, label="(1, 1024)"]; +"513 dequantize_per_tensor_283" -> "516 linear_1" [style=solid, label="(1, 1024)"]; +"514 _frozen_param53" -> "515 dequantize_per_tensor_284" [style=solid, label="(1000, 1024)"]; +"515 dequantize_per_tensor_284" -> "516 linear_1" [style=solid, label="(1000, 1024)"]; +"516 linear_1" -> "517 quantize_per_tensor_285" [style=solid, label="(1, 1000)"]; +"517 quantize_per_tensor_285" -> "518 dequantize_per_tensor_286" [style=solid, label="(1, 1000)"]; +"518 dequantize_per_tensor_286" -> "519 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/XNNPACKQuantizer/resnet18.dot b/tests/torch2/data/fx/XNNPACKQuantizer/resnet18.dot index 579bfb25181..ac8cf95c2c1 100644 --- a/tests/torch2/data/fx/XNNPACKQuantizer/resnet18.dot +++ b/tests/torch2/data/fx/XNNPACKQuantizer/resnet18.dot @@ -13,173 +13,181 @@ strict digraph { "11 max_pool2d" [id=11, type="max_pool2d"]; "12 quantize_per_tensor_5" [id=12, type="quantize_per_tensor"]; "13 dequantize_per_tensor_6" [id=13, type="dequantize_per_tensor"]; -"14 layer1_0_conv1_weight_bias" [id=14, type="get_attr"]; -"15 _frozen_param1" [id=15, type="get_attr"]; -"16 dequantize_per_tensor_7" [id=16, type="dequantize_per_tensor"]; -"17 conv2d_1" [id=17, type=conv2d]; -"18 relu__1" [id=18, type="relu_"]; -"19 quantize_per_tensor_8" [id=19, type="quantize_per_tensor"]; -"20 dequantize_per_tensor_9" [id=20, type="dequantize_per_tensor"]; -"21 layer1_0_conv2_weight_bias" [id=21, type="get_attr"]; -"22 _frozen_param2" [id=22, type="get_attr"]; -"23 dequantize_per_tensor_10" [id=23, type="dequantize_per_tensor"]; -"24 conv2d_2" [id=24, type=conv2d]; -"25 quantize_per_tensor_11" [id=25, type="quantize_per_tensor"]; -"26 dequantize_per_tensor_12" [id=26, type="dequantize_per_tensor"]; -"27 add_" [id=27, type="add_"]; -"28 relu__2" [id=28, type="relu_"]; -"29 quantize_per_tensor_13" [id=29, type="quantize_per_tensor"]; -"30 dequantize_per_tensor_14" [id=30, type="dequantize_per_tensor"]; -"31 layer1_1_conv1_weight_bias" [id=31, type="get_attr"]; -"32 _frozen_param3" [id=32, type="get_attr"]; -"33 dequantize_per_tensor_15" [id=33, type="dequantize_per_tensor"]; -"34 conv2d_3" [id=34, type=conv2d]; -"35 relu__3" [id=35, type="relu_"]; -"36 quantize_per_tensor_16" [id=36, type="quantize_per_tensor"]; -"37 dequantize_per_tensor_17" [id=37, type="dequantize_per_tensor"]; -"38 layer1_1_conv2_weight_bias" [id=38, type="get_attr"]; -"39 _frozen_param4" [id=39, type="get_attr"]; -"40 dequantize_per_tensor_18" [id=40, type="dequantize_per_tensor"]; -"41 conv2d_4" [id=41, type=conv2d]; -"42 quantize_per_tensor_19" [id=42, type="quantize_per_tensor"]; -"43 dequantize_per_tensor_20" [id=43, type="dequantize_per_tensor"]; -"44 add__1" [id=44, type="add_"]; -"45 relu__4" [id=45, type="relu_"]; -"46 quantize_per_tensor_21" [id=46, type="quantize_per_tensor"]; -"47 dequantize_per_tensor_22" [id=47, type="dequantize_per_tensor"]; -"48 layer2_0_conv1_weight_bias" [id=48, type="get_attr"]; -"49 _frozen_param5" [id=49, type="get_attr"]; -"50 dequantize_per_tensor_23" [id=50, type="dequantize_per_tensor"]; -"51 conv2d_5" [id=51, type=conv2d]; -"52 relu__5" [id=52, type="relu_"]; -"53 quantize_per_tensor_24" [id=53, type="quantize_per_tensor"]; -"54 dequantize_per_tensor_25" [id=54, type="dequantize_per_tensor"]; -"55 layer2_0_conv2_weight_bias" [id=55, type="get_attr"]; -"56 _frozen_param6" [id=56, type="get_attr"]; -"57 dequantize_per_tensor_26" [id=57, type="dequantize_per_tensor"]; -"58 conv2d_6" [id=58, type=conv2d]; -"59 quantize_per_tensor_27" [id=59, type="quantize_per_tensor"]; -"60 dequantize_per_tensor_28" [id=60, type="dequantize_per_tensor"]; -"61 layer2_0_downsample_0_weight_bias" [id=61, type="get_attr"]; -"62 _frozen_param7" [id=62, type="get_attr"]; -"63 dequantize_per_tensor_29" [id=63, type="dequantize_per_tensor"]; -"64 conv2d_7" [id=64, type=conv2d]; -"65 quantize_per_tensor_30" [id=65, type="quantize_per_tensor"]; -"66 dequantize_per_tensor_31" [id=66, type="dequantize_per_tensor"]; -"67 add__2" [id=67, type="add_"]; -"68 relu__6" [id=68, type="relu_"]; -"69 quantize_per_tensor_32" [id=69, type="quantize_per_tensor"]; -"70 dequantize_per_tensor_33" [id=70, type="dequantize_per_tensor"]; -"71 layer2_1_conv1_weight_bias" [id=71, type="get_attr"]; -"72 _frozen_param8" [id=72, type="get_attr"]; -"73 dequantize_per_tensor_34" [id=73, type="dequantize_per_tensor"]; -"74 conv2d_8" [id=74, type=conv2d]; -"75 relu__7" [id=75, type="relu_"]; -"76 quantize_per_tensor_35" [id=76, type="quantize_per_tensor"]; -"77 dequantize_per_tensor_36" [id=77, type="dequantize_per_tensor"]; -"78 layer2_1_conv2_weight_bias" [id=78, type="get_attr"]; -"79 _frozen_param9" [id=79, type="get_attr"]; -"80 dequantize_per_tensor_37" [id=80, type="dequantize_per_tensor"]; -"81 conv2d_9" [id=81, type=conv2d]; -"82 quantize_per_tensor_38" [id=82, type="quantize_per_tensor"]; -"83 dequantize_per_tensor_39" [id=83, type="dequantize_per_tensor"]; -"84 add__3" [id=84, type="add_"]; -"85 relu__8" [id=85, type="relu_"]; -"86 quantize_per_tensor_40" [id=86, type="quantize_per_tensor"]; -"87 dequantize_per_tensor_41" [id=87, type="dequantize_per_tensor"]; -"88 layer3_0_conv1_weight_bias" [id=88, type="get_attr"]; -"89 _frozen_param10" [id=89, type="get_attr"]; -"90 dequantize_per_tensor_42" [id=90, type="dequantize_per_tensor"]; -"91 conv2d_10" [id=91, type=conv2d]; -"92 relu__9" [id=92, type="relu_"]; -"93 quantize_per_tensor_43" [id=93, type="quantize_per_tensor"]; -"94 dequantize_per_tensor_44" [id=94, type="dequantize_per_tensor"]; -"95 layer3_0_conv2_weight_bias" [id=95, type="get_attr"]; -"96 _frozen_param11" [id=96, type="get_attr"]; -"97 dequantize_per_tensor_45" [id=97, type="dequantize_per_tensor"]; -"98 conv2d_11" [id=98, type=conv2d]; -"99 quantize_per_tensor_46" [id=99, type="quantize_per_tensor"]; -"100 dequantize_per_tensor_47" [id=100, type="dequantize_per_tensor"]; -"101 layer3_0_downsample_0_weight_bias" [id=101, type="get_attr"]; -"102 _frozen_param12" [id=102, type="get_attr"]; -"103 dequantize_per_tensor_48" [id=103, type="dequantize_per_tensor"]; -"104 conv2d_12" [id=104, type=conv2d]; -"105 quantize_per_tensor_49" [id=105, type="quantize_per_tensor"]; -"106 dequantize_per_tensor_50" [id=106, type="dequantize_per_tensor"]; -"107 add__4" [id=107, type="add_"]; -"108 relu__10" [id=108, type="relu_"]; -"109 quantize_per_tensor_51" [id=109, type="quantize_per_tensor"]; -"110 dequantize_per_tensor_52" [id=110, type="dequantize_per_tensor"]; -"111 layer3_1_conv1_weight_bias" [id=111, type="get_attr"]; -"112 _frozen_param13" [id=112, type="get_attr"]; -"113 dequantize_per_tensor_53" [id=113, type="dequantize_per_tensor"]; -"114 conv2d_13" [id=114, type=conv2d]; -"115 relu__11" [id=115, type="relu_"]; -"116 quantize_per_tensor_54" [id=116, type="quantize_per_tensor"]; -"117 dequantize_per_tensor_55" [id=117, type="dequantize_per_tensor"]; -"118 layer3_1_conv2_weight_bias" [id=118, type="get_attr"]; -"119 _frozen_param14" [id=119, type="get_attr"]; -"120 dequantize_per_tensor_56" [id=120, type="dequantize_per_tensor"]; -"121 conv2d_14" [id=121, type=conv2d]; -"122 quantize_per_tensor_57" [id=122, type="quantize_per_tensor"]; -"123 dequantize_per_tensor_58" [id=123, type="dequantize_per_tensor"]; -"124 add__5" [id=124, type="add_"]; -"125 relu__12" [id=125, type="relu_"]; -"126 quantize_per_tensor_59" [id=126, type="quantize_per_tensor"]; -"127 dequantize_per_tensor_60" [id=127, type="dequantize_per_tensor"]; -"128 layer4_0_conv1_weight_bias" [id=128, type="get_attr"]; -"129 _frozen_param15" [id=129, type="get_attr"]; -"130 dequantize_per_tensor_61" [id=130, type="dequantize_per_tensor"]; -"131 conv2d_15" [id=131, type=conv2d]; -"132 relu__13" [id=132, type="relu_"]; -"133 quantize_per_tensor_62" [id=133, type="quantize_per_tensor"]; -"134 dequantize_per_tensor_63" [id=134, type="dequantize_per_tensor"]; -"135 layer4_0_conv2_weight_bias" [id=135, type="get_attr"]; -"136 _frozen_param16" [id=136, type="get_attr"]; -"137 dequantize_per_tensor_64" [id=137, type="dequantize_per_tensor"]; -"138 conv2d_16" [id=138, type=conv2d]; -"139 quantize_per_tensor_65" [id=139, type="quantize_per_tensor"]; -"140 dequantize_per_tensor_66" [id=140, type="dequantize_per_tensor"]; -"141 layer4_0_downsample_0_weight_bias" [id=141, type="get_attr"]; -"142 _frozen_param17" [id=142, type="get_attr"]; -"143 dequantize_per_tensor_67" [id=143, type="dequantize_per_tensor"]; -"144 conv2d_17" [id=144, type=conv2d]; -"145 quantize_per_tensor_68" [id=145, type="quantize_per_tensor"]; -"146 dequantize_per_tensor_69" [id=146, type="dequantize_per_tensor"]; -"147 add__6" [id=147, type="add_"]; -"148 relu__14" [id=148, type="relu_"]; -"149 quantize_per_tensor_70" [id=149, type="quantize_per_tensor"]; -"150 dequantize_per_tensor_71" [id=150, type="dequantize_per_tensor"]; -"151 layer4_1_conv1_weight_bias" [id=151, type="get_attr"]; -"152 _frozen_param18" [id=152, type="get_attr"]; -"153 dequantize_per_tensor_72" [id=153, type="dequantize_per_tensor"]; -"154 conv2d_18" [id=154, type=conv2d]; -"155 relu__15" [id=155, type="relu_"]; -"156 quantize_per_tensor_73" [id=156, type="quantize_per_tensor"]; -"157 dequantize_per_tensor_74" [id=157, type="dequantize_per_tensor"]; -"158 layer4_1_conv2_weight_bias" [id=158, type="get_attr"]; -"159 _frozen_param19" [id=159, type="get_attr"]; -"160 dequantize_per_tensor_75" [id=160, type="dequantize_per_tensor"]; -"161 conv2d_19" [id=161, type=conv2d]; -"162 quantize_per_tensor_76" [id=162, type="quantize_per_tensor"]; -"163 dequantize_per_tensor_77" [id=163, type="dequantize_per_tensor"]; -"164 add__7" [id=164, type="add_"]; -"165 relu__16" [id=165, type="relu_"]; -"166 quantize_per_tensor_78" [id=166, type="quantize_per_tensor"]; -"167 dequantize_per_tensor_79" [id=167, type="dequantize_per_tensor"]; -"168 adaptive_avg_pool2d" [id=168, type="adaptive_avg_pool2d"]; -"169 quantize_per_tensor_80" [id=169, type="quantize_per_tensor"]; -"170 dequantize_per_tensor_81" [id=170, type="dequantize_per_tensor"]; -"171 flatten" [id=171, type=flatten]; -"172 quantize_per_tensor_82" [id=172, type="quantize_per_tensor"]; -"173 dequantize_per_tensor_83" [id=173, type="dequantize_per_tensor"]; -"174 _frozen_param20" [id=174, type="get_attr"]; -"175 dequantize_per_tensor_84" [id=175, type="dequantize_per_tensor"]; -"176 linear" [id=176, type=linear]; -"177 quantize_per_tensor_85" [id=177, type="quantize_per_tensor"]; -"178 dequantize_per_tensor_86" [id=178, type="dequantize_per_tensor"]; -"179 output" [id=179, type=output]; -"0 fc_bias" -> "176 linear" [style=solid, label="(1000,)"]; +"14 dequantize_per_tensor_7" [id=14, type="dequantize_per_tensor"]; +"15 layer1_0_conv1_weight_bias" [id=15, type="get_attr"]; +"16 _frozen_param1" [id=16, type="get_attr"]; +"17 dequantize_per_tensor_8" [id=17, type="dequantize_per_tensor"]; +"18 conv2d_1" [id=18, type=conv2d]; +"19 relu__1" [id=19, type="relu_"]; +"20 quantize_per_tensor_9" [id=20, type="quantize_per_tensor"]; +"21 dequantize_per_tensor_10" [id=21, type="dequantize_per_tensor"]; +"22 layer1_0_conv2_weight_bias" [id=22, type="get_attr"]; +"23 _frozen_param2" [id=23, type="get_attr"]; +"24 dequantize_per_tensor_11" [id=24, type="dequantize_per_tensor"]; +"25 conv2d_2" [id=25, type=conv2d]; +"26 quantize_per_tensor_12" [id=26, type="quantize_per_tensor"]; +"27 dequantize_per_tensor_13" [id=27, type="dequantize_per_tensor"]; +"28 add_" [id=28, type="add_"]; +"29 relu__2" [id=29, type="relu_"]; +"30 quantize_per_tensor_14" [id=30, type="quantize_per_tensor"]; +"31 dequantize_per_tensor_15" [id=31, type="dequantize_per_tensor"]; +"32 dequantize_per_tensor_16" [id=32, type="dequantize_per_tensor"]; +"33 layer1_1_conv1_weight_bias" [id=33, type="get_attr"]; +"34 _frozen_param3" [id=34, type="get_attr"]; +"35 dequantize_per_tensor_17" [id=35, type="dequantize_per_tensor"]; +"36 conv2d_3" [id=36, type=conv2d]; +"37 relu__3" [id=37, type="relu_"]; +"38 quantize_per_tensor_18" [id=38, type="quantize_per_tensor"]; +"39 dequantize_per_tensor_19" [id=39, type="dequantize_per_tensor"]; +"40 layer1_1_conv2_weight_bias" [id=40, type="get_attr"]; +"41 _frozen_param4" [id=41, type="get_attr"]; +"42 dequantize_per_tensor_20" [id=42, type="dequantize_per_tensor"]; +"43 conv2d_4" [id=43, type=conv2d]; +"44 quantize_per_tensor_21" [id=44, type="quantize_per_tensor"]; +"45 dequantize_per_tensor_22" [id=45, type="dequantize_per_tensor"]; +"46 add__1" [id=46, type="add_"]; +"47 relu__4" [id=47, type="relu_"]; +"48 quantize_per_tensor_23" [id=48, type="quantize_per_tensor"]; +"49 dequantize_per_tensor_24" [id=49, type="dequantize_per_tensor"]; +"50 dequantize_per_tensor_25" [id=50, type="dequantize_per_tensor"]; +"51 layer2_0_conv1_weight_bias" [id=51, type="get_attr"]; +"52 _frozen_param5" [id=52, type="get_attr"]; +"53 dequantize_per_tensor_26" [id=53, type="dequantize_per_tensor"]; +"54 conv2d_5" [id=54, type=conv2d]; +"55 relu__5" [id=55, type="relu_"]; +"56 quantize_per_tensor_27" [id=56, type="quantize_per_tensor"]; +"57 dequantize_per_tensor_28" [id=57, type="dequantize_per_tensor"]; +"58 layer2_0_conv2_weight_bias" [id=58, type="get_attr"]; +"59 _frozen_param6" [id=59, type="get_attr"]; +"60 dequantize_per_tensor_29" [id=60, type="dequantize_per_tensor"]; +"61 conv2d_6" [id=61, type=conv2d]; +"62 quantize_per_tensor_30" [id=62, type="quantize_per_tensor"]; +"63 dequantize_per_tensor_31" [id=63, type="dequantize_per_tensor"]; +"64 layer2_0_downsample_0_weight_bias" [id=64, type="get_attr"]; +"65 _frozen_param7" [id=65, type="get_attr"]; +"66 dequantize_per_tensor_32" [id=66, type="dequantize_per_tensor"]; +"67 conv2d_7" [id=67, type=conv2d]; +"68 quantize_per_tensor_33" [id=68, type="quantize_per_tensor"]; +"69 dequantize_per_tensor_34" [id=69, type="dequantize_per_tensor"]; +"70 add__2" [id=70, type="add_"]; +"71 relu__6" [id=71, type="relu_"]; +"72 quantize_per_tensor_35" [id=72, type="quantize_per_tensor"]; +"73 dequantize_per_tensor_36" [id=73, type="dequantize_per_tensor"]; +"74 dequantize_per_tensor_37" [id=74, type="dequantize_per_tensor"]; +"75 layer2_1_conv1_weight_bias" [id=75, type="get_attr"]; +"76 _frozen_param8" [id=76, type="get_attr"]; +"77 dequantize_per_tensor_38" [id=77, type="dequantize_per_tensor"]; +"78 conv2d_8" [id=78, type=conv2d]; +"79 relu__7" [id=79, type="relu_"]; +"80 quantize_per_tensor_39" [id=80, type="quantize_per_tensor"]; +"81 dequantize_per_tensor_40" [id=81, type="dequantize_per_tensor"]; +"82 layer2_1_conv2_weight_bias" [id=82, type="get_attr"]; +"83 _frozen_param9" [id=83, type="get_attr"]; +"84 dequantize_per_tensor_41" [id=84, type="dequantize_per_tensor"]; +"85 conv2d_9" [id=85, type=conv2d]; +"86 quantize_per_tensor_42" [id=86, type="quantize_per_tensor"]; +"87 dequantize_per_tensor_43" [id=87, type="dequantize_per_tensor"]; +"88 add__3" [id=88, type="add_"]; +"89 relu__8" [id=89, type="relu_"]; +"90 quantize_per_tensor_44" [id=90, type="quantize_per_tensor"]; +"91 dequantize_per_tensor_45" [id=91, type="dequantize_per_tensor"]; +"92 dequantize_per_tensor_46" [id=92, type="dequantize_per_tensor"]; +"93 layer3_0_conv1_weight_bias" [id=93, type="get_attr"]; +"94 _frozen_param10" [id=94, type="get_attr"]; +"95 dequantize_per_tensor_47" [id=95, type="dequantize_per_tensor"]; +"96 conv2d_10" [id=96, type=conv2d]; +"97 relu__9" [id=97, type="relu_"]; +"98 quantize_per_tensor_48" [id=98, type="quantize_per_tensor"]; +"99 dequantize_per_tensor_49" [id=99, type="dequantize_per_tensor"]; +"100 layer3_0_conv2_weight_bias" [id=100, type="get_attr"]; +"101 _frozen_param11" [id=101, type="get_attr"]; +"102 dequantize_per_tensor_50" [id=102, type="dequantize_per_tensor"]; +"103 conv2d_11" [id=103, type=conv2d]; +"104 quantize_per_tensor_51" [id=104, type="quantize_per_tensor"]; +"105 dequantize_per_tensor_52" [id=105, type="dequantize_per_tensor"]; +"106 layer3_0_downsample_0_weight_bias" [id=106, type="get_attr"]; +"107 _frozen_param12" [id=107, type="get_attr"]; +"108 dequantize_per_tensor_53" [id=108, type="dequantize_per_tensor"]; +"109 conv2d_12" [id=109, type=conv2d]; +"110 quantize_per_tensor_54" [id=110, type="quantize_per_tensor"]; +"111 dequantize_per_tensor_55" [id=111, type="dequantize_per_tensor"]; +"112 add__4" [id=112, type="add_"]; +"113 relu__10" [id=113, type="relu_"]; +"114 quantize_per_tensor_56" [id=114, type="quantize_per_tensor"]; +"115 dequantize_per_tensor_57" [id=115, type="dequantize_per_tensor"]; +"116 dequantize_per_tensor_58" [id=116, type="dequantize_per_tensor"]; +"117 layer3_1_conv1_weight_bias" [id=117, type="get_attr"]; +"118 _frozen_param13" [id=118, type="get_attr"]; +"119 dequantize_per_tensor_59" [id=119, type="dequantize_per_tensor"]; +"120 conv2d_13" [id=120, type=conv2d]; +"121 relu__11" [id=121, type="relu_"]; +"122 quantize_per_tensor_60" [id=122, type="quantize_per_tensor"]; +"123 dequantize_per_tensor_61" [id=123, type="dequantize_per_tensor"]; +"124 layer3_1_conv2_weight_bias" [id=124, type="get_attr"]; +"125 _frozen_param14" [id=125, type="get_attr"]; +"126 dequantize_per_tensor_62" [id=126, type="dequantize_per_tensor"]; +"127 conv2d_14" [id=127, type=conv2d]; +"128 quantize_per_tensor_63" [id=128, type="quantize_per_tensor"]; +"129 dequantize_per_tensor_64" [id=129, type="dequantize_per_tensor"]; +"130 add__5" [id=130, type="add_"]; +"131 relu__12" [id=131, type="relu_"]; +"132 quantize_per_tensor_65" [id=132, type="quantize_per_tensor"]; +"133 dequantize_per_tensor_66" [id=133, type="dequantize_per_tensor"]; +"134 dequantize_per_tensor_67" [id=134, type="dequantize_per_tensor"]; +"135 layer4_0_conv1_weight_bias" [id=135, type="get_attr"]; +"136 _frozen_param15" [id=136, type="get_attr"]; +"137 dequantize_per_tensor_68" [id=137, type="dequantize_per_tensor"]; +"138 conv2d_15" [id=138, type=conv2d]; +"139 relu__13" [id=139, type="relu_"]; +"140 quantize_per_tensor_69" [id=140, type="quantize_per_tensor"]; +"141 dequantize_per_tensor_70" [id=141, type="dequantize_per_tensor"]; +"142 layer4_0_conv2_weight_bias" [id=142, type="get_attr"]; +"143 _frozen_param16" [id=143, type="get_attr"]; +"144 dequantize_per_tensor_71" [id=144, type="dequantize_per_tensor"]; +"145 conv2d_16" [id=145, type=conv2d]; +"146 quantize_per_tensor_72" [id=146, type="quantize_per_tensor"]; +"147 dequantize_per_tensor_73" [id=147, type="dequantize_per_tensor"]; +"148 layer4_0_downsample_0_weight_bias" [id=148, type="get_attr"]; +"149 _frozen_param17" [id=149, type="get_attr"]; +"150 dequantize_per_tensor_74" [id=150, type="dequantize_per_tensor"]; +"151 conv2d_17" [id=151, type=conv2d]; +"152 quantize_per_tensor_75" [id=152, type="quantize_per_tensor"]; +"153 dequantize_per_tensor_76" [id=153, type="dequantize_per_tensor"]; +"154 add__6" [id=154, type="add_"]; +"155 relu__14" [id=155, type="relu_"]; +"156 quantize_per_tensor_77" [id=156, type="quantize_per_tensor"]; +"157 dequantize_per_tensor_78" [id=157, type="dequantize_per_tensor"]; +"158 dequantize_per_tensor_79" [id=158, type="dequantize_per_tensor"]; +"159 layer4_1_conv1_weight_bias" [id=159, type="get_attr"]; +"160 _frozen_param18" [id=160, type="get_attr"]; +"161 dequantize_per_tensor_80" [id=161, type="dequantize_per_tensor"]; +"162 conv2d_18" [id=162, type=conv2d]; +"163 relu__15" [id=163, type="relu_"]; +"164 quantize_per_tensor_81" [id=164, type="quantize_per_tensor"]; +"165 dequantize_per_tensor_82" [id=165, type="dequantize_per_tensor"]; +"166 layer4_1_conv2_weight_bias" [id=166, type="get_attr"]; +"167 _frozen_param19" [id=167, type="get_attr"]; +"168 dequantize_per_tensor_83" [id=168, type="dequantize_per_tensor"]; +"169 conv2d_19" [id=169, type=conv2d]; +"170 quantize_per_tensor_84" [id=170, type="quantize_per_tensor"]; +"171 dequantize_per_tensor_85" [id=171, type="dequantize_per_tensor"]; +"172 add__7" [id=172, type="add_"]; +"173 relu__16" [id=173, type="relu_"]; +"174 quantize_per_tensor_86" [id=174, type="quantize_per_tensor"]; +"175 dequantize_per_tensor_87" [id=175, type="dequantize_per_tensor"]; +"176 adaptive_avg_pool2d" [id=176, type="adaptive_avg_pool2d"]; +"177 quantize_per_tensor_88" [id=177, type="quantize_per_tensor"]; +"178 dequantize_per_tensor_89" [id=178, type="dequantize_per_tensor"]; +"179 flatten" [id=179, type=flatten]; +"180 quantize_per_tensor_90" [id=180, type="quantize_per_tensor"]; +"181 dequantize_per_tensor_91" [id=181, type="dequantize_per_tensor"]; +"182 _frozen_param20" [id=182, type="get_attr"]; +"183 dequantize_per_tensor_92" [id=183, type="dequantize_per_tensor"]; +"184 linear" [id=184, type=linear]; +"185 quantize_per_tensor_93" [id=185, type="quantize_per_tensor"]; +"186 dequantize_per_tensor_94" [id=186, type="dequantize_per_tensor"]; +"187 output" [id=187, type=output]; +"0 fc_bias" -> "184 linear" [style=solid, label="(1000,)"]; "1 x" -> "2 quantize_per_tensor_0" [style=solid, label="(1, 3, 224, 224)"]; "2 quantize_per_tensor_0" -> "3 dequantize_per_tensor_1" [style=solid, label="(1, 3, 224, 224)"]; "3 dequantize_per_tensor_1" -> "7 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -192,178 +200,186 @@ strict digraph { "10 dequantize_per_tensor_4" -> "11 max_pool2d" [style=solid, label="(1, 64, 112, 112)"]; "11 max_pool2d" -> "12 quantize_per_tensor_5" [style=solid, label="(1, 64, 56, 56)"]; "12 quantize_per_tensor_5" -> "13 dequantize_per_tensor_6" [style=solid, label="(1, 64, 56, 56)"]; -"13 dequantize_per_tensor_6" -> "17 conv2d_1" [style=solid, label="(1, 64, 56, 56)"]; -"13 dequantize_per_tensor_6" -> "27 add_" [style=solid, label="(1, 64, 56, 56)"]; -"14 layer1_0_conv1_weight_bias" -> "17 conv2d_1" [style=solid, label="(64,)"]; -"15 _frozen_param1" -> "16 dequantize_per_tensor_7" [style=solid, label="(64, 64, 3, 3)"]; -"16 dequantize_per_tensor_7" -> "17 conv2d_1" [style=solid, label="(64, 64, 3, 3)"]; -"17 conv2d_1" -> "18 relu__1" [style=solid, label="(1, 64, 56, 56)"]; -"18 relu__1" -> "19 quantize_per_tensor_8" [style=solid, label="(1, 64, 56, 56)"]; -"19 quantize_per_tensor_8" -> "20 dequantize_per_tensor_9" [style=solid, label="(1, 64, 56, 56)"]; -"20 dequantize_per_tensor_9" -> "24 conv2d_2" [style=solid, label="(1, 64, 56, 56)"]; -"21 layer1_0_conv2_weight_bias" -> "24 conv2d_2" [style=solid, label="(64,)"]; -"22 _frozen_param2" -> "23 dequantize_per_tensor_10" [style=solid, label="(64, 64, 3, 3)"]; -"23 dequantize_per_tensor_10" -> "24 conv2d_2" [style=solid, label="(64, 64, 3, 3)"]; -"24 conv2d_2" -> "25 quantize_per_tensor_11" [style=solid, label="(1, 64, 56, 56)"]; -"25 quantize_per_tensor_11" -> "26 dequantize_per_tensor_12" [style=solid, label="(1, 64, 56, 56)"]; -"26 dequantize_per_tensor_12" -> "27 add_" [style=solid, label="(1, 64, 56, 56)"]; -"27 add_" -> "28 relu__2" [style=solid, label="(1, 64, 56, 56)"]; -"28 relu__2" -> "29 quantize_per_tensor_13" [style=solid, label="(1, 64, 56, 56)"]; -"29 quantize_per_tensor_13" -> "30 dequantize_per_tensor_14" [style=solid, label="(1, 64, 56, 56)"]; -"30 dequantize_per_tensor_14" -> "34 conv2d_3" [style=solid, label="(1, 64, 56, 56)"]; -"30 dequantize_per_tensor_14" -> "44 add__1" [style=solid, label="(1, 64, 56, 56)"]; -"31 layer1_1_conv1_weight_bias" -> "34 conv2d_3" [style=solid, label="(64,)"]; -"32 _frozen_param3" -> "33 dequantize_per_tensor_15" [style=solid, label="(64, 64, 3, 3)"]; -"33 dequantize_per_tensor_15" -> "34 conv2d_3" [style=solid, label="(64, 64, 3, 3)"]; -"34 conv2d_3" -> "35 relu__3" [style=solid, label="(1, 64, 56, 56)"]; -"35 relu__3" -> "36 quantize_per_tensor_16" [style=solid, label="(1, 64, 56, 56)"]; -"36 quantize_per_tensor_16" -> "37 dequantize_per_tensor_17" [style=solid, label="(1, 64, 56, 56)"]; -"37 dequantize_per_tensor_17" -> "41 conv2d_4" [style=solid, label="(1, 64, 56, 56)"]; -"38 layer1_1_conv2_weight_bias" -> "41 conv2d_4" [style=solid, label="(64,)"]; -"39 _frozen_param4" -> "40 dequantize_per_tensor_18" [style=solid, label="(64, 64, 3, 3)"]; -"40 dequantize_per_tensor_18" -> "41 conv2d_4" [style=solid, label="(64, 64, 3, 3)"]; -"41 conv2d_4" -> "42 quantize_per_tensor_19" [style=solid, label="(1, 64, 56, 56)"]; -"42 quantize_per_tensor_19" -> "43 dequantize_per_tensor_20" [style=solid, label="(1, 64, 56, 56)"]; -"43 dequantize_per_tensor_20" -> "44 add__1" [style=solid, label="(1, 64, 56, 56)"]; -"44 add__1" -> "45 relu__4" [style=solid, label="(1, 64, 56, 56)"]; -"45 relu__4" -> "46 quantize_per_tensor_21" [style=solid, label="(1, 64, 56, 56)"]; -"46 quantize_per_tensor_21" -> "47 dequantize_per_tensor_22" [style=solid, label="(1, 64, 56, 56)"]; -"47 dequantize_per_tensor_22" -> "51 conv2d_5" [style=solid, label="(1, 64, 56, 56)"]; -"47 dequantize_per_tensor_22" -> "64 conv2d_7" [style=solid, label="(1, 64, 56, 56)"]; -"48 layer2_0_conv1_weight_bias" -> "51 conv2d_5" [style=solid, label="(128,)"]; -"49 _frozen_param5" -> "50 dequantize_per_tensor_23" [style=solid, label="(128, 64, 3, 3)"]; -"50 dequantize_per_tensor_23" -> "51 conv2d_5" [style=solid, label="(128, 64, 3, 3)"]; -"51 conv2d_5" -> "52 relu__5" [style=solid, label="(1, 128, 28, 28)"]; -"52 relu__5" -> "53 quantize_per_tensor_24" [style=solid, label="(1, 128, 28, 28)"]; -"53 quantize_per_tensor_24" -> "54 dequantize_per_tensor_25" [style=solid, label="(1, 128, 28, 28)"]; -"54 dequantize_per_tensor_25" -> "58 conv2d_6" [style=solid, label="(1, 128, 28, 28)"]; -"55 layer2_0_conv2_weight_bias" -> "58 conv2d_6" [style=solid, label="(128,)"]; -"56 _frozen_param6" -> "57 dequantize_per_tensor_26" [style=solid, label="(128, 128, 3, 3)"]; -"57 dequantize_per_tensor_26" -> "58 conv2d_6" [style=solid, label="(128, 128, 3, 3)"]; -"58 conv2d_6" -> "59 quantize_per_tensor_27" [style=solid, label="(1, 128, 28, 28)"]; -"59 quantize_per_tensor_27" -> "60 dequantize_per_tensor_28" [style=solid, label="(1, 128, 28, 28)"]; -"60 dequantize_per_tensor_28" -> "67 add__2" [style=solid, label="(1, 128, 28, 28)"]; -"61 layer2_0_downsample_0_weight_bias" -> "64 conv2d_7" [style=solid, label="(128,)"]; -"62 _frozen_param7" -> "63 dequantize_per_tensor_29" [style=solid, label="(128, 64, 1, 1)"]; -"63 dequantize_per_tensor_29" -> "64 conv2d_7" [style=solid, label="(128, 64, 1, 1)"]; -"64 conv2d_7" -> "65 quantize_per_tensor_30" [style=solid, label="(1, 128, 28, 28)"]; -"65 quantize_per_tensor_30" -> "66 dequantize_per_tensor_31" [style=solid, label="(1, 128, 28, 28)"]; -"66 dequantize_per_tensor_31" -> "67 add__2" [style=solid, label="(1, 128, 28, 28)"]; -"67 add__2" -> "68 relu__6" [style=solid, label="(1, 128, 28, 28)"]; -"68 relu__6" -> "69 quantize_per_tensor_32" [style=solid, label="(1, 128, 28, 28)"]; -"69 quantize_per_tensor_32" -> "70 dequantize_per_tensor_33" [style=solid, label="(1, 128, 28, 28)"]; -"70 dequantize_per_tensor_33" -> "74 conv2d_8" [style=solid, label="(1, 128, 28, 28)"]; -"70 dequantize_per_tensor_33" -> "84 add__3" [style=solid, label="(1, 128, 28, 28)"]; -"71 layer2_1_conv1_weight_bias" -> "74 conv2d_8" [style=solid, label="(128,)"]; -"72 _frozen_param8" -> "73 dequantize_per_tensor_34" [style=solid, label="(128, 128, 3, 3)"]; -"73 dequantize_per_tensor_34" -> "74 conv2d_8" [style=solid, label="(128, 128, 3, 3)"]; -"74 conv2d_8" -> "75 relu__7" [style=solid, label="(1, 128, 28, 28)"]; -"75 relu__7" -> "76 quantize_per_tensor_35" [style=solid, label="(1, 128, 28, 28)"]; -"76 quantize_per_tensor_35" -> "77 dequantize_per_tensor_36" [style=solid, label="(1, 128, 28, 28)"]; -"77 dequantize_per_tensor_36" -> "81 conv2d_9" [style=solid, label="(1, 128, 28, 28)"]; -"78 layer2_1_conv2_weight_bias" -> "81 conv2d_9" [style=solid, label="(128,)"]; -"79 _frozen_param9" -> "80 dequantize_per_tensor_37" [style=solid, label="(128, 128, 3, 3)"]; -"80 dequantize_per_tensor_37" -> "81 conv2d_9" [style=solid, label="(128, 128, 3, 3)"]; -"81 conv2d_9" -> "82 quantize_per_tensor_38" [style=solid, label="(1, 128, 28, 28)"]; -"82 quantize_per_tensor_38" -> "83 dequantize_per_tensor_39" [style=solid, label="(1, 128, 28, 28)"]; -"83 dequantize_per_tensor_39" -> "84 add__3" [style=solid, label="(1, 128, 28, 28)"]; -"84 add__3" -> "85 relu__8" [style=solid, label="(1, 128, 28, 28)"]; -"85 relu__8" -> "86 quantize_per_tensor_40" [style=solid, label="(1, 128, 28, 28)"]; -"86 quantize_per_tensor_40" -> "87 dequantize_per_tensor_41" [style=solid, label="(1, 128, 28, 28)"]; -"87 dequantize_per_tensor_41" -> "91 conv2d_10" [style=solid, label="(1, 128, 28, 28)"]; -"87 dequantize_per_tensor_41" -> "104 conv2d_12" [style=solid, label="(1, 128, 28, 28)"]; -"88 layer3_0_conv1_weight_bias" -> "91 conv2d_10" [style=solid, label="(256,)"]; -"89 _frozen_param10" -> "90 dequantize_per_tensor_42" [style=solid, label="(256, 128, 3, 3)"]; -"90 dequantize_per_tensor_42" -> "91 conv2d_10" [style=solid, label="(256, 128, 3, 3)"]; -"91 conv2d_10" -> "92 relu__9" [style=solid, label="(1, 256, 14, 14)"]; -"92 relu__9" -> "93 quantize_per_tensor_43" [style=solid, label="(1, 256, 14, 14)"]; -"93 quantize_per_tensor_43" -> "94 dequantize_per_tensor_44" [style=solid, label="(1, 256, 14, 14)"]; -"94 dequantize_per_tensor_44" -> "98 conv2d_11" [style=solid, label="(1, 256, 14, 14)"]; -"95 layer3_0_conv2_weight_bias" -> "98 conv2d_11" [style=solid, label="(256,)"]; -"96 _frozen_param11" -> "97 dequantize_per_tensor_45" [style=solid, label="(256, 256, 3, 3)"]; -"97 dequantize_per_tensor_45" -> "98 conv2d_11" [style=solid, label="(256, 256, 3, 3)"]; -"98 conv2d_11" -> "99 quantize_per_tensor_46" [style=solid, label="(1, 256, 14, 14)"]; -"99 quantize_per_tensor_46" -> "100 dequantize_per_tensor_47" [style=solid, label="(1, 256, 14, 14)"]; -"100 dequantize_per_tensor_47" -> "107 add__4" [style=solid, label="(1, 256, 14, 14)"]; -"101 layer3_0_downsample_0_weight_bias" -> "104 conv2d_12" [style=solid, label="(256,)"]; -"102 _frozen_param12" -> "103 dequantize_per_tensor_48" [style=solid, label="(256, 128, 1, 1)"]; -"103 dequantize_per_tensor_48" -> "104 conv2d_12" [style=solid, label="(256, 128, 1, 1)"]; -"104 conv2d_12" -> "105 quantize_per_tensor_49" [style=solid, label="(1, 256, 14, 14)"]; -"105 quantize_per_tensor_49" -> "106 dequantize_per_tensor_50" [style=solid, label="(1, 256, 14, 14)"]; -"106 dequantize_per_tensor_50" -> "107 add__4" [style=solid, label="(1, 256, 14, 14)"]; -"107 add__4" -> "108 relu__10" [style=solid, label="(1, 256, 14, 14)"]; -"108 relu__10" -> "109 quantize_per_tensor_51" [style=solid, label="(1, 256, 14, 14)"]; -"109 quantize_per_tensor_51" -> "110 dequantize_per_tensor_52" [style=solid, label="(1, 256, 14, 14)"]; -"110 dequantize_per_tensor_52" -> "114 conv2d_13" [style=solid, label="(1, 256, 14, 14)"]; -"110 dequantize_per_tensor_52" -> "124 add__5" [style=solid, label="(1, 256, 14, 14)"]; -"111 layer3_1_conv1_weight_bias" -> "114 conv2d_13" [style=solid, label="(256,)"]; -"112 _frozen_param13" -> "113 dequantize_per_tensor_53" [style=solid, label="(256, 256, 3, 3)"]; -"113 dequantize_per_tensor_53" -> "114 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; -"114 conv2d_13" -> "115 relu__11" [style=solid, label="(1, 256, 14, 14)"]; -"115 relu__11" -> "116 quantize_per_tensor_54" [style=solid, label="(1, 256, 14, 14)"]; -"116 quantize_per_tensor_54" -> "117 dequantize_per_tensor_55" [style=solid, label="(1, 256, 14, 14)"]; -"117 dequantize_per_tensor_55" -> "121 conv2d_14" [style=solid, label="(1, 256, 14, 14)"]; -"118 layer3_1_conv2_weight_bias" -> "121 conv2d_14" [style=solid, label="(256,)"]; -"119 _frozen_param14" -> "120 dequantize_per_tensor_56" [style=solid, label="(256, 256, 3, 3)"]; -"120 dequantize_per_tensor_56" -> "121 conv2d_14" [style=solid, label="(256, 256, 3, 3)"]; -"121 conv2d_14" -> "122 quantize_per_tensor_57" [style=solid, label="(1, 256, 14, 14)"]; -"122 quantize_per_tensor_57" -> "123 dequantize_per_tensor_58" [style=solid, label="(1, 256, 14, 14)"]; -"123 dequantize_per_tensor_58" -> "124 add__5" [style=solid, label="(1, 256, 14, 14)"]; -"124 add__5" -> "125 relu__12" [style=solid, label="(1, 256, 14, 14)"]; -"125 relu__12" -> "126 quantize_per_tensor_59" [style=solid, label="(1, 256, 14, 14)"]; -"126 quantize_per_tensor_59" -> "127 dequantize_per_tensor_60" [style=solid, label="(1, 256, 14, 14)"]; -"127 dequantize_per_tensor_60" -> "131 conv2d_15" [style=solid, label="(1, 256, 14, 14)"]; -"127 dequantize_per_tensor_60" -> "144 conv2d_17" [style=solid, label="(1, 256, 14, 14)"]; -"128 layer4_0_conv1_weight_bias" -> "131 conv2d_15" [style=solid, label="(512,)"]; -"129 _frozen_param15" -> "130 dequantize_per_tensor_61" [style=solid, label="(512, 256, 3, 3)"]; -"130 dequantize_per_tensor_61" -> "131 conv2d_15" [style=solid, label="(512, 256, 3, 3)"]; -"131 conv2d_15" -> "132 relu__13" [style=solid, label="(1, 512, 7, 7)"]; -"132 relu__13" -> "133 quantize_per_tensor_62" [style=solid, label="(1, 512, 7, 7)"]; -"133 quantize_per_tensor_62" -> "134 dequantize_per_tensor_63" [style=solid, label="(1, 512, 7, 7)"]; -"134 dequantize_per_tensor_63" -> "138 conv2d_16" [style=solid, label="(1, 512, 7, 7)"]; -"135 layer4_0_conv2_weight_bias" -> "138 conv2d_16" [style=solid, label="(512,)"]; -"136 _frozen_param16" -> "137 dequantize_per_tensor_64" [style=solid, label="(512, 512, 3, 3)"]; -"137 dequantize_per_tensor_64" -> "138 conv2d_16" [style=solid, label="(512, 512, 3, 3)"]; -"138 conv2d_16" -> "139 quantize_per_tensor_65" [style=solid, label="(1, 512, 7, 7)"]; -"139 quantize_per_tensor_65" -> "140 dequantize_per_tensor_66" [style=solid, label="(1, 512, 7, 7)"]; -"140 dequantize_per_tensor_66" -> "147 add__6" [style=solid, label="(1, 512, 7, 7)"]; -"141 layer4_0_downsample_0_weight_bias" -> "144 conv2d_17" [style=solid, label="(512,)"]; -"142 _frozen_param17" -> "143 dequantize_per_tensor_67" [style=solid, label="(512, 256, 1, 1)"]; -"143 dequantize_per_tensor_67" -> "144 conv2d_17" [style=solid, label="(512, 256, 1, 1)"]; -"144 conv2d_17" -> "145 quantize_per_tensor_68" [style=solid, label="(1, 512, 7, 7)"]; -"145 quantize_per_tensor_68" -> "146 dequantize_per_tensor_69" [style=solid, label="(1, 512, 7, 7)"]; -"146 dequantize_per_tensor_69" -> "147 add__6" [style=solid, label="(1, 512, 7, 7)"]; -"147 add__6" -> "148 relu__14" [style=solid, label="(1, 512, 7, 7)"]; -"148 relu__14" -> "149 quantize_per_tensor_70" [style=solid, label="(1, 512, 7, 7)"]; -"149 quantize_per_tensor_70" -> "150 dequantize_per_tensor_71" [style=solid, label="(1, 512, 7, 7)"]; -"150 dequantize_per_tensor_71" -> "154 conv2d_18" [style=solid, label="(1, 512, 7, 7)"]; -"150 dequantize_per_tensor_71" -> "164 add__7" [style=solid, label="(1, 512, 7, 7)"]; -"151 layer4_1_conv1_weight_bias" -> "154 conv2d_18" [style=solid, label="(512,)"]; -"152 _frozen_param18" -> "153 dequantize_per_tensor_72" [style=solid, label="(512, 512, 3, 3)"]; -"153 dequantize_per_tensor_72" -> "154 conv2d_18" [style=solid, label="(512, 512, 3, 3)"]; -"154 conv2d_18" -> "155 relu__15" [style=solid, label="(1, 512, 7, 7)"]; -"155 relu__15" -> "156 quantize_per_tensor_73" [style=solid, label="(1, 512, 7, 7)"]; -"156 quantize_per_tensor_73" -> "157 dequantize_per_tensor_74" [style=solid, label="(1, 512, 7, 7)"]; -"157 dequantize_per_tensor_74" -> "161 conv2d_19" [style=solid, label="(1, 512, 7, 7)"]; -"158 layer4_1_conv2_weight_bias" -> "161 conv2d_19" [style=solid, label="(512,)"]; -"159 _frozen_param19" -> "160 dequantize_per_tensor_75" [style=solid, label="(512, 512, 3, 3)"]; -"160 dequantize_per_tensor_75" -> "161 conv2d_19" [style=solid, label="(512, 512, 3, 3)"]; -"161 conv2d_19" -> "162 quantize_per_tensor_76" [style=solid, label="(1, 512, 7, 7)"]; -"162 quantize_per_tensor_76" -> "163 dequantize_per_tensor_77" [style=solid, label="(1, 512, 7, 7)"]; -"163 dequantize_per_tensor_77" -> "164 add__7" [style=solid, label="(1, 512, 7, 7)"]; -"164 add__7" -> "165 relu__16" [style=solid, label="(1, 512, 7, 7)"]; -"165 relu__16" -> "166 quantize_per_tensor_78" [style=solid, label="(1, 512, 7, 7)"]; -"166 quantize_per_tensor_78" -> "167 dequantize_per_tensor_79" [style=solid, label="(1, 512, 7, 7)"]; -"167 dequantize_per_tensor_79" -> "168 adaptive_avg_pool2d" [style=solid, label="(1, 512, 7, 7)"]; -"168 adaptive_avg_pool2d" -> "169 quantize_per_tensor_80" [style=solid, label="(1, 512, 1, 1)"]; -"169 quantize_per_tensor_80" -> "170 dequantize_per_tensor_81" [style=solid, label="(1, 512, 1, 1)"]; -"170 dequantize_per_tensor_81" -> "171 flatten" [style=solid, label="(1, 512, 1, 1)"]; -"171 flatten" -> "172 quantize_per_tensor_82" [style=solid, label="(1, 512)"]; -"172 quantize_per_tensor_82" -> "173 dequantize_per_tensor_83" [style=solid, label="(1, 512)"]; -"173 dequantize_per_tensor_83" -> "176 linear" [style=solid, label="(1, 512)"]; -"174 _frozen_param20" -> "175 dequantize_per_tensor_84" [style=solid, label="(1000, 512)"]; -"175 dequantize_per_tensor_84" -> "176 linear" [style=solid, label="(1000, 512)"]; -"176 linear" -> "177 quantize_per_tensor_85" [style=solid, label="(1, 1000)"]; -"177 quantize_per_tensor_85" -> "178 dequantize_per_tensor_86" [style=solid, label="(1, 1000)"]; -"178 dequantize_per_tensor_86" -> "179 output" [style=solid, label="(1, 1000)"]; +"12 quantize_per_tensor_5" -> "14 dequantize_per_tensor_7" [style=solid, label="(1, 64, 56, 56)"]; +"13 dequantize_per_tensor_6" -> "28 add_" [style=solid, label="(1, 64, 56, 56)"]; +"14 dequantize_per_tensor_7" -> "18 conv2d_1" [style=solid, label="(1, 64, 56, 56)"]; +"15 layer1_0_conv1_weight_bias" -> "18 conv2d_1" [style=solid, label="(64,)"]; +"16 _frozen_param1" -> "17 dequantize_per_tensor_8" [style=solid, label="(64, 64, 3, 3)"]; +"17 dequantize_per_tensor_8" -> "18 conv2d_1" [style=solid, label="(64, 64, 3, 3)"]; +"18 conv2d_1" -> "19 relu__1" [style=solid, label="(1, 64, 56, 56)"]; +"19 relu__1" -> "20 quantize_per_tensor_9" [style=solid, label="(1, 64, 56, 56)"]; +"20 quantize_per_tensor_9" -> "21 dequantize_per_tensor_10" [style=solid, label="(1, 64, 56, 56)"]; +"21 dequantize_per_tensor_10" -> "25 conv2d_2" [style=solid, label="(1, 64, 56, 56)"]; +"22 layer1_0_conv2_weight_bias" -> "25 conv2d_2" [style=solid, label="(64,)"]; +"23 _frozen_param2" -> "24 dequantize_per_tensor_11" [style=solid, label="(64, 64, 3, 3)"]; +"24 dequantize_per_tensor_11" -> "25 conv2d_2" [style=solid, label="(64, 64, 3, 3)"]; +"25 conv2d_2" -> "26 quantize_per_tensor_12" [style=solid, label="(1, 64, 56, 56)"]; +"26 quantize_per_tensor_12" -> "27 dequantize_per_tensor_13" [style=solid, label="(1, 64, 56, 56)"]; +"27 dequantize_per_tensor_13" -> "28 add_" [style=solid, label="(1, 64, 56, 56)"]; +"28 add_" -> "29 relu__2" [style=solid, label="(1, 64, 56, 56)"]; +"29 relu__2" -> "30 quantize_per_tensor_14" [style=solid, label="(1, 64, 56, 56)"]; +"30 quantize_per_tensor_14" -> "31 dequantize_per_tensor_15" [style=solid, label="(1, 64, 56, 56)"]; +"30 quantize_per_tensor_14" -> "32 dequantize_per_tensor_16" [style=solid, label="(1, 64, 56, 56)"]; +"31 dequantize_per_tensor_15" -> "46 add__1" [style=solid, label="(1, 64, 56, 56)"]; +"32 dequantize_per_tensor_16" -> "36 conv2d_3" [style=solid, label="(1, 64, 56, 56)"]; +"33 layer1_1_conv1_weight_bias" -> "36 conv2d_3" [style=solid, label="(64,)"]; +"34 _frozen_param3" -> "35 dequantize_per_tensor_17" [style=solid, label="(64, 64, 3, 3)"]; +"35 dequantize_per_tensor_17" -> "36 conv2d_3" [style=solid, label="(64, 64, 3, 3)"]; +"36 conv2d_3" -> "37 relu__3" [style=solid, label="(1, 64, 56, 56)"]; +"37 relu__3" -> "38 quantize_per_tensor_18" [style=solid, label="(1, 64, 56, 56)"]; +"38 quantize_per_tensor_18" -> "39 dequantize_per_tensor_19" [style=solid, label="(1, 64, 56, 56)"]; +"39 dequantize_per_tensor_19" -> "43 conv2d_4" [style=solid, label="(1, 64, 56, 56)"]; +"40 layer1_1_conv2_weight_bias" -> "43 conv2d_4" [style=solid, label="(64,)"]; +"41 _frozen_param4" -> "42 dequantize_per_tensor_20" [style=solid, label="(64, 64, 3, 3)"]; +"42 dequantize_per_tensor_20" -> "43 conv2d_4" [style=solid, label="(64, 64, 3, 3)"]; +"43 conv2d_4" -> "44 quantize_per_tensor_21" [style=solid, label="(1, 64, 56, 56)"]; +"44 quantize_per_tensor_21" -> "45 dequantize_per_tensor_22" [style=solid, label="(1, 64, 56, 56)"]; +"45 dequantize_per_tensor_22" -> "46 add__1" [style=solid, label="(1, 64, 56, 56)"]; +"46 add__1" -> "47 relu__4" [style=solid, label="(1, 64, 56, 56)"]; +"47 relu__4" -> "48 quantize_per_tensor_23" [style=solid, label="(1, 64, 56, 56)"]; +"48 quantize_per_tensor_23" -> "49 dequantize_per_tensor_24" [style=solid, label="(1, 64, 56, 56)"]; +"48 quantize_per_tensor_23" -> "50 dequantize_per_tensor_25" [style=solid, label="(1, 64, 56, 56)"]; +"49 dequantize_per_tensor_24" -> "67 conv2d_7" [style=solid, label="(1, 64, 56, 56)"]; +"50 dequantize_per_tensor_25" -> "54 conv2d_5" [style=solid, label="(1, 64, 56, 56)"]; +"51 layer2_0_conv1_weight_bias" -> "54 conv2d_5" [style=solid, label="(128,)"]; +"52 _frozen_param5" -> "53 dequantize_per_tensor_26" [style=solid, label="(128, 64, 3, 3)"]; +"53 dequantize_per_tensor_26" -> "54 conv2d_5" [style=solid, label="(128, 64, 3, 3)"]; +"54 conv2d_5" -> "55 relu__5" [style=solid, label="(1, 128, 28, 28)"]; +"55 relu__5" -> "56 quantize_per_tensor_27" [style=solid, label="(1, 128, 28, 28)"]; +"56 quantize_per_tensor_27" -> "57 dequantize_per_tensor_28" [style=solid, label="(1, 128, 28, 28)"]; +"57 dequantize_per_tensor_28" -> "61 conv2d_6" [style=solid, label="(1, 128, 28, 28)"]; +"58 layer2_0_conv2_weight_bias" -> "61 conv2d_6" [style=solid, label="(128,)"]; +"59 _frozen_param6" -> "60 dequantize_per_tensor_29" [style=solid, label="(128, 128, 3, 3)"]; +"60 dequantize_per_tensor_29" -> "61 conv2d_6" [style=solid, label="(128, 128, 3, 3)"]; +"61 conv2d_6" -> "62 quantize_per_tensor_30" [style=solid, label="(1, 128, 28, 28)"]; +"62 quantize_per_tensor_30" -> "63 dequantize_per_tensor_31" [style=solid, label="(1, 128, 28, 28)"]; +"63 dequantize_per_tensor_31" -> "70 add__2" [style=solid, label="(1, 128, 28, 28)"]; +"64 layer2_0_downsample_0_weight_bias" -> "67 conv2d_7" [style=solid, label="(128,)"]; +"65 _frozen_param7" -> "66 dequantize_per_tensor_32" [style=solid, label="(128, 64, 1, 1)"]; +"66 dequantize_per_tensor_32" -> "67 conv2d_7" [style=solid, label="(128, 64, 1, 1)"]; +"67 conv2d_7" -> "68 quantize_per_tensor_33" [style=solid, label="(1, 128, 28, 28)"]; +"68 quantize_per_tensor_33" -> "69 dequantize_per_tensor_34" [style=solid, label="(1, 128, 28, 28)"]; +"69 dequantize_per_tensor_34" -> "70 add__2" [style=solid, label="(1, 128, 28, 28)"]; +"70 add__2" -> "71 relu__6" [style=solid, label="(1, 128, 28, 28)"]; +"71 relu__6" -> "72 quantize_per_tensor_35" [style=solid, label="(1, 128, 28, 28)"]; +"72 quantize_per_tensor_35" -> "73 dequantize_per_tensor_36" [style=solid, label="(1, 128, 28, 28)"]; +"72 quantize_per_tensor_35" -> "74 dequantize_per_tensor_37" [style=solid, label="(1, 128, 28, 28)"]; +"73 dequantize_per_tensor_36" -> "88 add__3" [style=solid, label="(1, 128, 28, 28)"]; +"74 dequantize_per_tensor_37" -> "78 conv2d_8" [style=solid, label="(1, 128, 28, 28)"]; +"75 layer2_1_conv1_weight_bias" -> "78 conv2d_8" [style=solid, label="(128,)"]; +"76 _frozen_param8" -> "77 dequantize_per_tensor_38" [style=solid, label="(128, 128, 3, 3)"]; +"77 dequantize_per_tensor_38" -> "78 conv2d_8" [style=solid, label="(128, 128, 3, 3)"]; +"78 conv2d_8" -> "79 relu__7" [style=solid, label="(1, 128, 28, 28)"]; +"79 relu__7" -> "80 quantize_per_tensor_39" [style=solid, label="(1, 128, 28, 28)"]; +"80 quantize_per_tensor_39" -> "81 dequantize_per_tensor_40" [style=solid, label="(1, 128, 28, 28)"]; +"81 dequantize_per_tensor_40" -> "85 conv2d_9" [style=solid, label="(1, 128, 28, 28)"]; +"82 layer2_1_conv2_weight_bias" -> "85 conv2d_9" [style=solid, label="(128,)"]; +"83 _frozen_param9" -> "84 dequantize_per_tensor_41" [style=solid, label="(128, 128, 3, 3)"]; +"84 dequantize_per_tensor_41" -> "85 conv2d_9" [style=solid, label="(128, 128, 3, 3)"]; +"85 conv2d_9" -> "86 quantize_per_tensor_42" [style=solid, label="(1, 128, 28, 28)"]; +"86 quantize_per_tensor_42" -> "87 dequantize_per_tensor_43" [style=solid, label="(1, 128, 28, 28)"]; +"87 dequantize_per_tensor_43" -> "88 add__3" [style=solid, label="(1, 128, 28, 28)"]; +"88 add__3" -> "89 relu__8" [style=solid, label="(1, 128, 28, 28)"]; +"89 relu__8" -> "90 quantize_per_tensor_44" [style=solid, label="(1, 128, 28, 28)"]; +"90 quantize_per_tensor_44" -> "91 dequantize_per_tensor_45" [style=solid, label="(1, 128, 28, 28)"]; +"90 quantize_per_tensor_44" -> "92 dequantize_per_tensor_46" [style=solid, label="(1, 128, 28, 28)"]; +"91 dequantize_per_tensor_45" -> "109 conv2d_12" [style=solid, label="(1, 128, 28, 28)"]; +"92 dequantize_per_tensor_46" -> "96 conv2d_10" [style=solid, label="(1, 128, 28, 28)"]; +"93 layer3_0_conv1_weight_bias" -> "96 conv2d_10" [style=solid, label="(256,)"]; +"94 _frozen_param10" -> "95 dequantize_per_tensor_47" [style=solid, label="(256, 128, 3, 3)"]; +"95 dequantize_per_tensor_47" -> "96 conv2d_10" [style=solid, label="(256, 128, 3, 3)"]; +"96 conv2d_10" -> "97 relu__9" [style=solid, label="(1, 256, 14, 14)"]; +"97 relu__9" -> "98 quantize_per_tensor_48" [style=solid, label="(1, 256, 14, 14)"]; +"98 quantize_per_tensor_48" -> "99 dequantize_per_tensor_49" [style=solid, label="(1, 256, 14, 14)"]; +"99 dequantize_per_tensor_49" -> "103 conv2d_11" [style=solid, label="(1, 256, 14, 14)"]; +"100 layer3_0_conv2_weight_bias" -> "103 conv2d_11" [style=solid, label="(256,)"]; +"101 _frozen_param11" -> "102 dequantize_per_tensor_50" [style=solid, label="(256, 256, 3, 3)"]; +"102 dequantize_per_tensor_50" -> "103 conv2d_11" [style=solid, label="(256, 256, 3, 3)"]; +"103 conv2d_11" -> "104 quantize_per_tensor_51" [style=solid, label="(1, 256, 14, 14)"]; +"104 quantize_per_tensor_51" -> "105 dequantize_per_tensor_52" [style=solid, label="(1, 256, 14, 14)"]; +"105 dequantize_per_tensor_52" -> "112 add__4" [style=solid, label="(1, 256, 14, 14)"]; +"106 layer3_0_downsample_0_weight_bias" -> "109 conv2d_12" [style=solid, label="(256,)"]; +"107 _frozen_param12" -> "108 dequantize_per_tensor_53" [style=solid, label="(256, 128, 1, 1)"]; +"108 dequantize_per_tensor_53" -> "109 conv2d_12" [style=solid, label="(256, 128, 1, 1)"]; +"109 conv2d_12" -> "110 quantize_per_tensor_54" [style=solid, label="(1, 256, 14, 14)"]; +"110 quantize_per_tensor_54" -> "111 dequantize_per_tensor_55" [style=solid, label="(1, 256, 14, 14)"]; +"111 dequantize_per_tensor_55" -> "112 add__4" [style=solid, label="(1, 256, 14, 14)"]; +"112 add__4" -> "113 relu__10" [style=solid, label="(1, 256, 14, 14)"]; +"113 relu__10" -> "114 quantize_per_tensor_56" [style=solid, label="(1, 256, 14, 14)"]; +"114 quantize_per_tensor_56" -> "115 dequantize_per_tensor_57" [style=solid, label="(1, 256, 14, 14)"]; +"114 quantize_per_tensor_56" -> "116 dequantize_per_tensor_58" [style=solid, label="(1, 256, 14, 14)"]; +"115 dequantize_per_tensor_57" -> "130 add__5" [style=solid, label="(1, 256, 14, 14)"]; +"116 dequantize_per_tensor_58" -> "120 conv2d_13" [style=solid, label="(1, 256, 14, 14)"]; +"117 layer3_1_conv1_weight_bias" -> "120 conv2d_13" [style=solid, label="(256,)"]; +"118 _frozen_param13" -> "119 dequantize_per_tensor_59" [style=solid, label="(256, 256, 3, 3)"]; +"119 dequantize_per_tensor_59" -> "120 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; +"120 conv2d_13" -> "121 relu__11" [style=solid, label="(1, 256, 14, 14)"]; +"121 relu__11" -> "122 quantize_per_tensor_60" [style=solid, label="(1, 256, 14, 14)"]; +"122 quantize_per_tensor_60" -> "123 dequantize_per_tensor_61" [style=solid, label="(1, 256, 14, 14)"]; +"123 dequantize_per_tensor_61" -> "127 conv2d_14" [style=solid, label="(1, 256, 14, 14)"]; +"124 layer3_1_conv2_weight_bias" -> "127 conv2d_14" [style=solid, label="(256,)"]; +"125 _frozen_param14" -> "126 dequantize_per_tensor_62" [style=solid, label="(256, 256, 3, 3)"]; +"126 dequantize_per_tensor_62" -> "127 conv2d_14" [style=solid, label="(256, 256, 3, 3)"]; +"127 conv2d_14" -> "128 quantize_per_tensor_63" [style=solid, label="(1, 256, 14, 14)"]; +"128 quantize_per_tensor_63" -> "129 dequantize_per_tensor_64" [style=solid, label="(1, 256, 14, 14)"]; +"129 dequantize_per_tensor_64" -> "130 add__5" [style=solid, label="(1, 256, 14, 14)"]; +"130 add__5" -> "131 relu__12" [style=solid, label="(1, 256, 14, 14)"]; +"131 relu__12" -> "132 quantize_per_tensor_65" [style=solid, label="(1, 256, 14, 14)"]; +"132 quantize_per_tensor_65" -> "133 dequantize_per_tensor_66" [style=solid, label="(1, 256, 14, 14)"]; +"132 quantize_per_tensor_65" -> "134 dequantize_per_tensor_67" [style=solid, label="(1, 256, 14, 14)"]; +"133 dequantize_per_tensor_66" -> "151 conv2d_17" [style=solid, label="(1, 256, 14, 14)"]; +"134 dequantize_per_tensor_67" -> "138 conv2d_15" [style=solid, label="(1, 256, 14, 14)"]; +"135 layer4_0_conv1_weight_bias" -> "138 conv2d_15" [style=solid, label="(512,)"]; +"136 _frozen_param15" -> "137 dequantize_per_tensor_68" [style=solid, label="(512, 256, 3, 3)"]; +"137 dequantize_per_tensor_68" -> "138 conv2d_15" [style=solid, label="(512, 256, 3, 3)"]; +"138 conv2d_15" -> "139 relu__13" [style=solid, label="(1, 512, 7, 7)"]; +"139 relu__13" -> "140 quantize_per_tensor_69" [style=solid, label="(1, 512, 7, 7)"]; +"140 quantize_per_tensor_69" -> "141 dequantize_per_tensor_70" [style=solid, label="(1, 512, 7, 7)"]; +"141 dequantize_per_tensor_70" -> "145 conv2d_16" [style=solid, label="(1, 512, 7, 7)"]; +"142 layer4_0_conv2_weight_bias" -> "145 conv2d_16" [style=solid, label="(512,)"]; +"143 _frozen_param16" -> "144 dequantize_per_tensor_71" [style=solid, label="(512, 512, 3, 3)"]; +"144 dequantize_per_tensor_71" -> "145 conv2d_16" [style=solid, label="(512, 512, 3, 3)"]; +"145 conv2d_16" -> "146 quantize_per_tensor_72" [style=solid, label="(1, 512, 7, 7)"]; +"146 quantize_per_tensor_72" -> "147 dequantize_per_tensor_73" [style=solid, label="(1, 512, 7, 7)"]; +"147 dequantize_per_tensor_73" -> "154 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"148 layer4_0_downsample_0_weight_bias" -> "151 conv2d_17" [style=solid, label="(512,)"]; +"149 _frozen_param17" -> "150 dequantize_per_tensor_74" [style=solid, label="(512, 256, 1, 1)"]; +"150 dequantize_per_tensor_74" -> "151 conv2d_17" [style=solid, label="(512, 256, 1, 1)"]; +"151 conv2d_17" -> "152 quantize_per_tensor_75" [style=solid, label="(1, 512, 7, 7)"]; +"152 quantize_per_tensor_75" -> "153 dequantize_per_tensor_76" [style=solid, label="(1, 512, 7, 7)"]; +"153 dequantize_per_tensor_76" -> "154 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"154 add__6" -> "155 relu__14" [style=solid, label="(1, 512, 7, 7)"]; +"155 relu__14" -> "156 quantize_per_tensor_77" [style=solid, label="(1, 512, 7, 7)"]; +"156 quantize_per_tensor_77" -> "157 dequantize_per_tensor_78" [style=solid, label="(1, 512, 7, 7)"]; +"156 quantize_per_tensor_77" -> "158 dequantize_per_tensor_79" [style=solid, label="(1, 512, 7, 7)"]; +"157 dequantize_per_tensor_78" -> "172 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"158 dequantize_per_tensor_79" -> "162 conv2d_18" [style=solid, label="(1, 512, 7, 7)"]; +"159 layer4_1_conv1_weight_bias" -> "162 conv2d_18" [style=solid, label="(512,)"]; +"160 _frozen_param18" -> "161 dequantize_per_tensor_80" [style=solid, label="(512, 512, 3, 3)"]; +"161 dequantize_per_tensor_80" -> "162 conv2d_18" [style=solid, label="(512, 512, 3, 3)"]; +"162 conv2d_18" -> "163 relu__15" [style=solid, label="(1, 512, 7, 7)"]; +"163 relu__15" -> "164 quantize_per_tensor_81" [style=solid, label="(1, 512, 7, 7)"]; +"164 quantize_per_tensor_81" -> "165 dequantize_per_tensor_82" [style=solid, label="(1, 512, 7, 7)"]; +"165 dequantize_per_tensor_82" -> "169 conv2d_19" [style=solid, label="(1, 512, 7, 7)"]; +"166 layer4_1_conv2_weight_bias" -> "169 conv2d_19" [style=solid, label="(512,)"]; +"167 _frozen_param19" -> "168 dequantize_per_tensor_83" [style=solid, label="(512, 512, 3, 3)"]; +"168 dequantize_per_tensor_83" -> "169 conv2d_19" [style=solid, label="(512, 512, 3, 3)"]; +"169 conv2d_19" -> "170 quantize_per_tensor_84" [style=solid, label="(1, 512, 7, 7)"]; +"170 quantize_per_tensor_84" -> "171 dequantize_per_tensor_85" [style=solid, label="(1, 512, 7, 7)"]; +"171 dequantize_per_tensor_85" -> "172 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"172 add__7" -> "173 relu__16" [style=solid, label="(1, 512, 7, 7)"]; +"173 relu__16" -> "174 quantize_per_tensor_86" [style=solid, label="(1, 512, 7, 7)"]; +"174 quantize_per_tensor_86" -> "175 dequantize_per_tensor_87" [style=solid, label="(1, 512, 7, 7)"]; +"175 dequantize_per_tensor_87" -> "176 adaptive_avg_pool2d" [style=solid, label="(1, 512, 7, 7)"]; +"176 adaptive_avg_pool2d" -> "177 quantize_per_tensor_88" [style=solid, label="(1, 512, 1, 1)"]; +"177 quantize_per_tensor_88" -> "178 dequantize_per_tensor_89" [style=solid, label="(1, 512, 1, 1)"]; +"178 dequantize_per_tensor_89" -> "179 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"179 flatten" -> "180 quantize_per_tensor_90" [style=solid, label="(1, 512)"]; +"180 quantize_per_tensor_90" -> "181 dequantize_per_tensor_91" [style=solid, label="(1, 512)"]; +"181 dequantize_per_tensor_91" -> "184 linear" [style=solid, label="(1, 512)"]; +"182 _frozen_param20" -> "183 dequantize_per_tensor_92" [style=solid, label="(1000, 512)"]; +"183 dequantize_per_tensor_92" -> "184 linear" [style=solid, label="(1000, 512)"]; +"184 linear" -> "185 quantize_per_tensor_93" [style=solid, label="(1, 1000)"]; +"185 quantize_per_tensor_93" -> "186 dequantize_per_tensor_94" [style=solid, label="(1, 1000)"]; +"186 dequantize_per_tensor_94" -> "187 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/XNNPACKQuantizer/swin_v2_t.dot b/tests/torch2/data/fx/XNNPACKQuantizer/swin_v2_t.dot index ffac91b4406..1a459fe5c47 100644 --- a/tests/torch2/data/fx/XNNPACKQuantizer/swin_v2_t.dot +++ b/tests/torch2/data/fx/XNNPACKQuantizer/swin_v2_t.dot @@ -240,1767 +240,1787 @@ strict digraph { "238 add_1" [id=238, type=add]; "239 quantize_per_tensor_44" [id=239, type="quantize_per_tensor"]; "240 dequantize_per_tensor_45" [id=240, type="dequantize_per_tensor"]; -"241 add_1_0_0_nncf_smooth_quant_0" [id=241, type="call_module"]; -"242 quantize_per_tensor_46" [id=242, type="quantize_per_tensor"]; -"243 dequantize_per_tensor_47" [id=243, type="dequantize_per_tensor"]; -"244 _frozen_param8" [id=244, type="get_attr"]; -"245 dequantize_per_tensor_48" [id=245, type="dequantize_per_tensor"]; -"246 linear_4" [id=246, type=linear]; -"247 quantize_per_tensor_49" [id=247, type="quantize_per_tensor"]; -"248 dequantize_per_tensor_50" [id=248, type="dequantize_per_tensor"]; -"249 gelu" [id=249, type=gelu]; -"250 dropout_2" [id=250, type=dropout]; -"251 dropout_2_0_0_nncf_smooth_quant_0" [id=251, type="call_module"]; -"252 quantize_per_tensor_51" [id=252, type="quantize_per_tensor"]; -"253 dequantize_per_tensor_52" [id=253, type="dequantize_per_tensor"]; -"254 _frozen_param9" [id=254, type="get_attr"]; -"255 dequantize_per_tensor_53" [id=255, type="dequantize_per_tensor"]; -"256 linear_5" [id=256, type=linear]; -"257 quantize_per_tensor_54" [id=257, type="quantize_per_tensor"]; -"258 dequantize_per_tensor_55" [id=258, type="dequantize_per_tensor"]; -"259 dropout_3" [id=259, type=dropout]; -"260 layer_norm_2" [id=260, type="layer_norm"]; -"261 quantize_per_tensor_56" [id=261, type="quantize_per_tensor"]; -"262 dequantize_per_tensor_57" [id=262, type="dequantize_per_tensor"]; -"263 add_2" [id=263, type=add]; -"264 quantize_per_tensor_58" [id=264, 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quantize_per_tensor_715" [id=1843, type="quantize_per_tensor"]; +"1844 dequantize_per_tensor_716" [id=1844, type="dequantize_per_tensor"]; +"1845 dequantize_per_tensor_717" [id=1845, type="dequantize_per_tensor"]; +"1846 add_39_0_0_nncf_smooth_quant_0" [id=1846, type="call_module"]; +"1847 quantize_per_tensor_718" [id=1847, type="quantize_per_tensor"]; +"1848 dequantize_per_tensor_719" [id=1848, type="dequantize_per_tensor"]; +"1849 _frozen_param110" [id=1849, type="get_attr"]; +"1850 dequantize_per_tensor_720" [id=1850, type="dequantize_per_tensor"]; +"1851 linear_73" [id=1851, type=linear]; +"1852 quantize_per_tensor_721" [id=1852, type="quantize_per_tensor"]; +"1853 dequantize_per_tensor_722" [id=1853, type="dequantize_per_tensor"]; +"1854 gelu_11" [id=1854, type=gelu]; +"1855 dropout_46" [id=1855, type=dropout]; +"1856 dropout_46_0_0_nncf_smooth_quant_0" [id=1856, type="call_module"]; +"1857 quantize_per_tensor_723" [id=1857, type="quantize_per_tensor"]; +"1858 dequantize_per_tensor_724" [id=1858, type="dequantize_per_tensor"]; +"1859 _frozen_param111" [id=1859, type="get_attr"]; +"1860 dequantize_per_tensor_725" [id=1860, type="dequantize_per_tensor"]; +"1861 linear_74" [id=1861, type=linear]; +"1862 quantize_per_tensor_726" [id=1862, type="quantize_per_tensor"]; +"1863 dequantize_per_tensor_727" [id=1863, type="dequantize_per_tensor"]; +"1864 dropout_47" [id=1864, type=dropout]; +"1865 layer_norm_27" [id=1865, type="layer_norm"]; +"1866 quantize_per_tensor_728" [id=1866, type="quantize_per_tensor"]; +"1867 dequantize_per_tensor_729" [id=1867, type="dequantize_per_tensor"]; +"1868 add_40" [id=1868, type=add]; +"1869 quantize_per_tensor_730" [id=1869, type="quantize_per_tensor"]; +"1870 dequantize_per_tensor_731" [id=1870, type="dequantize_per_tensor"]; +"1871 layer_norm_28" [id=1871, type="layer_norm"]; +"1872 permute_54" [id=1872, type=permute]; +"1873 quantize_per_tensor_732" [id=1873, type="quantize_per_tensor"]; +"1874 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label="(384,)"]; -"12 features_5_2_attn_qkv_bias" -> "1062 clone_6" [style=solid, label="(1152,)"]; -"13 features_5_2_attn_proj_bias" -> "1106 linear_41" [style=solid, label="(384,)"]; -"14 features_5_3_attn_qkv_bias" -> "1186 clone_7" [style=solid, label="(1152,)"]; -"15 features_5_3_attn_proj_bias" -> "1254 linear_47" [style=solid, label="(384,)"]; -"16 features_5_4_attn_qkv_bias" -> "1334 clone_8" [style=solid, label="(1152,)"]; -"17 features_5_4_attn_proj_bias" -> "1378 linear_53" [style=solid, label="(384,)"]; -"18 features_5_5_attn_qkv_bias" -> "1458 clone_9" [style=solid, label="(1152,)"]; -"19 features_5_5_attn_proj_bias" -> "1526 linear_59" [style=solid, label="(384,)"]; -"20 features_7_0_attn_qkv_bias" -> "1639 clone_10" [style=solid, label="(2304,)"]; -"21 features_7_0_attn_proj_bias" -> "1683 linear_66" [style=solid, label="(768,)"]; -"22 features_7_1_attn_qkv_bias" -> "1764 clone_11" [style=solid, label="(2304,)"]; -"23 features_7_1_attn_proj_bias" -> "1808 linear_72" [style=solid, label="(768,)"]; +"2 features_1_1_attn_qkv_bias" -> "305 clone_1" [style=solid, label="(288,)"]; +"3 features_1_1_attn_proj_bias" -> "373 linear_9" [style=solid, label="(96,)"]; +"4 features_3_0_attn_qkv_bias" -> "484 clone_2" [style=solid, label="(576,)"]; +"5 features_3_0_attn_proj_bias" -> "528 linear_16" [style=solid, label="(192,)"]; +"6 features_3_1_attn_qkv_bias" -> "612 clone_3" [style=solid, label="(576,)"]; +"7 features_3_1_attn_proj_bias" -> "680 linear_22" [style=solid, label="(192,)"]; +"8 features_5_0_attn_qkv_bias" -> "794 clone_4" [style=solid, label="(1152,)"]; +"9 features_5_0_attn_proj_bias" -> "838 linear_29" [style=solid, label="(384,)"]; +"10 features_5_1_attn_qkv_bias" -> "922 clone_5" [style=solid, label="(1152,)"]; +"11 features_5_1_attn_proj_bias" -> "990 linear_35" [style=solid, label="(384,)"]; +"12 features_5_2_attn_qkv_bias" -> "1072 clone_6" [style=solid, label="(1152,)"]; +"13 features_5_2_attn_proj_bias" -> "1116 linear_41" [style=solid, 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"1760 linear_70" [style=solid, label="(1, 15, 15, 512)"]; +"1758 _frozen_param105" -> "1759 dequantize_per_tensor_686" [style=solid, label="(24, 512)"]; +"1759 dequantize_per_tensor_686" -> "1760 linear_70" [style=solid, label="(24, 512)"]; +"1760 linear_70" -> "1761 quantize_per_tensor_687" [style=solid, label="(1, 15, 15, 24)"]; +"1761 quantize_per_tensor_687" -> "1762 dequantize_per_tensor_688" [style=solid, label="(1, 15, 15, 24)"]; +"1762 dequantize_per_tensor_688" -> "1763 view_59" [style=solid, label="(1, 15, 15, 24)"]; +"1763 view_59" -> "1764 quantize_per_tensor_689" [style=solid, label="(225, 24)"]; +"1764 quantize_per_tensor_689" -> "1765 dequantize_per_tensor_690" [style=solid, label="(225, 24)"]; +"1765 dequantize_per_tensor_690" -> "1766 index_11" [style=solid, label="(225, 24)"]; +"1766 index_11" -> "1767 view_60" [style=solid, label="(4096, 24)"]; +"1767 view_60" -> "1768 permute_50" [style=solid, label="(64, 64, 24)"]; +"1768 permute_50" -> "1769 contiguous_20" [style=solid, label="(24, 64, 64)"]; +"1769 contiguous_20" -> "1770 unsqueeze_31" [style=solid, label="(24, 64, 64)"]; +"1770 unsqueeze_31" -> "1771 sigmoid_11" [style=solid, label="(1, 24, 64, 64)"]; +"1771 sigmoid_11" -> "1772 quantize_per_tensor_691" [style=solid, label="(1, 24, 64, 64)"]; +"1772 quantize_per_tensor_691" -> "1773 dequantize_per_tensor_692" [style=solid, label="(1, 24, 64, 64)"]; +"1773 dequantize_per_tensor_692" -> "1776 mul_22" [style=solid, label="(1, 24, 64, 64)"]; +"1774 _frozen_param106" -> "1775 dequantize_per_tensor_693" [style=solid, label="()"]; +"1775 dequantize_per_tensor_693" -> "1776 mul_22" [style=solid, label="()"]; +"1776 mul_22" -> "1777 quantize_per_tensor_694" [style=solid, label="(1, 24, 64, 64)"]; +"1777 quantize_per_tensor_694" -> "1778 dequantize_per_tensor_695" [style=solid, label="(1, 24, 64, 64)"]; +"1778 dequantize_per_tensor_695" -> "1814 add_38" [style=solid, label="(1, 24, 64, 64)"]; +"1779 pad_14" -> "1780 view_61" [style=solid, label="(1, 8, 8, 768)"]; +"1780 view_61" -> "1781 permute_51" [style=solid, label="(1, 1, 8, 1, 8, 768)"]; +"1781 permute_51" -> "1782 reshape_49" [style=solid, label="(1, 1, 1, 8, 8, 768)"]; +"1782 reshape_49" -> "1784 reshape_49_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 64, 768)"]; +"1783 clone_11" -> "1789 linear_71" [style=solid, label="(2304,)"]; +"1784 reshape_49_0_0_nncf_smooth_quant_0" -> "1785 quantize_per_tensor_696" [style=solid, label="(1, 64, 768)"]; +"1785 quantize_per_tensor_696" -> "1786 dequantize_per_tensor_697" [style=solid, label="(1, 64, 768)"]; +"1786 dequantize_per_tensor_697" -> "1789 linear_71" [style=solid, label="(1, 64, 768)"]; +"1787 _frozen_param107" -> "1788 dequantize_per_tensor_698" [style=solid, label="(2304, 768)"]; +"1788 dequantize_per_tensor_698" -> "1789 linear_71" [style=solid, label="(2304, 768)"]; +"1789 linear_71" -> "1790 quantize_per_tensor_699" [style=solid, label="(1, 64, 2304)"]; +"1790 quantize_per_tensor_699" -> "1791 dequantize_per_tensor_700" [style=solid, label="(1, 64, 2304)"]; +"1791 dequantize_per_tensor_700" -> "1792 reshape_50" [style=solid, label="(1, 64, 2304)"]; +"1792 reshape_50" -> "1793 permute_52" [style=solid, label="(1, 64, 3, 24, 32)"]; +"1793 permute_52" -> "1794 select_33" [style=solid, label="(3, 1, 24, 64, 32)"]; +"1793 permute_52" -> "1795 select_34" [style=solid, label="(3, 1, 24, 64, 32)"]; +"1793 permute_52" -> "1796 select_35" [style=solid, label="(3, 1, 24, 64, 32)"]; +"1794 select_33" -> "1797 linalg_vector_norm_22" [style=solid, label="(1, 24, 64, 32)"]; +"1794 select_33" -> "1799 expand_as_22" [style=solid, label="(1, 24, 64, 32)"]; +"1794 select_33" -> "1800 div_22" [style=solid, label="(1, 24, 64, 32)"]; +"1795 select_34" -> "1801 linalg_vector_norm_23" [style=solid, label="(1, 24, 64, 32)"]; +"1795 select_34" -> "1803 expand_as_23" [style=solid, label="(1, 24, 64, 32)"]; +"1795 select_34" -> "1804 div_23" [style=solid, label="(1, 24, 64, 32)"]; +"1796 select_35" -> "1819 matmul_23" [style=solid, label="(1, 24, 64, 32)"]; +"1797 linalg_vector_norm_22" -> "1798 clamp_min_22" [style=solid, label="(1, 24, 64, 1)"]; +"1798 clamp_min_22" -> "1799 expand_as_22" [style=solid, label="(1, 24, 64, 1)"]; +"1799 expand_as_22" -> "1800 div_22" [style=solid, label="(1, 24, 64, 32)"]; +"1800 div_22" -> "1806 matmul_22" [style=solid, label="(1, 24, 64, 32)"]; +"1801 linalg_vector_norm_23" -> "1802 clamp_min_23" [style=solid, label="(1, 24, 64, 1)"]; +"1802 clamp_min_23" -> "1803 expand_as_23" [style=solid, label="(1, 24, 64, 1)"]; +"1803 expand_as_23" -> "1804 div_23" [style=solid, label="(1, 24, 64, 32)"]; +"1804 div_23" -> "1805 transpose_22" [style=solid, label="(1, 24, 64, 32)"]; +"1805 transpose_22" -> "1806 matmul_22" [style=solid, label="(1, 24, 32, 64)"]; +"1806 matmul_22" -> "1807 quantize_per_tensor_701" [style=solid, label="(1, 24, 64, 64)"]; +"1807 quantize_per_tensor_701" -> "1808 dequantize_per_tensor_702" [style=solid, label="(1, 24, 64, 64)"]; +"1808 dequantize_per_tensor_702" -> "1811 mul_23" [style=solid, label="(1, 24, 64, 64)"]; +"1809 _frozen_param108" -> "1810 dequantize_per_tensor_703" [style=solid, label="(24, 1, 1)"]; +"1810 dequantize_per_tensor_703" -> "1811 mul_23" [style=solid, label="(24, 1, 1)"]; +"1811 mul_23" -> "1812 quantize_per_tensor_704" [style=solid, label="(1, 24, 64, 64)"]; +"1812 quantize_per_tensor_704" -> "1813 dequantize_per_tensor_705" [style=solid, label="(1, 24, 64, 64)"]; +"1813 dequantize_per_tensor_705" -> "1814 add_38" [style=solid, label="(1, 24, 64, 64)"]; +"1814 add_38" -> "1815 quantize_per_tensor_706" [style=solid, label="(1, 24, 64, 64)"]; +"1815 quantize_per_tensor_706" -> "1816 dequantize_per_tensor_707" [style=solid, label="(1, 24, 64, 64)"]; +"1816 dequantize_per_tensor_707" -> "1817 softmax_11" [style=solid, label="(1, 24, 64, 64)"]; +"1817 softmax_11" -> "1818 dropout_44" [style=solid, label="(1, 24, 64, 64)"]; +"1818 dropout_44" -> "1819 matmul_23" [style=solid, label="(1, 24, 64, 64)"]; +"1819 matmul_23" -> "1820 transpose_23" [style=solid, label="(1, 24, 64, 32)"]; +"1820 transpose_23" -> "1821 reshape_51" [style=solid, label="(1, 64, 24, 32)"]; +"1821 reshape_51" -> "1822 reshape_51_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 64, 768)"]; +"1822 reshape_51_0_0_nncf_smooth_quant_0" -> "1823 quantize_per_tensor_708" [style=solid, label="(1, 64, 768)"]; +"1823 quantize_per_tensor_708" -> "1824 dequantize_per_tensor_709" [style=solid, label="(1, 64, 768)"]; +"1824 dequantize_per_tensor_709" -> "1827 linear_72" [style=solid, label="(1, 64, 768)"]; +"1825 _frozen_param109" -> "1826 dequantize_per_tensor_710" [style=solid, label="(768, 768)"]; +"1826 dequantize_per_tensor_710" -> "1827 linear_72" [style=solid, label="(768, 768)"]; +"1827 linear_72" -> "1828 quantize_per_tensor_711" [style=solid, label="(1, 64, 768)"]; +"1828 quantize_per_tensor_711" -> "1829 dequantize_per_tensor_712" [style=solid, label="(1, 64, 768)"]; +"1829 dequantize_per_tensor_712" -> "1830 dropout_45" [style=solid, label="(1, 64, 768)"]; +"1830 dropout_45" -> "1831 view_62" [style=solid, label="(1, 64, 768)"]; +"1831 view_62" -> "1832 permute_53" [style=solid, label="(1, 1, 1, 8, 8, 768)"]; +"1832 permute_53" -> "1833 reshape_52" [style=solid, label="(1, 1, 8, 1, 8, 768)"]; +"1833 reshape_52" -> "1834 slice_179" [style=solid, label="(1, 8, 8, 768)"]; +"1834 slice_179" -> "1835 slice_180" [style=solid, label="(1, 8, 8, 768)"]; +"1835 slice_180" -> "1836 slice_181" [style=solid, label="(1, 7, 8, 768)"]; +"1836 slice_181" -> "1837 slice_182" [style=solid, label="(1, 7, 7, 768)"]; +"1837 slice_182" -> "1838 contiguous_21" [style=solid, label="(1, 7, 7, 768)"]; +"1838 contiguous_21" -> "1839 layer_norm_26" [style=solid, label="(1, 7, 7, 768)"]; +"1839 layer_norm_26" -> "1840 quantize_per_tensor_713" [style=solid, label="(1, 7, 7, 768)"]; +"1840 quantize_per_tensor_713" -> "1841 dequantize_per_tensor_714" [style=solid, label="(1, 7, 7, 768)"]; +"1841 dequantize_per_tensor_714" -> "1842 add_39" [style=solid, label="(1, 7, 7, 768)"]; +"1842 add_39" -> "1843 quantize_per_tensor_715" [style=solid, label="(1, 7, 7, 768)"]; +"1843 quantize_per_tensor_715" -> "1844 dequantize_per_tensor_716" [style=solid, label="(1, 7, 7, 768)"]; +"1843 quantize_per_tensor_715" -> "1845 dequantize_per_tensor_717" [style=solid, label="(1, 7, 7, 768)"]; +"1844 dequantize_per_tensor_716" -> "1868 add_40" [style=solid, label="(1, 7, 7, 768)"]; +"1845 dequantize_per_tensor_717" -> "1846 add_39_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 7, 7, 768)"]; +"1846 add_39_0_0_nncf_smooth_quant_0" -> "1847 quantize_per_tensor_718" [style=solid, label="(1, 7, 7, 768)"]; +"1847 quantize_per_tensor_718" -> "1848 dequantize_per_tensor_719" [style=solid, label="(1, 7, 7, 768)"]; +"1848 dequantize_per_tensor_719" -> "1851 linear_73" [style=solid, label="(1, 7, 7, 768)"]; +"1849 _frozen_param110" -> "1850 dequantize_per_tensor_720" [style=solid, label="(3072, 768)"]; +"1850 dequantize_per_tensor_720" -> "1851 linear_73" [style=solid, label="(3072, 768)"]; +"1851 linear_73" -> "1852 quantize_per_tensor_721" [style=solid, label="(1, 7, 7, 3072)"]; +"1852 quantize_per_tensor_721" -> "1853 dequantize_per_tensor_722" [style=solid, label="(1, 7, 7, 3072)"]; +"1853 dequantize_per_tensor_722" -> "1854 gelu_11" [style=solid, label="(1, 7, 7, 3072)"]; +"1854 gelu_11" -> "1855 dropout_46" [style=solid, label="(1, 7, 7, 3072)"]; +"1855 dropout_46" -> "1856 dropout_46_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 7, 7, 3072)"]; +"1856 dropout_46_0_0_nncf_smooth_quant_0" -> "1857 quantize_per_tensor_723" [style=solid, label="(1, 7, 7, 3072)"]; +"1857 quantize_per_tensor_723" -> "1858 dequantize_per_tensor_724" [style=solid, label="(1, 7, 7, 3072)"]; +"1858 dequantize_per_tensor_724" -> "1861 linear_74" [style=solid, label="(1, 7, 7, 3072)"]; +"1859 _frozen_param111" -> "1860 dequantize_per_tensor_725" [style=solid, label="(768, 3072)"]; +"1860 dequantize_per_tensor_725" -> "1861 linear_74" [style=solid, label="(768, 3072)"]; +"1861 linear_74" -> "1862 quantize_per_tensor_726" [style=solid, label="(1, 7, 7, 768)"]; +"1862 quantize_per_tensor_726" -> "1863 dequantize_per_tensor_727" [style=solid, label="(1, 7, 7, 768)"]; +"1863 dequantize_per_tensor_727" -> "1864 dropout_47" [style=solid, label="(1, 7, 7, 768)"]; +"1864 dropout_47" -> "1865 layer_norm_27" [style=solid, label="(1, 7, 7, 768)"]; +"1865 layer_norm_27" -> "1866 quantize_per_tensor_728" [style=solid, label="(1, 7, 7, 768)"]; +"1866 quantize_per_tensor_728" -> "1867 dequantize_per_tensor_729" [style=solid, label="(1, 7, 7, 768)"]; +"1867 dequantize_per_tensor_729" -> "1868 add_40" [style=solid, label="(1, 7, 7, 768)"]; +"1868 add_40" -> "1869 quantize_per_tensor_730" [style=solid, label="(1, 7, 7, 768)"]; +"1869 quantize_per_tensor_730" -> "1870 dequantize_per_tensor_731" [style=solid, label="(1, 7, 7, 768)"]; +"1870 dequantize_per_tensor_731" -> "1871 layer_norm_28" [style=solid, label="(1, 7, 7, 768)"]; +"1871 layer_norm_28" -> "1872 permute_54" [style=solid, label="(1, 7, 7, 768)"]; +"1872 permute_54" -> "1873 quantize_per_tensor_732" [style=solid, label="(1, 768, 7, 7)"]; +"1873 quantize_per_tensor_732" -> "1874 dequantize_per_tensor_733" [style=solid, label="(1, 768, 7, 7)"]; +"1874 dequantize_per_tensor_733" -> "1875 adaptive_avg_pool2d" [style=solid, label="(1, 768, 7, 7)"]; +"1875 adaptive_avg_pool2d" -> "1876 quantize_per_tensor_734" [style=solid, label="(1, 768, 1, 1)"]; +"1876 quantize_per_tensor_734" -> "1877 dequantize_per_tensor_735" [style=solid, label="(1, 768, 1, 1)"]; +"1877 dequantize_per_tensor_735" -> "1878 flatten" [style=solid, label="(1, 768, 1, 1)"]; +"1878 flatten" -> "1879 quantize_per_tensor_736" [style=solid, label="(1, 768)"]; +"1879 quantize_per_tensor_736" -> "1880 dequantize_per_tensor_737" [style=solid, label="(1, 768)"]; +"1880 dequantize_per_tensor_737" -> "1881 flatten_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 768)"]; +"1881 flatten_0_0_nncf_smooth_quant_0" -> "1882 quantize_per_tensor_738" [style=solid, label="(1, 768)"]; +"1882 quantize_per_tensor_738" -> "1883 dequantize_per_tensor_739" [style=solid, label="(1, 768)"]; +"1883 dequantize_per_tensor_739" -> "1886 linear_75" [style=solid, label="(1, 768)"]; +"1884 _frozen_param112" -> "1885 dequantize_per_tensor_740" [style=solid, label="(1000, 768)"]; +"1885 dequantize_per_tensor_740" -> "1886 linear_75" [style=solid, label="(1000, 768)"]; +"1886 linear_75" -> "1887 quantize_per_tensor_741" [style=solid, label="(1, 1000)"]; +"1887 quantize_per_tensor_741" -> "1888 dequantize_per_tensor_742" [style=solid, label="(1, 1000)"]; +"1888 dequantize_per_tensor_742" -> "1889 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/XNNPACKQuantizer/unet.dot b/tests/torch2/data/fx/XNNPACKQuantizer/unet.dot index 2fabb982848..29115539b56 100644 --- a/tests/torch2/data/fx/XNNPACKQuantizer/unet.dot +++ b/tests/torch2/data/fx/XNNPACKQuantizer/unet.dot @@ -41,195 +41,199 @@ strict digraph { "39 relu_1" [id=39, type=relu]; "40 quantize_per_tensor_6" [id=40, type="quantize_per_tensor"]; "41 dequantize_per_tensor_7" [id=41, type="dequantize_per_tensor"]; -"42 max_pool2d" [id=42, type="max_pool2d"]; -"43 quantize_per_tensor_8" [id=43, type="quantize_per_tensor"]; -"44 dequantize_per_tensor_9" [id=44, type="dequantize_per_tensor"]; -"45 _frozen_param2" [id=45, type="get_attr"]; -"46 dequantize_per_tensor_10" [id=46, type="dequantize_per_tensor"]; -"47 conv2d_2" [id=47, type=conv2d]; -"48 relu_2" [id=48, type=relu]; -"49 quantize_per_tensor_11" [id=49, type="quantize_per_tensor"]; -"50 dequantize_per_tensor_12" [id=50, type="dequantize_per_tensor"]; -"51 _frozen_param3" [id=51, type="get_attr"]; -"52 dequantize_per_tensor_13" [id=52, type="dequantize_per_tensor"]; -"53 conv2d_3" [id=53, type=conv2d]; -"54 relu_3" [id=54, type=relu]; -"55 quantize_per_tensor_14" [id=55, type="quantize_per_tensor"]; -"56 dequantize_per_tensor_15" [id=56, type="dequantize_per_tensor"]; -"57 max_pool2d_1" [id=57, type="max_pool2d"]; -"58 quantize_per_tensor_16" [id=58, type="quantize_per_tensor"]; -"59 dequantize_per_tensor_17" [id=59, type="dequantize_per_tensor"]; -"60 _frozen_param4" [id=60, type="get_attr"]; -"61 dequantize_per_tensor_18" [id=61, type="dequantize_per_tensor"]; -"62 conv2d_4" [id=62, type=conv2d]; -"63 relu_4" [id=63, type=relu]; -"64 quantize_per_tensor_19" [id=64, type="quantize_per_tensor"]; -"65 dequantize_per_tensor_20" [id=65, type="dequantize_per_tensor"]; -"66 _frozen_param5" [id=66, type="get_attr"]; -"67 dequantize_per_tensor_21" [id=67, type="dequantize_per_tensor"]; -"68 conv2d_5" [id=68, type=conv2d]; -"69 relu_5" [id=69, type=relu]; -"70 quantize_per_tensor_22" [id=70, type="quantize_per_tensor"]; -"71 dequantize_per_tensor_23" [id=71, type="dequantize_per_tensor"]; -"72 max_pool2d_2" [id=72, type="max_pool2d"]; -"73 quantize_per_tensor_24" [id=73, type="quantize_per_tensor"]; -"74 dequantize_per_tensor_25" [id=74, type="dequantize_per_tensor"]; -"75 _frozen_param6" [id=75, type="get_attr"]; -"76 dequantize_per_tensor_26" [id=76, type="dequantize_per_tensor"]; -"77 conv2d_6" [id=77, type=conv2d]; -"78 relu_6" [id=78, type=relu]; -"79 quantize_per_tensor_27" [id=79, type="quantize_per_tensor"]; -"80 dequantize_per_tensor_28" [id=80, type="dequantize_per_tensor"]; -"81 _frozen_param7" [id=81, type="get_attr"]; -"82 dequantize_per_tensor_29" [id=82, type="dequantize_per_tensor"]; -"83 conv2d_7" [id=83, type=conv2d]; -"84 relu_7" [id=84, type=relu]; -"85 quantize_per_tensor_30" [id=85, type="quantize_per_tensor"]; -"86 dequantize_per_tensor_31" [id=86, type="dequantize_per_tensor"]; -"87 max_pool2d_3" [id=87, type="max_pool2d"]; -"88 quantize_per_tensor_32" [id=88, type="quantize_per_tensor"]; -"89 dequantize_per_tensor_33" [id=89, type="dequantize_per_tensor"]; -"90 _frozen_param8" [id=90, type="get_attr"]; -"91 dequantize_per_tensor_34" [id=91, type="dequantize_per_tensor"]; -"92 conv2d_8" [id=92, type=conv2d]; -"93 relu_8" [id=93, type=relu]; -"94 quantize_per_tensor_35" [id=94, type="quantize_per_tensor"]; -"95 dequantize_per_tensor_36" [id=95, type="dequantize_per_tensor"]; -"96 _frozen_param9" [id=96, type="get_attr"]; -"97 dequantize_per_tensor_37" [id=97, type="dequantize_per_tensor"]; -"98 conv2d_9" [id=98, type=conv2d]; -"99 relu_9" [id=99, type=relu]; -"100 quantize_per_tensor_38" [id=100, type="quantize_per_tensor"]; -"101 dequantize_per_tensor_39" [id=101, type="dequantize_per_tensor"]; -"102 conv_transpose2d" [id=102, type="conv_transpose2d"]; -"103 quantize_per_tensor_40" [id=103, type="quantize_per_tensor"]; -"104 dequantize_per_tensor_41" [id=104, type="dequantize_per_tensor"]; -"105 slice_1" [id=105, type=slice]; -"106 slice_2" [id=106, type=slice]; -"107 slice_3" [id=107, type=slice]; -"108 slice_4" [id=108, type=slice]; -"109 quantize_per_tensor_42" [id=109, type="quantize_per_tensor"]; -"110 dequantize_per_tensor_43" [id=110, type="dequantize_per_tensor"]; -"111 cat" [id=111, type=cat]; -"112 quantize_per_tensor_44" [id=112, type="quantize_per_tensor"]; -"113 dequantize_per_tensor_45" [id=113, type="dequantize_per_tensor"]; -"114 _frozen_param10" [id=114, type="get_attr"]; -"115 dequantize_per_tensor_46" [id=115, type="dequantize_per_tensor"]; -"116 conv2d_10" [id=116, type=conv2d]; -"117 relu_10" [id=117, type=relu]; -"118 quantize_per_tensor_47" [id=118, type="quantize_per_tensor"]; -"119 dequantize_per_tensor_48" [id=119, type="dequantize_per_tensor"]; -"120 _frozen_param11" [id=120, type="get_attr"]; -"121 dequantize_per_tensor_49" [id=121, type="dequantize_per_tensor"]; -"122 conv2d_11" [id=122, type=conv2d]; -"123 relu_11" [id=123, type=relu]; -"124 quantize_per_tensor_50" [id=124, type="quantize_per_tensor"]; -"125 dequantize_per_tensor_51" [id=125, type="dequantize_per_tensor"]; -"126 conv_transpose2d_1" [id=126, type="conv_transpose2d"]; -"127 quantize_per_tensor_52" [id=127, type="quantize_per_tensor"]; -"128 dequantize_per_tensor_53" [id=128, type="dequantize_per_tensor"]; -"129 slice_5" [id=129, type=slice]; -"130 slice_6" [id=130, type=slice]; -"131 slice_7" [id=131, type=slice]; -"132 slice_8" [id=132, type=slice]; -"133 quantize_per_tensor_54" [id=133, type="quantize_per_tensor"]; -"134 dequantize_per_tensor_55" [id=134, type="dequantize_per_tensor"]; -"135 cat_1" [id=135, type=cat]; -"136 quantize_per_tensor_56" [id=136, type="quantize_per_tensor"]; -"137 dequantize_per_tensor_57" [id=137, type="dequantize_per_tensor"]; -"138 _frozen_param12" [id=138, type="get_attr"]; -"139 dequantize_per_tensor_58" [id=139, type="dequantize_per_tensor"]; -"140 conv2d_12" [id=140, type=conv2d]; -"141 relu_12" [id=141, type=relu]; -"142 quantize_per_tensor_59" [id=142, type="quantize_per_tensor"]; -"143 dequantize_per_tensor_60" [id=143, type="dequantize_per_tensor"]; -"144 _frozen_param13" [id=144, type="get_attr"]; -"145 dequantize_per_tensor_61" [id=145, type="dequantize_per_tensor"]; -"146 conv2d_13" [id=146, type=conv2d]; -"147 relu_13" [id=147, type=relu]; -"148 quantize_per_tensor_62" [id=148, type="quantize_per_tensor"]; -"149 dequantize_per_tensor_63" [id=149, type="dequantize_per_tensor"]; -"150 conv_transpose2d_2" [id=150, type="conv_transpose2d"]; -"151 quantize_per_tensor_64" [id=151, type="quantize_per_tensor"]; -"152 dequantize_per_tensor_65" [id=152, type="dequantize_per_tensor"]; -"153 slice_9" [id=153, type=slice]; -"154 slice_10" [id=154, type=slice]; -"155 slice_11" [id=155, type=slice]; -"156 slice_12" [id=156, type=slice]; -"157 quantize_per_tensor_66" [id=157, type="quantize_per_tensor"]; -"158 dequantize_per_tensor_67" [id=158, type="dequantize_per_tensor"]; -"159 cat_2" [id=159, type=cat]; -"160 quantize_per_tensor_68" [id=160, type="quantize_per_tensor"]; -"161 dequantize_per_tensor_69" [id=161, type="dequantize_per_tensor"]; -"162 _frozen_param14" [id=162, type="get_attr"]; -"163 dequantize_per_tensor_70" [id=163, type="dequantize_per_tensor"]; -"164 conv2d_14" [id=164, type=conv2d]; -"165 relu_14" [id=165, type=relu]; -"166 quantize_per_tensor_71" [id=166, type="quantize_per_tensor"]; -"167 dequantize_per_tensor_72" [id=167, type="dequantize_per_tensor"]; -"168 _frozen_param15" [id=168, type="get_attr"]; -"169 dequantize_per_tensor_73" [id=169, type="dequantize_per_tensor"]; -"170 conv2d_15" [id=170, type=conv2d]; -"171 relu_15" [id=171, type=relu]; -"172 quantize_per_tensor_74" [id=172, type="quantize_per_tensor"]; -"173 dequantize_per_tensor_75" [id=173, type="dequantize_per_tensor"]; -"174 conv_transpose2d_3" [id=174, type="conv_transpose2d"]; -"175 quantize_per_tensor_76" [id=175, type="quantize_per_tensor"]; -"176 dequantize_per_tensor_77" [id=176, type="dequantize_per_tensor"]; -"177 slice_13" [id=177, type=slice]; -"178 slice_14" [id=178, type=slice]; -"179 slice_15" [id=179, type=slice]; -"180 slice_16" [id=180, type=slice]; -"181 quantize_per_tensor_78" [id=181, type="quantize_per_tensor"]; -"182 dequantize_per_tensor_79" [id=182, type="dequantize_per_tensor"]; -"183 cat_3" [id=183, type=cat]; -"184 quantize_per_tensor_80" [id=184, type="quantize_per_tensor"]; -"185 dequantize_per_tensor_81" [id=185, type="dequantize_per_tensor"]; -"186 _frozen_param16" [id=186, type="get_attr"]; -"187 dequantize_per_tensor_82" [id=187, type="dequantize_per_tensor"]; -"188 conv2d_16" [id=188, type=conv2d]; -"189 relu_16" [id=189, type=relu]; -"190 quantize_per_tensor_83" [id=190, type="quantize_per_tensor"]; -"191 dequantize_per_tensor_84" [id=191, type="dequantize_per_tensor"]; -"192 _frozen_param17" [id=192, type="get_attr"]; -"193 dequantize_per_tensor_85" [id=193, type="dequantize_per_tensor"]; -"194 conv2d_17" [id=194, type=conv2d]; -"195 relu_17" [id=195, type=relu]; -"196 quantize_per_tensor_86" [id=196, type="quantize_per_tensor"]; -"197 dequantize_per_tensor_87" [id=197, type="dequantize_per_tensor"]; -"198 _frozen_param18" [id=198, type="get_attr"]; -"199 dequantize_per_tensor_88" [id=199, type="dequantize_per_tensor"]; -"200 conv2d_18" [id=200, type=conv2d]; -"201 quantize_per_tensor_89" [id=201, type="quantize_per_tensor"]; -"202 dequantize_per_tensor_90" [id=202, type="dequantize_per_tensor"]; -"203 output" [id=203, type=output]; +"42 dequantize_per_tensor_8" [id=42, type="dequantize_per_tensor"]; +"43 max_pool2d" [id=43, type="max_pool2d"]; +"44 quantize_per_tensor_9" [id=44, type="quantize_per_tensor"]; +"45 dequantize_per_tensor_10" [id=45, type="dequantize_per_tensor"]; +"46 _frozen_param2" [id=46, type="get_attr"]; +"47 dequantize_per_tensor_11" [id=47, type="dequantize_per_tensor"]; +"48 conv2d_2" [id=48, type=conv2d]; +"49 relu_2" [id=49, type=relu]; +"50 quantize_per_tensor_12" [id=50, type="quantize_per_tensor"]; +"51 dequantize_per_tensor_13" [id=51, type="dequantize_per_tensor"]; +"52 _frozen_param3" [id=52, type="get_attr"]; +"53 dequantize_per_tensor_14" [id=53, type="dequantize_per_tensor"]; +"54 conv2d_3" [id=54, type=conv2d]; +"55 relu_3" [id=55, type=relu]; +"56 quantize_per_tensor_15" [id=56, type="quantize_per_tensor"]; +"57 dequantize_per_tensor_16" [id=57, type="dequantize_per_tensor"]; +"58 dequantize_per_tensor_17" [id=58, type="dequantize_per_tensor"]; +"59 max_pool2d_1" [id=59, type="max_pool2d"]; +"60 quantize_per_tensor_18" [id=60, type="quantize_per_tensor"]; +"61 dequantize_per_tensor_19" [id=61, type="dequantize_per_tensor"]; +"62 _frozen_param4" [id=62, type="get_attr"]; +"63 dequantize_per_tensor_20" [id=63, type="dequantize_per_tensor"]; +"64 conv2d_4" [id=64, type=conv2d]; +"65 relu_4" [id=65, type=relu]; +"66 quantize_per_tensor_21" [id=66, type="quantize_per_tensor"]; +"67 dequantize_per_tensor_22" [id=67, type="dequantize_per_tensor"]; +"68 _frozen_param5" [id=68, type="get_attr"]; +"69 dequantize_per_tensor_23" [id=69, type="dequantize_per_tensor"]; +"70 conv2d_5" [id=70, type=conv2d]; +"71 relu_5" [id=71, type=relu]; +"72 quantize_per_tensor_24" [id=72, type="quantize_per_tensor"]; +"73 dequantize_per_tensor_25" [id=73, type="dequantize_per_tensor"]; +"74 dequantize_per_tensor_26" [id=74, type="dequantize_per_tensor"]; +"75 max_pool2d_2" [id=75, type="max_pool2d"]; +"76 quantize_per_tensor_27" [id=76, type="quantize_per_tensor"]; +"77 dequantize_per_tensor_28" [id=77, type="dequantize_per_tensor"]; +"78 _frozen_param6" [id=78, type="get_attr"]; +"79 dequantize_per_tensor_29" [id=79, type="dequantize_per_tensor"]; +"80 conv2d_6" [id=80, type=conv2d]; +"81 relu_6" [id=81, type=relu]; +"82 quantize_per_tensor_30" [id=82, type="quantize_per_tensor"]; +"83 dequantize_per_tensor_31" [id=83, type="dequantize_per_tensor"]; +"84 _frozen_param7" [id=84, type="get_attr"]; +"85 dequantize_per_tensor_32" [id=85, type="dequantize_per_tensor"]; +"86 conv2d_7" [id=86, type=conv2d]; +"87 relu_7" [id=87, type=relu]; +"88 quantize_per_tensor_33" [id=88, type="quantize_per_tensor"]; +"89 dequantize_per_tensor_34" [id=89, type="dequantize_per_tensor"]; +"90 dequantize_per_tensor_35" [id=90, type="dequantize_per_tensor"]; +"91 max_pool2d_3" [id=91, type="max_pool2d"]; +"92 quantize_per_tensor_36" [id=92, type="quantize_per_tensor"]; +"93 dequantize_per_tensor_37" [id=93, type="dequantize_per_tensor"]; +"94 _frozen_param8" [id=94, type="get_attr"]; +"95 dequantize_per_tensor_38" [id=95, type="dequantize_per_tensor"]; +"96 conv2d_8" [id=96, type=conv2d]; +"97 relu_8" [id=97, type=relu]; +"98 quantize_per_tensor_39" [id=98, type="quantize_per_tensor"]; +"99 dequantize_per_tensor_40" [id=99, type="dequantize_per_tensor"]; +"100 _frozen_param9" [id=100, type="get_attr"]; +"101 dequantize_per_tensor_41" [id=101, type="dequantize_per_tensor"]; +"102 conv2d_9" [id=102, type=conv2d]; +"103 relu_9" [id=103, type=relu]; +"104 quantize_per_tensor_42" [id=104, type="quantize_per_tensor"]; +"105 dequantize_per_tensor_43" [id=105, type="dequantize_per_tensor"]; +"106 conv_transpose2d" [id=106, type="conv_transpose2d"]; +"107 quantize_per_tensor_44" [id=107, type="quantize_per_tensor"]; +"108 dequantize_per_tensor_45" [id=108, type="dequantize_per_tensor"]; +"109 slice_1" [id=109, type=slice]; +"110 slice_2" [id=110, type=slice]; +"111 slice_3" [id=111, type=slice]; +"112 slice_4" [id=112, type=slice]; +"113 quantize_per_tensor_46" [id=113, type="quantize_per_tensor"]; +"114 dequantize_per_tensor_47" [id=114, type="dequantize_per_tensor"]; +"115 cat" [id=115, type=cat]; +"116 quantize_per_tensor_48" [id=116, type="quantize_per_tensor"]; +"117 dequantize_per_tensor_49" [id=117, type="dequantize_per_tensor"]; +"118 _frozen_param10" [id=118, type="get_attr"]; +"119 dequantize_per_tensor_50" [id=119, type="dequantize_per_tensor"]; +"120 conv2d_10" [id=120, type=conv2d]; +"121 relu_10" [id=121, type=relu]; +"122 quantize_per_tensor_51" [id=122, type="quantize_per_tensor"]; +"123 dequantize_per_tensor_52" [id=123, type="dequantize_per_tensor"]; +"124 _frozen_param11" [id=124, type="get_attr"]; +"125 dequantize_per_tensor_53" [id=125, type="dequantize_per_tensor"]; +"126 conv2d_11" [id=126, type=conv2d]; +"127 relu_11" [id=127, type=relu]; +"128 quantize_per_tensor_54" [id=128, type="quantize_per_tensor"]; +"129 dequantize_per_tensor_55" [id=129, type="dequantize_per_tensor"]; +"130 conv_transpose2d_1" [id=130, type="conv_transpose2d"]; +"131 quantize_per_tensor_56" [id=131, type="quantize_per_tensor"]; +"132 dequantize_per_tensor_57" [id=132, type="dequantize_per_tensor"]; +"133 slice_5" [id=133, type=slice]; +"134 slice_6" [id=134, type=slice]; +"135 slice_7" [id=135, type=slice]; +"136 slice_8" [id=136, type=slice]; +"137 quantize_per_tensor_58" [id=137, type="quantize_per_tensor"]; +"138 dequantize_per_tensor_59" [id=138, type="dequantize_per_tensor"]; +"139 cat_1" [id=139, type=cat]; +"140 quantize_per_tensor_60" [id=140, type="quantize_per_tensor"]; +"141 dequantize_per_tensor_61" [id=141, type="dequantize_per_tensor"]; +"142 _frozen_param12" [id=142, type="get_attr"]; +"143 dequantize_per_tensor_62" [id=143, type="dequantize_per_tensor"]; +"144 conv2d_12" [id=144, type=conv2d]; +"145 relu_12" [id=145, type=relu]; +"146 quantize_per_tensor_63" [id=146, type="quantize_per_tensor"]; +"147 dequantize_per_tensor_64" [id=147, type="dequantize_per_tensor"]; +"148 _frozen_param13" [id=148, type="get_attr"]; +"149 dequantize_per_tensor_65" [id=149, type="dequantize_per_tensor"]; +"150 conv2d_13" [id=150, type=conv2d]; +"151 relu_13" [id=151, type=relu]; +"152 quantize_per_tensor_66" [id=152, type="quantize_per_tensor"]; +"153 dequantize_per_tensor_67" [id=153, type="dequantize_per_tensor"]; +"154 conv_transpose2d_2" [id=154, type="conv_transpose2d"]; +"155 quantize_per_tensor_68" [id=155, type="quantize_per_tensor"]; +"156 dequantize_per_tensor_69" [id=156, type="dequantize_per_tensor"]; +"157 slice_9" [id=157, type=slice]; +"158 slice_10" [id=158, type=slice]; +"159 slice_11" [id=159, type=slice]; +"160 slice_12" [id=160, type=slice]; +"161 quantize_per_tensor_70" [id=161, type="quantize_per_tensor"]; +"162 dequantize_per_tensor_71" [id=162, type="dequantize_per_tensor"]; +"163 cat_2" [id=163, type=cat]; +"164 quantize_per_tensor_72" [id=164, type="quantize_per_tensor"]; +"165 dequantize_per_tensor_73" [id=165, type="dequantize_per_tensor"]; +"166 _frozen_param14" [id=166, type="get_attr"]; +"167 dequantize_per_tensor_74" [id=167, type="dequantize_per_tensor"]; +"168 conv2d_14" [id=168, type=conv2d]; +"169 relu_14" [id=169, type=relu]; +"170 quantize_per_tensor_75" [id=170, type="quantize_per_tensor"]; +"171 dequantize_per_tensor_76" [id=171, type="dequantize_per_tensor"]; +"172 _frozen_param15" [id=172, type="get_attr"]; +"173 dequantize_per_tensor_77" [id=173, type="dequantize_per_tensor"]; +"174 conv2d_15" [id=174, type=conv2d]; +"175 relu_15" [id=175, type=relu]; +"176 quantize_per_tensor_78" [id=176, type="quantize_per_tensor"]; +"177 dequantize_per_tensor_79" [id=177, type="dequantize_per_tensor"]; +"178 conv_transpose2d_3" [id=178, type="conv_transpose2d"]; +"179 quantize_per_tensor_80" [id=179, type="quantize_per_tensor"]; +"180 dequantize_per_tensor_81" [id=180, type="dequantize_per_tensor"]; +"181 slice_13" [id=181, type=slice]; +"182 slice_14" [id=182, type=slice]; +"183 slice_15" [id=183, type=slice]; +"184 slice_16" [id=184, type=slice]; +"185 quantize_per_tensor_82" [id=185, type="quantize_per_tensor"]; +"186 dequantize_per_tensor_83" [id=186, type="dequantize_per_tensor"]; +"187 cat_3" [id=187, type=cat]; +"188 quantize_per_tensor_84" [id=188, type="quantize_per_tensor"]; +"189 dequantize_per_tensor_85" [id=189, type="dequantize_per_tensor"]; +"190 _frozen_param16" [id=190, type="get_attr"]; +"191 dequantize_per_tensor_86" [id=191, type="dequantize_per_tensor"]; +"192 conv2d_16" [id=192, type=conv2d]; +"193 relu_16" [id=193, type=relu]; +"194 quantize_per_tensor_87" [id=194, type="quantize_per_tensor"]; +"195 dequantize_per_tensor_88" [id=195, type="dequantize_per_tensor"]; +"196 _frozen_param17" [id=196, type="get_attr"]; +"197 dequantize_per_tensor_89" [id=197, type="dequantize_per_tensor"]; +"198 conv2d_17" [id=198, type=conv2d]; +"199 relu_17" [id=199, type=relu]; +"200 quantize_per_tensor_90" [id=200, type="quantize_per_tensor"]; +"201 dequantize_per_tensor_91" [id=201, type="dequantize_per_tensor"]; +"202 _frozen_param18" [id=202, type="get_attr"]; +"203 dequantize_per_tensor_92" [id=203, type="dequantize_per_tensor"]; +"204 conv2d_18" [id=204, type=conv2d]; +"205 quantize_per_tensor_93" [id=205, type="quantize_per_tensor"]; +"206 dequantize_per_tensor_94" [id=206, type="dequantize_per_tensor"]; +"207 output" [id=207, type=output]; "0 down_path_0_block_0_bias" -> "32 conv2d" [style=solid, label="(64,)"]; "1 down_path_0_block_3_bias" -> "38 conv2d_1" [style=solid, label="(64,)"]; -"2 down_path_1_block_0_bias" -> "47 conv2d_2" [style=solid, label="(128,)"]; -"3 down_path_1_block_3_bias" -> "53 conv2d_3" [style=solid, label="(128,)"]; -"4 down_path_2_block_0_bias" -> "62 conv2d_4" [style=solid, label="(256,)"]; -"5 down_path_2_block_3_bias" -> "68 conv2d_5" [style=solid, label="(256,)"]; -"6 down_path_3_block_0_bias" -> "77 conv2d_6" [style=solid, label="(512,)"]; -"7 down_path_3_block_3_bias" -> "83 conv2d_7" [style=solid, label="(512,)"]; -"8 down_path_4_block_0_bias" -> "92 conv2d_8" [style=solid, label="(1024,)"]; -"9 down_path_4_block_3_bias" -> "98 conv2d_9" [style=solid, label="(1024,)"]; -"10 up_path_0_up_weight" -> "102 conv_transpose2d" [style=solid, label="(1024, 512, 2, 2)"]; -"11 up_path_0_up_bias" -> "102 conv_transpose2d" [style=solid, label="(512,)"]; -"12 up_path_0_conv_block_block_0_bias" -> "116 conv2d_10" [style=solid, label="(512,)"]; -"13 up_path_0_conv_block_block_3_bias" -> "122 conv2d_11" [style=solid, label="(512,)"]; -"14 up_path_1_up_weight" -> "126 conv_transpose2d_1" [style=solid, label="(512, 256, 2, 2)"]; -"15 up_path_1_up_bias" -> "126 conv_transpose2d_1" [style=solid, label="(256,)"]; -"16 up_path_1_conv_block_block_0_bias" -> "140 conv2d_12" [style=solid, label="(256,)"]; -"17 up_path_1_conv_block_block_3_bias" -> "146 conv2d_13" [style=solid, label="(256,)"]; -"18 up_path_2_up_weight" -> "150 conv_transpose2d_2" [style=solid, label="(256, 128, 2, 2)"]; -"19 up_path_2_up_bias" -> "150 conv_transpose2d_2" [style=solid, label="(128,)"]; -"20 up_path_2_conv_block_block_0_bias" -> "164 conv2d_14" [style=solid, label="(128,)"]; -"21 up_path_2_conv_block_block_3_bias" -> "170 conv2d_15" [style=solid, label="(128,)"]; -"22 up_path_3_up_weight" -> "174 conv_transpose2d_3" [style=solid, label="(128, 64, 2, 2)"]; -"23 up_path_3_up_bias" -> "174 conv_transpose2d_3" [style=solid, label="(64,)"]; -"24 up_path_3_conv_block_block_0_bias" -> "188 conv2d_16" [style=solid, label="(64,)"]; -"25 up_path_3_conv_block_block_3_bias" -> "194 conv2d_17" [style=solid, label="(64,)"]; -"26 last_bias" -> "200 conv2d_18" [style=solid, label="(12,)"]; +"2 down_path_1_block_0_bias" -> "48 conv2d_2" [style=solid, label="(128,)"]; +"3 down_path_1_block_3_bias" -> "54 conv2d_3" [style=solid, label="(128,)"]; +"4 down_path_2_block_0_bias" -> "64 conv2d_4" [style=solid, label="(256,)"]; +"5 down_path_2_block_3_bias" -> "70 conv2d_5" [style=solid, label="(256,)"]; +"6 down_path_3_block_0_bias" -> "80 conv2d_6" [style=solid, label="(512,)"]; +"7 down_path_3_block_3_bias" -> "86 conv2d_7" [style=solid, label="(512,)"]; +"8 down_path_4_block_0_bias" -> "96 conv2d_8" [style=solid, label="(1024,)"]; +"9 down_path_4_block_3_bias" -> "102 conv2d_9" [style=solid, label="(1024,)"]; +"10 up_path_0_up_weight" -> "106 conv_transpose2d" [style=solid, label="(1024, 512, 2, 2)"]; +"11 up_path_0_up_bias" -> "106 conv_transpose2d" [style=solid, label="(512,)"]; +"12 up_path_0_conv_block_block_0_bias" -> "120 conv2d_10" [style=solid, label="(512,)"]; +"13 up_path_0_conv_block_block_3_bias" -> "126 conv2d_11" [style=solid, label="(512,)"]; +"14 up_path_1_up_weight" -> "130 conv_transpose2d_1" [style=solid, label="(512, 256, 2, 2)"]; +"15 up_path_1_up_bias" -> "130 conv_transpose2d_1" [style=solid, label="(256,)"]; +"16 up_path_1_conv_block_block_0_bias" -> "144 conv2d_12" [style=solid, label="(256,)"]; +"17 up_path_1_conv_block_block_3_bias" -> "150 conv2d_13" [style=solid, label="(256,)"]; +"18 up_path_2_up_weight" -> "154 conv_transpose2d_2" [style=solid, label="(256, 128, 2, 2)"]; +"19 up_path_2_up_bias" -> "154 conv_transpose2d_2" [style=solid, label="(128,)"]; +"20 up_path_2_conv_block_block_0_bias" -> "168 conv2d_14" [style=solid, label="(128,)"]; +"21 up_path_2_conv_block_block_3_bias" -> "174 conv2d_15" [style=solid, label="(128,)"]; +"22 up_path_3_up_weight" -> "178 conv_transpose2d_3" [style=solid, label="(128, 64, 2, 2)"]; +"23 up_path_3_up_bias" -> "178 conv_transpose2d_3" [style=solid, label="(64,)"]; +"24 up_path_3_conv_block_block_0_bias" -> "192 conv2d_16" [style=solid, label="(64,)"]; +"25 up_path_3_conv_block_block_3_bias" -> "198 conv2d_17" [style=solid, label="(64,)"]; +"26 last_bias" -> "204 conv2d_18" [style=solid, label="(12,)"]; "27 x" -> "28 quantize_per_tensor_0" [style=solid, label="(1, 3, 224, 224)"]; "28 quantize_per_tensor_0" -> "29 dequantize_per_tensor_1" [style=solid, label="(1, 3, 224, 224)"]; "29 dequantize_per_tensor_1" -> "32 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -244,170 +248,174 @@ strict digraph { "38 conv2d_1" -> "39 relu_1" [style=solid, label="(1, 64, 220, 220)"]; "39 relu_1" -> "40 quantize_per_tensor_6" [style=solid, label="(1, 64, 220, 220)"]; "40 quantize_per_tensor_6" -> "41 dequantize_per_tensor_7" [style=solid, label="(1, 64, 220, 220)"]; -"41 dequantize_per_tensor_7" -> "42 max_pool2d" [style=solid, label="(1, 64, 220, 220)"]; -"41 dequantize_per_tensor_7" -> "177 slice_13" [style=solid, label="(1, 64, 220, 220)"]; -"42 max_pool2d" -> "43 quantize_per_tensor_8" [style=solid, label="(1, 64, 110, 110)"]; -"43 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slice_2" -> "107 slice_3" [style=solid, label="(1, 512, 20, 20)"]; -"107 slice_3" -> "108 slice_4" [style=solid, label="(1, 512, 12, 20)"]; -"108 slice_4" -> "109 quantize_per_tensor_42" [style=solid, label="(1, 512, 12, 12)"]; -"109 quantize_per_tensor_42" -> "110 dequantize_per_tensor_43" [style=solid, label="(1, 512, 12, 12)"]; -"110 dequantize_per_tensor_43" -> "111 cat" [style=solid, label="(1, 512, 12, 12)"]; -"111 cat" -> "112 quantize_per_tensor_44" [style=solid, label="(1, 1024, 12, 12)"]; -"112 quantize_per_tensor_44" -> "113 dequantize_per_tensor_45" [style=solid, label="(1, 1024, 12, 12)"]; -"113 dequantize_per_tensor_45" -> "116 conv2d_10" [style=solid, label="(1, 1024, 12, 12)"]; -"114 _frozen_param10" -> "115 dequantize_per_tensor_46" [style=solid, label="(512, 1024, 3, 3)"]; -"115 dequantize_per_tensor_46" -> "116 conv2d_10" [style=solid, label="(512, 1024, 3, 3)"]; -"116 conv2d_10" -> "117 relu_10" [style=solid, label="(1, 512, 10, 10)"]; -"117 relu_10" -> "118 quantize_per_tensor_47" [style=solid, label="(1, 512, 10, 10)"]; -"118 quantize_per_tensor_47" -> "119 dequantize_per_tensor_48" [style=solid, label="(1, 512, 10, 10)"]; -"119 dequantize_per_tensor_48" -> "122 conv2d_11" [style=solid, label="(1, 512, 10, 10)"]; -"120 _frozen_param11" -> "121 dequantize_per_tensor_49" [style=solid, label="(512, 512, 3, 3)"]; -"121 dequantize_per_tensor_49" -> "122 conv2d_11" [style=solid, label="(512, 512, 3, 3)"]; -"122 conv2d_11" -> "123 relu_11" [style=solid, label="(1, 512, 8, 8)"]; -"123 relu_11" -> "124 quantize_per_tensor_50" [style=solid, label="(1, 512, 8, 8)"]; -"124 quantize_per_tensor_50" -> "125 dequantize_per_tensor_51" [style=solid, label="(1, 512, 8, 8)"]; -"125 dequantize_per_tensor_51" -> "126 conv_transpose2d_1" [style=solid, label="(1, 512, 8, 8)"]; -"126 conv_transpose2d_1" -> "127 quantize_per_tensor_52" [style=solid, label="(1, 256, 16, 16)"]; -"127 quantize_per_tensor_52" -> "128 dequantize_per_tensor_53" [style=solid, label="(1, 256, 16, 16)"]; -"128 dequantize_per_tensor_53" -> "135 cat_1" [style=solid, label="(1, 256, 16, 16)"]; -"129 slice_5" -> "130 slice_6" [style=solid, label="(1, 256, 49, 49)"]; -"130 slice_6" -> "131 slice_7" [style=solid, label="(1, 256, 49, 49)"]; -"131 slice_7" -> "132 slice_8" [style=solid, label="(1, 256, 16, 49)"]; -"132 slice_8" -> "133 quantize_per_tensor_54" [style=solid, label="(1, 256, 16, 16)"]; -"133 quantize_per_tensor_54" -> "134 dequantize_per_tensor_55" [style=solid, label="(1, 256, 16, 16)"]; -"134 dequantize_per_tensor_55" -> "135 cat_1" [style=solid, label="(1, 256, 16, 16)"]; -"135 cat_1" -> "136 quantize_per_tensor_56" [style=solid, label="(1, 512, 16, 16)"]; -"136 quantize_per_tensor_56" -> "137 dequantize_per_tensor_57" [style=solid, label="(1, 512, 16, 16)"]; -"137 dequantize_per_tensor_57" -> "140 conv2d_12" [style=solid, label="(1, 512, 16, 16)"]; -"138 _frozen_param12" -> "139 dequantize_per_tensor_58" [style=solid, label="(256, 512, 3, 3)"]; -"139 dequantize_per_tensor_58" -> "140 conv2d_12" [style=solid, label="(256, 512, 3, 3)"]; -"140 conv2d_12" -> "141 relu_12" [style=solid, label="(1, 256, 14, 14)"]; -"141 relu_12" -> "142 quantize_per_tensor_59" [style=solid, label="(1, 256, 14, 14)"]; -"142 quantize_per_tensor_59" -> "143 dequantize_per_tensor_60" [style=solid, label="(1, 256, 14, 14)"]; -"143 dequantize_per_tensor_60" -> "146 conv2d_13" [style=solid, label="(1, 256, 14, 14)"]; -"144 _frozen_param13" -> "145 dequantize_per_tensor_61" [style=solid, label="(256, 256, 3, 3)"]; -"145 dequantize_per_tensor_61" -> "146 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; -"146 conv2d_13" -> "147 relu_13" [style=solid, label="(1, 256, 12, 12)"]; -"147 relu_13" -> "148 quantize_per_tensor_62" [style=solid, label="(1, 256, 12, 12)"]; -"148 quantize_per_tensor_62" -> "149 dequantize_per_tensor_63" [style=solid, label="(1, 256, 12, 12)"]; -"149 dequantize_per_tensor_63" -> "150 conv_transpose2d_2" [style=solid, label="(1, 256, 12, 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3)"]; -"194 conv2d_17" -> "195 relu_17" [style=solid, label="(1, 64, 36, 36)"]; -"195 relu_17" -> "196 quantize_per_tensor_86" [style=solid, label="(1, 64, 36, 36)"]; -"196 quantize_per_tensor_86" -> "197 dequantize_per_tensor_87" [style=solid, label="(1, 64, 36, 36)"]; -"197 dequantize_per_tensor_87" -> "200 conv2d_18" [style=solid, label="(1, 64, 36, 36)"]; -"198 _frozen_param18" -> "199 dequantize_per_tensor_88" [style=solid, label="(12, 64, 1, 1)"]; -"199 dequantize_per_tensor_88" -> "200 conv2d_18" [style=solid, label="(12, 64, 1, 1)"]; -"200 conv2d_18" -> "201 quantize_per_tensor_89" [style=solid, label="(1, 12, 36, 36)"]; -"201 quantize_per_tensor_89" -> "202 dequantize_per_tensor_90" [style=solid, label="(1, 12, 36, 36)"]; -"202 dequantize_per_tensor_90" -> "203 output" [style=solid, label="(1, 12, 36, 36)"]; +"40 quantize_per_tensor_6" -> "42 dequantize_per_tensor_8" [style=solid, label="(1, 64, 220, 220)"]; +"41 dequantize_per_tensor_7" -> "181 slice_13" [style=solid, label="(1, 64, 220, 220)"]; +"42 dequantize_per_tensor_8" -> "43 max_pool2d" [style=solid, label="(1, 64, 220, 220)"]; +"43 max_pool2d" -> "44 quantize_per_tensor_9" [style=solid, label="(1, 64, 110, 110)"]; +"44 quantize_per_tensor_9" -> "45 dequantize_per_tensor_10" [style=solid, label="(1, 64, 110, 110)"]; +"45 dequantize_per_tensor_10" -> "48 conv2d_2" [style=solid, label="(1, 64, 110, 110)"]; +"46 _frozen_param2" -> "47 dequantize_per_tensor_11" [style=solid, label="(128, 64, 3, 3)"]; +"47 dequantize_per_tensor_11" -> "48 conv2d_2" [style=solid, label="(128, 64, 3, 3)"]; +"48 conv2d_2" -> "49 relu_2" [style=solid, label="(1, 128, 108, 108)"]; +"49 relu_2" -> "50 quantize_per_tensor_12" [style=solid, label="(1, 128, 108, 108)"]; +"50 quantize_per_tensor_12" -> "51 dequantize_per_tensor_13" [style=solid, label="(1, 128, 108, 108)"]; +"51 dequantize_per_tensor_13" -> "54 conv2d_3" [style=solid, label="(1, 128, 108, 108)"]; +"52 _frozen_param3" -> "53 dequantize_per_tensor_14" [style=solid, label="(128, 128, 3, 3)"]; +"53 dequantize_per_tensor_14" -> "54 conv2d_3" [style=solid, label="(128, 128, 3, 3)"]; +"54 conv2d_3" -> "55 relu_3" [style=solid, label="(1, 128, 106, 106)"]; +"55 relu_3" -> "56 quantize_per_tensor_15" [style=solid, label="(1, 128, 106, 106)"]; +"56 quantize_per_tensor_15" -> "57 dequantize_per_tensor_16" [style=solid, label="(1, 128, 106, 106)"]; +"56 quantize_per_tensor_15" -> "58 dequantize_per_tensor_17" [style=solid, label="(1, 128, 106, 106)"]; +"57 dequantize_per_tensor_16" -> "157 slice_9" [style=solid, label="(1, 128, 106, 106)"]; +"58 dequantize_per_tensor_17" -> "59 max_pool2d_1" [style=solid, label="(1, 128, 106, 106)"]; +"59 max_pool2d_1" -> "60 quantize_per_tensor_18" [style=solid, label="(1, 128, 53, 53)"]; +"60 quantize_per_tensor_18" -> "61 dequantize_per_tensor_19" [style=solid, label="(1, 128, 53, 53)"]; +"61 dequantize_per_tensor_19" -> "64 conv2d_4" [style=solid, label="(1, 128, 53, 53)"]; +"62 _frozen_param4" -> "63 dequantize_per_tensor_20" [style=solid, label="(256, 128, 3, 3)"]; +"63 dequantize_per_tensor_20" -> "64 conv2d_4" [style=solid, label="(256, 128, 3, 3)"]; +"64 conv2d_4" -> "65 relu_4" [style=solid, label="(1, 256, 51, 51)"]; +"65 relu_4" -> "66 quantize_per_tensor_21" [style=solid, label="(1, 256, 51, 51)"]; +"66 quantize_per_tensor_21" -> "67 dequantize_per_tensor_22" [style=solid, label="(1, 256, 51, 51)"]; +"67 dequantize_per_tensor_22" -> "70 conv2d_5" [style=solid, label="(1, 256, 51, 51)"]; +"68 _frozen_param5" -> "69 dequantize_per_tensor_23" [style=solid, label="(256, 256, 3, 3)"]; +"69 dequantize_per_tensor_23" -> "70 conv2d_5" [style=solid, label="(256, 256, 3, 3)"]; +"70 conv2d_5" -> "71 relu_5" [style=solid, label="(1, 256, 49, 49)"]; +"71 relu_5" -> "72 quantize_per_tensor_24" [style=solid, label="(1, 256, 49, 49)"]; +"72 quantize_per_tensor_24" -> "73 dequantize_per_tensor_25" [style=solid, label="(1, 256, 49, 49)"]; +"72 quantize_per_tensor_24" -> "74 dequantize_per_tensor_26" [style=solid, label="(1, 256, 49, 49)"]; +"73 dequantize_per_tensor_25" -> "133 slice_5" [style=solid, label="(1, 256, 49, 49)"]; +"74 dequantize_per_tensor_26" -> "75 max_pool2d_2" [style=solid, label="(1, 256, 49, 49)"]; +"75 max_pool2d_2" -> "76 quantize_per_tensor_27" [style=solid, label="(1, 256, 24, 24)"]; +"76 quantize_per_tensor_27" -> "77 dequantize_per_tensor_28" [style=solid, label="(1, 256, 24, 24)"]; +"77 dequantize_per_tensor_28" -> "80 conv2d_6" [style=solid, label="(1, 256, 24, 24)"]; +"78 _frozen_param6" -> "79 dequantize_per_tensor_29" [style=solid, label="(512, 256, 3, 3)"]; +"79 dequantize_per_tensor_29" -> "80 conv2d_6" [style=solid, label="(512, 256, 3, 3)"]; +"80 conv2d_6" -> "81 relu_6" [style=solid, label="(1, 512, 22, 22)"]; +"81 relu_6" -> "82 quantize_per_tensor_30" [style=solid, label="(1, 512, 22, 22)"]; +"82 quantize_per_tensor_30" -> "83 dequantize_per_tensor_31" [style=solid, label="(1, 512, 22, 22)"]; +"83 dequantize_per_tensor_31" -> "86 conv2d_7" [style=solid, label="(1, 512, 22, 22)"]; +"84 _frozen_param7" -> "85 dequantize_per_tensor_32" [style=solid, label="(512, 512, 3, 3)"]; +"85 dequantize_per_tensor_32" -> "86 conv2d_7" [style=solid, label="(512, 512, 3, 3)"]; +"86 conv2d_7" -> "87 relu_7" [style=solid, label="(1, 512, 20, 20)"]; +"87 relu_7" -> "88 quantize_per_tensor_33" [style=solid, label="(1, 512, 20, 20)"]; +"88 quantize_per_tensor_33" -> "89 dequantize_per_tensor_34" [style=solid, label="(1, 512, 20, 20)"]; +"88 quantize_per_tensor_33" -> "90 dequantize_per_tensor_35" [style=solid, label="(1, 512, 20, 20)"]; +"89 dequantize_per_tensor_34" -> "109 slice_1" [style=solid, label="(1, 512, 20, 20)"]; +"90 dequantize_per_tensor_35" -> "91 max_pool2d_3" [style=solid, label="(1, 512, 20, 20)"]; +"91 max_pool2d_3" -> "92 quantize_per_tensor_36" [style=solid, label="(1, 512, 10, 10)"]; +"92 quantize_per_tensor_36" -> "93 dequantize_per_tensor_37" [style=solid, label="(1, 512, 10, 10)"]; +"93 dequantize_per_tensor_37" -> "96 conv2d_8" [style=solid, label="(1, 512, 10, 10)"]; +"94 _frozen_param8" -> "95 dequantize_per_tensor_38" [style=solid, label="(1024, 512, 3, 3)"]; +"95 dequantize_per_tensor_38" -> "96 conv2d_8" [style=solid, label="(1024, 512, 3, 3)"]; +"96 conv2d_8" -> "97 relu_8" [style=solid, label="(1, 1024, 8, 8)"]; +"97 relu_8" -> "98 quantize_per_tensor_39" [style=solid, label="(1, 1024, 8, 8)"]; +"98 quantize_per_tensor_39" -> "99 dequantize_per_tensor_40" [style=solid, label="(1, 1024, 8, 8)"]; +"99 dequantize_per_tensor_40" -> "102 conv2d_9" [style=solid, label="(1, 1024, 8, 8)"]; +"100 _frozen_param9" -> "101 dequantize_per_tensor_41" [style=solid, label="(1024, 1024, 3, 3)"]; +"101 dequantize_per_tensor_41" -> "102 conv2d_9" [style=solid, label="(1024, 1024, 3, 3)"]; +"102 conv2d_9" -> "103 relu_9" [style=solid, label="(1, 1024, 6, 6)"]; +"103 relu_9" -> "104 quantize_per_tensor_42" [style=solid, label="(1, 1024, 6, 6)"]; +"104 quantize_per_tensor_42" -> "105 dequantize_per_tensor_43" [style=solid, label="(1, 1024, 6, 6)"]; +"105 dequantize_per_tensor_43" -> "106 conv_transpose2d" [style=solid, label="(1, 1024, 6, 6)"]; +"106 conv_transpose2d" -> "107 quantize_per_tensor_44" [style=solid, label="(1, 512, 12, 12)"]; +"107 quantize_per_tensor_44" -> "108 dequantize_per_tensor_45" [style=solid, label="(1, 512, 12, 12)"]; +"108 dequantize_per_tensor_45" -> "115 cat" [style=solid, label="(1, 512, 12, 12)"]; +"109 slice_1" -> "110 slice_2" [style=solid, label="(1, 512, 20, 20)"]; +"110 slice_2" -> "111 slice_3" [style=solid, label="(1, 512, 20, 20)"]; +"111 slice_3" -> "112 slice_4" [style=solid, label="(1, 512, 12, 20)"]; +"112 slice_4" -> "113 quantize_per_tensor_46" [style=solid, label="(1, 512, 12, 12)"]; +"113 quantize_per_tensor_46" -> "114 dequantize_per_tensor_47" [style=solid, label="(1, 512, 12, 12)"]; +"114 dequantize_per_tensor_47" -> "115 cat" [style=solid, label="(1, 512, 12, 12)"]; +"115 cat" -> "116 quantize_per_tensor_48" [style=solid, label="(1, 1024, 12, 12)"]; +"116 quantize_per_tensor_48" -> "117 dequantize_per_tensor_49" [style=solid, label="(1, 1024, 12, 12)"]; +"117 dequantize_per_tensor_49" -> "120 conv2d_10" [style=solid, label="(1, 1024, 12, 12)"]; +"118 _frozen_param10" -> "119 dequantize_per_tensor_50" [style=solid, label="(512, 1024, 3, 3)"]; +"119 dequantize_per_tensor_50" -> "120 conv2d_10" [style=solid, label="(512, 1024, 3, 3)"]; +"120 conv2d_10" -> "121 relu_10" [style=solid, label="(1, 512, 10, 10)"]; +"121 relu_10" -> "122 quantize_per_tensor_51" [style=solid, label="(1, 512, 10, 10)"]; +"122 quantize_per_tensor_51" -> "123 dequantize_per_tensor_52" [style=solid, label="(1, 512, 10, 10)"]; +"123 dequantize_per_tensor_52" -> "126 conv2d_11" [style=solid, label="(1, 512, 10, 10)"]; +"124 _frozen_param11" -> "125 dequantize_per_tensor_53" [style=solid, label="(512, 512, 3, 3)"]; +"125 dequantize_per_tensor_53" -> "126 conv2d_11" [style=solid, label="(512, 512, 3, 3)"]; +"126 conv2d_11" -> "127 relu_11" [style=solid, label="(1, 512, 8, 8)"]; +"127 relu_11" -> "128 quantize_per_tensor_54" [style=solid, label="(1, 512, 8, 8)"]; +"128 quantize_per_tensor_54" -> "129 dequantize_per_tensor_55" [style=solid, label="(1, 512, 8, 8)"]; +"129 dequantize_per_tensor_55" -> "130 conv_transpose2d_1" [style=solid, label="(1, 512, 8, 8)"]; +"130 conv_transpose2d_1" -> "131 quantize_per_tensor_56" [style=solid, label="(1, 256, 16, 16)"]; +"131 quantize_per_tensor_56" -> "132 dequantize_per_tensor_57" [style=solid, label="(1, 256, 16, 16)"]; +"132 dequantize_per_tensor_57" -> "139 cat_1" [style=solid, label="(1, 256, 16, 16)"]; +"133 slice_5" -> "134 slice_6" [style=solid, label="(1, 256, 49, 49)"]; +"134 slice_6" -> "135 slice_7" [style=solid, label="(1, 256, 49, 49)"]; +"135 slice_7" -> "136 slice_8" [style=solid, label="(1, 256, 16, 49)"]; +"136 slice_8" -> "137 quantize_per_tensor_58" [style=solid, label="(1, 256, 16, 16)"]; +"137 quantize_per_tensor_58" -> "138 dequantize_per_tensor_59" [style=solid, label="(1, 256, 16, 16)"]; +"138 dequantize_per_tensor_59" -> "139 cat_1" [style=solid, label="(1, 256, 16, 16)"]; +"139 cat_1" -> "140 quantize_per_tensor_60" [style=solid, label="(1, 512, 16, 16)"]; +"140 quantize_per_tensor_60" -> "141 dequantize_per_tensor_61" [style=solid, label="(1, 512, 16, 16)"]; +"141 dequantize_per_tensor_61" -> "144 conv2d_12" [style=solid, label="(1, 512, 16, 16)"]; +"142 _frozen_param12" -> "143 dequantize_per_tensor_62" [style=solid, label="(256, 512, 3, 3)"]; +"143 dequantize_per_tensor_62" -> "144 conv2d_12" [style=solid, label="(256, 512, 3, 3)"]; +"144 conv2d_12" -> "145 relu_12" [style=solid, label="(1, 256, 14, 14)"]; +"145 relu_12" -> "146 quantize_per_tensor_63" [style=solid, label="(1, 256, 14, 14)"]; +"146 quantize_per_tensor_63" -> "147 dequantize_per_tensor_64" [style=solid, label="(1, 256, 14, 14)"]; +"147 dequantize_per_tensor_64" -> "150 conv2d_13" [style=solid, label="(1, 256, 14, 14)"]; +"148 _frozen_param13" -> "149 dequantize_per_tensor_65" [style=solid, label="(256, 256, 3, 3)"]; +"149 dequantize_per_tensor_65" -> "150 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; +"150 conv2d_13" -> "151 relu_13" [style=solid, label="(1, 256, 12, 12)"]; +"151 relu_13" -> "152 quantize_per_tensor_66" [style=solid, label="(1, 256, 12, 12)"]; +"152 quantize_per_tensor_66" -> "153 dequantize_per_tensor_67" [style=solid, label="(1, 256, 12, 12)"]; +"153 dequantize_per_tensor_67" -> "154 conv_transpose2d_2" [style=solid, label="(1, 256, 12, 12)"]; +"154 conv_transpose2d_2" -> "155 quantize_per_tensor_68" [style=solid, label="(1, 128, 24, 24)"]; +"155 quantize_per_tensor_68" -> "156 dequantize_per_tensor_69" [style=solid, label="(1, 128, 24, 24)"]; +"156 dequantize_per_tensor_69" -> "163 cat_2" [style=solid, label="(1, 128, 24, 24)"]; +"157 slice_9" -> "158 slice_10" [style=solid, label="(1, 128, 106, 106)"]; +"158 slice_10" -> "159 slice_11" [style=solid, label="(1, 128, 106, 106)"]; +"159 slice_11" -> "160 slice_12" [style=solid, label="(1, 128, 24, 106)"]; +"160 slice_12" -> "161 quantize_per_tensor_70" [style=solid, label="(1, 128, 24, 24)"]; +"161 quantize_per_tensor_70" -> "162 dequantize_per_tensor_71" [style=solid, label="(1, 128, 24, 24)"]; +"162 dequantize_per_tensor_71" -> "163 cat_2" [style=solid, label="(1, 128, 24, 24)"]; +"163 cat_2" -> "164 quantize_per_tensor_72" [style=solid, label="(1, 256, 24, 24)"]; +"164 quantize_per_tensor_72" -> "165 dequantize_per_tensor_73" [style=solid, label="(1, 256, 24, 24)"]; +"165 dequantize_per_tensor_73" -> "168 conv2d_14" [style=solid, label="(1, 256, 24, 24)"]; +"166 _frozen_param14" -> "167 dequantize_per_tensor_74" [style=solid, label="(128, 256, 3, 3)"]; +"167 dequantize_per_tensor_74" -> "168 conv2d_14" [style=solid, label="(128, 256, 3, 3)"]; +"168 conv2d_14" -> "169 relu_14" [style=solid, label="(1, 128, 22, 22)"]; +"169 relu_14" -> "170 quantize_per_tensor_75" [style=solid, label="(1, 128, 22, 22)"]; +"170 quantize_per_tensor_75" -> "171 dequantize_per_tensor_76" [style=solid, label="(1, 128, 22, 22)"]; +"171 dequantize_per_tensor_76" -> "174 conv2d_15" [style=solid, label="(1, 128, 22, 22)"]; +"172 _frozen_param15" -> "173 dequantize_per_tensor_77" [style=solid, label="(128, 128, 3, 3)"]; +"173 dequantize_per_tensor_77" -> "174 conv2d_15" [style=solid, label="(128, 128, 3, 3)"]; +"174 conv2d_15" -> "175 relu_15" [style=solid, label="(1, 128, 20, 20)"]; +"175 relu_15" -> "176 quantize_per_tensor_78" [style=solid, label="(1, 128, 20, 20)"]; +"176 quantize_per_tensor_78" -> "177 dequantize_per_tensor_79" [style=solid, label="(1, 128, 20, 20)"]; +"177 dequantize_per_tensor_79" -> "178 conv_transpose2d_3" [style=solid, label="(1, 128, 20, 20)"]; +"178 conv_transpose2d_3" -> "179 quantize_per_tensor_80" [style=solid, label="(1, 64, 40, 40)"]; +"179 quantize_per_tensor_80" -> "180 dequantize_per_tensor_81" [style=solid, label="(1, 64, 40, 40)"]; +"180 dequantize_per_tensor_81" -> "187 cat_3" [style=solid, label="(1, 64, 40, 40)"]; +"181 slice_13" -> "182 slice_14" [style=solid, label="(1, 64, 220, 220)"]; +"182 slice_14" -> "183 slice_15" [style=solid, label="(1, 64, 220, 220)"]; +"183 slice_15" -> "184 slice_16" [style=solid, label="(1, 64, 40, 220)"]; +"184 slice_16" -> "185 quantize_per_tensor_82" [style=solid, label="(1, 64, 40, 40)"]; +"185 quantize_per_tensor_82" -> "186 dequantize_per_tensor_83" [style=solid, label="(1, 64, 40, 40)"]; +"186 dequantize_per_tensor_83" -> "187 cat_3" [style=solid, label="(1, 64, 40, 40)"]; +"187 cat_3" -> "188 quantize_per_tensor_84" [style=solid, label="(1, 128, 40, 40)"]; +"188 quantize_per_tensor_84" -> "189 dequantize_per_tensor_85" [style=solid, label="(1, 128, 40, 40)"]; +"189 dequantize_per_tensor_85" -> "192 conv2d_16" [style=solid, label="(1, 128, 40, 40)"]; +"190 _frozen_param16" -> "191 dequantize_per_tensor_86" [style=solid, label="(64, 128, 3, 3)"]; +"191 dequantize_per_tensor_86" -> "192 conv2d_16" [style=solid, label="(64, 128, 3, 3)"]; +"192 conv2d_16" -> "193 relu_16" [style=solid, label="(1, 64, 38, 38)"]; +"193 relu_16" -> "194 quantize_per_tensor_87" [style=solid, label="(1, 64, 38, 38)"]; +"194 quantize_per_tensor_87" -> "195 dequantize_per_tensor_88" [style=solid, label="(1, 64, 38, 38)"]; +"195 dequantize_per_tensor_88" -> "198 conv2d_17" [style=solid, label="(1, 64, 38, 38)"]; +"196 _frozen_param17" -> "197 dequantize_per_tensor_89" [style=solid, label="(64, 64, 3, 3)"]; +"197 dequantize_per_tensor_89" -> "198 conv2d_17" [style=solid, label="(64, 64, 3, 3)"]; +"198 conv2d_17" -> "199 relu_17" [style=solid, label="(1, 64, 36, 36)"]; +"199 relu_17" -> "200 quantize_per_tensor_90" [style=solid, label="(1, 64, 36, 36)"]; +"200 quantize_per_tensor_90" -> "201 dequantize_per_tensor_91" [style=solid, label="(1, 64, 36, 36)"]; +"201 dequantize_per_tensor_91" -> "204 conv2d_18" [style=solid, label="(1, 64, 36, 36)"]; +"202 _frozen_param18" -> "203 dequantize_per_tensor_92" [style=solid, label="(12, 64, 1, 1)"]; +"203 dequantize_per_tensor_92" -> "204 conv2d_18" [style=solid, label="(12, 64, 1, 1)"]; +"204 conv2d_18" -> "205 quantize_per_tensor_93" [style=solid, label="(1, 12, 36, 36)"]; +"205 quantize_per_tensor_93" -> "206 dequantize_per_tensor_94" [style=solid, label="(1, 12, 36, 36)"]; +"206 dequantize_per_tensor_94" -> "207 output" [style=solid, label="(1, 12, 36, 36)"]; } diff --git a/tests/torch2/data/fx/XNNPACKQuantizer/vit_b_16.dot b/tests/torch2/data/fx/XNNPACKQuantizer/vit_b_16.dot index 30a3aba61bf..9afd165b7e7 100644 --- a/tests/torch2/data/fx/XNNPACKQuantizer/vit_b_16.dot +++ b/tests/torch2/data/fx/XNNPACKQuantizer/vit_b_16.dot @@ -172,846 +172,869 @@ strict digraph { "170 add_1" [id=170, type=add]; "171 quantize_per_tensor_29" [id=171, type="quantize_per_tensor"]; "172 dequantize_per_tensor_30" [id=172, type="dequantize_per_tensor"]; -"173 layer_norm_1" [id=173, type="layer_norm"]; -"174 layer_norm_1_0_0_nncf_smooth_quant_0" [id=174, type="call_module"]; -"175 quantize_per_tensor_31" [id=175, type="quantize_per_tensor"]; -"176 dequantize_per_tensor_32" [id=176, type="dequantize_per_tensor"]; -"177 _frozen_param5" [id=177, type="get_attr"]; -"178 dequantize_per_tensor_33" [id=178, type="dequantize_per_tensor"]; -"179 linear_2" [id=179, type=linear]; -"180 quantize_per_tensor_34" [id=180, type="quantize_per_tensor"]; -"181 dequantize_per_tensor_35" [id=181, type="dequantize_per_tensor"]; -"182 gelu" [id=182, type=gelu]; -"183 dropout_2" [id=183, type=dropout]; -"184 dropout_2_0_0_nncf_smooth_quant_0" [id=184, type="call_module"]; -"185 quantize_per_tensor_36" [id=185, type="quantize_per_tensor"]; -"186 dequantize_per_tensor_37" [id=186, type="dequantize_per_tensor"]; -"187 _frozen_param6" [id=187, type="get_attr"]; -"188 dequantize_per_tensor_38" [id=188, type="dequantize_per_tensor"]; -"189 linear_3" [id=189, type=linear]; -"190 quantize_per_tensor_39" [id=190, type="quantize_per_tensor"]; -"191 dequantize_per_tensor_40" [id=191, type="dequantize_per_tensor"]; -"192 dropout_3" [id=192, type=dropout]; -"193 quantize_per_tensor_41" [id=193, type="quantize_per_tensor"]; -"194 dequantize_per_tensor_42" [id=194, type="dequantize_per_tensor"]; -"195 add_2" [id=195, type=add]; -"196 quantize_per_tensor_43" [id=196, type="quantize_per_tensor"]; -"197 dequantize_per_tensor_44" [id=197, type="dequantize_per_tensor"]; -"198 layer_norm_2" [id=198, type="layer_norm"]; -"199 transpose_6" [id=199, type=transpose]; -"200 transpose_6_0_0_nncf_smooth_quant_0" [id=200, type="call_module"]; -"201 quantize_per_tensor_45" [id=201, type="quantize_per_tensor"]; -"202 dequantize_per_tensor_46" [id=202, type="dequantize_per_tensor"]; -"203 _frozen_param7" [id=203, type="get_attr"]; -"204 dequantize_per_tensor_47" [id=204, type="dequantize_per_tensor"]; -"205 linear_4" [id=205, type=linear]; -"206 quantize_per_tensor_48" [id=206, type="quantize_per_tensor"]; -"207 dequantize_per_tensor_49" [id=207, type="dequantize_per_tensor"]; -"208 unflatten_1" [id=208, type=unflatten]; -"209 unsqueeze_1" [id=209, type=unsqueeze]; -"210 transpose_7" [id=210, type=transpose]; -"211 squeeze_1" [id=211, type=squeeze]; -"212 contiguous_1" [id=212, type=contiguous]; -"213 select_3" [id=213, type=select]; -"214 select_4" [id=214, type=select]; -"215 select_5" [id=215, type=select]; -"216 view_8" [id=216, type=view]; -"217 transpose_8" [id=217, type=transpose]; -"218 view_9" [id=218, type=view]; -"219 transpose_9" [id=219, type=transpose]; -"220 view_10" [id=220, type=view]; -"221 transpose_10" [id=221, type=transpose]; -"222 view_11" [id=222, type=view]; -"223 view_12" [id=223, type=view]; -"224 view_13" [id=224, type=view]; -"225 scaled_dot_product_attention_1" [id=225, type="scaled_dot_product_attention"]; -"226 permute_2" [id=226, type=permute]; -"227 view_14" [id=227, type=view]; -"228 view_14_0_0_nncf_smooth_quant_0" [id=228, type="call_module"]; -"229 quantize_per_tensor_50" [id=229, type="quantize_per_tensor"]; -"230 dequantize_per_tensor_51" [id=230, type="dequantize_per_tensor"]; -"231 _frozen_param8" [id=231, type="get_attr"]; -"232 dequantize_per_tensor_52" [id=232, type="dequantize_per_tensor"]; -"233 linear_5" [id=233, type=linear]; -"234 quantize_per_tensor_53" [id=234, type="quantize_per_tensor"]; -"235 dequantize_per_tensor_54" [id=235, type="dequantize_per_tensor"]; -"236 view_15" [id=236, type=view]; -"237 quantize_per_tensor_55" [id=237, type="quantize_per_tensor"]; -"238 dequantize_per_tensor_56" [id=238, type="dequantize_per_tensor"]; -"239 transpose_11" [id=239, type=transpose]; -"240 dropout_4" [id=240, type=dropout]; -"241 quantize_per_tensor_57" [id=241, type="quantize_per_tensor"]; -"242 dequantize_per_tensor_58" [id=242, type="dequantize_per_tensor"]; -"243 add_3" [id=243, type=add]; -"244 quantize_per_tensor_59" [id=244, type="quantize_per_tensor"]; -"245 dequantize_per_tensor_60" [id=245, type="dequantize_per_tensor"]; -"246 layer_norm_3" [id=246, type="layer_norm"]; -"247 layer_norm_3_0_0_nncf_smooth_quant_0" [id=247, type="call_module"]; -"248 quantize_per_tensor_61" [id=248, type="quantize_per_tensor"]; -"249 dequantize_per_tensor_62" [id=249, type="dequantize_per_tensor"]; -"250 _frozen_param9" [id=250, type="get_attr"]; -"251 dequantize_per_tensor_63" [id=251, type="dequantize_per_tensor"]; -"252 linear_6" [id=252, type=linear]; -"253 quantize_per_tensor_64" [id=253, type="quantize_per_tensor"]; -"254 dequantize_per_tensor_65" [id=254, type="dequantize_per_tensor"]; -"255 gelu_1" [id=255, type=gelu]; -"256 dropout_5" [id=256, type=dropout]; -"257 dropout_5_0_0_nncf_smooth_quant_0" [id=257, type="call_module"]; -"258 quantize_per_tensor_66" [id=258, type="quantize_per_tensor"]; -"259 dequantize_per_tensor_67" [id=259, type="dequantize_per_tensor"]; -"260 _frozen_param10" [id=260, type="get_attr"]; -"261 dequantize_per_tensor_68" [id=261, type="dequantize_per_tensor"]; -"262 linear_7" [id=262, type=linear]; -"263 quantize_per_tensor_69" [id=263, type="quantize_per_tensor"]; -"264 dequantize_per_tensor_70" [id=264, type="dequantize_per_tensor"]; -"265 dropout_6" [id=265, type=dropout]; -"266 quantize_per_tensor_71" [id=266, type="quantize_per_tensor"]; -"267 dequantize_per_tensor_72" [id=267, type="dequantize_per_tensor"]; -"268 add_4" [id=268, type=add]; -"269 quantize_per_tensor_73" [id=269, type="quantize_per_tensor"]; -"270 dequantize_per_tensor_74" [id=270, type="dequantize_per_tensor"]; -"271 layer_norm_4" [id=271, type="layer_norm"]; -"272 transpose_12" [id=272, type=transpose]; -"273 transpose_12_0_0_nncf_smooth_quant_0" [id=273, type="call_module"]; -"274 quantize_per_tensor_75" [id=274, type="quantize_per_tensor"]; -"275 dequantize_per_tensor_76" [id=275, type="dequantize_per_tensor"]; -"276 _frozen_param11" [id=276, type="get_attr"]; -"277 dequantize_per_tensor_77" [id=277, type="dequantize_per_tensor"]; -"278 linear_8" [id=278, type=linear]; -"279 quantize_per_tensor_78" [id=279, type="quantize_per_tensor"]; -"280 dequantize_per_tensor_79" [id=280, type="dequantize_per_tensor"]; -"281 unflatten_2" [id=281, type=unflatten]; -"282 unsqueeze_2" [id=282, type=unsqueeze]; -"283 transpose_13" [id=283, type=transpose]; -"284 squeeze_2" [id=284, type=squeeze]; -"285 contiguous_2" [id=285, type=contiguous]; -"286 select_6" [id=286, type=select]; -"287 select_7" [id=287, type=select]; -"288 select_8" [id=288, type=select]; -"289 view_16" [id=289, type=view]; -"290 transpose_14" [id=290, type=transpose]; -"291 view_17" [id=291, type=view]; -"292 transpose_15" [id=292, type=transpose]; -"293 view_18" [id=293, type=view]; -"294 transpose_16" [id=294, type=transpose]; -"295 view_19" [id=295, type=view]; -"296 view_20" [id=296, type=view]; -"297 view_21" [id=297, type=view]; -"298 scaled_dot_product_attention_2" [id=298, type="scaled_dot_product_attention"]; -"299 permute_3" [id=299, type=permute]; -"300 view_22" [id=300, type=view]; -"301 view_22_0_0_nncf_smooth_quant_0" [id=301, type="call_module"]; -"302 quantize_per_tensor_80" [id=302, type="quantize_per_tensor"]; -"303 dequantize_per_tensor_81" [id=303, type="dequantize_per_tensor"]; -"304 _frozen_param12" [id=304, type="get_attr"]; -"305 dequantize_per_tensor_82" [id=305, type="dequantize_per_tensor"]; -"306 linear_9" [id=306, type=linear]; -"307 quantize_per_tensor_83" [id=307, type="quantize_per_tensor"]; -"308 dequantize_per_tensor_84" [id=308, type="dequantize_per_tensor"]; -"309 view_23" [id=309, type=view]; -"310 quantize_per_tensor_85" [id=310, type="quantize_per_tensor"]; -"311 dequantize_per_tensor_86" [id=311, type="dequantize_per_tensor"]; -"312 transpose_17" [id=312, type=transpose]; -"313 dropout_7" [id=313, type=dropout]; -"314 quantize_per_tensor_87" [id=314, type="quantize_per_tensor"]; -"315 dequantize_per_tensor_88" [id=315, type="dequantize_per_tensor"]; -"316 add_5" [id=316, type=add]; -"317 quantize_per_tensor_89" [id=317, type="quantize_per_tensor"]; -"318 dequantize_per_tensor_90" [id=318, type="dequantize_per_tensor"]; -"319 layer_norm_5" [id=319, type="layer_norm"]; -"320 layer_norm_5_0_0_nncf_smooth_quant_0" [id=320, type="call_module"]; -"321 quantize_per_tensor_91" [id=321, type="quantize_per_tensor"]; -"322 dequantize_per_tensor_92" [id=322, type="dequantize_per_tensor"]; -"323 _frozen_param13" [id=323, type="get_attr"]; -"324 dequantize_per_tensor_93" [id=324, type="dequantize_per_tensor"]; -"325 linear_10" [id=325, type=linear]; -"326 quantize_per_tensor_94" [id=326, type="quantize_per_tensor"]; -"327 dequantize_per_tensor_95" [id=327, type="dequantize_per_tensor"]; -"328 gelu_2" [id=328, type=gelu]; -"329 dropout_8" [id=329, type=dropout]; -"330 dropout_8_0_0_nncf_smooth_quant_0" [id=330, type="call_module"]; -"331 quantize_per_tensor_96" [id=331, type="quantize_per_tensor"]; -"332 dequantize_per_tensor_97" [id=332, type="dequantize_per_tensor"]; -"333 _frozen_param14" [id=333, type="get_attr"]; -"334 dequantize_per_tensor_98" [id=334, type="dequantize_per_tensor"]; -"335 linear_11" [id=335, type=linear]; -"336 quantize_per_tensor_99" [id=336, type="quantize_per_tensor"]; -"337 dequantize_per_tensor_100" [id=337, type="dequantize_per_tensor"]; -"338 dropout_9" [id=338, type=dropout]; -"339 quantize_per_tensor_101" [id=339, type="quantize_per_tensor"]; -"340 dequantize_per_tensor_102" [id=340, type="dequantize_per_tensor"]; -"341 add_6" [id=341, type=add]; -"342 quantize_per_tensor_103" [id=342, type="quantize_per_tensor"]; -"343 dequantize_per_tensor_104" [id=343, type="dequantize_per_tensor"]; -"344 layer_norm_6" [id=344, type="layer_norm"]; -"345 transpose_18" [id=345, type=transpose]; -"346 transpose_18_0_0_nncf_smooth_quant_0" [id=346, type="call_module"]; -"347 quantize_per_tensor_105" [id=347, type="quantize_per_tensor"]; -"348 dequantize_per_tensor_106" [id=348, type="dequantize_per_tensor"]; -"349 _frozen_param15" [id=349, type="get_attr"]; -"350 dequantize_per_tensor_107" [id=350, type="dequantize_per_tensor"]; -"351 linear_12" [id=351, type=linear]; -"352 quantize_per_tensor_108" [id=352, type="quantize_per_tensor"]; -"353 dequantize_per_tensor_109" [id=353, type="dequantize_per_tensor"]; -"354 unflatten_3" [id=354, type=unflatten]; -"355 unsqueeze_3" [id=355, type=unsqueeze]; -"356 transpose_19" [id=356, type=transpose]; -"357 squeeze_3" [id=357, type=squeeze]; -"358 contiguous_3" [id=358, type=contiguous]; -"359 select_9" [id=359, type=select]; -"360 select_10" [id=360, type=select]; -"361 select_11" [id=361, type=select]; -"362 view_24" [id=362, type=view]; -"363 transpose_20" [id=363, type=transpose]; -"364 view_25" [id=364, type=view]; -"365 transpose_21" [id=365, type=transpose]; -"366 view_26" [id=366, type=view]; -"367 transpose_22" [id=367, type=transpose]; -"368 view_27" [id=368, type=view]; -"369 view_28" [id=369, type=view]; -"370 view_29" [id=370, type=view]; -"371 scaled_dot_product_attention_3" [id=371, type="scaled_dot_product_attention"]; -"372 permute_4" [id=372, type=permute]; -"373 view_30" [id=373, type=view]; -"374 view_30_0_0_nncf_smooth_quant_0" [id=374, type="call_module"]; -"375 quantize_per_tensor_110" [id=375, type="quantize_per_tensor"]; -"376 dequantize_per_tensor_111" [id=376, type="dequantize_per_tensor"]; -"377 _frozen_param16" [id=377, type="get_attr"]; -"378 dequantize_per_tensor_112" [id=378, type="dequantize_per_tensor"]; -"379 linear_13" [id=379, type=linear]; -"380 quantize_per_tensor_113" [id=380, type="quantize_per_tensor"]; -"381 dequantize_per_tensor_114" [id=381, type="dequantize_per_tensor"]; -"382 view_31" [id=382, type=view]; -"383 quantize_per_tensor_115" [id=383, type="quantize_per_tensor"]; -"384 dequantize_per_tensor_116" [id=384, type="dequantize_per_tensor"]; -"385 transpose_23" [id=385, type=transpose]; -"386 dropout_10" [id=386, type=dropout]; -"387 quantize_per_tensor_117" [id=387, type="quantize_per_tensor"]; -"388 dequantize_per_tensor_118" [id=388, type="dequantize_per_tensor"]; -"389 add_7" [id=389, type=add]; -"390 quantize_per_tensor_119" [id=390, type="quantize_per_tensor"]; -"391 dequantize_per_tensor_120" [id=391, type="dequantize_per_tensor"]; -"392 layer_norm_7" [id=392, type="layer_norm"]; -"393 layer_norm_7_0_0_nncf_smooth_quant_0" [id=393, type="call_module"]; -"394 quantize_per_tensor_121" [id=394, type="quantize_per_tensor"]; -"395 dequantize_per_tensor_122" [id=395, type="dequantize_per_tensor"]; -"396 _frozen_param17" [id=396, type="get_attr"]; -"397 dequantize_per_tensor_123" [id=397, type="dequantize_per_tensor"]; -"398 linear_14" [id=398, type=linear]; -"399 quantize_per_tensor_124" [id=399, type="quantize_per_tensor"]; -"400 dequantize_per_tensor_125" [id=400, type="dequantize_per_tensor"]; -"401 gelu_3" [id=401, type=gelu]; -"402 dropout_11" [id=402, type=dropout]; -"403 dropout_11_0_0_nncf_smooth_quant_0" [id=403, type="call_module"]; -"404 quantize_per_tensor_126" [id=404, type="quantize_per_tensor"]; -"405 dequantize_per_tensor_127" [id=405, type="dequantize_per_tensor"]; -"406 _frozen_param18" [id=406, type="get_attr"]; -"407 dequantize_per_tensor_128" [id=407, type="dequantize_per_tensor"]; -"408 linear_15" [id=408, type=linear]; -"409 quantize_per_tensor_129" [id=409, type="quantize_per_tensor"]; -"410 dequantize_per_tensor_130" [id=410, type="dequantize_per_tensor"]; -"411 dropout_12" [id=411, type=dropout]; -"412 quantize_per_tensor_131" [id=412, type="quantize_per_tensor"]; -"413 dequantize_per_tensor_132" [id=413, type="dequantize_per_tensor"]; -"414 add_8" [id=414, type=add]; -"415 quantize_per_tensor_133" [id=415, type="quantize_per_tensor"]; -"416 dequantize_per_tensor_134" [id=416, type="dequantize_per_tensor"]; -"417 layer_norm_8" [id=417, type="layer_norm"]; -"418 transpose_24" [id=418, type=transpose]; -"419 transpose_24_0_0_nncf_smooth_quant_0" [id=419, type="call_module"]; -"420 quantize_per_tensor_135" [id=420, type="quantize_per_tensor"]; -"421 dequantize_per_tensor_136" [id=421, type="dequantize_per_tensor"]; -"422 _frozen_param19" [id=422, type="get_attr"]; -"423 dequantize_per_tensor_137" [id=423, type="dequantize_per_tensor"]; -"424 linear_16" [id=424, type=linear]; -"425 quantize_per_tensor_138" [id=425, type="quantize_per_tensor"]; -"426 dequantize_per_tensor_139" [id=426, type="dequantize_per_tensor"]; -"427 unflatten_4" [id=427, type=unflatten]; -"428 unsqueeze_4" [id=428, type=unsqueeze]; -"429 transpose_25" [id=429, type=transpose]; -"430 squeeze_4" [id=430, type=squeeze]; -"431 contiguous_4" [id=431, type=contiguous]; -"432 select_12" [id=432, type=select]; -"433 select_13" [id=433, type=select]; -"434 select_14" [id=434, type=select]; -"435 view_32" [id=435, type=view]; -"436 transpose_26" [id=436, type=transpose]; -"437 view_33" [id=437, type=view]; -"438 transpose_27" [id=438, type=transpose]; -"439 view_34" [id=439, type=view]; -"440 transpose_28" [id=440, type=transpose]; -"441 view_35" [id=441, type=view]; -"442 view_36" [id=442, type=view]; -"443 view_37" [id=443, type=view]; -"444 scaled_dot_product_attention_4" [id=444, type="scaled_dot_product_attention"]; -"445 permute_5" [id=445, type=permute]; -"446 view_38" [id=446, type=view]; -"447 view_38_0_0_nncf_smooth_quant_0" [id=447, type="call_module"]; -"448 quantize_per_tensor_140" [id=448, type="quantize_per_tensor"]; -"449 dequantize_per_tensor_141" [id=449, type="dequantize_per_tensor"]; -"450 _frozen_param20" [id=450, type="get_attr"]; -"451 dequantize_per_tensor_142" [id=451, type="dequantize_per_tensor"]; -"452 linear_17" [id=452, type=linear]; -"453 quantize_per_tensor_143" [id=453, type="quantize_per_tensor"]; -"454 dequantize_per_tensor_144" [id=454, type="dequantize_per_tensor"]; -"455 view_39" [id=455, type=view]; -"456 quantize_per_tensor_145" [id=456, type="quantize_per_tensor"]; -"457 dequantize_per_tensor_146" [id=457, type="dequantize_per_tensor"]; -"458 transpose_29" [id=458, type=transpose]; -"459 dropout_13" [id=459, type=dropout]; -"460 quantize_per_tensor_147" [id=460, type="quantize_per_tensor"]; -"461 dequantize_per_tensor_148" [id=461, type="dequantize_per_tensor"]; -"462 add_9" [id=462, type=add]; -"463 quantize_per_tensor_149" [id=463, type="quantize_per_tensor"]; -"464 dequantize_per_tensor_150" [id=464, type="dequantize_per_tensor"]; -"465 layer_norm_9" [id=465, type="layer_norm"]; -"466 layer_norm_9_0_0_nncf_smooth_quant_0" [id=466, type="call_module"]; -"467 quantize_per_tensor_151" [id=467, type="quantize_per_tensor"]; -"468 dequantize_per_tensor_152" [id=468, type="dequantize_per_tensor"]; -"469 _frozen_param21" [id=469, type="get_attr"]; -"470 dequantize_per_tensor_153" [id=470, type="dequantize_per_tensor"]; -"471 linear_18" [id=471, type=linear]; -"472 quantize_per_tensor_154" [id=472, type="quantize_per_tensor"]; -"473 dequantize_per_tensor_155" [id=473, type="dequantize_per_tensor"]; -"474 gelu_4" [id=474, type=gelu]; -"475 dropout_14" [id=475, type=dropout]; -"476 dropout_14_0_0_nncf_smooth_quant_0" 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type="quantize_per_tensor"]; +"919 dequantize_per_tensor_348" [id=919, type="dequantize_per_tensor"]; +"920 add_21" [id=920, type=add]; +"921 quantize_per_tensor_349" [id=921, type="quantize_per_tensor"]; +"922 dequantize_per_tensor_350" [id=922, type="dequantize_per_tensor"]; +"923 dequantize_per_tensor_351" [id=923, type="dequantize_per_tensor"]; +"924 layer_norm_21" [id=924, type="layer_norm"]; +"925 layer_norm_21_0_0_nncf_smooth_quant_0" [id=925, type="call_module"]; +"926 quantize_per_tensor_352" [id=926, type="quantize_per_tensor"]; +"927 dequantize_per_tensor_353" [id=927, type="dequantize_per_tensor"]; +"928 _frozen_param45" [id=928, type="get_attr"]; +"929 dequantize_per_tensor_354" [id=929, type="dequantize_per_tensor"]; +"930 linear_42" [id=930, type=linear]; +"931 quantize_per_tensor_355" [id=931, type="quantize_per_tensor"]; +"932 dequantize_per_tensor_356" [id=932, type="dequantize_per_tensor"]; +"933 gelu_10" [id=933, type=gelu]; +"934 dropout_32" [id=934, type=dropout]; +"935 dropout_32_0_0_nncf_smooth_quant_0" [id=935, type="call_module"]; +"936 quantize_per_tensor_357" [id=936, type="quantize_per_tensor"]; +"937 dequantize_per_tensor_358" [id=937, type="dequantize_per_tensor"]; +"938 _frozen_param46" [id=938, type="get_attr"]; +"939 dequantize_per_tensor_359" [id=939, type="dequantize_per_tensor"]; +"940 linear_43" [id=940, type=linear]; +"941 quantize_per_tensor_360" [id=941, type="quantize_per_tensor"]; +"942 dequantize_per_tensor_361" [id=942, type="dequantize_per_tensor"]; +"943 dropout_33" [id=943, type=dropout]; +"944 quantize_per_tensor_362" [id=944, type="quantize_per_tensor"]; +"945 dequantize_per_tensor_363" [id=945, type="dequantize_per_tensor"]; +"946 add_22" [id=946, type=add]; +"947 quantize_per_tensor_364" [id=947, type="quantize_per_tensor"]; +"948 dequantize_per_tensor_365" [id=948, type="dequantize_per_tensor"]; +"949 dequantize_per_tensor_366" [id=949, type="dequantize_per_tensor"]; +"950 layer_norm_22" [id=950, type="layer_norm"]; +"951 transpose_66" [id=951, type=transpose]; +"952 transpose_66_0_0_nncf_smooth_quant_0" [id=952, type="call_module"]; +"953 quantize_per_tensor_367" [id=953, type="quantize_per_tensor"]; +"954 dequantize_per_tensor_368" [id=954, type="dequantize_per_tensor"]; +"955 _frozen_param47" [id=955, type="get_attr"]; +"956 dequantize_per_tensor_369" [id=956, type="dequantize_per_tensor"]; +"957 linear_44" [id=957, type=linear]; +"958 quantize_per_tensor_370" [id=958, type="quantize_per_tensor"]; +"959 dequantize_per_tensor_371" [id=959, type="dequantize_per_tensor"]; +"960 unflatten_11" [id=960, type=unflatten]; +"961 unsqueeze_11" [id=961, type=unsqueeze]; +"962 transpose_67" [id=962, type=transpose]; +"963 squeeze_11" [id=963, type=squeeze]; +"964 contiguous_11" [id=964, type=contiguous]; +"965 select_33" [id=965, type=select]; +"966 select_34" [id=966, type=select]; +"967 select_35" [id=967, type=select]; +"968 view_88" [id=968, type=view]; +"969 transpose_68" [id=969, 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type=view]; +"989 quantize_per_tensor_377" [id=989, type="quantize_per_tensor"]; +"990 dequantize_per_tensor_378" [id=990, type="dequantize_per_tensor"]; +"991 transpose_71" [id=991, type=transpose]; +"992 dropout_34" [id=992, type=dropout]; +"993 quantize_per_tensor_379" [id=993, type="quantize_per_tensor"]; +"994 dequantize_per_tensor_380" [id=994, type="dequantize_per_tensor"]; +"995 add_23" [id=995, type=add]; +"996 quantize_per_tensor_381" [id=996, type="quantize_per_tensor"]; +"997 dequantize_per_tensor_382" [id=997, type="dequantize_per_tensor"]; +"998 dequantize_per_tensor_383" [id=998, type="dequantize_per_tensor"]; +"999 layer_norm_23" [id=999, type="layer_norm"]; +"1000 layer_norm_23_0_0_nncf_smooth_quant_0" [id=1000, type="call_module"]; +"1001 quantize_per_tensor_384" [id=1001, type="quantize_per_tensor"]; +"1002 dequantize_per_tensor_385" [id=1002, type="dequantize_per_tensor"]; +"1003 _frozen_param49" [id=1003, type="get_attr"]; +"1004 dequantize_per_tensor_386" [id=1004, type="dequantize_per_tensor"]; +"1005 linear_46" [id=1005, type=linear]; +"1006 quantize_per_tensor_387" [id=1006, type="quantize_per_tensor"]; +"1007 dequantize_per_tensor_388" [id=1007, type="dequantize_per_tensor"]; +"1008 gelu_11" [id=1008, type=gelu]; +"1009 dropout_35" [id=1009, type=dropout]; +"1010 dropout_35_0_0_nncf_smooth_quant_0" [id=1010, type="call_module"]; +"1011 quantize_per_tensor_389" [id=1011, type="quantize_per_tensor"]; +"1012 dequantize_per_tensor_390" [id=1012, type="dequantize_per_tensor"]; +"1013 _frozen_param50" [id=1013, type="get_attr"]; +"1014 dequantize_per_tensor_391" [id=1014, type="dequantize_per_tensor"]; +"1015 linear_47" [id=1015, type=linear]; +"1016 quantize_per_tensor_392" [id=1016, type="quantize_per_tensor"]; +"1017 dequantize_per_tensor_393" [id=1017, type="dequantize_per_tensor"]; +"1018 dropout_36" [id=1018, type=dropout]; +"1019 quantize_per_tensor_394" [id=1019, type="quantize_per_tensor"]; +"1020 dequantize_per_tensor_395" [id=1020, type="dequantize_per_tensor"]; +"1021 add_24" [id=1021, type=add]; +"1022 quantize_per_tensor_396" [id=1022, type="quantize_per_tensor"]; +"1023 dequantize_per_tensor_397" [id=1023, type="dequantize_per_tensor"]; +"1024 layer_norm_24" [id=1024, type="layer_norm"]; +"1025 slice_1" [id=1025, type=slice]; +"1026 select_36" [id=1026, type=select]; +"1027 select_36_0_0_nncf_smooth_quant_0" [id=1027, type="call_module"]; +"1028 quantize_per_tensor_398" [id=1028, type="quantize_per_tensor"]; +"1029 dequantize_per_tensor_399" [id=1029, type="dequantize_per_tensor"]; +"1030 _frozen_param51" [id=1030, type="get_attr"]; +"1031 dequantize_per_tensor_400" [id=1031, type="dequantize_per_tensor"]; +"1032 linear_48" [id=1032, type=linear]; +"1033 quantize_per_tensor_401" [id=1033, type="quantize_per_tensor"]; +"1034 dequantize_per_tensor_402" [id=1034, type="dequantize_per_tensor"]; +"1035 output" [id=1035, type=output]; "0 _frozen_param0" -> "1 dequantize_per_tensor_0" [style=solid, label="(1, 197, 768)"]; "1 dequantize_per_tensor_0" -> "119 add" [style=solid, label="(1, 197, 768)"]; "2 conv_proj_bias" -> "107 conv2d" [style=solid, label="(768,)"]; @@ -1019,101 +1042,101 @@ strict digraph { "4 encoder_layers_encoder_layer_0_ln_1_bias" -> "123 layer_norm" [style=solid, label="(768,)"]; "5 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" -> "130 linear" [style=solid, label="(2304,)"]; "6 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" -> "158 linear_1" [style=solid, label="(768,)"]; -"7 encoder_layers_encoder_layer_0_ln_2_weight" -> "173 layer_norm_1" [style=solid, label="(768,)"]; -"8 encoder_layers_encoder_layer_0_ln_2_bias" -> "173 layer_norm_1" [style=solid, label="(768,)"]; -"9 encoder_layers_encoder_layer_0_mlp_0_bias" -> "179 linear_2" [style=solid, label="(3072,)"]; -"10 encoder_layers_encoder_layer_0_mlp_3_bias" -> "189 linear_3" [style=solid, label="(768,)"]; -"11 encoder_layers_encoder_layer_1_ln_1_weight" -> "198 layer_norm_2" [style=solid, label="(768,)"]; -"12 encoder_layers_encoder_layer_1_ln_1_bias" -> "198 layer_norm_2" [style=solid, label="(768,)"]; -"13 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" -> "205 linear_4" [style=solid, label="(2304,)"]; -"14 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" -> "233 linear_5" [style=solid, label="(768,)"]; -"15 encoder_layers_encoder_layer_1_ln_2_weight" -> "246 layer_norm_3" [style=solid, label="(768,)"]; -"16 encoder_layers_encoder_layer_1_ln_2_bias" -> "246 layer_norm_3" [style=solid, label="(768,)"]; -"17 encoder_layers_encoder_layer_1_mlp_0_bias" -> "252 linear_6" [style=solid, label="(3072,)"]; -"18 encoder_layers_encoder_layer_1_mlp_3_bias" -> "262 linear_7" [style=solid, label="(768,)"]; -"19 encoder_layers_encoder_layer_2_ln_1_weight" -> "271 layer_norm_4" [style=solid, label="(768,)"]; -"20 encoder_layers_encoder_layer_2_ln_1_bias" -> "271 layer_norm_4" [style=solid, label="(768,)"]; -"21 encoder_layers_encoder_layer_2_self_attention_in_proj_bias" -> "278 linear_8" [style=solid, label="(2304,)"]; -"22 encoder_layers_encoder_layer_2_self_attention_out_proj_bias" -> "306 linear_9" [style=solid, label="(768,)"]; -"23 encoder_layers_encoder_layer_2_ln_2_weight" -> "319 layer_norm_5" [style=solid, label="(768,)"]; -"24 encoder_layers_encoder_layer_2_ln_2_bias" -> "319 layer_norm_5" [style=solid, label="(768,)"]; -"25 encoder_layers_encoder_layer_2_mlp_0_bias" -> "325 linear_10" [style=solid, label="(3072,)"]; -"26 encoder_layers_encoder_layer_2_mlp_3_bias" -> "335 linear_11" [style=solid, label="(768,)"]; -"27 encoder_layers_encoder_layer_3_ln_1_weight" -> "344 layer_norm_6" [style=solid, label="(768,)"]; -"28 encoder_layers_encoder_layer_3_ln_1_bias" -> "344 layer_norm_6" [style=solid, label="(768,)"]; -"29 encoder_layers_encoder_layer_3_self_attention_in_proj_bias" -> "351 linear_12" [style=solid, label="(2304,)"]; -"30 encoder_layers_encoder_layer_3_self_attention_out_proj_bias" -> "379 linear_13" [style=solid, label="(768,)"]; -"31 encoder_layers_encoder_layer_3_ln_2_weight" -> "392 layer_norm_7" [style=solid, label="(768,)"]; -"32 encoder_layers_encoder_layer_3_ln_2_bias" -> "392 layer_norm_7" [style=solid, label="(768,)"]; -"33 encoder_layers_encoder_layer_3_mlp_0_bias" -> "398 linear_14" [style=solid, label="(3072,)"]; -"34 encoder_layers_encoder_layer_3_mlp_3_bias" -> "408 linear_15" [style=solid, label="(768,)"]; -"35 encoder_layers_encoder_layer_4_ln_1_weight" -> "417 layer_norm_8" [style=solid, label="(768,)"]; -"36 encoder_layers_encoder_layer_4_ln_1_bias" -> "417 layer_norm_8" [style=solid, label="(768,)"]; -"37 encoder_layers_encoder_layer_4_self_attention_in_proj_bias" -> "424 linear_16" [style=solid, label="(2304,)"]; -"38 encoder_layers_encoder_layer_4_self_attention_out_proj_bias" -> "452 linear_17" [style=solid, label="(768,)"]; -"39 encoder_layers_encoder_layer_4_ln_2_weight" -> "465 layer_norm_9" [style=solid, label="(768,)"]; -"40 encoder_layers_encoder_layer_4_ln_2_bias" -> "465 layer_norm_9" [style=solid, label="(768,)"]; -"41 encoder_layers_encoder_layer_4_mlp_0_bias" -> "471 linear_18" [style=solid, label="(3072,)"]; -"42 encoder_layers_encoder_layer_4_mlp_3_bias" -> "481 linear_19" [style=solid, label="(768,)"]; -"43 encoder_layers_encoder_layer_5_ln_1_weight" -> "490 layer_norm_10" [style=solid, label="(768,)"]; -"44 encoder_layers_encoder_layer_5_ln_1_bias" -> "490 layer_norm_10" [style=solid, label="(768,)"]; -"45 encoder_layers_encoder_layer_5_self_attention_in_proj_bias" -> "497 linear_20" [style=solid, label="(2304,)"]; -"46 encoder_layers_encoder_layer_5_self_attention_out_proj_bias" -> "525 linear_21" [style=solid, label="(768,)"]; -"47 encoder_layers_encoder_layer_5_ln_2_weight" -> "538 layer_norm_11" [style=solid, label="(768,)"]; -"48 encoder_layers_encoder_layer_5_ln_2_bias" -> "538 layer_norm_11" [style=solid, label="(768,)"]; -"49 encoder_layers_encoder_layer_5_mlp_0_bias" -> "544 linear_22" [style=solid, label="(3072,)"]; -"50 encoder_layers_encoder_layer_5_mlp_3_bias" -> "554 linear_23" [style=solid, label="(768,)"]; -"51 encoder_layers_encoder_layer_6_ln_1_weight" -> "563 layer_norm_12" [style=solid, label="(768,)"]; -"52 encoder_layers_encoder_layer_6_ln_1_bias" -> "563 layer_norm_12" [style=solid, label="(768,)"]; -"53 encoder_layers_encoder_layer_6_self_attention_in_proj_bias" -> "570 linear_24" [style=solid, label="(2304,)"]; -"54 encoder_layers_encoder_layer_6_self_attention_out_proj_bias" -> "598 linear_25" [style=solid, label="(768,)"]; -"55 encoder_layers_encoder_layer_6_ln_2_weight" -> "611 layer_norm_13" [style=solid, label="(768,)"]; -"56 encoder_layers_encoder_layer_6_ln_2_bias" -> "611 layer_norm_13" [style=solid, label="(768,)"]; -"57 encoder_layers_encoder_layer_6_mlp_0_bias" -> "617 linear_26" [style=solid, label="(3072,)"]; -"58 encoder_layers_encoder_layer_6_mlp_3_bias" -> "627 linear_27" [style=solid, label="(768,)"]; -"59 encoder_layers_encoder_layer_7_ln_1_weight" -> "636 layer_norm_14" [style=solid, label="(768,)"]; -"60 encoder_layers_encoder_layer_7_ln_1_bias" -> "636 layer_norm_14" [style=solid, label="(768,)"]; -"61 encoder_layers_encoder_layer_7_self_attention_in_proj_bias" -> "643 linear_28" [style=solid, label="(2304,)"]; -"62 encoder_layers_encoder_layer_7_self_attention_out_proj_bias" -> "671 linear_29" [style=solid, label="(768,)"]; -"63 encoder_layers_encoder_layer_7_ln_2_weight" -> "684 layer_norm_15" [style=solid, label="(768,)"]; -"64 encoder_layers_encoder_layer_7_ln_2_bias" -> "684 layer_norm_15" [style=solid, label="(768,)"]; -"65 encoder_layers_encoder_layer_7_mlp_0_bias" -> "690 linear_30" [style=solid, label="(3072,)"]; -"66 encoder_layers_encoder_layer_7_mlp_3_bias" -> "700 linear_31" [style=solid, label="(768,)"]; -"67 encoder_layers_encoder_layer_8_ln_1_weight" -> "709 layer_norm_16" [style=solid, label="(768,)"]; -"68 encoder_layers_encoder_layer_8_ln_1_bias" -> "709 layer_norm_16" [style=solid, label="(768,)"]; -"69 encoder_layers_encoder_layer_8_self_attention_in_proj_bias" -> "716 linear_32" [style=solid, label="(2304,)"]; -"70 encoder_layers_encoder_layer_8_self_attention_out_proj_bias" -> "744 linear_33" [style=solid, label="(768,)"]; -"71 encoder_layers_encoder_layer_8_ln_2_weight" -> "757 layer_norm_17" [style=solid, label="(768,)"]; -"72 encoder_layers_encoder_layer_8_ln_2_bias" -> "757 layer_norm_17" [style=solid, label="(768,)"]; -"73 encoder_layers_encoder_layer_8_mlp_0_bias" -> "763 linear_34" [style=solid, label="(3072,)"]; -"74 encoder_layers_encoder_layer_8_mlp_3_bias" -> "773 linear_35" [style=solid, label="(768,)"]; -"75 encoder_layers_encoder_layer_9_ln_1_weight" -> "782 layer_norm_18" [style=solid, label="(768,)"]; -"76 encoder_layers_encoder_layer_9_ln_1_bias" -> "782 layer_norm_18" [style=solid, label="(768,)"]; -"77 encoder_layers_encoder_layer_9_self_attention_in_proj_bias" -> "789 linear_36" [style=solid, label="(2304,)"]; -"78 encoder_layers_encoder_layer_9_self_attention_out_proj_bias" -> "817 linear_37" [style=solid, label="(768,)"]; -"79 encoder_layers_encoder_layer_9_ln_2_weight" -> "830 layer_norm_19" [style=solid, label="(768,)"]; -"80 encoder_layers_encoder_layer_9_ln_2_bias" -> "830 layer_norm_19" [style=solid, label="(768,)"]; -"81 encoder_layers_encoder_layer_9_mlp_0_bias" -> "836 linear_38" [style=solid, label="(3072,)"]; -"82 encoder_layers_encoder_layer_9_mlp_3_bias" -> "846 linear_39" [style=solid, label="(768,)"]; -"83 encoder_layers_encoder_layer_10_ln_1_weight" -> "855 layer_norm_20" [style=solid, label="(768,)"]; -"84 encoder_layers_encoder_layer_10_ln_1_bias" -> "855 layer_norm_20" [style=solid, label="(768,)"]; -"85 encoder_layers_encoder_layer_10_self_attention_in_proj_bias" -> "862 linear_40" [style=solid, label="(2304,)"]; -"86 encoder_layers_encoder_layer_10_self_attention_out_proj_bias" -> "890 linear_41" [style=solid, 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768)"]; +"913 view_87" -> "914 quantize_per_tensor_345" [style=solid, label="(197, 1, 768)"]; +"914 quantize_per_tensor_345" -> "915 dequantize_per_tensor_346" [style=solid, label="(197, 1, 768)"]; +"915 dequantize_per_tensor_346" -> "916 transpose_65" [style=solid, label="(197, 1, 768)"]; +"916 transpose_65" -> "917 dropout_31" [style=solid, label="(1, 197, 768)"]; +"917 dropout_31" -> "918 quantize_per_tensor_347" [style=solid, label="(1, 197, 768)"]; +"918 quantize_per_tensor_347" -> "919 dequantize_per_tensor_348" [style=solid, label="(1, 197, 768)"]; +"919 dequantize_per_tensor_348" -> "920 add_21" [style=solid, label="(1, 197, 768)"]; +"920 add_21" -> "921 quantize_per_tensor_349" [style=solid, label="(1, 197, 768)"]; +"921 quantize_per_tensor_349" -> "922 dequantize_per_tensor_350" [style=solid, label="(1, 197, 768)"]; +"921 quantize_per_tensor_349" -> "923 dequantize_per_tensor_351" [style=solid, label="(1, 197, 768)"]; +"922 dequantize_per_tensor_350" -> "946 add_22" [style=solid, label="(1, 197, 768)"]; +"923 dequantize_per_tensor_351" -> "924 layer_norm_21" [style=solid, label="(1, 197, 768)"]; +"924 layer_norm_21" -> "925 layer_norm_21_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 197, 768)"]; +"925 layer_norm_21_0_0_nncf_smooth_quant_0" -> "926 quantize_per_tensor_352" [style=solid, label="(1, 197, 768)"]; +"926 quantize_per_tensor_352" -> "927 dequantize_per_tensor_353" [style=solid, label="(1, 197, 768)"]; +"927 dequantize_per_tensor_353" -> "930 linear_42" [style=solid, label="(1, 197, 768)"]; +"928 _frozen_param45" -> "929 dequantize_per_tensor_354" [style=solid, label="(3072, 768)"]; +"929 dequantize_per_tensor_354" -> "930 linear_42" [style=solid, label="(3072, 768)"]; +"930 linear_42" -> "931 quantize_per_tensor_355" [style=solid, label="(1, 197, 3072)"]; +"931 quantize_per_tensor_355" -> "932 dequantize_per_tensor_356" [style=solid, label="(1, 197, 3072)"]; +"932 dequantize_per_tensor_356" -> "933 gelu_10" [style=solid, label="(1, 197, 3072)"]; +"933 gelu_10" -> "934 dropout_32" [style=solid, label="(1, 197, 3072)"]; +"934 dropout_32" -> "935 dropout_32_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 197, 3072)"]; +"935 dropout_32_0_0_nncf_smooth_quant_0" -> "936 quantize_per_tensor_357" [style=solid, label="(1, 197, 3072)"]; +"936 quantize_per_tensor_357" -> "937 dequantize_per_tensor_358" [style=solid, label="(1, 197, 3072)"]; +"937 dequantize_per_tensor_358" -> "940 linear_43" [style=solid, label="(1, 197, 3072)"]; +"938 _frozen_param46" -> "939 dequantize_per_tensor_359" [style=solid, label="(768, 3072)"]; +"939 dequantize_per_tensor_359" -> "940 linear_43" [style=solid, label="(768, 3072)"]; +"940 linear_43" -> "941 quantize_per_tensor_360" [style=solid, label="(1, 197, 768)"]; +"941 quantize_per_tensor_360" -> "942 dequantize_per_tensor_361" [style=solid, label="(1, 197, 768)"]; +"942 dequantize_per_tensor_361" -> "943 dropout_33" [style=solid, label="(1, 197, 768)"]; +"943 dropout_33" -> "944 quantize_per_tensor_362" [style=solid, label="(1, 197, 768)"]; +"944 quantize_per_tensor_362" -> "945 dequantize_per_tensor_363" [style=solid, label="(1, 197, 768)"]; +"945 dequantize_per_tensor_363" -> "946 add_22" [style=solid, label="(1, 197, 768)"]; +"946 add_22" -> "947 quantize_per_tensor_364" [style=solid, label="(1, 197, 768)"]; +"947 quantize_per_tensor_364" -> "948 dequantize_per_tensor_365" [style=solid, label="(1, 197, 768)"]; +"947 quantize_per_tensor_364" -> "949 dequantize_per_tensor_366" [style=solid, label="(1, 197, 768)"]; +"948 dequantize_per_tensor_365" -> "995 add_23" [style=solid, label="(1, 197, 768)"]; +"949 dequantize_per_tensor_366" -> "950 layer_norm_22" [style=solid, label="(1, 197, 768)"]; +"950 layer_norm_22" -> "951 transpose_66" [style=solid, label="(1, 197, 768)"]; +"951 transpose_66" -> "952 transpose_66_0_0_nncf_smooth_quant_0" [style=solid, label="(197, 1, 768)"]; +"952 transpose_66_0_0_nncf_smooth_quant_0" -> "953 quantize_per_tensor_367" [style=solid, label="(197, 1, 768)"]; +"953 quantize_per_tensor_367" -> "954 dequantize_per_tensor_368" [style=solid, label="(197, 1, 768)"]; +"954 dequantize_per_tensor_368" -> "957 linear_44" [style=solid, label="(197, 1, 768)"]; +"955 _frozen_param47" -> "956 dequantize_per_tensor_369" [style=solid, label="(2304, 768)"]; +"956 dequantize_per_tensor_369" -> "957 linear_44" [style=solid, label="(2304, 768)"]; +"957 linear_44" -> "958 quantize_per_tensor_370" [style=solid, label="(197, 1, 2304)"]; +"958 quantize_per_tensor_370" -> "959 dequantize_per_tensor_371" [style=solid, label="(197, 1, 2304)"]; +"959 dequantize_per_tensor_371" -> "960 unflatten_11" [style=solid, label="(197, 1, 2304)"]; +"960 unflatten_11" -> "961 unsqueeze_11" [style=solid, label="(197, 1, 3, 768)"]; +"961 unsqueeze_11" -> "962 transpose_67" [style=solid, label="(1, 197, 1, 3, 768)"]; +"962 transpose_67" -> "963 squeeze_11" [style=solid, label="(3, 197, 1, 1, 768)"]; +"963 squeeze_11" -> "964 contiguous_11" [style=solid, label="(3, 197, 1, 768)"]; +"964 contiguous_11" -> "965 select_33" [style=solid, label="(3, 197, 1, 768)"]; +"964 contiguous_11" -> "966 select_34" [style=solid, label="(3, 197, 1, 768)"]; +"964 contiguous_11" -> "967 select_35" [style=solid, label="(3, 197, 1, 768)"]; +"965 select_33" -> "968 view_88" [style=solid, label="(197, 1, 768)"]; +"966 select_34" -> "970 view_89" [style=solid, label="(197, 1, 768)"]; +"967 select_35" -> "972 view_90" [style=solid, label="(197, 1, 768)"]; +"968 view_88" -> "969 transpose_68" [style=solid, label="(197, 12, 64)"]; +"969 transpose_68" -> "974 view_91" [style=solid, label="(12, 197, 64)"]; +"970 view_89" -> "971 transpose_69" [style=solid, label="(197, 12, 64)"]; +"971 transpose_69" -> "975 view_92" [style=solid, label="(12, 197, 64)"]; +"972 view_90" -> "973 transpose_70" [style=solid, label="(197, 12, 64)"]; +"973 transpose_70" -> "976 view_93" [style=solid, label="(12, 197, 64)"]; +"974 view_91" -> "977 scaled_dot_product_attention_11" [style=solid, label="(1, 12, 197, 64)"]; +"975 view_92" -> "977 scaled_dot_product_attention_11" [style=solid, label="(1, 12, 197, 64)"]; +"976 view_93" -> "977 scaled_dot_product_attention_11" [style=solid, label="(1, 12, 197, 64)"]; +"977 scaled_dot_product_attention_11" -> "978 permute_12" [style=solid, label="(1, 12, 197, 64)"]; +"978 permute_12" -> "979 view_94" [style=solid, label="(197, 1, 12, 64)"]; +"979 view_94" -> "980 view_94_0_0_nncf_smooth_quant_0" [style=solid, label="(197, 768)"]; +"980 view_94_0_0_nncf_smooth_quant_0" -> "981 quantize_per_tensor_372" [style=solid, label="(197, 768)"]; +"981 quantize_per_tensor_372" -> "982 dequantize_per_tensor_373" [style=solid, label="(197, 768)"]; +"982 dequantize_per_tensor_373" -> "985 linear_45" [style=solid, label="(197, 768)"]; +"983 _frozen_param48" -> "984 dequantize_per_tensor_374" [style=solid, label="(768, 768)"]; +"984 dequantize_per_tensor_374" -> "985 linear_45" [style=solid, label="(768, 768)"]; +"985 linear_45" -> "986 quantize_per_tensor_375" [style=solid, label="(197, 768)"]; +"986 quantize_per_tensor_375" -> "987 dequantize_per_tensor_376" [style=solid, label="(197, 768)"]; +"987 dequantize_per_tensor_376" -> "988 view_95" [style=solid, label="(197, 768)"]; +"988 view_95" -> "989 quantize_per_tensor_377" [style=solid, label="(197, 1, 768)"]; +"989 quantize_per_tensor_377" -> "990 dequantize_per_tensor_378" [style=solid, label="(197, 1, 768)"]; +"990 dequantize_per_tensor_378" -> "991 transpose_71" [style=solid, label="(197, 1, 768)"]; +"991 transpose_71" -> "992 dropout_34" [style=solid, label="(1, 197, 768)"]; +"992 dropout_34" -> "993 quantize_per_tensor_379" [style=solid, label="(1, 197, 768)"]; +"993 quantize_per_tensor_379" -> "994 dequantize_per_tensor_380" [style=solid, label="(1, 197, 768)"]; +"994 dequantize_per_tensor_380" -> "995 add_23" [style=solid, label="(1, 197, 768)"]; +"995 add_23" -> "996 quantize_per_tensor_381" [style=solid, label="(1, 197, 768)"]; +"996 quantize_per_tensor_381" -> "997 dequantize_per_tensor_382" [style=solid, label="(1, 197, 768)"]; +"996 quantize_per_tensor_381" -> "998 dequantize_per_tensor_383" [style=solid, label="(1, 197, 768)"]; +"997 dequantize_per_tensor_382" -> "1021 add_24" [style=solid, label="(1, 197, 768)"]; +"998 dequantize_per_tensor_383" -> "999 layer_norm_23" [style=solid, label="(1, 197, 768)"]; +"999 layer_norm_23" -> "1000 layer_norm_23_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 197, 768)"]; +"1000 layer_norm_23_0_0_nncf_smooth_quant_0" -> "1001 quantize_per_tensor_384" [style=solid, label="(1, 197, 768)"]; +"1001 quantize_per_tensor_384" -> "1002 dequantize_per_tensor_385" [style=solid, label="(1, 197, 768)"]; +"1002 dequantize_per_tensor_385" -> "1005 linear_46" [style=solid, label="(1, 197, 768)"]; +"1003 _frozen_param49" -> "1004 dequantize_per_tensor_386" [style=solid, label="(3072, 768)"]; +"1004 dequantize_per_tensor_386" -> "1005 linear_46" [style=solid, label="(3072, 768)"]; +"1005 linear_46" -> "1006 quantize_per_tensor_387" [style=solid, label="(1, 197, 3072)"]; +"1006 quantize_per_tensor_387" -> "1007 dequantize_per_tensor_388" [style=solid, label="(1, 197, 3072)"]; +"1007 dequantize_per_tensor_388" -> "1008 gelu_11" [style=solid, label="(1, 197, 3072)"]; +"1008 gelu_11" -> "1009 dropout_35" [style=solid, label="(1, 197, 3072)"]; +"1009 dropout_35" -> "1010 dropout_35_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 197, 3072)"]; +"1010 dropout_35_0_0_nncf_smooth_quant_0" -> "1011 quantize_per_tensor_389" [style=solid, label="(1, 197, 3072)"]; +"1011 quantize_per_tensor_389" -> "1012 dequantize_per_tensor_390" [style=solid, label="(1, 197, 3072)"]; +"1012 dequantize_per_tensor_390" -> "1015 linear_47" [style=solid, label="(1, 197, 3072)"]; +"1013 _frozen_param50" -> "1014 dequantize_per_tensor_391" [style=solid, label="(768, 3072)"]; +"1014 dequantize_per_tensor_391" -> "1015 linear_47" [style=solid, label="(768, 3072)"]; +"1015 linear_47" -> "1016 quantize_per_tensor_392" [style=solid, label="(1, 197, 768)"]; +"1016 quantize_per_tensor_392" -> "1017 dequantize_per_tensor_393" [style=solid, label="(1, 197, 768)"]; +"1017 dequantize_per_tensor_393" -> "1018 dropout_36" [style=solid, label="(1, 197, 768)"]; +"1018 dropout_36" -> "1019 quantize_per_tensor_394" [style=solid, label="(1, 197, 768)"]; +"1019 quantize_per_tensor_394" -> "1020 dequantize_per_tensor_395" [style=solid, label="(1, 197, 768)"]; +"1020 dequantize_per_tensor_395" -> "1021 add_24" [style=solid, label="(1, 197, 768)"]; +"1021 add_24" -> "1022 quantize_per_tensor_396" [style=solid, label="(1, 197, 768)"]; +"1022 quantize_per_tensor_396" -> "1023 dequantize_per_tensor_397" [style=solid, label="(1, 197, 768)"]; +"1023 dequantize_per_tensor_397" -> "1024 layer_norm_24" [style=solid, label="(1, 197, 768)"]; +"1024 layer_norm_24" -> "1025 slice_1" [style=solid, label="(1, 197, 768)"]; +"1025 slice_1" -> "1026 select_36" [style=solid, label="(1, 197, 768)"]; +"1026 select_36" -> "1027 select_36_0_0_nncf_smooth_quant_0" [style=solid, label="(1, 768)"]; +"1027 select_36_0_0_nncf_smooth_quant_0" -> "1028 quantize_per_tensor_398" [style=solid, label="(1, 768)"]; +"1028 quantize_per_tensor_398" -> "1029 dequantize_per_tensor_399" [style=solid, label="(1, 768)"]; +"1029 dequantize_per_tensor_399" -> "1032 linear_48" [style=solid, label="(1, 768)"]; +"1030 _frozen_param51" -> "1031 dequantize_per_tensor_400" [style=solid, label="(1000, 768)"]; +"1031 dequantize_per_tensor_400" -> "1032 linear_48" [style=solid, label="(1000, 768)"]; +"1032 linear_48" -> "1033 quantize_per_tensor_401" [style=solid, label="(1, 1000)"]; +"1033 quantize_per_tensor_401" -> "1034 dequantize_per_tensor_402" [style=solid, label="(1, 1000)"]; +"1034 dequantize_per_tensor_402" -> "1035 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/XNNPACKQuantizer/yolo11n_sdpa_block.dot b/tests/torch2/data/fx/XNNPACKQuantizer/yolo11n_sdpa_block.dot index 80bd3439cb9..508b4ddc255 100644 --- a/tests/torch2/data/fx/XNNPACKQuantizer/yolo11n_sdpa_block.dot +++ b/tests/torch2/data/fx/XNNPACKQuantizer/yolo11n_sdpa_block.dot @@ -8,22 +8,24 @@ strict digraph { "6 linear" [id=6, type=linear]; "7 quantize_per_tensor_3" [id=7, type="quantize_per_tensor"]; "8 dequantize_per_tensor_4" [id=8, type="dequantize_per_tensor"]; -"9 slice_1" [id=9, type=slice]; -"10 slice_2" [id=10, type=slice]; -"11 slice_3" [id=11, type=slice]; -"12 slice_4" [id=12, type=slice]; -"13 slice_5" [id=13, type=slice]; -"14 slice_6" [id=14, type=slice]; -"15 slice_7" [id=15, type=slice]; -"16 slice_8" [id=16, type=slice]; -"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_"]; -"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]; +"9 dequantize_per_tensor_5" [id=9, type="dequantize_per_tensor"]; +"10 dequantize_per_tensor_6" [id=10, type="dequantize_per_tensor"]; +"11 slice_1" [id=11, type=slice]; +"12 slice_2" [id=12, type=slice]; +"13 slice_3" [id=13, type=slice]; +"14 slice_4" [id=14, type=slice]; +"15 slice_5" [id=15, type=slice]; +"16 slice_6" [id=16, type=slice]; +"17 slice_7" [id=17, type=slice]; +"18 slice_8" [id=18, type=slice]; +"19 slice_9" [id=19, type=slice]; +"20 transpose" [id=20, type=transpose]; +"21 matmul" [id=21, type=matmul]; +"22 div_" [id=22, type="div_"]; +"23 softmax" [id=23, type=softmax]; +"24 transpose_1" [id=24, type=transpose]; +"25 matmul_1" [id=25, type=matmul]; +"26 output" [id=26, type=output]; "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)"]; @@ -32,22 +34,24 @@ strict digraph { "5 dequantize_per_tensor_2" -> "6 linear" [style=solid, label="(12, 4)"]; "6 linear" -> "7 quantize_per_tensor_3" [style=solid, label="(1, 2, 12)"]; "7 quantize_per_tensor_3" -> "8 dequantize_per_tensor_4" [style=solid, label="(1, 2, 12)"]; -"8 dequantize_per_tensor_4" -> "9 slice_1" [style=solid, label="(1, 2, 12)"]; -"8 dequantize_per_tensor_4" -> "12 slice_4" [style=solid, label="(1, 2, 12)"]; -"8 dequantize_per_tensor_4" -> "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)"]; +"7 quantize_per_tensor_3" -> "9 dequantize_per_tensor_5" [style=solid, label="(1, 2, 12)"]; +"7 quantize_per_tensor_3" -> "10 dequantize_per_tensor_6" [style=solid, label="(1, 2, 12)"]; +"8 dequantize_per_tensor_4" -> "17 slice_7" [style=solid, label="(1, 2, 12)"]; +"9 dequantize_per_tensor_5" -> "14 slice_4" [style=solid, label="(1, 2, 12)"]; +"10 dequantize_per_tensor_6" -> "11 slice_1" [style=solid, label="(1, 2, 12)"]; +"11 slice_1" -> "12 slice_2" [style=solid, label="(1, 2, 12)"]; +"12 slice_2" -> "13 slice_3" [style=solid, label="(1, 2, 12)"]; +"13 slice_3" -> "21 matmul" [style=solid, label="(1, 2, 4)"]; +"14 slice_4" -> "15 slice_5" [style=solid, label="(1, 2, 12)"]; +"15 slice_5" -> "16 slice_6" [style=solid, label="(1, 2, 12)"]; +"16 slice_6" -> "20 transpose" [style=solid, label="(1, 2, 4)"]; +"17 slice_7" -> "18 slice_8" [style=solid, label="(1, 2, 12)"]; +"18 slice_8" -> "19 slice_9" [style=solid, label="(1, 2, 12)"]; +"19 slice_9" -> "25 matmul_1" [style=solid, label="(1, 2, 4)"]; +"20 transpose" -> "21 matmul" [style=solid, label="(1, 4, 2)"]; +"21 matmul" -> "22 div_" [style=solid, label="(1, 2, 2)"]; +"22 div_" -> "23 softmax" [style=solid, label="(1, 2, 2)"]; +"23 softmax" -> "24 transpose_1" [style=solid, label="(1, 2, 2)"]; +"24 transpose_1" -> "25 matmul_1" [style=solid, label="(1, 2, 2)"]; +"25 matmul_1" -> "26 output" [style=solid, label="(1, 2, 4)"]; } diff --git a/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/mobilenet_v3_small.dot b/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/mobilenet_v3_small.dot index 796721d8767..09c9faf91ba 100644 --- a/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/mobilenet_v3_small.dot +++ b/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/mobilenet_v3_small.dot @@ -61,503 +61,518 @@ strict digraph { "59 conv2d_1" [id=59, type=conv2d]; "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 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_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 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_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"]; -"121 relu__3_zero_point_0" [id=121, type="get_attr"]; -"122 relu__3" [id=122, type="relu_"]; -"123 quantize_per_channel_default_9" [id=123, type="quantize_per_channel"]; -"124 dequantize_per_channel_default_9" [id=124, type="dequantize_per_channel"]; -"125 features_3_block_1_0_weight_bias" [id=125, type="get_attr"]; -"126 scale_updated_constant7" [id=126, type="get_attr"]; -"127 compressed_weight_updated_constant7" [id=127, type="get_attr"]; -"128 mul_tensor_7" [id=128, type=mul]; -"129 zero_point_updated_constant7" [id=129, type="get_attr"]; -"130 sub_tensor_7" [id=130, type=sub]; -"131 conv2d_9" [id=131, type=conv2d]; -"132 relu__4" [id=132, type="relu_"]; -"133 quantize_per_tensor_default_7" [id=133, type="quantize_per_tensor"]; -"134 dequantize_per_tensor_default_7" [id=134, type="dequantize_per_tensor"]; -"135 features_3_block_2_0_weight_bias" [id=135, type="get_attr"]; -"136 scale_updated_constant8" [id=136, type="get_attr"]; -"137 compressed_weight_updated_constant8" [id=137, type="get_attr"]; -"138 mul_tensor_8" [id=138, type=mul]; -"139 zero_point_updated_constant8" [id=139, type="get_attr"]; -"140 sub_tensor_8" [id=140, type=sub]; -"141 conv2d_10" [id=141, type=conv2d]; -"142 quantize_per_tensor_default_8" [id=142, type="quantize_per_tensor"]; -"143 dequantize_per_tensor_default_8" [id=143, type="dequantize_per_tensor"]; -"144 add_" [id=144, type="add_"]; -"145 quantize_per_tensor_default_9" [id=145, type="quantize_per_tensor"]; -"146 dequantize_per_tensor_default_9" [id=146, type="dequantize_per_tensor"]; -"147 features_4_block_0_0_weight_bias" [id=147, type="get_attr"]; -"148 scale_updated_constant9" [id=148, type="get_attr"]; -"149 compressed_weight_updated_constant9" [id=149, type="get_attr"]; -"150 mul_tensor_9" [id=150, type=mul]; -"151 zero_point_updated_constant9" [id=151, type="get_attr"]; -"152 sub_tensor_9" [id=152, type=sub]; -"153 conv2d_11" [id=153, type=conv2d]; -"154 hardswish__1_scale_0" [id=154, type="get_attr"]; -"155 hardswish__1_zero_point_0" [id=155, type="get_attr"]; -"156 hardswish__1" [id=156, type="hardswish_"]; -"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 features_4_block_1_0_weight_bias" [id=159, type="get_attr"]; -"160 scale_updated_constant10" [id=160, type="get_attr"]; -"161 compressed_weight_updated_constant10" [id=161, type="get_attr"]; -"162 mul_tensor_10" [id=162, type=mul]; -"163 zero_point_updated_constant10" [id=163, type="get_attr"]; -"164 sub_tensor_10" [id=164, type=sub]; -"165 conv2d_12" [id=165, type=conv2d]; -"166 hardswish__2" [id=166, type="hardswish_"]; -"167 quantize_per_tensor_default_10" [id=167, type="quantize_per_tensor"]; -"168 dequantize_per_tensor_default_10" [id=168, type="dequantize_per_tensor"]; -"169 adaptive_avg_pool2d_1" [id=169, type="adaptive_avg_pool2d"]; -"170 conv2d_13" [id=170, type=conv2d]; -"171 relu_1" [id=171, type=relu]; -"172 conv2d_14" [id=172, type=conv2d]; -"173 hardsigmoid_1" [id=173, type=hardsigmoid]; -"174 quantize_per_tensor_default_11" [id=174, type="quantize_per_tensor"]; -"175 dequantize_per_tensor_default_11" [id=175, type="dequantize_per_tensor"]; -"176 mul_1" [id=176, type=mul]; -"177 quantize_per_tensor_default_12" [id=177, type="quantize_per_tensor"]; -"178 dequantize_per_tensor_default_12" [id=178, type="dequantize_per_tensor"]; -"179 features_4_block_3_0_weight_bias" [id=179, type="get_attr"]; -"180 scale_updated_constant11" [id=180, type="get_attr"]; -"181 compressed_weight_updated_constant11" [id=181, type="get_attr"]; -"182 mul_tensor_11" [id=182, type=mul]; -"183 zero_point_updated_constant11" [id=183, type="get_attr"]; -"184 sub_tensor_11" [id=184, type=sub]; -"185 conv2d_15" [id=185, type=conv2d]; -"186 quantize_per_tensor_default_13" [id=186, type="quantize_per_tensor"]; -"187 dequantize_per_tensor_default_13" [id=187, type="dequantize_per_tensor"]; -"188 features_5_block_0_0_weight_bias" [id=188, type="get_attr"]; -"189 scale_updated_constant12" [id=189, type="get_attr"]; -"190 compressed_weight_updated_constant12" [id=190, type="get_attr"]; -"191 mul_tensor_12" [id=191, type=mul]; -"192 zero_point_updated_constant12" [id=192, type="get_attr"]; -"193 sub_tensor_12" [id=193, type=sub]; -"194 conv2d_16" [id=194, type=conv2d]; -"195 hardswish__3_scale_0" [id=195, type="get_attr"]; -"196 hardswish__3_zero_point_0" [id=196, type="get_attr"]; -"197 hardswish__3" [id=197, type="hardswish_"]; -"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 features_5_block_1_0_weight_bias" [id=200, type="get_attr"]; -"201 scale_updated_constant13" [id=201, type="get_attr"]; -"202 compressed_weight_updated_constant13" [id=202, type="get_attr"]; -"203 mul_tensor_13" [id=203, type=mul]; -"204 zero_point_updated_constant13" [id=204, type="get_attr"]; -"205 sub_tensor_13" [id=205, type=sub]; -"206 conv2d_17" [id=206, type=conv2d]; -"207 hardswish__4" [id=207, type="hardswish_"]; -"208 quantize_per_tensor_default_14" [id=208, type="quantize_per_tensor"]; -"209 dequantize_per_tensor_default_14" [id=209, type="dequantize_per_tensor"]; -"210 adaptive_avg_pool2d_2" [id=210, type="adaptive_avg_pool2d"]; -"211 conv2d_18" [id=211, type=conv2d]; -"212 relu_2" [id=212, type=relu]; -"213 conv2d_19" [id=213, type=conv2d]; -"214 hardsigmoid_2" [id=214, type=hardsigmoid]; -"215 quantize_per_tensor_default_15" [id=215, type="quantize_per_tensor"]; -"216 dequantize_per_tensor_default_15" [id=216, type="dequantize_per_tensor"]; -"217 mul_2" [id=217, type=mul]; -"218 quantize_per_tensor_default_16" [id=218, type="quantize_per_tensor"]; -"219 dequantize_per_tensor_default_16" [id=219, type="dequantize_per_tensor"]; -"220 features_5_block_3_0_weight_bias" [id=220, type="get_attr"]; -"221 scale_updated_constant14" [id=221, type="get_attr"]; -"222 compressed_weight_updated_constant14" [id=222, type="get_attr"]; -"223 mul_tensor_14" [id=223, type=mul]; -"224 zero_point_updated_constant14" [id=224, type="get_attr"]; -"225 sub_tensor_14" [id=225, type=sub]; -"226 conv2d_20" [id=226, type=conv2d]; -"227 quantize_per_tensor_default_17" [id=227, type="quantize_per_tensor"]; -"228 dequantize_per_tensor_default_17" [id=228, type="dequantize_per_tensor"]; -"229 add__1" [id=229, type="add_"]; -"230 quantize_per_tensor_default_18" [id=230, type="quantize_per_tensor"]; -"231 dequantize_per_tensor_default_18" [id=231, type="dequantize_per_tensor"]; -"232 features_6_block_0_0_weight_bias" [id=232, type="get_attr"]; -"233 scale_updated_constant15" [id=233, type="get_attr"]; -"234 compressed_weight_updated_constant15" [id=234, type="get_attr"]; -"235 mul_tensor_15" [id=235, type=mul]; -"236 zero_point_updated_constant15" [id=236, type="get_attr"]; -"237 sub_tensor_15" [id=237, type=sub]; -"238 conv2d_21" [id=238, type=conv2d]; -"239 hardswish__5_scale_0" [id=239, type="get_attr"]; -"240 hardswish__5_zero_point_0" [id=240, type="get_attr"]; -"241 hardswish__5" [id=241, type="hardswish_"]; -"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 features_6_block_1_0_weight_bias" [id=244, type="get_attr"]; -"245 scale_updated_constant16" [id=245, type="get_attr"]; -"246 compressed_weight_updated_constant16" [id=246, type="get_attr"]; -"247 mul_tensor_16" [id=247, type=mul]; -"248 zero_point_updated_constant16" [id=248, type="get_attr"]; -"249 sub_tensor_16" [id=249, type=sub]; -"250 conv2d_22" [id=250, type=conv2d]; -"251 hardswish__6" [id=251, type="hardswish_"]; -"252 quantize_per_tensor_default_19" [id=252, type="quantize_per_tensor"]; -"253 dequantize_per_tensor_default_19" [id=253, type="dequantize_per_tensor"]; -"254 adaptive_avg_pool2d_3" [id=254, type="adaptive_avg_pool2d"]; -"255 conv2d_23" [id=255, type=conv2d]; -"256 relu_3" [id=256, type=relu]; -"257 conv2d_24" [id=257, type=conv2d]; -"258 hardsigmoid_3" [id=258, type=hardsigmoid]; -"259 quantize_per_tensor_default_20" [id=259, type="quantize_per_tensor"]; -"260 dequantize_per_tensor_default_20" [id=260, type="dequantize_per_tensor"]; -"261 mul_3" [id=261, type=mul]; -"262 quantize_per_tensor_default_21" [id=262, type="quantize_per_tensor"]; -"263 dequantize_per_tensor_default_21" [id=263, type="dequantize_per_tensor"]; -"264 features_6_block_3_0_weight_bias" [id=264, type="get_attr"]; -"265 scale_updated_constant17" [id=265, type="get_attr"]; -"266 compressed_weight_updated_constant17" [id=266, type="get_attr"]; -"267 mul_tensor_17" [id=267, type=mul]; -"268 zero_point_updated_constant17" [id=268, type="get_attr"]; -"269 sub_tensor_17" [id=269, type=sub]; -"270 conv2d_25" [id=270, type=conv2d]; -"271 quantize_per_tensor_default_22" [id=271, type="quantize_per_tensor"]; -"272 dequantize_per_tensor_default_22" [id=272, type="dequantize_per_tensor"]; -"273 add__2" [id=273, type="add_"]; -"274 quantize_per_tensor_default_23" [id=274, type="quantize_per_tensor"]; -"275 dequantize_per_tensor_default_23" [id=275, type="dequantize_per_tensor"]; -"276 features_7_block_0_0_weight_bias" [id=276, type="get_attr"]; -"277 scale_updated_constant18" [id=277, type="get_attr"]; -"278 compressed_weight_updated_constant18" [id=278, type="get_attr"]; -"279 mul_tensor_18" [id=279, type=mul]; -"280 zero_point_updated_constant18" [id=280, type="get_attr"]; -"281 sub_tensor_18" [id=281, type=sub]; -"282 conv2d_26" [id=282, type=conv2d]; -"283 hardswish__7_scale_0" [id=283, type="get_attr"]; -"284 hardswish__7_zero_point_0" [id=284, type="get_attr"]; -"285 hardswish__7" [id=285, type="hardswish_"]; -"286 quantize_per_channel_default_25" [id=286, type="quantize_per_channel"]; -"287 dequantize_per_channel_default_25" [id=287, type="dequantize_per_channel"]; -"288 features_7_block_1_0_weight_bias" [id=288, type="get_attr"]; -"289 scale_updated_constant19" [id=289, type="get_attr"]; -"290 compressed_weight_updated_constant19" [id=290, type="get_attr"]; -"291 mul_tensor_19" [id=291, type=mul]; -"292 zero_point_updated_constant19" [id=292, type="get_attr"]; -"293 sub_tensor_19" [id=293, type=sub]; -"294 conv2d_27" [id=294, type=conv2d]; -"295 hardswish__8" [id=295, type="hardswish_"]; -"296 quantize_per_tensor_default_24" [id=296, type="quantize_per_tensor"]; -"297 dequantize_per_tensor_default_24" [id=297, type="dequantize_per_tensor"]; -"298 adaptive_avg_pool2d_4" [id=298, type="adaptive_avg_pool2d"]; -"299 conv2d_28" [id=299, type=conv2d]; -"300 relu_4" [id=300, type=relu]; -"301 conv2d_29" [id=301, type=conv2d]; -"302 hardsigmoid_4" [id=302, type=hardsigmoid]; -"303 quantize_per_tensor_default_25" [id=303, type="quantize_per_tensor"]; -"304 dequantize_per_tensor_default_25" [id=304, type="dequantize_per_tensor"]; -"305 mul_4" [id=305, type=mul]; -"306 quantize_per_tensor_default_26" [id=306, type="quantize_per_tensor"]; -"307 dequantize_per_tensor_default_26" [id=307, type="dequantize_per_tensor"]; -"308 features_7_block_3_0_weight_bias" [id=308, type="get_attr"]; -"309 scale_updated_constant20" [id=309, type="get_attr"]; -"310 compressed_weight_updated_constant20" [id=310, type="get_attr"]; -"311 mul_tensor_20" [id=311, type=mul]; -"312 zero_point_updated_constant20" [id=312, type="get_attr"]; -"313 sub_tensor_20" [id=313, type=sub]; -"314 conv2d_30" [id=314, type=conv2d]; -"315 quantize_per_tensor_default_27" [id=315, type="quantize_per_tensor"]; -"316 dequantize_per_tensor_default_27" [id=316, type="dequantize_per_tensor"]; -"317 features_8_block_0_0_weight_bias" [id=317, type="get_attr"]; -"318 scale_updated_constant21" [id=318, type="get_attr"]; -"319 compressed_weight_updated_constant21" [id=319, type="get_attr"]; -"320 mul_tensor_21" [id=320, type=mul]; -"321 zero_point_updated_constant21" [id=321, type="get_attr"]; -"322 sub_tensor_21" [id=322, type=sub]; -"323 conv2d_31" [id=323, type=conv2d]; -"324 hardswish__9_scale_0" [id=324, type="get_attr"]; -"325 hardswish__9_zero_point_0" [id=325, type="get_attr"]; -"326 hardswish__9" [id=326, type="hardswish_"]; -"327 quantize_per_channel_default_29" [id=327, type="quantize_per_channel"]; -"328 dequantize_per_channel_default_29" [id=328, type="dequantize_per_channel"]; -"329 features_8_block_1_0_weight_bias" [id=329, type="get_attr"]; -"330 scale_updated_constant22" [id=330, type="get_attr"]; -"331 compressed_weight_updated_constant22" [id=331, type="get_attr"]; -"332 mul_tensor_22" [id=332, type=mul]; -"333 zero_point_updated_constant22" [id=333, type="get_attr"]; -"334 sub_tensor_22" [id=334, type=sub]; -"335 conv2d_32" [id=335, type=conv2d]; -"336 hardswish__10" [id=336, type="hardswish_"]; -"337 quantize_per_tensor_default_28" [id=337, type="quantize_per_tensor"]; -"338 dequantize_per_tensor_default_28" [id=338, type="dequantize_per_tensor"]; -"339 adaptive_avg_pool2d_5" [id=339, type="adaptive_avg_pool2d"]; -"340 conv2d_33" [id=340, type=conv2d]; -"341 relu_5" [id=341, type=relu]; -"342 conv2d_34" [id=342, type=conv2d]; -"343 hardsigmoid_5" [id=343, type=hardsigmoid]; -"344 quantize_per_tensor_default_29" [id=344, type="quantize_per_tensor"]; -"345 dequantize_per_tensor_default_29" [id=345, type="dequantize_per_tensor"]; -"346 mul_5" [id=346, type=mul]; -"347 quantize_per_tensor_default_30" [id=347, type="quantize_per_tensor"]; -"348 dequantize_per_tensor_default_30" [id=348, type="dequantize_per_tensor"]; -"349 features_8_block_3_0_weight_bias" [id=349, type="get_attr"]; -"350 scale_updated_constant23" [id=350, type="get_attr"]; -"351 compressed_weight_updated_constant23" [id=351, type="get_attr"]; -"352 mul_tensor_23" [id=352, type=mul]; -"353 zero_point_updated_constant23" [id=353, type="get_attr"]; -"354 sub_tensor_23" [id=354, type=sub]; -"355 conv2d_35" [id=355, type=conv2d]; -"356 quantize_per_tensor_default_31" [id=356, type="quantize_per_tensor"]; -"357 dequantize_per_tensor_default_31" [id=357, type="dequantize_per_tensor"]; -"358 add__3" [id=358, 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linear" [id=509, type=linear]; -"510 hardswish__18" [id=510, type="hardswish_"]; -"511 quantize_per_tensor_default_49" [id=511, type="quantize_per_tensor"]; -"512 dequantize_per_tensor_default_49" [id=512, type="dequantize_per_tensor"]; -"513 dropout_" [id=513, type="dropout_"]; -"514 scale_updated_constant35" [id=514, type="get_attr"]; -"515 compressed_weight_updated_constant35" [id=515, type="get_attr"]; -"516 mul_tensor_35" [id=516, type=mul]; -"517 zero_point_updated_constant35" [id=517, type="get_attr"]; -"518 sub_tensor_35" [id=518, type=sub]; -"519 linear_1" [id=519, type=linear]; -"520 output" [id=520, type=output]; -"0 features_1_block_1_fc1_weight" -> "64 conv2d_2" [style=solid, label="(8, 16, 1, 1)"]; -"1 features_1_block_1_fc1_bias" -> "64 conv2d_2" [style=solid, label="(8,)"]; -"2 features_1_block_1_fc2_weight" -> "66 conv2d_3" [style=solid, label="(16, 8, 1, 1)"]; -"3 features_1_block_1_fc2_bias" -> "66 conv2d_3" [style=solid, label="(16,)"]; -"4 features_4_block_2_fc1_weight" -> "170 conv2d_13" [style=solid, label="(24, 96, 1, 1)"]; -"5 features_4_block_2_fc1_bias" -> "170 conv2d_13" [style=solid, label="(24,)"]; -"6 features_4_block_2_fc2_weight" -> "172 conv2d_14" [style=solid, label="(96, 24, 1, 1)"]; -"7 features_4_block_2_fc2_bias" -> "172 conv2d_14" [style=solid, label="(96,)"]; -"8 features_5_block_2_fc1_weight" -> "211 conv2d_18" [style=solid, label="(64, 240, 1, 1)"]; -"9 features_5_block_2_fc1_bias" -> "211 conv2d_18" [style=solid, label="(64,)"]; -"10 features_5_block_2_fc2_weight" -> "213 conv2d_19" [style=solid, label="(240, 64, 1, 1)"]; -"11 features_5_block_2_fc2_bias" -> "213 conv2d_19" [style=solid, label="(240,)"]; -"12 features_6_block_2_fc1_weight" -> "255 conv2d_23" [style=solid, label="(64, 240, 1, 1)"]; -"13 features_6_block_2_fc1_bias" -> "255 conv2d_23" [style=solid, label="(64,)"]; -"14 features_6_block_2_fc2_weight" -> "257 conv2d_24" [style=solid, label="(240, 64, 1, 1)"]; -"15 features_6_block_2_fc2_bias" -> "257 conv2d_24" [style=solid, label="(240,)"]; -"16 features_7_block_2_fc1_weight" -> "299 conv2d_28" [style=solid, label="(32, 120, 1, 1)"]; -"17 features_7_block_2_fc1_bias" -> "299 conv2d_28" [style=solid, label="(32,)"]; -"18 features_7_block_2_fc2_weight" -> "301 conv2d_29" [style=solid, label="(120, 32, 1, 1)"]; -"19 features_7_block_2_fc2_bias" -> "301 conv2d_29" [style=solid, label="(120,)"]; -"20 features_8_block_2_fc1_weight" -> "340 conv2d_33" [style=solid, label="(40, 144, 1, 1)"]; -"21 features_8_block_2_fc1_bias" -> "340 conv2d_33" [style=solid, label="(40,)"]; -"22 features_8_block_2_fc2_weight" -> "342 conv2d_34" [style=solid, label="(144, 40, 1, 1)"]; -"23 features_8_block_2_fc2_bias" -> "342 conv2d_34" [style=solid, label="(144,)"]; -"24 features_9_block_2_fc1_weight" -> "384 conv2d_38" [style=solid, label="(72, 288, 1, 1)"]; -"25 features_9_block_2_fc1_bias" -> "384 conv2d_38" [style=solid, label="(72,)"]; -"26 features_9_block_2_fc2_weight" -> "386 conv2d_39" [style=solid, label="(288, 72, 1, 1)"]; -"27 features_9_block_2_fc2_bias" -> "386 conv2d_39" [style=solid, label="(288,)"]; -"28 features_10_block_2_fc1_weight" -> "425 conv2d_43" [style=solid, label="(144, 576, 1, 1)"]; -"29 features_10_block_2_fc1_bias" -> "425 conv2d_43" [style=solid, label="(144,)"]; -"30 features_10_block_2_fc2_weight" -> "427 conv2d_44" [style=solid, label="(576, 144, 1, 1)"]; -"31 features_10_block_2_fc2_bias" -> "427 conv2d_44" [style=solid, label="(576,)"]; -"32 features_11_block_2_fc1_weight" -> "469 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; -"33 features_11_block_2_fc1_bias" -> "469 conv2d_48" [style=solid, label="(144,)"]; -"34 features_11_block_2_fc2_weight" -> "471 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; -"35 features_11_block_2_fc2_bias" -> "471 conv2d_49" [style=solid, label="(576,)"]; -"36 classifier_0_bias" -> "509 linear" [style=solid, label="(1024,)"]; -"37 classifier_3_bias" -> "519 linear_1" [style=solid, label="(1000,)"]; +"62 dequantize_per_tensor_default_51" [id=62, type="dequantize_per_tensor"]; +"63 dequantize_per_tensor_default_50" [id=63, type="dequantize_per_tensor"]; +"64 adaptive_avg_pool2d" [id=64, type="adaptive_avg_pool2d"]; +"65 conv2d_2" [id=65, type=conv2d]; +"66 relu" [id=66, type=relu]; +"67 conv2d_3" [id=67, type=conv2d]; +"68 hardsigmoid" [id=68, type=hardsigmoid]; +"69 quantize_per_tensor_default_2" [id=69, type="quantize_per_tensor"]; +"70 dequantize_per_tensor_default_2" [id=70, type="dequantize_per_tensor"]; +"71 mul" [id=71, type=mul]; +"72 quantize_per_tensor_default_3" [id=72, type="quantize_per_tensor"]; +"73 dequantize_per_tensor_default_3" [id=73, type="dequantize_per_tensor"]; +"74 features_1_block_2_0_weight_bias" [id=74, type="get_attr"]; +"75 scale_updated_constant2" [id=75, type="get_attr"]; +"76 compressed_weight_updated_constant2" [id=76, type="get_attr"]; +"77 mul_tensor_2" [id=77, type=mul]; +"78 zero_point_updated_constant2" [id=78, type="get_attr"]; +"79 sub_tensor_2" [id=79, type=sub]; +"80 conv2d_4" [id=80, type=conv2d]; +"81 quantize_per_tensor_default_4" [id=81, type="quantize_per_tensor"]; +"82 dequantize_per_tensor_default_4" [id=82, type="dequantize_per_tensor"]; +"83 features_2_block_0_0_weight_bias" [id=83, type="get_attr"]; +"84 scale_updated_constant3" [id=84, type="get_attr"]; +"85 compressed_weight_updated_constant3" [id=85, type="get_attr"]; +"86 mul_tensor_3" [id=86, type=mul]; +"87 zero_point_updated_constant3" [id=87, type="get_attr"]; +"88 sub_tensor_3" [id=88, type=sub]; +"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"]; 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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_7" [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_8" [id=145, type="dequantize_per_tensor"]; +"146 add_" [id=146, type="add_"]; +"147 quantize_per_tensor_default_9" [id=147, 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dequantize_per_tensor_default_12" [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_57" [id=190, type="dequantize_per_tensor"]; +"191 dequantize_per_tensor_default_56" [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_59" [id=213, type="dequantize_per_tensor"]; +"214 dequantize_per_tensor_default_58" [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_15" [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_16" [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_17" [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_61" [id=236, type="dequantize_per_tensor"]; +"237 dequantize_per_tensor_default_60" [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_63" [id=259, type="dequantize_per_tensor"]; +"260 dequantize_per_tensor_default_62" [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_20" [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_21" [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_22" [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_23" [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_65" [id=304, type="dequantize_per_tensor"]; +"305 dequantize_per_tensor_default_64" [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_25" [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_26" [id=315, type="dequantize_per_tensor"]; +"316 features_7_block_3_0_weight_bias" [id=316, type="get_attr"]; +"317 scale_updated_constant20" [id=317, type="get_attr"]; +"318 compressed_weight_updated_constant20" [id=318, type="get_attr"]; +"319 mul_tensor_20" [id=319, type=mul]; +"320 zero_point_updated_constant20" [id=320, type="get_attr"]; +"321 sub_tensor_20" [id=321, type=sub]; +"322 conv2d_30" [id=322, type=conv2d]; +"323 quantize_per_tensor_default_27" [id=323, type="quantize_per_tensor"]; +"324 dequantize_per_tensor_default_67" [id=324, type="dequantize_per_tensor"]; +"325 dequantize_per_tensor_default_66" [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_69" [id=347, type="dequantize_per_tensor"]; +"348 dequantize_per_tensor_default_68" [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_29" [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_30" [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_31" [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_32" [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_71" [id=392, type="dequantize_per_tensor"]; +"393 dequantize_per_tensor_default_70" [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_34" [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_35" [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_73" [id=412, type="dequantize_per_tensor"]; +"413 dequantize_per_tensor_default_72" [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_75" [id=435, type="dequantize_per_tensor"]; +"436 dequantize_per_tensor_default_74" [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_38" [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_39" [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_40" [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_77" [id=458, type="dequantize_per_tensor"]; +"459 dequantize_per_tensor_default_76" [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_79" [id=481, type="dequantize_per_tensor"]; +"482 dequantize_per_tensor_default_78" [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_43" [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_44" [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_45" [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_46" [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_47" [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_48" [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_49" [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" [style=solid, label="(8, 16, 1, 1)"]; +"1 features_1_block_1_fc1_bias" -> "65 conv2d_2" [style=solid, label="(8,)"]; +"2 features_1_block_1_fc2_weight" -> "67 conv2d_3" [style=solid, label="(16, 8, 1, 1)"]; +"3 features_1_block_1_fc2_bias" -> "67 conv2d_3" [style=solid, label="(16,)"]; +"4 features_4_block_2_fc1_weight" -> "173 conv2d_13" [style=solid, label="(24, 96, 1, 1)"]; +"5 features_4_block_2_fc1_bias" -> "173 conv2d_13" [style=solid, label="(24,)"]; +"6 features_4_block_2_fc2_weight" -> "175 conv2d_14" [style=solid, label="(96, 24, 1, 1)"]; +"7 features_4_block_2_fc2_bias" -> "175 conv2d_14" [style=solid, label="(96,)"]; +"8 features_5_block_2_fc1_weight" -> "216 conv2d_18" [style=solid, label="(64, 240, 1, 1)"]; +"9 features_5_block_2_fc1_bias" -> "216 conv2d_18" [style=solid, label="(64,)"]; +"10 features_5_block_2_fc2_weight" -> "218 conv2d_19" [style=solid, label="(240, 64, 1, 1)"]; +"11 features_5_block_2_fc2_bias" -> "218 conv2d_19" [style=solid, label="(240,)"]; +"12 features_6_block_2_fc1_weight" -> "262 conv2d_23" [style=solid, label="(64, 240, 1, 1)"]; +"13 features_6_block_2_fc1_bias" -> "262 conv2d_23" [style=solid, label="(64,)"]; +"14 features_6_block_2_fc2_weight" -> "264 conv2d_24" [style=solid, label="(240, 64, 1, 1)"]; +"15 features_6_block_2_fc2_bias" -> "264 conv2d_24" [style=solid, label="(240,)"]; +"16 features_7_block_2_fc1_weight" -> "307 conv2d_28" [style=solid, label="(32, 120, 1, 1)"]; +"17 features_7_block_2_fc1_bias" -> "307 conv2d_28" [style=solid, label="(32,)"]; +"18 features_7_block_2_fc2_weight" -> "309 conv2d_29" [style=solid, label="(120, 32, 1, 1)"]; +"19 features_7_block_2_fc2_bias" -> "309 conv2d_29" [style=solid, label="(120,)"]; +"20 features_8_block_2_fc1_weight" -> "350 conv2d_33" [style=solid, label="(40, 144, 1, 1)"]; +"21 features_8_block_2_fc1_bias" -> "350 conv2d_33" [style=solid, label="(40,)"]; +"22 features_8_block_2_fc2_weight" -> "352 conv2d_34" [style=solid, label="(144, 40, 1, 1)"]; +"23 features_8_block_2_fc2_bias" -> "352 conv2d_34" [style=solid, label="(144,)"]; +"24 features_9_block_2_fc1_weight" -> "395 conv2d_38" [style=solid, label="(72, 288, 1, 1)"]; +"25 features_9_block_2_fc1_bias" -> "395 conv2d_38" [style=solid, label="(72,)"]; +"26 features_9_block_2_fc2_weight" -> "397 conv2d_39" [style=solid, label="(288, 72, 1, 1)"]; +"27 features_9_block_2_fc2_bias" -> "397 conv2d_39" [style=solid, label="(288,)"]; +"28 features_10_block_2_fc1_weight" -> "438 conv2d_43" [style=solid, label="(144, 576, 1, 1)"]; +"29 features_10_block_2_fc1_bias" -> "438 conv2d_43" [style=solid, label="(144,)"]; +"30 features_10_block_2_fc2_weight" -> "440 conv2d_44" [style=solid, label="(576, 144, 1, 1)"]; +"31 features_10_block_2_fc2_bias" -> "440 conv2d_44" [style=solid, label="(576,)"]; +"32 features_11_block_2_fc1_weight" -> "484 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; +"33 features_11_block_2_fc1_bias" -> "484 conv2d_48" [style=solid, label="(144,)"]; +"34 features_11_block_2_fc2_weight" -> "486 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; +"35 features_11_block_2_fc2_bias" -> "486 conv2d_49" [style=solid, label="(576,)"]; +"36 classifier_0_bias" -> "524 linear" [style=solid, label="(1024,)"]; +"37 classifier_3_bias" -> "534 linear_1" [style=solid, label="(1000,)"]; "38 x" -> "39 quantize_per_tensor_default" [style=solid, label="(1, 3, -1, -1)"]; "39 quantize_per_tensor_default" -> "40 dequantize_per_tensor_default" [style=solid, label="(1, 3, -1, -1)"]; "40 dequantize_per_tensor_default" -> "47 conv2d" [style=solid, label="(1, 3, -1, -1)"]; @@ -583,498 +598,513 @@ strict digraph { "58 sub_tensor_1" -> "59 conv2d_1" [style=solid, label="(16, 1, 3, 3)"]; "59 conv2d_1" -> "60 relu_" [style=solid, label="(1, 16, -1, -1)"]; "60 relu_" -> "61 quantize_per_tensor_default_1" [style=solid, label="(1, 16, -1, -1)"]; -"61 quantize_per_tensor_default_1" -> "62 dequantize_per_tensor_default_1" [style=solid, label="(1, 16, -1, -1)"]; -"62 dequantize_per_tensor_default_1" -> "63 adaptive_avg_pool2d" [style=solid, label="(1, 16, -1, -1)"]; -"62 dequantize_per_tensor_default_1" -> "70 mul" [style=solid, label="(1, 16, -1, -1)"]; -"63 adaptive_avg_pool2d" -> "64 conv2d_2" [style=solid, label="(1, 16, 1, 1)"]; -"64 conv2d_2" -> "65 relu" [style=solid, label="(1, 8, 1, 1)"]; -"65 relu" -> "66 conv2d_3" [style=solid, label="(1, 8, 1, 1)"]; -"66 conv2d_3" -> "67 hardsigmoid" [style=solid, label="(1, 16, 1, 1)"]; -"67 hardsigmoid" -> "68 quantize_per_tensor_default_2" [style=solid, label="(1, 16, 1, 1)"]; -"68 quantize_per_tensor_default_2" -> "69 dequantize_per_tensor_default_2" [style=solid, label="(1, 16, 1, 1)"]; -"69 dequantize_per_tensor_default_2" -> "70 mul" [style=solid, label="(1, 16, 1, 1)"]; -"70 mul" -> "71 quantize_per_tensor_default_3" [style=solid, label="(1, 16, -1, -1)"]; -"71 quantize_per_tensor_default_3" -> "72 dequantize_per_tensor_default_3" [style=solid, label="(1, 16, -1, -1)"]; -"72 dequantize_per_tensor_default_3" -> "79 conv2d_4" [style=solid, label="(1, 16, -1, -1)"]; -"73 features_1_block_2_0_weight_bias" -> "79 conv2d_4" [style=solid, label="(16,)"]; -"74 scale_updated_constant2" -> "76 mul_tensor_2" [style=solid, label="(16, 1, 1, 1)"]; -"75 compressed_weight_updated_constant2" -> "76 mul_tensor_2" [style=solid, label="(16, 16, 1, 1)"]; -"76 mul_tensor_2" -> "78 sub_tensor_2" [style=solid, label="(16, 16, 1, 1)"]; -"77 zero_point_updated_constant2" -> "78 sub_tensor_2" [style=solid, label="(16, 1, 1, 1)"]; -"78 sub_tensor_2" -> "79 conv2d_4" [style=solid, label="(16, 16, 1, 1)"]; -"79 conv2d_4" -> "80 quantize_per_tensor_default_4" [style=solid, label="(1, 16, -1, -1)"]; -"80 quantize_per_tensor_default_4" -> "81 dequantize_per_tensor_default_4" [style=solid, label="(1, 16, -1, -1)"]; -"81 dequantize_per_tensor_default_4" -> "88 conv2d_5" [style=solid, label="(1, 16, -1, -1)"]; -"82 features_2_block_0_0_weight_bias" -> "88 conv2d_5" [style=solid, label="(72,)"]; -"83 scale_updated_constant3" -> "85 mul_tensor_3" [style=solid, label="(72, 1, 1, 1)"]; -"84 compressed_weight_updated_constant3" -> "85 mul_tensor_3" [style=solid, label="(72, 16, 1, 1)"]; -"85 mul_tensor_3" -> "87 sub_tensor_3" [style=solid, label="(72, 16, 1, 1)"]; -"86 zero_point_updated_constant3" -> "87 sub_tensor_3" [style=solid, label="(72, 1, 1, 1)"]; -"87 sub_tensor_3" -> "88 conv2d_5" [style=solid, label="(72, 16, 1, 1)"]; -"88 conv2d_5" -> "91 relu__1" [style=solid, label="(1, 72, -1, -1)"]; -"89 relu__1_scale_0" -> "92 quantize_per_channel_default_5" [style=solid, label="(72,)"]; -"89 relu__1_scale_0" -> "93 dequantize_per_channel_default_5" [style=solid, label="(72,)"]; -"90 relu__1_zero_point_0" -> "92 quantize_per_channel_default_5" [style=solid, label="(72,)"]; -"90 relu__1_zero_point_0" -> "93 dequantize_per_channel_default_5" [style=solid, label="(72,)"]; -"91 relu__1" -> "92 quantize_per_channel_default_5" [style=solid, label="(1, 72, -1, -1)"]; -"92 quantize_per_channel_default_5" -> "93 dequantize_per_channel_default_5" [style=solid, label="(1, 72, -1, -1)"]; -"93 dequantize_per_channel_default_5" -> "100 conv2d_6" [style=solid, label="(1, 72, -1, -1)"]; -"94 features_2_block_1_0_weight_bias" -> "100 conv2d_6" [style=solid, label="(72,)"]; -"95 scale_updated_constant4" -> "97 mul_tensor_4" [style=solid, label="(72, 1, 1, 1)"]; -"96 compressed_weight_updated_constant4" -> "97 mul_tensor_4" [style=solid, label="(72, 1, 3, 3)"]; -"97 mul_tensor_4" -> "99 sub_tensor_4" [style=solid, label="(72, 1, 3, 3)"]; -"98 zero_point_updated_constant4" -> "99 sub_tensor_4" [style=solid, label="(72, 1, 1, 1)"]; -"99 sub_tensor_4" -> "100 conv2d_6" [style=solid, label="(72, 1, 3, 3)"]; -"100 conv2d_6" -> "101 relu__2" [style=solid, label="(1, 72, -1, -1)"]; -"101 relu__2" -> "102 quantize_per_tensor_default_5" [style=solid, label="(1, 72, -1, -1)"]; -"102 quantize_per_tensor_default_5" -> "103 dequantize_per_tensor_default_5" [style=solid, label="(1, 72, -1, -1)"]; -"103 dequantize_per_tensor_default_5" -> "110 conv2d_7" [style=solid, label="(1, 72, -1, -1)"]; -"104 features_2_block_2_0_weight_bias" -> "110 conv2d_7" [style=solid, label="(24,)"]; -"105 scale_updated_constant5" -> "107 mul_tensor_5" [style=solid, label="(24, 1, 1, 1)"]; -"106 compressed_weight_updated_constant5" -> "107 mul_tensor_5" [style=solid, label="(24, 72, 1, 1)"]; -"107 mul_tensor_5" -> "109 sub_tensor_5" [style=solid, label="(24, 72, 1, 1)"]; -"108 zero_point_updated_constant5" -> "109 sub_tensor_5" [style=solid, label="(24, 1, 1, 1)"]; -"109 sub_tensor_5" -> "110 conv2d_7" [style=solid, label="(24, 72, 1, 1)"]; -"110 conv2d_7" -> "111 quantize_per_tensor_default_6" [style=solid, label="(1, 24, -1, -1)"]; -"111 quantize_per_tensor_default_6" -> "112 dequantize_per_tensor_default_6" [style=solid, label="(1, 24, -1, -1)"]; -"112 dequantize_per_tensor_default_6" -> "119 conv2d_8" [style=solid, label="(1, 24, -1, -1)"]; -"112 dequantize_per_tensor_default_6" -> "144 add_" [style=solid, label="(1, 24, -1, -1)"]; -"113 features_3_block_0_0_weight_bias" -> "119 conv2d_8" [style=solid, label="(88,)"]; -"114 scale_updated_constant6" -> "116 mul_tensor_6" [style=solid, label="(88, 1, 1, 1)"]; -"115 compressed_weight_updated_constant6" -> "116 mul_tensor_6" [style=solid, label="(88, 24, 1, 1)"]; -"116 mul_tensor_6" -> "118 sub_tensor_6" [style=solid, label="(88, 24, 1, 1)"]; -"117 zero_point_updated_constant6" -> "118 sub_tensor_6" [style=solid, label="(88, 1, 1, 1)"]; -"118 sub_tensor_6" -> "119 conv2d_8" [style=solid, label="(88, 24, 1, 1)"]; -"119 conv2d_8" -> "122 relu__3" [style=solid, label="(1, 88, -1, -1)"]; -"120 relu__3_scale_0" -> "123 quantize_per_channel_default_9" [style=solid, label="(88,)"]; -"120 relu__3_scale_0" -> "124 dequantize_per_channel_default_9" [style=solid, label="(88,)"]; -"121 relu__3_zero_point_0" -> "123 quantize_per_channel_default_9" [style=solid, label="(88,)"]; -"121 relu__3_zero_point_0" -> "124 dequantize_per_channel_default_9" [style=solid, label="(88,)"]; -"122 relu__3" -> "123 quantize_per_channel_default_9" [style=solid, label="(1, 88, -1, -1)"]; -"123 quantize_per_channel_default_9" -> "124 dequantize_per_channel_default_9" [style=solid, label="(1, 88, -1, -1)"]; -"124 dequantize_per_channel_default_9" -> "131 conv2d_9" [style=solid, label="(1, 88, -1, -1)"]; -"125 features_3_block_1_0_weight_bias" -> "131 conv2d_9" [style=solid, label="(88,)"]; -"126 scale_updated_constant7" -> "128 mul_tensor_7" [style=solid, label="(88, 1, 1, 1)"]; 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mul_8" -> "491 quantize_per_tensor_default_44" [style=solid, label="(1, 576, -1, -1)"]; +"491 quantize_per_tensor_default_44" -> "492 dequantize_per_tensor_default_44" [style=solid, label="(1, 576, -1, -1)"]; +"492 dequantize_per_tensor_default_44" -> "499 conv2d_50" [style=solid, label="(1, 576, -1, -1)"]; +"493 features_11_block_3_0_weight_bias" -> "499 conv2d_50" [style=solid, label="(96,)"]; +"494 scale_updated_constant32" -> "496 mul_tensor_32" [style=solid, label="(96, 1, 1, 1)"]; +"495 compressed_weight_updated_constant32" -> "496 mul_tensor_32" [style=solid, label="(96, 576, 1, 1)"]; +"496 mul_tensor_32" -> "498 sub_tensor_32" [style=solid, label="(96, 576, 1, 1)"]; +"497 zero_point_updated_constant32" -> "498 sub_tensor_32" [style=solid, label="(96, 1, 1, 1)"]; +"498 sub_tensor_32" -> "499 conv2d_50" [style=solid, label="(96, 576, 1, 1)"]; +"499 conv2d_50" -> "500 quantize_per_tensor_default_45" [style=solid, label="(1, 96, -1, -1)"]; +"500 quantize_per_tensor_default_45" -> "501 dequantize_per_tensor_default_45" [style=solid, label="(1, 96, -1, -1)"]; +"501 dequantize_per_tensor_default_45" -> "502 add__5" [style=solid, label="(1, 96, -1, -1)"]; +"502 add__5" -> "503 quantize_per_tensor_default_46" [style=solid, label="(1, 96, -1, -1)"]; +"503 quantize_per_tensor_default_46" -> "504 dequantize_per_tensor_default_46" [style=solid, label="(1, 96, -1, -1)"]; +"504 dequantize_per_tensor_default_46" -> "511 conv2d_51" [style=solid, label="(1, 96, -1, -1)"]; +"505 features_12_0_weight_bias" -> "511 conv2d_51" [style=solid, label="(576,)"]; +"506 scale_updated_constant33" -> "508 mul_tensor_33" [style=solid, label="(576, 1, 1, 1)"]; +"507 compressed_weight_updated_constant33" -> "508 mul_tensor_33" [style=solid, label="(576, 96, 1, 1)"]; +"508 mul_tensor_33" -> "510 sub_tensor_33" [style=solid, label="(576, 96, 1, 1)"]; +"509 zero_point_updated_constant33" -> "510 sub_tensor_33" [style=solid, label="(576, 1, 1, 1)"]; +"510 sub_tensor_33" -> "511 conv2d_51" [style=solid, label="(576, 96, 1, 1)"]; +"511 conv2d_51" -> "512 hardswish__17" [style=solid, label="(1, 576, -1, -1)"]; +"512 hardswish__17" -> "513 quantize_per_tensor_default_47" [style=solid, label="(1, 576, -1, -1)"]; +"513 quantize_per_tensor_default_47" -> "514 dequantize_per_tensor_default_47" [style=solid, label="(1, 576, -1, -1)"]; +"514 dequantize_per_tensor_default_47" -> "515 adaptive_avg_pool2d_9" [style=solid, label="(1, 576, -1, -1)"]; +"515 adaptive_avg_pool2d_9" -> "516 quantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"516 quantize_per_tensor_default_48" -> "517 dequantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"517 dequantize_per_tensor_default_48" -> "518 flatten" [style=solid, label="(1, 576, 1, 1)"]; +"518 flatten" -> "524 linear" [style=solid, label="(1, 576)"]; +"519 scale_updated_constant34" -> "521 mul_tensor_34" [style=solid, label="(1024, 1)"]; +"520 compressed_weight_updated_constant34" -> "521 mul_tensor_34" [style=solid, label="(1024, 576)"]; +"521 mul_tensor_34" -> "523 sub_tensor_34" [style=solid, label="(1024, 576)"]; +"522 zero_point_updated_constant34" -> "523 sub_tensor_34" [style=solid, label="(1024, 1)"]; +"523 sub_tensor_34" -> "524 linear" [style=solid, label="(1024, 576)"]; +"524 linear" -> "525 hardswish__18" [style=solid, label="(1, 1024)"]; +"525 hardswish__18" -> "526 quantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"526 quantize_per_tensor_default_49" -> "527 dequantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"527 dequantize_per_tensor_default_49" -> "528 dropout_" [style=solid, label="(1, 1024)"]; +"528 dropout_" -> "534 linear_1" [style=solid, label="(1, 1024)"]; +"529 scale_updated_constant35" -> "531 mul_tensor_35" [style=solid, label="(1000, 1)"]; +"530 compressed_weight_updated_constant35" -> "531 mul_tensor_35" [style=solid, label="(1000, 1024)"]; +"531 mul_tensor_35" -> "533 sub_tensor_35" [style=solid, label="(1000, 1024)"]; +"532 zero_point_updated_constant35" -> "533 sub_tensor_35" [style=solid, label="(1000, 1)"]; +"533 sub_tensor_35" -> "534 linear_1" [style=solid, label="(1000, 1024)"]; +"534 linear_1" -> "535 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/resnet18.dot b/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/resnet18.dot index 82189f02134..c97958409ac 100644 --- a/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/resnet18.dot +++ b/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/resnet18.dot @@ -36,207 +36,214 @@ strict digraph { "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_4" [id=37, type="dequantize_per_tensor"]; -"38 layer1_1_conv1_weight_bias" [id=38, type="get_attr"]; -"39 scale_updated_constant3" [id=39, type="get_attr"]; -"40 compressed_weight_updated_constant3" [id=40, type="get_attr"]; -"41 mul_tensor_3" [id=41, type=mul]; -"42 zero_point_updated_constant3" [id=42, type="get_attr"]; -"43 sub_tensor_3" [id=43, type=sub]; -"44 conv2d_3" [id=44, type=conv2d]; -"45 relu__3" [id=45, type="relu_"]; -"46 quantize_per_tensor_default_5" [id=46, type="quantize_per_tensor"]; -"47 dequantize_per_tensor_default_5" [id=47, type="dequantize_per_tensor"]; -"48 layer1_1_conv2_weight_bias" [id=48, type="get_attr"]; -"49 scale_updated_constant4" [id=49, type="get_attr"]; -"50 compressed_weight_updated_constant4" [id=50, type="get_attr"]; -"51 mul_tensor_4" [id=51, type=mul]; -"52 zero_point_updated_constant4" [id=52, type="get_attr"]; -"53 sub_tensor_4" [id=53, type=sub]; -"54 conv2d_4" [id=54, type=conv2d]; -"55 quantize_per_tensor_default_6" [id=55, type="quantize_per_tensor"]; -"56 dequantize_per_tensor_default_6" [id=56, type="dequantize_per_tensor"]; -"57 add__1" [id=57, type="add_"]; -"58 relu__4" [id=58, type="relu_"]; -"59 quantize_per_tensor_default_7" [id=59, type="quantize_per_tensor"]; -"60 dequantize_per_tensor_default_7" [id=60, type="dequantize_per_tensor"]; -"61 layer2_0_conv1_weight_bias" [id=61, type="get_attr"]; -"62 scale_updated_constant5" [id=62, type="get_attr"]; -"63 compressed_weight_updated_constant5" [id=63, type="get_attr"]; -"64 mul_tensor_5" [id=64, type=mul]; -"65 zero_point_updated_constant5" [id=65, type="get_attr"]; -"66 sub_tensor_5" [id=66, type=sub]; -"67 conv2d_5" [id=67, type=conv2d]; -"68 relu__5" [id=68, type="relu_"]; -"69 quantize_per_tensor_default_8" [id=69, type="quantize_per_tensor"]; -"70 dequantize_per_tensor_default_8" [id=70, type="dequantize_per_tensor"]; -"71 layer2_0_conv2_weight_bias" [id=71, type="get_attr"]; -"72 scale_updated_constant6" [id=72, type="get_attr"]; -"73 compressed_weight_updated_constant6" [id=73, type="get_attr"]; -"74 mul_tensor_6" [id=74, type=mul]; -"75 zero_point_updated_constant6" [id=75, type="get_attr"]; -"76 sub_tensor_6" [id=76, type=sub]; -"77 conv2d_6" [id=77, type=conv2d]; -"78 quantize_per_tensor_default_9" [id=78, type="quantize_per_tensor"]; -"79 dequantize_per_tensor_default_9" [id=79, type="dequantize_per_tensor"]; -"80 layer2_0_downsample_0_weight_bias" [id=80, type="get_attr"]; -"81 scale_updated_constant7" [id=81, type="get_attr"]; -"82 compressed_weight_updated_constant7" [id=82, type="get_attr"]; -"83 mul_tensor_7" [id=83, type=mul]; -"84 zero_point_updated_constant7" [id=84, type="get_attr"]; -"85 sub_tensor_7" [id=85, type=sub]; -"86 conv2d_7" [id=86, type=conv2d]; -"87 quantize_per_tensor_default_10" [id=87, type="quantize_per_tensor"]; -"88 dequantize_per_tensor_default_10" [id=88, type="dequantize_per_tensor"]; -"89 add__2" [id=89, type="add_"]; -"90 relu__6" [id=90, type="relu_"]; -"91 quantize_per_tensor_default_11" [id=91, type="quantize_per_tensor"]; -"92 dequantize_per_tensor_default_11" [id=92, type="dequantize_per_tensor"]; -"93 layer2_1_conv1_weight_bias" [id=93, type="get_attr"]; -"94 scale_updated_constant8" [id=94, type="get_attr"]; -"95 compressed_weight_updated_constant8" [id=95, type="get_attr"]; -"96 mul_tensor_8" [id=96, type=mul]; -"97 zero_point_updated_constant8" [id=97, type="get_attr"]; -"98 sub_tensor_8" [id=98, type=sub]; -"99 conv2d_8" [id=99, type=conv2d]; -"100 relu__7" [id=100, type="relu_"]; -"101 quantize_per_tensor_default_12" [id=101, type="quantize_per_tensor"]; -"102 dequantize_per_tensor_default_12" [id=102, type="dequantize_per_tensor"]; -"103 layer2_1_conv2_weight_bias" [id=103, type="get_attr"]; -"104 scale_updated_constant9" [id=104, type="get_attr"]; -"105 compressed_weight_updated_constant9" [id=105, type="get_attr"]; -"106 mul_tensor_9" [id=106, type=mul]; -"107 zero_point_updated_constant9" [id=107, type="get_attr"]; -"108 sub_tensor_9" [id=108, type=sub]; -"109 conv2d_9" [id=109, type=conv2d]; -"110 quantize_per_tensor_default_13" [id=110, type="quantize_per_tensor"]; -"111 dequantize_per_tensor_default_13" [id=111, type="dequantize_per_tensor"]; -"112 add__3" [id=112, type="add_"]; -"113 relu__8" [id=113, type="relu_"]; -"114 quantize_per_tensor_default_14" [id=114, type="quantize_per_tensor"]; -"115 dequantize_per_tensor_default_14" [id=115, type="dequantize_per_tensor"]; -"116 layer3_0_conv1_weight_bias" [id=116, type="get_attr"]; -"117 scale_updated_constant10" [id=117, type="get_attr"]; -"118 compressed_weight_updated_constant10" [id=118, type="get_attr"]; -"119 mul_tensor_10" [id=119, type=mul]; -"120 zero_point_updated_constant10" [id=120, type="get_attr"]; -"121 sub_tensor_10" [id=121, type=sub]; -"122 conv2d_10" [id=122, type=conv2d]; -"123 relu__9" [id=123, type="relu_"]; -"124 quantize_per_tensor_default_15" [id=124, type="quantize_per_tensor"]; -"125 dequantize_per_tensor_default_15" [id=125, type="dequantize_per_tensor"]; -"126 layer3_0_conv2_weight_bias" [id=126, type="get_attr"]; -"127 scale_updated_constant11" [id=127, type="get_attr"]; -"128 compressed_weight_updated_constant11" [id=128, type="get_attr"]; -"129 mul_tensor_11" [id=129, type=mul]; -"130 zero_point_updated_constant11" [id=130, type="get_attr"]; -"131 sub_tensor_11" [id=131, type=sub]; -"132 conv2d_11" [id=132, type=conv2d]; -"133 quantize_per_tensor_default_16" [id=133, type="quantize_per_tensor"]; -"134 dequantize_per_tensor_default_16" [id=134, type="dequantize_per_tensor"]; -"135 layer3_0_downsample_0_weight_bias" [id=135, type="get_attr"]; -"136 scale_updated_constant12" [id=136, type="get_attr"]; -"137 compressed_weight_updated_constant12" [id=137, type="get_attr"]; -"138 mul_tensor_12" [id=138, type=mul]; -"139 zero_point_updated_constant12" [id=139, type="get_attr"]; -"140 sub_tensor_12" [id=140, type=sub]; -"141 conv2d_12" [id=141, type=conv2d]; -"142 quantize_per_tensor_default_17" [id=142, type="quantize_per_tensor"]; -"143 dequantize_per_tensor_default_17" [id=143, type="dequantize_per_tensor"]; -"144 add__4" [id=144, type="add_"]; -"145 relu__10" [id=145, type="relu_"]; -"146 quantize_per_tensor_default_18" [id=146, type="quantize_per_tensor"]; -"147 dequantize_per_tensor_default_18" [id=147, type="dequantize_per_tensor"]; -"148 layer3_1_conv1_weight_bias" [id=148, type="get_attr"]; -"149 scale_updated_constant13" [id=149, type="get_attr"]; -"150 compressed_weight_updated_constant13" [id=150, type="get_attr"]; -"151 mul_tensor_13" [id=151, type=mul]; -"152 zero_point_updated_constant13" [id=152, type="get_attr"]; -"153 sub_tensor_13" [id=153, type=sub]; -"154 conv2d_13" [id=154, type=conv2d]; -"155 relu__11" [id=155, type="relu_"]; -"156 quantize_per_tensor_default_19" [id=156, type="quantize_per_tensor"]; -"157 dequantize_per_tensor_default_19" [id=157, type="dequantize_per_tensor"]; -"158 layer3_1_conv2_weight_bias" [id=158, type="get_attr"]; -"159 scale_updated_constant14" [id=159, type="get_attr"]; -"160 compressed_weight_updated_constant14" [id=160, type="get_attr"]; -"161 mul_tensor_14" [id=161, type=mul]; -"162 zero_point_updated_constant14" [id=162, type="get_attr"]; -"163 sub_tensor_14" [id=163, type=sub]; -"164 conv2d_14" [id=164, type=conv2d]; -"165 quantize_per_tensor_default_20" [id=165, type="quantize_per_tensor"]; -"166 dequantize_per_tensor_default_20" [id=166, type="dequantize_per_tensor"]; -"167 add__5" [id=167, type="add_"]; -"168 relu__12" [id=168, type="relu_"]; -"169 quantize_per_tensor_default_21" [id=169, type="quantize_per_tensor"]; -"170 dequantize_per_tensor_default_21" [id=170, type="dequantize_per_tensor"]; -"171 layer4_0_conv1_weight_bias" [id=171, type="get_attr"]; -"172 scale_updated_constant15" [id=172, type="get_attr"]; -"173 compressed_weight_updated_constant15" [id=173, type="get_attr"]; -"174 mul_tensor_15" [id=174, type=mul]; -"175 zero_point_updated_constant15" [id=175, type="get_attr"]; -"176 sub_tensor_15" [id=176, type=sub]; -"177 conv2d_15" [id=177, type=conv2d]; -"178 relu__13" [id=178, type="relu_"]; -"179 quantize_per_tensor_default_22" [id=179, type="quantize_per_tensor"]; -"180 dequantize_per_tensor_default_22" [id=180, type="dequantize_per_tensor"]; -"181 layer4_0_conv2_weight_bias" [id=181, type="get_attr"]; -"182 scale_updated_constant16" [id=182, type="get_attr"]; -"183 compressed_weight_updated_constant16" [id=183, type="get_attr"]; -"184 mul_tensor_16" [id=184, type=mul]; -"185 zero_point_updated_constant16" [id=185, type="get_attr"]; -"186 sub_tensor_16" [id=186, type=sub]; -"187 conv2d_16" [id=187, type=conv2d]; -"188 quantize_per_tensor_default_23" [id=188, type="quantize_per_tensor"]; -"189 dequantize_per_tensor_default_23" [id=189, type="dequantize_per_tensor"]; -"190 layer4_0_downsample_0_weight_bias" [id=190, type="get_attr"]; -"191 scale_updated_constant17" [id=191, type="get_attr"]; -"192 compressed_weight_updated_constant17" [id=192, type="get_attr"]; -"193 mul_tensor_17" [id=193, type=mul]; -"194 zero_point_updated_constant17" [id=194, type="get_attr"]; -"195 sub_tensor_17" [id=195, type=sub]; -"196 conv2d_17" [id=196, type=conv2d]; -"197 quantize_per_tensor_default_24" [id=197, type="quantize_per_tensor"]; -"198 dequantize_per_tensor_default_24" [id=198, type="dequantize_per_tensor"]; -"199 add__6" [id=199, type="add_"]; -"200 relu__14" [id=200, type="relu_"]; -"201 quantize_per_tensor_default_25" [id=201, type="quantize_per_tensor"]; -"202 dequantize_per_tensor_default_25" [id=202, type="dequantize_per_tensor"]; -"203 layer4_1_conv1_weight_bias" [id=203, type="get_attr"]; -"204 scale_updated_constant18" [id=204, type="get_attr"]; -"205 compressed_weight_updated_constant18" [id=205, type="get_attr"]; -"206 mul_tensor_18" [id=206, type=mul]; -"207 zero_point_updated_constant18" [id=207, type="get_attr"]; -"208 sub_tensor_18" [id=208, type=sub]; -"209 conv2d_18" [id=209, type=conv2d]; -"210 relu__15" [id=210, type="relu_"]; -"211 quantize_per_tensor_default_26" [id=211, type="quantize_per_tensor"]; -"212 dequantize_per_tensor_default_26" [id=212, type="dequantize_per_tensor"]; -"213 layer4_1_conv2_weight_bias" [id=213, type="get_attr"]; -"214 scale_updated_constant19" [id=214, type="get_attr"]; -"215 compressed_weight_updated_constant19" [id=215, type="get_attr"]; -"216 mul_tensor_19" [id=216, type=mul]; -"217 zero_point_updated_constant19" [id=217, type="get_attr"]; -"218 sub_tensor_19" [id=218, type=sub]; -"219 conv2d_19" [id=219, type=conv2d]; -"220 quantize_per_tensor_default_27" [id=220, type="quantize_per_tensor"]; -"221 dequantize_per_tensor_default_27" [id=221, type="dequantize_per_tensor"]; -"222 add__7" [id=222, type="add_"]; -"223 relu__16" [id=223, type="relu_"]; -"224 quantize_per_tensor_default_28" [id=224, type="quantize_per_tensor"]; -"225 dequantize_per_tensor_default_28" [id=225, type="dequantize_per_tensor"]; -"226 adaptive_avg_pool2d" [id=226, type="adaptive_avg_pool2d"]; -"227 quantize_per_tensor_default_29" [id=227, type="quantize_per_tensor"]; -"228 dequantize_per_tensor_default_29" [id=228, type="dequantize_per_tensor"]; -"229 flatten" [id=229, type=flatten]; -"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 linear" [id=235, type=linear]; -"236 output" [id=236, type=output]; -"0 fc_bias" -> "235 linear" [style=solid, label="(1000,)"]; +"37 dequantize_per_tensor_default_31" [id=37, type="dequantize_per_tensor"]; +"38 dequantize_per_tensor_default_30" [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_5" [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_6" [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_33" [id=61, type="dequantize_per_tensor"]; +"62 dequantize_per_tensor_default_32" [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_8" [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_9" [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_10" [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_35" [id=94, type="dequantize_per_tensor"]; +"95 dequantize_per_tensor_default_34" [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 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compressed_weight_updated_constant8" -> "99 mul_tensor_8" [style=solid, label="(128, 128, 3, 3)"]; +"99 mul_tensor_8" -> "101 sub_tensor_8" [style=solid, label="(128, 128, 3, 3)"]; +"100 zero_point_updated_constant8" -> "101 sub_tensor_8" [style=solid, label="(128, 1, 1, 1)"]; +"101 sub_tensor_8" -> "102 conv2d_8" [style=solid, label="(128, 128, 3, 3)"]; +"102 conv2d_8" -> "103 relu__7" [style=solid, label="(1, 128, -1, -1)"]; +"103 relu__7" -> "104 quantize_per_tensor_default_12" [style=solid, label="(1, 128, -1, -1)"]; +"104 quantize_per_tensor_default_12" -> "105 dequantize_per_tensor_default_12" [style=solid, label="(1, 128, -1, -1)"]; +"105 dequantize_per_tensor_default_12" -> "112 conv2d_9" [style=solid, label="(1, 128, -1, -1)"]; +"106 layer2_1_conv2_weight_bias" -> "112 conv2d_9" [style=solid, label="(128,)"]; +"107 scale_updated_constant9" -> "109 mul_tensor_9" [style=solid, label="(128, 1, 1, 1)"]; +"108 compressed_weight_updated_constant9" -> "109 mul_tensor_9" [style=solid, label="(128, 128, 3, 3)"]; +"109 mul_tensor_9" -> "111 sub_tensor_9" [style=solid, label="(128, 128, 3, 3)"]; +"110 zero_point_updated_constant9" -> "111 sub_tensor_9" [style=solid, label="(128, 1, 1, 1)"]; +"111 sub_tensor_9" -> "112 conv2d_9" [style=solid, label="(128, 128, 3, 3)"]; +"112 conv2d_9" -> "113 quantize_per_tensor_default_13" [style=solid, label="(1, 128, -1, -1)"]; +"113 quantize_per_tensor_default_13" -> "114 dequantize_per_tensor_default_13" [style=solid, label="(1, 128, -1, -1)"]; +"114 dequantize_per_tensor_default_13" -> "115 add__3" [style=solid, label="(1, 128, -1, -1)"]; +"115 add__3" -> "116 relu__8" [style=solid, label="(1, 128, -1, -1)"]; +"116 relu__8" -> "117 quantize_per_tensor_default_14" [style=solid, label="(1, 128, -1, -1)"]; +"117 quantize_per_tensor_default_14" -> "118 dequantize_per_tensor_default_37" [style=solid, label="(1, 128, -1, -1)"]; +"117 quantize_per_tensor_default_14" -> "119 dequantize_per_tensor_default_36" [style=solid, label="(1, 128, -1, -1)"]; +"118 dequantize_per_tensor_default_37" -> "145 conv2d_12" [style=solid, label="(1, 128, -1, -1)"]; +"119 dequantize_per_tensor_default_36" -> "126 conv2d_10" [style=solid, label="(1, 128, -1, -1)"]; +"120 layer3_0_conv1_weight_bias" -> "126 conv2d_10" [style=solid, label="(256,)"]; +"121 scale_updated_constant10" -> "123 mul_tensor_10" [style=solid, label="(256, 1, 1, 1)"]; +"122 compressed_weight_updated_constant10" -> "123 mul_tensor_10" [style=solid, label="(256, 128, 3, 3)"]; +"123 mul_tensor_10" -> "125 sub_tensor_10" [style=solid, label="(256, 128, 3, 3)"]; +"124 zero_point_updated_constant10" -> "125 sub_tensor_10" [style=solid, label="(256, 1, 1, 1)"]; +"125 sub_tensor_10" -> "126 conv2d_10" [style=solid, label="(256, 128, 3, 3)"]; +"126 conv2d_10" -> "127 relu__9" [style=solid, label="(1, 256, -1, -1)"]; +"127 relu__9" -> "128 quantize_per_tensor_default_15" [style=solid, label="(1, 256, -1, -1)"]; +"128 quantize_per_tensor_default_15" -> "129 dequantize_per_tensor_default_15" [style=solid, label="(1, 256, -1, -1)"]; +"129 dequantize_per_tensor_default_15" -> "136 conv2d_11" [style=solid, label="(1, 256, -1, -1)"]; +"130 layer3_0_conv2_weight_bias" -> "136 conv2d_11" [style=solid, label="(256,)"]; +"131 scale_updated_constant11" -> "133 mul_tensor_11" [style=solid, label="(256, 1, 1, 1)"]; +"132 compressed_weight_updated_constant11" -> "133 mul_tensor_11" [style=solid, label="(256, 256, 3, 3)"]; +"133 mul_tensor_11" -> "135 sub_tensor_11" [style=solid, label="(256, 256, 3, 3)"]; +"134 zero_point_updated_constant11" -> "135 sub_tensor_11" [style=solid, label="(256, 1, 1, 1)"]; +"135 sub_tensor_11" -> "136 conv2d_11" [style=solid, label="(256, 256, 3, 3)"]; +"136 conv2d_11" -> "137 quantize_per_tensor_default_16" [style=solid, label="(1, 256, -1, -1)"]; +"137 quantize_per_tensor_default_16" -> "138 dequantize_per_tensor_default_16" [style=solid, label="(1, 256, -1, -1)"]; +"138 dequantize_per_tensor_default_16" -> "148 add__4" [style=solid, label="(1, 256, -1, -1)"]; +"139 layer3_0_downsample_0_weight_bias" -> "145 conv2d_12" [style=solid, label="(256,)"]; +"140 scale_updated_constant12" -> "142 mul_tensor_12" [style=solid, label="(256, 1, 1, 1)"]; +"141 compressed_weight_updated_constant12" -> "142 mul_tensor_12" [style=solid, label="(256, 128, 1, 1)"]; +"142 mul_tensor_12" -> "144 sub_tensor_12" [style=solid, label="(256, 128, 1, 1)"]; +"143 zero_point_updated_constant12" -> "144 sub_tensor_12" [style=solid, label="(256, 1, 1, 1)"]; +"144 sub_tensor_12" -> "145 conv2d_12" [style=solid, label="(256, 128, 1, 1)"]; +"145 conv2d_12" -> "146 quantize_per_tensor_default_17" [style=solid, label="(1, 256, -1, -1)"]; +"146 quantize_per_tensor_default_17" -> "147 dequantize_per_tensor_default_17" [style=solid, label="(1, 256, -1, -1)"]; +"147 dequantize_per_tensor_default_17" -> "148 add__4" [style=solid, label="(1, 256, -1, -1)"]; +"148 add__4" -> "149 relu__10" [style=solid, label="(1, 256, -1, -1)"]; +"149 relu__10" -> "150 quantize_per_tensor_default_18" [style=solid, label="(1, 256, -1, -1)"]; +"150 quantize_per_tensor_default_18" -> "151 dequantize_per_tensor_default_39" [style=solid, label="(1, 256, -1, -1)"]; +"150 quantize_per_tensor_default_18" -> "152 dequantize_per_tensor_default_38" [style=solid, label="(1, 256, -1, -1)"]; +"151 dequantize_per_tensor_default_39" -> "159 conv2d_13" [style=solid, label="(1, 256, -1, -1)"]; +"152 dequantize_per_tensor_default_38" -> "172 add__5" [style=solid, label="(1, 256, -1, -1)"]; +"153 layer3_1_conv1_weight_bias" -> "159 conv2d_13" [style=solid, label="(256,)"]; +"154 scale_updated_constant13" -> "156 mul_tensor_13" [style=solid, label="(256, 1, 1, 1)"]; +"155 compressed_weight_updated_constant13" -> "156 mul_tensor_13" [style=solid, label="(256, 256, 3, 3)"]; +"156 mul_tensor_13" -> "158 sub_tensor_13" [style=solid, label="(256, 256, 3, 3)"]; +"157 zero_point_updated_constant13" -> "158 sub_tensor_13" [style=solid, label="(256, 1, 1, 1)"]; +"158 sub_tensor_13" -> "159 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; +"159 conv2d_13" -> "160 relu__11" [style=solid, label="(1, 256, -1, -1)"]; +"160 relu__11" -> "161 quantize_per_tensor_default_19" [style=solid, label="(1, 256, -1, -1)"]; +"161 quantize_per_tensor_default_19" -> "162 dequantize_per_tensor_default_19" [style=solid, label="(1, 256, -1, -1)"]; +"162 dequantize_per_tensor_default_19" -> "169 conv2d_14" [style=solid, label="(1, 256, -1, -1)"]; +"163 layer3_1_conv2_weight_bias" -> "169 conv2d_14" [style=solid, label="(256,)"]; +"164 scale_updated_constant14" -> "166 mul_tensor_14" [style=solid, label="(256, 1, 1, 1)"]; +"165 compressed_weight_updated_constant14" -> "166 mul_tensor_14" [style=solid, label="(256, 256, 3, 3)"]; +"166 mul_tensor_14" -> "168 sub_tensor_14" [style=solid, label="(256, 256, 3, 3)"]; +"167 zero_point_updated_constant14" -> "168 sub_tensor_14" [style=solid, label="(256, 1, 1, 1)"]; +"168 sub_tensor_14" -> "169 conv2d_14" [style=solid, label="(256, 256, 3, 3)"]; +"169 conv2d_14" -> "170 quantize_per_tensor_default_20" [style=solid, label="(1, 256, -1, -1)"]; +"170 quantize_per_tensor_default_20" -> "171 dequantize_per_tensor_default_20" [style=solid, label="(1, 256, -1, -1)"]; +"171 dequantize_per_tensor_default_20" -> "172 add__5" [style=solid, label="(1, 256, -1, -1)"]; +"172 add__5" -> "173 relu__12" [style=solid, label="(1, 256, -1, -1)"]; +"173 relu__12" -> "174 quantize_per_tensor_default_21" [style=solid, label="(1, 256, -1, -1)"]; +"174 quantize_per_tensor_default_21" -> "175 dequantize_per_tensor_default_41" [style=solid, label="(1, 256, -1, -1)"]; +"174 quantize_per_tensor_default_21" -> "176 dequantize_per_tensor_default_40" [style=solid, label="(1, 256, -1, -1)"]; +"175 dequantize_per_tensor_default_41" -> "202 conv2d_17" [style=solid, label="(1, 256, -1, -1)"]; +"176 dequantize_per_tensor_default_40" -> "183 conv2d_15" [style=solid, label="(1, 256, -1, -1)"]; +"177 layer4_0_conv1_weight_bias" -> "183 conv2d_15" [style=solid, label="(512,)"]; +"178 scale_updated_constant15" -> "180 mul_tensor_15" [style=solid, label="(512, 1, 1, 1)"]; +"179 compressed_weight_updated_constant15" -> "180 mul_tensor_15" [style=solid, label="(512, 256, 3, 3)"]; +"180 mul_tensor_15" -> "182 sub_tensor_15" [style=solid, label="(512, 256, 3, 3)"]; +"181 zero_point_updated_constant15" -> "182 sub_tensor_15" [style=solid, label="(512, 1, 1, 1)"]; +"182 sub_tensor_15" -> "183 conv2d_15" [style=solid, label="(512, 256, 3, 3)"]; +"183 conv2d_15" -> "184 relu__13" [style=solid, label="(1, 512, -1, -1)"]; +"184 relu__13" -> "185 quantize_per_tensor_default_22" [style=solid, label="(1, 512, -1, -1)"]; +"185 quantize_per_tensor_default_22" -> "186 dequantize_per_tensor_default_22" [style=solid, label="(1, 512, -1, -1)"]; +"186 dequantize_per_tensor_default_22" -> "193 conv2d_16" [style=solid, label="(1, 512, -1, -1)"]; +"187 layer4_0_conv2_weight_bias" -> "193 conv2d_16" [style=solid, label="(512,)"]; +"188 scale_updated_constant16" -> "190 mul_tensor_16" [style=solid, label="(512, 1, 1, 1)"]; +"189 compressed_weight_updated_constant16" -> "190 mul_tensor_16" [style=solid, label="(512, 512, 3, 3)"]; +"190 mul_tensor_16" -> "192 sub_tensor_16" [style=solid, label="(512, 512, 3, 3)"]; +"191 zero_point_updated_constant16" -> "192 sub_tensor_16" [style=solid, label="(512, 1, 1, 1)"]; +"192 sub_tensor_16" -> "193 conv2d_16" [style=solid, label="(512, 512, 3, 3)"]; +"193 conv2d_16" -> "194 quantize_per_tensor_default_23" [style=solid, label="(1, 512, -1, -1)"]; +"194 quantize_per_tensor_default_23" -> "195 dequantize_per_tensor_default_23" [style=solid, label="(1, 512, -1, -1)"]; +"195 dequantize_per_tensor_default_23" -> "205 add__6" [style=solid, label="(1, 512, -1, -1)"]; +"196 layer4_0_downsample_0_weight_bias" -> "202 conv2d_17" [style=solid, label="(512,)"]; +"197 scale_updated_constant17" -> "199 mul_tensor_17" [style=solid, label="(512, 1, 1, 1)"]; +"198 compressed_weight_updated_constant17" -> "199 mul_tensor_17" [style=solid, label="(512, 256, 1, 1)"]; +"199 mul_tensor_17" -> "201 sub_tensor_17" [style=solid, label="(512, 256, 1, 1)"]; +"200 zero_point_updated_constant17" -> "201 sub_tensor_17" [style=solid, label="(512, 1, 1, 1)"]; +"201 sub_tensor_17" -> "202 conv2d_17" [style=solid, label="(512, 256, 1, 1)"]; +"202 conv2d_17" -> "203 quantize_per_tensor_default_24" [style=solid, label="(1, 512, -1, -1)"]; +"203 quantize_per_tensor_default_24" -> "204 dequantize_per_tensor_default_24" [style=solid, label="(1, 512, -1, -1)"]; +"204 dequantize_per_tensor_default_24" -> "205 add__6" [style=solid, label="(1, 512, -1, -1)"]; +"205 add__6" -> "206 relu__14" [style=solid, label="(1, 512, -1, -1)"]; +"206 relu__14" -> "207 quantize_per_tensor_default_25" [style=solid, label="(1, 512, -1, -1)"]; +"207 quantize_per_tensor_default_25" -> "208 dequantize_per_tensor_default_43" [style=solid, label="(1, 512, -1, -1)"]; +"207 quantize_per_tensor_default_25" -> "209 dequantize_per_tensor_default_42" [style=solid, label="(1, 512, -1, -1)"]; +"208 dequantize_per_tensor_default_43" -> "216 conv2d_18" [style=solid, label="(1, 512, -1, -1)"]; +"209 dequantize_per_tensor_default_42" -> "229 add__7" [style=solid, label="(1, 512, -1, -1)"]; +"210 layer4_1_conv1_weight_bias" -> "216 conv2d_18" [style=solid, label="(512,)"]; +"211 scale_updated_constant18" -> "213 mul_tensor_18" [style=solid, label="(512, 1, 1, 1)"]; +"212 compressed_weight_updated_constant18" -> "213 mul_tensor_18" [style=solid, label="(512, 512, 3, 3)"]; +"213 mul_tensor_18" -> "215 sub_tensor_18" [style=solid, label="(512, 512, 3, 3)"]; +"214 zero_point_updated_constant18" -> "215 sub_tensor_18" [style=solid, label="(512, 1, 1, 1)"]; +"215 sub_tensor_18" -> "216 conv2d_18" [style=solid, label="(512, 512, 3, 3)"]; +"216 conv2d_18" -> "217 relu__15" [style=solid, label="(1, 512, -1, -1)"]; +"217 relu__15" -> "218 quantize_per_tensor_default_26" [style=solid, label="(1, 512, -1, -1)"]; +"218 quantize_per_tensor_default_26" -> "219 dequantize_per_tensor_default_26" [style=solid, label="(1, 512, -1, -1)"]; +"219 dequantize_per_tensor_default_26" -> "226 conv2d_19" [style=solid, label="(1, 512, -1, -1)"]; +"220 layer4_1_conv2_weight_bias" -> "226 conv2d_19" [style=solid, label="(512,)"]; +"221 scale_updated_constant19" -> "223 mul_tensor_19" [style=solid, label="(512, 1, 1, 1)"]; +"222 compressed_weight_updated_constant19" -> "223 mul_tensor_19" [style=solid, label="(512, 512, 3, 3)"]; +"223 mul_tensor_19" -> "225 sub_tensor_19" [style=solid, label="(512, 512, 3, 3)"]; +"224 zero_point_updated_constant19" -> "225 sub_tensor_19" [style=solid, label="(512, 1, 1, 1)"]; +"225 sub_tensor_19" -> "226 conv2d_19" [style=solid, label="(512, 512, 3, 3)"]; +"226 conv2d_19" -> "227 quantize_per_tensor_default_27" [style=solid, label="(1, 512, -1, -1)"]; +"227 quantize_per_tensor_default_27" -> "228 dequantize_per_tensor_default_27" [style=solid, label="(1, 512, -1, -1)"]; +"228 dequantize_per_tensor_default_27" -> "229 add__7" [style=solid, label="(1, 512, -1, -1)"]; +"229 add__7" -> "230 relu__16" [style=solid, label="(1, 512, -1, -1)"]; +"230 relu__16" -> "231 quantize_per_tensor_default_28" [style=solid, label="(1, 512, -1, -1)"]; +"231 quantize_per_tensor_default_28" -> "232 dequantize_per_tensor_default_28" [style=solid, label="(1, 512, -1, -1)"]; +"232 dequantize_per_tensor_default_28" -> "233 adaptive_avg_pool2d" [style=solid, label="(1, 512, -1, -1)"]; +"233 adaptive_avg_pool2d" -> "234 quantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"234 quantize_per_tensor_default_29" -> "235 dequantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"235 dequantize_per_tensor_default_29" -> "236 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"236 flatten" -> "242 linear" [style=solid, label="(1, 512)"]; +"237 scale_updated_constant20" -> "239 mul_tensor_20" [style=solid, label="(1000, 1)"]; +"238 compressed_weight_updated_constant20" -> "239 mul_tensor_20" [style=solid, label="(1000, 512)"]; +"239 mul_tensor_20" -> "241 sub_tensor_20" [style=solid, label="(1000, 512)"]; +"240 zero_point_updated_constant20" -> "241 sub_tensor_20" [style=solid, label="(1000, 1)"]; +"241 sub_tensor_20" -> "242 linear" [style=solid, label="(1000, 512)"]; +"242 linear" -> "243 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/synthetic_transformer.dot b/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/synthetic_transformer.dot index 203957cc259..6083af92733 100644 --- a/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/synthetic_transformer.dot +++ b/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/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_default" [id=6, type="quantize_per_tensor"]; +"7 dequantize_per_tensor_default" [id=7, type="dequantize_per_tensor"]; +"8 scale_updated_constant0" [id=8, type="get_attr"]; +"9 compressed_weight_updated_constant0" [id=9, type="get_attr"]; "10 mul_tensor" [id=10, type=mul]; -"11 zero_point_updated_constant0" [id=11, type=get_attr]; +"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_default_1" [id=15, type="quantize_per_tensor"]; +"16 dequantize_per_tensor_default_1" [id=16, type="dequantize_per_tensor"]; +"17 scale_updated_constant1" [id=17, type="get_attr"]; +"18 compressed_weight_updated_constant1" [id=18, type="get_attr"]; "19 mul_tensor_1" [id=19, type=mul]; -"20 zero_point_updated_constant1" [id=20, type=get_attr]; +"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="(-1,)", style=solid]; -"4 embedding" -> "5 embedding_0_0_nncf_smooth_quant_0" [label="(-1, 5)", style=solid]; -"5 embedding_0_0_nncf_smooth_quant_0" -> "6 quantize_per_tensor_default" [label="(-1, 5)", style=solid]; -"6 quantize_per_tensor_default" -> "7 dequantize_per_tensor_default" [label="(-1, 5)", style=solid]; -"7 dequantize_per_tensor_default" -> "13 linear" [label="(-1, 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="(-1, 5)", style=solid]; -"14 linear_0_0_nncf_smooth_quant_0" -> "15 quantize_per_tensor_default_1" [label="(-1, 5)", style=solid]; -"15 quantize_per_tensor_default_1" -> "16 dequantize_per_tensor_default_1" [label="(-1, 5)", style=solid]; -"16 dequantize_per_tensor_default_1" -> "22 linear_1" [label="(-1, 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="(-1, 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="(-1,)"]; +"4 embedding" -> "5 embedding_0_0_nncf_smooth_quant_0" [style=solid, label="(-1, 5)"]; +"5 embedding_0_0_nncf_smooth_quant_0" -> "6 quantize_per_tensor_default" [style=solid, label="(-1, 5)"]; +"6 quantize_per_tensor_default" -> "7 dequantize_per_tensor_default" [style=solid, label="(-1, 5)"]; +"7 dequantize_per_tensor_default" -> "13 linear" [style=solid, label="(-1, 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="(-1, 5)"]; +"14 linear_0_0_nncf_smooth_quant_0" -> "15 quantize_per_tensor_default_1" [style=solid, label="(-1, 5)"]; +"15 quantize_per_tensor_default_1" -> "16 dequantize_per_tensor_default_1" [style=solid, label="(-1, 5)"]; +"16 dequantize_per_tensor_default_1" -> "22 linear_1" [style=solid, label="(-1, 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="(-1, 10)"]; } diff --git a/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/unet.dot b/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/unet.dot index f7bdaa3f021..6ad29de79b1 100644 --- a/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/unet.dot +++ b/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/unet.dot @@ -42,237 +42,241 @@ strict digraph { "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" [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_default_10" [id=52, type="quantize_per_tensor"]; -"53 dequantize_per_tensor_default_10" [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_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 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_default_11" [id=71, type="quantize_per_tensor"]; -"72 dequantize_per_tensor_default_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_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 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_default_12" [id=90, type="quantize_per_tensor"]; -"91 dequantize_per_tensor_default_12" [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_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 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_default_13" [id=109, type="quantize_per_tensor"]; -"110 dequantize_per_tensor_default_13" [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_default_14" [id=118, type="quantize_per_tensor"]; -"119 dequantize_per_tensor_default_14" [id=119, type="dequantize_per_tensor"]; -"120 scale_updated_constant10" [id=120, type="get_attr"]; -"121 compressed_weight_updated_constant10" [id=121, type="get_attr"]; -"122 mul_tensor_10" [id=122, type=mul]; -"123 zero_point_updated_constant10" [id=123, type="get_attr"]; -"124 sub_tensor_10" [id=124, type=sub]; -"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 scale_updated_constant11" [id=133, type="get_attr"]; -"134 compressed_weight_updated_constant11" [id=134, type="get_attr"]; -"135 mul_tensor_11" [id=135, type=mul]; -"136 zero_point_updated_constant11" [id=136, type="get_attr"]; -"137 sub_tensor_11" [id=137, type=sub]; -"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 scale_updated_constant12" [id=142, type="get_attr"]; -"143 compressed_weight_updated_constant12" [id=143, type="get_attr"]; -"144 mul_tensor_12" [id=144, type=mul]; -"145 zero_point_updated_constant12" [id=145, type="get_attr"]; -"146 sub_tensor_12" [id=146, type=sub]; -"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 scale_updated_constant13" [id=151, type="get_attr"]; -"152 compressed_weight_updated_constant13" [id=152, type="get_attr"]; -"153 mul_tensor_13" [id=153, type=mul]; -"154 zero_point_updated_constant13" [id=154, type="get_attr"]; -"155 sub_tensor_13" [id=155, type=sub]; -"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 scale_updated_constant14" [id=164, type="get_attr"]; -"165 compressed_weight_updated_constant14" [id=165, type="get_attr"]; -"166 mul_tensor_14" [id=166, type=mul]; -"167 zero_point_updated_constant14" [id=167, type="get_attr"]; -"168 sub_tensor_14" [id=168, type=sub]; -"169 conv2d_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 scale_updated_constant15" [id=173, type="get_attr"]; -"174 compressed_weight_updated_constant15" [id=174, type="get_attr"]; -"175 mul_tensor_15" [id=175, type=mul]; -"176 zero_point_updated_constant15" [id=176, type="get_attr"]; -"177 sub_tensor_15" [id=177, type=sub]; -"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 scale_updated_constant16" [id=182, type="get_attr"]; -"183 compressed_weight_updated_constant16" [id=183, type="get_attr"]; -"184 mul_tensor_16" [id=184, type=mul]; -"185 zero_point_updated_constant16" [id=185, type="get_attr"]; -"186 sub_tensor_16" [id=186, type=sub]; -"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 scale_updated_constant17" [id=195, type="get_attr"]; -"196 compressed_weight_updated_constant17" [id=196, type="get_attr"]; -"197 mul_tensor_17" [id=197, type=mul]; -"198 zero_point_updated_constant17" [id=198, type="get_attr"]; -"199 sub_tensor_17" [id=199, type=sub]; -"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 scale_updated_constant18" [id=204, type="get_attr"]; -"205 compressed_weight_updated_constant18" [id=205, type="get_attr"]; -"206 mul_tensor_18" [id=206, type=mul]; -"207 zero_point_updated_constant18" [id=207, type="get_attr"]; -"208 sub_tensor_18" [id=208, type=sub]; -"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 scale_updated_constant19" [id=213, type="get_attr"]; -"214 compressed_weight_updated_constant19" [id=214, type="get_attr"]; -"215 mul_tensor_19" [id=215, type=mul]; -"216 zero_point_updated_constant19" [id=216, type="get_attr"]; -"217 sub_tensor_19" [id=217, type=sub]; -"218 conv_transpose2d_3" [id=218, type="conv_transpose2d"]; -"219 quantize_per_tensor_default_1" [id=219, type="quantize_per_tensor"]; -"220 dequantize_per_tensor_default_1" [id=220, type="dequantize_per_tensor"]; -"221 slice_13" [id=221, type=slice]; -"222 slice_14" [id=222, type=slice]; -"223 slice_15" [id=223, type=slice]; -"224 slice_16" [id=224, type=slice]; -"225 cat_3" [id=225, type=cat]; -"226 scale_updated_constant20" [id=226, type="get_attr"]; -"227 compressed_weight_updated_constant20" [id=227, type="get_attr"]; -"228 mul_tensor_20" [id=228, type=mul]; -"229 zero_point_updated_constant20" [id=229, type="get_attr"]; -"230 sub_tensor_20" [id=230, type=sub]; -"231 conv2d_16" [id=231, type=conv2d]; -"232 relu_16" [id=232, type=relu]; -"233 quantize_per_tensor_default_21" [id=233, type="quantize_per_tensor"]; -"234 dequantize_per_tensor_default_21" [id=234, type="dequantize_per_tensor"]; -"235 scale_updated_constant21" [id=235, type="get_attr"]; -"236 compressed_weight_updated_constant21" [id=236, type="get_attr"]; -"237 mul_tensor_21" [id=237, type=mul]; -"238 zero_point_updated_constant21" [id=238, type="get_attr"]; -"239 sub_tensor_21" [id=239, type=sub]; -"240 conv2d_17" [id=240, type=conv2d]; -"241 relu_17" [id=241, type=relu]; -"242 quantize_per_tensor_default_22" [id=242, type="quantize_per_tensor"]; -"243 dequantize_per_tensor_default_22" [id=243, type="dequantize_per_tensor"]; -"244 scale_updated_constant22" [id=244, type="get_attr"]; -"245 compressed_weight_updated_constant22" [id=245, type="get_attr"]; -"246 mul_tensor_22" [id=246, type=mul]; -"247 zero_point_updated_constant22" [id=247, type="get_attr"]; -"248 sub_tensor_22" [id=248, type=sub]; -"249 conv2d_18" [id=249, type=conv2d]; -"250 output" [id=250, type=output]; +"43 dequantize_per_tensor_default_24" [id=43, type="dequantize_per_tensor"]; +"44 dequantize_per_tensor_default_23" [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_10" [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_26" [id=63, type="dequantize_per_tensor"]; +"64 dequantize_per_tensor_default_25" [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_11" [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_28" [id=83, type="dequantize_per_tensor"]; +"84 dequantize_per_tensor_default_27" [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_12" [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_30" [id=103, type="dequantize_per_tensor"]; +"104 dequantize_per_tensor_default_29" [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_13" [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_14" [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_6" [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_15" [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_16" [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_5" [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_17" [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_18" [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_2" [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_19" [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_20" [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_1" [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_21" [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_22" [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" [style=solid, label="(64,)"]; "1 down_path_0_block_3_bias" -> "40 conv2d_1" [style=solid, label="(64,)"]; -"2 down_path_1_block_0_bias" -> "50 conv2d_2" [style=solid, label="(128,)"]; -"3 down_path_1_block_3_bias" -> "59 conv2d_3" [style=solid, label="(128,)"]; -"4 down_path_2_block_0_bias" -> "69 conv2d_4" [style=solid, label="(256,)"]; -"5 down_path_2_block_3_bias" -> "78 conv2d_5" [style=solid, label="(256,)"]; -"6 down_path_3_block_0_bias" -> "88 conv2d_6" [style=solid, label="(512,)"]; -"7 down_path_3_block_3_bias" -> "97 conv2d_7" [style=solid, label="(512,)"]; -"8 down_path_4_block_0_bias" -> "107 conv2d_8" [style=solid, label="(1024,)"]; -"9 down_path_4_block_3_bias" -> "116 conv2d_9" [style=solid, label="(1024,)"]; -"10 up_path_0_up_bias" -> "125 conv_transpose2d" [style=solid, label="(512,)"]; -"11 up_path_0_conv_block_block_0_bias" -> "138 conv2d_10" [style=solid, label="(512,)"]; -"12 up_path_0_conv_block_block_3_bias" -> "147 conv2d_11" [style=solid, label="(512,)"]; -"13 up_path_1_up_bias" -> "156 conv_transpose2d_1" [style=solid, label="(256,)"]; -"14 up_path_1_conv_block_block_0_bias" -> "169 conv2d_12" [style=solid, label="(256,)"]; -"15 up_path_1_conv_block_block_3_bias" -> "178 conv2d_13" [style=solid, label="(256,)"]; -"16 up_path_2_up_bias" -> "187 conv_transpose2d_2" [style=solid, label="(128,)"]; -"17 up_path_2_conv_block_block_0_bias" -> "200 conv2d_14" [style=solid, label="(128,)"]; -"18 up_path_2_conv_block_block_3_bias" -> "209 conv2d_15" [style=solid, label="(128,)"]; -"19 up_path_3_up_bias" -> "218 conv_transpose2d_3" [style=solid, label="(64,)"]; -"20 up_path_3_conv_block_block_0_bias" -> "231 conv2d_16" [style=solid, label="(64,)"]; -"21 up_path_3_conv_block_block_3_bias" -> "240 conv2d_17" [style=solid, label="(64,)"]; -"22 last_bias" -> "249 conv2d_18" [style=solid, label="(12,)"]; +"2 down_path_1_block_0_bias" -> "51 conv2d_2" [style=solid, label="(128,)"]; +"3 down_path_1_block_3_bias" -> "60 conv2d_3" [style=solid, label="(128,)"]; +"4 down_path_2_block_0_bias" -> "71 conv2d_4" [style=solid, label="(256,)"]; +"5 down_path_2_block_3_bias" -> "80 conv2d_5" [style=solid, label="(256,)"]; +"6 down_path_3_block_0_bias" -> "91 conv2d_6" [style=solid, label="(512,)"]; +"7 down_path_3_block_3_bias" -> "100 conv2d_7" [style=solid, label="(512,)"]; +"8 down_path_4_block_0_bias" -> "111 conv2d_8" [style=solid, label="(1024,)"]; +"9 down_path_4_block_3_bias" -> "120 conv2d_9" [style=solid, label="(1024,)"]; +"10 up_path_0_up_bias" -> "129 conv_transpose2d" [style=solid, label="(512,)"]; +"11 up_path_0_conv_block_block_0_bias" -> "142 conv2d_10" [style=solid, label="(512,)"]; +"12 up_path_0_conv_block_block_3_bias" -> "151 conv2d_11" [style=solid, label="(512,)"]; +"13 up_path_1_up_bias" -> "160 conv_transpose2d_1" [style=solid, label="(256,)"]; +"14 up_path_1_conv_block_block_0_bias" -> "173 conv2d_12" [style=solid, label="(256,)"]; +"15 up_path_1_conv_block_block_3_bias" -> "182 conv2d_13" [style=solid, label="(256,)"]; +"16 up_path_2_up_bias" -> "191 conv_transpose2d_2" [style=solid, label="(128,)"]; +"17 up_path_2_conv_block_block_0_bias" -> "204 conv2d_14" [style=solid, label="(128,)"]; +"18 up_path_2_conv_block_block_3_bias" -> "213 conv2d_15" [style=solid, label="(128,)"]; +"19 up_path_3_up_bias" -> "222 conv_transpose2d_3" [style=solid, label="(64,)"]; +"20 up_path_3_conv_block_block_0_bias" -> "235 conv2d_16" [style=solid, label="(64,)"]; +"21 up_path_3_conv_block_block_3_bias" -> "244 conv2d_17" [style=solid, label="(64,)"]; +"22 last_bias" -> "253 conv2d_18" [style=solid, label="(12,)"]; "23 x" -> "24 quantize_per_tensor_default_8" [style=solid, label="(1, 3, 224, 224)"]; "24 quantize_per_tensor_default_8" -> "25 dequantize_per_tensor_default_8" [style=solid, label="(1, 3, 224, 224)"]; "25 dequantize_per_tensor_default_8" -> "31 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -292,216 +296,220 @@ strict digraph { "39 sub_tensor_1" -> "40 conv2d_1" [style=solid, label="(64, 64, 3, 3)"]; "40 conv2d_1" -> "41 relu_1" [style=solid, label="(1, 64, 220, 220)"]; "41 relu_1" -> "42 quantize_per_tensor_default" [style=solid, label="(1, 64, 220, 220)"]; -"42 quantize_per_tensor_default" -> "43 dequantize_per_tensor_default" [style=solid, label="(1, 64, 220, 220)"]; -"43 dequantize_per_tensor_default" -> "44 max_pool2d" [style=solid, label="(1, 64, 220, 220)"]; -"43 dequantize_per_tensor_default" -> "221 slice_13" [style=solid, label="(1, 64, 220, 220)"]; -"44 max_pool2d" -> "50 conv2d_2" [style=solid, label="(1, 64, 110, 110)"]; -"45 scale_updated_constant2" -> "47 mul_tensor_2" [style=solid, label="(128, 1, 1, 1)"]; -"46 compressed_weight_updated_constant2" -> "47 mul_tensor_2" [style=solid, label="(128, 64, 3, 3)"]; -"47 mul_tensor_2" -> "49 sub_tensor_2" [style=solid, label="(128, 64, 3, 3)"]; -"48 zero_point_updated_constant2" -> "49 sub_tensor_2" [style=solid, label="(128, 1, 1, 1)"]; -"49 sub_tensor_2" -> "50 conv2d_2" [style=solid, label="(128, 64, 3, 3)"]; -"50 conv2d_2" -> "51 relu_2" [style=solid, label="(1, 128, 108, 108)"]; -"51 relu_2" -> "52 quantize_per_tensor_default_10" [style=solid, label="(1, 128, 108, 108)"]; -"52 quantize_per_tensor_default_10" -> "53 dequantize_per_tensor_default_10" [style=solid, label="(1, 128, 108, 108)"]; -"53 dequantize_per_tensor_default_10" -> "59 conv2d_3" [style=solid, label="(1, 128, 108, 108)"]; -"54 scale_updated_constant3" -> "56 mul_tensor_3" [style=solid, label="(128, 1, 1, 1)"]; -"55 compressed_weight_updated_constant3" -> "56 mul_tensor_3" [style=solid, label="(128, 128, 3, 3)"]; -"56 mul_tensor_3" -> "58 sub_tensor_3" [style=solid, label="(128, 128, 3, 3)"]; -"57 zero_point_updated_constant3" -> "58 sub_tensor_3" [style=solid, label="(128, 1, 1, 1)"]; -"58 sub_tensor_3" -> "59 conv2d_3" [style=solid, label="(128, 128, 3, 3)"]; -"59 conv2d_3" -> "60 relu_3" [style=solid, label="(1, 128, 106, 106)"]; -"60 relu_3" -> "61 quantize_per_tensor_default_3" [style=solid, label="(1, 128, 106, 106)"]; -"61 quantize_per_tensor_default_3" -> "62 dequantize_per_tensor_default_3" [style=solid, label="(1, 128, 106, 106)"]; -"62 dequantize_per_tensor_default_3" -> "63 max_pool2d_1" [style=solid, label="(1, 128, 106, 106)"]; -"62 dequantize_per_tensor_default_3" -> "190 slice_9" [style=solid, label="(1, 128, 106, 106)"]; -"63 max_pool2d_1" -> "69 conv2d_4" [style=solid, label="(1, 128, 53, 53)"]; -"64 scale_updated_constant4" -> "66 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[style=solid, label="(1, 128, 53, 53)"]; +"66 scale_updated_constant4" -> "68 mul_tensor_4" [style=solid, label="(256, 1, 1, 1)"]; +"67 compressed_weight_updated_constant4" -> "68 mul_tensor_4" [style=solid, label="(256, 128, 3, 3)"]; +"68 mul_tensor_4" -> "70 sub_tensor_4" [style=solid, label="(256, 128, 3, 3)"]; +"69 zero_point_updated_constant4" -> "70 sub_tensor_4" [style=solid, label="(256, 1, 1, 1)"]; +"70 sub_tensor_4" -> "71 conv2d_4" [style=solid, label="(256, 128, 3, 3)"]; +"71 conv2d_4" -> "72 relu_4" [style=solid, label="(1, 256, 51, 51)"]; +"72 relu_4" -> "73 quantize_per_tensor_default_11" [style=solid, label="(1, 256, 51, 51)"]; +"73 quantize_per_tensor_default_11" -> "74 dequantize_per_tensor_default_11" [style=solid, label="(1, 256, 51, 51)"]; +"74 dequantize_per_tensor_default_11" -> "80 conv2d_5" [style=solid, label="(1, 256, 51, 51)"]; +"75 scale_updated_constant5" -> "77 mul_tensor_5" [style=solid, label="(256, 1, 1, 1)"]; +"76 compressed_weight_updated_constant5" -> "77 mul_tensor_5" [style=solid, label="(256, 256, 3, 3)"]; +"77 mul_tensor_5" -> "79 sub_tensor_5" [style=solid, label="(256, 256, 3, 3)"]; +"78 zero_point_updated_constant5" -> "79 sub_tensor_5" [style=solid, label="(256, 1, 1, 1)"]; +"79 sub_tensor_5" -> "80 conv2d_5" [style=solid, label="(256, 256, 3, 3)"]; +"80 conv2d_5" -> "81 relu_5" [style=solid, label="(1, 256, 49, 49)"]; +"81 relu_5" -> "82 quantize_per_tensor_default_4" [style=solid, label="(1, 256, 49, 49)"]; +"82 quantize_per_tensor_default_4" -> "83 dequantize_per_tensor_default_28" [style=solid, label="(1, 256, 49, 49)"]; +"82 quantize_per_tensor_default_4" -> "84 dequantize_per_tensor_default_27" [style=solid, label="(1, 256, 49, 49)"]; +"83 dequantize_per_tensor_default_28" -> "163 slice_5" [style=solid, label="(1, 256, 49, 49)"]; +"84 dequantize_per_tensor_default_27" -> "85 max_pool2d_2" [style=solid, label="(1, 256, 49, 49)"]; +"85 max_pool2d_2" -> "91 conv2d_6" [style=solid, label="(1, 256, 24, 24)"]; +"86 scale_updated_constant6" -> "88 mul_tensor_6" [style=solid, label="(512, 1, 1, 1)"]; +"87 compressed_weight_updated_constant6" -> "88 mul_tensor_6" [style=solid, label="(512, 256, 3, 3)"]; +"88 mul_tensor_6" -> "90 sub_tensor_6" [style=solid, label="(512, 256, 3, 3)"]; +"89 zero_point_updated_constant6" -> "90 sub_tensor_6" [style=solid, label="(512, 1, 1, 1)"]; +"90 sub_tensor_6" -> "91 conv2d_6" [style=solid, label="(512, 256, 3, 3)"]; +"91 conv2d_6" -> "92 relu_6" [style=solid, label="(1, 512, 22, 22)"]; +"92 relu_6" -> "93 quantize_per_tensor_default_12" [style=solid, label="(1, 512, 22, 22)"]; +"93 quantize_per_tensor_default_12" -> "94 dequantize_per_tensor_default_12" [style=solid, label="(1, 512, 22, 22)"]; +"94 dequantize_per_tensor_default_12" -> "100 conv2d_7" [style=solid, label="(1, 512, 22, 22)"]; +"95 scale_updated_constant7" -> "97 mul_tensor_7" [style=solid, label="(512, 1, 1, 1)"]; +"96 compressed_weight_updated_constant7" -> "97 mul_tensor_7" [style=solid, label="(512, 512, 3, 3)"]; +"97 mul_tensor_7" -> "99 sub_tensor_7" [style=solid, label="(512, 512, 3, 3)"]; +"98 zero_point_updated_constant7" -> "99 sub_tensor_7" [style=solid, label="(512, 1, 1, 1)"]; +"99 sub_tensor_7" -> "100 conv2d_7" [style=solid, label="(512, 512, 3, 3)"]; +"100 conv2d_7" -> "101 relu_7" [style=solid, label="(1, 512, 20, 20)"]; +"101 relu_7" -> "102 quantize_per_tensor_default_7" [style=solid, label="(1, 512, 20, 20)"]; +"102 quantize_per_tensor_default_7" -> "103 dequantize_per_tensor_default_30" [style=solid, label="(1, 512, 20, 20)"]; +"102 quantize_per_tensor_default_7" -> "104 dequantize_per_tensor_default_29" [style=solid, label="(1, 512, 20, 20)"]; +"103 dequantize_per_tensor_default_30" -> "132 slice_1" [style=solid, label="(1, 512, 20, 20)"]; +"104 dequantize_per_tensor_default_29" -> "105 max_pool2d_3" [style=solid, label="(1, 512, 20, 20)"]; +"105 max_pool2d_3" -> "111 conv2d_8" [style=solid, label="(1, 512, 10, 10)"]; +"106 scale_updated_constant8" -> "108 mul_tensor_8" [style=solid, label="(1024, 1, 1, 1)"]; +"107 compressed_weight_updated_constant8" -> "108 mul_tensor_8" [style=solid, label="(1024, 512, 3, 3)"]; +"108 mul_tensor_8" -> "110 sub_tensor_8" [style=solid, label="(1024, 512, 3, 3)"]; +"109 zero_point_updated_constant8" -> "110 sub_tensor_8" [style=solid, label="(1024, 1, 1, 1)"]; +"110 sub_tensor_8" -> "111 conv2d_8" [style=solid, label="(1024, 512, 3, 3)"]; +"111 conv2d_8" -> "112 relu_8" [style=solid, label="(1, 1024, 8, 8)"]; +"112 relu_8" -> "113 quantize_per_tensor_default_13" [style=solid, label="(1, 1024, 8, 8)"]; +"113 quantize_per_tensor_default_13" -> "114 dequantize_per_tensor_default_13" [style=solid, label="(1, 1024, 8, 8)"]; +"114 dequantize_per_tensor_default_13" -> "120 conv2d_9" [style=solid, label="(1, 1024, 8, 8)"]; +"115 scale_updated_constant9" -> "117 mul_tensor_9" [style=solid, label="(1024, 1, 1, 1)"]; +"116 compressed_weight_updated_constant9" -> "117 mul_tensor_9" [style=solid, label="(1024, 1024, 3, 3)"]; +"117 mul_tensor_9" -> "119 sub_tensor_9" [style=solid, label="(1024, 1024, 3, 3)"]; +"118 zero_point_updated_constant9" -> "119 sub_tensor_9" [style=solid, label="(1024, 1, 1, 1)"]; +"119 sub_tensor_9" -> "120 conv2d_9" [style=solid, label="(1024, 1024, 3, 3)"]; +"120 conv2d_9" -> "121 relu_9" [style=solid, label="(1, 1024, 6, 6)"]; +"121 relu_9" -> "122 quantize_per_tensor_default_14" [style=solid, label="(1, 1024, 6, 6)"]; +"122 quantize_per_tensor_default_14" -> "123 dequantize_per_tensor_default_14" [style=solid, label="(1, 1024, 6, 6)"]; +"123 dequantize_per_tensor_default_14" -> "129 conv_transpose2d" [style=solid, label="(1, 1024, 6, 6)"]; +"124 scale_updated_constant10" -> "126 mul_tensor_10" [style=solid, label="(1024, 1, 1, 1)"]; +"125 compressed_weight_updated_constant10" -> "126 mul_tensor_10" [style=solid, label="(1024, 512, 2, 2)"]; +"126 mul_tensor_10" -> "128 sub_tensor_10" [style=solid, label="(1024, 512, 2, 2)"]; +"127 zero_point_updated_constant10" -> "128 sub_tensor_10" [style=solid, label="(1024, 1, 1, 1)"]; +"128 sub_tensor_10" -> "129 conv_transpose2d" [style=solid, label="(1024, 512, 2, 2)"]; +"129 conv_transpose2d" -> "130 quantize_per_tensor_default_6" [style=solid, label="(1, 512, 12, 12)"]; +"130 quantize_per_tensor_default_6" -> "131 dequantize_per_tensor_default_6" [style=solid, label="(1, 512, 12, 12)"]; +"131 dequantize_per_tensor_default_6" -> "136 cat" [style=solid, label="(1, 512, 12, 12)"]; +"132 slice_1" -> "133 slice_2" [style=solid, label="(1, 512, 20, 20)"]; +"133 slice_2" -> "134 slice_3" [style=solid, label="(1, 512, 20, 20)"]; +"134 slice_3" -> "135 slice_4" [style=solid, label="(1, 512, 12, 20)"]; +"135 slice_4" -> "136 cat" [style=solid, label="(1, 512, 12, 12)"]; +"136 cat" -> "142 conv2d_10" [style=solid, label="(1, 1024, 12, 12)"]; +"137 scale_updated_constant11" -> "139 mul_tensor_11" [style=solid, label="(512, 1, 1, 1)"]; +"138 compressed_weight_updated_constant11" -> "139 mul_tensor_11" [style=solid, label="(512, 1024, 3, 3)"]; +"139 mul_tensor_11" -> "141 sub_tensor_11" [style=solid, label="(512, 1024, 3, 3)"]; +"140 zero_point_updated_constant11" -> "141 sub_tensor_11" [style=solid, label="(512, 1, 1, 1)"]; +"141 sub_tensor_11" -> "142 conv2d_10" [style=solid, label="(512, 1024, 3, 3)"]; +"142 conv2d_10" -> "143 relu_10" [style=solid, label="(1, 512, 10, 10)"]; +"143 relu_10" -> "144 quantize_per_tensor_default_15" [style=solid, label="(1, 512, 10, 10)"]; +"144 quantize_per_tensor_default_15" -> "145 dequantize_per_tensor_default_15" [style=solid, label="(1, 512, 10, 10)"]; +"145 dequantize_per_tensor_default_15" -> "151 conv2d_11" [style=solid, label="(1, 512, 10, 10)"]; +"146 scale_updated_constant12" -> "148 mul_tensor_12" [style=solid, label="(512, 1, 1, 1)"]; +"147 compressed_weight_updated_constant12" -> "148 mul_tensor_12" [style=solid, label="(512, 512, 3, 3)"]; +"148 mul_tensor_12" -> "150 sub_tensor_12" [style=solid, label="(512, 512, 3, 3)"]; +"149 zero_point_updated_constant12" -> "150 sub_tensor_12" [style=solid, label="(512, 1, 1, 1)"]; +"150 sub_tensor_12" -> "151 conv2d_11" [style=solid, label="(512, 512, 3, 3)"]; +"151 conv2d_11" -> "152 relu_11" [style=solid, label="(1, 512, 8, 8)"]; +"152 relu_11" -> "153 quantize_per_tensor_default_16" [style=solid, label="(1, 512, 8, 8)"]; +"153 quantize_per_tensor_default_16" -> "154 dequantize_per_tensor_default_16" [style=solid, label="(1, 512, 8, 8)"]; +"154 dequantize_per_tensor_default_16" -> "160 conv_transpose2d_1" [style=solid, label="(1, 512, 8, 8)"]; +"155 scale_updated_constant13" -> "157 mul_tensor_13" [style=solid, label="(512, 1, 1, 1)"]; +"156 compressed_weight_updated_constant13" -> "157 mul_tensor_13" [style=solid, label="(512, 256, 2, 2)"]; +"157 mul_tensor_13" -> "159 sub_tensor_13" [style=solid, label="(512, 256, 2, 2)"]; +"158 zero_point_updated_constant13" -> "159 sub_tensor_13" [style=solid, label="(512, 1, 1, 1)"]; +"159 sub_tensor_13" -> "160 conv_transpose2d_1" [style=solid, label="(512, 256, 2, 2)"]; +"160 conv_transpose2d_1" -> "161 quantize_per_tensor_default_5" [style=solid, label="(1, 256, 16, 16)"]; +"161 quantize_per_tensor_default_5" -> "162 dequantize_per_tensor_default_5" [style=solid, label="(1, 256, 16, 16)"]; +"162 dequantize_per_tensor_default_5" -> "167 cat_1" [style=solid, label="(1, 256, 16, 16)"]; +"163 slice_5" -> "164 slice_6" [style=solid, label="(1, 256, 49, 49)"]; +"164 slice_6" -> "165 slice_7" [style=solid, label="(1, 256, 49, 49)"]; +"165 slice_7" -> "166 slice_8" [style=solid, label="(1, 256, 16, 49)"]; +"166 slice_8" -> "167 cat_1" [style=solid, label="(1, 256, 16, 16)"]; +"167 cat_1" -> "173 conv2d_12" [style=solid, label="(1, 512, 16, 16)"]; +"168 scale_updated_constant14" -> "170 mul_tensor_14" [style=solid, label="(256, 1, 1, 1)"]; +"169 compressed_weight_updated_constant14" -> "170 mul_tensor_14" [style=solid, label="(256, 512, 3, 3)"]; +"170 mul_tensor_14" -> "172 sub_tensor_14" [style=solid, label="(256, 512, 3, 3)"]; +"171 zero_point_updated_constant14" -> "172 sub_tensor_14" [style=solid, label="(256, 1, 1, 1)"]; +"172 sub_tensor_14" -> "173 conv2d_12" [style=solid, label="(256, 512, 3, 3)"]; +"173 conv2d_12" -> "174 relu_12" [style=solid, label="(1, 256, 14, 14)"]; +"174 relu_12" -> "175 quantize_per_tensor_default_17" [style=solid, label="(1, 256, 14, 14)"]; +"175 quantize_per_tensor_default_17" -> "176 dequantize_per_tensor_default_17" [style=solid, label="(1, 256, 14, 14)"]; +"176 dequantize_per_tensor_default_17" -> "182 conv2d_13" [style=solid, label="(1, 256, 14, 14)"]; +"177 scale_updated_constant15" -> "179 mul_tensor_15" [style=solid, label="(256, 1, 1, 1)"]; +"178 compressed_weight_updated_constant15" -> "179 mul_tensor_15" [style=solid, label="(256, 256, 3, 3)"]; +"179 mul_tensor_15" -> "181 sub_tensor_15" [style=solid, label="(256, 256, 3, 3)"]; +"180 zero_point_updated_constant15" -> "181 sub_tensor_15" [style=solid, label="(256, 1, 1, 1)"]; +"181 sub_tensor_15" -> "182 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; +"182 conv2d_13" -> "183 relu_13" [style=solid, label="(1, 256, 12, 12)"]; +"183 relu_13" -> "184 quantize_per_tensor_default_18" [style=solid, label="(1, 256, 12, 12)"]; +"184 quantize_per_tensor_default_18" -> "185 dequantize_per_tensor_default_18" [style=solid, label="(1, 256, 12, 12)"]; +"185 dequantize_per_tensor_default_18" -> "191 conv_transpose2d_2" [style=solid, label="(1, 256, 12, 12)"]; +"186 scale_updated_constant16" -> "188 mul_tensor_16" [style=solid, label="(256, 1, 1, 1)"]; +"187 compressed_weight_updated_constant16" -> "188 mul_tensor_16" [style=solid, label="(256, 128, 2, 2)"]; +"188 mul_tensor_16" -> "190 sub_tensor_16" [style=solid, label="(256, 128, 2, 2)"]; +"189 zero_point_updated_constant16" -> "190 sub_tensor_16" [style=solid, label="(256, 1, 1, 1)"]; +"190 sub_tensor_16" -> "191 conv_transpose2d_2" [style=solid, label="(256, 128, 2, 2)"]; +"191 conv_transpose2d_2" -> "192 quantize_per_tensor_default_2" [style=solid, label="(1, 128, 24, 24)"]; +"192 quantize_per_tensor_default_2" -> "193 dequantize_per_tensor_default_2" [style=solid, label="(1, 128, 24, 24)"]; +"193 dequantize_per_tensor_default_2" -> "198 cat_2" [style=solid, label="(1, 128, 24, 24)"]; +"194 slice_9" -> "195 slice_10" [style=solid, label="(1, 128, 106, 106)"]; +"195 slice_10" -> "196 slice_11" [style=solid, label="(1, 128, 106, 106)"]; +"196 slice_11" -> "197 slice_12" [style=solid, label="(1, 128, 24, 106)"]; +"197 slice_12" -> "198 cat_2" [style=solid, label="(1, 128, 24, 24)"]; +"198 cat_2" -> "204 conv2d_14" [style=solid, label="(1, 256, 24, 24)"]; +"199 scale_updated_constant17" -> "201 mul_tensor_17" [style=solid, label="(128, 1, 1, 1)"]; +"200 compressed_weight_updated_constant17" -> "201 mul_tensor_17" [style=solid, label="(128, 256, 3, 3)"]; +"201 mul_tensor_17" -> "203 sub_tensor_17" [style=solid, label="(128, 256, 3, 3)"]; +"202 zero_point_updated_constant17" -> "203 sub_tensor_17" [style=solid, label="(128, 1, 1, 1)"]; +"203 sub_tensor_17" -> "204 conv2d_14" [style=solid, label="(128, 256, 3, 3)"]; +"204 conv2d_14" -> "205 relu_14" [style=solid, label="(1, 128, 22, 22)"]; +"205 relu_14" -> "206 quantize_per_tensor_default_19" [style=solid, label="(1, 128, 22, 22)"]; +"206 quantize_per_tensor_default_19" -> "207 dequantize_per_tensor_default_19" [style=solid, label="(1, 128, 22, 22)"]; +"207 dequantize_per_tensor_default_19" -> "213 conv2d_15" [style=solid, label="(1, 128, 22, 22)"]; +"208 scale_updated_constant18" -> "210 mul_tensor_18" [style=solid, label="(128, 1, 1, 1)"]; +"209 compressed_weight_updated_constant18" -> "210 mul_tensor_18" [style=solid, label="(128, 128, 3, 3)"]; +"210 mul_tensor_18" -> "212 sub_tensor_18" [style=solid, label="(128, 128, 3, 3)"]; +"211 zero_point_updated_constant18" -> "212 sub_tensor_18" [style=solid, label="(128, 1, 1, 1)"]; +"212 sub_tensor_18" -> "213 conv2d_15" [style=solid, label="(128, 128, 3, 3)"]; +"213 conv2d_15" -> "214 relu_15" [style=solid, label="(1, 128, 20, 20)"]; +"214 relu_15" -> "215 quantize_per_tensor_default_20" [style=solid, label="(1, 128, 20, 20)"]; +"215 quantize_per_tensor_default_20" -> "216 dequantize_per_tensor_default_20" [style=solid, label="(1, 128, 20, 20)"]; +"216 dequantize_per_tensor_default_20" -> "222 conv_transpose2d_3" [style=solid, label="(1, 128, 20, 20)"]; +"217 scale_updated_constant19" -> "219 mul_tensor_19" [style=solid, label="(128, 1, 1, 1)"]; +"218 compressed_weight_updated_constant19" -> "219 mul_tensor_19" [style=solid, label="(128, 64, 2, 2)"]; +"219 mul_tensor_19" -> "221 sub_tensor_19" [style=solid, label="(128, 64, 2, 2)"]; +"220 zero_point_updated_constant19" -> "221 sub_tensor_19" [style=solid, label="(128, 1, 1, 1)"]; +"221 sub_tensor_19" -> "222 conv_transpose2d_3" [style=solid, label="(128, 64, 2, 2)"]; +"222 conv_transpose2d_3" -> "223 quantize_per_tensor_default_1" [style=solid, label="(1, 64, 40, 40)"]; +"223 quantize_per_tensor_default_1" -> "224 dequantize_per_tensor_default_1" [style=solid, label="(1, 64, 40, 40)"]; +"224 dequantize_per_tensor_default_1" -> "229 cat_3" [style=solid, label="(1, 64, 40, 40)"]; +"225 slice_13" -> "226 slice_14" [style=solid, label="(1, 64, 220, 220)"]; +"226 slice_14" -> "227 slice_15" [style=solid, label="(1, 64, 220, 220)"]; +"227 slice_15" -> "228 slice_16" [style=solid, label="(1, 64, 40, 220)"]; +"228 slice_16" -> "229 cat_3" [style=solid, label="(1, 64, 40, 40)"]; +"229 cat_3" -> "235 conv2d_16" [style=solid, label="(1, 128, 40, 40)"]; +"230 scale_updated_constant20" -> "232 mul_tensor_20" [style=solid, label="(64, 1, 1, 1)"]; +"231 compressed_weight_updated_constant20" -> "232 mul_tensor_20" [style=solid, label="(64, 128, 3, 3)"]; +"232 mul_tensor_20" -> "234 sub_tensor_20" [style=solid, label="(64, 128, 3, 3)"]; +"233 zero_point_updated_constant20" -> "234 sub_tensor_20" [style=solid, label="(64, 1, 1, 1)"]; +"234 sub_tensor_20" -> "235 conv2d_16" [style=solid, label="(64, 128, 3, 3)"]; +"235 conv2d_16" -> "236 relu_16" [style=solid, label="(1, 64, 38, 38)"]; +"236 relu_16" -> "237 quantize_per_tensor_default_21" [style=solid, label="(1, 64, 38, 38)"]; +"237 quantize_per_tensor_default_21" -> "238 dequantize_per_tensor_default_21" [style=solid, label="(1, 64, 38, 38)"]; +"238 dequantize_per_tensor_default_21" -> "244 conv2d_17" [style=solid, label="(1, 64, 38, 38)"]; +"239 scale_updated_constant21" -> "241 mul_tensor_21" [style=solid, label="(64, 1, 1, 1)"]; +"240 compressed_weight_updated_constant21" -> "241 mul_tensor_21" [style=solid, label="(64, 64, 3, 3)"]; +"241 mul_tensor_21" -> "243 sub_tensor_21" [style=solid, label="(64, 64, 3, 3)"]; +"242 zero_point_updated_constant21" -> "243 sub_tensor_21" [style=solid, label="(64, 1, 1, 1)"]; +"243 sub_tensor_21" -> "244 conv2d_17" [style=solid, label="(64, 64, 3, 3)"]; +"244 conv2d_17" -> "245 relu_17" [style=solid, label="(1, 64, 36, 36)"]; +"245 relu_17" -> "246 quantize_per_tensor_default_22" [style=solid, label="(1, 64, 36, 36)"]; +"246 quantize_per_tensor_default_22" -> "247 dequantize_per_tensor_default_22" [style=solid, label="(1, 64, 36, 36)"]; +"247 dequantize_per_tensor_default_22" -> "253 conv2d_18" [style=solid, label="(1, 64, 36, 36)"]; +"248 scale_updated_constant22" -> "250 mul_tensor_22" [style=solid, label="(12, 1, 1, 1)"]; +"249 compressed_weight_updated_constant22" -> "250 mul_tensor_22" [style=solid, label="(12, 64, 1, 1)"]; +"250 mul_tensor_22" -> "252 sub_tensor_22" [style=solid, label="(12, 64, 1, 1)"]; +"251 zero_point_updated_constant22" -> "252 sub_tensor_22" [style=solid, label="(12, 1, 1, 1)"]; +"252 sub_tensor_22" -> "253 conv2d_18" [style=solid, label="(12, 64, 1, 1)"]; +"253 conv2d_18" -> "254 output" [style=solid, label="(1, 12, 36, 36)"]; } diff --git a/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/yolo11n_sdpa_block.dot b/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/yolo11n_sdpa_block.dot index 5f77afeb201..9e903258ebb 100644 --- a/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/yolo11n_sdpa_block.dot +++ b/tests/torch2/data/fx/dynamic_shapes/post_quantization_compressed/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_default" [id=2, type="quantize_per_tensor"]; +"3 dequantize_per_tensor_default" [id=3, type="dequantize_per_tensor"]; +"4 scale_updated_constant0" [id=4, type="get_attr"]; +"5 compressed_weight_updated_constant0" [id=5, type="get_attr"]; "6 mul_tensor" [id=6, type=mul]; -"7 zero_point_updated_constant0" [id=7, type=get_attr]; +"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_default_1" [id=10, type="quantize_per_tensor"]; +"11 dequantize_per_tensor_default_1" [id=11, type="dequantize_per_tensor"]; "12 slice_1" [id=12, type=slice]; "13 slice_2" [id=13, type=slice]; "14 slice_3" [id=14, type=slice]; -"15 quantize_per_tensor_default_2" [id=15, type=quantize_per_tensor]; -"16 dequantize_per_tensor_default_2" [id=16, type=dequantize_per_tensor]; +"15 quantize_per_tensor_default_2" [id=15, type="quantize_per_tensor"]; +"16 dequantize_per_tensor_default_2" [id=16, type="dequantize_per_tensor"]; "17 slice_4" [id=17, type=slice]; "18 slice_5" [id=18, type=slice]; "19 slice_6" [id=19, type=slice]; @@ -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, -1, -1)", style=solid]; -"1 x_0_0_nncf_smooth_quant_0" -> "2 quantize_per_tensor_default" [label="(1, -1, 4)", style=solid]; -"2 quantize_per_tensor_default" -> "3 dequantize_per_tensor_default" [label="(1, -1, 4)", style=solid]; -"3 dequantize_per_tensor_default" -> "9 linear" [label="(1, -1, 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, -1, 12)", style=solid]; -"9 linear" -> "15 quantize_per_tensor_default_2" [label="(1, -1, 12)", style=solid]; -"9 linear" -> "20 slice_7" [label="(1, -1, 12)", style=solid]; -"10 quantize_per_tensor_default_1" -> "11 dequantize_per_tensor_default_1" [label="(1, -1, 12)", style=solid]; -"11 dequantize_per_tensor_default_1" -> "12 slice_1" [label="(1, -1, 12)", style=solid]; -"12 slice_1" -> "13 slice_2" [label="(1, -1, 12)", style=solid]; -"13 slice_2" -> "14 slice_3" [label="(1, -1, 12)", style=solid]; -"14 slice_3" -> "24 matmul" [label="(1, -1, 4)", style=solid]; -"15 quantize_per_tensor_default_2" -> "16 dequantize_per_tensor_default_2" [label="(1, -1, 12)", style=solid]; -"16 dequantize_per_tensor_default_2" -> "17 slice_4" [label="(1, -1, 12)", style=solid]; -"17 slice_4" -> "18 slice_5" [label="(1, -1, 12)", style=solid]; -"18 slice_5" -> "19 slice_6" [label="(1, -1, 12)", style=solid]; -"19 slice_6" -> "23 transpose" [label="(1, -1, 4)", style=solid]; -"20 slice_7" -> "21 slice_8" [label="(1, -1, 12)", style=solid]; -"21 slice_8" -> "22 slice_9" [label="(1, -1, 12)", style=solid]; -"22 slice_9" -> "28 matmul_1" [label="(1, -1, 4)", style=solid]; -"23 transpose" -> "24 matmul" [label="(1, 4, -1)", style=solid]; -"24 matmul" -> "25 div_" [label="(1, -1, -1)", style=solid]; -"25 div_" -> "26 softmax" [label="(1, -1, -1)", style=solid]; -"26 softmax" -> "27 transpose_1" [label="(1, -1, -1)", style=solid]; -"27 transpose_1" -> "28 matmul_1" [label="(1, -1, -1)", style=solid]; -"28 matmul_1" -> "29 output" [label="(1, -1, 4)", style=solid]; +"0 x" -> "1 x_0_0_nncf_smooth_quant_0" [style=solid, label="(1, -1, -1)"]; +"1 x_0_0_nncf_smooth_quant_0" -> "2 quantize_per_tensor_default" [style=solid, label="(1, -1, 4)"]; +"2 quantize_per_tensor_default" -> "3 dequantize_per_tensor_default" [style=solid, label="(1, -1, 4)"]; +"3 dequantize_per_tensor_default" -> "9 linear" [style=solid, label="(1, -1, 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_default_1" [style=solid, label="(1, -1, 12)"]; +"9 linear" -> "15 quantize_per_tensor_default_2" [style=solid, label="(1, -1, 12)"]; +"9 linear" -> "20 slice_7" [style=solid, label="(1, -1, 12)"]; +"10 quantize_per_tensor_default_1" -> "11 dequantize_per_tensor_default_1" [style=solid, label="(1, -1, 12)"]; +"11 dequantize_per_tensor_default_1" -> "12 slice_1" [style=solid, label="(1, -1, 12)"]; +"12 slice_1" -> "13 slice_2" [style=solid, label="(1, -1, 12)"]; +"13 slice_2" -> "14 slice_3" [style=solid, label="(1, -1, 12)"]; +"14 slice_3" -> "24 matmul" [style=solid, label="(1, -1, 4)"]; +"15 quantize_per_tensor_default_2" -> "16 dequantize_per_tensor_default_2" [style=solid, label="(1, -1, 12)"]; +"16 dequantize_per_tensor_default_2" -> "17 slice_4" [style=solid, label="(1, -1, 12)"]; +"17 slice_4" -> "18 slice_5" [style=solid, label="(1, -1, 12)"]; +"18 slice_5" -> "19 slice_6" [style=solid, label="(1, -1, 12)"]; +"19 slice_6" -> "23 transpose" [style=solid, label="(1, -1, 4)"]; +"20 slice_7" -> "21 slice_8" [style=solid, label="(1, -1, 12)"]; +"21 slice_8" -> "22 slice_9" [style=solid, label="(1, -1, 12)"]; +"22 slice_9" -> "28 matmul_1" [style=solid, label="(1, -1, 4)"]; +"23 transpose" -> "24 matmul" [style=solid, label="(1, 4, -1)"]; +"24 matmul" -> "25 div_" [style=solid, label="(1, -1, -1)"]; +"25 div_" -> "26 softmax" [style=solid, label="(1, -1, -1)"]; +"26 softmax" -> "27 transpose_1" [style=solid, label="(1, -1, -1)"]; +"27 transpose_1" -> "28 matmul_1" [style=solid, label="(1, -1, -1)"]; +"28 matmul_1" -> "29 output" [style=solid, label="(1, -1, 4)"]; } diff --git a/tests/torch2/data/fx/dynamic_shapes/quantized/mobilenet_v3_small.dot b/tests/torch2/data/fx/dynamic_shapes/quantized/mobilenet_v3_small.dot index 2e8cc9a56ae..d3f4efb6438 100644 --- a/tests/torch2/data/fx/dynamic_shapes/quantized/mobilenet_v3_small.dot +++ b/tests/torch2/data/fx/dynamic_shapes/quantized/mobilenet_v3_small.dot @@ -61,503 +61,518 @@ strict digraph { "59 conv2d_1" [id=59, type=conv2d]; "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"]; -"121 relu__3_zero_point_0" [id=121, type="get_attr"]; -"122 relu__3" [id=122, type="relu_"]; -"123 quantize_per_channel_default_9" [id=123, type="quantize_per_channel"]; -"124 dequantize_per_channel_default_9" [id=124, type="dequantize_per_channel"]; -"125 features_3_block_1_0_weight_bias" [id=125, type="get_attr"]; -"126 conv2d_9_scale_0" [id=126, type="get_attr"]; -"127 conv2d_9_zero_point_0" [id=127, type="get_attr"]; -"128 compressed_weight_updated_constant7" [id=128, type="get_attr"]; -"129 quantize_per_channel_default_10" [id=129, type="quantize_per_channel"]; -"130 dequantize_per_channel_default_10" [id=130, type="dequantize_per_channel"]; -"131 conv2d_9" [id=131, type=conv2d]; -"132 relu__4" [id=132, type="relu_"]; -"133 quantize_per_tensor_default_7" [id=133, type="quantize_per_tensor"]; -"134 dequantize_per_tensor_default_7" [id=134, type="dequantize_per_tensor"]; -"135 features_3_block_2_0_weight_bias" [id=135, type="get_attr"]; -"136 conv2d_10_scale_0" [id=136, type="get_attr"]; -"137 conv2d_10_zero_point_0" [id=137, type="get_attr"]; -"138 compressed_weight_updated_constant8" [id=138, type="get_attr"]; -"139 quantize_per_channel_default_11" [id=139, type="quantize_per_channel"]; -"140 dequantize_per_channel_default_11" [id=140, type="dequantize_per_channel"]; -"141 conv2d_10" [id=141, type=conv2d]; -"142 quantize_per_tensor_default_8" [id=142, type="quantize_per_tensor"]; -"143 dequantize_per_tensor_default_8" [id=143, type="dequantize_per_tensor"]; -"144 add_" [id=144, type="add_"]; -"145 quantize_per_tensor_default_9" [id=145, type="quantize_per_tensor"]; -"146 dequantize_per_tensor_default_9" [id=146, type="dequantize_per_tensor"]; -"147 features_4_block_0_0_weight_bias" [id=147, type="get_attr"]; -"148 conv2d_11_scale_0" [id=148, type="get_attr"]; -"149 conv2d_11_zero_point_0" [id=149, type="get_attr"]; -"150 compressed_weight_updated_constant9" [id=150, type="get_attr"]; -"151 quantize_per_channel_default_12" [id=151, type="quantize_per_channel"]; -"152 dequantize_per_channel_default_12" [id=152, type="dequantize_per_channel"]; -"153 conv2d_11" [id=153, type=conv2d]; -"154 hardswish__1_scale_0" [id=154, type="get_attr"]; -"155 hardswish__1_zero_point_0" [id=155, type="get_attr"]; -"156 hardswish__1" [id=156, type="hardswish_"]; -"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 features_4_block_1_0_weight_bias" [id=159, type="get_attr"]; -"160 conv2d_12_scale_0" [id=160, type="get_attr"]; -"161 conv2d_12_zero_point_0" [id=161, type="get_attr"]; -"162 compressed_weight_updated_constant10" [id=162, type="get_attr"]; -"163 quantize_per_channel_default_14" [id=163, type="quantize_per_channel"]; -"164 dequantize_per_channel_default_14" [id=164, type="dequantize_per_channel"]; -"165 conv2d_12" [id=165, type=conv2d]; -"166 hardswish__2" [id=166, type="hardswish_"]; -"167 quantize_per_tensor_default_10" [id=167, type="quantize_per_tensor"]; -"168 dequantize_per_tensor_default_10" [id=168, type="dequantize_per_tensor"]; -"169 adaptive_avg_pool2d_1" [id=169, type="adaptive_avg_pool2d"]; -"170 conv2d_13" [id=170, type=conv2d]; -"171 relu_1" [id=171, type=relu]; -"172 conv2d_14" [id=172, type=conv2d]; -"173 hardsigmoid_1" [id=173, type=hardsigmoid]; -"174 quantize_per_tensor_default_11" [id=174, type="quantize_per_tensor"]; -"175 dequantize_per_tensor_default_11" [id=175, type="dequantize_per_tensor"]; -"176 mul_1" [id=176, type=mul]; -"177 quantize_per_tensor_default_12" [id=177, type="quantize_per_tensor"]; -"178 dequantize_per_tensor_default_12" [id=178, type="dequantize_per_tensor"]; -"179 features_4_block_3_0_weight_bias" [id=179, type="get_attr"]; -"180 conv2d_15_scale_0" [id=180, type="get_attr"]; -"181 conv2d_15_zero_point_0" [id=181, type="get_attr"]; -"182 compressed_weight_updated_constant11" [id=182, type="get_attr"]; -"183 quantize_per_channel_default_15" [id=183, type="quantize_per_channel"]; -"184 dequantize_per_channel_default_15" [id=184, type="dequantize_per_channel"]; -"185 conv2d_15" [id=185, type=conv2d]; -"186 quantize_per_tensor_default_13" [id=186, type="quantize_per_tensor"]; -"187 dequantize_per_tensor_default_13" [id=187, type="dequantize_per_tensor"]; -"188 features_5_block_0_0_weight_bias" [id=188, type="get_attr"]; -"189 conv2d_16_scale_0" [id=189, type="get_attr"]; -"190 conv2d_16_zero_point_0" [id=190, type="get_attr"]; -"191 compressed_weight_updated_constant12" [id=191, type="get_attr"]; -"192 quantize_per_channel_default_16" [id=192, type="quantize_per_channel"]; -"193 dequantize_per_channel_default_16" [id=193, type="dequantize_per_channel"]; -"194 conv2d_16" [id=194, type=conv2d]; -"195 hardswish__3_scale_0" [id=195, type="get_attr"]; -"196 hardswish__3_zero_point_0" [id=196, type="get_attr"]; -"197 hardswish__3" [id=197, type="hardswish_"]; -"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 features_5_block_1_0_weight_bias" [id=200, type="get_attr"]; -"201 conv2d_17_scale_0" [id=201, type="get_attr"]; -"202 conv2d_17_zero_point_0" [id=202, type="get_attr"]; -"203 compressed_weight_updated_constant13" [id=203, type="get_attr"]; -"204 quantize_per_channel_default_18" [id=204, type="quantize_per_channel"]; -"205 dequantize_per_channel_default_18" [id=205, type="dequantize_per_channel"]; -"206 conv2d_17" [id=206, type=conv2d]; -"207 hardswish__4" [id=207, type="hardswish_"]; -"208 quantize_per_tensor_default_14" [id=208, type="quantize_per_tensor"]; -"209 dequantize_per_tensor_default_14" [id=209, type="dequantize_per_tensor"]; -"210 adaptive_avg_pool2d_2" [id=210, type="adaptive_avg_pool2d"]; -"211 conv2d_18" [id=211, type=conv2d]; -"212 relu_2" [id=212, type=relu]; -"213 conv2d_19" [id=213, type=conv2d]; -"214 hardsigmoid_2" [id=214, type=hardsigmoid]; -"215 quantize_per_tensor_default_15" [id=215, type="quantize_per_tensor"]; -"216 dequantize_per_tensor_default_15" [id=216, type="dequantize_per_tensor"]; -"217 mul_2" [id=217, type=mul]; -"218 quantize_per_tensor_default_16" [id=218, type="quantize_per_tensor"]; -"219 dequantize_per_tensor_default_16" [id=219, type="dequantize_per_tensor"]; -"220 features_5_block_3_0_weight_bias" [id=220, type="get_attr"]; -"221 conv2d_20_scale_0" [id=221, type="get_attr"]; -"222 conv2d_20_zero_point_0" [id=222, type="get_attr"]; -"223 compressed_weight_updated_constant14" [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_20" [id=226, type=conv2d]; -"227 quantize_per_tensor_default_17" [id=227, type="quantize_per_tensor"]; -"228 dequantize_per_tensor_default_17" [id=228, type="dequantize_per_tensor"]; -"229 add__1" [id=229, type="add_"]; -"230 quantize_per_tensor_default_18" [id=230, type="quantize_per_tensor"]; -"231 dequantize_per_tensor_default_18" [id=231, type="dequantize_per_tensor"]; -"232 features_6_block_0_0_weight_bias" [id=232, type="get_attr"]; -"233 conv2d_21_scale_0" [id=233, type="get_attr"]; -"234 conv2d_21_zero_point_0" [id=234, type="get_attr"]; -"235 compressed_weight_updated_constant15" [id=235, type="get_attr"]; -"236 quantize_per_channel_default_20" [id=236, type="quantize_per_channel"]; -"237 dequantize_per_channel_default_20" [id=237, type="dequantize_per_channel"]; -"238 conv2d_21" [id=238, type=conv2d]; -"239 hardswish__5_scale_0" [id=239, type="get_attr"]; -"240 hardswish__5_zero_point_0" [id=240, type="get_attr"]; -"241 hardswish__5" [id=241, type="hardswish_"]; -"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 features_6_block_1_0_weight_bias" [id=244, type="get_attr"]; -"245 conv2d_22_scale_0" [id=245, type="get_attr"]; -"246 conv2d_22_zero_point_0" [id=246, type="get_attr"]; -"247 compressed_weight_updated_constant16" [id=247, type="get_attr"]; -"248 quantize_per_channel_default_22" [id=248, type="quantize_per_channel"]; -"249 dequantize_per_channel_default_22" [id=249, type="dequantize_per_channel"]; -"250 conv2d_22" [id=250, type=conv2d]; -"251 hardswish__6" [id=251, type="hardswish_"]; -"252 quantize_per_tensor_default_19" [id=252, type="quantize_per_tensor"]; -"253 dequantize_per_tensor_default_19" [id=253, type="dequantize_per_tensor"]; -"254 adaptive_avg_pool2d_3" [id=254, type="adaptive_avg_pool2d"]; -"255 conv2d_23" [id=255, type=conv2d]; -"256 relu_3" [id=256, type=relu]; -"257 conv2d_24" [id=257, type=conv2d]; -"258 hardsigmoid_3" [id=258, type=hardsigmoid]; -"259 quantize_per_tensor_default_20" [id=259, type="quantize_per_tensor"]; -"260 dequantize_per_tensor_default_20" [id=260, type="dequantize_per_tensor"]; -"261 mul_3" [id=261, type=mul]; -"262 quantize_per_tensor_default_21" [id=262, type="quantize_per_tensor"]; -"263 dequantize_per_tensor_default_21" [id=263, type="dequantize_per_tensor"]; -"264 features_6_block_3_0_weight_bias" [id=264, type="get_attr"]; -"265 conv2d_25_scale_0" [id=265, type="get_attr"]; -"266 conv2d_25_zero_point_0" [id=266, type="get_attr"]; -"267 compressed_weight_updated_constant17" [id=267, type="get_attr"]; -"268 quantize_per_channel_default_23" [id=268, type="quantize_per_channel"]; -"269 dequantize_per_channel_default_23" [id=269, type="dequantize_per_channel"]; -"270 conv2d_25" [id=270, type=conv2d]; -"271 quantize_per_tensor_default_22" [id=271, type="quantize_per_tensor"]; -"272 dequantize_per_tensor_default_22" [id=272, type="dequantize_per_tensor"]; -"273 add__2" [id=273, type="add_"]; -"274 quantize_per_tensor_default_23" [id=274, type="quantize_per_tensor"]; -"275 dequantize_per_tensor_default_23" [id=275, type="dequantize_per_tensor"]; -"276 features_7_block_0_0_weight_bias" [id=276, type="get_attr"]; -"277 conv2d_26_scale_0" [id=277, type="get_attr"]; -"278 conv2d_26_zero_point_0" [id=278, type="get_attr"]; -"279 compressed_weight_updated_constant18" [id=279, type="get_attr"]; -"280 quantize_per_channel_default_24" [id=280, type="quantize_per_channel"]; -"281 dequantize_per_channel_default_24" [id=281, type="dequantize_per_channel"]; -"282 conv2d_26" [id=282, type=conv2d]; -"283 hardswish__7_scale_0" [id=283, type="get_attr"]; -"284 hardswish__7_zero_point_0" [id=284, type="get_attr"]; -"285 hardswish__7" [id=285, type="hardswish_"]; -"286 quantize_per_channel_default_25" [id=286, type="quantize_per_channel"]; -"287 dequantize_per_channel_default_25" [id=287, type="dequantize_per_channel"]; -"288 features_7_block_1_0_weight_bias" [id=288, type="get_attr"]; -"289 conv2d_27_scale_0" [id=289, type="get_attr"]; -"290 conv2d_27_zero_point_0" [id=290, type="get_attr"]; -"291 compressed_weight_updated_constant19" [id=291, type="get_attr"]; -"292 quantize_per_channel_default_26" [id=292, type="quantize_per_channel"]; -"293 dequantize_per_channel_default_26" [id=293, type="dequantize_per_channel"]; -"294 conv2d_27" [id=294, type=conv2d]; -"295 hardswish__8" [id=295, type="hardswish_"]; -"296 quantize_per_tensor_default_24" [id=296, type="quantize_per_tensor"]; -"297 dequantize_per_tensor_default_24" [id=297, type="dequantize_per_tensor"]; -"298 adaptive_avg_pool2d_4" [id=298, type="adaptive_avg_pool2d"]; -"299 conv2d_28" [id=299, type=conv2d]; -"300 relu_4" [id=300, type=relu]; -"301 conv2d_29" [id=301, type=conv2d]; -"302 hardsigmoid_4" [id=302, type=hardsigmoid]; -"303 quantize_per_tensor_default_25" [id=303, type="quantize_per_tensor"]; -"304 dequantize_per_tensor_default_25" [id=304, type="dequantize_per_tensor"]; -"305 mul_4" [id=305, type=mul]; -"306 quantize_per_tensor_default_26" [id=306, type="quantize_per_tensor"]; -"307 dequantize_per_tensor_default_26" [id=307, type="dequantize_per_tensor"]; -"308 features_7_block_3_0_weight_bias" [id=308, type="get_attr"]; -"309 conv2d_30_scale_0" [id=309, type="get_attr"]; -"310 conv2d_30_zero_point_0" [id=310, type="get_attr"]; -"311 compressed_weight_updated_constant20" [id=311, type="get_attr"]; -"312 quantize_per_channel_default_27" [id=312, type="quantize_per_channel"]; -"313 dequantize_per_channel_default_27" [id=313, type="dequantize_per_channel"]; -"314 conv2d_30" [id=314, type=conv2d]; -"315 quantize_per_tensor_default_27" [id=315, type="quantize_per_tensor"]; -"316 dequantize_per_tensor_default_27" [id=316, type="dequantize_per_tensor"]; -"317 features_8_block_0_0_weight_bias" [id=317, type="get_attr"]; -"318 conv2d_31_scale_0" [id=318, type="get_attr"]; -"319 conv2d_31_zero_point_0" [id=319, type="get_attr"]; -"320 compressed_weight_updated_constant21" [id=320, type="get_attr"]; -"321 quantize_per_channel_default_28" [id=321, type="quantize_per_channel"]; -"322 dequantize_per_channel_default_28" [id=322, type="dequantize_per_channel"]; -"323 conv2d_31" [id=323, type=conv2d]; -"324 hardswish__9_scale_0" [id=324, type="get_attr"]; -"325 hardswish__9_zero_point_0" [id=325, type="get_attr"]; -"326 hardswish__9" [id=326, type="hardswish_"]; -"327 quantize_per_channel_default_29" [id=327, type="quantize_per_channel"]; -"328 dequantize_per_channel_default_29" [id=328, type="dequantize_per_channel"]; -"329 features_8_block_1_0_weight_bias" [id=329, type="get_attr"]; -"330 conv2d_32_scale_0" [id=330, type="get_attr"]; -"331 conv2d_32_zero_point_0" [id=331, type="get_attr"]; -"332 compressed_weight_updated_constant22" [id=332, type="get_attr"]; -"333 quantize_per_channel_default_30" [id=333, type="quantize_per_channel"]; -"334 dequantize_per_channel_default_30" [id=334, type="dequantize_per_channel"]; -"335 conv2d_32" [id=335, type=conv2d]; -"336 hardswish__10" [id=336, type="hardswish_"]; -"337 quantize_per_tensor_default_28" [id=337, type="quantize_per_tensor"]; -"338 dequantize_per_tensor_default_28" [id=338, type="dequantize_per_tensor"]; -"339 adaptive_avg_pool2d_5" [id=339, type="adaptive_avg_pool2d"]; -"340 conv2d_33" [id=340, type=conv2d]; -"341 relu_5" [id=341, type=relu]; -"342 conv2d_34" [id=342, type=conv2d]; -"343 hardsigmoid_5" [id=343, type=hardsigmoid]; -"344 quantize_per_tensor_default_29" [id=344, type="quantize_per_tensor"]; -"345 dequantize_per_tensor_default_29" [id=345, type="dequantize_per_tensor"]; -"346 mul_5" [id=346, type=mul]; -"347 quantize_per_tensor_default_30" [id=347, type="quantize_per_tensor"]; -"348 dequantize_per_tensor_default_30" [id=348, type="dequantize_per_tensor"]; 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compressed_weight_updated_constant24" [id=364, type="get_attr"]; -"365 quantize_per_channel_default_32" [id=365, type="quantize_per_channel"]; -"366 dequantize_per_channel_default_32" [id=366, type="dequantize_per_channel"]; -"367 conv2d_36" [id=367, type=conv2d]; -"368 hardswish__11_scale_0" [id=368, type="get_attr"]; -"369 hardswish__11_zero_point_0" [id=369, type="get_attr"]; -"370 hardswish__11" [id=370, type="hardswish_"]; -"371 quantize_per_channel_default_33" [id=371, type="quantize_per_channel"]; -"372 dequantize_per_channel_default_33" [id=372, type="dequantize_per_channel"]; -"373 features_9_block_1_0_weight_bias" [id=373, type="get_attr"]; -"374 conv2d_37_scale_0" [id=374, type="get_attr"]; -"375 conv2d_37_zero_point_0" [id=375, type="get_attr"]; -"376 compressed_weight_updated_constant25" [id=376, type="get_attr"]; -"377 quantize_per_channel_default_34" [id=377, type="quantize_per_channel"]; -"378 dequantize_per_channel_default_34" [id=378, type="dequantize_per_channel"]; 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hardswish__13" [id=411, type="hardswish_"]; -"412 quantize_per_channel_default_37" [id=412, type="quantize_per_channel"]; -"413 dequantize_per_channel_default_37" [id=413, type="dequantize_per_channel"]; -"414 features_10_block_1_0_weight_bias" [id=414, type="get_attr"]; -"415 conv2d_42_scale_0" [id=415, type="get_attr"]; -"416 conv2d_42_zero_point_0" [id=416, type="get_attr"]; -"417 compressed_weight_updated_constant28" [id=417, type="get_attr"]; -"418 quantize_per_channel_default_38" [id=418, type="quantize_per_channel"]; -"419 dequantize_per_channel_default_38" [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_37" [id=422, type="quantize_per_tensor"]; -"423 dequantize_per_tensor_default_37" [id=423, type="dequantize_per_tensor"]; -"424 adaptive_avg_pool2d_7" [id=424, type="adaptive_avg_pool2d"]; -"425 conv2d_43" [id=425, type=conv2d]; -"426 relu_7" [id=426, type=relu]; -"427 conv2d_44" [id=427, type=conv2d]; -"428 hardsigmoid_7" [id=428, type=hardsigmoid]; -"429 quantize_per_tensor_default_38" [id=429, type="quantize_per_tensor"]; -"430 dequantize_per_tensor_default_38" [id=430, type="dequantize_per_tensor"]; -"431 mul_7" [id=431, type=mul]; -"432 quantize_per_tensor_default_39" [id=432, type="quantize_per_tensor"]; -"433 dequantize_per_tensor_default_39" [id=433, type="dequantize_per_tensor"]; -"434 features_10_block_3_0_weight_bias" [id=434, type="get_attr"]; -"435 conv2d_45_scale_0" [id=435, type="get_attr"]; -"436 conv2d_45_zero_point_0" [id=436, type="get_attr"]; -"437 compressed_weight_updated_constant29" [id=437, type="get_attr"]; -"438 quantize_per_channel_default_39" [id=438, type="quantize_per_channel"]; -"439 dequantize_per_channel_default_39" [id=439, type="dequantize_per_channel"]; -"440 conv2d_45" [id=440, type=conv2d]; -"441 quantize_per_tensor_default_40" [id=441, type="quantize_per_tensor"]; -"442 dequantize_per_tensor_default_40" [id=442, type="dequantize_per_tensor"]; -"443 add__4" [id=443, type="add_"]; -"444 quantize_per_tensor_default_41" [id=444, type="quantize_per_tensor"]; -"445 dequantize_per_tensor_default_41" [id=445, type="dequantize_per_tensor"]; -"446 features_11_block_0_0_weight_bias" [id=446, type="get_attr"]; -"447 conv2d_46_scale_0" [id=447, type="get_attr"]; -"448 conv2d_46_zero_point_0" [id=448, type="get_attr"]; -"449 compressed_weight_updated_constant30" [id=449, type="get_attr"]; -"450 quantize_per_channel_default_40" [id=450, type="quantize_per_channel"]; -"451 dequantize_per_channel_default_40" [id=451, type="dequantize_per_channel"]; -"452 conv2d_46" [id=452, type=conv2d]; -"453 hardswish__15_scale_0" [id=453, type="get_attr"]; -"454 hardswish__15_zero_point_0" [id=454, type="get_attr"]; -"455 hardswish__15" [id=455, type="hardswish_"]; -"456 quantize_per_channel_default_41" [id=456, type="quantize_per_channel"]; -"457 dequantize_per_channel_default_41" [id=457, type="dequantize_per_channel"]; -"458 features_11_block_1_0_weight_bias" [id=458, type="get_attr"]; -"459 conv2d_47_scale_0" [id=459, type="get_attr"]; -"460 conv2d_47_zero_point_0" [id=460, type="get_attr"]; -"461 compressed_weight_updated_constant31" [id=461, type="get_attr"]; -"462 quantize_per_channel_default_42" [id=462, type="quantize_per_channel"]; -"463 dequantize_per_channel_default_42" [id=463, type="dequantize_per_channel"]; -"464 conv2d_47" [id=464, type=conv2d]; -"465 hardswish__16" [id=465, type="hardswish_"]; -"466 quantize_per_tensor_default_42" [id=466, type="quantize_per_tensor"]; -"467 dequantize_per_tensor_default_42" [id=467, type="dequantize_per_tensor"]; -"468 adaptive_avg_pool2d_8" [id=468, type="adaptive_avg_pool2d"]; -"469 conv2d_48" [id=469, type=conv2d]; -"470 relu_8" [id=470, type=relu]; -"471 conv2d_49" [id=471, type=conv2d]; -"472 hardsigmoid_8" [id=472, type=hardsigmoid]; -"473 quantize_per_tensor_default_43" [id=473, type="quantize_per_tensor"]; -"474 dequantize_per_tensor_default_43" [id=474, type="dequantize_per_tensor"]; -"475 mul_8" [id=475, type=mul]; -"476 quantize_per_tensor_default_44" [id=476, type="quantize_per_tensor"]; -"477 dequantize_per_tensor_default_44" [id=477, type="dequantize_per_tensor"]; -"478 features_11_block_3_0_weight_bias" [id=478, type="get_attr"]; -"479 conv2d_50_scale_0" [id=479, type="get_attr"]; -"480 conv2d_50_zero_point_0" [id=480, type="get_attr"]; -"481 compressed_weight_updated_constant32" [id=481, type="get_attr"]; -"482 quantize_per_channel_default_43" [id=482, type="quantize_per_channel"]; -"483 dequantize_per_channel_default_43" [id=483, type="dequantize_per_channel"]; -"484 conv2d_50" [id=484, type=conv2d]; -"485 quantize_per_tensor_default_45" [id=485, type="quantize_per_tensor"]; -"486 dequantize_per_tensor_default_45" [id=486, type="dequantize_per_tensor"]; -"487 add__5" [id=487, type="add_"]; -"488 quantize_per_tensor_default_46" [id=488, type="quantize_per_tensor"]; -"489 dequantize_per_tensor_default_46" [id=489, type="dequantize_per_tensor"]; -"490 features_12_0_weight_bias" [id=490, type="get_attr"]; -"491 conv2d_51_scale_0" [id=491, type="get_attr"]; -"492 conv2d_51_zero_point_0" [id=492, type="get_attr"]; -"493 compressed_weight_updated_constant33" [id=493, type="get_attr"]; -"494 quantize_per_channel_default_44" [id=494, type="quantize_per_channel"]; -"495 dequantize_per_channel_default_44" [id=495, type="dequantize_per_channel"]; -"496 conv2d_51" [id=496, type=conv2d]; -"497 hardswish__17" [id=497, type="hardswish_"]; -"498 quantize_per_tensor_default_47" [id=498, type="quantize_per_tensor"]; -"499 dequantize_per_tensor_default_47" [id=499, type="dequantize_per_tensor"]; -"500 adaptive_avg_pool2d_9" [id=500, type="adaptive_avg_pool2d"]; -"501 quantize_per_tensor_default_48" [id=501, type="quantize_per_tensor"]; -"502 dequantize_per_tensor_default_48" [id=502, type="dequantize_per_tensor"]; -"503 flatten" [id=503, type=flatten]; -"504 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features_5_block_2_fc2_bias" -> "213 conv2d_19" [style=solid, label="(240,)"]; -"12 features_6_block_2_fc1_weight" -> "255 conv2d_23" [style=solid, label="(64, 240, 1, 1)"]; -"13 features_6_block_2_fc1_bias" -> "255 conv2d_23" [style=solid, label="(64,)"]; -"14 features_6_block_2_fc2_weight" -> "257 conv2d_24" [style=solid, label="(240, 64, 1, 1)"]; -"15 features_6_block_2_fc2_bias" -> "257 conv2d_24" [style=solid, label="(240,)"]; -"16 features_7_block_2_fc1_weight" -> "299 conv2d_28" [style=solid, label="(32, 120, 1, 1)"]; -"17 features_7_block_2_fc1_bias" -> "299 conv2d_28" [style=solid, label="(32,)"]; -"18 features_7_block_2_fc2_weight" -> "301 conv2d_29" [style=solid, label="(120, 32, 1, 1)"]; -"19 features_7_block_2_fc2_bias" -> "301 conv2d_29" [style=solid, label="(120,)"]; -"20 features_8_block_2_fc1_weight" -> "340 conv2d_33" [style=solid, label="(40, 144, 1, 1)"]; -"21 features_8_block_2_fc1_bias" -> "340 conv2d_33" [style=solid, label="(40,)"]; -"22 features_8_block_2_fc2_weight" -> "342 conv2d_34" [style=solid, label="(144, 40, 1, 1)"]; -"23 features_8_block_2_fc2_bias" -> "342 conv2d_34" [style=solid, label="(144,)"]; -"24 features_9_block_2_fc1_weight" -> "384 conv2d_38" [style=solid, label="(72, 288, 1, 1)"]; -"25 features_9_block_2_fc1_bias" -> "384 conv2d_38" [style=solid, label="(72,)"]; -"26 features_9_block_2_fc2_weight" -> "386 conv2d_39" [style=solid, label="(288, 72, 1, 1)"]; -"27 features_9_block_2_fc2_bias" -> "386 conv2d_39" [style=solid, label="(288,)"]; -"28 features_10_block_2_fc1_weight" -> "425 conv2d_43" [style=solid, label="(144, 576, 1, 1)"]; -"29 features_10_block_2_fc1_bias" -> "425 conv2d_43" [style=solid, label="(144,)"]; -"30 features_10_block_2_fc2_weight" -> "427 conv2d_44" [style=solid, label="(576, 144, 1, 1)"]; -"31 features_10_block_2_fc2_bias" -> "427 conv2d_44" [style=solid, label="(576,)"]; -"32 features_11_block_2_fc1_weight" -> "469 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; -"33 features_11_block_2_fc1_bias" -> "469 conv2d_48" [style=solid, label="(144,)"]; -"34 features_11_block_2_fc2_weight" -> "471 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; -"35 features_11_block_2_fc2_bias" -> "471 conv2d_49" [style=solid, label="(576,)"]; -"36 classifier_0_bias" -> "509 linear" [style=solid, label="(1024,)"]; -"37 classifier_3_bias" -> "519 linear_1" [style=solid, label="(1000,)"]; +"62 dequantize_per_tensor_default_51" [id=62, type="dequantize_per_tensor"]; +"63 dequantize_per_tensor_default_50" [id=63, type="dequantize_per_tensor"]; +"64 adaptive_avg_pool2d" [id=64, type="adaptive_avg_pool2d"]; +"65 conv2d_2" [id=65, type=conv2d]; +"66 relu" [id=66, type=relu]; +"67 conv2d_3" [id=67, type=conv2d]; +"68 hardsigmoid" [id=68, type=hardsigmoid]; +"69 quantize_per_tensor_default_2" [id=69, type="quantize_per_tensor"]; +"70 dequantize_per_tensor_default_2" [id=70, type="dequantize_per_tensor"]; +"71 mul" [id=71, type=mul]; +"72 quantize_per_tensor_default_3" [id=72, type="quantize_per_tensor"]; +"73 dequantize_per_tensor_default_3" [id=73, type="dequantize_per_tensor"]; +"74 features_1_block_2_0_weight_bias" [id=74, type="get_attr"]; +"75 conv2d_4_scale_0" [id=75, type="get_attr"]; +"76 conv2d_4_zero_point_0" [id=76, type="get_attr"]; +"77 compressed_weight_updated_constant2" [id=77, type="get_attr"]; +"78 quantize_per_channel_default_3" [id=78, type="quantize_per_channel"]; +"79 dequantize_per_channel_default_3" [id=79, type="dequantize_per_channel"]; +"80 conv2d_4" [id=80, type=conv2d]; +"81 quantize_per_tensor_default_4" [id=81, type="quantize_per_tensor"]; +"82 dequantize_per_tensor_default_4" [id=82, type="dequantize_per_tensor"]; +"83 features_2_block_0_0_weight_bias" [id=83, type="get_attr"]; +"84 conv2d_5_scale_0" [id=84, type="get_attr"]; +"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_5" [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_53" [id=113, type="dequantize_per_tensor"]; +"114 dequantize_per_tensor_default_52" [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_7" [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_8" [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_9" [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_55" [id=170, type="dequantize_per_tensor"]; +"171 dequantize_per_tensor_default_54" [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_11" [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_12" [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_57" [id=190, type="dequantize_per_tensor"]; +"191 dequantize_per_tensor_default_56" [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_59" [id=213, type="dequantize_per_tensor"]; +"214 dequantize_per_tensor_default_58" [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_15" [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_16" [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_17" [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_61" [id=236, type="dequantize_per_tensor"]; +"237 dequantize_per_tensor_default_60" [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_63" [id=259, type="dequantize_per_tensor"]; +"260 dequantize_per_tensor_default_62" [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_20" [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_21" [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_22" [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_23" [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_65" [id=304, type="dequantize_per_tensor"]; +"305 dequantize_per_tensor_default_64" [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_25" [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_26" [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_67" [id=324, type="dequantize_per_tensor"]; +"325 dequantize_per_tensor_default_66" [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_69" [id=347, type="dequantize_per_tensor"]; +"348 dequantize_per_tensor_default_68" [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_29" [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_30" [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_31" [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_32" [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_71" [id=392, type="dequantize_per_tensor"]; +"393 dequantize_per_tensor_default_70" [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_34" [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_35" [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_73" [id=412, type="dequantize_per_tensor"]; +"413 dequantize_per_tensor_default_72" [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_75" [id=435, type="dequantize_per_tensor"]; +"436 dequantize_per_tensor_default_74" [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_38" [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_39" [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_40" [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_77" [id=458, type="dequantize_per_tensor"]; +"459 dequantize_per_tensor_default_76" [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_79" [id=481, type="dequantize_per_tensor"]; +"482 dequantize_per_tensor_default_78" [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_43" [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_44" [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_45" [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_46" [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_47" [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_48" [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_49" [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" [style=solid, label="(8, 16, 1, 1)"]; +"1 features_1_block_1_fc1_bias" -> "65 conv2d_2" [style=solid, label="(8,)"]; +"2 features_1_block_1_fc2_weight" -> "67 conv2d_3" [style=solid, label="(16, 8, 1, 1)"]; +"3 features_1_block_1_fc2_bias" -> "67 conv2d_3" [style=solid, label="(16,)"]; +"4 features_4_block_2_fc1_weight" -> "173 conv2d_13" [style=solid, label="(24, 96, 1, 1)"]; +"5 features_4_block_2_fc1_bias" -> "173 conv2d_13" [style=solid, label="(24,)"]; +"6 features_4_block_2_fc2_weight" -> "175 conv2d_14" [style=solid, label="(96, 24, 1, 1)"]; +"7 features_4_block_2_fc2_bias" -> "175 conv2d_14" [style=solid, label="(96,)"]; +"8 features_5_block_2_fc1_weight" -> "216 conv2d_18" [style=solid, label="(64, 240, 1, 1)"]; +"9 features_5_block_2_fc1_bias" -> "216 conv2d_18" [style=solid, label="(64,)"]; +"10 features_5_block_2_fc2_weight" -> "218 conv2d_19" [style=solid, label="(240, 64, 1, 1)"]; +"11 features_5_block_2_fc2_bias" -> "218 conv2d_19" [style=solid, label="(240,)"]; +"12 features_6_block_2_fc1_weight" -> "262 conv2d_23" [style=solid, label="(64, 240, 1, 1)"]; +"13 features_6_block_2_fc1_bias" -> "262 conv2d_23" [style=solid, label="(64,)"]; +"14 features_6_block_2_fc2_weight" -> "264 conv2d_24" [style=solid, label="(240, 64, 1, 1)"]; +"15 features_6_block_2_fc2_bias" -> "264 conv2d_24" [style=solid, label="(240,)"]; +"16 features_7_block_2_fc1_weight" -> "307 conv2d_28" [style=solid, label="(32, 120, 1, 1)"]; +"17 features_7_block_2_fc1_bias" -> "307 conv2d_28" [style=solid, label="(32,)"]; +"18 features_7_block_2_fc2_weight" -> "309 conv2d_29" [style=solid, label="(120, 32, 1, 1)"]; +"19 features_7_block_2_fc2_bias" -> "309 conv2d_29" [style=solid, label="(120,)"]; +"20 features_8_block_2_fc1_weight" -> "350 conv2d_33" [style=solid, label="(40, 144, 1, 1)"]; +"21 features_8_block_2_fc1_bias" -> "350 conv2d_33" [style=solid, label="(40,)"]; +"22 features_8_block_2_fc2_weight" -> "352 conv2d_34" [style=solid, label="(144, 40, 1, 1)"]; +"23 features_8_block_2_fc2_bias" -> "352 conv2d_34" [style=solid, label="(144,)"]; +"24 features_9_block_2_fc1_weight" -> "395 conv2d_38" [style=solid, label="(72, 288, 1, 1)"]; +"25 features_9_block_2_fc1_bias" -> "395 conv2d_38" [style=solid, label="(72,)"]; +"26 features_9_block_2_fc2_weight" -> "397 conv2d_39" [style=solid, label="(288, 72, 1, 1)"]; +"27 features_9_block_2_fc2_bias" -> "397 conv2d_39" [style=solid, label="(288,)"]; +"28 features_10_block_2_fc1_weight" -> "438 conv2d_43" [style=solid, label="(144, 576, 1, 1)"]; +"29 features_10_block_2_fc1_bias" -> "438 conv2d_43" [style=solid, label="(144,)"]; +"30 features_10_block_2_fc2_weight" -> "440 conv2d_44" [style=solid, label="(576, 144, 1, 1)"]; +"31 features_10_block_2_fc2_bias" -> "440 conv2d_44" [style=solid, label="(576,)"]; +"32 features_11_block_2_fc1_weight" -> "484 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; +"33 features_11_block_2_fc1_bias" -> "484 conv2d_48" [style=solid, label="(144,)"]; +"34 features_11_block_2_fc2_weight" -> "486 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; +"35 features_11_block_2_fc2_bias" -> "486 conv2d_49" [style=solid, label="(576,)"]; +"36 classifier_0_bias" -> "524 linear" [style=solid, label="(1024,)"]; +"37 classifier_3_bias" -> "534 linear_1" [style=solid, label="(1000,)"]; "38 x" -> "39 quantize_per_tensor_default" [style=solid, label="(1, 3, -1, -1)"]; "39 quantize_per_tensor_default" -> "40 dequantize_per_tensor_default" [style=solid, label="(1, 3, -1, -1)"]; "40 dequantize_per_tensor_default" -> "47 conv2d" [style=solid, label="(1, 3, -1, -1)"]; @@ -587,566 +602,581 @@ strict digraph { "58 dequantize_per_channel_default_2" -> "59 conv2d_1" [style=solid, label="(16, 1, 3, 3)"]; "59 conv2d_1" -> "60 relu_" [style=solid, label="(1, 16, -1, -1)"]; "60 relu_" -> "61 quantize_per_tensor_default_1" [style=solid, label="(1, 16, -1, -1)"]; -"61 quantize_per_tensor_default_1" -> "62 dequantize_per_tensor_default_1" [style=solid, label="(1, 16, -1, -1)"]; -"62 dequantize_per_tensor_default_1" -> "63 adaptive_avg_pool2d" [style=solid, label="(1, 16, -1, -1)"]; -"62 dequantize_per_tensor_default_1" -> "70 mul" [style=solid, label="(1, 16, -1, -1)"]; -"63 adaptive_avg_pool2d" -> "64 conv2d_2" [style=solid, label="(1, 16, 1, 1)"]; -"64 conv2d_2" -> "65 relu" [style=solid, label="(1, 8, 1, 1)"]; -"65 relu" -> "66 conv2d_3" [style=solid, label="(1, 8, 1, 1)"]; -"66 conv2d_3" -> "67 hardsigmoid" [style=solid, label="(1, 16, 1, 1)"]; -"67 hardsigmoid" -> "68 quantize_per_tensor_default_2" [style=solid, label="(1, 16, 1, 1)"]; -"68 quantize_per_tensor_default_2" -> "69 dequantize_per_tensor_default_2" [style=solid, label="(1, 16, 1, 1)"]; -"69 dequantize_per_tensor_default_2" -> "70 mul" [style=solid, label="(1, 16, 1, 1)"]; -"70 mul" -> "71 quantize_per_tensor_default_3" [style=solid, label="(1, 16, -1, -1)"]; -"71 quantize_per_tensor_default_3" -> "72 dequantize_per_tensor_default_3" [style=solid, label="(1, 16, -1, -1)"]; -"72 dequantize_per_tensor_default_3" -> "79 conv2d_4" [style=solid, label="(1, 16, -1, -1)"]; -"73 features_1_block_2_0_weight_bias" -> "79 conv2d_4" [style=solid, label="(16,)"]; -"74 conv2d_4_scale_0" -> "77 quantize_per_channel_default_3" [style=solid, label="(16,)"]; -"74 conv2d_4_scale_0" -> "78 dequantize_per_channel_default_3" [style=solid, label="(16,)"]; -"75 conv2d_4_zero_point_0" -> "77 quantize_per_channel_default_3" [style=solid, label="(16,)"]; -"75 conv2d_4_zero_point_0" -> "78 dequantize_per_channel_default_3" [style=solid, label="(16,)"]; -"76 compressed_weight_updated_constant2" -> "77 quantize_per_channel_default_3" [style=solid, label="(16, 16, 1, 1)"]; -"77 quantize_per_channel_default_3" -> "78 dequantize_per_channel_default_3" [style=solid, label="(16, 16, 1, 1)"]; -"78 dequantize_per_channel_default_3" -> "79 conv2d_4" [style=solid, label="(16, 16, 1, 1)"]; -"79 conv2d_4" -> "80 quantize_per_tensor_default_4" [style=solid, label="(1, 16, -1, -1)"]; -"80 quantize_per_tensor_default_4" -> "81 dequantize_per_tensor_default_4" [style=solid, label="(1, 16, -1, -1)"]; -"81 dequantize_per_tensor_default_4" -> "88 conv2d_5" [style=solid, label="(1, 16, -1, -1)"]; -"82 features_2_block_0_0_weight_bias" -> "88 conv2d_5" [style=solid, label="(72,)"]; -"83 conv2d_5_scale_0" -> "86 quantize_per_channel_default_4" [style=solid, label="(72,)"]; -"83 conv2d_5_scale_0" -> "87 dequantize_per_channel_default_4" [style=solid, label="(72,)"]; -"84 conv2d_5_zero_point_0" -> "86 quantize_per_channel_default_4" [style=solid, label="(72,)"]; -"84 conv2d_5_zero_point_0" -> "87 dequantize_per_channel_default_4" [style=solid, label="(72,)"]; -"85 compressed_weight_updated_constant3" -> "86 quantize_per_channel_default_4" [style=solid, label="(72, 16, 1, 1)"]; -"86 quantize_per_channel_default_4" -> "87 dequantize_per_channel_default_4" [style=solid, label="(72, 16, 1, 1)"]; -"87 dequantize_per_channel_default_4" -> "88 conv2d_5" [style=solid, label="(72, 16, 1, 1)"]; -"88 conv2d_5" -> "91 relu__1" [style=solid, label="(1, 72, -1, -1)"]; -"89 relu__1_scale_0" -> "92 quantize_per_channel_default_5" [style=solid, label="(72,)"]; -"89 relu__1_scale_0" -> "93 dequantize_per_channel_default_5" [style=solid, label="(72,)"]; -"90 relu__1_zero_point_0" -> "92 quantize_per_channel_default_5" [style=solid, label="(72,)"]; -"90 relu__1_zero_point_0" -> "93 dequantize_per_channel_default_5" [style=solid, label="(72,)"]; -"91 relu__1" -> "92 quantize_per_channel_default_5" [style=solid, label="(1, 72, -1, -1)"]; -"92 quantize_per_channel_default_5" -> "93 dequantize_per_channel_default_5" [style=solid, label="(1, 72, -1, -1)"]; -"93 dequantize_per_channel_default_5" -> "100 conv2d_6" [style=solid, label="(1, 72, -1, -1)"]; -"94 features_2_block_1_0_weight_bias" -> "100 conv2d_6" [style=solid, label="(72,)"]; -"95 conv2d_6_scale_0" -> "98 quantize_per_channel_default_6" [style=solid, label="(72,)"]; -"95 conv2d_6_scale_0" -> "99 dequantize_per_channel_default_6" [style=solid, label="(72,)"]; -"96 conv2d_6_zero_point_0" -> "98 quantize_per_channel_default_6" [style=solid, label="(72,)"]; -"96 conv2d_6_zero_point_0" -> "99 dequantize_per_channel_default_6" [style=solid, label="(72,)"]; -"97 compressed_weight_updated_constant4" -> "98 quantize_per_channel_default_6" [style=solid, label="(72, 1, 3, 3)"]; -"98 quantize_per_channel_default_6" -> "99 dequantize_per_channel_default_6" [style=solid, label="(72, 1, 3, 3)"]; -"99 dequantize_per_channel_default_6" -> "100 conv2d_6" [style=solid, label="(72, 1, 3, 3)"]; -"100 conv2d_6" -> "101 relu__2" [style=solid, label="(1, 72, -1, -1)"]; -"101 relu__2" -> "102 quantize_per_tensor_default_5" [style=solid, label="(1, 72, -1, -1)"]; -"102 quantize_per_tensor_default_5" -> "103 dequantize_per_tensor_default_5" [style=solid, label="(1, 72, -1, -1)"]; -"103 dequantize_per_tensor_default_5" -> "110 conv2d_7" [style=solid, label="(1, 72, -1, -1)"]; -"104 features_2_block_2_0_weight_bias" -> "110 conv2d_7" [style=solid, label="(24,)"]; -"105 conv2d_7_scale_0" -> "108 quantize_per_channel_default_7" [style=solid, label="(24,)"]; -"105 conv2d_7_scale_0" -> "109 dequantize_per_channel_default_7" [style=solid, label="(24,)"]; -"106 conv2d_7_zero_point_0" -> "108 quantize_per_channel_default_7" [style=solid, label="(24,)"]; -"106 conv2d_7_zero_point_0" -> "109 dequantize_per_channel_default_7" [style=solid, label="(24,)"]; -"107 compressed_weight_updated_constant5" -> "108 quantize_per_channel_default_7" [style=solid, label="(24, 72, 1, 1)"]; -"108 quantize_per_channel_default_7" -> "109 dequantize_per_channel_default_7" [style=solid, label="(24, 72, 1, 1)"]; -"109 dequantize_per_channel_default_7" -> "110 conv2d_7" [style=solid, label="(24, 72, 1, 1)"]; -"110 conv2d_7" -> "111 quantize_per_tensor_default_6" [style=solid, label="(1, 24, -1, -1)"]; -"111 quantize_per_tensor_default_6" -> "112 dequantize_per_tensor_default_6" [style=solid, label="(1, 24, -1, -1)"]; -"112 dequantize_per_tensor_default_6" -> "119 conv2d_8" [style=solid, label="(1, 24, -1, -1)"]; -"112 dequantize_per_tensor_default_6" -> "144 add_" [style=solid, label="(1, 24, -1, -1)"]; -"113 features_3_block_0_0_weight_bias" -> "119 conv2d_8" [style=solid, label="(88,)"]; -"114 conv2d_8_scale_0" -> "117 quantize_per_channel_default_8" [style=solid, label="(88,)"]; -"114 conv2d_8_scale_0" -> "118 dequantize_per_channel_default_8" [style=solid, label="(88,)"]; -"115 conv2d_8_zero_point_0" -> "117 quantize_per_channel_default_8" [style=solid, label="(88,)"]; -"115 conv2d_8_zero_point_0" -> "118 dequantize_per_channel_default_8" [style=solid, label="(88,)"]; -"116 compressed_weight_updated_constant6" -> "117 quantize_per_channel_default_8" [style=solid, label="(88, 24, 1, 1)"]; -"117 quantize_per_channel_default_8" -> "118 dequantize_per_channel_default_8" [style=solid, label="(88, 24, 1, 1)"]; -"118 dequantize_per_channel_default_8" -> "119 conv2d_8" [style=solid, label="(88, 24, 1, 1)"]; -"119 conv2d_8" -> "122 relu__3" [style=solid, label="(1, 88, -1, -1)"]; -"120 relu__3_scale_0" -> "123 quantize_per_channel_default_9" [style=solid, label="(88,)"]; -"120 relu__3_scale_0" -> "124 dequantize_per_channel_default_9" [style=solid, label="(88,)"]; -"121 relu__3_zero_point_0" -> "123 quantize_per_channel_default_9" [style=solid, label="(88,)"]; -"121 relu__3_zero_point_0" -> "124 dequantize_per_channel_default_9" [style=solid, label="(88,)"]; -"122 relu__3" -> "123 quantize_per_channel_default_9" [style=solid, label="(1, 88, -1, -1)"]; -"123 quantize_per_channel_default_9" -> "124 dequantize_per_channel_default_9" [style=solid, label="(1, 88, -1, -1)"]; -"124 dequantize_per_channel_default_9" -> "131 conv2d_9" [style=solid, label="(1, 88, -1, -1)"]; -"125 features_3_block_1_0_weight_bias" -> "131 conv2d_9" [style=solid, label="(88,)"]; -"126 conv2d_9_scale_0" -> "129 quantize_per_channel_default_10" [style=solid, label="(88,)"]; -"126 conv2d_9_scale_0" -> "130 dequantize_per_channel_default_10" [style=solid, label="(88,)"]; -"127 conv2d_9_zero_point_0" -> "129 quantize_per_channel_default_10" [style=solid, label="(88,)"]; -"127 conv2d_9_zero_point_0" -> "130 dequantize_per_channel_default_10" [style=solid, label="(88,)"]; -"128 compressed_weight_updated_constant7" -> "129 quantize_per_channel_default_10" [style=solid, label="(88, 1, 3, 3)"]; -"129 quantize_per_channel_default_10" -> "130 dequantize_per_channel_default_10" [style=solid, label="(88, 1, 3, 3)"]; -"130 dequantize_per_channel_default_10" -> "131 conv2d_9" [style=solid, label="(88, 1, 3, 3)"]; -"131 conv2d_9" -> "132 relu__4" [style=solid, label="(1, 88, -1, -1)"]; -"132 relu__4" -> "133 quantize_per_tensor_default_7" [style=solid, label="(1, 88, -1, -1)"]; -"133 quantize_per_tensor_default_7" -> "134 dequantize_per_tensor_default_7" [style=solid, label="(1, 88, -1, -1)"]; -"134 dequantize_per_tensor_default_7" -> "141 conv2d_10" [style=solid, label="(1, 88, -1, -1)"]; -"135 features_3_block_2_0_weight_bias" -> "141 conv2d_10" [style=solid, label="(24,)"]; -"136 conv2d_10_scale_0" -> "139 quantize_per_channel_default_11" [style=solid, label="(24,)"]; -"136 conv2d_10_scale_0" -> "140 dequantize_per_channel_default_11" [style=solid, label="(24,)"]; -"137 conv2d_10_zero_point_0" -> "139 quantize_per_channel_default_11" [style=solid, label="(24,)"]; -"137 conv2d_10_zero_point_0" -> "140 dequantize_per_channel_default_11" [style=solid, label="(24,)"]; -"138 compressed_weight_updated_constant8" -> "139 quantize_per_channel_default_11" [style=solid, label="(24, 88, 1, 1)"]; -"139 quantize_per_channel_default_11" -> "140 dequantize_per_channel_default_11" [style=solid, label="(24, 88, 1, 1)"]; -"140 dequantize_per_channel_default_11" -> "141 conv2d_10" [style=solid, label="(24, 88, 1, 1)"]; -"141 conv2d_10" -> "142 quantize_per_tensor_default_8" [style=solid, label="(1, 24, -1, -1)"]; -"142 quantize_per_tensor_default_8" -> "143 dequantize_per_tensor_default_8" [style=solid, label="(1, 24, -1, -1)"]; -"143 dequantize_per_tensor_default_8" -> "144 add_" [style=solid, label="(1, 24, -1, -1)"]; -"144 add_" -> "145 quantize_per_tensor_default_9" [style=solid, label="(1, 24, -1, -1)"]; -"145 quantize_per_tensor_default_9" -> "146 dequantize_per_tensor_default_9" [style=solid, label="(1, 24, -1, -1)"]; -"146 dequantize_per_tensor_default_9" -> "153 conv2d_11" [style=solid, label="(1, 24, -1, -1)"]; -"147 features_4_block_0_0_weight_bias" -> "153 conv2d_11" [style=solid, label="(96,)"]; -"148 conv2d_11_scale_0" -> "151 quantize_per_channel_default_12" [style=solid, label="(96,)"]; -"148 conv2d_11_scale_0" -> "152 dequantize_per_channel_default_12" [style=solid, label="(96,)"]; -"149 conv2d_11_zero_point_0" -> "151 quantize_per_channel_default_12" [style=solid, label="(96,)"]; -"149 conv2d_11_zero_point_0" -> "152 dequantize_per_channel_default_12" [style=solid, label="(96,)"]; -"150 compressed_weight_updated_constant9" -> "151 quantize_per_channel_default_12" [style=solid, label="(96, 24, 1, 1)"]; -"151 quantize_per_channel_default_12" -> "152 dequantize_per_channel_default_12" [style=solid, label="(96, 24, 1, 1)"]; -"152 dequantize_per_channel_default_12" -> "153 conv2d_11" [style=solid, label="(96, 24, 1, 1)"]; -"153 conv2d_11" -> "156 hardswish__1" [style=solid, label="(1, 96, -1, -1)"]; -"154 hardswish__1_scale_0" -> "157 quantize_per_channel_default_13" [style=solid, label="(96,)"]; -"154 hardswish__1_scale_0" -> "158 dequantize_per_channel_default_13" [style=solid, label="(96,)"]; -"155 hardswish__1_zero_point_0" -> "157 quantize_per_channel_default_13" [style=solid, label="(96,)"]; -"155 hardswish__1_zero_point_0" -> "158 dequantize_per_channel_default_13" [style=solid, label="(96,)"]; -"156 hardswish__1" -> "157 quantize_per_channel_default_13" [style=solid, label="(1, 96, -1, -1)"]; -"157 quantize_per_channel_default_13" -> "158 dequantize_per_channel_default_13" [style=solid, label="(1, 96, -1, -1)"]; -"158 dequantize_per_channel_default_13" -> "165 conv2d_12" [style=solid, label="(1, 96, -1, -1)"]; -"159 features_4_block_1_0_weight_bias" -> "165 conv2d_12" [style=solid, label="(96,)"]; -"160 conv2d_12_scale_0" -> "163 quantize_per_channel_default_14" [style=solid, label="(96,)"]; -"160 conv2d_12_scale_0" -> "164 dequantize_per_channel_default_14" [style=solid, label="(96,)"]; -"161 conv2d_12_zero_point_0" -> "163 quantize_per_channel_default_14" [style=solid, label="(96,)"]; -"161 conv2d_12_zero_point_0" -> "164 dequantize_per_channel_default_14" [style=solid, label="(96,)"]; -"162 compressed_weight_updated_constant10" -> "163 quantize_per_channel_default_14" [style=solid, label="(96, 1, 5, 5)"]; -"163 quantize_per_channel_default_14" -> "164 dequantize_per_channel_default_14" [style=solid, label="(96, 1, 5, 5)"]; -"164 dequantize_per_channel_default_14" -> "165 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label="(576, 1, 5, 5)"]; +"432 conv2d_42" -> "433 hardswish__14" [style=solid, label="(1, 576, -1, -1)"]; +"433 hardswish__14" -> "434 quantize_per_tensor_default_37" [style=solid, label="(1, 576, -1, -1)"]; +"434 quantize_per_tensor_default_37" -> "435 dequantize_per_tensor_default_75" [style=solid, label="(1, 576, -1, -1)"]; +"434 quantize_per_tensor_default_37" -> "436 dequantize_per_tensor_default_74" [style=solid, label="(1, 576, -1, -1)"]; +"435 dequantize_per_tensor_default_75" -> "444 mul_7" [style=solid, label="(1, 576, -1, -1)"]; +"436 dequantize_per_tensor_default_74" -> "437 adaptive_avg_pool2d_7" [style=solid, label="(1, 576, -1, -1)"]; +"437 adaptive_avg_pool2d_7" -> "438 conv2d_43" [style=solid, label="(1, 576, 1, 1)"]; +"438 conv2d_43" -> "439 relu_7" [style=solid, label="(1, 144, 1, 1)"]; +"439 relu_7" -> "440 conv2d_44" [style=solid, label="(1, 144, 1, 1)"]; +"440 conv2d_44" -> "441 hardsigmoid_7" [style=solid, label="(1, 576, 1, 1)"]; +"441 hardsigmoid_7" -> "442 quantize_per_tensor_default_38" [style=solid, label="(1, 576, 1, 1)"]; +"442 quantize_per_tensor_default_38" -> "443 dequantize_per_tensor_default_38" [style=solid, label="(1, 576, 1, 1)"]; +"443 dequantize_per_tensor_default_38" -> "444 mul_7" [style=solid, label="(1, 576, 1, 1)"]; +"444 mul_7" -> "445 quantize_per_tensor_default_39" [style=solid, label="(1, 576, -1, -1)"]; +"445 quantize_per_tensor_default_39" -> "446 dequantize_per_tensor_default_39" [style=solid, label="(1, 576, -1, -1)"]; +"446 dequantize_per_tensor_default_39" -> "453 conv2d_45" [style=solid, label="(1, 576, -1, -1)"]; +"447 features_10_block_3_0_weight_bias" -> "453 conv2d_45" [style=solid, label="(96,)"]; +"448 conv2d_45_scale_0" -> "451 quantize_per_channel_default_39" [style=solid, label="(96,)"]; +"448 conv2d_45_scale_0" -> "452 dequantize_per_channel_default_39" [style=solid, label="(96,)"]; +"449 conv2d_45_zero_point_0" -> "451 quantize_per_channel_default_39" [style=solid, label="(96,)"]; +"449 conv2d_45_zero_point_0" -> "452 dequantize_per_channel_default_39" [style=solid, label="(96,)"]; +"450 compressed_weight_updated_constant29" -> "451 quantize_per_channel_default_39" [style=solid, label="(96, 576, 1, 1)"]; +"451 quantize_per_channel_default_39" -> "452 dequantize_per_channel_default_39" [style=solid, label="(96, 576, 1, 1)"]; +"452 dequantize_per_channel_default_39" -> "453 conv2d_45" [style=solid, label="(96, 576, 1, 1)"]; +"453 conv2d_45" -> "454 quantize_per_tensor_default_40" [style=solid, label="(1, 96, -1, -1)"]; +"454 quantize_per_tensor_default_40" -> "455 dequantize_per_tensor_default_40" [style=solid, label="(1, 96, -1, -1)"]; +"455 dequantize_per_tensor_default_40" -> "456 add__4" [style=solid, label="(1, 96, -1, -1)"]; +"456 add__4" -> "457 quantize_per_tensor_default_41" [style=solid, label="(1, 96, -1, -1)"]; +"457 quantize_per_tensor_default_41" -> "458 dequantize_per_tensor_default_77" [style=solid, label="(1, 96, -1, -1)"]; +"457 quantize_per_tensor_default_41" -> "459 dequantize_per_tensor_default_76" [style=solid, label="(1, 96, -1, -1)"]; +"458 dequantize_per_tensor_default_77" -> "502 add__5" [style=solid, label="(1, 96, -1, -1)"]; +"459 dequantize_per_tensor_default_76" -> "466 conv2d_46" [style=solid, label="(1, 96, -1, -1)"]; +"460 features_11_block_0_0_weight_bias" -> "466 conv2d_46" [style=solid, label="(576,)"]; +"461 conv2d_46_scale_0" -> "464 quantize_per_channel_default_40" [style=solid, label="(576,)"]; +"461 conv2d_46_scale_0" -> "465 dequantize_per_channel_default_40" [style=solid, label="(576,)"]; +"462 conv2d_46_zero_point_0" -> "464 quantize_per_channel_default_40" [style=solid, label="(576,)"]; +"462 conv2d_46_zero_point_0" -> "465 dequantize_per_channel_default_40" [style=solid, label="(576,)"]; +"463 compressed_weight_updated_constant30" -> "464 quantize_per_channel_default_40" [style=solid, label="(576, 96, 1, 1)"]; +"464 quantize_per_channel_default_40" -> "465 dequantize_per_channel_default_40" [style=solid, label="(576, 96, 1, 1)"]; +"465 dequantize_per_channel_default_40" -> "466 conv2d_46" [style=solid, label="(576, 96, 1, 1)"]; +"466 conv2d_46" -> "469 hardswish__15" [style=solid, label="(1, 576, -1, -1)"]; +"467 hardswish__15_scale_0" -> "470 quantize_per_channel_default_41" [style=solid, label="(576,)"]; +"467 hardswish__15_scale_0" -> "471 dequantize_per_channel_default_41" [style=solid, label="(576,)"]; +"468 hardswish__15_zero_point_0" -> "470 quantize_per_channel_default_41" [style=solid, label="(576,)"]; +"468 hardswish__15_zero_point_0" -> "471 dequantize_per_channel_default_41" [style=solid, label="(576,)"]; +"469 hardswish__15" -> "470 quantize_per_channel_default_41" [style=solid, label="(1, 576, -1, -1)"]; +"470 quantize_per_channel_default_41" -> "471 dequantize_per_channel_default_41" [style=solid, label="(1, 576, -1, -1)"]; +"471 dequantize_per_channel_default_41" -> "478 conv2d_47" [style=solid, label="(1, 576, -1, -1)"]; +"472 features_11_block_1_0_weight_bias" -> "478 conv2d_47" [style=solid, label="(576,)"]; +"473 conv2d_47_scale_0" -> "476 quantize_per_channel_default_42" [style=solid, label="(576,)"]; +"473 conv2d_47_scale_0" -> "477 dequantize_per_channel_default_42" [style=solid, label="(576,)"]; +"474 conv2d_47_zero_point_0" -> "476 quantize_per_channel_default_42" [style=solid, label="(576,)"]; +"474 conv2d_47_zero_point_0" -> "477 dequantize_per_channel_default_42" [style=solid, label="(576,)"]; +"475 compressed_weight_updated_constant31" -> "476 quantize_per_channel_default_42" [style=solid, label="(576, 1, 5, 5)"]; +"476 quantize_per_channel_default_42" -> "477 dequantize_per_channel_default_42" [style=solid, label="(576, 1, 5, 5)"]; +"477 dequantize_per_channel_default_42" -> "478 conv2d_47" [style=solid, label="(576, 1, 5, 5)"]; +"478 conv2d_47" -> "479 hardswish__16" [style=solid, label="(1, 576, -1, -1)"]; +"479 hardswish__16" -> "480 quantize_per_tensor_default_42" [style=solid, label="(1, 576, -1, -1)"]; +"480 quantize_per_tensor_default_42" -> "481 dequantize_per_tensor_default_79" [style=solid, label="(1, 576, -1, -1)"]; +"480 quantize_per_tensor_default_42" -> "482 dequantize_per_tensor_default_78" [style=solid, label="(1, 576, -1, -1)"]; +"481 dequantize_per_tensor_default_79" -> "490 mul_8" [style=solid, label="(1, 576, -1, -1)"]; +"482 dequantize_per_tensor_default_78" -> "483 adaptive_avg_pool2d_8" [style=solid, label="(1, 576, -1, -1)"]; +"483 adaptive_avg_pool2d_8" -> "484 conv2d_48" [style=solid, label="(1, 576, 1, 1)"]; +"484 conv2d_48" -> "485 relu_8" [style=solid, label="(1, 144, 1, 1)"]; +"485 relu_8" -> "486 conv2d_49" [style=solid, label="(1, 144, 1, 1)"]; +"486 conv2d_49" -> "487 hardsigmoid_8" [style=solid, label="(1, 576, 1, 1)"]; +"487 hardsigmoid_8" -> "488 quantize_per_tensor_default_43" [style=solid, label="(1, 576, 1, 1)"]; +"488 quantize_per_tensor_default_43" -> "489 dequantize_per_tensor_default_43" [style=solid, label="(1, 576, 1, 1)"]; +"489 dequantize_per_tensor_default_43" -> "490 mul_8" [style=solid, label="(1, 576, 1, 1)"]; +"490 mul_8" -> "491 quantize_per_tensor_default_44" [style=solid, label="(1, 576, -1, -1)"]; +"491 quantize_per_tensor_default_44" -> "492 dequantize_per_tensor_default_44" [style=solid, label="(1, 576, -1, -1)"]; +"492 dequantize_per_tensor_default_44" -> "499 conv2d_50" [style=solid, label="(1, 576, -1, -1)"]; +"493 features_11_block_3_0_weight_bias" -> "499 conv2d_50" [style=solid, label="(96,)"]; +"494 conv2d_50_scale_0" -> "497 quantize_per_channel_default_43" [style=solid, label="(96,)"]; +"494 conv2d_50_scale_0" -> "498 dequantize_per_channel_default_43" [style=solid, label="(96,)"]; +"495 conv2d_50_zero_point_0" -> "497 quantize_per_channel_default_43" [style=solid, label="(96,)"]; +"495 conv2d_50_zero_point_0" -> "498 dequantize_per_channel_default_43" [style=solid, label="(96,)"]; +"496 compressed_weight_updated_constant32" -> "497 quantize_per_channel_default_43" [style=solid, label="(96, 576, 1, 1)"]; +"497 quantize_per_channel_default_43" -> "498 dequantize_per_channel_default_43" [style=solid, label="(96, 576, 1, 1)"]; +"498 dequantize_per_channel_default_43" -> "499 conv2d_50" [style=solid, label="(96, 576, 1, 1)"]; +"499 conv2d_50" -> "500 quantize_per_tensor_default_45" [style=solid, label="(1, 96, -1, -1)"]; +"500 quantize_per_tensor_default_45" -> "501 dequantize_per_tensor_default_45" [style=solid, label="(1, 96, -1, -1)"]; +"501 dequantize_per_tensor_default_45" -> "502 add__5" [style=solid, label="(1, 96, -1, -1)"]; +"502 add__5" -> "503 quantize_per_tensor_default_46" [style=solid, label="(1, 96, -1, -1)"]; +"503 quantize_per_tensor_default_46" -> "504 dequantize_per_tensor_default_46" [style=solid, label="(1, 96, -1, -1)"]; +"504 dequantize_per_tensor_default_46" -> "511 conv2d_51" [style=solid, label="(1, 96, -1, -1)"]; +"505 features_12_0_weight_bias" -> "511 conv2d_51" [style=solid, label="(576,)"]; +"506 conv2d_51_scale_0" -> "509 quantize_per_channel_default_44" [style=solid, label="(576,)"]; +"506 conv2d_51_scale_0" -> "510 dequantize_per_channel_default_44" [style=solid, label="(576,)"]; +"507 conv2d_51_zero_point_0" -> "509 quantize_per_channel_default_44" [style=solid, label="(576,)"]; +"507 conv2d_51_zero_point_0" -> "510 dequantize_per_channel_default_44" [style=solid, label="(576,)"]; +"508 compressed_weight_updated_constant33" -> "509 quantize_per_channel_default_44" [style=solid, label="(576, 96, 1, 1)"]; +"509 quantize_per_channel_default_44" -> "510 dequantize_per_channel_default_44" [style=solid, label="(576, 96, 1, 1)"]; +"510 dequantize_per_channel_default_44" -> "511 conv2d_51" [style=solid, label="(576, 96, 1, 1)"]; +"511 conv2d_51" -> "512 hardswish__17" [style=solid, label="(1, 576, -1, -1)"]; +"512 hardswish__17" -> "513 quantize_per_tensor_default_47" [style=solid, label="(1, 576, -1, -1)"]; +"513 quantize_per_tensor_default_47" -> "514 dequantize_per_tensor_default_47" [style=solid, label="(1, 576, -1, -1)"]; +"514 dequantize_per_tensor_default_47" -> "515 adaptive_avg_pool2d_9" [style=solid, label="(1, 576, -1, -1)"]; +"515 adaptive_avg_pool2d_9" -> "516 quantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"516 quantize_per_tensor_default_48" -> "517 dequantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"517 dequantize_per_tensor_default_48" -> "518 flatten" [style=solid, label="(1, 576, 1, 1)"]; +"518 flatten" -> "524 linear" [style=solid, label="(1, 576)"]; +"519 linear_scale_0" -> "522 quantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"519 linear_scale_0" -> "523 dequantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"520 linear_zero_point_0" -> "522 quantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"520 linear_zero_point_0" -> "523 dequantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"521 compressed_weight_updated_constant34" -> "522 quantize_per_channel_default_45" [style=solid, label="(1024, 576)"]; +"522 quantize_per_channel_default_45" -> "523 dequantize_per_channel_default_45" [style=solid, label="(1024, 576)"]; +"523 dequantize_per_channel_default_45" -> "524 linear" [style=solid, label="(1024, 576)"]; +"524 linear" -> "525 hardswish__18" [style=solid, label="(1, 1024)"]; +"525 hardswish__18" -> "526 quantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"526 quantize_per_tensor_default_49" -> "527 dequantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"527 dequantize_per_tensor_default_49" -> "528 dropout_" [style=solid, label="(1, 1024)"]; +"528 dropout_" -> "534 linear_1" [style=solid, label="(1, 1024)"]; +"529 linear_1_scale_0" -> "532 quantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"529 linear_1_scale_0" -> "533 dequantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"530 linear_1_zero_point_0" -> "532 quantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"530 linear_1_zero_point_0" -> "533 dequantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"531 compressed_weight_updated_constant35" -> "532 quantize_per_channel_default_46" [style=solid, label="(1000, 1024)"]; +"532 quantize_per_channel_default_46" -> "533 dequantize_per_channel_default_46" [style=solid, label="(1000, 1024)"]; +"533 dequantize_per_channel_default_46" -> "534 linear_1" [style=solid, label="(1000, 1024)"]; +"534 linear_1" -> "535 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/dynamic_shapes/quantized/resnet18.dot b/tests/torch2/data/fx/dynamic_shapes/quantized/resnet18.dot index 0405945396d..4d3807ec93d 100644 --- a/tests/torch2/data/fx/dynamic_shapes/quantized/resnet18.dot +++ b/tests/torch2/data/fx/dynamic_shapes/quantized/resnet18.dot @@ -36,207 +36,214 @@ strict digraph { "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_4" [id=37, type="dequantize_per_tensor"]; -"38 layer1_1_conv1_weight_bias" [id=38, type="get_attr"]; -"39 conv2d_3_scale_0" [id=39, type="get_attr"]; -"40 conv2d_3_zero_point_0" [id=40, type="get_attr"]; -"41 compressed_weight_updated_constant3" [id=41, type="get_attr"]; -"42 quantize_per_channel_default_3" [id=42, type="quantize_per_channel"]; -"43 dequantize_per_channel_default_3" [id=43, type="dequantize_per_channel"]; -"44 conv2d_3" [id=44, type=conv2d]; -"45 relu__3" [id=45, type="relu_"]; -"46 quantize_per_tensor_default_5" [id=46, type="quantize_per_tensor"]; -"47 dequantize_per_tensor_default_5" [id=47, type="dequantize_per_tensor"]; -"48 layer1_1_conv2_weight_bias" [id=48, type="get_attr"]; -"49 conv2d_4_scale_0" [id=49, type="get_attr"]; -"50 conv2d_4_zero_point_0" [id=50, type="get_attr"]; -"51 compressed_weight_updated_constant4" [id=51, type="get_attr"]; -"52 quantize_per_channel_default_4" [id=52, type="quantize_per_channel"]; -"53 dequantize_per_channel_default_4" [id=53, type="dequantize_per_channel"]; -"54 conv2d_4" [id=54, type=conv2d]; -"55 quantize_per_tensor_default_6" [id=55, type="quantize_per_tensor"]; -"56 dequantize_per_tensor_default_6" [id=56, type="dequantize_per_tensor"]; -"57 add__1" [id=57, type="add_"]; -"58 relu__4" [id=58, type="relu_"]; -"59 quantize_per_tensor_default_7" [id=59, type="quantize_per_tensor"]; -"60 dequantize_per_tensor_default_7" [id=60, type="dequantize_per_tensor"]; -"61 layer2_0_conv1_weight_bias" [id=61, type="get_attr"]; -"62 conv2d_5_scale_0" [id=62, type="get_attr"]; -"63 conv2d_5_zero_point_0" [id=63, type="get_attr"]; -"64 compressed_weight_updated_constant5" [id=64, type="get_attr"]; -"65 quantize_per_channel_default_5" [id=65, type="quantize_per_channel"]; -"66 dequantize_per_channel_default_5" [id=66, type="dequantize_per_channel"]; -"67 conv2d_5" [id=67, type=conv2d]; -"68 relu__5" [id=68, type="relu_"]; -"69 quantize_per_tensor_default_8" [id=69, type="quantize_per_tensor"]; -"70 dequantize_per_tensor_default_8" [id=70, type="dequantize_per_tensor"]; -"71 layer2_0_conv2_weight_bias" [id=71, type="get_attr"]; -"72 conv2d_6_scale_0" [id=72, type="get_attr"]; -"73 conv2d_6_zero_point_0" [id=73, type="get_attr"]; -"74 compressed_weight_updated_constant6" [id=74, type="get_attr"]; -"75 quantize_per_channel_default_6" [id=75, type="quantize_per_channel"]; -"76 dequantize_per_channel_default_6" [id=76, type="dequantize_per_channel"]; -"77 conv2d_6" [id=77, type=conv2d]; -"78 quantize_per_tensor_default_9" [id=78, type="quantize_per_tensor"]; -"79 dequantize_per_tensor_default_9" [id=79, type="dequantize_per_tensor"]; -"80 layer2_0_downsample_0_weight_bias" [id=80, type="get_attr"]; -"81 conv2d_7_scale_0" [id=81, type="get_attr"]; -"82 conv2d_7_zero_point_0" [id=82, type="get_attr"]; -"83 compressed_weight_updated_constant7" [id=83, type="get_attr"]; -"84 quantize_per_channel_default_7" [id=84, type="quantize_per_channel"]; -"85 dequantize_per_channel_default_7" [id=85, type="dequantize_per_channel"]; -"86 conv2d_7" [id=86, type=conv2d]; -"87 quantize_per_tensor_default_10" [id=87, type="quantize_per_tensor"]; -"88 dequantize_per_tensor_default_10" [id=88, type="dequantize_per_tensor"]; -"89 add__2" [id=89, type="add_"]; -"90 relu__6" [id=90, type="relu_"]; -"91 quantize_per_tensor_default_11" [id=91, type="quantize_per_tensor"]; -"92 dequantize_per_tensor_default_11" [id=92, type="dequantize_per_tensor"]; -"93 layer2_1_conv1_weight_bias" [id=93, type="get_attr"]; -"94 conv2d_8_scale_0" [id=94, type="get_attr"]; -"95 conv2d_8_zero_point_0" [id=95, type="get_attr"]; -"96 compressed_weight_updated_constant8" [id=96, type="get_attr"]; -"97 quantize_per_channel_default_8" [id=97, type="quantize_per_channel"]; -"98 dequantize_per_channel_default_8" [id=98, type="dequantize_per_channel"]; -"99 conv2d_8" [id=99, type=conv2d]; -"100 relu__7" [id=100, type="relu_"]; -"101 quantize_per_tensor_default_12" [id=101, type="quantize_per_tensor"]; -"102 dequantize_per_tensor_default_12" [id=102, type="dequantize_per_tensor"]; -"103 layer2_1_conv2_weight_bias" [id=103, type="get_attr"]; -"104 conv2d_9_scale_0" [id=104, type="get_attr"]; -"105 conv2d_9_zero_point_0" [id=105, type="get_attr"]; -"106 compressed_weight_updated_constant9" [id=106, type="get_attr"]; -"107 quantize_per_channel_default_9" [id=107, type="quantize_per_channel"]; -"108 dequantize_per_channel_default_9" [id=108, type="dequantize_per_channel"]; -"109 conv2d_9" [id=109, type=conv2d]; -"110 quantize_per_tensor_default_13" [id=110, type="quantize_per_tensor"]; -"111 dequantize_per_tensor_default_13" [id=111, type="dequantize_per_tensor"]; -"112 add__3" [id=112, type="add_"]; -"113 relu__8" [id=113, type="relu_"]; -"114 quantize_per_tensor_default_14" [id=114, type="quantize_per_tensor"]; -"115 dequantize_per_tensor_default_14" [id=115, type="dequantize_per_tensor"]; -"116 layer3_0_conv1_weight_bias" [id=116, type="get_attr"]; -"117 conv2d_10_scale_0" [id=117, type="get_attr"]; -"118 conv2d_10_zero_point_0" [id=118, type="get_attr"]; -"119 compressed_weight_updated_constant10" [id=119, type="get_attr"]; -"120 quantize_per_channel_default_10" [id=120, type="quantize_per_channel"]; -"121 dequantize_per_channel_default_10" [id=121, type="dequantize_per_channel"]; -"122 conv2d_10" [id=122, type=conv2d]; -"123 relu__9" [id=123, type="relu_"]; -"124 quantize_per_tensor_default_15" [id=124, type="quantize_per_tensor"]; -"125 dequantize_per_tensor_default_15" [id=125, type="dequantize_per_tensor"]; -"126 layer3_0_conv2_weight_bias" [id=126, type="get_attr"]; -"127 conv2d_11_scale_0" [id=127, type="get_attr"]; -"128 conv2d_11_zero_point_0" [id=128, type="get_attr"]; -"129 compressed_weight_updated_constant11" [id=129, type="get_attr"]; -"130 quantize_per_channel_default_11" [id=130, type="quantize_per_channel"]; -"131 dequantize_per_channel_default_11" [id=131, type="dequantize_per_channel"]; -"132 conv2d_11" [id=132, type=conv2d]; -"133 quantize_per_tensor_default_16" [id=133, type="quantize_per_tensor"]; -"134 dequantize_per_tensor_default_16" [id=134, type="dequantize_per_tensor"]; -"135 layer3_0_downsample_0_weight_bias" [id=135, type="get_attr"]; -"136 conv2d_12_scale_0" [id=136, type="get_attr"]; -"137 conv2d_12_zero_point_0" [id=137, type="get_attr"]; -"138 compressed_weight_updated_constant12" [id=138, type="get_attr"]; -"139 quantize_per_channel_default_12" [id=139, type="quantize_per_channel"]; -"140 dequantize_per_channel_default_12" [id=140, type="dequantize_per_channel"]; -"141 conv2d_12" [id=141, type=conv2d]; -"142 quantize_per_tensor_default_17" [id=142, type="quantize_per_tensor"]; -"143 dequantize_per_tensor_default_17" [id=143, type="dequantize_per_tensor"]; -"144 add__4" [id=144, type="add_"]; -"145 relu__10" [id=145, type="relu_"]; -"146 quantize_per_tensor_default_18" [id=146, type="quantize_per_tensor"]; -"147 dequantize_per_tensor_default_18" [id=147, type="dequantize_per_tensor"]; -"148 layer3_1_conv1_weight_bias" [id=148, type="get_attr"]; -"149 conv2d_13_scale_0" [id=149, type="get_attr"]; -"150 conv2d_13_zero_point_0" [id=150, type="get_attr"]; -"151 compressed_weight_updated_constant13" [id=151, type="get_attr"]; -"152 quantize_per_channel_default_13" [id=152, type="quantize_per_channel"]; -"153 dequantize_per_channel_default_13" [id=153, type="dequantize_per_channel"]; -"154 conv2d_13" [id=154, type=conv2d]; -"155 relu__11" [id=155, type="relu_"]; -"156 quantize_per_tensor_default_19" [id=156, type="quantize_per_tensor"]; -"157 dequantize_per_tensor_default_19" [id=157, type="dequantize_per_tensor"]; -"158 layer3_1_conv2_weight_bias" [id=158, type="get_attr"]; -"159 conv2d_14_scale_0" [id=159, type="get_attr"]; -"160 conv2d_14_zero_point_0" [id=160, type="get_attr"]; -"161 compressed_weight_updated_constant14" [id=161, type="get_attr"]; -"162 quantize_per_channel_default_14" [id=162, type="quantize_per_channel"]; -"163 dequantize_per_channel_default_14" [id=163, type="dequantize_per_channel"]; -"164 conv2d_14" [id=164, type=conv2d]; -"165 quantize_per_tensor_default_20" [id=165, type="quantize_per_tensor"]; -"166 dequantize_per_tensor_default_20" [id=166, type="dequantize_per_tensor"]; -"167 add__5" [id=167, type="add_"]; -"168 relu__12" [id=168, type="relu_"]; -"169 quantize_per_tensor_default_21" [id=169, type="quantize_per_tensor"]; -"170 dequantize_per_tensor_default_21" [id=170, type="dequantize_per_tensor"]; -"171 layer4_0_conv1_weight_bias" [id=171, type="get_attr"]; -"172 conv2d_15_scale_0" [id=172, type="get_attr"]; -"173 conv2d_15_zero_point_0" [id=173, type="get_attr"]; -"174 compressed_weight_updated_constant15" [id=174, type="get_attr"]; -"175 quantize_per_channel_default_15" [id=175, type="quantize_per_channel"]; -"176 dequantize_per_channel_default_15" [id=176, type="dequantize_per_channel"]; -"177 conv2d_15" [id=177, type=conv2d]; -"178 relu__13" [id=178, type="relu_"]; -"179 quantize_per_tensor_default_22" [id=179, type="quantize_per_tensor"]; -"180 dequantize_per_tensor_default_22" [id=180, type="dequantize_per_tensor"]; -"181 layer4_0_conv2_weight_bias" [id=181, type="get_attr"]; -"182 conv2d_16_scale_0" [id=182, type="get_attr"]; -"183 conv2d_16_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 conv2d_16" [id=187, type=conv2d]; -"188 quantize_per_tensor_default_23" [id=188, type="quantize_per_tensor"]; -"189 dequantize_per_tensor_default_23" [id=189, type="dequantize_per_tensor"]; -"190 layer4_0_downsample_0_weight_bias" [id=190, type="get_attr"]; -"191 conv2d_17_scale_0" [id=191, type="get_attr"]; -"192 conv2d_17_zero_point_0" [id=192, type="get_attr"]; -"193 compressed_weight_updated_constant17" [id=193, type="get_attr"]; -"194 quantize_per_channel_default_17" [id=194, type="quantize_per_channel"]; -"195 dequantize_per_channel_default_17" [id=195, type="dequantize_per_channel"]; -"196 conv2d_17" [id=196, type=conv2d]; -"197 quantize_per_tensor_default_24" [id=197, type="quantize_per_tensor"]; -"198 dequantize_per_tensor_default_24" [id=198, type="dequantize_per_tensor"]; -"199 add__6" [id=199, type="add_"]; -"200 relu__14" [id=200, type="relu_"]; -"201 quantize_per_tensor_default_25" [id=201, type="quantize_per_tensor"]; -"202 dequantize_per_tensor_default_25" [id=202, type="dequantize_per_tensor"]; -"203 layer4_1_conv1_weight_bias" [id=203, type="get_attr"]; -"204 conv2d_18_scale_0" [id=204, type="get_attr"]; -"205 conv2d_18_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_18" [id=209, type=conv2d]; -"210 relu__15" [id=210, type="relu_"]; -"211 quantize_per_tensor_default_26" [id=211, type="quantize_per_tensor"]; -"212 dequantize_per_tensor_default_26" [id=212, type="dequantize_per_tensor"]; -"213 layer4_1_conv2_weight_bias" [id=213, type="get_attr"]; -"214 conv2d_19_scale_0" [id=214, type="get_attr"]; -"215 conv2d_19_zero_point_0" [id=215, type="get_attr"]; -"216 compressed_weight_updated_constant19" [id=216, type="get_attr"]; -"217 quantize_per_channel_default_19" [id=217, type="quantize_per_channel"]; -"218 dequantize_per_channel_default_19" [id=218, type="dequantize_per_channel"]; -"219 conv2d_19" [id=219, type=conv2d]; -"220 quantize_per_tensor_default_27" [id=220, type="quantize_per_tensor"]; -"221 dequantize_per_tensor_default_27" [id=221, type="dequantize_per_tensor"]; -"222 add__7" [id=222, type="add_"]; -"223 relu__16" [id=223, type="relu_"]; -"224 quantize_per_tensor_default_28" [id=224, type="quantize_per_tensor"]; -"225 dequantize_per_tensor_default_28" [id=225, type="dequantize_per_tensor"]; -"226 adaptive_avg_pool2d" [id=226, type="adaptive_avg_pool2d"]; -"227 quantize_per_tensor_default_29" [id=227, type="quantize_per_tensor"]; -"228 dequantize_per_tensor_default_29" [id=228, type="dequantize_per_tensor"]; -"229 flatten" [id=229, type=flatten]; -"230 linear_scale_0" [id=230, type="get_attr"]; -"231 linear_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 linear" [id=235, type=linear]; -"236 output" [id=236, type=output]; -"0 fc_bias" -> "235 linear" [style=solid, label="(1000,)"]; +"37 dequantize_per_tensor_default_31" [id=37, type="dequantize_per_tensor"]; +"38 dequantize_per_tensor_default_30" [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_5" [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_6" [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_33" [id=61, type="dequantize_per_tensor"]; +"62 dequantize_per_tensor_default_32" [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_8" [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_9" [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_10" [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_35" [id=94, type="dequantize_per_tensor"]; +"95 dequantize_per_tensor_default_34" [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_12" [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_13" [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_37" [id=118, type="dequantize_per_tensor"]; +"119 dequantize_per_tensor_default_36" [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_15" [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_16" [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_17" [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_39" [id=151, type="dequantize_per_tensor"]; +"152 dequantize_per_tensor_default_38" [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_19" [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_20" [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_41" [id=175, type="dequantize_per_tensor"]; +"176 dequantize_per_tensor_default_40" [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_22" [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_23" [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_24" [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_43" [id=208, type="dequantize_per_tensor"]; +"209 dequantize_per_tensor_default_42" [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_26" [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_27" [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_28" [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_29" [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" [style=solid, label="(1000,)"]; "1 x" -> "2 quantize_per_tensor_default" [style=solid, label="(1, 3, -1, -1)"]; "2 quantize_per_tensor_default" -> "3 dequantize_per_tensor_default" [style=solid, label="(1, 3, -1, -1)"]; "3 dequantize_per_tensor_default" -> "10 conv2d" [style=solid, label="(1, 3, -1, -1)"]; @@ -279,247 +286,254 @@ strict digraph { "33 dequantize_per_tensor_default_3" -> "34 add_" [style=solid, label="(1, 64, -1, -1)"]; "34 add_" -> "35 relu__2" [style=solid, label="(1, 64, -1, -1)"]; "35 relu__2" -> "36 quantize_per_tensor_default_4" [style=solid, label="(1, 64, -1, -1)"]; -"36 quantize_per_tensor_default_4" -> "37 dequantize_per_tensor_default_4" [style=solid, label="(1, 64, -1, -1)"]; -"37 dequantize_per_tensor_default_4" -> "44 conv2d_3" [style=solid, label="(1, 64, -1, -1)"]; -"37 dequantize_per_tensor_default_4" -> "57 add__1" [style=solid, label="(1, 64, -1, -1)"]; -"38 layer1_1_conv1_weight_bias" -> "44 conv2d_3" [style=solid, label="(64,)"]; -"39 conv2d_3_scale_0" -> "42 quantize_per_channel_default_3" [style=solid, label="(64,)"]; -"39 conv2d_3_scale_0" -> "43 dequantize_per_channel_default_3" [style=solid, label="(64,)"]; -"40 conv2d_3_zero_point_0" -> "42 quantize_per_channel_default_3" [style=solid, label="(64,)"]; -"40 conv2d_3_zero_point_0" -> "43 dequantize_per_channel_default_3" [style=solid, label="(64,)"]; -"41 compressed_weight_updated_constant3" -> "42 quantize_per_channel_default_3" [style=solid, label="(64, 64, 3, 3)"]; -"42 quantize_per_channel_default_3" -> "43 dequantize_per_channel_default_3" [style=solid, label="(64, 64, 3, 3)"]; -"43 dequantize_per_channel_default_3" -> "44 conv2d_3" [style=solid, label="(64, 64, 3, 3)"]; -"44 conv2d_3" -> "45 relu__3" [style=solid, label="(1, 64, -1, -1)"]; -"45 relu__3" -> "46 quantize_per_tensor_default_5" [style=solid, label="(1, 64, -1, -1)"]; -"46 quantize_per_tensor_default_5" -> "47 dequantize_per_tensor_default_5" [style=solid, label="(1, 64, -1, -1)"]; -"47 dequantize_per_tensor_default_5" -> "54 conv2d_4" [style=solid, label="(1, 64, -1, -1)"]; -"48 layer1_1_conv2_weight_bias" -> "54 conv2d_4" [style=solid, label="(64,)"]; -"49 conv2d_4_scale_0" -> "52 quantize_per_channel_default_4" [style=solid, label="(64,)"]; -"49 conv2d_4_scale_0" -> "53 dequantize_per_channel_default_4" [style=solid, label="(64,)"]; -"50 conv2d_4_zero_point_0" -> "52 quantize_per_channel_default_4" [style=solid, label="(64,)"]; -"50 conv2d_4_zero_point_0" -> "53 dequantize_per_channel_default_4" [style=solid, label="(64,)"]; -"51 compressed_weight_updated_constant4" -> "52 quantize_per_channel_default_4" [style=solid, label="(64, 64, 3, 3)"]; -"52 quantize_per_channel_default_4" -> "53 dequantize_per_channel_default_4" [style=solid, label="(64, 64, 3, 3)"]; -"53 dequantize_per_channel_default_4" -> "54 conv2d_4" [style=solid, label="(64, 64, 3, 3)"]; -"54 conv2d_4" -> "55 quantize_per_tensor_default_6" [style=solid, label="(1, 64, -1, -1)"]; -"55 quantize_per_tensor_default_6" -> "56 dequantize_per_tensor_default_6" [style=solid, label="(1, 64, -1, -1)"]; -"56 dequantize_per_tensor_default_6" -> "57 add__1" [style=solid, label="(1, 64, -1, -1)"]; -"57 add__1" -> "58 relu__4" [style=solid, label="(1, 64, -1, -1)"]; -"58 relu__4" -> "59 quantize_per_tensor_default_7" [style=solid, label="(1, 64, -1, -1)"]; -"59 quantize_per_tensor_default_7" -> "60 dequantize_per_tensor_default_7" [style=solid, label="(1, 64, -1, -1)"]; -"60 dequantize_per_tensor_default_7" -> "67 conv2d_5" [style=solid, label="(1, 64, -1, -1)"]; -"60 dequantize_per_tensor_default_7" -> "86 conv2d_7" [style=solid, label="(1, 64, -1, -1)"]; -"61 layer2_0_conv1_weight_bias" -> "67 conv2d_5" [style=solid, label="(128,)"]; -"62 conv2d_5_scale_0" -> "65 quantize_per_channel_default_5" [style=solid, label="(128,)"]; -"62 conv2d_5_scale_0" -> "66 dequantize_per_channel_default_5" [style=solid, label="(128,)"]; -"63 conv2d_5_zero_point_0" -> "65 quantize_per_channel_default_5" [style=solid, label="(128,)"]; -"63 conv2d_5_zero_point_0" -> "66 dequantize_per_channel_default_5" [style=solid, label="(128,)"]; -"64 compressed_weight_updated_constant5" -> "65 quantize_per_channel_default_5" [style=solid, label="(128, 64, 3, 3)"]; -"65 quantize_per_channel_default_5" -> "66 dequantize_per_channel_default_5" [style=solid, label="(128, 64, 3, 3)"]; -"66 dequantize_per_channel_default_5" -> "67 conv2d_5" [style=solid, label="(128, 64, 3, 3)"]; -"67 conv2d_5" -> "68 relu__5" [style=solid, label="(1, 128, -1, -1)"]; -"68 relu__5" -> "69 quantize_per_tensor_default_8" [style=solid, label="(1, 128, -1, -1)"]; -"69 quantize_per_tensor_default_8" -> "70 dequantize_per_tensor_default_8" [style=solid, label="(1, 128, -1, -1)"]; -"70 dequantize_per_tensor_default_8" -> "77 conv2d_6" [style=solid, label="(1, 128, -1, -1)"]; -"71 layer2_0_conv2_weight_bias" -> "77 conv2d_6" [style=solid, label="(128,)"]; -"72 conv2d_6_scale_0" -> "75 quantize_per_channel_default_6" [style=solid, label="(128,)"]; -"72 conv2d_6_scale_0" -> "76 dequantize_per_channel_default_6" [style=solid, label="(128,)"]; -"73 conv2d_6_zero_point_0" -> "75 quantize_per_channel_default_6" [style=solid, label="(128,)"]; -"73 conv2d_6_zero_point_0" -> "76 dequantize_per_channel_default_6" [style=solid, label="(128,)"]; -"74 compressed_weight_updated_constant6" -> "75 quantize_per_channel_default_6" [style=solid, label="(128, 128, 3, 3)"]; -"75 quantize_per_channel_default_6" -> "76 dequantize_per_channel_default_6" [style=solid, label="(128, 128, 3, 3)"]; -"76 dequantize_per_channel_default_6" -> "77 conv2d_6" [style=solid, label="(128, 128, 3, 3)"]; -"77 conv2d_6" -> "78 quantize_per_tensor_default_9" [style=solid, label="(1, 128, -1, -1)"]; -"78 quantize_per_tensor_default_9" -> "79 dequantize_per_tensor_default_9" [style=solid, label="(1, 128, -1, -1)"]; -"79 dequantize_per_tensor_default_9" -> "89 add__2" [style=solid, label="(1, 128, -1, -1)"]; -"80 layer2_0_downsample_0_weight_bias" -> "86 conv2d_7" [style=solid, label="(128,)"]; -"81 conv2d_7_scale_0" -> "84 quantize_per_channel_default_7" [style=solid, label="(128,)"]; -"81 conv2d_7_scale_0" -> "85 dequantize_per_channel_default_7" [style=solid, label="(128,)"]; -"82 conv2d_7_zero_point_0" -> "84 quantize_per_channel_default_7" [style=solid, label="(128,)"]; -"82 conv2d_7_zero_point_0" -> "85 dequantize_per_channel_default_7" [style=solid, label="(128,)"]; -"83 compressed_weight_updated_constant7" -> "84 quantize_per_channel_default_7" [style=solid, label="(128, 64, 1, 1)"]; -"84 quantize_per_channel_default_7" -> "85 dequantize_per_channel_default_7" [style=solid, label="(128, 64, 1, 1)"]; -"85 dequantize_per_channel_default_7" -> "86 conv2d_7" [style=solid, label="(128, 64, 1, 1)"]; -"86 conv2d_7" -> "87 quantize_per_tensor_default_10" [style=solid, label="(1, 128, -1, -1)"]; -"87 quantize_per_tensor_default_10" -> "88 dequantize_per_tensor_default_10" [style=solid, label="(1, 128, -1, -1)"]; -"88 dequantize_per_tensor_default_10" -> "89 add__2" [style=solid, label="(1, 128, -1, -1)"]; -"89 add__2" -> "90 relu__6" [style=solid, label="(1, 128, -1, -1)"]; -"90 relu__6" -> "91 quantize_per_tensor_default_11" [style=solid, label="(1, 128, -1, -1)"]; -"91 quantize_per_tensor_default_11" -> "92 dequantize_per_tensor_default_11" [style=solid, label="(1, 128, -1, -1)"]; -"92 dequantize_per_tensor_default_11" -> "99 conv2d_8" [style=solid, label="(1, 128, -1, -1)"]; -"92 dequantize_per_tensor_default_11" -> "112 add__3" [style=solid, label="(1, 128, -1, -1)"]; -"93 layer2_1_conv1_weight_bias" -> "99 conv2d_8" [style=solid, label="(128,)"]; -"94 conv2d_8_scale_0" -> "97 quantize_per_channel_default_8" [style=solid, label="(128,)"]; -"94 conv2d_8_scale_0" -> "98 dequantize_per_channel_default_8" [style=solid, label="(128,)"]; -"95 conv2d_8_zero_point_0" -> "97 quantize_per_channel_default_8" [style=solid, label="(128,)"]; -"95 conv2d_8_zero_point_0" -> "98 dequantize_per_channel_default_8" [style=solid, label="(128,)"]; -"96 compressed_weight_updated_constant8" -> "97 quantize_per_channel_default_8" [style=solid, label="(128, 128, 3, 3)"]; -"97 quantize_per_channel_default_8" -> "98 dequantize_per_channel_default_8" [style=solid, label="(128, 128, 3, 3)"]; -"98 dequantize_per_channel_default_8" -> "99 conv2d_8" [style=solid, label="(128, 128, 3, 3)"]; -"99 conv2d_8" -> "100 relu__7" [style=solid, label="(1, 128, -1, -1)"]; -"100 relu__7" -> "101 quantize_per_tensor_default_12" [style=solid, label="(1, 128, -1, -1)"]; -"101 quantize_per_tensor_default_12" -> "102 dequantize_per_tensor_default_12" [style=solid, label="(1, 128, -1, -1)"]; -"102 dequantize_per_tensor_default_12" -> "109 conv2d_9" [style=solid, label="(1, 128, -1, -1)"]; -"103 layer2_1_conv2_weight_bias" -> "109 conv2d_9" [style=solid, label="(128,)"]; -"104 conv2d_9_scale_0" -> "107 quantize_per_channel_default_9" [style=solid, label="(128,)"]; -"104 conv2d_9_scale_0" -> "108 dequantize_per_channel_default_9" [style=solid, label="(128,)"]; -"105 conv2d_9_zero_point_0" -> "107 quantize_per_channel_default_9" [style=solid, label="(128,)"]; -"105 conv2d_9_zero_point_0" -> "108 dequantize_per_channel_default_9" [style=solid, label="(128,)"]; -"106 compressed_weight_updated_constant9" -> "107 quantize_per_channel_default_9" [style=solid, label="(128, 128, 3, 3)"]; -"107 quantize_per_channel_default_9" -> "108 dequantize_per_channel_default_9" [style=solid, label="(128, 128, 3, 3)"]; -"108 dequantize_per_channel_default_9" -> "109 conv2d_9" [style=solid, label="(128, 128, 3, 3)"]; -"109 conv2d_9" -> "110 quantize_per_tensor_default_13" [style=solid, label="(1, 128, -1, -1)"]; -"110 quantize_per_tensor_default_13" -> "111 dequantize_per_tensor_default_13" [style=solid, label="(1, 128, -1, -1)"]; -"111 dequantize_per_tensor_default_13" -> "112 add__3" [style=solid, label="(1, 128, -1, -1)"]; -"112 add__3" -> "113 relu__8" [style=solid, label="(1, 128, -1, -1)"]; -"113 relu__8" -> "114 quantize_per_tensor_default_14" [style=solid, label="(1, 128, -1, -1)"]; -"114 quantize_per_tensor_default_14" -> "115 dequantize_per_tensor_default_14" [style=solid, label="(1, 128, -1, -1)"]; -"115 dequantize_per_tensor_default_14" -> "122 conv2d_10" [style=solid, label="(1, 128, -1, -1)"]; -"115 dequantize_per_tensor_default_14" -> "141 conv2d_12" [style=solid, label="(1, 128, -1, -1)"]; -"116 layer3_0_conv1_weight_bias" -> "122 conv2d_10" [style=solid, label="(256,)"]; -"117 conv2d_10_scale_0" -> "120 quantize_per_channel_default_10" [style=solid, label="(256,)"]; -"117 conv2d_10_scale_0" -> "121 dequantize_per_channel_default_10" [style=solid, label="(256,)"]; -"118 conv2d_10_zero_point_0" -> "120 quantize_per_channel_default_10" [style=solid, label="(256,)"]; -"118 conv2d_10_zero_point_0" -> "121 dequantize_per_channel_default_10" [style=solid, label="(256,)"]; -"119 compressed_weight_updated_constant10" -> "120 quantize_per_channel_default_10" [style=solid, label="(256, 128, 3, 3)"]; -"120 quantize_per_channel_default_10" -> "121 dequantize_per_channel_default_10" [style=solid, label="(256, 128, 3, 3)"]; -"121 dequantize_per_channel_default_10" -> "122 conv2d_10" [style=solid, label="(256, 128, 3, 3)"]; -"122 conv2d_10" -> "123 relu__9" [style=solid, label="(1, 256, -1, -1)"]; -"123 relu__9" -> "124 quantize_per_tensor_default_15" [style=solid, label="(1, 256, -1, -1)"]; -"124 quantize_per_tensor_default_15" -> "125 dequantize_per_tensor_default_15" [style=solid, label="(1, 256, -1, -1)"]; -"125 dequantize_per_tensor_default_15" -> "132 conv2d_11" [style=solid, label="(1, 256, -1, -1)"]; -"126 layer3_0_conv2_weight_bias" -> "132 conv2d_11" [style=solid, label="(256,)"]; -"127 conv2d_11_scale_0" -> "130 quantize_per_channel_default_11" [style=solid, label="(256,)"]; -"127 conv2d_11_scale_0" -> "131 dequantize_per_channel_default_11" [style=solid, label="(256,)"]; -"128 conv2d_11_zero_point_0" -> "130 quantize_per_channel_default_11" [style=solid, label="(256,)"]; -"128 conv2d_11_zero_point_0" -> "131 dequantize_per_channel_default_11" [style=solid, label="(256,)"]; -"129 compressed_weight_updated_constant11" -> "130 quantize_per_channel_default_11" [style=solid, label="(256, 256, 3, 3)"]; -"130 quantize_per_channel_default_11" -> "131 dequantize_per_channel_default_11" [style=solid, label="(256, 256, 3, 3)"]; -"131 dequantize_per_channel_default_11" -> "132 conv2d_11" [style=solid, label="(256, 256, 3, 3)"]; -"132 conv2d_11" -> "133 quantize_per_tensor_default_16" [style=solid, label="(1, 256, -1, -1)"]; -"133 quantize_per_tensor_default_16" -> "134 dequantize_per_tensor_default_16" [style=solid, label="(1, 256, -1, -1)"]; -"134 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conv2d_19_zero_point_0" -> "224 quantize_per_channel_default_19" [style=solid, label="(512,)"]; +"222 conv2d_19_zero_point_0" -> "225 dequantize_per_channel_default_19" [style=solid, label="(512,)"]; +"223 compressed_weight_updated_constant19" -> "224 quantize_per_channel_default_19" [style=solid, label="(512, 512, 3, 3)"]; +"224 quantize_per_channel_default_19" -> "225 dequantize_per_channel_default_19" [style=solid, label="(512, 512, 3, 3)"]; +"225 dequantize_per_channel_default_19" -> "226 conv2d_19" [style=solid, label="(512, 512, 3, 3)"]; +"226 conv2d_19" -> "227 quantize_per_tensor_default_27" [style=solid, label="(1, 512, -1, -1)"]; +"227 quantize_per_tensor_default_27" -> "228 dequantize_per_tensor_default_27" [style=solid, label="(1, 512, -1, -1)"]; +"228 dequantize_per_tensor_default_27" -> "229 add__7" [style=solid, label="(1, 512, -1, -1)"]; +"229 add__7" -> "230 relu__16" [style=solid, label="(1, 512, -1, -1)"]; +"230 relu__16" -> "231 quantize_per_tensor_default_28" [style=solid, label="(1, 512, -1, -1)"]; +"231 quantize_per_tensor_default_28" -> "232 dequantize_per_tensor_default_28" [style=solid, label="(1, 512, -1, -1)"]; +"232 dequantize_per_tensor_default_28" -> "233 adaptive_avg_pool2d" [style=solid, label="(1, 512, -1, -1)"]; +"233 adaptive_avg_pool2d" -> "234 quantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"234 quantize_per_tensor_default_29" -> "235 dequantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"235 dequantize_per_tensor_default_29" -> "236 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"236 flatten" -> "242 linear" [style=solid, label="(1, 512)"]; +"237 linear_scale_0" -> "240 quantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"237 linear_scale_0" -> "241 dequantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"238 linear_zero_point_0" -> "240 quantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"238 linear_zero_point_0" -> "241 dequantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"239 compressed_weight_updated_constant20" -> "240 quantize_per_channel_default_20" [style=solid, label="(1000, 512)"]; +"240 quantize_per_channel_default_20" -> "241 dequantize_per_channel_default_20" [style=solid, label="(1000, 512)"]; +"241 dequantize_per_channel_default_20" -> "242 linear" [style=solid, label="(1000, 512)"]; +"242 linear" -> "243 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/dynamic_shapes/quantized/synthetic_transformer.dot b/tests/torch2/data/fx/dynamic_shapes/quantized/synthetic_transformer.dot index 75f7f5b7a08..c776d266d46 100644 --- a/tests/torch2/data/fx/dynamic_shapes/quantized/synthetic_transformer.dot +++ b/tests/torch2/data/fx/dynamic_shapes/quantized/synthetic_transformer.dot @@ -1,53 +1,53 @@ -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 compressed_weight_updated_constant0" [id=10, type=get_attr]; -"11 quantize_per_channel_default" [id=11, type=quantize_per_channel]; -"12 dequantize_per_channel_default" [id=12, type=dequantize_per_channel]; +"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 compressed_weight_updated_constant0" [id=10, type="get_attr"]; +"11 quantize_per_channel_default" [id=11, type="quantize_per_channel"]; +"12 dequantize_per_channel_default" [id=12, type="dequantize_per_channel"]; "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 linear_1_scale_0" [id=17, type=get_attr]; -"18 linear_1_zero_point_0" [id=18, type=get_attr]; -"19 compressed_weight_updated_constant1" [id=19, type=get_attr]; -"20 quantize_per_channel_default_1" [id=20, type=quantize_per_channel]; -"21 dequantize_per_channel_default_1" [id=21, type=dequantize_per_channel]; +"14 linear_0_0_nncf_smooth_quant_0" [id=14, type="call_module"]; +"15 quantize_per_tensor_default_1" [id=15, type="quantize_per_tensor"]; +"16 dequantize_per_tensor_default_1" [id=16, type="dequantize_per_tensor"]; +"17 linear_1_scale_0" [id=17, type="get_attr"]; +"18 linear_1_zero_point_0" [id=18, type="get_attr"]; +"19 compressed_weight_updated_constant1" [id=19, type="get_attr"]; +"20 quantize_per_channel_default_1" [id=20, type="quantize_per_channel"]; +"21 dequantize_per_channel_default_1" [id=21, type="dequantize_per_channel"]; "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="(-1,)", style=solid]; -"4 embedding" -> "5 embedding_0_0_nncf_smooth_quant_0" [label="(-1, 5)", style=solid]; -"5 embedding_0_0_nncf_smooth_quant_0" -> "6 quantize_per_tensor_default" [label="(-1, 5)", style=solid]; -"6 quantize_per_tensor_default" -> "7 dequantize_per_tensor_default" [label="(-1, 5)", style=solid]; -"7 dequantize_per_tensor_default" -> "13 linear" [label="(-1, 5)", style=solid]; -"8 linear_scale_0" -> "11 quantize_per_channel_default" [label="(5,)", style=solid]; -"8 linear_scale_0" -> "12 dequantize_per_channel_default" [label="(5,)", style=solid]; -"9 linear_zero_point_0" -> "11 quantize_per_channel_default" [label="(5,)", style=solid]; -"9 linear_zero_point_0" -> "12 dequantize_per_channel_default" [label="(5,)", style=solid]; -"10 compressed_weight_updated_constant0" -> "11 quantize_per_channel_default" [label="(5, 5)", style=solid]; -"11 quantize_per_channel_default" -> "12 dequantize_per_channel_default" [label="(5, 5)", style=solid]; -"12 dequantize_per_channel_default" -> "13 linear" [label="(5, 5)", style=solid]; -"13 linear" -> "14 linear_0_0_nncf_smooth_quant_0" [label="(-1, 5)", style=solid]; -"14 linear_0_0_nncf_smooth_quant_0" -> "15 quantize_per_tensor_default_1" [label="(-1, 5)", style=solid]; -"15 quantize_per_tensor_default_1" -> "16 dequantize_per_tensor_default_1" [label="(-1, 5)", style=solid]; -"16 dequantize_per_tensor_default_1" -> "22 linear_1" [label="(-1, 5)", style=solid]; -"17 linear_1_scale_0" -> "20 quantize_per_channel_default_1" [label="(10,)", style=solid]; -"17 linear_1_scale_0" -> "21 dequantize_per_channel_default_1" [label="(10,)", style=solid]; -"18 linear_1_zero_point_0" -> "20 quantize_per_channel_default_1" [label="(10,)", style=solid]; -"18 linear_1_zero_point_0" -> "21 dequantize_per_channel_default_1" [label="(10,)", style=solid]; -"19 compressed_weight_updated_constant1" -> "20 quantize_per_channel_default_1" [label="(10, 5)", style=solid]; -"20 quantize_per_channel_default_1" -> "21 dequantize_per_channel_default_1" [label="(10, 5)", style=solid]; -"21 dequantize_per_channel_default_1" -> "22 linear_1" [label="(10, 5)", style=solid]; -"22 linear_1" -> "23 output" [label="(-1, 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="(-1,)"]; +"4 embedding" -> "5 embedding_0_0_nncf_smooth_quant_0" [style=solid, label="(-1, 5)"]; +"5 embedding_0_0_nncf_smooth_quant_0" -> "6 quantize_per_tensor_default" [style=solid, label="(-1, 5)"]; +"6 quantize_per_tensor_default" -> "7 dequantize_per_tensor_default" [style=solid, label="(-1, 5)"]; +"7 dequantize_per_tensor_default" -> "13 linear" [style=solid, label="(-1, 5)"]; +"8 linear_scale_0" -> "11 quantize_per_channel_default" [style=solid, label="(5,)"]; +"8 linear_scale_0" -> "12 dequantize_per_channel_default" [style=solid, label="(5,)"]; +"9 linear_zero_point_0" -> "11 quantize_per_channel_default" [style=solid, label="(5,)"]; +"9 linear_zero_point_0" -> "12 dequantize_per_channel_default" [style=solid, label="(5,)"]; +"10 compressed_weight_updated_constant0" -> "11 quantize_per_channel_default" [style=solid, label="(5, 5)"]; +"11 quantize_per_channel_default" -> "12 dequantize_per_channel_default" [style=solid, label="(5, 5)"]; +"12 dequantize_per_channel_default" -> "13 linear" [style=solid, label="(5, 5)"]; +"13 linear" -> "14 linear_0_0_nncf_smooth_quant_0" [style=solid, label="(-1, 5)"]; +"14 linear_0_0_nncf_smooth_quant_0" -> "15 quantize_per_tensor_default_1" [style=solid, label="(-1, 5)"]; +"15 quantize_per_tensor_default_1" -> "16 dequantize_per_tensor_default_1" [style=solid, label="(-1, 5)"]; +"16 dequantize_per_tensor_default_1" -> "22 linear_1" [style=solid, label="(-1, 5)"]; +"17 linear_1_scale_0" -> "20 quantize_per_channel_default_1" [style=solid, label="(10,)"]; +"17 linear_1_scale_0" -> "21 dequantize_per_channel_default_1" [style=solid, label="(10,)"]; +"18 linear_1_zero_point_0" -> "20 quantize_per_channel_default_1" [style=solid, label="(10,)"]; +"18 linear_1_zero_point_0" -> "21 dequantize_per_channel_default_1" [style=solid, label="(10,)"]; +"19 compressed_weight_updated_constant1" -> "20 quantize_per_channel_default_1" [style=solid, label="(10, 5)"]; +"20 quantize_per_channel_default_1" -> "21 dequantize_per_channel_default_1" [style=solid, label="(10, 5)"]; +"21 dequantize_per_channel_default_1" -> "22 linear_1" [style=solid, label="(10, 5)"]; +"22 linear_1" -> "23 output" [style=solid, label="(-1, 10)"]; } diff --git a/tests/torch2/data/fx/dynamic_shapes/quantized/unet.dot b/tests/torch2/data/fx/dynamic_shapes/quantized/unet.dot index ae72232ad98..48c6359942a 100644 --- a/tests/torch2/data/fx/dynamic_shapes/quantized/unet.dot +++ b/tests/torch2/data/fx/dynamic_shapes/quantized/unet.dot @@ -42,237 +42,241 @@ strict digraph { "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" [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"]; -"217 dequantize_per_channel_default_19" [id=217, type="dequantize_per_channel"]; -"218 conv_transpose2d_3" [id=218, type="conv_transpose2d"]; -"219 quantize_per_tensor_default_1" [id=219, type="quantize_per_tensor"]; -"220 dequantize_per_tensor_default_1" [id=220, type="dequantize_per_tensor"]; -"221 slice_13" [id=221, type=slice]; -"222 slice_14" [id=222, type=slice]; -"223 slice_15" [id=223, type=slice]; -"224 slice_16" [id=224, type=slice]; -"225 cat_3" [id=225, type=cat]; -"226 conv2d_16_scale_0" [id=226, type="get_attr"]; -"227 conv2d_16_zero_point_0" [id=227, type="get_attr"]; -"228 compressed_weight_updated_constant20" [id=228, type="get_attr"]; -"229 quantize_per_channel_default_20" [id=229, type="quantize_per_channel"]; -"230 dequantize_per_channel_default_20" [id=230, type="dequantize_per_channel"]; -"231 conv2d_16" [id=231, type=conv2d]; -"232 relu_16" [id=232, type=relu]; -"233 quantize_per_tensor_default_21" [id=233, type="quantize_per_tensor"]; -"234 dequantize_per_tensor_default_21" [id=234, type="dequantize_per_tensor"]; -"235 conv2d_17_scale_0" [id=235, type="get_attr"]; -"236 conv2d_17_zero_point_0" [id=236, type="get_attr"]; -"237 compressed_weight_updated_constant21" [id=237, type="get_attr"]; -"238 quantize_per_channel_default_21" [id=238, type="quantize_per_channel"]; -"239 dequantize_per_channel_default_21" [id=239, type="dequantize_per_channel"]; -"240 conv2d_17" [id=240, type=conv2d]; -"241 relu_17" [id=241, type=relu]; -"242 quantize_per_tensor_default_22" [id=242, type="quantize_per_tensor"]; -"243 dequantize_per_tensor_default_22" [id=243, type="dequantize_per_tensor"]; -"244 conv2d_18_scale_0" [id=244, type="get_attr"]; -"245 conv2d_18_zero_point_0" [id=245, type="get_attr"]; -"246 compressed_weight_updated_constant22" [id=246, type="get_attr"]; -"247 quantize_per_channel_default_22" [id=247, type="quantize_per_channel"]; -"248 dequantize_per_channel_default_22" [id=248, type="dequantize_per_channel"]; -"249 conv2d_18" [id=249, type=conv2d]; -"250 output" [id=250, type=output]; +"43 dequantize_per_tensor_default_24" [id=43, type="dequantize_per_tensor"]; +"44 dequantize_per_tensor_default_23" [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_10" [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_26" [id=63, type="dequantize_per_tensor"]; +"64 dequantize_per_tensor_default_25" [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_11" [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_28" [id=83, type="dequantize_per_tensor"]; +"84 dequantize_per_tensor_default_27" [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_12" [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_30" [id=103, type="dequantize_per_tensor"]; +"104 dequantize_per_tensor_default_29" [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_13" [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_14" [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_6" [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_15" [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_16" [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_5" [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_17" [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_18" [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_2" [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_19" [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_20" [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_1" [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_21" [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_22" [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" [style=solid, label="(64,)"]; "1 down_path_0_block_3_bias" -> "40 conv2d_1" [style=solid, label="(64,)"]; -"2 down_path_1_block_0_bias" -> "50 conv2d_2" [style=solid, label="(128,)"]; -"3 down_path_1_block_3_bias" -> "59 conv2d_3" [style=solid, label="(128,)"]; -"4 down_path_2_block_0_bias" -> "69 conv2d_4" [style=solid, label="(256,)"]; -"5 down_path_2_block_3_bias" -> "78 conv2d_5" [style=solid, label="(256,)"]; -"6 down_path_3_block_0_bias" -> "88 conv2d_6" [style=solid, label="(512,)"]; -"7 down_path_3_block_3_bias" -> "97 conv2d_7" [style=solid, label="(512,)"]; -"8 down_path_4_block_0_bias" -> "107 conv2d_8" [style=solid, label="(1024,)"]; -"9 down_path_4_block_3_bias" -> "116 conv2d_9" [style=solid, label="(1024,)"]; -"10 up_path_0_up_bias" -> "125 conv_transpose2d" [style=solid, label="(512,)"]; -"11 up_path_0_conv_block_block_0_bias" -> "138 conv2d_10" [style=solid, label="(512,)"]; -"12 up_path_0_conv_block_block_3_bias" -> "147 conv2d_11" [style=solid, label="(512,)"]; -"13 up_path_1_up_bias" -> "156 conv_transpose2d_1" [style=solid, label="(256,)"]; -"14 up_path_1_conv_block_block_0_bias" -> "169 conv2d_12" [style=solid, label="(256,)"]; -"15 up_path_1_conv_block_block_3_bias" -> "178 conv2d_13" [style=solid, label="(256,)"]; -"16 up_path_2_up_bias" -> "187 conv_transpose2d_2" [style=solid, label="(128,)"]; -"17 up_path_2_conv_block_block_0_bias" -> "200 conv2d_14" [style=solid, label="(128,)"]; -"18 up_path_2_conv_block_block_3_bias" -> "209 conv2d_15" [style=solid, label="(128,)"]; -"19 up_path_3_up_bias" -> "218 conv_transpose2d_3" [style=solid, label="(64,)"]; -"20 up_path_3_conv_block_block_0_bias" -> "231 conv2d_16" [style=solid, label="(64,)"]; -"21 up_path_3_conv_block_block_3_bias" -> "240 conv2d_17" [style=solid, label="(64,)"]; -"22 last_bias" -> "249 conv2d_18" [style=solid, label="(12,)"]; +"2 down_path_1_block_0_bias" -> "51 conv2d_2" [style=solid, label="(128,)"]; +"3 down_path_1_block_3_bias" -> "60 conv2d_3" [style=solid, label="(128,)"]; +"4 down_path_2_block_0_bias" -> "71 conv2d_4" [style=solid, label="(256,)"]; +"5 down_path_2_block_3_bias" -> "80 conv2d_5" [style=solid, label="(256,)"]; +"6 down_path_3_block_0_bias" -> "91 conv2d_6" [style=solid, label="(512,)"]; +"7 down_path_3_block_3_bias" -> "100 conv2d_7" [style=solid, label="(512,)"]; +"8 down_path_4_block_0_bias" -> "111 conv2d_8" [style=solid, label="(1024,)"]; +"9 down_path_4_block_3_bias" -> "120 conv2d_9" [style=solid, label="(1024,)"]; +"10 up_path_0_up_bias" -> "129 conv_transpose2d" [style=solid, label="(512,)"]; +"11 up_path_0_conv_block_block_0_bias" -> "142 conv2d_10" [style=solid, label="(512,)"]; +"12 up_path_0_conv_block_block_3_bias" -> "151 conv2d_11" [style=solid, label="(512,)"]; +"13 up_path_1_up_bias" -> "160 conv_transpose2d_1" [style=solid, label="(256,)"]; +"14 up_path_1_conv_block_block_0_bias" -> "173 conv2d_12" [style=solid, label="(256,)"]; +"15 up_path_1_conv_block_block_3_bias" -> "182 conv2d_13" [style=solid, label="(256,)"]; +"16 up_path_2_up_bias" -> "191 conv_transpose2d_2" [style=solid, label="(128,)"]; +"17 up_path_2_conv_block_block_0_bias" -> "204 conv2d_14" [style=solid, label="(128,)"]; +"18 up_path_2_conv_block_block_3_bias" -> "213 conv2d_15" [style=solid, label="(128,)"]; +"19 up_path_3_up_bias" -> "222 conv_transpose2d_3" [style=solid, label="(64,)"]; +"20 up_path_3_conv_block_block_0_bias" -> "235 conv2d_16" [style=solid, label="(64,)"]; +"21 up_path_3_conv_block_block_3_bias" -> "244 conv2d_17" [style=solid, label="(64,)"]; +"22 last_bias" -> "253 conv2d_18" [style=solid, label="(12,)"]; "23 x" -> "24 quantize_per_tensor_default_8" [style=solid, label="(1, 3, 224, 224)"]; "24 quantize_per_tensor_default_8" -> "25 dequantize_per_tensor_default_8" [style=solid, label="(1, 3, 224, 224)"]; "25 dequantize_per_tensor_default_8" -> "31 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -296,258 +300,262 @@ strict digraph { "39 dequantize_per_channel_default_1" -> "40 conv2d_1" [style=solid, label="(64, 64, 3, 3)"]; "40 conv2d_1" -> "41 relu_1" [style=solid, label="(1, 64, 220, 220)"]; "41 relu_1" -> "42 quantize_per_tensor_default" [style=solid, label="(1, 64, 220, 220)"]; -"42 quantize_per_tensor_default" -> "43 dequantize_per_tensor_default" [style=solid, label="(1, 64, 220, 220)"]; -"43 dequantize_per_tensor_default" -> "44 max_pool2d" [style=solid, label="(1, 64, 220, 220)"]; -"43 dequantize_per_tensor_default" -> "221 slice_13" [style=solid, label="(1, 64, 220, 220)"]; -"44 max_pool2d" -> "50 conv2d_2" [style=solid, label="(1, 64, 110, 110)"]; -"45 conv2d_2_scale_0" -> "48 quantize_per_channel_default_2" [style=solid, label="(128,)"]; -"45 conv2d_2_scale_0" -> "49 dequantize_per_channel_default_2" [style=solid, label="(128,)"]; -"46 conv2d_2_zero_point_0" -> "48 quantize_per_channel_default_2" [style=solid, label="(128,)"]; -"46 conv2d_2_zero_point_0" -> "49 dequantize_per_channel_default_2" [style=solid, label="(128,)"]; -"47 compressed_weight_updated_constant2" -> "48 quantize_per_channel_default_2" [style=solid, label="(128, 64, 3, 3)"]; -"48 quantize_per_channel_default_2" -> "49 dequantize_per_channel_default_2" [style=solid, label="(128, 64, 3, 3)"]; -"49 dequantize_per_channel_default_2" -> "50 conv2d_2" [style=solid, label="(128, 64, 3, 3)"]; -"50 conv2d_2" -> "51 relu_2" [style=solid, label="(1, 128, 108, 108)"]; -"51 relu_2" -> "52 quantize_per_tensor_default_10" [style=solid, label="(1, 128, 108, 108)"]; -"52 quantize_per_tensor_default_10" -> "53 dequantize_per_tensor_default_10" [style=solid, label="(1, 128, 108, 108)"]; -"53 dequantize_per_tensor_default_10" -> "59 conv2d_3" [style=solid, label="(1, 128, 108, 108)"]; -"54 conv2d_3_scale_0" -> "57 quantize_per_channel_default_3" [style=solid, label="(128,)"]; -"54 conv2d_3_scale_0" -> "58 dequantize_per_channel_default_3" [style=solid, label="(128,)"]; -"55 conv2d_3_zero_point_0" -> "57 quantize_per_channel_default_3" [style=solid, label="(128,)"]; -"55 conv2d_3_zero_point_0" -> "58 dequantize_per_channel_default_3" [style=solid, label="(128,)"]; -"56 compressed_weight_updated_constant3" -> "57 quantize_per_channel_default_3" [style=solid, label="(128, 128, 3, 3)"]; -"57 quantize_per_channel_default_3" -> "58 dequantize_per_channel_default_3" [style=solid, label="(128, 128, 3, 3)"]; -"58 dequantize_per_channel_default_3" -> "59 conv2d_3" [style=solid, label="(128, 128, 3, 3)"]; -"59 conv2d_3" -> "60 relu_3" [style=solid, label="(1, 128, 106, 106)"]; -"60 relu_3" -> "61 quantize_per_tensor_default_3" [style=solid, label="(1, 128, 106, 106)"]; -"61 quantize_per_tensor_default_3" -> "62 dequantize_per_tensor_default_3" [style=solid, label="(1, 128, 106, 106)"]; -"62 dequantize_per_tensor_default_3" -> "63 max_pool2d_1" [style=solid, label="(1, 128, 106, 106)"]; -"62 dequantize_per_tensor_default_3" -> "190 slice_9" [style=solid, label="(1, 128, 106, 106)"]; -"63 max_pool2d_1" -> "69 conv2d_4" [style=solid, label="(1, 128, 53, 53)"]; -"64 conv2d_4_scale_0" -> "67 quantize_per_channel_default_4" [style=solid, label="(256,)"]; -"64 conv2d_4_scale_0" -> "68 dequantize_per_channel_default_4" [style=solid, label="(256,)"]; -"65 conv2d_4_zero_point_0" -> "67 quantize_per_channel_default_4" [style=solid, label="(256,)"]; -"65 conv2d_4_zero_point_0" -> "68 dequantize_per_channel_default_4" [style=solid, label="(256,)"]; -"66 compressed_weight_updated_constant4" -> "67 quantize_per_channel_default_4" [style=solid, label="(256, 128, 3, 3)"]; -"67 quantize_per_channel_default_4" -> "68 dequantize_per_channel_default_4" [style=solid, label="(256, 128, 3, 3)"]; -"68 dequantize_per_channel_default_4" -> "69 conv2d_4" [style=solid, label="(256, 128, 3, 3)"]; -"69 conv2d_4" -> "70 relu_4" [style=solid, label="(1, 256, 51, 51)"]; -"70 relu_4" -> "71 quantize_per_tensor_default_11" [style=solid, label="(1, 256, 51, 51)"]; -"71 quantize_per_tensor_default_11" -> "72 dequantize_per_tensor_default_11" [style=solid, label="(1, 256, 51, 51)"]; -"72 dequantize_per_tensor_default_11" -> "78 conv2d_5" [style=solid, label="(1, 256, 51, 51)"]; -"73 conv2d_5_scale_0" -> "76 quantize_per_channel_default_5" [style=solid, label="(256,)"]; -"73 conv2d_5_scale_0" -> "77 dequantize_per_channel_default_5" [style=solid, label="(256,)"]; -"74 conv2d_5_zero_point_0" -> "76 quantize_per_channel_default_5" [style=solid, label="(256,)"]; -"74 conv2d_5_zero_point_0" -> "77 dequantize_per_channel_default_5" [style=solid, label="(256,)"]; -"75 compressed_weight_updated_constant5" -> "76 quantize_per_channel_default_5" [style=solid, label="(256, 256, 3, 3)"]; -"76 quantize_per_channel_default_5" -> "77 dequantize_per_channel_default_5" [style=solid, label="(256, 256, 3, 3)"]; -"77 dequantize_per_channel_default_5" -> "78 conv2d_5" [style=solid, label="(256, 256, 3, 3)"]; -"78 conv2d_5" -> "79 relu_5" [style=solid, label="(1, 256, 49, 49)"]; -"79 relu_5" -> "80 quantize_per_tensor_default_4" [style=solid, label="(1, 256, 49, 49)"]; -"80 quantize_per_tensor_default_4" -> "81 dequantize_per_tensor_default_4" [style=solid, label="(1, 256, 49, 49)"]; -"81 dequantize_per_tensor_default_4" -> "82 max_pool2d_2" [style=solid, label="(1, 256, 49, 49)"]; -"81 dequantize_per_tensor_default_4" -> "159 slice_5" [style=solid, label="(1, 256, 49, 49)"]; -"82 max_pool2d_2" -> "88 conv2d_6" [style=solid, label="(1, 256, 24, 24)"]; -"83 conv2d_6_scale_0" -> "86 quantize_per_channel_default_6" [style=solid, label="(512,)"]; -"83 conv2d_6_scale_0" -> "87 dequantize_per_channel_default_6" [style=solid, label="(512,)"]; -"84 conv2d_6_zero_point_0" -> "86 quantize_per_channel_default_6" [style=solid, label="(512,)"]; -"84 conv2d_6_zero_point_0" -> "87 dequantize_per_channel_default_6" [style=solid, label="(512,)"]; -"85 compressed_weight_updated_constant6" -> "86 quantize_per_channel_default_6" [style=solid, label="(512, 256, 3, 3)"]; -"86 quantize_per_channel_default_6" -> "87 dequantize_per_channel_default_6" [style=solid, label="(512, 256, 3, 3)"]; -"87 dequantize_per_channel_default_6" -> "88 conv2d_6" [style=solid, label="(512, 256, 3, 3)"]; -"88 conv2d_6" -> "89 relu_6" [style=solid, label="(1, 512, 22, 22)"]; -"89 relu_6" -> "90 quantize_per_tensor_default_12" [style=solid, label="(1, 512, 22, 22)"]; -"90 quantize_per_tensor_default_12" -> "91 dequantize_per_tensor_default_12" [style=solid, label="(1, 512, 22, 22)"]; -"91 dequantize_per_tensor_default_12" -> "97 conv2d_7" [style=solid, label="(1, 512, 22, 22)"]; -"92 conv2d_7_scale_0" -> "95 quantize_per_channel_default_7" [style=solid, label="(512,)"]; -"92 conv2d_7_scale_0" -> "96 dequantize_per_channel_default_7" [style=solid, label="(512,)"]; -"93 conv2d_7_zero_point_0" -> "95 quantize_per_channel_default_7" [style=solid, label="(512,)"]; -"93 conv2d_7_zero_point_0" -> "96 dequantize_per_channel_default_7" [style=solid, label="(512,)"]; -"94 compressed_weight_updated_constant7" -> "95 quantize_per_channel_default_7" [style=solid, label="(512, 512, 3, 3)"]; -"95 quantize_per_channel_default_7" -> "96 dequantize_per_channel_default_7" [style=solid, label="(512, 512, 3, 3)"]; -"96 dequantize_per_channel_default_7" -> "97 conv2d_7" [style=solid, label="(512, 512, 3, 3)"]; -"97 conv2d_7" -> "98 relu_7" [style=solid, label="(1, 512, 20, 20)"]; -"98 relu_7" -> "99 quantize_per_tensor_default_7" [style=solid, label="(1, 512, 20, 20)"]; -"99 quantize_per_tensor_default_7" -> "100 dequantize_per_tensor_default_7" [style=solid, label="(1, 512, 20, 20)"]; -"100 dequantize_per_tensor_default_7" -> "101 max_pool2d_3" [style=solid, label="(1, 512, 20, 20)"]; -"100 dequantize_per_tensor_default_7" -> "128 slice_1" [style=solid, label="(1, 512, 20, 20)"]; -"101 max_pool2d_3" -> "107 conv2d_8" [style=solid, label="(1, 512, 10, 10)"]; -"102 conv2d_8_scale_0" -> "105 quantize_per_channel_default_8" [style=solid, label="(1024,)"]; -"102 conv2d_8_scale_0" -> "106 dequantize_per_channel_default_8" [style=solid, label="(1024,)"]; -"103 conv2d_8_zero_point_0" -> "105 quantize_per_channel_default_8" [style=solid, label="(1024,)"]; -"103 conv2d_8_zero_point_0" -> "106 dequantize_per_channel_default_8" [style=solid, label="(1024,)"]; -"104 compressed_weight_updated_constant8" -> "105 quantize_per_channel_default_8" [style=solid, label="(1024, 512, 3, 3)"]; -"105 quantize_per_channel_default_8" -> "106 dequantize_per_channel_default_8" [style=solid, label="(1024, 512, 3, 3)"]; -"106 dequantize_per_channel_default_8" -> "107 conv2d_8" [style=solid, label="(1024, 512, 3, 3)"]; -"107 conv2d_8" -> "108 relu_8" [style=solid, label="(1, 1024, 8, 8)"]; -"108 relu_8" -> "109 quantize_per_tensor_default_13" [style=solid, label="(1, 1024, 8, 8)"]; -"109 quantize_per_tensor_default_13" -> "110 dequantize_per_tensor_default_13" [style=solid, label="(1, 1024, 8, 8)"]; -"110 dequantize_per_tensor_default_13" -> "116 conv2d_9" [style=solid, label="(1, 1024, 8, 8)"]; -"111 conv2d_9_scale_0" -> "114 quantize_per_channel_default_9" [style=solid, label="(1024,)"]; -"111 conv2d_9_scale_0" -> "115 dequantize_per_channel_default_9" [style=solid, label="(1024,)"]; -"112 conv2d_9_zero_point_0" -> "114 quantize_per_channel_default_9" [style=solid, label="(1024,)"]; -"112 conv2d_9_zero_point_0" -> "115 dequantize_per_channel_default_9" [style=solid, label="(1024,)"]; -"113 compressed_weight_updated_constant9" -> "114 quantize_per_channel_default_9" [style=solid, label="(1024, 1024, 3, 3)"]; -"114 quantize_per_channel_default_9" -> "115 dequantize_per_channel_default_9" [style=solid, label="(1024, 1024, 3, 3)"]; -"115 dequantize_per_channel_default_9" -> "116 conv2d_9" [style=solid, label="(1024, 1024, 3, 3)"]; -"116 conv2d_9" -> "117 relu_9" [style=solid, label="(1, 1024, 6, 6)"]; -"117 relu_9" -> "118 quantize_per_tensor_default_14" [style=solid, label="(1, 1024, 6, 6)"]; -"118 quantize_per_tensor_default_14" -> "119 dequantize_per_tensor_default_14" [style=solid, label="(1, 1024, 6, 6)"]; -"119 dequantize_per_tensor_default_14" -> "125 conv_transpose2d" [style=solid, label="(1, 1024, 6, 6)"]; -"120 conv_transpose2d_scale_0" -> "123 quantize_per_channel_default_10" [style=solid, label="(1024,)"]; -"120 conv_transpose2d_scale_0" -> "124 dequantize_per_channel_default_10" [style=solid, label="(1024,)"]; -"121 conv_transpose2d_zero_point_0" -> "123 quantize_per_channel_default_10" [style=solid, label="(1024,)"]; -"121 conv_transpose2d_zero_point_0" -> "124 dequantize_per_channel_default_10" [style=solid, label="(1024,)"]; -"122 compressed_weight_updated_constant10" -> "123 quantize_per_channel_default_10" [style=solid, label="(1024, 512, 2, 2)"]; -"123 quantize_per_channel_default_10" -> "124 dequantize_per_channel_default_10" [style=solid, label="(1024, 512, 2, 2)"]; -"124 dequantize_per_channel_default_10" -> "125 conv_transpose2d" [style=solid, label="(1024, 512, 2, 2)"]; -"125 conv_transpose2d" -> "126 quantize_per_tensor_default_6" [style=solid, label="(1, 512, 12, 12)"]; -"126 quantize_per_tensor_default_6" -> "127 dequantize_per_tensor_default_6" [style=solid, label="(1, 512, 12, 12)"]; -"127 dequantize_per_tensor_default_6" -> "132 cat" [style=solid, label="(1, 512, 12, 12)"]; -"128 slice_1" -> "129 slice_2" [style=solid, label="(1, 512, 20, 20)"]; -"129 slice_2" -> "130 slice_3" [style=solid, label="(1, 512, 20, 20)"]; -"130 slice_3" -> "131 slice_4" [style=solid, label="(1, 512, 12, 20)"]; -"131 slice_4" -> "132 cat" [style=solid, label="(1, 512, 12, 12)"]; -"132 cat" -> "138 conv2d_10" [style=solid, label="(1, 1024, 12, 12)"]; -"133 conv2d_10_scale_0" -> "136 quantize_per_channel_default_11" [style=solid, label="(512,)"]; -"133 conv2d_10_scale_0" -> "137 dequantize_per_channel_default_11" [style=solid, label="(512,)"]; -"134 conv2d_10_zero_point_0" -> "136 quantize_per_channel_default_11" [style=solid, label="(512,)"]; -"134 conv2d_10_zero_point_0" -> "137 dequantize_per_channel_default_11" [style=solid, label="(512,)"]; -"135 compressed_weight_updated_constant11" -> "136 quantize_per_channel_default_11" [style=solid, label="(512, 1024, 3, 3)"]; -"136 quantize_per_channel_default_11" -> "137 dequantize_per_channel_default_11" [style=solid, label="(512, 1024, 3, 3)"]; -"137 dequantize_per_channel_default_11" -> "138 conv2d_10" [style=solid, label="(512, 1024, 3, 3)"]; -"138 conv2d_10" -> "139 relu_10" [style=solid, label="(1, 512, 10, 10)"]; -"139 relu_10" -> "140 quantize_per_tensor_default_15" [style=solid, label="(1, 512, 10, 10)"]; -"140 quantize_per_tensor_default_15" -> "141 dequantize_per_tensor_default_15" [style=solid, label="(1, 512, 10, 10)"]; -"141 dequantize_per_tensor_default_15" -> "147 conv2d_11" [style=solid, label="(1, 512, 10, 10)"]; -"142 conv2d_11_scale_0" -> "145 quantize_per_channel_default_12" [style=solid, label="(512,)"]; -"142 conv2d_11_scale_0" -> "146 dequantize_per_channel_default_12" [style=solid, label="(512,)"]; -"143 conv2d_11_zero_point_0" -> "145 quantize_per_channel_default_12" [style=solid, label="(512,)"]; -"143 conv2d_11_zero_point_0" -> "146 dequantize_per_channel_default_12" [style=solid, label="(512,)"]; -"144 compressed_weight_updated_constant12" -> "145 quantize_per_channel_default_12" [style=solid, label="(512, 512, 3, 3)"]; -"145 quantize_per_channel_default_12" -> "146 dequantize_per_channel_default_12" [style=solid, label="(512, 512, 3, 3)"]; -"146 dequantize_per_channel_default_12" -> "147 conv2d_11" [style=solid, label="(512, 512, 3, 3)"]; -"147 conv2d_11" -> "148 relu_11" [style=solid, label="(1, 512, 8, 8)"]; -"148 relu_11" -> "149 quantize_per_tensor_default_16" [style=solid, label="(1, 512, 8, 8)"]; -"149 quantize_per_tensor_default_16" -> "150 dequantize_per_tensor_default_16" [style=solid, label="(1, 512, 8, 8)"]; -"150 dequantize_per_tensor_default_16" -> "156 conv_transpose2d_1" [style=solid, label="(1, 512, 8, 8)"]; -"151 conv_transpose2d_1_scale_0" -> "154 quantize_per_channel_default_13" [style=solid, label="(512,)"]; -"151 conv_transpose2d_1_scale_0" -> "155 dequantize_per_channel_default_13" [style=solid, label="(512,)"]; -"152 conv_transpose2d_1_zero_point_0" -> "154 quantize_per_channel_default_13" [style=solid, label="(512,)"]; -"152 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conv_transpose2d_3_zero_point_0" -> "221 dequantize_per_channel_default_19" [style=solid, label="(128,)"]; +"219 compressed_weight_updated_constant19" -> "220 quantize_per_channel_default_19" [style=solid, label="(128, 64, 2, 2)"]; +"220 quantize_per_channel_default_19" -> "221 dequantize_per_channel_default_19" [style=solid, label="(128, 64, 2, 2)"]; +"221 dequantize_per_channel_default_19" -> "222 conv_transpose2d_3" [style=solid, label="(128, 64, 2, 2)"]; +"222 conv_transpose2d_3" -> "223 quantize_per_tensor_default_1" [style=solid, label="(1, 64, 40, 40)"]; +"223 quantize_per_tensor_default_1" -> "224 dequantize_per_tensor_default_1" [style=solid, label="(1, 64, 40, 40)"]; +"224 dequantize_per_tensor_default_1" -> "229 cat_3" [style=solid, label="(1, 64, 40, 40)"]; +"225 slice_13" -> "226 slice_14" [style=solid, label="(1, 64, 220, 220)"]; +"226 slice_14" -> "227 slice_15" [style=solid, label="(1, 64, 220, 220)"]; +"227 slice_15" -> "228 slice_16" [style=solid, label="(1, 64, 40, 220)"]; +"228 slice_16" -> "229 cat_3" [style=solid, label="(1, 64, 40, 40)"]; +"229 cat_3" -> "235 conv2d_16" [style=solid, label="(1, 128, 40, 40)"]; +"230 conv2d_16_scale_0" -> "233 quantize_per_channel_default_20" [style=solid, label="(64,)"]; +"230 conv2d_16_scale_0" -> "234 dequantize_per_channel_default_20" [style=solid, label="(64,)"]; +"231 conv2d_16_zero_point_0" -> "233 quantize_per_channel_default_20" [style=solid, label="(64,)"]; +"231 conv2d_16_zero_point_0" -> "234 dequantize_per_channel_default_20" [style=solid, label="(64,)"]; +"232 compressed_weight_updated_constant20" -> "233 quantize_per_channel_default_20" [style=solid, label="(64, 128, 3, 3)"]; +"233 quantize_per_channel_default_20" -> "234 dequantize_per_channel_default_20" [style=solid, label="(64, 128, 3, 3)"]; +"234 dequantize_per_channel_default_20" -> "235 conv2d_16" [style=solid, label="(64, 128, 3, 3)"]; +"235 conv2d_16" -> "236 relu_16" [style=solid, label="(1, 64, 38, 38)"]; +"236 relu_16" -> "237 quantize_per_tensor_default_21" [style=solid, label="(1, 64, 38, 38)"]; +"237 quantize_per_tensor_default_21" -> "238 dequantize_per_tensor_default_21" [style=solid, label="(1, 64, 38, 38)"]; +"238 dequantize_per_tensor_default_21" -> "244 conv2d_17" [style=solid, label="(1, 64, 38, 38)"]; +"239 conv2d_17_scale_0" -> "242 quantize_per_channel_default_21" [style=solid, label="(64,)"]; +"239 conv2d_17_scale_0" -> "243 dequantize_per_channel_default_21" [style=solid, label="(64,)"]; +"240 conv2d_17_zero_point_0" -> "242 quantize_per_channel_default_21" [style=solid, label="(64,)"]; +"240 conv2d_17_zero_point_0" -> "243 dequantize_per_channel_default_21" [style=solid, label="(64,)"]; +"241 compressed_weight_updated_constant21" -> "242 quantize_per_channel_default_21" [style=solid, label="(64, 64, 3, 3)"]; +"242 quantize_per_channel_default_21" -> "243 dequantize_per_channel_default_21" [style=solid, label="(64, 64, 3, 3)"]; +"243 dequantize_per_channel_default_21" -> "244 conv2d_17" [style=solid, label="(64, 64, 3, 3)"]; +"244 conv2d_17" -> "245 relu_17" [style=solid, label="(1, 64, 36, 36)"]; +"245 relu_17" -> "246 quantize_per_tensor_default_22" [style=solid, label="(1, 64, 36, 36)"]; +"246 quantize_per_tensor_default_22" -> "247 dequantize_per_tensor_default_22" [style=solid, label="(1, 64, 36, 36)"]; +"247 dequantize_per_tensor_default_22" -> "253 conv2d_18" [style=solid, label="(1, 64, 36, 36)"]; +"248 conv2d_18_scale_0" -> "251 quantize_per_channel_default_22" [style=solid, label="(12,)"]; +"248 conv2d_18_scale_0" -> "252 dequantize_per_channel_default_22" [style=solid, label="(12,)"]; +"249 conv2d_18_zero_point_0" -> "251 quantize_per_channel_default_22" [style=solid, label="(12,)"]; +"249 conv2d_18_zero_point_0" -> "252 dequantize_per_channel_default_22" [style=solid, label="(12,)"]; +"250 compressed_weight_updated_constant22" -> "251 quantize_per_channel_default_22" [style=solid, label="(12, 64, 1, 1)"]; +"251 quantize_per_channel_default_22" -> "252 dequantize_per_channel_default_22" [style=solid, label="(12, 64, 1, 1)"]; +"252 dequantize_per_channel_default_22" -> "253 conv2d_18" [style=solid, label="(12, 64, 1, 1)"]; +"253 conv2d_18" -> "254 output" [style=solid, label="(1, 12, 36, 36)"]; } diff --git a/tests/torch2/data/fx/dynamic_shapes/quantized/yolo11n_sdpa_block.dot b/tests/torch2/data/fx/dynamic_shapes/quantized/yolo11n_sdpa_block.dot index 8d704a1d4ae..d61ead11a29 100644 --- a/tests/torch2/data/fx/dynamic_shapes/quantized/yolo11n_sdpa_block.dot +++ b/tests/torch2/data/fx/dynamic_shapes/quantized/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 linear_scale_0" [id=4, type=get_attr]; -"5 linear_zero_point_0" [id=5, type=get_attr]; -"6 compressed_weight_updated_constant0" [id=6, type=get_attr]; -"7 quantize_per_channel_default" [id=7, type=quantize_per_channel]; -"8 dequantize_per_channel_default" [id=8, type=dequantize_per_channel]; +"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 compressed_weight_updated_constant0" [id=6, type="get_attr"]; +"7 quantize_per_channel_default" [id=7, type="quantize_per_channel"]; +"8 dequantize_per_channel_default" [id=8, type="dequantize_per_channel"]; "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_default_1" [id=10, type="quantize_per_tensor"]; +"11 dequantize_per_tensor_default_1" [id=11, type="dequantize_per_tensor"]; "12 slice_1" [id=12, type=slice]; "13 slice_2" [id=13, type=slice]; "14 slice_3" [id=14, type=slice]; -"15 quantize_per_tensor_default_2" [id=15, type=quantize_per_tensor]; -"16 dequantize_per_tensor_default_2" [id=16, type=dequantize_per_tensor]; +"15 quantize_per_tensor_default_2" [id=15, type="quantize_per_tensor"]; +"16 dequantize_per_tensor_default_2" [id=16, type="dequantize_per_tensor"]; "17 slice_4" [id=17, type=slice]; "18 slice_5" [id=18, type=slice]; "19 slice_6" [id=19, type=slice]; @@ -24,42 +24,42 @@ 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, -1, -1)", style=solid]; -"1 x_0_0_nncf_smooth_quant_0" -> "2 quantize_per_tensor_default" [label="(1, -1, 4)", style=solid]; -"2 quantize_per_tensor_default" -> "3 dequantize_per_tensor_default" [label="(1, -1, 4)", style=solid]; -"3 dequantize_per_tensor_default" -> "9 linear" [label="(1, -1, 4)", style=solid]; -"4 linear_scale_0" -> "7 quantize_per_channel_default" [label="(12,)", style=solid]; -"4 linear_scale_0" -> "8 dequantize_per_channel_default" [label="(12,)", style=solid]; -"5 linear_zero_point_0" -> "7 quantize_per_channel_default" [label="(12,)", style=solid]; -"5 linear_zero_point_0" -> "8 dequantize_per_channel_default" [label="(12,)", style=solid]; -"6 compressed_weight_updated_constant0" -> "7 quantize_per_channel_default" [label="(12, 4)", style=solid]; -"7 quantize_per_channel_default" -> "8 dequantize_per_channel_default" [label="(12, 4)", style=solid]; -"8 dequantize_per_channel_default" -> "9 linear" [label="(12, 4)", style=solid]; -"9 linear" -> "10 quantize_per_tensor_default_1" [label="(1, -1, 12)", style=solid]; -"9 linear" -> "15 quantize_per_tensor_default_2" [label="(1, -1, 12)", style=solid]; -"9 linear" -> "20 slice_7" [label="(1, -1, 12)", style=solid]; -"10 quantize_per_tensor_default_1" -> "11 dequantize_per_tensor_default_1" [label="(1, -1, 12)", style=solid]; -"11 dequantize_per_tensor_default_1" -> "12 slice_1" [label="(1, -1, 12)", style=solid]; -"12 slice_1" -> "13 slice_2" [label="(1, -1, 12)", style=solid]; -"13 slice_2" -> "14 slice_3" [label="(1, -1, 12)", style=solid]; -"14 slice_3" -> "24 matmul" [label="(1, -1, 4)", style=solid]; -"15 quantize_per_tensor_default_2" -> "16 dequantize_per_tensor_default_2" [label="(1, -1, 12)", style=solid]; -"16 dequantize_per_tensor_default_2" -> "17 slice_4" [label="(1, -1, 12)", style=solid]; -"17 slice_4" -> "18 slice_5" [label="(1, -1, 12)", style=solid]; -"18 slice_5" -> "19 slice_6" [label="(1, -1, 12)", style=solid]; -"19 slice_6" -> "23 transpose" [label="(1, -1, 4)", style=solid]; -"20 slice_7" -> "21 slice_8" [label="(1, -1, 12)", style=solid]; -"21 slice_8" -> "22 slice_9" [label="(1, -1, 12)", style=solid]; -"22 slice_9" -> "28 matmul_1" [label="(1, -1, 4)", style=solid]; -"23 transpose" -> "24 matmul" [label="(1, 4, -1)", style=solid]; -"24 matmul" -> "25 div_" [label="(1, -1, -1)", style=solid]; -"25 div_" -> "26 softmax" [label="(1, -1, -1)", style=solid]; -"26 softmax" -> "27 transpose_1" [label="(1, -1, -1)", style=solid]; -"27 transpose_1" -> "28 matmul_1" [label="(1, -1, -1)", style=solid]; -"28 matmul_1" -> "29 output" [label="(1, -1, 4)", style=solid]; +"0 x" -> "1 x_0_0_nncf_smooth_quant_0" [style=solid, label="(1, -1, -1)"]; +"1 x_0_0_nncf_smooth_quant_0" -> "2 quantize_per_tensor_default" [style=solid, label="(1, -1, 4)"]; +"2 quantize_per_tensor_default" -> "3 dequantize_per_tensor_default" [style=solid, label="(1, -1, 4)"]; +"3 dequantize_per_tensor_default" -> "9 linear" [style=solid, label="(1, -1, 4)"]; +"4 linear_scale_0" -> "7 quantize_per_channel_default" [style=solid, label="(12,)"]; +"4 linear_scale_0" -> "8 dequantize_per_channel_default" [style=solid, label="(12,)"]; +"5 linear_zero_point_0" -> "7 quantize_per_channel_default" [style=solid, label="(12,)"]; +"5 linear_zero_point_0" -> "8 dequantize_per_channel_default" [style=solid, label="(12,)"]; +"6 compressed_weight_updated_constant0" -> "7 quantize_per_channel_default" [style=solid, label="(12, 4)"]; +"7 quantize_per_channel_default" -> "8 dequantize_per_channel_default" [style=solid, label="(12, 4)"]; +"8 dequantize_per_channel_default" -> "9 linear" [style=solid, label="(12, 4)"]; +"9 linear" -> "10 quantize_per_tensor_default_1" [style=solid, label="(1, -1, 12)"]; +"9 linear" -> "15 quantize_per_tensor_default_2" [style=solid, label="(1, -1, 12)"]; +"9 linear" -> "20 slice_7" [style=solid, label="(1, -1, 12)"]; +"10 quantize_per_tensor_default_1" -> "11 dequantize_per_tensor_default_1" [style=solid, label="(1, -1, 12)"]; +"11 dequantize_per_tensor_default_1" -> "12 slice_1" [style=solid, label="(1, -1, 12)"]; +"12 slice_1" -> "13 slice_2" [style=solid, label="(1, -1, 12)"]; +"13 slice_2" -> "14 slice_3" [style=solid, label="(1, -1, 12)"]; +"14 slice_3" -> "24 matmul" [style=solid, label="(1, -1, 4)"]; +"15 quantize_per_tensor_default_2" -> "16 dequantize_per_tensor_default_2" [style=solid, label="(1, -1, 12)"]; +"16 dequantize_per_tensor_default_2" -> "17 slice_4" [style=solid, label="(1, -1, 12)"]; +"17 slice_4" -> "18 slice_5" [style=solid, label="(1, -1, 12)"]; +"18 slice_5" -> "19 slice_6" [style=solid, label="(1, -1, 12)"]; +"19 slice_6" -> "23 transpose" [style=solid, label="(1, -1, 4)"]; +"20 slice_7" -> "21 slice_8" [style=solid, label="(1, -1, 12)"]; +"21 slice_8" -> "22 slice_9" [style=solid, label="(1, -1, 12)"]; +"22 slice_9" -> "28 matmul_1" [style=solid, label="(1, -1, 4)"]; +"23 transpose" -> "24 matmul" [style=solid, label="(1, 4, -1)"]; +"24 matmul" -> "25 div_" [style=solid, label="(1, -1, -1)"]; +"25 div_" -> "26 softmax" [style=solid, label="(1, -1, -1)"]; +"26 softmax" -> "27 transpose_1" [style=solid, label="(1, -1, -1)"]; +"27 transpose_1" -> "28 matmul_1" [style=solid, label="(1, -1, -1)"]; +"28 matmul_1" -> "29 output" [style=solid, label="(1, -1, 4)"]; } diff --git a/tests/torch2/data/fx/mobilenet_v3_small.dot b/tests/torch2/data/fx/mobilenet_v3_small.dot index d00eeca846b..1a3f71c82ad 100644 --- a/tests/torch2/data/fx/mobilenet_v3_small.dot +++ b/tests/torch2/data/fx/mobilenet_v3_small.dot @@ -1,788 +1,788 @@ -strict digraph { -"0 features_0_0_weight" [id=0, type=get_attr]; -"1 features_0_1_weight" [id=1, type=get_attr]; -"2 features_0_1_bias" [id=2, type=get_attr]; -"3 features_1_block_0_0_weight" [id=3, type=get_attr]; -"4 features_1_block_0_1_weight" [id=4, type=get_attr]; -"5 features_1_block_0_1_bias" [id=5, type=get_attr]; -"6 features_1_block_1_fc1_weight" [id=6, type=get_attr]; -"7 features_1_block_1_fc1_bias" [id=7, type=get_attr]; -"8 features_1_block_1_fc2_weight" [id=8, type=get_attr]; -"9 features_1_block_1_fc2_bias" [id=9, 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features_3_block_1_1_bias" [id=27, type=get_attr]; -"28 features_3_block_2_0_weight" [id=28, type=get_attr]; -"29 features_3_block_2_1_weight" [id=29, type=get_attr]; -"30 features_3_block_2_1_bias" [id=30, type=get_attr]; -"31 features_4_block_0_0_weight" [id=31, type=get_attr]; -"32 features_4_block_0_1_weight" [id=32, type=get_attr]; -"33 features_4_block_0_1_bias" [id=33, type=get_attr]; -"34 features_4_block_1_0_weight" [id=34, type=get_attr]; -"35 features_4_block_1_1_weight" [id=35, type=get_attr]; -"36 features_4_block_1_1_bias" [id=36, type=get_attr]; -"37 features_4_block_2_fc1_weight" [id=37, type=get_attr]; -"38 features_4_block_2_fc1_bias" [id=38, type=get_attr]; -"39 features_4_block_2_fc2_weight" [id=39, type=get_attr]; -"40 features_4_block_2_fc2_bias" [id=40, type=get_attr]; -"41 features_4_block_3_0_weight" [id=41, type=get_attr]; -"42 features_4_block_3_1_weight" [id=42, type=get_attr]; -"43 features_4_block_3_1_bias" [id=43, type=get_attr]; -"44 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[id=384, type=adaptive_avg_pool2d]; +"382 batch_norm_31" [id=382, type="batch_norm"]; +"383 hardswish__16" [id=383, type="hardswish_"]; +"384 adaptive_avg_pool2d_8" [id=384, type="adaptive_avg_pool2d"]; "385 conv2d_48" [id=385, type=conv2d]; "386 relu_8" [id=386, type=relu]; "387 conv2d_49" [id=387, type=conv2d]; "388 hardsigmoid_8" [id=388, type=hardsigmoid]; "389 mul_8" [id=389, type=mul]; "390 conv2d_50" [id=390, type=conv2d]; -"391 batch_norm_32" [id=391, type=batch_norm]; -"392 add__5" [id=392, type=add_]; +"391 batch_norm_32" [id=391, type="batch_norm"]; +"392 add__5" [id=392, type="add_"]; "393 conv2d_51" [id=393, type=conv2d]; -"394 batch_norm_33" [id=394, type=batch_norm]; -"395 hardswish__17" [id=395, type=hardswish_]; -"396 adaptive_avg_pool2d_9" [id=396, type=adaptive_avg_pool2d]; +"394 batch_norm_33" [id=394, type="batch_norm"]; +"395 hardswish__17" [id=395, type="hardswish_"]; +"396 adaptive_avg_pool2d_9" [id=396, type="adaptive_avg_pool2d"]; "397 flatten" [id=397, type=flatten]; "398 linear" [id=398, type=linear]; -"399 hardswish__18" [id=399, type=hardswish_]; -"400 dropout_" [id=400, type=dropout_]; +"399 hardswish__18" [id=399, type="hardswish_"]; +"400 dropout_" [id=400, type="dropout_"]; "401 linear_1" [id=401, type=linear]; "402 output" [id=402, type=output]; -"0 features_0_0_weight" -> "245 conv2d" [label="(16, 3, 3, 3)", style=solid]; -"1 features_0_1_weight" -> "246 batch_norm" [label="(16,)", style=solid]; -"2 features_0_1_bias" -> "246 batch_norm" [label="(16,)", style=solid]; -"3 features_1_block_0_0_weight" -> "248 conv2d_1" [label="(16, 1, 3, 3)", style=solid]; -"4 features_1_block_0_1_weight" -> "249 batch_norm_1" [label="(16,)", style=solid]; -"5 features_1_block_0_1_bias" -> "249 batch_norm_1" [label="(16,)", style=solid]; -"6 features_1_block_1_fc1_weight" -> "252 conv2d_2" [label="(8, 16, 1, 1)", style=solid]; -"7 features_1_block_1_fc1_bias" -> "252 conv2d_2" [label="(8,)", style=solid]; -"8 features_1_block_1_fc2_weight" -> "254 conv2d_3" [label="(16, 8, 1, 1)", style=solid]; -"9 features_1_block_1_fc2_bias" -> "254 conv2d_3" [label="(16,)", style=solid]; -"10 features_1_block_2_0_weight" -> "257 conv2d_4" [label="(16, 16, 1, 1)", style=solid]; -"11 features_1_block_2_1_weight" -> "258 batch_norm_2" [label="(16,)", style=solid]; -"12 features_1_block_2_1_bias" -> "258 batch_norm_2" [label="(16,)", style=solid]; -"13 features_2_block_0_0_weight" -> "259 conv2d_5" [label="(72, 16, 1, 1)", style=solid]; -"14 features_2_block_0_1_weight" -> "260 batch_norm_3" [label="(72,)", style=solid]; -"15 features_2_block_0_1_bias" -> "260 batch_norm_3" [label="(72,)", style=solid]; -"16 features_2_block_1_0_weight" -> "262 conv2d_6" [label="(72, 1, 3, 3)", style=solid]; -"17 features_2_block_1_1_weight" -> "263 batch_norm_4" [label="(72,)", style=solid]; -"18 features_2_block_1_1_bias" -> "263 batch_norm_4" [label="(72,)", style=solid]; -"19 features_2_block_2_0_weight" -> "265 conv2d_7" [label="(24, 72, 1, 1)", style=solid]; -"20 features_2_block_2_1_weight" -> "266 batch_norm_5" [label="(24,)", style=solid]; -"21 features_2_block_2_1_bias" -> "266 batch_norm_5" [label="(24,)", style=solid]; -"22 features_3_block_0_0_weight" -> "267 conv2d_8" [label="(88, 24, 1, 1)", style=solid]; -"23 features_3_block_0_1_weight" -> "268 batch_norm_6" [label="(88,)", style=solid]; -"24 features_3_block_0_1_bias" -> "268 batch_norm_6" [label="(88,)", style=solid]; -"25 features_3_block_1_0_weight" -> "270 conv2d_9" [label="(88, 1, 3, 3)", style=solid]; -"26 features_3_block_1_1_weight" -> "271 batch_norm_7" [label="(88,)", style=solid]; -"27 features_3_block_1_1_bias" -> "271 batch_norm_7" [label="(88,)", style=solid]; -"28 features_3_block_2_0_weight" -> "273 conv2d_10" [label="(24, 88, 1, 1)", style=solid]; -"29 features_3_block_2_1_weight" -> "274 batch_norm_8" [label="(24,)", style=solid]; -"30 features_3_block_2_1_bias" -> "274 batch_norm_8" [label="(24,)", style=solid]; -"31 features_4_block_0_0_weight" -> "276 conv2d_11" [label="(96, 24, 1, 1)", style=solid]; -"32 features_4_block_0_1_weight" -> "277 batch_norm_9" [label="(96,)", style=solid]; -"33 features_4_block_0_1_bias" -> "277 batch_norm_9" [label="(96,)", style=solid]; -"34 features_4_block_1_0_weight" -> "279 conv2d_12" [label="(96, 1, 5, 5)", style=solid]; -"35 features_4_block_1_1_weight" -> "280 batch_norm_10" [label="(96,)", style=solid]; -"36 features_4_block_1_1_bias" -> "280 batch_norm_10" [label="(96,)", style=solid]; -"37 features_4_block_2_fc1_weight" -> "283 conv2d_13" [label="(24, 96, 1, 1)", style=solid]; -"38 features_4_block_2_fc1_bias" -> "283 conv2d_13" [label="(24,)", style=solid]; -"39 features_4_block_2_fc2_weight" -> "285 conv2d_14" [label="(96, 24, 1, 1)", style=solid]; -"40 features_4_block_2_fc2_bias" -> "285 conv2d_14" [label="(96,)", style=solid]; -"41 features_4_block_3_0_weight" -> "288 conv2d_15" [label="(40, 96, 1, 1)", style=solid]; -"42 features_4_block_3_1_weight" -> "289 batch_norm_11" [label="(40,)", style=solid]; -"43 features_4_block_3_1_bias" -> "289 batch_norm_11" [label="(40,)", style=solid]; -"44 features_5_block_0_0_weight" -> "290 conv2d_16" [label="(240, 40, 1, 1)", style=solid]; -"45 features_5_block_0_1_weight" -> "291 batch_norm_12" [label="(240,)", style=solid]; -"46 features_5_block_0_1_bias" -> "291 batch_norm_12" [label="(240,)", style=solid]; -"47 features_5_block_1_0_weight" -> "293 conv2d_17" [label="(240, 1, 5, 5)", style=solid]; -"48 features_5_block_1_1_weight" -> "294 batch_norm_13" [label="(240,)", style=solid]; -"49 features_5_block_1_1_bias" -> "294 batch_norm_13" [label="(240,)", style=solid]; -"50 features_5_block_2_fc1_weight" -> "297 conv2d_18" [label="(64, 240, 1, 1)", style=solid]; -"51 features_5_block_2_fc1_bias" -> "297 conv2d_18" [label="(64,)", style=solid]; -"52 features_5_block_2_fc2_weight" -> "299 conv2d_19" [label="(240, 64, 1, 1)", style=solid]; -"53 features_5_block_2_fc2_bias" -> "299 conv2d_19" [label="(240,)", style=solid]; -"54 features_5_block_3_0_weight" -> "302 conv2d_20" [label="(40, 240, 1, 1)", style=solid]; -"55 features_5_block_3_1_weight" -> "303 batch_norm_14" [label="(40,)", style=solid]; -"56 features_5_block_3_1_bias" -> "303 batch_norm_14" [label="(40,)", style=solid]; -"57 features_6_block_0_0_weight" -> "305 conv2d_21" [label="(240, 40, 1, 1)", style=solid]; -"58 features_6_block_0_1_weight" -> "306 batch_norm_15" [label="(240,)", style=solid]; -"59 features_6_block_0_1_bias" -> "306 batch_norm_15" [label="(240,)", style=solid]; -"60 features_6_block_1_0_weight" -> "308 conv2d_22" [label="(240, 1, 5, 5)", style=solid]; -"61 features_6_block_1_1_weight" -> "309 batch_norm_16" [label="(240,)", style=solid]; -"62 features_6_block_1_1_bias" -> "309 batch_norm_16" [label="(240,)", style=solid]; -"63 features_6_block_2_fc1_weight" -> "312 conv2d_23" [label="(64, 240, 1, 1)", style=solid]; -"64 features_6_block_2_fc1_bias" -> "312 conv2d_23" [label="(64,)", style=solid]; -"65 features_6_block_2_fc2_weight" -> "314 conv2d_24" [label="(240, 64, 1, 1)", style=solid]; -"66 features_6_block_2_fc2_bias" -> "314 conv2d_24" [label="(240,)", style=solid]; -"67 features_6_block_3_0_weight" -> "317 conv2d_25" [label="(40, 240, 1, 1)", style=solid]; -"68 features_6_block_3_1_weight" -> "318 batch_norm_17" [label="(40,)", style=solid]; -"69 features_6_block_3_1_bias" -> "318 batch_norm_17" [label="(40,)", style=solid]; -"70 features_7_block_0_0_weight" -> "320 conv2d_26" [label="(120, 40, 1, 1)", style=solid]; -"71 features_7_block_0_1_weight" -> "321 batch_norm_18" [label="(120,)", style=solid]; -"72 features_7_block_0_1_bias" -> "321 batch_norm_18" [label="(120,)", style=solid]; -"73 features_7_block_1_0_weight" -> "323 conv2d_27" [label="(120, 1, 5, 5)", style=solid]; -"74 features_7_block_1_1_weight" -> "324 batch_norm_19" [label="(120,)", style=solid]; -"75 features_7_block_1_1_bias" -> "324 batch_norm_19" [label="(120,)", style=solid]; -"76 features_7_block_2_fc1_weight" -> "327 conv2d_28" [label="(32, 120, 1, 1)", style=solid]; -"77 features_7_block_2_fc1_bias" -> "327 conv2d_28" [label="(32,)", style=solid]; -"78 features_7_block_2_fc2_weight" -> "329 conv2d_29" [label="(120, 32, 1, 1)", style=solid]; -"79 features_7_block_2_fc2_bias" -> "329 conv2d_29" [label="(120,)", style=solid]; -"80 features_7_block_3_0_weight" -> "332 conv2d_30" [label="(48, 120, 1, 1)", style=solid]; -"81 features_7_block_3_1_weight" -> "333 batch_norm_20" [label="(48,)", style=solid]; -"82 features_7_block_3_1_bias" -> "333 batch_norm_20" [label="(48,)", style=solid]; -"83 features_8_block_0_0_weight" -> "334 conv2d_31" [label="(144, 48, 1, 1)", style=solid]; -"84 features_8_block_0_1_weight" -> "335 batch_norm_21" [label="(144,)", style=solid]; -"85 features_8_block_0_1_bias" -> "335 batch_norm_21" [label="(144,)", style=solid]; -"86 features_8_block_1_0_weight" -> "337 conv2d_32" [label="(144, 1, 5, 5)", style=solid]; -"87 features_8_block_1_1_weight" -> "338 batch_norm_22" [label="(144,)", style=solid]; -"88 features_8_block_1_1_bias" -> "338 batch_norm_22" [label="(144,)", style=solid]; -"89 features_8_block_2_fc1_weight" -> "341 conv2d_33" [label="(40, 144, 1, 1)", style=solid]; -"90 features_8_block_2_fc1_bias" -> "341 conv2d_33" [label="(40,)", style=solid]; -"91 features_8_block_2_fc2_weight" -> "343 conv2d_34" [label="(144, 40, 1, 1)", style=solid]; -"92 features_8_block_2_fc2_bias" -> "343 conv2d_34" [label="(144,)", style=solid]; -"93 features_8_block_3_0_weight" -> "346 conv2d_35" [label="(48, 144, 1, 1)", style=solid]; -"94 features_8_block_3_1_weight" -> "347 batch_norm_23" [label="(48,)", style=solid]; -"95 features_8_block_3_1_bias" -> "347 batch_norm_23" [label="(48,)", style=solid]; -"96 features_9_block_0_0_weight" -> "349 conv2d_36" [label="(288, 48, 1, 1)", style=solid]; -"97 features_9_block_0_1_weight" -> "350 batch_norm_24" [label="(288,)", style=solid]; -"98 features_9_block_0_1_bias" -> "350 batch_norm_24" [label="(288,)", style=solid]; -"99 features_9_block_1_0_weight" -> "352 conv2d_37" [label="(288, 1, 5, 5)", style=solid]; -"100 features_9_block_1_1_weight" -> "353 batch_norm_25" [label="(288,)", style=solid]; -"101 features_9_block_1_1_bias" -> "353 batch_norm_25" [label="(288,)", style=solid]; -"102 features_9_block_2_fc1_weight" -> "356 conv2d_38" [label="(72, 288, 1, 1)", style=solid]; -"103 features_9_block_2_fc1_bias" -> "356 conv2d_38" [label="(72,)", style=solid]; -"104 features_9_block_2_fc2_weight" -> "358 conv2d_39" [label="(288, 72, 1, 1)", style=solid]; -"105 features_9_block_2_fc2_bias" -> "358 conv2d_39" [label="(288,)", style=solid]; -"106 features_9_block_3_0_weight" -> "361 conv2d_40" [label="(96, 288, 1, 1)", style=solid]; -"107 features_9_block_3_1_weight" -> "362 batch_norm_26" [label="(96,)", style=solid]; -"108 features_9_block_3_1_bias" -> "362 batch_norm_26" [label="(96,)", style=solid]; -"109 features_10_block_0_0_weight" -> "363 conv2d_41" [label="(576, 96, 1, 1)", style=solid]; -"110 features_10_block_0_1_weight" -> "364 batch_norm_27" [label="(576,)", style=solid]; -"111 features_10_block_0_1_bias" -> "364 batch_norm_27" [label="(576,)", style=solid]; -"112 features_10_block_1_0_weight" -> "366 conv2d_42" [label="(576, 1, 5, 5)", style=solid]; -"113 features_10_block_1_1_weight" -> "367 batch_norm_28" [label="(576,)", style=solid]; -"114 features_10_block_1_1_bias" -> "367 batch_norm_28" [label="(576,)", style=solid]; -"115 features_10_block_2_fc1_weight" -> "370 conv2d_43" [label="(144, 576, 1, 1)", style=solid]; -"116 features_10_block_2_fc1_bias" -> "370 conv2d_43" [label="(144,)", style=solid]; -"117 features_10_block_2_fc2_weight" -> "372 conv2d_44" [label="(576, 144, 1, 1)", style=solid]; -"118 features_10_block_2_fc2_bias" -> "372 conv2d_44" [label="(576,)", style=solid]; -"119 features_10_block_3_0_weight" -> "375 conv2d_45" [label="(96, 576, 1, 1)", style=solid]; -"120 features_10_block_3_1_weight" -> "376 batch_norm_29" [label="(96,)", style=solid]; -"121 features_10_block_3_1_bias" -> "376 batch_norm_29" [label="(96,)", style=solid]; -"122 features_11_block_0_0_weight" -> "378 conv2d_46" [label="(576, 96, 1, 1)", style=solid]; -"123 features_11_block_0_1_weight" -> "379 batch_norm_30" [label="(576,)", style=solid]; -"124 features_11_block_0_1_bias" -> "379 batch_norm_30" [label="(576,)", style=solid]; -"125 features_11_block_1_0_weight" -> "381 conv2d_47" [label="(576, 1, 5, 5)", style=solid]; -"126 features_11_block_1_1_weight" -> "382 batch_norm_31" [label="(576,)", style=solid]; -"127 features_11_block_1_1_bias" -> "382 batch_norm_31" [label="(576,)", style=solid]; -"128 features_11_block_2_fc1_weight" -> "385 conv2d_48" [label="(144, 576, 1, 1)", style=solid]; -"129 features_11_block_2_fc1_bias" -> "385 conv2d_48" [label="(144,)", style=solid]; -"130 features_11_block_2_fc2_weight" -> "387 conv2d_49" [label="(576, 144, 1, 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batch_norm_5" [label="(24,)", style=solid]; -"160 features_3_block_0_1_running_mean" -> "268 batch_norm_6" [label="(88,)", style=solid]; -"161 features_3_block_0_1_running_var" -> "268 batch_norm_6" [label="(88,)", style=solid]; -"163 features_3_block_1_1_running_mean" -> "271 batch_norm_7" [label="(88,)", style=solid]; -"164 features_3_block_1_1_running_var" -> "271 batch_norm_7" [label="(88,)", style=solid]; -"166 features_3_block_2_1_running_mean" -> "274 batch_norm_8" [label="(24,)", style=solid]; -"167 features_3_block_2_1_running_var" -> "274 batch_norm_8" [label="(24,)", style=solid]; -"169 features_4_block_0_1_running_mean" -> "277 batch_norm_9" [label="(96,)", style=solid]; -"170 features_4_block_0_1_running_var" -> "277 batch_norm_9" [label="(96,)", style=solid]; -"172 features_4_block_1_1_running_mean" -> "280 batch_norm_10" [label="(96,)", style=solid]; -"173 features_4_block_1_1_running_var" -> "280 batch_norm_10" [label="(96,)", style=solid]; -"175 features_4_block_3_1_running_mean" -> "289 batch_norm_11" [label="(40,)", style=solid]; -"176 features_4_block_3_1_running_var" -> "289 batch_norm_11" [label="(40,)", style=solid]; -"178 features_5_block_0_1_running_mean" -> "291 batch_norm_12" [label="(240,)", style=solid]; -"179 features_5_block_0_1_running_var" -> "291 batch_norm_12" [label="(240,)", style=solid]; -"181 features_5_block_1_1_running_mean" -> "294 batch_norm_13" [label="(240,)", style=solid]; -"182 features_5_block_1_1_running_var" -> "294 batch_norm_13" [label="(240,)", style=solid]; -"184 features_5_block_3_1_running_mean" -> "303 batch_norm_14" [label="(40,)", style=solid]; -"185 features_5_block_3_1_running_var" -> "303 batch_norm_14" [label="(40,)", style=solid]; -"187 features_6_block_0_1_running_mean" -> "306 batch_norm_15" [label="(240,)", style=solid]; -"188 features_6_block_0_1_running_var" -> "306 batch_norm_15" [label="(240,)", style=solid]; -"190 features_6_block_1_1_running_mean" -> "309 batch_norm_16" [label="(240,)", style=solid]; -"191 features_6_block_1_1_running_var" -> "309 batch_norm_16" [label="(240,)", style=solid]; -"193 features_6_block_3_1_running_mean" -> "318 batch_norm_17" [label="(40,)", style=solid]; -"194 features_6_block_3_1_running_var" -> "318 batch_norm_17" [label="(40,)", style=solid]; -"196 features_7_block_0_1_running_mean" -> "321 batch_norm_18" [label="(120,)", style=solid]; -"197 features_7_block_0_1_running_var" -> "321 batch_norm_18" [label="(120,)", style=solid]; -"199 features_7_block_1_1_running_mean" -> "324 batch_norm_19" [label="(120,)", style=solid]; -"200 features_7_block_1_1_running_var" -> "324 batch_norm_19" [label="(120,)", style=solid]; -"202 features_7_block_3_1_running_mean" -> "333 batch_norm_20" [label="(48,)", style=solid]; -"203 features_7_block_3_1_running_var" -> "333 batch_norm_20" [label="(48,)", style=solid]; -"205 features_8_block_0_1_running_mean" -> "335 batch_norm_21" [label="(144,)", style=solid]; -"206 features_8_block_0_1_running_var" -> "335 batch_norm_21" [label="(144,)", style=solid]; -"208 features_8_block_1_1_running_mean" -> "338 batch_norm_22" [label="(144,)", style=solid]; -"209 features_8_block_1_1_running_var" -> "338 batch_norm_22" [label="(144,)", style=solid]; -"211 features_8_block_3_1_running_mean" -> "347 batch_norm_23" [label="(48,)", style=solid]; -"212 features_8_block_3_1_running_var" -> "347 batch_norm_23" [label="(48,)", style=solid]; -"214 features_9_block_0_1_running_mean" -> "350 batch_norm_24" [label="(288,)", style=solid]; -"215 features_9_block_0_1_running_var" -> "350 batch_norm_24" [label="(288,)", style=solid]; -"217 features_9_block_1_1_running_mean" -> "353 batch_norm_25" [label="(288,)", style=solid]; -"218 features_9_block_1_1_running_var" -> "353 batch_norm_25" [label="(288,)", style=solid]; -"220 features_9_block_3_1_running_mean" -> "362 batch_norm_26" [label="(96,)", style=solid]; -"221 features_9_block_3_1_running_var" -> "362 batch_norm_26" [label="(96,)", style=solid]; -"223 features_10_block_0_1_running_mean" -> "364 batch_norm_27" [label="(576,)", style=solid]; -"224 features_10_block_0_1_running_var" -> "364 batch_norm_27" [label="(576,)", style=solid]; -"226 features_10_block_1_1_running_mean" -> "367 batch_norm_28" [label="(576,)", style=solid]; -"227 features_10_block_1_1_running_var" -> "367 batch_norm_28" [label="(576,)", style=solid]; -"229 features_10_block_3_1_running_mean" -> "376 batch_norm_29" [label="(96,)", style=solid]; -"230 features_10_block_3_1_running_var" -> "376 batch_norm_29" [label="(96,)", style=solid]; -"232 features_11_block_0_1_running_mean" -> "379 batch_norm_30" [label="(576,)", style=solid]; -"233 features_11_block_0_1_running_var" -> "379 batch_norm_30" [label="(576,)", style=solid]; -"235 features_11_block_1_1_running_mean" -> "382 batch_norm_31" [label="(576,)", style=solid]; -"236 features_11_block_1_1_running_var" -> "382 batch_norm_31" [label="(576,)", style=solid]; -"238 features_11_block_3_1_running_mean" -> "391 batch_norm_32" [label="(96,)", style=solid]; -"239 features_11_block_3_1_running_var" -> "391 batch_norm_32" [label="(96,)", style=solid]; -"241 features_12_1_running_mean" -> "394 batch_norm_33" [label="(576,)", style=solid]; -"242 features_12_1_running_var" -> "394 batch_norm_33" [label="(576,)", style=solid]; -"244 x" -> "245 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"245 conv2d" -> "246 batch_norm" [label="(1, 16, 112, 112)", style=solid]; -"246 batch_norm" -> "247 hardswish_" [label="(1, 16, 112, 112)", style=solid]; -"247 hardswish_" -> "248 conv2d_1" [label="(1, 16, 112, 112)", style=solid]; -"248 conv2d_1" -> "249 batch_norm_1" [label="(1, 16, 56, 56)", style=solid]; -"249 batch_norm_1" -> "250 relu_" [label="(1, 16, 56, 56)", style=solid]; -"250 relu_" -> "251 adaptive_avg_pool2d" [label="(1, 16, 56, 56)", style=solid]; -"250 relu_" -> "256 mul" [label="(1, 16, 56, 56)", style=solid]; -"251 adaptive_avg_pool2d" -> "252 conv2d_2" [label="(1, 16, 1, 1)", style=solid]; -"252 conv2d_2" -> "253 relu" [label="(1, 8, 1, 1)", style=solid]; -"253 relu" -> "254 conv2d_3" [label="(1, 8, 1, 1)", style=solid]; -"254 conv2d_3" -> "255 hardsigmoid" [label="(1, 16, 1, 1)", style=solid]; -"255 hardsigmoid" -> "256 mul" [label="(1, 16, 1, 1)", style=solid]; -"256 mul" -> "257 conv2d_4" [label="(1, 16, 56, 56)", style=solid]; -"257 conv2d_4" -> "258 batch_norm_2" [label="(1, 16, 56, 56)", style=solid]; -"258 batch_norm_2" -> "259 conv2d_5" [label="(1, 16, 56, 56)", style=solid]; -"259 conv2d_5" -> "260 batch_norm_3" [label="(1, 72, 56, 56)", style=solid]; -"260 batch_norm_3" -> "261 relu__1" [label="(1, 72, 56, 56)", style=solid]; -"261 relu__1" -> "262 conv2d_6" [label="(1, 72, 56, 56)", style=solid]; -"262 conv2d_6" -> "263 batch_norm_4" [label="(1, 72, 28, 28)", style=solid]; -"263 batch_norm_4" -> "264 relu__2" [label="(1, 72, 28, 28)", style=solid]; -"264 relu__2" -> "265 conv2d_7" [label="(1, 72, 28, 28)", style=solid]; -"265 conv2d_7" -> "266 batch_norm_5" [label="(1, 24, 28, 28)", style=solid]; -"266 batch_norm_5" -> "267 conv2d_8" [label="(1, 24, 28, 28)", style=solid]; -"266 batch_norm_5" -> "275 add_" [label="(1, 24, 28, 28)", style=solid]; -"267 conv2d_8" -> "268 batch_norm_6" [label="(1, 88, 28, 28)", style=solid]; -"268 batch_norm_6" -> "269 relu__3" [label="(1, 88, 28, 28)", style=solid]; -"269 relu__3" -> "270 conv2d_9" [label="(1, 88, 28, 28)", style=solid]; -"270 conv2d_9" -> "271 batch_norm_7" [label="(1, 88, 28, 28)", style=solid]; -"271 batch_norm_7" -> "272 relu__4" [label="(1, 88, 28, 28)", style=solid]; -"272 relu__4" -> "273 conv2d_10" [label="(1, 88, 28, 28)", style=solid]; -"273 conv2d_10" -> "274 batch_norm_8" [label="(1, 24, 28, 28)", style=solid]; -"274 batch_norm_8" -> "275 add_" [label="(1, 24, 28, 28)", style=solid]; -"275 add_" -> "276 conv2d_11" [label="(1, 24, 28, 28)", style=solid]; -"276 conv2d_11" -> "277 batch_norm_9" [label="(1, 96, 28, 28)", style=solid]; -"277 batch_norm_9" -> "278 hardswish__1" [label="(1, 96, 28, 28)", style=solid]; -"278 hardswish__1" -> "279 conv2d_12" [label="(1, 96, 28, 28)", style=solid]; -"279 conv2d_12" -> "280 batch_norm_10" [label="(1, 96, 14, 14)", style=solid]; -"280 batch_norm_10" -> "281 hardswish__2" [label="(1, 96, 14, 14)", style=solid]; -"281 hardswish__2" -> "282 adaptive_avg_pool2d_1" [label="(1, 96, 14, 14)", style=solid]; -"281 hardswish__2" -> "287 mul_1" [label="(1, 96, 14, 14)", style=solid]; -"282 adaptive_avg_pool2d_1" -> "283 conv2d_13" [label="(1, 96, 1, 1)", style=solid]; -"283 conv2d_13" -> "284 relu_1" [label="(1, 24, 1, 1)", style=solid]; -"284 relu_1" -> "285 conv2d_14" [label="(1, 24, 1, 1)", style=solid]; -"285 conv2d_14" -> "286 hardsigmoid_1" [label="(1, 96, 1, 1)", style=solid]; -"286 hardsigmoid_1" -> "287 mul_1" [label="(1, 96, 1, 1)", style=solid]; -"287 mul_1" -> "288 conv2d_15" [label="(1, 96, 14, 14)", style=solid]; -"288 conv2d_15" -> "289 batch_norm_11" [label="(1, 40, 14, 14)", style=solid]; -"289 batch_norm_11" -> "290 conv2d_16" [label="(1, 40, 14, 14)", style=solid]; -"289 batch_norm_11" -> "304 add__1" [label="(1, 40, 14, 14)", style=solid]; -"290 conv2d_16" -> "291 batch_norm_12" [label="(1, 240, 14, 14)", style=solid]; -"291 batch_norm_12" -> "292 hardswish__3" [label="(1, 240, 14, 14)", style=solid]; -"292 hardswish__3" -> "293 conv2d_17" [label="(1, 240, 14, 14)", style=solid]; -"293 conv2d_17" -> "294 batch_norm_13" [label="(1, 240, 14, 14)", style=solid]; -"294 batch_norm_13" -> "295 hardswish__4" [label="(1, 240, 14, 14)", style=solid]; -"295 hardswish__4" -> "296 adaptive_avg_pool2d_2" [label="(1, 240, 14, 14)", style=solid]; -"295 hardswish__4" -> "301 mul_2" [label="(1, 240, 14, 14)", style=solid]; -"296 adaptive_avg_pool2d_2" -> "297 conv2d_18" [label="(1, 240, 1, 1)", style=solid]; -"297 conv2d_18" -> "298 relu_2" [label="(1, 64, 1, 1)", style=solid]; -"298 relu_2" -> "299 conv2d_19" [label="(1, 64, 1, 1)", style=solid]; -"299 conv2d_19" -> "300 hardsigmoid_2" [label="(1, 240, 1, 1)", style=solid]; -"300 hardsigmoid_2" -> "301 mul_2" [label="(1, 240, 1, 1)", style=solid]; -"301 mul_2" -> "302 conv2d_20" [label="(1, 240, 14, 14)", style=solid]; -"302 conv2d_20" -> "303 batch_norm_14" [label="(1, 40, 14, 14)", style=solid]; -"303 batch_norm_14" -> "304 add__1" [label="(1, 40, 14, 14)", style=solid]; -"304 add__1" -> "305 conv2d_21" [label="(1, 40, 14, 14)", style=solid]; -"304 add__1" -> "319 add__2" [label="(1, 40, 14, 14)", style=solid]; -"305 conv2d_21" -> "306 batch_norm_15" [label="(1, 240, 14, 14)", style=solid]; -"306 batch_norm_15" -> "307 hardswish__5" [label="(1, 240, 14, 14)", style=solid]; -"307 hardswish__5" -> "308 conv2d_22" [label="(1, 240, 14, 14)", style=solid]; -"308 conv2d_22" -> "309 batch_norm_16" [label="(1, 240, 14, 14)", style=solid]; -"309 batch_norm_16" -> "310 hardswish__6" [label="(1, 240, 14, 14)", style=solid]; -"310 hardswish__6" -> "311 adaptive_avg_pool2d_3" [label="(1, 240, 14, 14)", style=solid]; -"310 hardswish__6" -> "316 mul_3" [label="(1, 240, 14, 14)", style=solid]; -"311 adaptive_avg_pool2d_3" -> "312 conv2d_23" [label="(1, 240, 1, 1)", style=solid]; -"312 conv2d_23" -> "313 relu_3" [label="(1, 64, 1, 1)", style=solid]; -"313 relu_3" -> "314 conv2d_24" [label="(1, 64, 1, 1)", style=solid]; -"314 conv2d_24" -> "315 hardsigmoid_3" [label="(1, 240, 1, 1)", style=solid]; -"315 hardsigmoid_3" -> "316 mul_3" [label="(1, 240, 1, 1)", style=solid]; -"316 mul_3" -> "317 conv2d_25" [label="(1, 240, 14, 14)", style=solid]; -"317 conv2d_25" -> "318 batch_norm_17" [label="(1, 40, 14, 14)", style=solid]; -"318 batch_norm_17" -> "319 add__2" [label="(1, 40, 14, 14)", style=solid]; -"319 add__2" -> "320 conv2d_26" [label="(1, 40, 14, 14)", style=solid]; -"320 conv2d_26" -> "321 batch_norm_18" [label="(1, 120, 14, 14)", style=solid]; -"321 batch_norm_18" -> "322 hardswish__7" [label="(1, 120, 14, 14)", style=solid]; -"322 hardswish__7" -> "323 conv2d_27" [label="(1, 120, 14, 14)", style=solid]; -"323 conv2d_27" -> "324 batch_norm_19" [label="(1, 120, 14, 14)", style=solid]; -"324 batch_norm_19" -> "325 hardswish__8" [label="(1, 120, 14, 14)", style=solid]; -"325 hardswish__8" -> "326 adaptive_avg_pool2d_4" [label="(1, 120, 14, 14)", style=solid]; -"325 hardswish__8" -> "331 mul_4" [label="(1, 120, 14, 14)", style=solid]; -"326 adaptive_avg_pool2d_4" -> "327 conv2d_28" [label="(1, 120, 1, 1)", style=solid]; -"327 conv2d_28" -> "328 relu_4" [label="(1, 32, 1, 1)", style=solid]; -"328 relu_4" -> "329 conv2d_29" [label="(1, 32, 1, 1)", style=solid]; -"329 conv2d_29" -> "330 hardsigmoid_4" [label="(1, 120, 1, 1)", style=solid]; -"330 hardsigmoid_4" -> "331 mul_4" [label="(1, 120, 1, 1)", style=solid]; -"331 mul_4" -> "332 conv2d_30" [label="(1, 120, 14, 14)", style=solid]; -"332 conv2d_30" -> "333 batch_norm_20" [label="(1, 48, 14, 14)", style=solid]; -"333 batch_norm_20" -> "334 conv2d_31" [label="(1, 48, 14, 14)", style=solid]; -"333 batch_norm_20" -> "348 add__3" [label="(1, 48, 14, 14)", style=solid]; -"334 conv2d_31" -> "335 batch_norm_21" [label="(1, 144, 14, 14)", style=solid]; -"335 batch_norm_21" -> "336 hardswish__9" [label="(1, 144, 14, 14)", style=solid]; -"336 hardswish__9" -> "337 conv2d_32" [label="(1, 144, 14, 14)", style=solid]; -"337 conv2d_32" -> "338 batch_norm_22" [label="(1, 144, 14, 14)", style=solid]; -"338 batch_norm_22" -> "339 hardswish__10" [label="(1, 144, 14, 14)", style=solid]; -"339 hardswish__10" -> "340 adaptive_avg_pool2d_5" [label="(1, 144, 14, 14)", style=solid]; -"339 hardswish__10" -> "345 mul_5" [label="(1, 144, 14, 14)", style=solid]; -"340 adaptive_avg_pool2d_5" -> "341 conv2d_33" [label="(1, 144, 1, 1)", style=solid]; -"341 conv2d_33" -> "342 relu_5" [label="(1, 40, 1, 1)", style=solid]; -"342 relu_5" -> "343 conv2d_34" [label="(1, 40, 1, 1)", style=solid]; -"343 conv2d_34" -> "344 hardsigmoid_5" [label="(1, 144, 1, 1)", style=solid]; -"344 hardsigmoid_5" -> "345 mul_5" [label="(1, 144, 1, 1)", style=solid]; -"345 mul_5" -> "346 conv2d_35" [label="(1, 144, 14, 14)", style=solid]; -"346 conv2d_35" -> "347 batch_norm_23" [label="(1, 48, 14, 14)", style=solid]; -"347 batch_norm_23" -> "348 add__3" [label="(1, 48, 14, 14)", style=solid]; -"348 add__3" -> "349 conv2d_36" [label="(1, 48, 14, 14)", style=solid]; -"349 conv2d_36" -> "350 batch_norm_24" [label="(1, 288, 14, 14)", style=solid]; -"350 batch_norm_24" -> "351 hardswish__11" [label="(1, 288, 14, 14)", style=solid]; -"351 hardswish__11" -> "352 conv2d_37" [label="(1, 288, 14, 14)", style=solid]; -"352 conv2d_37" -> "353 batch_norm_25" [label="(1, 288, 7, 7)", style=solid]; -"353 batch_norm_25" -> "354 hardswish__12" [label="(1, 288, 7, 7)", style=solid]; -"354 hardswish__12" -> "355 adaptive_avg_pool2d_6" [label="(1, 288, 7, 7)", style=solid]; -"354 hardswish__12" -> "360 mul_6" [label="(1, 288, 7, 7)", style=solid]; -"355 adaptive_avg_pool2d_6" -> "356 conv2d_38" [label="(1, 288, 1, 1)", style=solid]; -"356 conv2d_38" -> "357 relu_6" [label="(1, 72, 1, 1)", style=solid]; -"357 relu_6" -> "358 conv2d_39" [label="(1, 72, 1, 1)", style=solid]; -"358 conv2d_39" -> "359 hardsigmoid_6" [label="(1, 288, 1, 1)", style=solid]; -"359 hardsigmoid_6" -> "360 mul_6" [label="(1, 288, 1, 1)", style=solid]; -"360 mul_6" -> "361 conv2d_40" [label="(1, 288, 7, 7)", style=solid]; -"361 conv2d_40" -> "362 batch_norm_26" [label="(1, 96, 7, 7)", style=solid]; -"362 batch_norm_26" -> "363 conv2d_41" [label="(1, 96, 7, 7)", style=solid]; -"362 batch_norm_26" -> "377 add__4" [label="(1, 96, 7, 7)", style=solid]; -"363 conv2d_41" -> "364 batch_norm_27" [label="(1, 576, 7, 7)", style=solid]; -"364 batch_norm_27" -> "365 hardswish__13" [label="(1, 576, 7, 7)", style=solid]; -"365 hardswish__13" -> "366 conv2d_42" [label="(1, 576, 7, 7)", style=solid]; -"366 conv2d_42" -> "367 batch_norm_28" [label="(1, 576, 7, 7)", style=solid]; -"367 batch_norm_28" -> "368 hardswish__14" [label="(1, 576, 7, 7)", style=solid]; -"368 hardswish__14" -> "369 adaptive_avg_pool2d_7" [label="(1, 576, 7, 7)", style=solid]; -"368 hardswish__14" -> "374 mul_7" [label="(1, 576, 7, 7)", style=solid]; -"369 adaptive_avg_pool2d_7" -> "370 conv2d_43" [label="(1, 576, 1, 1)", style=solid]; -"370 conv2d_43" -> "371 relu_7" [label="(1, 144, 1, 1)", style=solid]; -"371 relu_7" -> "372 conv2d_44" [label="(1, 144, 1, 1)", style=solid]; -"372 conv2d_44" -> "373 hardsigmoid_7" [label="(1, 576, 1, 1)", style=solid]; -"373 hardsigmoid_7" -> "374 mul_7" [label="(1, 576, 1, 1)", style=solid]; -"374 mul_7" -> "375 conv2d_45" [label="(1, 576, 7, 7)", style=solid]; -"375 conv2d_45" -> "376 batch_norm_29" [label="(1, 96, 7, 7)", style=solid]; -"376 batch_norm_29" -> "377 add__4" [label="(1, 96, 7, 7)", style=solid]; -"377 add__4" -> "378 conv2d_46" [label="(1, 96, 7, 7)", style=solid]; -"377 add__4" -> "392 add__5" [label="(1, 96, 7, 7)", style=solid]; -"378 conv2d_46" -> "379 batch_norm_30" 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[style=solid, label="(48,)"]; +"214 features_9_block_0_1_running_mean" -> "350 batch_norm_24" [style=solid, label="(288,)"]; +"215 features_9_block_0_1_running_var" -> "350 batch_norm_24" [style=solid, label="(288,)"]; +"217 features_9_block_1_1_running_mean" -> "353 batch_norm_25" [style=solid, label="(288,)"]; +"218 features_9_block_1_1_running_var" -> "353 batch_norm_25" [style=solid, label="(288,)"]; +"220 features_9_block_3_1_running_mean" -> "362 batch_norm_26" [style=solid, label="(96,)"]; +"221 features_9_block_3_1_running_var" -> "362 batch_norm_26" [style=solid, label="(96,)"]; +"223 features_10_block_0_1_running_mean" -> "364 batch_norm_27" [style=solid, label="(576,)"]; +"224 features_10_block_0_1_running_var" -> "364 batch_norm_27" [style=solid, label="(576,)"]; +"226 features_10_block_1_1_running_mean" -> "367 batch_norm_28" [style=solid, label="(576,)"]; +"227 features_10_block_1_1_running_var" -> "367 batch_norm_28" [style=solid, label="(576,)"]; +"229 features_10_block_3_1_running_mean" -> "376 batch_norm_29" [style=solid, label="(96,)"]; +"230 features_10_block_3_1_running_var" -> "376 batch_norm_29" [style=solid, label="(96,)"]; +"232 features_11_block_0_1_running_mean" -> "379 batch_norm_30" [style=solid, label="(576,)"]; +"233 features_11_block_0_1_running_var" -> "379 batch_norm_30" [style=solid, label="(576,)"]; +"235 features_11_block_1_1_running_mean" -> "382 batch_norm_31" [style=solid, label="(576,)"]; +"236 features_11_block_1_1_running_var" -> "382 batch_norm_31" [style=solid, label="(576,)"]; +"238 features_11_block_3_1_running_mean" -> "391 batch_norm_32" [style=solid, label="(96,)"]; +"239 features_11_block_3_1_running_var" -> "391 batch_norm_32" [style=solid, label="(96,)"]; +"241 features_12_1_running_mean" -> "394 batch_norm_33" [style=solid, label="(576,)"]; +"242 features_12_1_running_var" -> "394 batch_norm_33" [style=solid, label="(576,)"]; +"244 x" -> "245 conv2d" [style=solid, label="(1, 3, 224, 224)"]; +"245 conv2d" -> "246 batch_norm" [style=solid, label="(1, 16, 112, 112)"]; +"246 batch_norm" -> "247 hardswish_" [style=solid, label="(1, 16, 112, 112)"]; +"247 hardswish_" -> "248 conv2d_1" [style=solid, label="(1, 16, 112, 112)"]; +"248 conv2d_1" -> "249 batch_norm_1" [style=solid, label="(1, 16, 56, 56)"]; +"249 batch_norm_1" -> "250 relu_" [style=solid, label="(1, 16, 56, 56)"]; +"250 relu_" -> "251 adaptive_avg_pool2d" [style=solid, label="(1, 16, 56, 56)"]; +"250 relu_" -> "256 mul" [style=solid, label="(1, 16, 56, 56)"]; +"251 adaptive_avg_pool2d" -> "252 conv2d_2" [style=solid, label="(1, 16, 1, 1)"]; +"252 conv2d_2" -> "253 relu" [style=solid, label="(1, 8, 1, 1)"]; +"253 relu" -> "254 conv2d_3" [style=solid, label="(1, 8, 1, 1)"]; +"254 conv2d_3" -> "255 hardsigmoid" [style=solid, label="(1, 16, 1, 1)"]; +"255 hardsigmoid" -> "256 mul" [style=solid, label="(1, 16, 1, 1)"]; +"256 mul" -> "257 conv2d_4" [style=solid, label="(1, 16, 56, 56)"]; +"257 conv2d_4" -> "258 batch_norm_2" [style=solid, label="(1, 16, 56, 56)"]; +"258 batch_norm_2" -> "259 conv2d_5" [style=solid, label="(1, 16, 56, 56)"]; +"259 conv2d_5" -> "260 batch_norm_3" [style=solid, label="(1, 72, 56, 56)"]; +"260 batch_norm_3" -> "261 relu__1" [style=solid, label="(1, 72, 56, 56)"]; +"261 relu__1" -> "262 conv2d_6" [style=solid, label="(1, 72, 56, 56)"]; +"262 conv2d_6" -> "263 batch_norm_4" [style=solid, label="(1, 72, 28, 28)"]; +"263 batch_norm_4" -> "264 relu__2" [style=solid, label="(1, 72, 28, 28)"]; +"264 relu__2" -> "265 conv2d_7" [style=solid, label="(1, 72, 28, 28)"]; +"265 conv2d_7" -> "266 batch_norm_5" [style=solid, label="(1, 24, 28, 28)"]; +"266 batch_norm_5" -> "267 conv2d_8" [style=solid, label="(1, 24, 28, 28)"]; +"266 batch_norm_5" -> "275 add_" [style=solid, label="(1, 24, 28, 28)"]; +"267 conv2d_8" -> "268 batch_norm_6" [style=solid, label="(1, 88, 28, 28)"]; +"268 batch_norm_6" -> "269 relu__3" [style=solid, label="(1, 88, 28, 28)"]; +"269 relu__3" -> "270 conv2d_9" [style=solid, label="(1, 88, 28, 28)"]; +"270 conv2d_9" -> "271 batch_norm_7" [style=solid, label="(1, 88, 28, 28)"]; +"271 batch_norm_7" -> "272 relu__4" [style=solid, label="(1, 88, 28, 28)"]; +"272 relu__4" -> "273 conv2d_10" [style=solid, label="(1, 88, 28, 28)"]; +"273 conv2d_10" -> "274 batch_norm_8" [style=solid, label="(1, 24, 28, 28)"]; +"274 batch_norm_8" -> "275 add_" [style=solid, label="(1, 24, 28, 28)"]; +"275 add_" -> "276 conv2d_11" [style=solid, label="(1, 24, 28, 28)"]; +"276 conv2d_11" -> "277 batch_norm_9" [style=solid, label="(1, 96, 28, 28)"]; +"277 batch_norm_9" -> "278 hardswish__1" [style=solid, label="(1, 96, 28, 28)"]; +"278 hardswish__1" -> "279 conv2d_12" [style=solid, label="(1, 96, 28, 28)"]; +"279 conv2d_12" -> "280 batch_norm_10" [style=solid, label="(1, 96, 14, 14)"]; +"280 batch_norm_10" -> "281 hardswish__2" [style=solid, label="(1, 96, 14, 14)"]; +"281 hardswish__2" -> "282 adaptive_avg_pool2d_1" [style=solid, label="(1, 96, 14, 14)"]; +"281 hardswish__2" -> "287 mul_1" [style=solid, label="(1, 96, 14, 14)"]; +"282 adaptive_avg_pool2d_1" -> "283 conv2d_13" [style=solid, label="(1, 96, 1, 1)"]; +"283 conv2d_13" -> "284 relu_1" [style=solid, label="(1, 24, 1, 1)"]; +"284 relu_1" -> "285 conv2d_14" [style=solid, label="(1, 24, 1, 1)"]; +"285 conv2d_14" -> "286 hardsigmoid_1" [style=solid, label="(1, 96, 1, 1)"]; +"286 hardsigmoid_1" -> "287 mul_1" [style=solid, label="(1, 96, 1, 1)"]; +"287 mul_1" -> "288 conv2d_15" [style=solid, label="(1, 96, 14, 14)"]; +"288 conv2d_15" -> "289 batch_norm_11" [style=solid, label="(1, 40, 14, 14)"]; +"289 batch_norm_11" -> "290 conv2d_16" [style=solid, label="(1, 40, 14, 14)"]; +"289 batch_norm_11" -> "304 add__1" [style=solid, label="(1, 40, 14, 14)"]; +"290 conv2d_16" -> "291 batch_norm_12" [style=solid, label="(1, 240, 14, 14)"]; +"291 batch_norm_12" -> "292 hardswish__3" [style=solid, label="(1, 240, 14, 14)"]; +"292 hardswish__3" -> "293 conv2d_17" [style=solid, label="(1, 240, 14, 14)"]; +"293 conv2d_17" -> "294 batch_norm_13" [style=solid, label="(1, 240, 14, 14)"]; +"294 batch_norm_13" -> "295 hardswish__4" [style=solid, label="(1, 240, 14, 14)"]; +"295 hardswish__4" -> "296 adaptive_avg_pool2d_2" [style=solid, label="(1, 240, 14, 14)"]; +"295 hardswish__4" -> "301 mul_2" [style=solid, label="(1, 240, 14, 14)"]; +"296 adaptive_avg_pool2d_2" -> "297 conv2d_18" [style=solid, label="(1, 240, 1, 1)"]; +"297 conv2d_18" -> "298 relu_2" [style=solid, label="(1, 64, 1, 1)"]; +"298 relu_2" -> "299 conv2d_19" [style=solid, label="(1, 64, 1, 1)"]; +"299 conv2d_19" -> "300 hardsigmoid_2" [style=solid, label="(1, 240, 1, 1)"]; +"300 hardsigmoid_2" -> "301 mul_2" [style=solid, label="(1, 240, 1, 1)"]; +"301 mul_2" -> "302 conv2d_20" [style=solid, label="(1, 240, 14, 14)"]; +"302 conv2d_20" -> "303 batch_norm_14" [style=solid, label="(1, 40, 14, 14)"]; +"303 batch_norm_14" -> "304 add__1" [style=solid, label="(1, 40, 14, 14)"]; +"304 add__1" -> "305 conv2d_21" [style=solid, label="(1, 40, 14, 14)"]; +"304 add__1" -> "319 add__2" [style=solid, label="(1, 40, 14, 14)"]; +"305 conv2d_21" -> "306 batch_norm_15" [style=solid, label="(1, 240, 14, 14)"]; +"306 batch_norm_15" -> "307 hardswish__5" [style=solid, label="(1, 240, 14, 14)"]; +"307 hardswish__5" -> "308 conv2d_22" [style=solid, label="(1, 240, 14, 14)"]; +"308 conv2d_22" -> "309 batch_norm_16" [style=solid, label="(1, 240, 14, 14)"]; +"309 batch_norm_16" -> "310 hardswish__6" [style=solid, label="(1, 240, 14, 14)"]; +"310 hardswish__6" -> "311 adaptive_avg_pool2d_3" [style=solid, label="(1, 240, 14, 14)"]; +"310 hardswish__6" -> "316 mul_3" [style=solid, label="(1, 240, 14, 14)"]; +"311 adaptive_avg_pool2d_3" -> "312 conv2d_23" [style=solid, label="(1, 240, 1, 1)"]; +"312 conv2d_23" -> "313 relu_3" [style=solid, label="(1, 64, 1, 1)"]; +"313 relu_3" -> "314 conv2d_24" [style=solid, label="(1, 64, 1, 1)"]; +"314 conv2d_24" -> "315 hardsigmoid_3" [style=solid, label="(1, 240, 1, 1)"]; +"315 hardsigmoid_3" -> "316 mul_3" [style=solid, label="(1, 240, 1, 1)"]; +"316 mul_3" -> "317 conv2d_25" [style=solid, label="(1, 240, 14, 14)"]; +"317 conv2d_25" -> "318 batch_norm_17" [style=solid, label="(1, 40, 14, 14)"]; +"318 batch_norm_17" -> "319 add__2" [style=solid, label="(1, 40, 14, 14)"]; +"319 add__2" -> "320 conv2d_26" [style=solid, label="(1, 40, 14, 14)"]; +"320 conv2d_26" -> "321 batch_norm_18" [style=solid, label="(1, 120, 14, 14)"]; +"321 batch_norm_18" -> "322 hardswish__7" [style=solid, label="(1, 120, 14, 14)"]; +"322 hardswish__7" -> "323 conv2d_27" [style=solid, label="(1, 120, 14, 14)"]; +"323 conv2d_27" -> "324 batch_norm_19" [style=solid, label="(1, 120, 14, 14)"]; +"324 batch_norm_19" -> "325 hardswish__8" [style=solid, label="(1, 120, 14, 14)"]; +"325 hardswish__8" -> "326 adaptive_avg_pool2d_4" [style=solid, label="(1, 120, 14, 14)"]; +"325 hardswish__8" -> "331 mul_4" [style=solid, label="(1, 120, 14, 14)"]; +"326 adaptive_avg_pool2d_4" -> "327 conv2d_28" [style=solid, label="(1, 120, 1, 1)"]; +"327 conv2d_28" -> "328 relu_4" [style=solid, label="(1, 32, 1, 1)"]; +"328 relu_4" -> "329 conv2d_29" [style=solid, label="(1, 32, 1, 1)"]; +"329 conv2d_29" -> "330 hardsigmoid_4" [style=solid, label="(1, 120, 1, 1)"]; +"330 hardsigmoid_4" -> "331 mul_4" [style=solid, label="(1, 120, 1, 1)"]; +"331 mul_4" -> "332 conv2d_30" [style=solid, label="(1, 120, 14, 14)"]; +"332 conv2d_30" -> "333 batch_norm_20" [style=solid, label="(1, 48, 14, 14)"]; +"333 batch_norm_20" -> "334 conv2d_31" [style=solid, label="(1, 48, 14, 14)"]; +"333 batch_norm_20" -> "348 add__3" [style=solid, label="(1, 48, 14, 14)"]; +"334 conv2d_31" -> "335 batch_norm_21" [style=solid, label="(1, 144, 14, 14)"]; +"335 batch_norm_21" -> "336 hardswish__9" [style=solid, label="(1, 144, 14, 14)"]; +"336 hardswish__9" -> "337 conv2d_32" [style=solid, label="(1, 144, 14, 14)"]; +"337 conv2d_32" -> "338 batch_norm_22" [style=solid, label="(1, 144, 14, 14)"]; +"338 batch_norm_22" -> "339 hardswish__10" [style=solid, label="(1, 144, 14, 14)"]; +"339 hardswish__10" -> "340 adaptive_avg_pool2d_5" [style=solid, label="(1, 144, 14, 14)"]; +"339 hardswish__10" -> "345 mul_5" [style=solid, label="(1, 144, 14, 14)"]; +"340 adaptive_avg_pool2d_5" -> "341 conv2d_33" [style=solid, label="(1, 144, 1, 1)"]; +"341 conv2d_33" -> "342 relu_5" [style=solid, label="(1, 40, 1, 1)"]; +"342 relu_5" -> "343 conv2d_34" [style=solid, label="(1, 40, 1, 1)"]; +"343 conv2d_34" -> "344 hardsigmoid_5" [style=solid, label="(1, 144, 1, 1)"]; +"344 hardsigmoid_5" -> "345 mul_5" [style=solid, label="(1, 144, 1, 1)"]; +"345 mul_5" -> "346 conv2d_35" [style=solid, label="(1, 144, 14, 14)"]; +"346 conv2d_35" -> "347 batch_norm_23" [style=solid, label="(1, 48, 14, 14)"]; +"347 batch_norm_23" -> "348 add__3" [style=solid, label="(1, 48, 14, 14)"]; +"348 add__3" -> "349 conv2d_36" [style=solid, label="(1, 48, 14, 14)"]; +"349 conv2d_36" -> "350 batch_norm_24" [style=solid, label="(1, 288, 14, 14)"]; +"350 batch_norm_24" -> "351 hardswish__11" [style=solid, label="(1, 288, 14, 14)"]; +"351 hardswish__11" -> "352 conv2d_37" [style=solid, label="(1, 288, 14, 14)"]; +"352 conv2d_37" -> "353 batch_norm_25" [style=solid, label="(1, 288, 7, 7)"]; +"353 batch_norm_25" -> "354 hardswish__12" [style=solid, label="(1, 288, 7, 7)"]; +"354 hardswish__12" -> "355 adaptive_avg_pool2d_6" [style=solid, label="(1, 288, 7, 7)"]; +"354 hardswish__12" -> "360 mul_6" [style=solid, label="(1, 288, 7, 7)"]; +"355 adaptive_avg_pool2d_6" -> "356 conv2d_38" [style=solid, label="(1, 288, 1, 1)"]; +"356 conv2d_38" -> "357 relu_6" [style=solid, label="(1, 72, 1, 1)"]; +"357 relu_6" -> "358 conv2d_39" [style=solid, label="(1, 72, 1, 1)"]; +"358 conv2d_39" -> "359 hardsigmoid_6" [style=solid, label="(1, 288, 1, 1)"]; +"359 hardsigmoid_6" -> "360 mul_6" [style=solid, label="(1, 288, 1, 1)"]; +"360 mul_6" -> "361 conv2d_40" [style=solid, label="(1, 288, 7, 7)"]; +"361 conv2d_40" -> "362 batch_norm_26" [style=solid, label="(1, 96, 7, 7)"]; +"362 batch_norm_26" -> "363 conv2d_41" [style=solid, label="(1, 96, 7, 7)"]; +"362 batch_norm_26" -> "377 add__4" [style=solid, label="(1, 96, 7, 7)"]; +"363 conv2d_41" -> "364 batch_norm_27" [style=solid, label="(1, 576, 7, 7)"]; +"364 batch_norm_27" -> "365 hardswish__13" [style=solid, label="(1, 576, 7, 7)"]; +"365 hardswish__13" -> "366 conv2d_42" [style=solid, label="(1, 576, 7, 7)"]; +"366 conv2d_42" -> "367 batch_norm_28" [style=solid, label="(1, 576, 7, 7)"]; +"367 batch_norm_28" -> "368 hardswish__14" [style=solid, label="(1, 576, 7, 7)"]; +"368 hardswish__14" -> "369 adaptive_avg_pool2d_7" [style=solid, label="(1, 576, 7, 7)"]; +"368 hardswish__14" -> "374 mul_7" [style=solid, label="(1, 576, 7, 7)"]; +"369 adaptive_avg_pool2d_7" -> "370 conv2d_43" [style=solid, label="(1, 576, 1, 1)"]; +"370 conv2d_43" -> "371 relu_7" [style=solid, label="(1, 144, 1, 1)"]; +"371 relu_7" -> "372 conv2d_44" [style=solid, label="(1, 144, 1, 1)"]; +"372 conv2d_44" -> "373 hardsigmoid_7" [style=solid, label="(1, 576, 1, 1)"]; +"373 hardsigmoid_7" -> "374 mul_7" [style=solid, label="(1, 576, 1, 1)"]; +"374 mul_7" -> "375 conv2d_45" [style=solid, label="(1, 576, 7, 7)"]; +"375 conv2d_45" -> "376 batch_norm_29" [style=solid, label="(1, 96, 7, 7)"]; +"376 batch_norm_29" -> "377 add__4" [style=solid, label="(1, 96, 7, 7)"]; +"377 add__4" -> "378 conv2d_46" [style=solid, label="(1, 96, 7, 7)"]; +"377 add__4" -> "392 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"378 conv2d_46" -> "379 batch_norm_30" [style=solid, label="(1, 576, 7, 7)"]; +"379 batch_norm_30" -> "380 hardswish__15" [style=solid, label="(1, 576, 7, 7)"]; +"380 hardswish__15" -> "381 conv2d_47" [style=solid, label="(1, 576, 7, 7)"]; +"381 conv2d_47" -> "382 batch_norm_31" [style=solid, label="(1, 576, 7, 7)"]; +"382 batch_norm_31" -> "383 hardswish__16" [style=solid, label="(1, 576, 7, 7)"]; +"383 hardswish__16" -> "384 adaptive_avg_pool2d_8" [style=solid, label="(1, 576, 7, 7)"]; +"383 hardswish__16" -> "389 mul_8" [style=solid, label="(1, 576, 7, 7)"]; +"384 adaptive_avg_pool2d_8" -> "385 conv2d_48" [style=solid, label="(1, 576, 1, 1)"]; +"385 conv2d_48" -> "386 relu_8" [style=solid, label="(1, 144, 1, 1)"]; +"386 relu_8" -> "387 conv2d_49" [style=solid, label="(1, 144, 1, 1)"]; +"387 conv2d_49" -> "388 hardsigmoid_8" [style=solid, label="(1, 576, 1, 1)"]; +"388 hardsigmoid_8" -> "389 mul_8" [style=solid, label="(1, 576, 1, 1)"]; +"389 mul_8" -> "390 conv2d_50" [style=solid, label="(1, 576, 7, 7)"]; +"390 conv2d_50" -> "391 batch_norm_32" [style=solid, label="(1, 96, 7, 7)"]; +"391 batch_norm_32" -> "392 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"392 add__5" -> "393 conv2d_51" [style=solid, label="(1, 96, 7, 7)"]; +"393 conv2d_51" -> "394 batch_norm_33" [style=solid, label="(1, 576, 7, 7)"]; +"394 batch_norm_33" -> "395 hardswish__17" [style=solid, label="(1, 576, 7, 7)"]; +"395 hardswish__17" -> "396 adaptive_avg_pool2d_9" [style=solid, label="(1, 576, 7, 7)"]; +"396 adaptive_avg_pool2d_9" -> "397 flatten" [style=solid, label="(1, 576, 1, 1)"]; +"397 flatten" -> "398 linear" [style=solid, label="(1, 576)"]; +"398 linear" -> "399 hardswish__18" [style=solid, label="(1, 1024)"]; +"399 hardswish__18" -> "400 dropout_" [style=solid, label="(1, 1024)"]; +"400 dropout_" -> "401 linear_1" [style=solid, label="(1, 1024)"]; +"401 linear_1" -> "402 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/post_quantization_compressed/mobilenet_v3_small.dot b/tests/torch2/data/fx/post_quantization_compressed/mobilenet_v3_small.dot index e56bcfe7f28..d9c3709f0b7 100644 --- a/tests/torch2/data/fx/post_quantization_compressed/mobilenet_v3_small.dot +++ b/tests/torch2/data/fx/post_quantization_compressed/mobilenet_v3_small.dot @@ -61,503 +61,518 @@ strict digraph { "59 conv2d_1" [id=59, type=conv2d]; "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 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_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 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_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"]; -"121 relu__3_zero_point_0" [id=121, type="get_attr"]; -"122 relu__3" [id=122, type="relu_"]; -"123 quantize_per_channel_default_9" [id=123, type="quantize_per_channel"]; -"124 dequantize_per_channel_default_9" [id=124, type="dequantize_per_channel"]; -"125 features_3_block_1_0_weight_bias" [id=125, type="get_attr"]; -"126 scale_updated_constant7" [id=126, type="get_attr"]; -"127 compressed_weight_updated_constant7" [id=127, type="get_attr"]; -"128 mul_tensor_7" [id=128, type=mul]; -"129 zero_point_updated_constant7" [id=129, type="get_attr"]; -"130 sub_tensor_7" [id=130, type=sub]; -"131 conv2d_9" [id=131, type=conv2d]; -"132 relu__4" [id=132, type="relu_"]; -"133 quantize_per_tensor_default_7" [id=133, type="quantize_per_tensor"]; -"134 dequantize_per_tensor_default_7" [id=134, type="dequantize_per_tensor"]; -"135 features_3_block_2_0_weight_bias" [id=135, type="get_attr"]; -"136 scale_updated_constant8" [id=136, type="get_attr"]; -"137 compressed_weight_updated_constant8" [id=137, type="get_attr"]; -"138 mul_tensor_8" [id=138, type=mul]; -"139 zero_point_updated_constant8" [id=139, type="get_attr"]; -"140 sub_tensor_8" [id=140, type=sub]; -"141 conv2d_10" [id=141, type=conv2d]; -"142 quantize_per_tensor_default_8" [id=142, type="quantize_per_tensor"]; -"143 dequantize_per_tensor_default_8" [id=143, type="dequantize_per_tensor"]; -"144 add_" [id=144, type="add_"]; -"145 quantize_per_tensor_default_9" [id=145, type="quantize_per_tensor"]; -"146 dequantize_per_tensor_default_9" [id=146, type="dequantize_per_tensor"]; -"147 features_4_block_0_0_weight_bias" [id=147, type="get_attr"]; -"148 scale_updated_constant9" [id=148, type="get_attr"]; -"149 compressed_weight_updated_constant9" [id=149, type="get_attr"]; -"150 mul_tensor_9" [id=150, type=mul]; -"151 zero_point_updated_constant9" [id=151, type="get_attr"]; -"152 sub_tensor_9" [id=152, type=sub]; -"153 conv2d_11" [id=153, type=conv2d]; -"154 hardswish__1_scale_0" [id=154, type="get_attr"]; -"155 hardswish__1_zero_point_0" [id=155, type="get_attr"]; -"156 hardswish__1" [id=156, type="hardswish_"]; -"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 features_4_block_1_0_weight_bias" [id=159, type="get_attr"]; -"160 scale_updated_constant10" [id=160, type="get_attr"]; -"161 compressed_weight_updated_constant10" [id=161, type="get_attr"]; -"162 mul_tensor_10" [id=162, type=mul]; -"163 zero_point_updated_constant10" [id=163, type="get_attr"]; -"164 sub_tensor_10" [id=164, type=sub]; -"165 conv2d_12" [id=165, type=conv2d]; -"166 hardswish__2" [id=166, type="hardswish_"]; -"167 quantize_per_tensor_default_10" [id=167, type="quantize_per_tensor"]; -"168 dequantize_per_tensor_default_10" [id=168, type="dequantize_per_tensor"]; -"169 adaptive_avg_pool2d_1" [id=169, type="adaptive_avg_pool2d"]; -"170 conv2d_13" [id=170, type=conv2d]; -"171 relu_1" [id=171, type=relu]; -"172 conv2d_14" [id=172, type=conv2d]; -"173 hardsigmoid_1" [id=173, type=hardsigmoid]; -"174 quantize_per_tensor_default_11" [id=174, type="quantize_per_tensor"]; -"175 dequantize_per_tensor_default_11" [id=175, type="dequantize_per_tensor"]; -"176 mul_1" [id=176, type=mul]; -"177 quantize_per_tensor_default_12" [id=177, type="quantize_per_tensor"]; -"178 dequantize_per_tensor_default_12" [id=178, type="dequantize_per_tensor"]; -"179 features_4_block_3_0_weight_bias" [id=179, type="get_attr"]; -"180 scale_updated_constant11" [id=180, type="get_attr"]; -"181 compressed_weight_updated_constant11" [id=181, type="get_attr"]; -"182 mul_tensor_11" [id=182, type=mul]; -"183 zero_point_updated_constant11" [id=183, type="get_attr"]; -"184 sub_tensor_11" [id=184, type=sub]; -"185 conv2d_15" [id=185, type=conv2d]; -"186 quantize_per_tensor_default_13" [id=186, type="quantize_per_tensor"]; -"187 dequantize_per_tensor_default_13" [id=187, type="dequantize_per_tensor"]; -"188 features_5_block_0_0_weight_bias" [id=188, type="get_attr"]; -"189 scale_updated_constant12" [id=189, type="get_attr"]; -"190 compressed_weight_updated_constant12" [id=190, type="get_attr"]; -"191 mul_tensor_12" [id=191, type=mul]; -"192 zero_point_updated_constant12" [id=192, type="get_attr"]; -"193 sub_tensor_12" [id=193, type=sub]; -"194 conv2d_16" [id=194, type=conv2d]; -"195 hardswish__3_scale_0" [id=195, type="get_attr"]; -"196 hardswish__3_zero_point_0" [id=196, type="get_attr"]; -"197 hardswish__3" [id=197, type="hardswish_"]; -"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 features_5_block_1_0_weight_bias" [id=200, type="get_attr"]; -"201 scale_updated_constant13" [id=201, type="get_attr"]; -"202 compressed_weight_updated_constant13" [id=202, type="get_attr"]; -"203 mul_tensor_13" [id=203, type=mul]; -"204 zero_point_updated_constant13" [id=204, type="get_attr"]; -"205 sub_tensor_13" [id=205, type=sub]; -"206 conv2d_17" [id=206, type=conv2d]; -"207 hardswish__4" [id=207, type="hardswish_"]; -"208 quantize_per_tensor_default_14" [id=208, type="quantize_per_tensor"]; -"209 dequantize_per_tensor_default_14" [id=209, type="dequantize_per_tensor"]; -"210 adaptive_avg_pool2d_2" [id=210, type="adaptive_avg_pool2d"]; -"211 conv2d_18" [id=211, type=conv2d]; -"212 relu_2" [id=212, type=relu]; -"213 conv2d_19" [id=213, type=conv2d]; -"214 hardsigmoid_2" [id=214, type=hardsigmoid]; -"215 quantize_per_tensor_default_15" [id=215, type="quantize_per_tensor"]; -"216 dequantize_per_tensor_default_15" [id=216, type="dequantize_per_tensor"]; -"217 mul_2" [id=217, type=mul]; -"218 quantize_per_tensor_default_16" [id=218, type="quantize_per_tensor"]; -"219 dequantize_per_tensor_default_16" [id=219, type="dequantize_per_tensor"]; -"220 features_5_block_3_0_weight_bias" [id=220, type="get_attr"]; -"221 scale_updated_constant14" [id=221, type="get_attr"]; -"222 compressed_weight_updated_constant14" [id=222, type="get_attr"]; -"223 mul_tensor_14" [id=223, type=mul]; -"224 zero_point_updated_constant14" [id=224, type="get_attr"]; -"225 sub_tensor_14" [id=225, type=sub]; -"226 conv2d_20" [id=226, type=conv2d]; -"227 quantize_per_tensor_default_17" [id=227, type="quantize_per_tensor"]; -"228 dequantize_per_tensor_default_17" [id=228, type="dequantize_per_tensor"]; -"229 add__1" [id=229, type="add_"]; -"230 quantize_per_tensor_default_18" [id=230, type="quantize_per_tensor"]; -"231 dequantize_per_tensor_default_18" [id=231, type="dequantize_per_tensor"]; -"232 features_6_block_0_0_weight_bias" [id=232, type="get_attr"]; -"233 scale_updated_constant15" [id=233, type="get_attr"]; -"234 compressed_weight_updated_constant15" [id=234, type="get_attr"]; -"235 mul_tensor_15" [id=235, type=mul]; -"236 zero_point_updated_constant15" [id=236, type="get_attr"]; -"237 sub_tensor_15" [id=237, type=sub]; -"238 conv2d_21" [id=238, type=conv2d]; -"239 hardswish__5_scale_0" [id=239, type="get_attr"]; -"240 hardswish__5_zero_point_0" [id=240, type="get_attr"]; -"241 hardswish__5" [id=241, type="hardswish_"]; -"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 features_6_block_1_0_weight_bias" [id=244, type="get_attr"]; -"245 scale_updated_constant16" [id=245, type="get_attr"]; -"246 compressed_weight_updated_constant16" [id=246, type="get_attr"]; -"247 mul_tensor_16" [id=247, type=mul]; -"248 zero_point_updated_constant16" [id=248, type="get_attr"]; -"249 sub_tensor_16" [id=249, type=sub]; -"250 conv2d_22" [id=250, type=conv2d]; -"251 hardswish__6" [id=251, type="hardswish_"]; -"252 quantize_per_tensor_default_19" [id=252, type="quantize_per_tensor"]; -"253 dequantize_per_tensor_default_19" [id=253, type="dequantize_per_tensor"]; -"254 adaptive_avg_pool2d_3" [id=254, type="adaptive_avg_pool2d"]; -"255 conv2d_23" [id=255, type=conv2d]; -"256 relu_3" [id=256, type=relu]; -"257 conv2d_24" [id=257, type=conv2d]; -"258 hardsigmoid_3" [id=258, type=hardsigmoid]; -"259 quantize_per_tensor_default_20" [id=259, type="quantize_per_tensor"]; -"260 dequantize_per_tensor_default_20" [id=260, type="dequantize_per_tensor"]; -"261 mul_3" [id=261, type=mul]; -"262 quantize_per_tensor_default_21" [id=262, type="quantize_per_tensor"]; -"263 dequantize_per_tensor_default_21" [id=263, type="dequantize_per_tensor"]; -"264 features_6_block_3_0_weight_bias" [id=264, type="get_attr"]; -"265 scale_updated_constant17" [id=265, type="get_attr"]; -"266 compressed_weight_updated_constant17" [id=266, type="get_attr"]; -"267 mul_tensor_17" [id=267, type=mul]; -"268 zero_point_updated_constant17" [id=268, type="get_attr"]; -"269 sub_tensor_17" [id=269, type=sub]; -"270 conv2d_25" [id=270, type=conv2d]; -"271 quantize_per_tensor_default_22" [id=271, type="quantize_per_tensor"]; -"272 dequantize_per_tensor_default_22" [id=272, type="dequantize_per_tensor"]; -"273 add__2" [id=273, type="add_"]; -"274 quantize_per_tensor_default_23" [id=274, type="quantize_per_tensor"]; -"275 dequantize_per_tensor_default_23" [id=275, type="dequantize_per_tensor"]; -"276 features_7_block_0_0_weight_bias" [id=276, type="get_attr"]; -"277 scale_updated_constant18" [id=277, type="get_attr"]; -"278 compressed_weight_updated_constant18" [id=278, type="get_attr"]; -"279 mul_tensor_18" [id=279, type=mul]; -"280 zero_point_updated_constant18" [id=280, type="get_attr"]; -"281 sub_tensor_18" [id=281, type=sub]; -"282 conv2d_26" [id=282, type=conv2d]; -"283 hardswish__7_scale_0" [id=283, type="get_attr"]; -"284 hardswish__7_zero_point_0" [id=284, type="get_attr"]; -"285 hardswish__7" [id=285, type="hardswish_"]; -"286 quantize_per_channel_default_25" [id=286, type="quantize_per_channel"]; -"287 dequantize_per_channel_default_25" [id=287, type="dequantize_per_channel"]; -"288 features_7_block_1_0_weight_bias" [id=288, type="get_attr"]; -"289 scale_updated_constant19" [id=289, type="get_attr"]; -"290 compressed_weight_updated_constant19" [id=290, type="get_attr"]; -"291 mul_tensor_19" [id=291, type=mul]; -"292 zero_point_updated_constant19" [id=292, type="get_attr"]; -"293 sub_tensor_19" [id=293, type=sub]; -"294 conv2d_27" [id=294, type=conv2d]; -"295 hardswish__8" [id=295, type="hardswish_"]; -"296 quantize_per_tensor_default_24" [id=296, type="quantize_per_tensor"]; -"297 dequantize_per_tensor_default_24" [id=297, type="dequantize_per_tensor"]; -"298 adaptive_avg_pool2d_4" [id=298, type="adaptive_avg_pool2d"]; -"299 conv2d_28" [id=299, type=conv2d]; -"300 relu_4" [id=300, type=relu]; -"301 conv2d_29" [id=301, type=conv2d]; -"302 hardsigmoid_4" [id=302, type=hardsigmoid]; -"303 quantize_per_tensor_default_25" [id=303, type="quantize_per_tensor"]; -"304 dequantize_per_tensor_default_25" [id=304, type="dequantize_per_tensor"]; -"305 mul_4" [id=305, type=mul]; -"306 quantize_per_tensor_default_26" [id=306, type="quantize_per_tensor"]; -"307 dequantize_per_tensor_default_26" [id=307, type="dequantize_per_tensor"]; -"308 features_7_block_3_0_weight_bias" [id=308, type="get_attr"]; -"309 scale_updated_constant20" [id=309, type="get_attr"]; -"310 compressed_weight_updated_constant20" [id=310, type="get_attr"]; -"311 mul_tensor_20" [id=311, type=mul]; -"312 zero_point_updated_constant20" [id=312, type="get_attr"]; -"313 sub_tensor_20" [id=313, type=sub]; -"314 conv2d_30" [id=314, type=conv2d]; -"315 quantize_per_tensor_default_27" [id=315, type="quantize_per_tensor"]; -"316 dequantize_per_tensor_default_27" [id=316, type="dequantize_per_tensor"]; -"317 features_8_block_0_0_weight_bias" [id=317, type="get_attr"]; -"318 scale_updated_constant21" [id=318, type="get_attr"]; -"319 compressed_weight_updated_constant21" [id=319, type="get_attr"]; -"320 mul_tensor_21" [id=320, type=mul]; -"321 zero_point_updated_constant21" [id=321, type="get_attr"]; -"322 sub_tensor_21" [id=322, type=sub]; -"323 conv2d_31" [id=323, type=conv2d]; -"324 hardswish__9_scale_0" [id=324, type="get_attr"]; -"325 hardswish__9_zero_point_0" [id=325, type="get_attr"]; -"326 hardswish__9" [id=326, type="hardswish_"]; -"327 quantize_per_channel_default_29" [id=327, type="quantize_per_channel"]; -"328 dequantize_per_channel_default_29" [id=328, type="dequantize_per_channel"]; -"329 features_8_block_1_0_weight_bias" [id=329, type="get_attr"]; -"330 scale_updated_constant22" [id=330, type="get_attr"]; -"331 compressed_weight_updated_constant22" [id=331, type="get_attr"]; -"332 mul_tensor_22" [id=332, type=mul]; -"333 zero_point_updated_constant22" [id=333, type="get_attr"]; -"334 sub_tensor_22" [id=334, type=sub]; -"335 conv2d_32" [id=335, type=conv2d]; -"336 hardswish__10" [id=336, type="hardswish_"]; -"337 quantize_per_tensor_default_28" [id=337, type="quantize_per_tensor"]; -"338 dequantize_per_tensor_default_28" [id=338, type="dequantize_per_tensor"]; -"339 adaptive_avg_pool2d_5" [id=339, type="adaptive_avg_pool2d"]; -"340 conv2d_33" [id=340, type=conv2d]; -"341 relu_5" [id=341, type=relu]; -"342 conv2d_34" [id=342, type=conv2d]; -"343 hardsigmoid_5" [id=343, type=hardsigmoid]; -"344 quantize_per_tensor_default_29" [id=344, type="quantize_per_tensor"]; -"345 dequantize_per_tensor_default_29" [id=345, type="dequantize_per_tensor"]; -"346 mul_5" [id=346, type=mul]; -"347 quantize_per_tensor_default_30" [id=347, type="quantize_per_tensor"]; -"348 dequantize_per_tensor_default_30" [id=348, type="dequantize_per_tensor"]; -"349 features_8_block_3_0_weight_bias" [id=349, type="get_attr"]; -"350 scale_updated_constant23" [id=350, type="get_attr"]; -"351 compressed_weight_updated_constant23" [id=351, type="get_attr"]; -"352 mul_tensor_23" [id=352, type=mul]; -"353 zero_point_updated_constant23" [id=353, type="get_attr"]; -"354 sub_tensor_23" [id=354, type=sub]; -"355 conv2d_35" [id=355, type=conv2d]; -"356 quantize_per_tensor_default_31" [id=356, type="quantize_per_tensor"]; -"357 dequantize_per_tensor_default_31" [id=357, type="dequantize_per_tensor"]; -"358 add__3" [id=358, type="add_"]; -"359 quantize_per_tensor_default_32" [id=359, type="quantize_per_tensor"]; -"360 dequantize_per_tensor_default_32" [id=360, type="dequantize_per_tensor"]; -"361 features_9_block_0_0_weight_bias" [id=361, type="get_attr"]; -"362 scale_updated_constant24" [id=362, type="get_attr"]; -"363 compressed_weight_updated_constant24" [id=363, type="get_attr"]; -"364 mul_tensor_24" [id=364, type=mul]; -"365 zero_point_updated_constant24" [id=365, type="get_attr"]; -"366 sub_tensor_24" [id=366, type=sub]; -"367 conv2d_36" [id=367, type=conv2d]; -"368 hardswish__11_scale_0" [id=368, type="get_attr"]; -"369 hardswish__11_zero_point_0" [id=369, type="get_attr"]; -"370 hardswish__11" [id=370, type="hardswish_"]; -"371 quantize_per_channel_default_33" [id=371, type="quantize_per_channel"]; -"372 dequantize_per_channel_default_33" [id=372, type="dequantize_per_channel"]; -"373 features_9_block_1_0_weight_bias" [id=373, type="get_attr"]; -"374 scale_updated_constant25" [id=374, type="get_attr"]; -"375 compressed_weight_updated_constant25" [id=375, type="get_attr"]; -"376 mul_tensor_25" [id=376, type=mul]; -"377 zero_point_updated_constant25" [id=377, type="get_attr"]; -"378 sub_tensor_25" [id=378, type=sub]; -"379 conv2d_37" [id=379, type=conv2d]; -"380 hardswish__12" [id=380, type="hardswish_"]; -"381 quantize_per_tensor_default_33" [id=381, type="quantize_per_tensor"]; -"382 dequantize_per_tensor_default_33" [id=382, type="dequantize_per_tensor"]; -"383 adaptive_avg_pool2d_6" [id=383, type="adaptive_avg_pool2d"]; 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zero_point_updated_constant35" [id=517, type="get_attr"]; -"518 sub_tensor_35" [id=518, type=sub]; -"519 linear_1" [id=519, type=linear]; -"520 output" [id=520, type=output]; -"0 features_1_block_1_fc1_weight" -> "64 conv2d_2" [style=solid, label="(8, 16, 1, 1)"]; -"1 features_1_block_1_fc1_bias" -> "64 conv2d_2" [style=solid, label="(8,)"]; -"2 features_1_block_1_fc2_weight" -> "66 conv2d_3" [style=solid, label="(16, 8, 1, 1)"]; -"3 features_1_block_1_fc2_bias" -> "66 conv2d_3" [style=solid, label="(16,)"]; -"4 features_4_block_2_fc1_weight" -> "170 conv2d_13" [style=solid, label="(24, 96, 1, 1)"]; -"5 features_4_block_2_fc1_bias" -> "170 conv2d_13" [style=solid, label="(24,)"]; -"6 features_4_block_2_fc2_weight" -> "172 conv2d_14" [style=solid, label="(96, 24, 1, 1)"]; -"7 features_4_block_2_fc2_bias" -> "172 conv2d_14" [style=solid, label="(96,)"]; -"8 features_5_block_2_fc1_weight" -> "211 conv2d_18" [style=solid, label="(64, 240, 1, 1)"]; -"9 features_5_block_2_fc1_bias" -> "211 conv2d_18" [style=solid, label="(64,)"]; -"10 features_5_block_2_fc2_weight" -> "213 conv2d_19" [style=solid, label="(240, 64, 1, 1)"]; -"11 features_5_block_2_fc2_bias" -> "213 conv2d_19" [style=solid, label="(240,)"]; -"12 features_6_block_2_fc1_weight" -> "255 conv2d_23" [style=solid, label="(64, 240, 1, 1)"]; -"13 features_6_block_2_fc1_bias" -> "255 conv2d_23" [style=solid, label="(64,)"]; -"14 features_6_block_2_fc2_weight" -> "257 conv2d_24" [style=solid, label="(240, 64, 1, 1)"]; -"15 features_6_block_2_fc2_bias" -> "257 conv2d_24" [style=solid, label="(240,)"]; -"16 features_7_block_2_fc1_weight" -> "299 conv2d_28" [style=solid, label="(32, 120, 1, 1)"]; -"17 features_7_block_2_fc1_bias" -> "299 conv2d_28" [style=solid, label="(32,)"]; -"18 features_7_block_2_fc2_weight" -> "301 conv2d_29" [style=solid, label="(120, 32, 1, 1)"]; -"19 features_7_block_2_fc2_bias" -> "301 conv2d_29" [style=solid, label="(120,)"]; -"20 features_8_block_2_fc1_weight" -> "340 conv2d_33" [style=solid, label="(40, 144, 1, 1)"]; -"21 features_8_block_2_fc1_bias" -> "340 conv2d_33" [style=solid, label="(40,)"]; -"22 features_8_block_2_fc2_weight" -> "342 conv2d_34" [style=solid, label="(144, 40, 1, 1)"]; -"23 features_8_block_2_fc2_bias" -> "342 conv2d_34" [style=solid, label="(144,)"]; -"24 features_9_block_2_fc1_weight" -> "384 conv2d_38" [style=solid, label="(72, 288, 1, 1)"]; -"25 features_9_block_2_fc1_bias" -> "384 conv2d_38" [style=solid, label="(72,)"]; -"26 features_9_block_2_fc2_weight" -> "386 conv2d_39" [style=solid, label="(288, 72, 1, 1)"]; -"27 features_9_block_2_fc2_bias" -> "386 conv2d_39" [style=solid, label="(288,)"]; -"28 features_10_block_2_fc1_weight" -> "425 conv2d_43" [style=solid, label="(144, 576, 1, 1)"]; -"29 features_10_block_2_fc1_bias" -> "425 conv2d_43" [style=solid, label="(144,)"]; -"30 features_10_block_2_fc2_weight" -> "427 conv2d_44" [style=solid, label="(576, 144, 1, 1)"]; -"31 features_10_block_2_fc2_bias" -> "427 conv2d_44" [style=solid, label="(576,)"]; -"32 features_11_block_2_fc1_weight" -> "469 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; -"33 features_11_block_2_fc1_bias" -> "469 conv2d_48" [style=solid, label="(144,)"]; -"34 features_11_block_2_fc2_weight" -> "471 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; -"35 features_11_block_2_fc2_bias" -> "471 conv2d_49" [style=solid, label="(576,)"]; -"36 classifier_0_bias" -> "509 linear" [style=solid, label="(1024,)"]; -"37 classifier_3_bias" -> "519 linear_1" [style=solid, label="(1000,)"]; +"62 dequantize_per_tensor_default_51" [id=62, type="dequantize_per_tensor"]; +"63 dequantize_per_tensor_default_50" [id=63, type="dequantize_per_tensor"]; +"64 adaptive_avg_pool2d" [id=64, type="adaptive_avg_pool2d"]; +"65 conv2d_2" [id=65, type=conv2d]; +"66 relu" [id=66, type=relu]; +"67 conv2d_3" [id=67, type=conv2d]; +"68 hardsigmoid" [id=68, type=hardsigmoid]; +"69 quantize_per_tensor_default_2" [id=69, type="quantize_per_tensor"]; +"70 dequantize_per_tensor_default_2" [id=70, type="dequantize_per_tensor"]; +"71 mul" [id=71, type=mul]; +"72 quantize_per_tensor_default_3" [id=72, type="quantize_per_tensor"]; +"73 dequantize_per_tensor_default_3" [id=73, type="dequantize_per_tensor"]; +"74 features_1_block_2_0_weight_bias" [id=74, type="get_attr"]; +"75 scale_updated_constant2" [id=75, type="get_attr"]; +"76 compressed_weight_updated_constant2" [id=76, type="get_attr"]; +"77 mul_tensor_2" [id=77, type=mul]; +"78 zero_point_updated_constant2" [id=78, type="get_attr"]; +"79 sub_tensor_2" [id=79, type=sub]; +"80 conv2d_4" [id=80, type=conv2d]; +"81 quantize_per_tensor_default_4" [id=81, type="quantize_per_tensor"]; +"82 dequantize_per_tensor_default_4" [id=82, type="dequantize_per_tensor"]; +"83 features_2_block_0_0_weight_bias" [id=83, type="get_attr"]; +"84 scale_updated_constant3" [id=84, type="get_attr"]; +"85 compressed_weight_updated_constant3" [id=85, type="get_attr"]; +"86 mul_tensor_3" [id=86, type=mul]; +"87 zero_point_updated_constant3" [id=87, type="get_attr"]; +"88 sub_tensor_3" [id=88, type=sub]; +"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 scale_updated_constant4" [id=96, type="get_attr"]; +"97 compressed_weight_updated_constant4" [id=97, type="get_attr"]; +"98 mul_tensor_4" [id=98, type=mul]; +"99 zero_point_updated_constant4" [id=99, type="get_attr"]; +"100 sub_tensor_4" [id=100, type=sub]; +"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_5" [id=104, type="dequantize_per_tensor"]; +"105 features_2_block_2_0_weight_bias" [id=105, type="get_attr"]; +"106 scale_updated_constant5" [id=106, type="get_attr"]; +"107 compressed_weight_updated_constant5" [id=107, type="get_attr"]; +"108 mul_tensor_5" [id=108, type=mul]; +"109 zero_point_updated_constant5" [id=109, type="get_attr"]; +"110 sub_tensor_5" [id=110, type=sub]; +"111 conv2d_7" [id=111, type=conv2d]; +"112 quantize_per_tensor_default_6" [id=112, type="quantize_per_tensor"]; +"113 dequantize_per_tensor_default_53" [id=113, type="dequantize_per_tensor"]; +"114 dequantize_per_tensor_default_52" [id=114, type="dequantize_per_tensor"]; +"115 features_3_block_0_0_weight_bias" [id=115, type="get_attr"]; +"116 scale_updated_constant6" [id=116, type="get_attr"]; +"117 compressed_weight_updated_constant6" [id=117, type="get_attr"]; +"118 mul_tensor_6" [id=118, type=mul]; +"119 zero_point_updated_constant6" [id=119, type="get_attr"]; +"120 sub_tensor_6" [id=120, type=sub]; +"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 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_7" [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_8" [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_9" [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_55" [id=170, type="dequantize_per_tensor"]; +"171 dequantize_per_tensor_default_54" [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_11" [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_12" [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_57" [id=190, type="dequantize_per_tensor"]; +"191 dequantize_per_tensor_default_56" [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" 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quantize_per_tensor_default_16" [id=223, type="quantize_per_tensor"]; +"224 dequantize_per_tensor_default_16" [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_17" [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_61" [id=236, type="dequantize_per_tensor"]; +"237 dequantize_per_tensor_default_60" [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_63" [id=259, type="dequantize_per_tensor"]; +"260 dequantize_per_tensor_default_62" [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_20" [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_21" [id=270, type="dequantize_per_tensor"]; +"271 features_6_block_3_0_weight_bias" 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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_65" [id=304, type="dequantize_per_tensor"]; +"305 dequantize_per_tensor_default_64" [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_25" [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_26" [id=315, type="dequantize_per_tensor"]; +"316 features_7_block_3_0_weight_bias" [id=316, type="get_attr"]; +"317 scale_updated_constant20" [id=317, type="get_attr"]; +"318 compressed_weight_updated_constant20" [id=318, type="get_attr"]; +"319 mul_tensor_20" [id=319, type=mul]; +"320 zero_point_updated_constant20" [id=320, type="get_attr"]; +"321 sub_tensor_20" [id=321, type=sub]; +"322 conv2d_30" [id=322, type=conv2d]; +"323 quantize_per_tensor_default_27" [id=323, type="quantize_per_tensor"]; +"324 dequantize_per_tensor_default_67" [id=324, type="dequantize_per_tensor"]; +"325 dequantize_per_tensor_default_66" [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_69" [id=347, type="dequantize_per_tensor"]; +"348 dequantize_per_tensor_default_68" [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_29" [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_30" [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_31" [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_32" [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_71" [id=392, type="dequantize_per_tensor"]; +"393 dequantize_per_tensor_default_70" [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_34" [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_35" [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_73" [id=412, type="dequantize_per_tensor"]; +"413 dequantize_per_tensor_default_72" [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_75" [id=435, type="dequantize_per_tensor"]; +"436 dequantize_per_tensor_default_74" [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_38" [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_39" [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_40" [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_77" [id=458, type="dequantize_per_tensor"]; +"459 dequantize_per_tensor_default_76" [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_79" [id=481, type="dequantize_per_tensor"]; +"482 dequantize_per_tensor_default_78" [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_43" [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_44" [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_45" [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_46" [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_47" [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_48" [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_49" [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" [style=solid, label="(8, 16, 1, 1)"]; +"1 features_1_block_1_fc1_bias" -> "65 conv2d_2" [style=solid, label="(8,)"]; +"2 features_1_block_1_fc2_weight" -> "67 conv2d_3" [style=solid, label="(16, 8, 1, 1)"]; +"3 features_1_block_1_fc2_bias" -> "67 conv2d_3" [style=solid, label="(16,)"]; +"4 features_4_block_2_fc1_weight" -> "173 conv2d_13" [style=solid, label="(24, 96, 1, 1)"]; +"5 features_4_block_2_fc1_bias" -> "173 conv2d_13" [style=solid, label="(24,)"]; +"6 features_4_block_2_fc2_weight" -> "175 conv2d_14" [style=solid, label="(96, 24, 1, 1)"]; +"7 features_4_block_2_fc2_bias" -> "175 conv2d_14" [style=solid, label="(96,)"]; +"8 features_5_block_2_fc1_weight" -> "216 conv2d_18" [style=solid, label="(64, 240, 1, 1)"]; +"9 features_5_block_2_fc1_bias" -> "216 conv2d_18" [style=solid, label="(64,)"]; +"10 features_5_block_2_fc2_weight" -> "218 conv2d_19" [style=solid, label="(240, 64, 1, 1)"]; +"11 features_5_block_2_fc2_bias" -> "218 conv2d_19" [style=solid, label="(240,)"]; +"12 features_6_block_2_fc1_weight" -> "262 conv2d_23" [style=solid, label="(64, 240, 1, 1)"]; +"13 features_6_block_2_fc1_bias" -> "262 conv2d_23" [style=solid, label="(64,)"]; +"14 features_6_block_2_fc2_weight" -> "264 conv2d_24" [style=solid, label="(240, 64, 1, 1)"]; +"15 features_6_block_2_fc2_bias" -> "264 conv2d_24" [style=solid, label="(240,)"]; +"16 features_7_block_2_fc1_weight" -> "307 conv2d_28" [style=solid, label="(32, 120, 1, 1)"]; +"17 features_7_block_2_fc1_bias" -> "307 conv2d_28" [style=solid, label="(32,)"]; +"18 features_7_block_2_fc2_weight" -> "309 conv2d_29" [style=solid, label="(120, 32, 1, 1)"]; +"19 features_7_block_2_fc2_bias" -> "309 conv2d_29" [style=solid, label="(120,)"]; +"20 features_8_block_2_fc1_weight" -> "350 conv2d_33" [style=solid, label="(40, 144, 1, 1)"]; +"21 features_8_block_2_fc1_bias" -> "350 conv2d_33" [style=solid, label="(40,)"]; +"22 features_8_block_2_fc2_weight" -> "352 conv2d_34" [style=solid, label="(144, 40, 1, 1)"]; +"23 features_8_block_2_fc2_bias" -> "352 conv2d_34" [style=solid, label="(144,)"]; +"24 features_9_block_2_fc1_weight" -> "395 conv2d_38" [style=solid, label="(72, 288, 1, 1)"]; +"25 features_9_block_2_fc1_bias" -> "395 conv2d_38" [style=solid, label="(72,)"]; +"26 features_9_block_2_fc2_weight" -> "397 conv2d_39" [style=solid, label="(288, 72, 1, 1)"]; +"27 features_9_block_2_fc2_bias" -> "397 conv2d_39" [style=solid, label="(288,)"]; +"28 features_10_block_2_fc1_weight" -> "438 conv2d_43" [style=solid, label="(144, 576, 1, 1)"]; +"29 features_10_block_2_fc1_bias" -> "438 conv2d_43" [style=solid, label="(144,)"]; +"30 features_10_block_2_fc2_weight" -> "440 conv2d_44" [style=solid, label="(576, 144, 1, 1)"]; +"31 features_10_block_2_fc2_bias" -> "440 conv2d_44" [style=solid, label="(576,)"]; +"32 features_11_block_2_fc1_weight" -> "484 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; +"33 features_11_block_2_fc1_bias" -> "484 conv2d_48" [style=solid, label="(144,)"]; +"34 features_11_block_2_fc2_weight" -> "486 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; +"35 features_11_block_2_fc2_bias" -> "486 conv2d_49" [style=solid, label="(576,)"]; +"36 classifier_0_bias" -> "524 linear" [style=solid, label="(1024,)"]; +"37 classifier_3_bias" -> "534 linear_1" [style=solid, label="(1000,)"]; "38 x" -> "39 quantize_per_tensor_default" [style=solid, label="(1, 3, 224, 224)"]; "39 quantize_per_tensor_default" -> "40 dequantize_per_tensor_default" [style=solid, label="(1, 3, 224, 224)"]; "40 dequantize_per_tensor_default" -> "47 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -583,498 +598,513 @@ strict digraph { "58 sub_tensor_1" -> "59 conv2d_1" [style=solid, label="(16, 1, 3, 3)"]; "59 conv2d_1" -> "60 relu_" [style=solid, label="(1, 16, 56, 56)"]; "60 relu_" -> "61 quantize_per_tensor_default_1" [style=solid, label="(1, 16, 56, 56)"]; -"61 quantize_per_tensor_default_1" -> "62 dequantize_per_tensor_default_1" [style=solid, label="(1, 16, 56, 56)"]; -"62 dequantize_per_tensor_default_1" -> "63 adaptive_avg_pool2d" [style=solid, label="(1, 16, 56, 56)"]; -"62 dequantize_per_tensor_default_1" -> "70 mul" [style=solid, label="(1, 16, 56, 56)"]; -"63 adaptive_avg_pool2d" -> "64 conv2d_2" [style=solid, label="(1, 16, 1, 1)"]; -"64 conv2d_2" -> "65 relu" [style=solid, label="(1, 8, 1, 1)"]; -"65 relu" -> "66 conv2d_3" [style=solid, label="(1, 8, 1, 1)"]; -"66 conv2d_3" -> "67 hardsigmoid" [style=solid, label="(1, 16, 1, 1)"]; -"67 hardsigmoid" -> "68 quantize_per_tensor_default_2" [style=solid, label="(1, 16, 1, 1)"]; -"68 quantize_per_tensor_default_2" -> "69 dequantize_per_tensor_default_2" [style=solid, label="(1, 16, 1, 1)"]; -"69 dequantize_per_tensor_default_2" -> "70 mul" [style=solid, label="(1, 16, 1, 1)"]; -"70 mul" -> "71 quantize_per_tensor_default_3" [style=solid, label="(1, 16, 56, 56)"]; -"71 quantize_per_tensor_default_3" -> "72 dequantize_per_tensor_default_3" [style=solid, label="(1, 16, 56, 56)"]; -"72 dequantize_per_tensor_default_3" -> "79 conv2d_4" [style=solid, label="(1, 16, 56, 56)"]; -"73 features_1_block_2_0_weight_bias" -> "79 conv2d_4" [style=solid, label="(16,)"]; -"74 scale_updated_constant2" -> "76 mul_tensor_2" [style=solid, label="(16, 1, 1, 1)"]; -"75 compressed_weight_updated_constant2" -> "76 mul_tensor_2" [style=solid, label="(16, 16, 1, 1)"]; -"76 mul_tensor_2" -> "78 sub_tensor_2" [style=solid, label="(16, 16, 1, 1)"]; -"77 zero_point_updated_constant2" -> "78 sub_tensor_2" [style=solid, label="(16, 1, 1, 1)"]; -"78 sub_tensor_2" -> "79 conv2d_4" [style=solid, label="(16, 16, 1, 1)"]; -"79 conv2d_4" -> "80 quantize_per_tensor_default_4" [style=solid, label="(1, 16, 56, 56)"]; -"80 quantize_per_tensor_default_4" -> "81 dequantize_per_tensor_default_4" [style=solid, label="(1, 16, 56, 56)"]; -"81 dequantize_per_tensor_default_4" -> "88 conv2d_5" [style=solid, label="(1, 16, 56, 56)"]; -"82 features_2_block_0_0_weight_bias" -> "88 conv2d_5" [style=solid, label="(72,)"]; -"83 scale_updated_constant3" -> "85 mul_tensor_3" [style=solid, label="(72, 1, 1, 1)"]; -"84 compressed_weight_updated_constant3" -> "85 mul_tensor_3" [style=solid, label="(72, 16, 1, 1)"]; -"85 mul_tensor_3" -> "87 sub_tensor_3" [style=solid, label="(72, 16, 1, 1)"]; -"86 zero_point_updated_constant3" -> "87 sub_tensor_3" [style=solid, label="(72, 1, 1, 1)"]; -"87 sub_tensor_3" -> "88 conv2d_5" [style=solid, label="(72, 16, 1, 1)"]; -"88 conv2d_5" -> "91 relu__1" [style=solid, label="(1, 72, 56, 56)"]; -"89 relu__1_scale_0" -> "92 quantize_per_channel_default_5" [style=solid, label="(72,)"]; -"89 relu__1_scale_0" -> "93 dequantize_per_channel_default_5" [style=solid, label="(72,)"]; -"90 relu__1_zero_point_0" -> "92 quantize_per_channel_default_5" [style=solid, label="(72,)"]; -"90 relu__1_zero_point_0" -> "93 dequantize_per_channel_default_5" [style=solid, label="(72,)"]; -"91 relu__1" -> "92 quantize_per_channel_default_5" [style=solid, label="(1, 72, 56, 56)"]; -"92 quantize_per_channel_default_5" -> "93 dequantize_per_channel_default_5" [style=solid, label="(1, 72, 56, 56)"]; -"93 dequantize_per_channel_default_5" -> "100 conv2d_6" [style=solid, label="(1, 72, 56, 56)"]; -"94 features_2_block_1_0_weight_bias" -> "100 conv2d_6" [style=solid, label="(72,)"]; -"95 scale_updated_constant4" -> "97 mul_tensor_4" [style=solid, label="(72, 1, 1, 1)"]; -"96 compressed_weight_updated_constant4" -> "97 mul_tensor_4" [style=solid, label="(72, 1, 3, 3)"]; -"97 mul_tensor_4" -> "99 sub_tensor_4" [style=solid, label="(72, 1, 3, 3)"]; -"98 zero_point_updated_constant4" -> "99 sub_tensor_4" [style=solid, label="(72, 1, 1, 1)"]; -"99 sub_tensor_4" -> "100 conv2d_6" [style=solid, label="(72, 1, 3, 3)"]; -"100 conv2d_6" -> "101 relu__2" [style=solid, label="(1, 72, 28, 28)"]; -"101 relu__2" -> "102 quantize_per_tensor_default_5" [style=solid, label="(1, 72, 28, 28)"]; -"102 quantize_per_tensor_default_5" -> "103 dequantize_per_tensor_default_5" [style=solid, label="(1, 72, 28, 28)"]; -"103 dequantize_per_tensor_default_5" -> "110 conv2d_7" [style=solid, label="(1, 72, 28, 28)"]; -"104 features_2_block_2_0_weight_bias" -> "110 conv2d_7" [style=solid, label="(24,)"]; -"105 scale_updated_constant5" -> "107 mul_tensor_5" [style=solid, label="(24, 1, 1, 1)"]; -"106 compressed_weight_updated_constant5" -> "107 mul_tensor_5" [style=solid, label="(24, 72, 1, 1)"]; -"107 mul_tensor_5" -> "109 sub_tensor_5" [style=solid, label="(24, 72, 1, 1)"]; -"108 zero_point_updated_constant5" -> "109 sub_tensor_5" [style=solid, label="(24, 1, 1, 1)"]; -"109 sub_tensor_5" -> "110 conv2d_7" [style=solid, label="(24, 72, 1, 1)"]; -"110 conv2d_7" -> "111 quantize_per_tensor_default_6" [style=solid, label="(1, 24, 28, 28)"]; -"111 quantize_per_tensor_default_6" -> "112 dequantize_per_tensor_default_6" [style=solid, label="(1, 24, 28, 28)"]; -"112 dequantize_per_tensor_default_6" -> "119 conv2d_8" [style=solid, label="(1, 24, 28, 28)"]; -"112 dequantize_per_tensor_default_6" -> "144 add_" [style=solid, label="(1, 24, 28, 28)"]; -"113 features_3_block_0_0_weight_bias" -> "119 conv2d_8" [style=solid, label="(88,)"]; -"114 scale_updated_constant6" -> "116 mul_tensor_6" [style=solid, label="(88, 1, 1, 1)"]; -"115 compressed_weight_updated_constant6" -> "116 mul_tensor_6" [style=solid, label="(88, 24, 1, 1)"]; -"116 mul_tensor_6" -> "118 sub_tensor_6" [style=solid, label="(88, 24, 1, 1)"]; -"117 zero_point_updated_constant6" -> "118 sub_tensor_6" [style=solid, label="(88, 1, 1, 1)"]; -"118 sub_tensor_6" -> "119 conv2d_8" [style=solid, label="(88, 24, 1, 1)"]; -"119 conv2d_8" -> "122 relu__3" [style=solid, label="(1, 88, 28, 28)"]; -"120 relu__3_scale_0" -> "123 quantize_per_channel_default_9" [style=solid, label="(88,)"]; -"120 relu__3_scale_0" -> "124 dequantize_per_channel_default_9" [style=solid, label="(88,)"]; -"121 relu__3_zero_point_0" -> "123 quantize_per_channel_default_9" [style=solid, label="(88,)"]; -"121 relu__3_zero_point_0" -> "124 dequantize_per_channel_default_9" [style=solid, label="(88,)"]; -"122 relu__3" -> "123 quantize_per_channel_default_9" [style=solid, label="(1, 88, 28, 28)"]; -"123 quantize_per_channel_default_9" -> "124 dequantize_per_channel_default_9" [style=solid, label="(1, 88, 28, 28)"]; -"124 dequantize_per_channel_default_9" -> "131 conv2d_9" [style=solid, label="(1, 88, 28, 28)"]; -"125 features_3_block_1_0_weight_bias" -> "131 conv2d_9" [style=solid, label="(88,)"]; -"126 scale_updated_constant7" -> "128 mul_tensor_7" [style=solid, label="(88, 1, 1, 1)"]; -"127 compressed_weight_updated_constant7" -> "128 mul_tensor_7" [style=solid, label="(88, 1, 3, 3)"]; -"128 mul_tensor_7" -> "130 sub_tensor_7" [style=solid, label="(88, 1, 3, 3)"]; -"129 zero_point_updated_constant7" -> "130 sub_tensor_7" [style=solid, label="(88, 1, 1, 1)"]; -"130 sub_tensor_7" -> "131 conv2d_9" [style=solid, label="(88, 1, 3, 3)"]; -"131 conv2d_9" -> "132 relu__4" [style=solid, label="(1, 88, 28, 28)"]; -"132 relu__4" -> "133 quantize_per_tensor_default_7" [style=solid, label="(1, 88, 28, 28)"]; -"133 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+"384 scale_updated_constant25" -> "386 mul_tensor_25" [style=solid, label="(288, 1, 1, 1)"]; +"385 compressed_weight_updated_constant25" -> "386 mul_tensor_25" [style=solid, label="(288, 1, 5, 5)"]; +"386 mul_tensor_25" -> "388 sub_tensor_25" [style=solid, label="(288, 1, 5, 5)"]; +"387 zero_point_updated_constant25" -> "388 sub_tensor_25" [style=solid, label="(288, 1, 1, 1)"]; +"388 sub_tensor_25" -> "389 conv2d_37" [style=solid, label="(288, 1, 5, 5)"]; +"389 conv2d_37" -> "390 hardswish__12" [style=solid, label="(1, 288, 7, 7)"]; +"390 hardswish__12" -> "391 quantize_per_tensor_default_33" [style=solid, label="(1, 288, 7, 7)"]; +"391 quantize_per_tensor_default_33" -> "392 dequantize_per_tensor_default_71" [style=solid, label="(1, 288, 7, 7)"]; +"391 quantize_per_tensor_default_33" -> "393 dequantize_per_tensor_default_70" [style=solid, label="(1, 288, 7, 7)"]; +"392 dequantize_per_tensor_default_71" -> "401 mul_6" [style=solid, label="(1, 288, 7, 7)"]; +"393 dequantize_per_tensor_default_70" -> "394 adaptive_avg_pool2d_6" [style=solid, label="(1, 288, 7, 7)"]; +"394 adaptive_avg_pool2d_6" -> "395 conv2d_38" [style=solid, label="(1, 288, 1, 1)"]; +"395 conv2d_38" -> "396 relu_6" [style=solid, label="(1, 72, 1, 1)"]; +"396 relu_6" -> "397 conv2d_39" [style=solid, label="(1, 72, 1, 1)"]; +"397 conv2d_39" -> "398 hardsigmoid_6" [style=solid, label="(1, 288, 1, 1)"]; +"398 hardsigmoid_6" -> "399 quantize_per_tensor_default_34" [style=solid, label="(1, 288, 1, 1)"]; +"399 quantize_per_tensor_default_34" -> "400 dequantize_per_tensor_default_34" [style=solid, label="(1, 288, 1, 1)"]; +"400 dequantize_per_tensor_default_34" -> "401 mul_6" [style=solid, label="(1, 288, 1, 1)"]; +"401 mul_6" -> "402 quantize_per_tensor_default_35" [style=solid, label="(1, 288, 7, 7)"]; +"402 quantize_per_tensor_default_35" -> "403 dequantize_per_tensor_default_35" [style=solid, label="(1, 288, 7, 7)"]; +"403 dequantize_per_tensor_default_35" -> "410 conv2d_40" [style=solid, label="(1, 288, 7, 7)"]; +"404 features_9_block_3_0_weight_bias" -> "410 conv2d_40" [style=solid, label="(96,)"]; +"405 scale_updated_constant26" -> "407 mul_tensor_26" [style=solid, label="(96, 1, 1, 1)"]; +"406 compressed_weight_updated_constant26" -> "407 mul_tensor_26" [style=solid, label="(96, 288, 1, 1)"]; +"407 mul_tensor_26" -> "409 sub_tensor_26" [style=solid, label="(96, 288, 1, 1)"]; +"408 zero_point_updated_constant26" -> "409 sub_tensor_26" [style=solid, label="(96, 1, 1, 1)"]; +"409 sub_tensor_26" -> "410 conv2d_40" [style=solid, label="(96, 288, 1, 1)"]; +"410 conv2d_40" -> "411 quantize_per_tensor_default_36" [style=solid, label="(1, 96, 7, 7)"]; +"411 quantize_per_tensor_default_36" -> "412 dequantize_per_tensor_default_73" [style=solid, label="(1, 96, 7, 7)"]; +"411 quantize_per_tensor_default_36" -> "413 dequantize_per_tensor_default_72" [style=solid, label="(1, 96, 7, 7)"]; +"412 dequantize_per_tensor_default_73" -> "420 conv2d_41" [style=solid, label="(1, 96, 7, 7)"]; +"413 dequantize_per_tensor_default_72" -> "456 add__4" [style=solid, label="(1, 96, 7, 7)"]; +"414 features_10_block_0_0_weight_bias" -> "420 conv2d_41" [style=solid, label="(576,)"]; +"415 scale_updated_constant27" -> "417 mul_tensor_27" [style=solid, label="(576, 1, 1, 1)"]; +"416 compressed_weight_updated_constant27" -> "417 mul_tensor_27" [style=solid, label="(576, 96, 1, 1)"]; +"417 mul_tensor_27" -> "419 sub_tensor_27" [style=solid, label="(576, 96, 1, 1)"]; +"418 zero_point_updated_constant27" -> "419 sub_tensor_27" [style=solid, label="(576, 1, 1, 1)"]; +"419 sub_tensor_27" -> "420 conv2d_41" [style=solid, label="(576, 96, 1, 1)"]; +"420 conv2d_41" -> "423 hardswish__13" [style=solid, label="(1, 576, 7, 7)"]; +"421 hardswish__13_scale_0" -> "424 quantize_per_channel_default_37" [style=solid, label="(576,)"]; +"421 hardswish__13_scale_0" -> "425 dequantize_per_channel_default_37" [style=solid, label="(576,)"]; +"422 hardswish__13_zero_point_0" -> "424 quantize_per_channel_default_37" [style=solid, label="(576,)"]; +"422 hardswish__13_zero_point_0" -> "425 dequantize_per_channel_default_37" [style=solid, label="(576,)"]; +"423 hardswish__13" -> "424 quantize_per_channel_default_37" [style=solid, label="(1, 576, 7, 7)"]; +"424 quantize_per_channel_default_37" -> "425 dequantize_per_channel_default_37" [style=solid, label="(1, 576, 7, 7)"]; +"425 dequantize_per_channel_default_37" -> "432 conv2d_42" [style=solid, label="(1, 576, 7, 7)"]; +"426 features_10_block_1_0_weight_bias" -> "432 conv2d_42" [style=solid, label="(576,)"]; +"427 scale_updated_constant28" -> "429 mul_tensor_28" [style=solid, label="(576, 1, 1, 1)"]; +"428 compressed_weight_updated_constant28" -> "429 mul_tensor_28" [style=solid, label="(576, 1, 5, 5)"]; +"429 mul_tensor_28" -> "431 sub_tensor_28" [style=solid, label="(576, 1, 5, 5)"]; +"430 zero_point_updated_constant28" -> "431 sub_tensor_28" [style=solid, label="(576, 1, 1, 1)"]; +"431 sub_tensor_28" -> "432 conv2d_42" [style=solid, label="(576, 1, 5, 5)"]; +"432 conv2d_42" -> "433 hardswish__14" [style=solid, label="(1, 576, 7, 7)"]; +"433 hardswish__14" -> "434 quantize_per_tensor_default_37" [style=solid, label="(1, 576, 7, 7)"]; +"434 quantize_per_tensor_default_37" -> "435 dequantize_per_tensor_default_75" [style=solid, label="(1, 576, 7, 7)"]; +"434 quantize_per_tensor_default_37" -> "436 dequantize_per_tensor_default_74" [style=solid, label="(1, 576, 7, 7)"]; +"435 dequantize_per_tensor_default_75" -> "444 mul_7" [style=solid, label="(1, 576, 7, 7)"]; +"436 dequantize_per_tensor_default_74" -> "437 adaptive_avg_pool2d_7" [style=solid, label="(1, 576, 7, 7)"]; +"437 adaptive_avg_pool2d_7" -> "438 conv2d_43" [style=solid, label="(1, 576, 1, 1)"]; +"438 conv2d_43" -> "439 relu_7" [style=solid, label="(1, 144, 1, 1)"]; +"439 relu_7" -> "440 conv2d_44" [style=solid, label="(1, 144, 1, 1)"]; +"440 conv2d_44" -> "441 hardsigmoid_7" [style=solid, label="(1, 576, 1, 1)"]; +"441 hardsigmoid_7" -> "442 quantize_per_tensor_default_38" [style=solid, label="(1, 576, 1, 1)"]; +"442 quantize_per_tensor_default_38" -> "443 dequantize_per_tensor_default_38" [style=solid, label="(1, 576, 1, 1)"]; +"443 dequantize_per_tensor_default_38" -> "444 mul_7" [style=solid, label="(1, 576, 1, 1)"]; +"444 mul_7" -> "445 quantize_per_tensor_default_39" [style=solid, label="(1, 576, 7, 7)"]; +"445 quantize_per_tensor_default_39" -> "446 dequantize_per_tensor_default_39" [style=solid, label="(1, 576, 7, 7)"]; +"446 dequantize_per_tensor_default_39" -> "453 conv2d_45" [style=solid, label="(1, 576, 7, 7)"]; +"447 features_10_block_3_0_weight_bias" -> "453 conv2d_45" [style=solid, label="(96,)"]; +"448 scale_updated_constant29" -> "450 mul_tensor_29" [style=solid, label="(96, 1, 1, 1)"]; +"449 compressed_weight_updated_constant29" -> "450 mul_tensor_29" [style=solid, label="(96, 576, 1, 1)"]; +"450 mul_tensor_29" -> "452 sub_tensor_29" [style=solid, label="(96, 576, 1, 1)"]; +"451 zero_point_updated_constant29" -> "452 sub_tensor_29" [style=solid, label="(96, 1, 1, 1)"]; +"452 sub_tensor_29" -> "453 conv2d_45" [style=solid, label="(96, 576, 1, 1)"]; +"453 conv2d_45" -> "454 quantize_per_tensor_default_40" [style=solid, label="(1, 96, 7, 7)"]; +"454 quantize_per_tensor_default_40" -> "455 dequantize_per_tensor_default_40" [style=solid, label="(1, 96, 7, 7)"]; +"455 dequantize_per_tensor_default_40" -> "456 add__4" [style=solid, label="(1, 96, 7, 7)"]; +"456 add__4" -> "457 quantize_per_tensor_default_41" [style=solid, label="(1, 96, 7, 7)"]; +"457 quantize_per_tensor_default_41" -> "458 dequantize_per_tensor_default_77" [style=solid, label="(1, 96, 7, 7)"]; +"457 quantize_per_tensor_default_41" -> "459 dequantize_per_tensor_default_76" [style=solid, label="(1, 96, 7, 7)"]; +"458 dequantize_per_tensor_default_77" -> "466 conv2d_46" [style=solid, label="(1, 96, 7, 7)"]; +"459 dequantize_per_tensor_default_76" -> "502 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"460 features_11_block_0_0_weight_bias" -> "466 conv2d_46" [style=solid, label="(576,)"]; +"461 scale_updated_constant30" -> "463 mul_tensor_30" [style=solid, label="(576, 1, 1, 1)"]; +"462 compressed_weight_updated_constant30" -> "463 mul_tensor_30" [style=solid, label="(576, 96, 1, 1)"]; +"463 mul_tensor_30" -> "465 sub_tensor_30" [style=solid, label="(576, 96, 1, 1)"]; +"464 zero_point_updated_constant30" -> "465 sub_tensor_30" [style=solid, label="(576, 1, 1, 1)"]; +"465 sub_tensor_30" -> "466 conv2d_46" [style=solid, label="(576, 96, 1, 1)"]; +"466 conv2d_46" -> "469 hardswish__15" [style=solid, label="(1, 576, 7, 7)"]; +"467 hardswish__15_scale_0" -> "470 quantize_per_channel_default_41" [style=solid, label="(576,)"]; +"467 hardswish__15_scale_0" -> "471 dequantize_per_channel_default_41" [style=solid, label="(576,)"]; +"468 hardswish__15_zero_point_0" -> "470 quantize_per_channel_default_41" [style=solid, label="(576,)"]; +"468 hardswish__15_zero_point_0" -> "471 dequantize_per_channel_default_41" [style=solid, label="(576,)"]; +"469 hardswish__15" -> "470 quantize_per_channel_default_41" [style=solid, label="(1, 576, 7, 7)"]; +"470 quantize_per_channel_default_41" -> "471 dequantize_per_channel_default_41" [style=solid, label="(1, 576, 7, 7)"]; +"471 dequantize_per_channel_default_41" -> "478 conv2d_47" [style=solid, label="(1, 576, 7, 7)"]; +"472 features_11_block_1_0_weight_bias" -> "478 conv2d_47" [style=solid, label="(576,)"]; +"473 scale_updated_constant31" -> "475 mul_tensor_31" [style=solid, label="(576, 1, 1, 1)"]; +"474 compressed_weight_updated_constant31" -> "475 mul_tensor_31" [style=solid, label="(576, 1, 5, 5)"]; +"475 mul_tensor_31" -> "477 sub_tensor_31" [style=solid, label="(576, 1, 5, 5)"]; +"476 zero_point_updated_constant31" -> "477 sub_tensor_31" [style=solid, label="(576, 1, 1, 1)"]; +"477 sub_tensor_31" -> "478 conv2d_47" [style=solid, label="(576, 1, 5, 5)"]; +"478 conv2d_47" -> "479 hardswish__16" [style=solid, label="(1, 576, 7, 7)"]; +"479 hardswish__16" -> "480 quantize_per_tensor_default_42" [style=solid, label="(1, 576, 7, 7)"]; +"480 quantize_per_tensor_default_42" -> "481 dequantize_per_tensor_default_79" [style=solid, label="(1, 576, 7, 7)"]; +"480 quantize_per_tensor_default_42" -> "482 dequantize_per_tensor_default_78" [style=solid, label="(1, 576, 7, 7)"]; +"481 dequantize_per_tensor_default_79" -> "490 mul_8" [style=solid, label="(1, 576, 7, 7)"]; +"482 dequantize_per_tensor_default_78" -> "483 adaptive_avg_pool2d_8" [style=solid, label="(1, 576, 7, 7)"]; +"483 adaptive_avg_pool2d_8" -> "484 conv2d_48" [style=solid, label="(1, 576, 1, 1)"]; +"484 conv2d_48" -> "485 relu_8" [style=solid, label="(1, 144, 1, 1)"]; +"485 relu_8" -> "486 conv2d_49" [style=solid, label="(1, 144, 1, 1)"]; +"486 conv2d_49" -> "487 hardsigmoid_8" [style=solid, label="(1, 576, 1, 1)"]; +"487 hardsigmoid_8" -> "488 quantize_per_tensor_default_43" [style=solid, label="(1, 576, 1, 1)"]; +"488 quantize_per_tensor_default_43" -> "489 dequantize_per_tensor_default_43" [style=solid, label="(1, 576, 1, 1)"]; +"489 dequantize_per_tensor_default_43" -> "490 mul_8" [style=solid, label="(1, 576, 1, 1)"]; +"490 mul_8" -> "491 quantize_per_tensor_default_44" [style=solid, label="(1, 576, 7, 7)"]; +"491 quantize_per_tensor_default_44" -> "492 dequantize_per_tensor_default_44" [style=solid, label="(1, 576, 7, 7)"]; +"492 dequantize_per_tensor_default_44" -> "499 conv2d_50" [style=solid, label="(1, 576, 7, 7)"]; +"493 features_11_block_3_0_weight_bias" -> "499 conv2d_50" [style=solid, label="(96,)"]; +"494 scale_updated_constant32" -> "496 mul_tensor_32" [style=solid, label="(96, 1, 1, 1)"]; +"495 compressed_weight_updated_constant32" -> "496 mul_tensor_32" [style=solid, label="(96, 576, 1, 1)"]; +"496 mul_tensor_32" -> "498 sub_tensor_32" [style=solid, label="(96, 576, 1, 1)"]; +"497 zero_point_updated_constant32" -> "498 sub_tensor_32" [style=solid, label="(96, 1, 1, 1)"]; +"498 sub_tensor_32" -> "499 conv2d_50" [style=solid, label="(96, 576, 1, 1)"]; +"499 conv2d_50" -> "500 quantize_per_tensor_default_45" [style=solid, label="(1, 96, 7, 7)"]; +"500 quantize_per_tensor_default_45" -> "501 dequantize_per_tensor_default_45" [style=solid, label="(1, 96, 7, 7)"]; +"501 dequantize_per_tensor_default_45" -> "502 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"502 add__5" -> "503 quantize_per_tensor_default_46" [style=solid, label="(1, 96, 7, 7)"]; +"503 quantize_per_tensor_default_46" -> "504 dequantize_per_tensor_default_46" [style=solid, label="(1, 96, 7, 7)"]; +"504 dequantize_per_tensor_default_46" -> "511 conv2d_51" [style=solid, label="(1, 96, 7, 7)"]; +"505 features_12_0_weight_bias" -> "511 conv2d_51" [style=solid, label="(576,)"]; +"506 scale_updated_constant33" -> "508 mul_tensor_33" [style=solid, label="(576, 1, 1, 1)"]; +"507 compressed_weight_updated_constant33" -> "508 mul_tensor_33" [style=solid, label="(576, 96, 1, 1)"]; +"508 mul_tensor_33" -> "510 sub_tensor_33" [style=solid, label="(576, 96, 1, 1)"]; +"509 zero_point_updated_constant33" -> "510 sub_tensor_33" [style=solid, label="(576, 1, 1, 1)"]; +"510 sub_tensor_33" -> "511 conv2d_51" [style=solid, label="(576, 96, 1, 1)"]; +"511 conv2d_51" -> "512 hardswish__17" [style=solid, label="(1, 576, 7, 7)"]; +"512 hardswish__17" -> "513 quantize_per_tensor_default_47" [style=solid, label="(1, 576, 7, 7)"]; +"513 quantize_per_tensor_default_47" -> "514 dequantize_per_tensor_default_47" [style=solid, label="(1, 576, 7, 7)"]; +"514 dequantize_per_tensor_default_47" -> "515 adaptive_avg_pool2d_9" [style=solid, label="(1, 576, 7, 7)"]; +"515 adaptive_avg_pool2d_9" -> "516 quantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"516 quantize_per_tensor_default_48" -> "517 dequantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"517 dequantize_per_tensor_default_48" -> "518 flatten" [style=solid, label="(1, 576, 1, 1)"]; +"518 flatten" -> "524 linear" [style=solid, label="(1, 576)"]; +"519 scale_updated_constant34" -> "521 mul_tensor_34" [style=solid, label="(1024, 1)"]; +"520 compressed_weight_updated_constant34" -> "521 mul_tensor_34" [style=solid, label="(1024, 576)"]; +"521 mul_tensor_34" -> "523 sub_tensor_34" [style=solid, label="(1024, 576)"]; +"522 zero_point_updated_constant34" -> "523 sub_tensor_34" [style=solid, label="(1024, 1)"]; +"523 sub_tensor_34" -> "524 linear" [style=solid, label="(1024, 576)"]; +"524 linear" -> "525 hardswish__18" [style=solid, label="(1, 1024)"]; +"525 hardswish__18" -> "526 quantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"526 quantize_per_tensor_default_49" -> "527 dequantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"527 dequantize_per_tensor_default_49" -> "528 dropout_" [style=solid, label="(1, 1024)"]; +"528 dropout_" -> "534 linear_1" [style=solid, label="(1, 1024)"]; +"529 scale_updated_constant35" -> "531 mul_tensor_35" [style=solid, label="(1000, 1)"]; +"530 compressed_weight_updated_constant35" -> "531 mul_tensor_35" [style=solid, label="(1000, 1024)"]; +"531 mul_tensor_35" -> "533 sub_tensor_35" [style=solid, label="(1000, 1024)"]; +"532 zero_point_updated_constant35" -> "533 sub_tensor_35" [style=solid, label="(1000, 1)"]; +"533 sub_tensor_35" -> "534 linear_1" [style=solid, label="(1000, 1024)"]; +"534 linear_1" -> "535 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/post_quantization_compressed/resnet18.dot b/tests/torch2/data/fx/post_quantization_compressed/resnet18.dot index fde82b1aa6a..fe9de3ee6c0 100644 --- a/tests/torch2/data/fx/post_quantization_compressed/resnet18.dot +++ b/tests/torch2/data/fx/post_quantization_compressed/resnet18.dot @@ -36,207 +36,214 @@ strict digraph { "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_4" [id=37, type="dequantize_per_tensor"]; -"38 layer1_1_conv1_weight_bias" [id=38, type="get_attr"]; -"39 scale_updated_constant3" [id=39, type="get_attr"]; -"40 compressed_weight_updated_constant3" [id=40, type="get_attr"]; -"41 mul_tensor_3" [id=41, type=mul]; -"42 zero_point_updated_constant3" [id=42, type="get_attr"]; -"43 sub_tensor_3" [id=43, type=sub]; -"44 conv2d_3" [id=44, type=conv2d]; -"45 relu__3" [id=45, type="relu_"]; -"46 quantize_per_tensor_default_5" [id=46, type="quantize_per_tensor"]; -"47 dequantize_per_tensor_default_5" [id=47, type="dequantize_per_tensor"]; -"48 layer1_1_conv2_weight_bias" [id=48, type="get_attr"]; -"49 scale_updated_constant4" [id=49, type="get_attr"]; -"50 compressed_weight_updated_constant4" [id=50, type="get_attr"]; -"51 mul_tensor_4" [id=51, type=mul]; -"52 zero_point_updated_constant4" [id=52, type="get_attr"]; -"53 sub_tensor_4" [id=53, type=sub]; -"54 conv2d_4" [id=54, type=conv2d]; -"55 quantize_per_tensor_default_6" [id=55, type="quantize_per_tensor"]; -"56 dequantize_per_tensor_default_6" [id=56, type="dequantize_per_tensor"]; -"57 add__1" [id=57, type="add_"]; -"58 relu__4" [id=58, type="relu_"]; -"59 quantize_per_tensor_default_7" [id=59, type="quantize_per_tensor"]; -"60 dequantize_per_tensor_default_7" [id=60, type="dequantize_per_tensor"]; -"61 layer2_0_conv1_weight_bias" [id=61, type="get_attr"]; -"62 scale_updated_constant5" [id=62, type="get_attr"]; -"63 compressed_weight_updated_constant5" [id=63, type="get_attr"]; -"64 mul_tensor_5" [id=64, type=mul]; -"65 zero_point_updated_constant5" [id=65, type="get_attr"]; -"66 sub_tensor_5" [id=66, type=sub]; -"67 conv2d_5" [id=67, type=conv2d]; -"68 relu__5" [id=68, type="relu_"]; -"69 quantize_per_tensor_default_8" [id=69, type="quantize_per_tensor"]; -"70 dequantize_per_tensor_default_8" [id=70, type="dequantize_per_tensor"]; -"71 layer2_0_conv2_weight_bias" [id=71, type="get_attr"]; -"72 scale_updated_constant6" [id=72, type="get_attr"]; -"73 compressed_weight_updated_constant6" 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[style=solid, label="(256, 256, 3, 3)"]; +"157 zero_point_updated_constant13" -> "158 sub_tensor_13" [style=solid, label="(256, 1, 1, 1)"]; +"158 sub_tensor_13" -> "159 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; +"159 conv2d_13" -> "160 relu__11" [style=solid, label="(1, 256, 14, 14)"]; +"160 relu__11" -> "161 quantize_per_tensor_default_19" [style=solid, label="(1, 256, 14, 14)"]; +"161 quantize_per_tensor_default_19" -> "162 dequantize_per_tensor_default_19" [style=solid, label="(1, 256, 14, 14)"]; +"162 dequantize_per_tensor_default_19" -> "169 conv2d_14" [style=solid, label="(1, 256, 14, 14)"]; +"163 layer3_1_conv2_weight_bias" -> "169 conv2d_14" [style=solid, label="(256,)"]; +"164 scale_updated_constant14" -> "166 mul_tensor_14" [style=solid, label="(256, 1, 1, 1)"]; +"165 compressed_weight_updated_constant14" -> "166 mul_tensor_14" [style=solid, label="(256, 256, 3, 3)"]; +"166 mul_tensor_14" -> "168 sub_tensor_14" [style=solid, label="(256, 256, 3, 3)"]; +"167 zero_point_updated_constant14" -> "168 sub_tensor_14" [style=solid, label="(256, 1, 1, 1)"]; +"168 sub_tensor_14" -> "169 conv2d_14" [style=solid, label="(256, 256, 3, 3)"]; +"169 conv2d_14" -> "170 quantize_per_tensor_default_20" [style=solid, label="(1, 256, 14, 14)"]; +"170 quantize_per_tensor_default_20" -> "171 dequantize_per_tensor_default_20" [style=solid, label="(1, 256, 14, 14)"]; +"171 dequantize_per_tensor_default_20" -> "172 add__5" [style=solid, label="(1, 256, 14, 14)"]; +"172 add__5" -> "173 relu__12" [style=solid, label="(1, 256, 14, 14)"]; +"173 relu__12" -> "174 quantize_per_tensor_default_21" [style=solid, label="(1, 256, 14, 14)"]; +"174 quantize_per_tensor_default_21" -> "175 dequantize_per_tensor_default_41" [style=solid, label="(1, 256, 14, 14)"]; +"174 quantize_per_tensor_default_21" -> "176 dequantize_per_tensor_default_40" [style=solid, label="(1, 256, 14, 14)"]; +"175 dequantize_per_tensor_default_41" -> "202 conv2d_17" [style=solid, label="(1, 256, 14, 14)"]; +"176 dequantize_per_tensor_default_40" -> "183 conv2d_15" [style=solid, label="(1, 256, 14, 14)"]; +"177 layer4_0_conv1_weight_bias" -> "183 conv2d_15" [style=solid, label="(512,)"]; +"178 scale_updated_constant15" -> "180 mul_tensor_15" [style=solid, label="(512, 1, 1, 1)"]; +"179 compressed_weight_updated_constant15" -> "180 mul_tensor_15" [style=solid, label="(512, 256, 3, 3)"]; +"180 mul_tensor_15" -> "182 sub_tensor_15" [style=solid, label="(512, 256, 3, 3)"]; +"181 zero_point_updated_constant15" -> "182 sub_tensor_15" [style=solid, label="(512, 1, 1, 1)"]; +"182 sub_tensor_15" -> "183 conv2d_15" [style=solid, label="(512, 256, 3, 3)"]; +"183 conv2d_15" -> "184 relu__13" [style=solid, label="(1, 512, 7, 7)"]; +"184 relu__13" -> "185 quantize_per_tensor_default_22" [style=solid, label="(1, 512, 7, 7)"]; +"185 quantize_per_tensor_default_22" -> "186 dequantize_per_tensor_default_22" [style=solid, label="(1, 512, 7, 7)"]; +"186 dequantize_per_tensor_default_22" -> "193 conv2d_16" [style=solid, label="(1, 512, 7, 7)"]; +"187 layer4_0_conv2_weight_bias" -> "193 conv2d_16" [style=solid, label="(512,)"]; +"188 scale_updated_constant16" -> "190 mul_tensor_16" [style=solid, label="(512, 1, 1, 1)"]; +"189 compressed_weight_updated_constant16" -> "190 mul_tensor_16" [style=solid, label="(512, 512, 3, 3)"]; +"190 mul_tensor_16" -> "192 sub_tensor_16" [style=solid, label="(512, 512, 3, 3)"]; +"191 zero_point_updated_constant16" -> "192 sub_tensor_16" [style=solid, label="(512, 1, 1, 1)"]; +"192 sub_tensor_16" -> "193 conv2d_16" [style=solid, label="(512, 512, 3, 3)"]; +"193 conv2d_16" -> "194 quantize_per_tensor_default_23" [style=solid, label="(1, 512, 7, 7)"]; +"194 quantize_per_tensor_default_23" -> "195 dequantize_per_tensor_default_23" [style=solid, label="(1, 512, 7, 7)"]; +"195 dequantize_per_tensor_default_23" -> "205 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"196 layer4_0_downsample_0_weight_bias" -> "202 conv2d_17" [style=solid, label="(512,)"]; +"197 scale_updated_constant17" -> "199 mul_tensor_17" [style=solid, label="(512, 1, 1, 1)"]; +"198 compressed_weight_updated_constant17" -> "199 mul_tensor_17" [style=solid, label="(512, 256, 1, 1)"]; +"199 mul_tensor_17" -> "201 sub_tensor_17" [style=solid, label="(512, 256, 1, 1)"]; +"200 zero_point_updated_constant17" -> "201 sub_tensor_17" [style=solid, label="(512, 1, 1, 1)"]; +"201 sub_tensor_17" -> "202 conv2d_17" [style=solid, label="(512, 256, 1, 1)"]; +"202 conv2d_17" -> "203 quantize_per_tensor_default_24" [style=solid, label="(1, 512, 7, 7)"]; +"203 quantize_per_tensor_default_24" -> "204 dequantize_per_tensor_default_24" [style=solid, label="(1, 512, 7, 7)"]; +"204 dequantize_per_tensor_default_24" -> "205 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"205 add__6" -> "206 relu__14" [style=solid, label="(1, 512, 7, 7)"]; +"206 relu__14" -> "207 quantize_per_tensor_default_25" [style=solid, label="(1, 512, 7, 7)"]; +"207 quantize_per_tensor_default_25" -> "208 dequantize_per_tensor_default_43" [style=solid, label="(1, 512, 7, 7)"]; +"207 quantize_per_tensor_default_25" -> "209 dequantize_per_tensor_default_42" [style=solid, label="(1, 512, 7, 7)"]; +"208 dequantize_per_tensor_default_43" -> "216 conv2d_18" [style=solid, label="(1, 512, 7, 7)"]; +"209 dequantize_per_tensor_default_42" -> "229 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"210 layer4_1_conv1_weight_bias" -> "216 conv2d_18" [style=solid, label="(512,)"]; +"211 scale_updated_constant18" -> "213 mul_tensor_18" [style=solid, label="(512, 1, 1, 1)"]; +"212 compressed_weight_updated_constant18" -> "213 mul_tensor_18" [style=solid, label="(512, 512, 3, 3)"]; +"213 mul_tensor_18" -> "215 sub_tensor_18" [style=solid, label="(512, 512, 3, 3)"]; +"214 zero_point_updated_constant18" -> "215 sub_tensor_18" [style=solid, label="(512, 1, 1, 1)"]; +"215 sub_tensor_18" -> "216 conv2d_18" [style=solid, label="(512, 512, 3, 3)"]; +"216 conv2d_18" -> "217 relu__15" [style=solid, label="(1, 512, 7, 7)"]; +"217 relu__15" -> "218 quantize_per_tensor_default_26" [style=solid, label="(1, 512, 7, 7)"]; +"218 quantize_per_tensor_default_26" -> "219 dequantize_per_tensor_default_26" [style=solid, label="(1, 512, 7, 7)"]; +"219 dequantize_per_tensor_default_26" -> "226 conv2d_19" [style=solid, label="(1, 512, 7, 7)"]; +"220 layer4_1_conv2_weight_bias" -> "226 conv2d_19" [style=solid, label="(512,)"]; +"221 scale_updated_constant19" -> "223 mul_tensor_19" [style=solid, label="(512, 1, 1, 1)"]; +"222 compressed_weight_updated_constant19" -> "223 mul_tensor_19" [style=solid, label="(512, 512, 3, 3)"]; +"223 mul_tensor_19" -> "225 sub_tensor_19" [style=solid, label="(512, 512, 3, 3)"]; +"224 zero_point_updated_constant19" -> "225 sub_tensor_19" [style=solid, label="(512, 1, 1, 1)"]; +"225 sub_tensor_19" -> "226 conv2d_19" [style=solid, label="(512, 512, 3, 3)"]; +"226 conv2d_19" -> "227 quantize_per_tensor_default_27" [style=solid, label="(1, 512, 7, 7)"]; +"227 quantize_per_tensor_default_27" -> "228 dequantize_per_tensor_default_27" [style=solid, label="(1, 512, 7, 7)"]; +"228 dequantize_per_tensor_default_27" -> "229 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"229 add__7" -> "230 relu__16" [style=solid, label="(1, 512, 7, 7)"]; +"230 relu__16" -> "231 quantize_per_tensor_default_28" [style=solid, label="(1, 512, 7, 7)"]; +"231 quantize_per_tensor_default_28" -> "232 dequantize_per_tensor_default_28" [style=solid, label="(1, 512, 7, 7)"]; +"232 dequantize_per_tensor_default_28" -> "233 adaptive_avg_pool2d" [style=solid, label="(1, 512, 7, 7)"]; +"233 adaptive_avg_pool2d" -> "234 quantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"234 quantize_per_tensor_default_29" -> "235 dequantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"235 dequantize_per_tensor_default_29" -> "236 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"236 flatten" -> "242 linear" [style=solid, label="(1, 512)"]; +"237 scale_updated_constant20" -> "239 mul_tensor_20" [style=solid, label="(1000, 1)"]; +"238 compressed_weight_updated_constant20" -> "239 mul_tensor_20" [style=solid, label="(1000, 512)"]; +"239 mul_tensor_20" -> "241 sub_tensor_20" [style=solid, label="(1000, 512)"]; +"240 zero_point_updated_constant20" -> "241 sub_tensor_20" [style=solid, label="(1000, 1)"]; +"241 sub_tensor_20" -> "242 linear" [style=solid, label="(1000, 512)"]; +"242 linear" -> "243 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/post_quantization_compressed/synthetic_transformer.dot b/tests/torch2/data/fx/post_quantization_compressed/synthetic_transformer.dot index b86178cf5ff..c1360146d73 100644 --- a/tests/torch2/data/fx/post_quantization_compressed/synthetic_transformer.dot +++ b/tests/torch2/data/fx/post_quantization_compressed/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_default" [id=6, type="quantize_per_tensor"]; +"7 dequantize_per_tensor_default" [id=7, type="dequantize_per_tensor"]; +"8 scale_updated_constant0" [id=8, type="get_attr"]; +"9 compressed_weight_updated_constant0" [id=9, type="get_attr"]; "10 mul_tensor" [id=10, type=mul]; -"11 zero_point_updated_constant0" [id=11, type=get_attr]; +"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_default_1" [id=15, type="quantize_per_tensor"]; +"16 dequantize_per_tensor_default_1" [id=16, type="dequantize_per_tensor"]; +"17 scale_updated_constant1" [id=17, type="get_attr"]; +"18 compressed_weight_updated_constant1" [id=18, type="get_attr"]; "19 mul_tensor_1" [id=19, type=mul]; -"20 zero_point_updated_constant1" [id=20, type=get_attr]; +"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_default" [style=solid, label="(5, 5)"]; +"6 quantize_per_tensor_default" -> "7 dequantize_per_tensor_default" [style=solid, label="(5, 5)"]; +"7 dequantize_per_tensor_default" -> "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_default_1" [style=solid, label="(5, 5)"]; +"15 quantize_per_tensor_default_1" -> "16 dequantize_per_tensor_default_1" [style=solid, label="(5, 5)"]; +"16 dequantize_per_tensor_default_1" -> "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/torch2/data/fx/post_quantization_compressed/unet.dot b/tests/torch2/data/fx/post_quantization_compressed/unet.dot index f7bdaa3f021..6ad29de79b1 100644 --- a/tests/torch2/data/fx/post_quantization_compressed/unet.dot +++ b/tests/torch2/data/fx/post_quantization_compressed/unet.dot @@ -42,237 +42,241 @@ strict digraph { "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" [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_default_10" [id=52, type="quantize_per_tensor"]; -"53 dequantize_per_tensor_default_10" [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_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 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_default_11" [id=71, type="quantize_per_tensor"]; -"72 dequantize_per_tensor_default_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_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 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_default_12" [id=90, type="quantize_per_tensor"]; -"91 dequantize_per_tensor_default_12" [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_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 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_default_13" [id=109, type="quantize_per_tensor"]; -"110 dequantize_per_tensor_default_13" [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_default_14" [id=118, type="quantize_per_tensor"]; -"119 dequantize_per_tensor_default_14" [id=119, type="dequantize_per_tensor"]; -"120 scale_updated_constant10" [id=120, type="get_attr"]; -"121 compressed_weight_updated_constant10" [id=121, type="get_attr"]; -"122 mul_tensor_10" [id=122, type=mul]; -"123 zero_point_updated_constant10" [id=123, type="get_attr"]; -"124 sub_tensor_10" [id=124, type=sub]; -"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 scale_updated_constant11" [id=133, type="get_attr"]; -"134 compressed_weight_updated_constant11" [id=134, type="get_attr"]; -"135 mul_tensor_11" [id=135, type=mul]; -"136 zero_point_updated_constant11" [id=136, type="get_attr"]; -"137 sub_tensor_11" [id=137, type=sub]; -"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 scale_updated_constant12" [id=142, type="get_attr"]; -"143 compressed_weight_updated_constant12" [id=143, type="get_attr"]; -"144 mul_tensor_12" [id=144, type=mul]; -"145 zero_point_updated_constant12" [id=145, type="get_attr"]; -"146 sub_tensor_12" [id=146, type=sub]; -"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 scale_updated_constant13" [id=151, type="get_attr"]; -"152 compressed_weight_updated_constant13" [id=152, type="get_attr"]; -"153 mul_tensor_13" [id=153, type=mul]; -"154 zero_point_updated_constant13" [id=154, type="get_attr"]; -"155 sub_tensor_13" [id=155, type=sub]; -"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 scale_updated_constant14" [id=164, type="get_attr"]; -"165 compressed_weight_updated_constant14" [id=165, type="get_attr"]; -"166 mul_tensor_14" [id=166, type=mul]; -"167 zero_point_updated_constant14" [id=167, type="get_attr"]; -"168 sub_tensor_14" [id=168, type=sub]; -"169 conv2d_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 scale_updated_constant15" [id=173, type="get_attr"]; -"174 compressed_weight_updated_constant15" [id=174, type="get_attr"]; -"175 mul_tensor_15" [id=175, type=mul]; -"176 zero_point_updated_constant15" [id=176, type="get_attr"]; -"177 sub_tensor_15" [id=177, type=sub]; -"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 scale_updated_constant16" [id=182, type="get_attr"]; -"183 compressed_weight_updated_constant16" [id=183, type="get_attr"]; -"184 mul_tensor_16" [id=184, type=mul]; -"185 zero_point_updated_constant16" [id=185, type="get_attr"]; -"186 sub_tensor_16" [id=186, type=sub]; -"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 scale_updated_constant17" [id=195, type="get_attr"]; -"196 compressed_weight_updated_constant17" [id=196, type="get_attr"]; -"197 mul_tensor_17" [id=197, type=mul]; -"198 zero_point_updated_constant17" [id=198, type="get_attr"]; -"199 sub_tensor_17" [id=199, type=sub]; -"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 scale_updated_constant18" [id=204, type="get_attr"]; -"205 compressed_weight_updated_constant18" [id=205, type="get_attr"]; -"206 mul_tensor_18" [id=206, type=mul]; -"207 zero_point_updated_constant18" [id=207, type="get_attr"]; -"208 sub_tensor_18" [id=208, type=sub]; -"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 scale_updated_constant19" [id=213, type="get_attr"]; -"214 compressed_weight_updated_constant19" [id=214, type="get_attr"]; -"215 mul_tensor_19" [id=215, type=mul]; -"216 zero_point_updated_constant19" [id=216, type="get_attr"]; -"217 sub_tensor_19" [id=217, type=sub]; -"218 conv_transpose2d_3" [id=218, type="conv_transpose2d"]; -"219 quantize_per_tensor_default_1" [id=219, type="quantize_per_tensor"]; -"220 dequantize_per_tensor_default_1" [id=220, type="dequantize_per_tensor"]; -"221 slice_13" [id=221, type=slice]; -"222 slice_14" [id=222, type=slice]; -"223 slice_15" [id=223, type=slice]; -"224 slice_16" [id=224, type=slice]; -"225 cat_3" [id=225, type=cat]; -"226 scale_updated_constant20" [id=226, type="get_attr"]; -"227 compressed_weight_updated_constant20" [id=227, type="get_attr"]; -"228 mul_tensor_20" [id=228, type=mul]; -"229 zero_point_updated_constant20" [id=229, type="get_attr"]; -"230 sub_tensor_20" [id=230, type=sub]; -"231 conv2d_16" [id=231, type=conv2d]; -"232 relu_16" [id=232, type=relu]; -"233 quantize_per_tensor_default_21" [id=233, type="quantize_per_tensor"]; -"234 dequantize_per_tensor_default_21" [id=234, type="dequantize_per_tensor"]; -"235 scale_updated_constant21" [id=235, type="get_attr"]; -"236 compressed_weight_updated_constant21" [id=236, type="get_attr"]; -"237 mul_tensor_21" [id=237, type=mul]; -"238 zero_point_updated_constant21" [id=238, type="get_attr"]; -"239 sub_tensor_21" [id=239, type=sub]; -"240 conv2d_17" [id=240, type=conv2d]; -"241 relu_17" [id=241, type=relu]; -"242 quantize_per_tensor_default_22" [id=242, type="quantize_per_tensor"]; -"243 dequantize_per_tensor_default_22" [id=243, type="dequantize_per_tensor"]; -"244 scale_updated_constant22" [id=244, type="get_attr"]; -"245 compressed_weight_updated_constant22" [id=245, type="get_attr"]; -"246 mul_tensor_22" [id=246, type=mul]; -"247 zero_point_updated_constant22" [id=247, type="get_attr"]; -"248 sub_tensor_22" [id=248, type=sub]; -"249 conv2d_18" [id=249, type=conv2d]; -"250 output" [id=250, type=output]; +"43 dequantize_per_tensor_default_24" [id=43, type="dequantize_per_tensor"]; +"44 dequantize_per_tensor_default_23" [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_10" [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_26" [id=63, type="dequantize_per_tensor"]; +"64 dequantize_per_tensor_default_25" [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_11" [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_28" [id=83, type="dequantize_per_tensor"]; +"84 dequantize_per_tensor_default_27" [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_12" [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_30" [id=103, type="dequantize_per_tensor"]; +"104 dequantize_per_tensor_default_29" [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_13" [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_14" [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_6" [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_15" [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_16" [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_5" [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_17" [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_18" [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_2" [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_19" [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_20" [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_1" [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_21" [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_22" [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" [style=solid, label="(64,)"]; "1 down_path_0_block_3_bias" -> "40 conv2d_1" [style=solid, label="(64,)"]; -"2 down_path_1_block_0_bias" -> "50 conv2d_2" [style=solid, label="(128,)"]; -"3 down_path_1_block_3_bias" -> "59 conv2d_3" [style=solid, label="(128,)"]; -"4 down_path_2_block_0_bias" -> "69 conv2d_4" [style=solid, label="(256,)"]; -"5 down_path_2_block_3_bias" -> "78 conv2d_5" [style=solid, label="(256,)"]; -"6 down_path_3_block_0_bias" -> "88 conv2d_6" [style=solid, label="(512,)"]; -"7 down_path_3_block_3_bias" -> "97 conv2d_7" [style=solid, label="(512,)"]; -"8 down_path_4_block_0_bias" -> "107 conv2d_8" [style=solid, label="(1024,)"]; -"9 down_path_4_block_3_bias" -> "116 conv2d_9" [style=solid, label="(1024,)"]; -"10 up_path_0_up_bias" -> "125 conv_transpose2d" [style=solid, label="(512,)"]; -"11 up_path_0_conv_block_block_0_bias" -> "138 conv2d_10" [style=solid, label="(512,)"]; -"12 up_path_0_conv_block_block_3_bias" -> "147 conv2d_11" [style=solid, label="(512,)"]; -"13 up_path_1_up_bias" -> "156 conv_transpose2d_1" [style=solid, label="(256,)"]; -"14 up_path_1_conv_block_block_0_bias" -> "169 conv2d_12" [style=solid, label="(256,)"]; -"15 up_path_1_conv_block_block_3_bias" -> "178 conv2d_13" [style=solid, label="(256,)"]; -"16 up_path_2_up_bias" -> "187 conv_transpose2d_2" [style=solid, label="(128,)"]; -"17 up_path_2_conv_block_block_0_bias" -> "200 conv2d_14" [style=solid, label="(128,)"]; -"18 up_path_2_conv_block_block_3_bias" -> "209 conv2d_15" [style=solid, label="(128,)"]; -"19 up_path_3_up_bias" -> "218 conv_transpose2d_3" [style=solid, label="(64,)"]; -"20 up_path_3_conv_block_block_0_bias" -> "231 conv2d_16" [style=solid, label="(64,)"]; -"21 up_path_3_conv_block_block_3_bias" -> "240 conv2d_17" [style=solid, label="(64,)"]; -"22 last_bias" -> "249 conv2d_18" [style=solid, label="(12,)"]; +"2 down_path_1_block_0_bias" -> "51 conv2d_2" [style=solid, label="(128,)"]; +"3 down_path_1_block_3_bias" -> "60 conv2d_3" [style=solid, label="(128,)"]; +"4 down_path_2_block_0_bias" -> "71 conv2d_4" [style=solid, label="(256,)"]; +"5 down_path_2_block_3_bias" -> "80 conv2d_5" [style=solid, label="(256,)"]; +"6 down_path_3_block_0_bias" -> "91 conv2d_6" [style=solid, label="(512,)"]; +"7 down_path_3_block_3_bias" -> "100 conv2d_7" [style=solid, label="(512,)"]; +"8 down_path_4_block_0_bias" -> "111 conv2d_8" [style=solid, label="(1024,)"]; +"9 down_path_4_block_3_bias" -> "120 conv2d_9" [style=solid, label="(1024,)"]; +"10 up_path_0_up_bias" -> "129 conv_transpose2d" [style=solid, label="(512,)"]; +"11 up_path_0_conv_block_block_0_bias" -> "142 conv2d_10" [style=solid, label="(512,)"]; +"12 up_path_0_conv_block_block_3_bias" -> "151 conv2d_11" [style=solid, label="(512,)"]; +"13 up_path_1_up_bias" -> "160 conv_transpose2d_1" [style=solid, label="(256,)"]; +"14 up_path_1_conv_block_block_0_bias" -> "173 conv2d_12" [style=solid, label="(256,)"]; +"15 up_path_1_conv_block_block_3_bias" -> "182 conv2d_13" [style=solid, label="(256,)"]; +"16 up_path_2_up_bias" -> "191 conv_transpose2d_2" [style=solid, label="(128,)"]; +"17 up_path_2_conv_block_block_0_bias" -> "204 conv2d_14" [style=solid, label="(128,)"]; +"18 up_path_2_conv_block_block_3_bias" -> "213 conv2d_15" [style=solid, label="(128,)"]; +"19 up_path_3_up_bias" -> "222 conv_transpose2d_3" [style=solid, label="(64,)"]; +"20 up_path_3_conv_block_block_0_bias" -> "235 conv2d_16" [style=solid, label="(64,)"]; +"21 up_path_3_conv_block_block_3_bias" -> "244 conv2d_17" [style=solid, label="(64,)"]; +"22 last_bias" -> "253 conv2d_18" [style=solid, label="(12,)"]; "23 x" -> "24 quantize_per_tensor_default_8" [style=solid, label="(1, 3, 224, 224)"]; "24 quantize_per_tensor_default_8" -> "25 dequantize_per_tensor_default_8" [style=solid, label="(1, 3, 224, 224)"]; "25 dequantize_per_tensor_default_8" -> "31 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -292,216 +296,220 @@ strict digraph { "39 sub_tensor_1" -> "40 conv2d_1" [style=solid, label="(64, 64, 3, 3)"]; "40 conv2d_1" -> "41 relu_1" [style=solid, label="(1, 64, 220, 220)"]; "41 relu_1" -> "42 quantize_per_tensor_default" [style=solid, label="(1, 64, 220, 220)"]; -"42 quantize_per_tensor_default" -> "43 dequantize_per_tensor_default" [style=solid, label="(1, 64, 220, 220)"]; -"43 dequantize_per_tensor_default" -> "44 max_pool2d" [style=solid, label="(1, 64, 220, 220)"]; -"43 dequantize_per_tensor_default" -> "221 slice_13" [style=solid, label="(1, 64, 220, 220)"]; -"44 max_pool2d" -> "50 conv2d_2" [style=solid, label="(1, 64, 110, 110)"]; -"45 scale_updated_constant2" -> "47 mul_tensor_2" [style=solid, label="(128, 1, 1, 1)"]; -"46 compressed_weight_updated_constant2" -> "47 mul_tensor_2" [style=solid, label="(128, 64, 3, 3)"]; -"47 mul_tensor_2" -> "49 sub_tensor_2" [style=solid, label="(128, 64, 3, 3)"]; -"48 zero_point_updated_constant2" -> "49 sub_tensor_2" [style=solid, label="(128, 1, 1, 1)"]; -"49 sub_tensor_2" -> "50 conv2d_2" [style=solid, label="(128, 64, 3, 3)"]; -"50 conv2d_2" -> "51 relu_2" [style=solid, label="(1, 128, 108, 108)"]; -"51 relu_2" -> "52 quantize_per_tensor_default_10" [style=solid, label="(1, 128, 108, 108)"]; -"52 quantize_per_tensor_default_10" -> "53 dequantize_per_tensor_default_10" [style=solid, label="(1, 128, 108, 108)"]; -"53 dequantize_per_tensor_default_10" -> "59 conv2d_3" [style=solid, label="(1, 128, 108, 108)"]; -"54 scale_updated_constant3" -> "56 mul_tensor_3" [style=solid, label="(128, 1, 1, 1)"]; -"55 compressed_weight_updated_constant3" -> "56 mul_tensor_3" [style=solid, label="(128, 128, 3, 3)"]; -"56 mul_tensor_3" -> "58 sub_tensor_3" [style=solid, label="(128, 128, 3, 3)"]; -"57 zero_point_updated_constant3" -> "58 sub_tensor_3" [style=solid, label="(128, 1, 1, 1)"]; -"58 sub_tensor_3" -> "59 conv2d_3" [style=solid, label="(128, 128, 3, 3)"]; -"59 conv2d_3" -> "60 relu_3" [style=solid, label="(1, 128, 106, 106)"]; -"60 relu_3" -> "61 quantize_per_tensor_default_3" [style=solid, label="(1, 128, 106, 106)"]; -"61 quantize_per_tensor_default_3" -> "62 dequantize_per_tensor_default_3" [style=solid, label="(1, 128, 106, 106)"]; -"62 dequantize_per_tensor_default_3" -> "63 max_pool2d_1" [style=solid, label="(1, 128, 106, 106)"]; -"62 dequantize_per_tensor_default_3" -> "190 slice_9" [style=solid, label="(1, 128, 106, 106)"]; -"63 max_pool2d_1" -> "69 conv2d_4" [style=solid, label="(1, 128, 53, 53)"]; -"64 scale_updated_constant4" -> "66 mul_tensor_4" [style=solid, label="(256, 1, 1, 1)"]; -"65 compressed_weight_updated_constant4" -> "66 mul_tensor_4" [style=solid, label="(256, 128, 3, 3)"]; -"66 mul_tensor_4" -> "68 sub_tensor_4" [style=solid, label="(256, 128, 3, 3)"]; -"67 zero_point_updated_constant4" -> "68 sub_tensor_4" [style=solid, label="(256, 1, 1, 1)"]; -"68 sub_tensor_4" -> "69 conv2d_4" [style=solid, label="(256, 128, 3, 3)"]; -"69 conv2d_4" -> "70 relu_4" [style=solid, label="(1, 256, 51, 51)"]; -"70 relu_4" -> "71 quantize_per_tensor_default_11" [style=solid, label="(1, 256, 51, 51)"]; -"71 quantize_per_tensor_default_11" -> "72 dequantize_per_tensor_default_11" [style=solid, label="(1, 256, 51, 51)"]; -"72 dequantize_per_tensor_default_11" -> "78 conv2d_5" [style=solid, label="(1, 256, 51, 51)"]; -"73 scale_updated_constant5" -> "75 mul_tensor_5" [style=solid, label="(256, 1, 1, 1)"]; -"74 compressed_weight_updated_constant5" -> "75 mul_tensor_5" [style=solid, label="(256, 256, 3, 3)"]; -"75 mul_tensor_5" -> "77 sub_tensor_5" [style=solid, label="(256, 256, 3, 3)"]; -"76 zero_point_updated_constant5" -> "77 sub_tensor_5" [style=solid, label="(256, 1, 1, 1)"]; -"77 sub_tensor_5" -> "78 conv2d_5" [style=solid, label="(256, 256, 3, 3)"]; -"78 conv2d_5" -> "79 relu_5" [style=solid, label="(1, 256, 49, 49)"]; -"79 relu_5" -> "80 quantize_per_tensor_default_4" [style=solid, label="(1, 256, 49, 49)"]; -"80 quantize_per_tensor_default_4" -> "81 dequantize_per_tensor_default_4" [style=solid, label="(1, 256, 49, 49)"]; -"81 dequantize_per_tensor_default_4" -> "82 max_pool2d_2" [style=solid, label="(1, 256, 49, 49)"]; -"81 dequantize_per_tensor_default_4" -> "159 slice_5" [style=solid, label="(1, 256, 49, 49)"]; -"82 max_pool2d_2" -> "88 conv2d_6" [style=solid, label="(1, 256, 24, 24)"]; -"83 scale_updated_constant6" -> "85 mul_tensor_6" [style=solid, label="(512, 1, 1, 1)"]; -"84 compressed_weight_updated_constant6" -> "85 mul_tensor_6" [style=solid, label="(512, 256, 3, 3)"]; -"85 mul_tensor_6" -> "87 sub_tensor_6" [style=solid, label="(512, 256, 3, 3)"]; -"86 zero_point_updated_constant6" -> "87 sub_tensor_6" [style=solid, label="(512, 1, 1, 1)"]; -"87 sub_tensor_6" -> "88 conv2d_6" [style=solid, label="(512, 256, 3, 3)"]; -"88 conv2d_6" -> "89 relu_6" [style=solid, label="(1, 512, 22, 22)"]; -"89 relu_6" -> "90 quantize_per_tensor_default_12" [style=solid, label="(1, 512, 22, 22)"]; -"90 quantize_per_tensor_default_12" -> "91 dequantize_per_tensor_default_12" [style=solid, label="(1, 512, 22, 22)"]; -"91 dequantize_per_tensor_default_12" -> "97 conv2d_7" [style=solid, label="(1, 512, 22, 22)"]; -"92 scale_updated_constant7" -> "94 mul_tensor_7" [style=solid, label="(512, 1, 1, 1)"]; -"93 compressed_weight_updated_constant7" -> "94 mul_tensor_7" [style=solid, label="(512, 512, 3, 3)"]; -"94 mul_tensor_7" -> "96 sub_tensor_7" [style=solid, label="(512, 512, 3, 3)"]; -"95 zero_point_updated_constant7" -> "96 sub_tensor_7" [style=solid, label="(512, 1, 1, 1)"]; -"96 sub_tensor_7" -> "97 conv2d_7" [style=solid, label="(512, 512, 3, 3)"]; -"97 conv2d_7" -> "98 relu_7" [style=solid, label="(1, 512, 20, 20)"]; -"98 relu_7" -> "99 quantize_per_tensor_default_7" [style=solid, label="(1, 512, 20, 20)"]; -"99 quantize_per_tensor_default_7" -> "100 dequantize_per_tensor_default_7" [style=solid, label="(1, 512, 20, 20)"]; -"100 dequantize_per_tensor_default_7" -> "101 max_pool2d_3" [style=solid, label="(1, 512, 20, 20)"]; -"100 dequantize_per_tensor_default_7" -> "128 slice_1" [style=solid, label="(1, 512, 20, 20)"]; -"101 max_pool2d_3" -> "107 conv2d_8" [style=solid, label="(1, 512, 10, 10)"]; -"102 scale_updated_constant8" -> "104 mul_tensor_8" [style=solid, label="(1024, 1, 1, 1)"]; -"103 compressed_weight_updated_constant8" -> "104 mul_tensor_8" [style=solid, label="(1024, 512, 3, 3)"]; -"104 mul_tensor_8" -> "106 sub_tensor_8" [style=solid, label="(1024, 512, 3, 3)"]; -"105 zero_point_updated_constant8" -> "106 sub_tensor_8" [style=solid, label="(1024, 1, 1, 1)"]; -"106 sub_tensor_8" -> "107 conv2d_8" [style=solid, label="(1024, 512, 3, 3)"]; -"107 conv2d_8" -> "108 relu_8" [style=solid, label="(1, 1024, 8, 8)"]; -"108 relu_8" -> "109 quantize_per_tensor_default_13" [style=solid, label="(1, 1024, 8, 8)"]; -"109 quantize_per_tensor_default_13" -> "110 dequantize_per_tensor_default_13" [style=solid, label="(1, 1024, 8, 8)"]; -"110 dequantize_per_tensor_default_13" -> "116 conv2d_9" [style=solid, label="(1, 1024, 8, 8)"]; -"111 scale_updated_constant9" -> "113 mul_tensor_9" [style=solid, label="(1024, 1, 1, 1)"]; -"112 compressed_weight_updated_constant9" -> "113 mul_tensor_9" [style=solid, label="(1024, 1024, 3, 3)"]; -"113 mul_tensor_9" -> "115 sub_tensor_9" [style=solid, label="(1024, 1024, 3, 3)"]; -"114 zero_point_updated_constant9" -> "115 sub_tensor_9" [style=solid, label="(1024, 1, 1, 1)"]; -"115 sub_tensor_9" -> "116 conv2d_9" [style=solid, label="(1024, 1024, 3, 3)"]; -"116 conv2d_9" -> "117 relu_9" [style=solid, label="(1, 1024, 6, 6)"]; -"117 relu_9" -> "118 quantize_per_tensor_default_14" [style=solid, label="(1, 1024, 6, 6)"]; -"118 quantize_per_tensor_default_14" -> "119 dequantize_per_tensor_default_14" [style=solid, label="(1, 1024, 6, 6)"]; -"119 dequantize_per_tensor_default_14" -> "125 conv_transpose2d" [style=solid, label="(1, 1024, 6, 6)"]; -"120 scale_updated_constant10" -> "122 mul_tensor_10" [style=solid, label="(1024, 1, 1, 1)"]; -"121 compressed_weight_updated_constant10" -> "122 mul_tensor_10" [style=solid, label="(1024, 512, 2, 2)"]; -"122 mul_tensor_10" -> "124 sub_tensor_10" [style=solid, label="(1024, 512, 2, 2)"]; -"123 zero_point_updated_constant10" -> "124 sub_tensor_10" [style=solid, label="(1024, 1, 1, 1)"]; -"124 sub_tensor_10" -> "125 conv_transpose2d" [style=solid, label="(1024, 512, 2, 2)"]; -"125 conv_transpose2d" -> "126 quantize_per_tensor_default_6" [style=solid, label="(1, 512, 12, 12)"]; -"126 quantize_per_tensor_default_6" -> "127 dequantize_per_tensor_default_6" [style=solid, label="(1, 512, 12, 12)"]; -"127 dequantize_per_tensor_default_6" -> "132 cat" 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512, 2, 2)"]; +"129 conv_transpose2d" -> "130 quantize_per_tensor_default_6" [style=solid, label="(1, 512, 12, 12)"]; +"130 quantize_per_tensor_default_6" -> "131 dequantize_per_tensor_default_6" [style=solid, label="(1, 512, 12, 12)"]; +"131 dequantize_per_tensor_default_6" -> "136 cat" [style=solid, label="(1, 512, 12, 12)"]; +"132 slice_1" -> "133 slice_2" [style=solid, label="(1, 512, 20, 20)"]; +"133 slice_2" -> "134 slice_3" [style=solid, label="(1, 512, 20, 20)"]; +"134 slice_3" -> "135 slice_4" [style=solid, label="(1, 512, 12, 20)"]; +"135 slice_4" -> "136 cat" [style=solid, label="(1, 512, 12, 12)"]; +"136 cat" -> "142 conv2d_10" [style=solid, label="(1, 1024, 12, 12)"]; +"137 scale_updated_constant11" -> "139 mul_tensor_11" [style=solid, label="(512, 1, 1, 1)"]; +"138 compressed_weight_updated_constant11" -> "139 mul_tensor_11" [style=solid, label="(512, 1024, 3, 3)"]; +"139 mul_tensor_11" -> "141 sub_tensor_11" [style=solid, label="(512, 1024, 3, 3)"]; +"140 zero_point_updated_constant11" -> "141 sub_tensor_11" [style=solid, label="(512, 1, 1, 1)"]; +"141 sub_tensor_11" -> "142 conv2d_10" [style=solid, label="(512, 1024, 3, 3)"]; +"142 conv2d_10" -> "143 relu_10" [style=solid, label="(1, 512, 10, 10)"]; +"143 relu_10" -> "144 quantize_per_tensor_default_15" [style=solid, label="(1, 512, 10, 10)"]; +"144 quantize_per_tensor_default_15" -> "145 dequantize_per_tensor_default_15" [style=solid, label="(1, 512, 10, 10)"]; +"145 dequantize_per_tensor_default_15" -> "151 conv2d_11" [style=solid, label="(1, 512, 10, 10)"]; +"146 scale_updated_constant12" -> "148 mul_tensor_12" [style=solid, label="(512, 1, 1, 1)"]; +"147 compressed_weight_updated_constant12" -> "148 mul_tensor_12" [style=solid, label="(512, 512, 3, 3)"]; +"148 mul_tensor_12" -> "150 sub_tensor_12" [style=solid, label="(512, 512, 3, 3)"]; +"149 zero_point_updated_constant12" -> "150 sub_tensor_12" [style=solid, label="(512, 1, 1, 1)"]; +"150 sub_tensor_12" -> "151 conv2d_11" [style=solid, label="(512, 512, 3, 3)"]; +"151 conv2d_11" -> "152 relu_11" [style=solid, label="(1, 512, 8, 8)"]; +"152 relu_11" -> "153 quantize_per_tensor_default_16" [style=solid, label="(1, 512, 8, 8)"]; +"153 quantize_per_tensor_default_16" -> "154 dequantize_per_tensor_default_16" [style=solid, label="(1, 512, 8, 8)"]; +"154 dequantize_per_tensor_default_16" -> "160 conv_transpose2d_1" [style=solid, label="(1, 512, 8, 8)"]; +"155 scale_updated_constant13" -> "157 mul_tensor_13" [style=solid, label="(512, 1, 1, 1)"]; +"156 compressed_weight_updated_constant13" -> "157 mul_tensor_13" [style=solid, label="(512, 256, 2, 2)"]; +"157 mul_tensor_13" -> "159 sub_tensor_13" [style=solid, label="(512, 256, 2, 2)"]; +"158 zero_point_updated_constant13" -> "159 sub_tensor_13" [style=solid, label="(512, 1, 1, 1)"]; +"159 sub_tensor_13" -> "160 conv_transpose2d_1" [style=solid, label="(512, 256, 2, 2)"]; +"160 conv_transpose2d_1" -> "161 quantize_per_tensor_default_5" [style=solid, label="(1, 256, 16, 16)"]; +"161 quantize_per_tensor_default_5" -> "162 dequantize_per_tensor_default_5" [style=solid, label="(1, 256, 16, 16)"]; +"162 dequantize_per_tensor_default_5" -> "167 cat_1" [style=solid, label="(1, 256, 16, 16)"]; +"163 slice_5" -> "164 slice_6" [style=solid, label="(1, 256, 49, 49)"]; +"164 slice_6" -> "165 slice_7" [style=solid, label="(1, 256, 49, 49)"]; +"165 slice_7" -> "166 slice_8" [style=solid, label="(1, 256, 16, 49)"]; +"166 slice_8" -> "167 cat_1" [style=solid, label="(1, 256, 16, 16)"]; +"167 cat_1" -> "173 conv2d_12" [style=solid, label="(1, 512, 16, 16)"]; +"168 scale_updated_constant14" -> "170 mul_tensor_14" [style=solid, label="(256, 1, 1, 1)"]; +"169 compressed_weight_updated_constant14" -> "170 mul_tensor_14" [style=solid, label="(256, 512, 3, 3)"]; +"170 mul_tensor_14" -> "172 sub_tensor_14" [style=solid, label="(256, 512, 3, 3)"]; +"171 zero_point_updated_constant14" -> "172 sub_tensor_14" [style=solid, label="(256, 1, 1, 1)"]; +"172 sub_tensor_14" -> "173 conv2d_12" [style=solid, label="(256, 512, 3, 3)"]; +"173 conv2d_12" -> "174 relu_12" [style=solid, label="(1, 256, 14, 14)"]; +"174 relu_12" -> "175 quantize_per_tensor_default_17" [style=solid, label="(1, 256, 14, 14)"]; +"175 quantize_per_tensor_default_17" -> "176 dequantize_per_tensor_default_17" [style=solid, label="(1, 256, 14, 14)"]; +"176 dequantize_per_tensor_default_17" -> "182 conv2d_13" [style=solid, label="(1, 256, 14, 14)"]; +"177 scale_updated_constant15" -> "179 mul_tensor_15" [style=solid, label="(256, 1, 1, 1)"]; +"178 compressed_weight_updated_constant15" -> "179 mul_tensor_15" [style=solid, label="(256, 256, 3, 3)"]; +"179 mul_tensor_15" -> "181 sub_tensor_15" [style=solid, label="(256, 256, 3, 3)"]; +"180 zero_point_updated_constant15" -> "181 sub_tensor_15" [style=solid, label="(256, 1, 1, 1)"]; +"181 sub_tensor_15" -> "182 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; +"182 conv2d_13" -> "183 relu_13" [style=solid, label="(1, 256, 12, 12)"]; +"183 relu_13" -> "184 quantize_per_tensor_default_18" [style=solid, label="(1, 256, 12, 12)"]; +"184 quantize_per_tensor_default_18" -> "185 dequantize_per_tensor_default_18" [style=solid, label="(1, 256, 12, 12)"]; +"185 dequantize_per_tensor_default_18" -> "191 conv_transpose2d_2" [style=solid, label="(1, 256, 12, 12)"]; +"186 scale_updated_constant16" -> "188 mul_tensor_16" [style=solid, label="(256, 1, 1, 1)"]; +"187 compressed_weight_updated_constant16" -> "188 mul_tensor_16" [style=solid, label="(256, 128, 2, 2)"]; +"188 mul_tensor_16" -> "190 sub_tensor_16" [style=solid, label="(256, 128, 2, 2)"]; +"189 zero_point_updated_constant16" -> "190 sub_tensor_16" [style=solid, label="(256, 1, 1, 1)"]; +"190 sub_tensor_16" -> "191 conv_transpose2d_2" [style=solid, label="(256, 128, 2, 2)"]; +"191 conv_transpose2d_2" -> "192 quantize_per_tensor_default_2" [style=solid, label="(1, 128, 24, 24)"]; +"192 quantize_per_tensor_default_2" -> "193 dequantize_per_tensor_default_2" [style=solid, label="(1, 128, 24, 24)"]; +"193 dequantize_per_tensor_default_2" -> "198 cat_2" [style=solid, label="(1, 128, 24, 24)"]; +"194 slice_9" -> "195 slice_10" [style=solid, label="(1, 128, 106, 106)"]; +"195 slice_10" -> "196 slice_11" [style=solid, label="(1, 128, 106, 106)"]; +"196 slice_11" -> "197 slice_12" [style=solid, label="(1, 128, 24, 106)"]; +"197 slice_12" -> "198 cat_2" [style=solid, label="(1, 128, 24, 24)"]; +"198 cat_2" -> "204 conv2d_14" [style=solid, label="(1, 256, 24, 24)"]; +"199 scale_updated_constant17" -> "201 mul_tensor_17" [style=solid, label="(128, 1, 1, 1)"]; +"200 compressed_weight_updated_constant17" -> "201 mul_tensor_17" [style=solid, label="(128, 256, 3, 3)"]; +"201 mul_tensor_17" -> "203 sub_tensor_17" [style=solid, label="(128, 256, 3, 3)"]; +"202 zero_point_updated_constant17" -> "203 sub_tensor_17" [style=solid, label="(128, 1, 1, 1)"]; +"203 sub_tensor_17" -> "204 conv2d_14" [style=solid, label="(128, 256, 3, 3)"]; +"204 conv2d_14" -> "205 relu_14" [style=solid, label="(1, 128, 22, 22)"]; +"205 relu_14" -> "206 quantize_per_tensor_default_19" [style=solid, label="(1, 128, 22, 22)"]; +"206 quantize_per_tensor_default_19" -> "207 dequantize_per_tensor_default_19" [style=solid, label="(1, 128, 22, 22)"]; +"207 dequantize_per_tensor_default_19" -> "213 conv2d_15" [style=solid, label="(1, 128, 22, 22)"]; +"208 scale_updated_constant18" -> "210 mul_tensor_18" [style=solid, label="(128, 1, 1, 1)"]; +"209 compressed_weight_updated_constant18" -> "210 mul_tensor_18" [style=solid, label="(128, 128, 3, 3)"]; +"210 mul_tensor_18" -> "212 sub_tensor_18" [style=solid, label="(128, 128, 3, 3)"]; +"211 zero_point_updated_constant18" -> "212 sub_tensor_18" [style=solid, label="(128, 1, 1, 1)"]; +"212 sub_tensor_18" -> "213 conv2d_15" [style=solid, label="(128, 128, 3, 3)"]; +"213 conv2d_15" -> "214 relu_15" [style=solid, label="(1, 128, 20, 20)"]; +"214 relu_15" -> "215 quantize_per_tensor_default_20" [style=solid, label="(1, 128, 20, 20)"]; +"215 quantize_per_tensor_default_20" -> "216 dequantize_per_tensor_default_20" [style=solid, label="(1, 128, 20, 20)"]; +"216 dequantize_per_tensor_default_20" -> "222 conv_transpose2d_3" [style=solid, label="(1, 128, 20, 20)"]; +"217 scale_updated_constant19" -> "219 mul_tensor_19" [style=solid, label="(128, 1, 1, 1)"]; +"218 compressed_weight_updated_constant19" -> "219 mul_tensor_19" [style=solid, label="(128, 64, 2, 2)"]; +"219 mul_tensor_19" -> "221 sub_tensor_19" [style=solid, label="(128, 64, 2, 2)"]; +"220 zero_point_updated_constant19" -> "221 sub_tensor_19" [style=solid, label="(128, 1, 1, 1)"]; +"221 sub_tensor_19" -> "222 conv_transpose2d_3" [style=solid, label="(128, 64, 2, 2)"]; +"222 conv_transpose2d_3" -> "223 quantize_per_tensor_default_1" [style=solid, label="(1, 64, 40, 40)"]; +"223 quantize_per_tensor_default_1" -> "224 dequantize_per_tensor_default_1" [style=solid, label="(1, 64, 40, 40)"]; +"224 dequantize_per_tensor_default_1" -> "229 cat_3" [style=solid, label="(1, 64, 40, 40)"]; +"225 slice_13" -> "226 slice_14" [style=solid, label="(1, 64, 220, 220)"]; +"226 slice_14" -> "227 slice_15" [style=solid, label="(1, 64, 220, 220)"]; +"227 slice_15" -> "228 slice_16" [style=solid, label="(1, 64, 40, 220)"]; +"228 slice_16" -> "229 cat_3" [style=solid, label="(1, 64, 40, 40)"]; +"229 cat_3" -> "235 conv2d_16" [style=solid, label="(1, 128, 40, 40)"]; +"230 scale_updated_constant20" -> "232 mul_tensor_20" [style=solid, label="(64, 1, 1, 1)"]; +"231 compressed_weight_updated_constant20" -> "232 mul_tensor_20" [style=solid, label="(64, 128, 3, 3)"]; +"232 mul_tensor_20" -> "234 sub_tensor_20" [style=solid, label="(64, 128, 3, 3)"]; +"233 zero_point_updated_constant20" -> "234 sub_tensor_20" [style=solid, label="(64, 1, 1, 1)"]; +"234 sub_tensor_20" -> "235 conv2d_16" [style=solid, label="(64, 128, 3, 3)"]; +"235 conv2d_16" -> "236 relu_16" [style=solid, label="(1, 64, 38, 38)"]; +"236 relu_16" -> "237 quantize_per_tensor_default_21" [style=solid, label="(1, 64, 38, 38)"]; +"237 quantize_per_tensor_default_21" -> "238 dequantize_per_tensor_default_21" [style=solid, label="(1, 64, 38, 38)"]; +"238 dequantize_per_tensor_default_21" -> "244 conv2d_17" [style=solid, label="(1, 64, 38, 38)"]; +"239 scale_updated_constant21" -> "241 mul_tensor_21" [style=solid, label="(64, 1, 1, 1)"]; +"240 compressed_weight_updated_constant21" -> "241 mul_tensor_21" [style=solid, label="(64, 64, 3, 3)"]; +"241 mul_tensor_21" -> "243 sub_tensor_21" [style=solid, label="(64, 64, 3, 3)"]; +"242 zero_point_updated_constant21" -> "243 sub_tensor_21" [style=solid, label="(64, 1, 1, 1)"]; +"243 sub_tensor_21" -> "244 conv2d_17" [style=solid, label="(64, 64, 3, 3)"]; +"244 conv2d_17" -> "245 relu_17" [style=solid, label="(1, 64, 36, 36)"]; +"245 relu_17" -> "246 quantize_per_tensor_default_22" [style=solid, label="(1, 64, 36, 36)"]; +"246 quantize_per_tensor_default_22" -> "247 dequantize_per_tensor_default_22" [style=solid, label="(1, 64, 36, 36)"]; +"247 dequantize_per_tensor_default_22" -> "253 conv2d_18" [style=solid, label="(1, 64, 36, 36)"]; +"248 scale_updated_constant22" -> "250 mul_tensor_22" [style=solid, label="(12, 1, 1, 1)"]; +"249 compressed_weight_updated_constant22" -> "250 mul_tensor_22" [style=solid, label="(12, 64, 1, 1)"]; +"250 mul_tensor_22" -> "252 sub_tensor_22" [style=solid, label="(12, 64, 1, 1)"]; +"251 zero_point_updated_constant22" -> "252 sub_tensor_22" [style=solid, label="(12, 1, 1, 1)"]; +"252 sub_tensor_22" -> "253 conv2d_18" [style=solid, label="(12, 64, 1, 1)"]; +"253 conv2d_18" -> "254 output" [style=solid, label="(1, 12, 36, 36)"]; } diff --git a/tests/torch2/data/fx/post_quantization_compressed/yolo11n_sdpa_block.dot b/tests/torch2/data/fx/post_quantization_compressed/yolo11n_sdpa_block.dot index c349bc361b7..7ed00ee1dea 100644 --- a/tests/torch2/data/fx/post_quantization_compressed/yolo11n_sdpa_block.dot +++ b/tests/torch2/data/fx/post_quantization_compressed/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_default" [id=2, type="quantize_per_tensor"]; +"3 dequantize_per_tensor_default" [id=3, type="dequantize_per_tensor"]; +"4 scale_updated_constant0" [id=4, type="get_attr"]; +"5 compressed_weight_updated_constant0" [id=5, type="get_attr"]; "6 mul_tensor" [id=6, type=mul]; -"7 zero_point_updated_constant0" [id=7, type=get_attr]; +"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_default_1" [id=10, type="quantize_per_tensor"]; +"11 dequantize_per_tensor_default_1" [id=11, type="dequantize_per_tensor"]; "12 slice_1" [id=12, type=slice]; "13 slice_2" [id=13, type=slice]; "14 slice_3" [id=14, type=slice]; -"15 quantize_per_tensor_default_2" [id=15, type=quantize_per_tensor]; -"16 dequantize_per_tensor_default_2" [id=16, type=dequantize_per_tensor]; +"15 quantize_per_tensor_default_2" [id=15, type="quantize_per_tensor"]; +"16 dequantize_per_tensor_default_2" [id=16, type="dequantize_per_tensor"]; "17 slice_4" [id=17, type=slice]; "18 slice_5" [id=18, type=slice]; "19 slice_6" [id=19, type=slice]; @@ -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_default" [style=solid, label="(1, 2, 4)"]; +"2 quantize_per_tensor_default" -> "3 dequantize_per_tensor_default" [style=solid, label="(1, 2, 4)"]; +"3 dequantize_per_tensor_default" -> "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_default_1" [style=solid, label="(1, 2, 12)"]; +"9 linear" -> "15 quantize_per_tensor_default_2" [style=solid, label="(1, 2, 12)"]; +"9 linear" -> "20 slice_7" [style=solid, label="(1, 2, 12)"]; +"10 quantize_per_tensor_default_1" -> "11 dequantize_per_tensor_default_1" [style=solid, label="(1, 2, 12)"]; +"11 dequantize_per_tensor_default_1" -> "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_default_2" -> "16 dequantize_per_tensor_default_2" [style=solid, label="(1, 2, 12)"]; +"16 dequantize_per_tensor_default_2" -> "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/torch2/data/fx/quantized/mobilenet_v3_small.dot b/tests/torch2/data/fx/quantized/mobilenet_v3_small.dot index d168a527d7d..ac30cd0db7c 100644 --- a/tests/torch2/data/fx/quantized/mobilenet_v3_small.dot +++ b/tests/torch2/data/fx/quantized/mobilenet_v3_small.dot @@ -61,503 +61,518 @@ strict digraph { "59 conv2d_1" [id=59, type=conv2d]; "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"]; -"121 relu__3_zero_point_0" [id=121, type="get_attr"]; -"122 relu__3" [id=122, type="relu_"]; -"123 quantize_per_channel_default_9" [id=123, type="quantize_per_channel"]; -"124 dequantize_per_channel_default_9" [id=124, type="dequantize_per_channel"]; -"125 features_3_block_1_0_weight_bias" [id=125, type="get_attr"]; -"126 conv2d_9_scale_0" [id=126, type="get_attr"]; -"127 conv2d_9_zero_point_0" [id=127, type="get_attr"]; -"128 compressed_weight_updated_constant7" [id=128, type="get_attr"]; -"129 quantize_per_channel_default_10" [id=129, type="quantize_per_channel"]; -"130 dequantize_per_channel_default_10" [id=130, type="dequantize_per_channel"]; -"131 conv2d_9" [id=131, type=conv2d]; -"132 relu__4" [id=132, type="relu_"]; -"133 quantize_per_tensor_default_7" [id=133, type="quantize_per_tensor"]; -"134 dequantize_per_tensor_default_7" [id=134, type="dequantize_per_tensor"]; -"135 features_3_block_2_0_weight_bias" [id=135, type="get_attr"]; -"136 conv2d_10_scale_0" [id=136, type="get_attr"]; -"137 conv2d_10_zero_point_0" [id=137, type="get_attr"]; -"138 compressed_weight_updated_constant8" [id=138, type="get_attr"]; -"139 quantize_per_channel_default_11" [id=139, type="quantize_per_channel"]; -"140 dequantize_per_channel_default_11" [id=140, type="dequantize_per_channel"]; -"141 conv2d_10" [id=141, type=conv2d]; -"142 quantize_per_tensor_default_8" [id=142, type="quantize_per_tensor"]; -"143 dequantize_per_tensor_default_8" [id=143, type="dequantize_per_tensor"]; -"144 add_" [id=144, type="add_"]; -"145 quantize_per_tensor_default_9" [id=145, type="quantize_per_tensor"]; -"146 dequantize_per_tensor_default_9" [id=146, type="dequantize_per_tensor"]; -"147 features_4_block_0_0_weight_bias" [id=147, type="get_attr"]; -"148 conv2d_11_scale_0" [id=148, type="get_attr"]; -"149 conv2d_11_zero_point_0" [id=149, type="get_attr"]; -"150 compressed_weight_updated_constant9" [id=150, type="get_attr"]; -"151 quantize_per_channel_default_12" [id=151, type="quantize_per_channel"]; -"152 dequantize_per_channel_default_12" [id=152, type="dequantize_per_channel"]; -"153 conv2d_11" [id=153, type=conv2d]; -"154 hardswish__1_scale_0" [id=154, type="get_attr"]; -"155 hardswish__1_zero_point_0" [id=155, type="get_attr"]; -"156 hardswish__1" [id=156, type="hardswish_"]; -"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 features_4_block_1_0_weight_bias" [id=159, type="get_attr"]; -"160 conv2d_12_scale_0" [id=160, type="get_attr"]; -"161 conv2d_12_zero_point_0" [id=161, type="get_attr"]; -"162 compressed_weight_updated_constant10" [id=162, type="get_attr"]; -"163 quantize_per_channel_default_14" [id=163, type="quantize_per_channel"]; -"164 dequantize_per_channel_default_14" [id=164, type="dequantize_per_channel"]; -"165 conv2d_12" [id=165, type=conv2d]; -"166 hardswish__2" [id=166, type="hardswish_"]; -"167 quantize_per_tensor_default_10" [id=167, type="quantize_per_tensor"]; -"168 dequantize_per_tensor_default_10" [id=168, type="dequantize_per_tensor"]; -"169 adaptive_avg_pool2d_1" [id=169, type="adaptive_avg_pool2d"]; -"170 conv2d_13" [id=170, type=conv2d]; -"171 relu_1" [id=171, type=relu]; -"172 conv2d_14" [id=172, type=conv2d]; -"173 hardsigmoid_1" [id=173, type=hardsigmoid]; -"174 quantize_per_tensor_default_11" [id=174, type="quantize_per_tensor"]; -"175 dequantize_per_tensor_default_11" [id=175, type="dequantize_per_tensor"]; -"176 mul_1" [id=176, type=mul]; -"177 quantize_per_tensor_default_12" [id=177, type="quantize_per_tensor"]; -"178 dequantize_per_tensor_default_12" [id=178, type="dequantize_per_tensor"]; -"179 features_4_block_3_0_weight_bias" [id=179, type="get_attr"]; -"180 conv2d_15_scale_0" [id=180, type="get_attr"]; -"181 conv2d_15_zero_point_0" [id=181, type="get_attr"]; -"182 compressed_weight_updated_constant11" [id=182, type="get_attr"]; -"183 quantize_per_channel_default_15" [id=183, type="quantize_per_channel"]; -"184 dequantize_per_channel_default_15" [id=184, type="dequantize_per_channel"]; -"185 conv2d_15" [id=185, type=conv2d]; -"186 quantize_per_tensor_default_13" [id=186, type="quantize_per_tensor"]; -"187 dequantize_per_tensor_default_13" [id=187, type="dequantize_per_tensor"]; -"188 features_5_block_0_0_weight_bias" [id=188, type="get_attr"]; -"189 conv2d_16_scale_0" [id=189, type="get_attr"]; -"190 conv2d_16_zero_point_0" [id=190, type="get_attr"]; -"191 compressed_weight_updated_constant12" [id=191, type="get_attr"]; -"192 quantize_per_channel_default_16" [id=192, type="quantize_per_channel"]; -"193 dequantize_per_channel_default_16" [id=193, type="dequantize_per_channel"]; -"194 conv2d_16" [id=194, type=conv2d]; -"195 hardswish__3_scale_0" [id=195, type="get_attr"]; -"196 hardswish__3_zero_point_0" [id=196, type="get_attr"]; -"197 hardswish__3" [id=197, type="hardswish_"]; -"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 features_5_block_1_0_weight_bias" [id=200, type="get_attr"]; -"201 conv2d_17_scale_0" [id=201, type="get_attr"]; -"202 conv2d_17_zero_point_0" [id=202, type="get_attr"]; -"203 compressed_weight_updated_constant13" [id=203, type="get_attr"]; -"204 quantize_per_channel_default_18" [id=204, type="quantize_per_channel"]; -"205 dequantize_per_channel_default_18" [id=205, type="dequantize_per_channel"]; -"206 conv2d_17" [id=206, type=conv2d]; -"207 hardswish__4" [id=207, type="hardswish_"]; -"208 quantize_per_tensor_default_14" [id=208, type="quantize_per_tensor"]; -"209 dequantize_per_tensor_default_14" [id=209, type="dequantize_per_tensor"]; -"210 adaptive_avg_pool2d_2" [id=210, type="adaptive_avg_pool2d"]; -"211 conv2d_18" [id=211, type=conv2d]; -"212 relu_2" [id=212, type=relu]; -"213 conv2d_19" [id=213, type=conv2d]; -"214 hardsigmoid_2" [id=214, type=hardsigmoid]; -"215 quantize_per_tensor_default_15" [id=215, type="quantize_per_tensor"]; -"216 dequantize_per_tensor_default_15" [id=216, type="dequantize_per_tensor"]; -"217 mul_2" [id=217, type=mul]; -"218 quantize_per_tensor_default_16" [id=218, type="quantize_per_tensor"]; -"219 dequantize_per_tensor_default_16" [id=219, type="dequantize_per_tensor"]; -"220 features_5_block_3_0_weight_bias" [id=220, type="get_attr"]; -"221 conv2d_20_scale_0" [id=221, type="get_attr"]; -"222 conv2d_20_zero_point_0" [id=222, type="get_attr"]; -"223 compressed_weight_updated_constant14" [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_20" [id=226, type=conv2d]; -"227 quantize_per_tensor_default_17" [id=227, type="quantize_per_tensor"]; -"228 dequantize_per_tensor_default_17" [id=228, type="dequantize_per_tensor"]; -"229 add__1" [id=229, type="add_"]; -"230 quantize_per_tensor_default_18" [id=230, type="quantize_per_tensor"]; -"231 dequantize_per_tensor_default_18" [id=231, type="dequantize_per_tensor"]; -"232 features_6_block_0_0_weight_bias" [id=232, type="get_attr"]; -"233 conv2d_21_scale_0" [id=233, type="get_attr"]; -"234 conv2d_21_zero_point_0" [id=234, type="get_attr"]; -"235 compressed_weight_updated_constant15" [id=235, type="get_attr"]; -"236 quantize_per_channel_default_20" [id=236, type="quantize_per_channel"]; -"237 dequantize_per_channel_default_20" [id=237, type="dequantize_per_channel"]; -"238 conv2d_21" [id=238, type=conv2d]; -"239 hardswish__5_scale_0" [id=239, type="get_attr"]; -"240 hardswish__5_zero_point_0" [id=240, type="get_attr"]; -"241 hardswish__5" [id=241, type="hardswish_"]; -"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 features_6_block_1_0_weight_bias" [id=244, type="get_attr"]; -"245 conv2d_22_scale_0" [id=245, type="get_attr"]; -"246 conv2d_22_zero_point_0" [id=246, type="get_attr"]; -"247 compressed_weight_updated_constant16" [id=247, type="get_attr"]; -"248 quantize_per_channel_default_22" [id=248, type="quantize_per_channel"]; -"249 dequantize_per_channel_default_22" [id=249, type="dequantize_per_channel"]; -"250 conv2d_22" [id=250, type=conv2d]; -"251 hardswish__6" [id=251, type="hardswish_"]; -"252 quantize_per_tensor_default_19" [id=252, type="quantize_per_tensor"]; -"253 dequantize_per_tensor_default_19" [id=253, type="dequantize_per_tensor"]; -"254 adaptive_avg_pool2d_3" [id=254, type="adaptive_avg_pool2d"]; -"255 conv2d_23" [id=255, type=conv2d]; -"256 relu_3" [id=256, type=relu]; -"257 conv2d_24" [id=257, type=conv2d]; -"258 hardsigmoid_3" [id=258, type=hardsigmoid]; -"259 quantize_per_tensor_default_20" [id=259, type="quantize_per_tensor"]; -"260 dequantize_per_tensor_default_20" [id=260, type="dequantize_per_tensor"]; -"261 mul_3" [id=261, type=mul]; -"262 quantize_per_tensor_default_21" [id=262, type="quantize_per_tensor"]; -"263 dequantize_per_tensor_default_21" [id=263, type="dequantize_per_tensor"]; -"264 features_6_block_3_0_weight_bias" [id=264, type="get_attr"]; -"265 conv2d_25_scale_0" [id=265, type="get_attr"]; -"266 conv2d_25_zero_point_0" [id=266, type="get_attr"]; -"267 compressed_weight_updated_constant17" [id=267, type="get_attr"]; -"268 quantize_per_channel_default_23" [id=268, type="quantize_per_channel"]; -"269 dequantize_per_channel_default_23" [id=269, type="dequantize_per_channel"]; -"270 conv2d_25" [id=270, type=conv2d]; -"271 quantize_per_tensor_default_22" [id=271, type="quantize_per_tensor"]; -"272 dequantize_per_tensor_default_22" [id=272, type="dequantize_per_tensor"]; -"273 add__2" [id=273, type="add_"]; -"274 quantize_per_tensor_default_23" [id=274, type="quantize_per_tensor"]; -"275 dequantize_per_tensor_default_23" [id=275, type="dequantize_per_tensor"]; -"276 features_7_block_0_0_weight_bias" [id=276, type="get_attr"]; -"277 conv2d_26_scale_0" [id=277, type="get_attr"]; -"278 conv2d_26_zero_point_0" [id=278, type="get_attr"]; -"279 compressed_weight_updated_constant18" [id=279, type="get_attr"]; -"280 quantize_per_channel_default_24" [id=280, type="quantize_per_channel"]; -"281 dequantize_per_channel_default_24" [id=281, type="dequantize_per_channel"]; -"282 conv2d_26" [id=282, type=conv2d]; -"283 hardswish__7_scale_0" [id=283, type="get_attr"]; -"284 hardswish__7_zero_point_0" [id=284, type="get_attr"]; -"285 hardswish__7" [id=285, type="hardswish_"]; -"286 quantize_per_channel_default_25" [id=286, type="quantize_per_channel"]; -"287 dequantize_per_channel_default_25" [id=287, type="dequantize_per_channel"]; -"288 features_7_block_1_0_weight_bias" [id=288, type="get_attr"]; -"289 conv2d_27_scale_0" [id=289, type="get_attr"]; -"290 conv2d_27_zero_point_0" [id=290, type="get_attr"]; -"291 compressed_weight_updated_constant19" [id=291, type="get_attr"]; -"292 quantize_per_channel_default_26" [id=292, type="quantize_per_channel"]; -"293 dequantize_per_channel_default_26" [id=293, type="dequantize_per_channel"]; -"294 conv2d_27" [id=294, type=conv2d]; -"295 hardswish__8" [id=295, type="hardswish_"]; -"296 quantize_per_tensor_default_24" [id=296, type="quantize_per_tensor"]; -"297 dequantize_per_tensor_default_24" [id=297, type="dequantize_per_tensor"]; -"298 adaptive_avg_pool2d_4" [id=298, type="adaptive_avg_pool2d"]; -"299 conv2d_28" [id=299, type=conv2d]; -"300 relu_4" [id=300, type=relu]; -"301 conv2d_29" [id=301, type=conv2d]; -"302 hardsigmoid_4" [id=302, type=hardsigmoid]; -"303 quantize_per_tensor_default_25" [id=303, type="quantize_per_tensor"]; -"304 dequantize_per_tensor_default_25" [id=304, type="dequantize_per_tensor"]; -"305 mul_4" [id=305, type=mul]; -"306 quantize_per_tensor_default_26" [id=306, type="quantize_per_tensor"]; -"307 dequantize_per_tensor_default_26" [id=307, type="dequantize_per_tensor"]; -"308 features_7_block_3_0_weight_bias" [id=308, type="get_attr"]; -"309 conv2d_30_scale_0" [id=309, type="get_attr"]; -"310 conv2d_30_zero_point_0" [id=310, type="get_attr"]; -"311 compressed_weight_updated_constant20" [id=311, type="get_attr"]; -"312 quantize_per_channel_default_27" [id=312, type="quantize_per_channel"]; -"313 dequantize_per_channel_default_27" [id=313, type="dequantize_per_channel"]; -"314 conv2d_30" [id=314, type=conv2d]; -"315 quantize_per_tensor_default_27" [id=315, type="quantize_per_tensor"]; -"316 dequantize_per_tensor_default_27" [id=316, type="dequantize_per_tensor"]; -"317 features_8_block_0_0_weight_bias" [id=317, type="get_attr"]; -"318 conv2d_31_scale_0" [id=318, type="get_attr"]; -"319 conv2d_31_zero_point_0" [id=319, type="get_attr"]; -"320 compressed_weight_updated_constant21" [id=320, type="get_attr"]; -"321 quantize_per_channel_default_28" [id=321, type="quantize_per_channel"]; -"322 dequantize_per_channel_default_28" [id=322, 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quantize_per_channel_default_42" [id=462, type="quantize_per_channel"]; -"463 dequantize_per_channel_default_42" [id=463, type="dequantize_per_channel"]; -"464 conv2d_47" [id=464, type=conv2d]; -"465 hardswish__16" [id=465, type="hardswish_"]; -"466 quantize_per_tensor_default_42" [id=466, type="quantize_per_tensor"]; -"467 dequantize_per_tensor_default_42" [id=467, type="dequantize_per_tensor"]; -"468 adaptive_avg_pool2d_8" [id=468, type="adaptive_avg_pool2d"]; -"469 conv2d_48" [id=469, type=conv2d]; -"470 relu_8" [id=470, type=relu]; -"471 conv2d_49" [id=471, type=conv2d]; -"472 hardsigmoid_8" [id=472, type=hardsigmoid]; -"473 quantize_per_tensor_default_43" [id=473, type="quantize_per_tensor"]; -"474 dequantize_per_tensor_default_43" [id=474, type="dequantize_per_tensor"]; -"475 mul_8" [id=475, type=mul]; -"476 quantize_per_tensor_default_44" [id=476, type="quantize_per_tensor"]; -"477 dequantize_per_tensor_default_44" [id=477, type="dequantize_per_tensor"]; -"478 features_11_block_3_0_weight_bias" [id=478, type="get_attr"]; -"479 conv2d_50_scale_0" [id=479, type="get_attr"]; -"480 conv2d_50_zero_point_0" [id=480, type="get_attr"]; -"481 compressed_weight_updated_constant32" [id=481, type="get_attr"]; -"482 quantize_per_channel_default_43" [id=482, type="quantize_per_channel"]; -"483 dequantize_per_channel_default_43" [id=483, type="dequantize_per_channel"]; -"484 conv2d_50" [id=484, type=conv2d]; -"485 quantize_per_tensor_default_45" [id=485, type="quantize_per_tensor"]; -"486 dequantize_per_tensor_default_45" [id=486, type="dequantize_per_tensor"]; -"487 add__5" [id=487, type="add_"]; -"488 quantize_per_tensor_default_46" [id=488, type="quantize_per_tensor"]; -"489 dequantize_per_tensor_default_46" [id=489, type="dequantize_per_tensor"]; -"490 features_12_0_weight_bias" [id=490, type="get_attr"]; -"491 conv2d_51_scale_0" [id=491, type="get_attr"]; -"492 conv2d_51_zero_point_0" [id=492, type="get_attr"]; -"493 compressed_weight_updated_constant33" [id=493, type="get_attr"]; -"494 quantize_per_channel_default_44" [id=494, type="quantize_per_channel"]; -"495 dequantize_per_channel_default_44" [id=495, type="dequantize_per_channel"]; -"496 conv2d_51" [id=496, type=conv2d]; -"497 hardswish__17" [id=497, type="hardswish_"]; -"498 quantize_per_tensor_default_47" [id=498, type="quantize_per_tensor"]; -"499 dequantize_per_tensor_default_47" [id=499, type="dequantize_per_tensor"]; -"500 adaptive_avg_pool2d_9" [id=500, type="adaptive_avg_pool2d"]; -"501 quantize_per_tensor_default_48" [id=501, type="quantize_per_tensor"]; -"502 dequantize_per_tensor_default_48" [id=502, type="dequantize_per_tensor"]; -"503 flatten" [id=503, type=flatten]; -"504 linear_scale_0" [id=504, type="get_attr"]; -"505 linear_zero_point_0" [id=505, type="get_attr"]; -"506 compressed_weight_updated_constant34" [id=506, type="get_attr"]; -"507 quantize_per_channel_default_45" [id=507, type="quantize_per_channel"]; -"508 dequantize_per_channel_default_45" [id=508, type="dequantize_per_channel"]; -"509 linear" [id=509, type=linear]; -"510 hardswish__18" [id=510, type="hardswish_"]; -"511 quantize_per_tensor_default_49" [id=511, type="quantize_per_tensor"]; -"512 dequantize_per_tensor_default_49" [id=512, type="dequantize_per_tensor"]; -"513 dropout_" [id=513, type="dropout_"]; -"514 linear_1_scale_0" [id=514, type="get_attr"]; -"515 linear_1_zero_point_0" [id=515, type="get_attr"]; -"516 compressed_weight_updated_constant35" [id=516, type="get_attr"]; -"517 quantize_per_channel_default_46" [id=517, type="quantize_per_channel"]; -"518 dequantize_per_channel_default_46" [id=518, type="dequantize_per_channel"]; -"519 linear_1" [id=519, type=linear]; -"520 output" [id=520, type=output]; -"0 features_1_block_1_fc1_weight" -> "64 conv2d_2" [style=solid, label="(8, 16, 1, 1)"]; -"1 features_1_block_1_fc1_bias" -> "64 conv2d_2" [style=solid, label="(8,)"]; -"2 features_1_block_1_fc2_weight" -> "66 conv2d_3" [style=solid, label="(16, 8, 1, 1)"]; -"3 features_1_block_1_fc2_bias" -> "66 conv2d_3" [style=solid, label="(16,)"]; -"4 features_4_block_2_fc1_weight" -> "170 conv2d_13" [style=solid, label="(24, 96, 1, 1)"]; -"5 features_4_block_2_fc1_bias" -> "170 conv2d_13" [style=solid, label="(24,)"]; -"6 features_4_block_2_fc2_weight" -> "172 conv2d_14" [style=solid, label="(96, 24, 1, 1)"]; -"7 features_4_block_2_fc2_bias" -> "172 conv2d_14" [style=solid, label="(96,)"]; -"8 features_5_block_2_fc1_weight" -> "211 conv2d_18" [style=solid, label="(64, 240, 1, 1)"]; -"9 features_5_block_2_fc1_bias" -> "211 conv2d_18" [style=solid, label="(64,)"]; -"10 features_5_block_2_fc2_weight" -> "213 conv2d_19" [style=solid, label="(240, 64, 1, 1)"]; -"11 features_5_block_2_fc2_bias" -> "213 conv2d_19" [style=solid, label="(240,)"]; -"12 features_6_block_2_fc1_weight" -> "255 conv2d_23" [style=solid, label="(64, 240, 1, 1)"]; -"13 features_6_block_2_fc1_bias" -> "255 conv2d_23" [style=solid, label="(64,)"]; -"14 features_6_block_2_fc2_weight" -> "257 conv2d_24" [style=solid, label="(240, 64, 1, 1)"]; -"15 features_6_block_2_fc2_bias" -> "257 conv2d_24" [style=solid, label="(240,)"]; -"16 features_7_block_2_fc1_weight" -> "299 conv2d_28" [style=solid, label="(32, 120, 1, 1)"]; -"17 features_7_block_2_fc1_bias" -> "299 conv2d_28" [style=solid, label="(32,)"]; -"18 features_7_block_2_fc2_weight" -> "301 conv2d_29" [style=solid, label="(120, 32, 1, 1)"]; -"19 features_7_block_2_fc2_bias" -> "301 conv2d_29" [style=solid, label="(120,)"]; -"20 features_8_block_2_fc1_weight" -> "340 conv2d_33" [style=solid, label="(40, 144, 1, 1)"]; -"21 features_8_block_2_fc1_bias" -> "340 conv2d_33" [style=solid, label="(40,)"]; -"22 features_8_block_2_fc2_weight" -> "342 conv2d_34" [style=solid, label="(144, 40, 1, 1)"]; -"23 features_8_block_2_fc2_bias" -> "342 conv2d_34" [style=solid, label="(144,)"]; -"24 features_9_block_2_fc1_weight" -> "384 conv2d_38" [style=solid, label="(72, 288, 1, 1)"]; -"25 features_9_block_2_fc1_bias" -> "384 conv2d_38" [style=solid, label="(72,)"]; -"26 features_9_block_2_fc2_weight" -> "386 conv2d_39" [style=solid, label="(288, 72, 1, 1)"]; -"27 features_9_block_2_fc2_bias" -> "386 conv2d_39" [style=solid, label="(288,)"]; -"28 features_10_block_2_fc1_weight" -> "425 conv2d_43" [style=solid, label="(144, 576, 1, 1)"]; -"29 features_10_block_2_fc1_bias" -> "425 conv2d_43" [style=solid, label="(144,)"]; -"30 features_10_block_2_fc2_weight" -> "427 conv2d_44" [style=solid, label="(576, 144, 1, 1)"]; -"31 features_10_block_2_fc2_bias" -> "427 conv2d_44" [style=solid, label="(576,)"]; -"32 features_11_block_2_fc1_weight" -> "469 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; -"33 features_11_block_2_fc1_bias" -> "469 conv2d_48" [style=solid, label="(144,)"]; -"34 features_11_block_2_fc2_weight" -> "471 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; -"35 features_11_block_2_fc2_bias" -> "471 conv2d_49" [style=solid, label="(576,)"]; -"36 classifier_0_bias" -> "509 linear" [style=solid, label="(1024,)"]; -"37 classifier_3_bias" -> "519 linear_1" [style=solid, label="(1000,)"]; +"62 dequantize_per_tensor_default_51" [id=62, type="dequantize_per_tensor"]; +"63 dequantize_per_tensor_default_50" [id=63, type="dequantize_per_tensor"]; +"64 adaptive_avg_pool2d" [id=64, type="adaptive_avg_pool2d"]; +"65 conv2d_2" [id=65, type=conv2d]; +"66 relu" [id=66, type=relu]; +"67 conv2d_3" [id=67, type=conv2d]; +"68 hardsigmoid" [id=68, type=hardsigmoid]; +"69 quantize_per_tensor_default_2" [id=69, type="quantize_per_tensor"]; +"70 dequantize_per_tensor_default_2" [id=70, type="dequantize_per_tensor"]; +"71 mul" [id=71, type=mul]; +"72 quantize_per_tensor_default_3" [id=72, type="quantize_per_tensor"]; +"73 dequantize_per_tensor_default_3" [id=73, type="dequantize_per_tensor"]; +"74 features_1_block_2_0_weight_bias" [id=74, type="get_attr"]; +"75 conv2d_4_scale_0" [id=75, type="get_attr"]; +"76 conv2d_4_zero_point_0" [id=76, type="get_attr"]; +"77 compressed_weight_updated_constant2" [id=77, type="get_attr"]; +"78 quantize_per_channel_default_3" [id=78, type="quantize_per_channel"]; +"79 dequantize_per_channel_default_3" [id=79, type="dequantize_per_channel"]; +"80 conv2d_4" [id=80, type=conv2d]; +"81 quantize_per_tensor_default_4" [id=81, type="quantize_per_tensor"]; +"82 dequantize_per_tensor_default_4" [id=82, type="dequantize_per_tensor"]; +"83 features_2_block_0_0_weight_bias" [id=83, type="get_attr"]; +"84 conv2d_5_scale_0" [id=84, type="get_attr"]; +"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_5" [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_53" [id=113, type="dequantize_per_tensor"]; +"114 dequantize_per_tensor_default_52" [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_7" [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_8" [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_9" [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_55" [id=170, type="dequantize_per_tensor"]; +"171 dequantize_per_tensor_default_54" [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_11" [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_12" [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_57" [id=190, type="dequantize_per_tensor"]; +"191 dequantize_per_tensor_default_56" [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_59" [id=213, type="dequantize_per_tensor"]; +"214 dequantize_per_tensor_default_58" [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_15" [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_16" [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_17" [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_61" [id=236, type="dequantize_per_tensor"]; +"237 dequantize_per_tensor_default_60" [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_63" [id=259, type="dequantize_per_tensor"]; +"260 dequantize_per_tensor_default_62" [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_20" [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_21" [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_22" [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_23" [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_65" [id=304, type="dequantize_per_tensor"]; +"305 dequantize_per_tensor_default_64" [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_25" [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_26" [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_67" [id=324, type="dequantize_per_tensor"]; +"325 dequantize_per_tensor_default_66" [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"]; 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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_71" [id=392, type="dequantize_per_tensor"]; +"393 dequantize_per_tensor_default_70" [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_34" [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"]; 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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_75" [id=435, type="dequantize_per_tensor"]; +"436 dequantize_per_tensor_default_74" [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_38" [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_39" [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_40" [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_77" [id=458, type="dequantize_per_tensor"]; +"459 dequantize_per_tensor_default_76" [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"]; 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[id=479, type="hardswish_"]; +"480 quantize_per_tensor_default_42" [id=480, type="quantize_per_tensor"]; +"481 dequantize_per_tensor_default_79" [id=481, type="dequantize_per_tensor"]; +"482 dequantize_per_tensor_default_78" [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_43" [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_44" [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_45" [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_46" [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_47" [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_48" [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_49" [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" [style=solid, label="(8, 16, 1, 1)"]; +"1 features_1_block_1_fc1_bias" -> "65 conv2d_2" [style=solid, label="(8,)"]; +"2 features_1_block_1_fc2_weight" -> "67 conv2d_3" [style=solid, label="(16, 8, 1, 1)"]; +"3 features_1_block_1_fc2_bias" -> "67 conv2d_3" [style=solid, label="(16,)"]; +"4 features_4_block_2_fc1_weight" -> "173 conv2d_13" [style=solid, label="(24, 96, 1, 1)"]; +"5 features_4_block_2_fc1_bias" -> "173 conv2d_13" [style=solid, label="(24,)"]; +"6 features_4_block_2_fc2_weight" -> "175 conv2d_14" [style=solid, label="(96, 24, 1, 1)"]; +"7 features_4_block_2_fc2_bias" -> "175 conv2d_14" [style=solid, label="(96,)"]; +"8 features_5_block_2_fc1_weight" -> "216 conv2d_18" [style=solid, label="(64, 240, 1, 1)"]; +"9 features_5_block_2_fc1_bias" -> "216 conv2d_18" [style=solid, label="(64,)"]; +"10 features_5_block_2_fc2_weight" -> "218 conv2d_19" [style=solid, label="(240, 64, 1, 1)"]; +"11 features_5_block_2_fc2_bias" -> "218 conv2d_19" [style=solid, label="(240,)"]; +"12 features_6_block_2_fc1_weight" -> "262 conv2d_23" [style=solid, label="(64, 240, 1, 1)"]; +"13 features_6_block_2_fc1_bias" -> "262 conv2d_23" [style=solid, label="(64,)"]; +"14 features_6_block_2_fc2_weight" -> "264 conv2d_24" [style=solid, label="(240, 64, 1, 1)"]; +"15 features_6_block_2_fc2_bias" -> "264 conv2d_24" [style=solid, label="(240,)"]; +"16 features_7_block_2_fc1_weight" -> "307 conv2d_28" [style=solid, label="(32, 120, 1, 1)"]; +"17 features_7_block_2_fc1_bias" -> "307 conv2d_28" [style=solid, label="(32,)"]; +"18 features_7_block_2_fc2_weight" -> "309 conv2d_29" [style=solid, label="(120, 32, 1, 1)"]; +"19 features_7_block_2_fc2_bias" -> "309 conv2d_29" [style=solid, label="(120,)"]; +"20 features_8_block_2_fc1_weight" -> "350 conv2d_33" [style=solid, label="(40, 144, 1, 1)"]; +"21 features_8_block_2_fc1_bias" -> "350 conv2d_33" [style=solid, label="(40,)"]; +"22 features_8_block_2_fc2_weight" -> "352 conv2d_34" [style=solid, label="(144, 40, 1, 1)"]; +"23 features_8_block_2_fc2_bias" -> "352 conv2d_34" [style=solid, label="(144,)"]; +"24 features_9_block_2_fc1_weight" -> "395 conv2d_38" [style=solid, label="(72, 288, 1, 1)"]; +"25 features_9_block_2_fc1_bias" -> "395 conv2d_38" [style=solid, label="(72,)"]; +"26 features_9_block_2_fc2_weight" -> "397 conv2d_39" [style=solid, label="(288, 72, 1, 1)"]; +"27 features_9_block_2_fc2_bias" -> "397 conv2d_39" [style=solid, label="(288,)"]; +"28 features_10_block_2_fc1_weight" -> "438 conv2d_43" [style=solid, label="(144, 576, 1, 1)"]; +"29 features_10_block_2_fc1_bias" -> "438 conv2d_43" [style=solid, label="(144,)"]; +"30 features_10_block_2_fc2_weight" -> "440 conv2d_44" [style=solid, label="(576, 144, 1, 1)"]; +"31 features_10_block_2_fc2_bias" -> "440 conv2d_44" [style=solid, label="(576,)"]; +"32 features_11_block_2_fc1_weight" -> "484 conv2d_48" [style=solid, label="(144, 576, 1, 1)"]; +"33 features_11_block_2_fc1_bias" -> "484 conv2d_48" [style=solid, label="(144,)"]; +"34 features_11_block_2_fc2_weight" -> "486 conv2d_49" [style=solid, label="(576, 144, 1, 1)"]; +"35 features_11_block_2_fc2_bias" -> "486 conv2d_49" [style=solid, label="(576,)"]; +"36 classifier_0_bias" -> "524 linear" [style=solid, label="(1024,)"]; +"37 classifier_3_bias" -> "534 linear_1" [style=solid, label="(1000,)"]; "38 x" -> "39 quantize_per_tensor_default" [style=solid, label="(1, 3, 224, 224)"]; "39 quantize_per_tensor_default" -> "40 dequantize_per_tensor_default" [style=solid, label="(1, 3, 224, 224)"]; "40 dequantize_per_tensor_default" -> "47 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -587,566 +602,581 @@ strict digraph { "58 dequantize_per_channel_default_2" -> "59 conv2d_1" [style=solid, label="(16, 1, 3, 3)"]; "59 conv2d_1" -> "60 relu_" [style=solid, label="(1, 16, 56, 56)"]; "60 relu_" -> "61 quantize_per_tensor_default_1" [style=solid, label="(1, 16, 56, 56)"]; -"61 quantize_per_tensor_default_1" -> "62 dequantize_per_tensor_default_1" [style=solid, label="(1, 16, 56, 56)"]; -"62 dequantize_per_tensor_default_1" -> "63 adaptive_avg_pool2d" [style=solid, label="(1, 16, 56, 56)"]; -"62 dequantize_per_tensor_default_1" -> "70 mul" [style=solid, label="(1, 16, 56, 56)"]; -"63 adaptive_avg_pool2d" -> "64 conv2d_2" [style=solid, label="(1, 16, 1, 1)"]; -"64 conv2d_2" -> "65 relu" [style=solid, label="(1, 8, 1, 1)"]; -"65 relu" -> "66 conv2d_3" [style=solid, label="(1, 8, 1, 1)"]; -"66 conv2d_3" -> "67 hardsigmoid" [style=solid, label="(1, 16, 1, 1)"]; -"67 hardsigmoid" -> "68 quantize_per_tensor_default_2" [style=solid, label="(1, 16, 1, 1)"]; -"68 quantize_per_tensor_default_2" -> "69 dequantize_per_tensor_default_2" [style=solid, label="(1, 16, 1, 1)"]; -"69 dequantize_per_tensor_default_2" -> "70 mul" [style=solid, label="(1, 16, 1, 1)"]; -"70 mul" -> "71 quantize_per_tensor_default_3" [style=solid, label="(1, 16, 56, 56)"]; -"71 quantize_per_tensor_default_3" -> "72 dequantize_per_tensor_default_3" [style=solid, label="(1, 16, 56, 56)"]; -"72 dequantize_per_tensor_default_3" -> "79 conv2d_4" [style=solid, label="(1, 16, 56, 56)"]; -"73 features_1_block_2_0_weight_bias" -> "79 conv2d_4" [style=solid, label="(16,)"]; -"74 conv2d_4_scale_0" -> "77 quantize_per_channel_default_3" [style=solid, label="(16,)"]; -"74 conv2d_4_scale_0" -> "78 dequantize_per_channel_default_3" 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5, 5)"]; +"478 conv2d_47" -> "479 hardswish__16" [style=solid, label="(1, 576, 7, 7)"]; +"479 hardswish__16" -> "480 quantize_per_tensor_default_42" [style=solid, label="(1, 576, 7, 7)"]; +"480 quantize_per_tensor_default_42" -> "481 dequantize_per_tensor_default_79" [style=solid, label="(1, 576, 7, 7)"]; +"480 quantize_per_tensor_default_42" -> "482 dequantize_per_tensor_default_78" [style=solid, label="(1, 576, 7, 7)"]; +"481 dequantize_per_tensor_default_79" -> "490 mul_8" [style=solid, label="(1, 576, 7, 7)"]; +"482 dequantize_per_tensor_default_78" -> "483 adaptive_avg_pool2d_8" [style=solid, label="(1, 576, 7, 7)"]; +"483 adaptive_avg_pool2d_8" -> "484 conv2d_48" [style=solid, label="(1, 576, 1, 1)"]; +"484 conv2d_48" -> "485 relu_8" [style=solid, label="(1, 144, 1, 1)"]; +"485 relu_8" -> "486 conv2d_49" [style=solid, label="(1, 144, 1, 1)"]; +"486 conv2d_49" -> "487 hardsigmoid_8" [style=solid, label="(1, 576, 1, 1)"]; +"487 hardsigmoid_8" -> "488 quantize_per_tensor_default_43" [style=solid, label="(1, 576, 1, 1)"]; +"488 quantize_per_tensor_default_43" -> "489 dequantize_per_tensor_default_43" [style=solid, label="(1, 576, 1, 1)"]; +"489 dequantize_per_tensor_default_43" -> "490 mul_8" [style=solid, label="(1, 576, 1, 1)"]; +"490 mul_8" -> "491 quantize_per_tensor_default_44" [style=solid, label="(1, 576, 7, 7)"]; +"491 quantize_per_tensor_default_44" -> "492 dequantize_per_tensor_default_44" [style=solid, label="(1, 576, 7, 7)"]; +"492 dequantize_per_tensor_default_44" -> "499 conv2d_50" [style=solid, label="(1, 576, 7, 7)"]; +"493 features_11_block_3_0_weight_bias" -> "499 conv2d_50" [style=solid, label="(96,)"]; +"494 conv2d_50_scale_0" -> "497 quantize_per_channel_default_43" [style=solid, label="(96,)"]; +"494 conv2d_50_scale_0" -> "498 dequantize_per_channel_default_43" [style=solid, label="(96,)"]; +"495 conv2d_50_zero_point_0" -> "497 quantize_per_channel_default_43" [style=solid, label="(96,)"]; +"495 conv2d_50_zero_point_0" -> "498 dequantize_per_channel_default_43" [style=solid, label="(96,)"]; +"496 compressed_weight_updated_constant32" -> "497 quantize_per_channel_default_43" [style=solid, label="(96, 576, 1, 1)"]; +"497 quantize_per_channel_default_43" -> "498 dequantize_per_channel_default_43" [style=solid, label="(96, 576, 1, 1)"]; +"498 dequantize_per_channel_default_43" -> "499 conv2d_50" [style=solid, label="(96, 576, 1, 1)"]; +"499 conv2d_50" -> "500 quantize_per_tensor_default_45" [style=solid, label="(1, 96, 7, 7)"]; +"500 quantize_per_tensor_default_45" -> "501 dequantize_per_tensor_default_45" [style=solid, label="(1, 96, 7, 7)"]; +"501 dequantize_per_tensor_default_45" -> "502 add__5" [style=solid, label="(1, 96, 7, 7)"]; +"502 add__5" -> "503 quantize_per_tensor_default_46" [style=solid, label="(1, 96, 7, 7)"]; +"503 quantize_per_tensor_default_46" -> "504 dequantize_per_tensor_default_46" [style=solid, label="(1, 96, 7, 7)"]; +"504 dequantize_per_tensor_default_46" -> "511 conv2d_51" [style=solid, label="(1, 96, 7, 7)"]; +"505 features_12_0_weight_bias" -> "511 conv2d_51" [style=solid, label="(576,)"]; +"506 conv2d_51_scale_0" -> "509 quantize_per_channel_default_44" [style=solid, label="(576,)"]; +"506 conv2d_51_scale_0" -> "510 dequantize_per_channel_default_44" [style=solid, label="(576,)"]; +"507 conv2d_51_zero_point_0" -> "509 quantize_per_channel_default_44" [style=solid, label="(576,)"]; +"507 conv2d_51_zero_point_0" -> "510 dequantize_per_channel_default_44" [style=solid, label="(576,)"]; +"508 compressed_weight_updated_constant33" -> "509 quantize_per_channel_default_44" [style=solid, label="(576, 96, 1, 1)"]; +"509 quantize_per_channel_default_44" -> "510 dequantize_per_channel_default_44" [style=solid, label="(576, 96, 1, 1)"]; +"510 dequantize_per_channel_default_44" -> "511 conv2d_51" [style=solid, label="(576, 96, 1, 1)"]; +"511 conv2d_51" -> "512 hardswish__17" [style=solid, label="(1, 576, 7, 7)"]; +"512 hardswish__17" -> "513 quantize_per_tensor_default_47" [style=solid, label="(1, 576, 7, 7)"]; +"513 quantize_per_tensor_default_47" -> "514 dequantize_per_tensor_default_47" [style=solid, label="(1, 576, 7, 7)"]; +"514 dequantize_per_tensor_default_47" -> "515 adaptive_avg_pool2d_9" [style=solid, label="(1, 576, 7, 7)"]; +"515 adaptive_avg_pool2d_9" -> "516 quantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"516 quantize_per_tensor_default_48" -> "517 dequantize_per_tensor_default_48" [style=solid, label="(1, 576, 1, 1)"]; +"517 dequantize_per_tensor_default_48" -> "518 flatten" [style=solid, label="(1, 576, 1, 1)"]; +"518 flatten" -> "524 linear" [style=solid, label="(1, 576)"]; +"519 linear_scale_0" -> "522 quantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"519 linear_scale_0" -> "523 dequantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"520 linear_zero_point_0" -> "522 quantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"520 linear_zero_point_0" -> "523 dequantize_per_channel_default_45" [style=solid, label="(1024,)"]; +"521 compressed_weight_updated_constant34" -> "522 quantize_per_channel_default_45" [style=solid, label="(1024, 576)"]; +"522 quantize_per_channel_default_45" -> "523 dequantize_per_channel_default_45" [style=solid, label="(1024, 576)"]; +"523 dequantize_per_channel_default_45" -> "524 linear" [style=solid, label="(1024, 576)"]; +"524 linear" -> "525 hardswish__18" [style=solid, label="(1, 1024)"]; +"525 hardswish__18" -> "526 quantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"526 quantize_per_tensor_default_49" -> "527 dequantize_per_tensor_default_49" [style=solid, label="(1, 1024)"]; +"527 dequantize_per_tensor_default_49" -> "528 dropout_" [style=solid, label="(1, 1024)"]; +"528 dropout_" -> "534 linear_1" [style=solid, label="(1, 1024)"]; +"529 linear_1_scale_0" -> "532 quantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"529 linear_1_scale_0" -> "533 dequantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"530 linear_1_zero_point_0" -> "532 quantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"530 linear_1_zero_point_0" -> "533 dequantize_per_channel_default_46" [style=solid, label="(1000,)"]; +"531 compressed_weight_updated_constant35" -> "532 quantize_per_channel_default_46" [style=solid, label="(1000, 1024)"]; +"532 quantize_per_channel_default_46" -> "533 dequantize_per_channel_default_46" [style=solid, label="(1000, 1024)"]; +"533 dequantize_per_channel_default_46" -> "534 linear_1" [style=solid, label="(1000, 1024)"]; +"534 linear_1" -> "535 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/quantized/resnet18.dot b/tests/torch2/data/fx/quantized/resnet18.dot index 81982318583..21926bfe9ff 100644 --- a/tests/torch2/data/fx/quantized/resnet18.dot +++ b/tests/torch2/data/fx/quantized/resnet18.dot @@ -36,207 +36,214 @@ strict digraph { "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_4" [id=37, type="dequantize_per_tensor"]; -"38 layer1_1_conv1_weight_bias" [id=38, type="get_attr"]; -"39 conv2d_3_scale_0" [id=39, type="get_attr"]; -"40 conv2d_3_zero_point_0" [id=40, type="get_attr"]; -"41 compressed_weight_updated_constant3" [id=41, type="get_attr"]; -"42 quantize_per_channel_default_3" [id=42, type="quantize_per_channel"]; -"43 dequantize_per_channel_default_3" [id=43, type="dequantize_per_channel"]; -"44 conv2d_3" [id=44, type=conv2d]; -"45 relu__3" [id=45, type="relu_"]; -"46 quantize_per_tensor_default_5" [id=46, type="quantize_per_tensor"]; -"47 dequantize_per_tensor_default_5" [id=47, type="dequantize_per_tensor"]; -"48 layer1_1_conv2_weight_bias" [id=48, type="get_attr"]; -"49 conv2d_4_scale_0" [id=49, type="get_attr"]; -"50 conv2d_4_zero_point_0" [id=50, type="get_attr"]; -"51 compressed_weight_updated_constant4" [id=51, type="get_attr"]; -"52 quantize_per_channel_default_4" [id=52, type="quantize_per_channel"]; -"53 dequantize_per_channel_default_4" [id=53, type="dequantize_per_channel"]; -"54 conv2d_4" [id=54, type=conv2d]; -"55 quantize_per_tensor_default_6" [id=55, type="quantize_per_tensor"]; -"56 dequantize_per_tensor_default_6" [id=56, type="dequantize_per_tensor"]; -"57 add__1" [id=57, type="add_"]; -"58 relu__4" [id=58, type="relu_"]; -"59 quantize_per_tensor_default_7" [id=59, type="quantize_per_tensor"]; -"60 dequantize_per_tensor_default_7" [id=60, type="dequantize_per_tensor"]; -"61 layer2_0_conv1_weight_bias" [id=61, type="get_attr"]; -"62 conv2d_5_scale_0" [id=62, type="get_attr"]; -"63 conv2d_5_zero_point_0" [id=63, type="get_attr"]; -"64 compressed_weight_updated_constant5" [id=64, type="get_attr"]; -"65 quantize_per_channel_default_5" [id=65, type="quantize_per_channel"]; -"66 dequantize_per_channel_default_5" [id=66, type="dequantize_per_channel"]; -"67 conv2d_5" [id=67, type=conv2d]; -"68 relu__5" [id=68, type="relu_"]; -"69 quantize_per_tensor_default_8" [id=69, type="quantize_per_tensor"]; -"70 dequantize_per_tensor_default_8" [id=70, type="dequantize_per_tensor"]; -"71 layer2_0_conv2_weight_bias" [id=71, type="get_attr"]; -"72 conv2d_6_scale_0" [id=72, type="get_attr"]; -"73 conv2d_6_zero_point_0" [id=73, type="get_attr"]; -"74 compressed_weight_updated_constant6" [id=74, type="get_attr"]; -"75 quantize_per_channel_default_6" [id=75, type="quantize_per_channel"]; -"76 dequantize_per_channel_default_6" [id=76, type="dequantize_per_channel"]; -"77 conv2d_6" [id=77, type=conv2d]; -"78 quantize_per_tensor_default_9" [id=78, type="quantize_per_tensor"]; -"79 dequantize_per_tensor_default_9" [id=79, type="dequantize_per_tensor"]; -"80 layer2_0_downsample_0_weight_bias" [id=80, type="get_attr"]; -"81 conv2d_7_scale_0" [id=81, type="get_attr"]; -"82 conv2d_7_zero_point_0" [id=82, type="get_attr"]; -"83 compressed_weight_updated_constant7" [id=83, type="get_attr"]; -"84 quantize_per_channel_default_7" [id=84, type="quantize_per_channel"]; -"85 dequantize_per_channel_default_7" [id=85, type="dequantize_per_channel"]; -"86 conv2d_7" [id=86, type=conv2d]; -"87 quantize_per_tensor_default_10" [id=87, type="quantize_per_tensor"]; -"88 dequantize_per_tensor_default_10" [id=88, type="dequantize_per_tensor"]; -"89 add__2" [id=89, type="add_"]; -"90 relu__6" [id=90, type="relu_"]; -"91 quantize_per_tensor_default_11" [id=91, type="quantize_per_tensor"]; -"92 dequantize_per_tensor_default_11" [id=92, type="dequantize_per_tensor"]; -"93 layer2_1_conv1_weight_bias" [id=93, type="get_attr"]; -"94 conv2d_8_scale_0" [id=94, type="get_attr"]; -"95 conv2d_8_zero_point_0" [id=95, type="get_attr"]; -"96 compressed_weight_updated_constant8" [id=96, type="get_attr"]; -"97 quantize_per_channel_default_8" [id=97, type="quantize_per_channel"]; -"98 dequantize_per_channel_default_8" [id=98, type="dequantize_per_channel"]; -"99 conv2d_8" [id=99, type=conv2d]; -"100 relu__7" [id=100, type="relu_"]; -"101 quantize_per_tensor_default_12" [id=101, type="quantize_per_tensor"]; -"102 dequantize_per_tensor_default_12" [id=102, type="dequantize_per_tensor"]; -"103 layer2_1_conv2_weight_bias" [id=103, type="get_attr"]; -"104 conv2d_9_scale_0" [id=104, type="get_attr"]; -"105 conv2d_9_zero_point_0" [id=105, type="get_attr"]; -"106 compressed_weight_updated_constant9" [id=106, type="get_attr"]; -"107 quantize_per_channel_default_9" [id=107, type="quantize_per_channel"]; -"108 dequantize_per_channel_default_9" [id=108, type="dequantize_per_channel"]; -"109 conv2d_9" [id=109, type=conv2d]; -"110 quantize_per_tensor_default_13" [id=110, type="quantize_per_tensor"]; -"111 dequantize_per_tensor_default_13" [id=111, type="dequantize_per_tensor"]; -"112 add__3" [id=112, type="add_"]; -"113 relu__8" [id=113, type="relu_"]; -"114 quantize_per_tensor_default_14" [id=114, type="quantize_per_tensor"]; -"115 dequantize_per_tensor_default_14" [id=115, type="dequantize_per_tensor"]; -"116 layer3_0_conv1_weight_bias" [id=116, type="get_attr"]; -"117 conv2d_10_scale_0" [id=117, type="get_attr"]; -"118 conv2d_10_zero_point_0" [id=118, type="get_attr"]; -"119 compressed_weight_updated_constant10" [id=119, type="get_attr"]; -"120 quantize_per_channel_default_10" [id=120, type="quantize_per_channel"]; -"121 dequantize_per_channel_default_10" [id=121, type="dequantize_per_channel"]; -"122 conv2d_10" [id=122, type=conv2d]; -"123 relu__9" [id=123, type="relu_"]; -"124 quantize_per_tensor_default_15" [id=124, type="quantize_per_tensor"]; -"125 dequantize_per_tensor_default_15" [id=125, type="dequantize_per_tensor"]; -"126 layer3_0_conv2_weight_bias" [id=126, type="get_attr"]; -"127 conv2d_11_scale_0" [id=127, type="get_attr"]; -"128 conv2d_11_zero_point_0" [id=128, type="get_attr"]; -"129 compressed_weight_updated_constant11" [id=129, type="get_attr"]; -"130 quantize_per_channel_default_11" [id=130, type="quantize_per_channel"]; -"131 dequantize_per_channel_default_11" [id=131, type="dequantize_per_channel"]; -"132 conv2d_11" [id=132, type=conv2d]; -"133 quantize_per_tensor_default_16" [id=133, type="quantize_per_tensor"]; -"134 dequantize_per_tensor_default_16" [id=134, type="dequantize_per_tensor"]; -"135 layer3_0_downsample_0_weight_bias" [id=135, type="get_attr"]; -"136 conv2d_12_scale_0" [id=136, type="get_attr"]; -"137 conv2d_12_zero_point_0" [id=137, type="get_attr"]; -"138 compressed_weight_updated_constant12" [id=138, type="get_attr"]; -"139 quantize_per_channel_default_12" [id=139, type="quantize_per_channel"]; -"140 dequantize_per_channel_default_12" [id=140, type="dequantize_per_channel"]; -"141 conv2d_12" [id=141, type=conv2d]; -"142 quantize_per_tensor_default_17" [id=142, type="quantize_per_tensor"]; -"143 dequantize_per_tensor_default_17" [id=143, type="dequantize_per_tensor"]; -"144 add__4" [id=144, type="add_"]; -"145 relu__10" [id=145, type="relu_"]; -"146 quantize_per_tensor_default_18" [id=146, type="quantize_per_tensor"]; -"147 dequantize_per_tensor_default_18" [id=147, type="dequantize_per_tensor"]; -"148 layer3_1_conv1_weight_bias" [id=148, type="get_attr"]; -"149 conv2d_13_scale_0" [id=149, type="get_attr"]; -"150 conv2d_13_zero_point_0" [id=150, type="get_attr"]; -"151 compressed_weight_updated_constant13" [id=151, type="get_attr"]; -"152 quantize_per_channel_default_13" [id=152, type="quantize_per_channel"]; -"153 dequantize_per_channel_default_13" [id=153, type="dequantize_per_channel"]; -"154 conv2d_13" [id=154, type=conv2d]; -"155 relu__11" [id=155, type="relu_"]; -"156 quantize_per_tensor_default_19" [id=156, type="quantize_per_tensor"]; -"157 dequantize_per_tensor_default_19" [id=157, type="dequantize_per_tensor"]; -"158 layer3_1_conv2_weight_bias" [id=158, type="get_attr"]; -"159 conv2d_14_scale_0" [id=159, type="get_attr"]; -"160 conv2d_14_zero_point_0" [id=160, type="get_attr"]; -"161 compressed_weight_updated_constant14" [id=161, type="get_attr"]; -"162 quantize_per_channel_default_14" [id=162, type="quantize_per_channel"]; -"163 dequantize_per_channel_default_14" [id=163, type="dequantize_per_channel"]; -"164 conv2d_14" [id=164, type=conv2d]; -"165 quantize_per_tensor_default_20" [id=165, type="quantize_per_tensor"]; -"166 dequantize_per_tensor_default_20" [id=166, type="dequantize_per_tensor"]; -"167 add__5" [id=167, type="add_"]; -"168 relu__12" [id=168, type="relu_"]; -"169 quantize_per_tensor_default_21" [id=169, type="quantize_per_tensor"]; -"170 dequantize_per_tensor_default_21" [id=170, type="dequantize_per_tensor"]; -"171 layer4_0_conv1_weight_bias" [id=171, type="get_attr"]; -"172 conv2d_15_scale_0" [id=172, type="get_attr"]; -"173 conv2d_15_zero_point_0" [id=173, type="get_attr"]; -"174 compressed_weight_updated_constant15" [id=174, type="get_attr"]; -"175 quantize_per_channel_default_15" [id=175, type="quantize_per_channel"]; -"176 dequantize_per_channel_default_15" [id=176, type="dequantize_per_channel"]; -"177 conv2d_15" [id=177, type=conv2d]; -"178 relu__13" [id=178, type="relu_"]; -"179 quantize_per_tensor_default_22" [id=179, type="quantize_per_tensor"]; -"180 dequantize_per_tensor_default_22" [id=180, type="dequantize_per_tensor"]; -"181 layer4_0_conv2_weight_bias" [id=181, type="get_attr"]; -"182 conv2d_16_scale_0" [id=182, type="get_attr"]; -"183 conv2d_16_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 conv2d_16" [id=187, type=conv2d]; -"188 quantize_per_tensor_default_23" [id=188, type="quantize_per_tensor"]; -"189 dequantize_per_tensor_default_23" [id=189, type="dequantize_per_tensor"]; -"190 layer4_0_downsample_0_weight_bias" [id=190, type="get_attr"]; -"191 conv2d_17_scale_0" [id=191, type="get_attr"]; -"192 conv2d_17_zero_point_0" [id=192, type="get_attr"]; -"193 compressed_weight_updated_constant17" [id=193, type="get_attr"]; -"194 quantize_per_channel_default_17" [id=194, type="quantize_per_channel"]; -"195 dequantize_per_channel_default_17" [id=195, type="dequantize_per_channel"]; -"196 conv2d_17" [id=196, type=conv2d]; -"197 quantize_per_tensor_default_24" [id=197, type="quantize_per_tensor"]; -"198 dequantize_per_tensor_default_24" [id=198, type="dequantize_per_tensor"]; -"199 add__6" [id=199, type="add_"]; -"200 relu__14" [id=200, type="relu_"]; -"201 quantize_per_tensor_default_25" [id=201, type="quantize_per_tensor"]; -"202 dequantize_per_tensor_default_25" [id=202, type="dequantize_per_tensor"]; -"203 layer4_1_conv1_weight_bias" [id=203, type="get_attr"]; -"204 conv2d_18_scale_0" [id=204, type="get_attr"]; -"205 conv2d_18_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_18" [id=209, type=conv2d]; -"210 relu__15" [id=210, type="relu_"]; -"211 quantize_per_tensor_default_26" [id=211, type="quantize_per_tensor"]; -"212 dequantize_per_tensor_default_26" [id=212, type="dequantize_per_tensor"]; -"213 layer4_1_conv2_weight_bias" [id=213, type="get_attr"]; -"214 conv2d_19_scale_0" [id=214, type="get_attr"]; -"215 conv2d_19_zero_point_0" [id=215, type="get_attr"]; -"216 compressed_weight_updated_constant19" [id=216, type="get_attr"]; -"217 quantize_per_channel_default_19" [id=217, type="quantize_per_channel"]; -"218 dequantize_per_channel_default_19" [id=218, type="dequantize_per_channel"]; -"219 conv2d_19" [id=219, type=conv2d]; -"220 quantize_per_tensor_default_27" [id=220, type="quantize_per_tensor"]; -"221 dequantize_per_tensor_default_27" [id=221, type="dequantize_per_tensor"]; -"222 add__7" [id=222, type="add_"]; -"223 relu__16" [id=223, type="relu_"]; -"224 quantize_per_tensor_default_28" [id=224, type="quantize_per_tensor"]; -"225 dequantize_per_tensor_default_28" [id=225, type="dequantize_per_tensor"]; -"226 adaptive_avg_pool2d" [id=226, type="adaptive_avg_pool2d"]; -"227 quantize_per_tensor_default_29" [id=227, type="quantize_per_tensor"]; -"228 dequantize_per_tensor_default_29" [id=228, type="dequantize_per_tensor"]; -"229 flatten" [id=229, type=flatten]; -"230 linear_scale_0" [id=230, type="get_attr"]; -"231 linear_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 linear" [id=235, type=linear]; -"236 output" [id=236, type=output]; -"0 fc_bias" -> "235 linear" [style=solid, label="(1000,)"]; +"37 dequantize_per_tensor_default_31" [id=37, type="dequantize_per_tensor"]; +"38 dequantize_per_tensor_default_30" [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_5" [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, 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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_10" [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_35" [id=94, type="dequantize_per_tensor"]; +"95 dequantize_per_tensor_default_34" [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_12" [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_13" [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_37" [id=118, type="dequantize_per_tensor"]; +"119 dequantize_per_tensor_default_36" [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_15" [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_16" [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_17" [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_39" [id=151, type="dequantize_per_tensor"]; +"152 dequantize_per_tensor_default_38" [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_19" [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_20" [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_41" [id=175, type="dequantize_per_tensor"]; +"176 dequantize_per_tensor_default_40" [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_22" [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_23" [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_24" [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_43" [id=208, type="dequantize_per_tensor"]; +"209 dequantize_per_tensor_default_42" [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_26" [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_27" [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_28" [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_29" [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" [style=solid, label="(1000,)"]; "1 x" -> "2 quantize_per_tensor_default" [style=solid, label="(1, 3, 224, 224)"]; "2 quantize_per_tensor_default" -> "3 dequantize_per_tensor_default" [style=solid, label="(1, 3, 224, 224)"]; "3 dequantize_per_tensor_default" -> "10 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -279,247 +286,254 @@ strict digraph { "33 dequantize_per_tensor_default_3" -> "34 add_" [style=solid, label="(1, 64, 56, 56)"]; "34 add_" -> "35 relu__2" [style=solid, label="(1, 64, 56, 56)"]; "35 relu__2" -> "36 quantize_per_tensor_default_4" [style=solid, label="(1, 64, 56, 56)"]; -"36 quantize_per_tensor_default_4" -> "37 dequantize_per_tensor_default_4" [style=solid, label="(1, 64, 56, 56)"]; -"37 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[style=solid, label="(256, 128, 1, 1)"]; +"144 dequantize_per_channel_default_12" -> "145 conv2d_12" [style=solid, label="(256, 128, 1, 1)"]; +"145 conv2d_12" -> "146 quantize_per_tensor_default_17" [style=solid, label="(1, 256, 14, 14)"]; +"146 quantize_per_tensor_default_17" -> "147 dequantize_per_tensor_default_17" [style=solid, label="(1, 256, 14, 14)"]; +"147 dequantize_per_tensor_default_17" -> "148 add__4" [style=solid, label="(1, 256, 14, 14)"]; +"148 add__4" -> "149 relu__10" [style=solid, label="(1, 256, 14, 14)"]; +"149 relu__10" -> "150 quantize_per_tensor_default_18" [style=solid, label="(1, 256, 14, 14)"]; +"150 quantize_per_tensor_default_18" -> "151 dequantize_per_tensor_default_39" [style=solid, label="(1, 256, 14, 14)"]; +"150 quantize_per_tensor_default_18" -> "152 dequantize_per_tensor_default_38" [style=solid, label="(1, 256, 14, 14)"]; +"151 dequantize_per_tensor_default_39" -> "172 add__5" [style=solid, label="(1, 256, 14, 14)"]; +"152 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14)"]; +"160 relu__11" -> "161 quantize_per_tensor_default_19" [style=solid, label="(1, 256, 14, 14)"]; +"161 quantize_per_tensor_default_19" -> "162 dequantize_per_tensor_default_19" [style=solid, label="(1, 256, 14, 14)"]; +"162 dequantize_per_tensor_default_19" -> "169 conv2d_14" [style=solid, label="(1, 256, 14, 14)"]; +"163 layer3_1_conv2_weight_bias" -> "169 conv2d_14" [style=solid, label="(256,)"]; +"164 conv2d_14_scale_0" -> "167 quantize_per_channel_default_14" [style=solid, label="(256,)"]; +"164 conv2d_14_scale_0" -> "168 dequantize_per_channel_default_14" [style=solid, label="(256,)"]; +"165 conv2d_14_zero_point_0" -> "167 quantize_per_channel_default_14" [style=solid, label="(256,)"]; +"165 conv2d_14_zero_point_0" -> "168 dequantize_per_channel_default_14" [style=solid, label="(256,)"]; +"166 compressed_weight_updated_constant14" -> "167 quantize_per_channel_default_14" [style=solid, label="(256, 256, 3, 3)"]; +"167 quantize_per_channel_default_14" -> "168 dequantize_per_channel_default_14" [style=solid, label="(256, 256, 3, 3)"]; +"168 dequantize_per_channel_default_14" -> "169 conv2d_14" [style=solid, label="(256, 256, 3, 3)"]; +"169 conv2d_14" -> "170 quantize_per_tensor_default_20" [style=solid, label="(1, 256, 14, 14)"]; +"170 quantize_per_tensor_default_20" -> "171 dequantize_per_tensor_default_20" [style=solid, label="(1, 256, 14, 14)"]; +"171 dequantize_per_tensor_default_20" -> "172 add__5" [style=solid, label="(1, 256, 14, 14)"]; +"172 add__5" -> "173 relu__12" [style=solid, label="(1, 256, 14, 14)"]; +"173 relu__12" -> "174 quantize_per_tensor_default_21" [style=solid, label="(1, 256, 14, 14)"]; +"174 quantize_per_tensor_default_21" -> "175 dequantize_per_tensor_default_41" [style=solid, label="(1, 256, 14, 14)"]; +"174 quantize_per_tensor_default_21" -> "176 dequantize_per_tensor_default_40" [style=solid, label="(1, 256, 14, 14)"]; +"175 dequantize_per_tensor_default_41" -> "202 conv2d_17" [style=solid, label="(1, 256, 14, 14)"]; +"176 dequantize_per_tensor_default_40" -> "183 conv2d_15" [style=solid, label="(1, 256, 14, 14)"]; +"177 layer4_0_conv1_weight_bias" -> "183 conv2d_15" [style=solid, label="(512,)"]; +"178 conv2d_15_scale_0" -> "181 quantize_per_channel_default_15" [style=solid, label="(512,)"]; +"178 conv2d_15_scale_0" -> "182 dequantize_per_channel_default_15" [style=solid, label="(512,)"]; +"179 conv2d_15_zero_point_0" -> "181 quantize_per_channel_default_15" [style=solid, label="(512,)"]; +"179 conv2d_15_zero_point_0" -> "182 dequantize_per_channel_default_15" [style=solid, label="(512,)"]; +"180 compressed_weight_updated_constant15" -> "181 quantize_per_channel_default_15" [style=solid, label="(512, 256, 3, 3)"]; +"181 quantize_per_channel_default_15" -> "182 dequantize_per_channel_default_15" [style=solid, label="(512, 256, 3, 3)"]; +"182 dequantize_per_channel_default_15" -> "183 conv2d_15" [style=solid, label="(512, 256, 3, 3)"]; +"183 conv2d_15" -> "184 relu__13" [style=solid, label="(1, 512, 7, 7)"]; +"184 relu__13" -> "185 quantize_per_tensor_default_22" [style=solid, label="(1, 512, 7, 7)"]; +"185 quantize_per_tensor_default_22" -> "186 dequantize_per_tensor_default_22" [style=solid, label="(1, 512, 7, 7)"]; +"186 dequantize_per_tensor_default_22" -> "193 conv2d_16" [style=solid, label="(1, 512, 7, 7)"]; +"187 layer4_0_conv2_weight_bias" -> "193 conv2d_16" [style=solid, label="(512,)"]; +"188 conv2d_16_scale_0" -> "191 quantize_per_channel_default_16" [style=solid, label="(512,)"]; +"188 conv2d_16_scale_0" -> "192 dequantize_per_channel_default_16" [style=solid, label="(512,)"]; +"189 conv2d_16_zero_point_0" -> "191 quantize_per_channel_default_16" [style=solid, label="(512,)"]; +"189 conv2d_16_zero_point_0" -> "192 dequantize_per_channel_default_16" [style=solid, label="(512,)"]; +"190 compressed_weight_updated_constant16" -> "191 quantize_per_channel_default_16" [style=solid, label="(512, 512, 3, 3)"]; +"191 quantize_per_channel_default_16" -> "192 dequantize_per_channel_default_16" [style=solid, label="(512, 512, 3, 3)"]; +"192 dequantize_per_channel_default_16" -> "193 conv2d_16" [style=solid, label="(512, 512, 3, 3)"]; +"193 conv2d_16" -> "194 quantize_per_tensor_default_23" [style=solid, label="(1, 512, 7, 7)"]; +"194 quantize_per_tensor_default_23" -> "195 dequantize_per_tensor_default_23" [style=solid, label="(1, 512, 7, 7)"]; +"195 dequantize_per_tensor_default_23" -> "205 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"196 layer4_0_downsample_0_weight_bias" -> "202 conv2d_17" [style=solid, label="(512,)"]; +"197 conv2d_17_scale_0" -> "200 quantize_per_channel_default_17" [style=solid, label="(512,)"]; +"197 conv2d_17_scale_0" -> "201 dequantize_per_channel_default_17" [style=solid, label="(512,)"]; +"198 conv2d_17_zero_point_0" -> "200 quantize_per_channel_default_17" [style=solid, label="(512,)"]; +"198 conv2d_17_zero_point_0" -> "201 dequantize_per_channel_default_17" [style=solid, label="(512,)"]; +"199 compressed_weight_updated_constant17" -> "200 quantize_per_channel_default_17" [style=solid, label="(512, 256, 1, 1)"]; +"200 quantize_per_channel_default_17" -> "201 dequantize_per_channel_default_17" [style=solid, label="(512, 256, 1, 1)"]; +"201 dequantize_per_channel_default_17" -> "202 conv2d_17" [style=solid, label="(512, 256, 1, 1)"]; +"202 conv2d_17" -> "203 quantize_per_tensor_default_24" [style=solid, label="(1, 512, 7, 7)"]; +"203 quantize_per_tensor_default_24" -> "204 dequantize_per_tensor_default_24" [style=solid, label="(1, 512, 7, 7)"]; +"204 dequantize_per_tensor_default_24" -> "205 add__6" [style=solid, label="(1, 512, 7, 7)"]; +"205 add__6" -> "206 relu__14" [style=solid, label="(1, 512, 7, 7)"]; +"206 relu__14" -> "207 quantize_per_tensor_default_25" [style=solid, label="(1, 512, 7, 7)"]; +"207 quantize_per_tensor_default_25" -> "208 dequantize_per_tensor_default_43" [style=solid, label="(1, 512, 7, 7)"]; +"207 quantize_per_tensor_default_25" -> "209 dequantize_per_tensor_default_42" [style=solid, label="(1, 512, 7, 7)"]; +"208 dequantize_per_tensor_default_43" -> "229 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"209 dequantize_per_tensor_default_42" -> "216 conv2d_18" [style=solid, label="(1, 512, 7, 7)"]; +"210 layer4_1_conv1_weight_bias" -> "216 conv2d_18" [style=solid, label="(512,)"]; +"211 conv2d_18_scale_0" -> "214 quantize_per_channel_default_18" [style=solid, label="(512,)"]; +"211 conv2d_18_scale_0" -> "215 dequantize_per_channel_default_18" [style=solid, label="(512,)"]; +"212 conv2d_18_zero_point_0" -> "214 quantize_per_channel_default_18" [style=solid, label="(512,)"]; +"212 conv2d_18_zero_point_0" -> "215 dequantize_per_channel_default_18" [style=solid, label="(512,)"]; +"213 compressed_weight_updated_constant18" -> "214 quantize_per_channel_default_18" [style=solid, label="(512, 512, 3, 3)"]; +"214 quantize_per_channel_default_18" -> "215 dequantize_per_channel_default_18" [style=solid, label="(512, 512, 3, 3)"]; +"215 dequantize_per_channel_default_18" -> "216 conv2d_18" [style=solid, label="(512, 512, 3, 3)"]; +"216 conv2d_18" -> "217 relu__15" [style=solid, label="(1, 512, 7, 7)"]; +"217 relu__15" -> "218 quantize_per_tensor_default_26" [style=solid, label="(1, 512, 7, 7)"]; +"218 quantize_per_tensor_default_26" -> "219 dequantize_per_tensor_default_26" [style=solid, label="(1, 512, 7, 7)"]; +"219 dequantize_per_tensor_default_26" -> "226 conv2d_19" [style=solid, label="(1, 512, 7, 7)"]; +"220 layer4_1_conv2_weight_bias" -> "226 conv2d_19" [style=solid, label="(512,)"]; +"221 conv2d_19_scale_0" -> "224 quantize_per_channel_default_19" [style=solid, label="(512,)"]; +"221 conv2d_19_scale_0" -> "225 dequantize_per_channel_default_19" [style=solid, label="(512,)"]; +"222 conv2d_19_zero_point_0" -> "224 quantize_per_channel_default_19" [style=solid, label="(512,)"]; +"222 conv2d_19_zero_point_0" -> "225 dequantize_per_channel_default_19" [style=solid, label="(512,)"]; +"223 compressed_weight_updated_constant19" -> "224 quantize_per_channel_default_19" [style=solid, label="(512, 512, 3, 3)"]; +"224 quantize_per_channel_default_19" -> "225 dequantize_per_channel_default_19" [style=solid, label="(512, 512, 3, 3)"]; +"225 dequantize_per_channel_default_19" -> "226 conv2d_19" [style=solid, label="(512, 512, 3, 3)"]; +"226 conv2d_19" -> "227 quantize_per_tensor_default_27" [style=solid, label="(1, 512, 7, 7)"]; +"227 quantize_per_tensor_default_27" -> "228 dequantize_per_tensor_default_27" [style=solid, label="(1, 512, 7, 7)"]; +"228 dequantize_per_tensor_default_27" -> "229 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"229 add__7" -> "230 relu__16" [style=solid, label="(1, 512, 7, 7)"]; +"230 relu__16" -> "231 quantize_per_tensor_default_28" [style=solid, label="(1, 512, 7, 7)"]; +"231 quantize_per_tensor_default_28" -> "232 dequantize_per_tensor_default_28" [style=solid, label="(1, 512, 7, 7)"]; +"232 dequantize_per_tensor_default_28" -> "233 adaptive_avg_pool2d" [style=solid, label="(1, 512, 7, 7)"]; +"233 adaptive_avg_pool2d" -> "234 quantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"234 quantize_per_tensor_default_29" -> "235 dequantize_per_tensor_default_29" [style=solid, label="(1, 512, 1, 1)"]; +"235 dequantize_per_tensor_default_29" -> "236 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"236 flatten" -> "242 linear" [style=solid, label="(1, 512)"]; +"237 linear_scale_0" -> "240 quantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"237 linear_scale_0" -> "241 dequantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"238 linear_zero_point_0" -> "240 quantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"238 linear_zero_point_0" -> "241 dequantize_per_channel_default_20" [style=solid, label="(1000,)"]; +"239 compressed_weight_updated_constant20" -> "240 quantize_per_channel_default_20" [style=solid, label="(1000, 512)"]; +"240 quantize_per_channel_default_20" -> "241 dequantize_per_channel_default_20" [style=solid, label="(1000, 512)"]; +"241 dequantize_per_channel_default_20" -> "242 linear" [style=solid, label="(1000, 512)"]; +"242 linear" -> "243 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/quantized/synthetic_transformer.dot b/tests/torch2/data/fx/quantized/synthetic_transformer.dot index 4df2f65a775..a6cd7856e93 100644 --- a/tests/torch2/data/fx/quantized/synthetic_transformer.dot +++ b/tests/torch2/data/fx/quantized/synthetic_transformer.dot @@ -1,53 +1,53 @@ -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 compressed_weight_updated_constant0" [id=10, type=get_attr]; -"11 quantize_per_channel_default" [id=11, type=quantize_per_channel]; -"12 dequantize_per_channel_default" [id=12, type=dequantize_per_channel]; +"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 compressed_weight_updated_constant0" [id=10, type="get_attr"]; +"11 quantize_per_channel_default" [id=11, type="quantize_per_channel"]; +"12 dequantize_per_channel_default" [id=12, type="dequantize_per_channel"]; "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 linear_1_scale_0" [id=17, type=get_attr]; -"18 linear_1_zero_point_0" [id=18, type=get_attr]; -"19 compressed_weight_updated_constant1" [id=19, type=get_attr]; -"20 quantize_per_channel_default_1" [id=20, type=quantize_per_channel]; -"21 dequantize_per_channel_default_1" [id=21, type=dequantize_per_channel]; +"14 linear_0_0_nncf_smooth_quant_0" [id=14, type="call_module"]; +"15 quantize_per_tensor_default_1" [id=15, type="quantize_per_tensor"]; +"16 dequantize_per_tensor_default_1" [id=16, type="dequantize_per_tensor"]; +"17 linear_1_scale_0" [id=17, type="get_attr"]; +"18 linear_1_zero_point_0" [id=18, type="get_attr"]; +"19 compressed_weight_updated_constant1" [id=19, type="get_attr"]; +"20 quantize_per_channel_default_1" [id=20, type="quantize_per_channel"]; +"21 dequantize_per_channel_default_1" [id=21, type="dequantize_per_channel"]; "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 linear_scale_0" -> "11 quantize_per_channel_default" [label="(5,)", style=solid]; -"8 linear_scale_0" -> "12 dequantize_per_channel_default" [label="(5,)", style=solid]; -"9 linear_zero_point_0" -> "11 quantize_per_channel_default" [label="(5,)", style=solid]; -"9 linear_zero_point_0" -> "12 dequantize_per_channel_default" [label="(5,)", style=solid]; -"10 compressed_weight_updated_constant0" -> "11 quantize_per_channel_default" [label="(5, 5)", style=solid]; -"11 quantize_per_channel_default" -> "12 dequantize_per_channel_default" [label="(5, 5)", style=solid]; -"12 dequantize_per_channel_default" -> "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 linear_1_scale_0" -> "20 quantize_per_channel_default_1" [label="(10,)", style=solid]; -"17 linear_1_scale_0" -> "21 dequantize_per_channel_default_1" [label="(10,)", style=solid]; -"18 linear_1_zero_point_0" -> "20 quantize_per_channel_default_1" [label="(10,)", style=solid]; -"18 linear_1_zero_point_0" -> "21 dequantize_per_channel_default_1" [label="(10,)", style=solid]; -"19 compressed_weight_updated_constant1" -> "20 quantize_per_channel_default_1" [label="(10, 5)", style=solid]; -"20 quantize_per_channel_default_1" -> "21 dequantize_per_channel_default_1" [label="(10, 5)", style=solid]; -"21 dequantize_per_channel_default_1" -> "22 linear_1" [label="(10, 5)", style=solid]; -"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_default" [style=solid, label="(5, 5)"]; +"6 quantize_per_tensor_default" -> "7 dequantize_per_tensor_default" [style=solid, label="(5, 5)"]; +"7 dequantize_per_tensor_default" -> "13 linear" [style=solid, label="(5, 5)"]; +"8 linear_scale_0" -> "11 quantize_per_channel_default" [style=solid, label="(5,)"]; +"8 linear_scale_0" -> "12 dequantize_per_channel_default" [style=solid, label="(5,)"]; +"9 linear_zero_point_0" -> "11 quantize_per_channel_default" [style=solid, label="(5,)"]; +"9 linear_zero_point_0" -> "12 dequantize_per_channel_default" [style=solid, label="(5,)"]; +"10 compressed_weight_updated_constant0" -> "11 quantize_per_channel_default" [style=solid, label="(5, 5)"]; +"11 quantize_per_channel_default" -> "12 dequantize_per_channel_default" [style=solid, label="(5, 5)"]; +"12 dequantize_per_channel_default" -> "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_default_1" [style=solid, label="(5, 5)"]; +"15 quantize_per_tensor_default_1" -> "16 dequantize_per_tensor_default_1" [style=solid, label="(5, 5)"]; +"16 dequantize_per_tensor_default_1" -> "22 linear_1" [style=solid, label="(5, 5)"]; +"17 linear_1_scale_0" -> "20 quantize_per_channel_default_1" [style=solid, label="(10,)"]; +"17 linear_1_scale_0" -> "21 dequantize_per_channel_default_1" [style=solid, label="(10,)"]; +"18 linear_1_zero_point_0" -> "20 quantize_per_channel_default_1" [style=solid, label="(10,)"]; +"18 linear_1_zero_point_0" -> "21 dequantize_per_channel_default_1" [style=solid, label="(10,)"]; +"19 compressed_weight_updated_constant1" -> "20 quantize_per_channel_default_1" [style=solid, label="(10, 5)"]; +"20 quantize_per_channel_default_1" -> "21 dequantize_per_channel_default_1" [style=solid, label="(10, 5)"]; +"21 dequantize_per_channel_default_1" -> "22 linear_1" [style=solid, label="(10, 5)"]; +"22 linear_1" -> "23 output" [style=solid, label="(5, 10)"]; } diff --git a/tests/torch2/data/fx/quantized/unet.dot b/tests/torch2/data/fx/quantized/unet.dot index ae72232ad98..48c6359942a 100644 --- a/tests/torch2/data/fx/quantized/unet.dot +++ b/tests/torch2/data/fx/quantized/unet.dot @@ -42,237 +42,241 @@ strict digraph { "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" [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"]; -"217 dequantize_per_channel_default_19" [id=217, type="dequantize_per_channel"]; -"218 conv_transpose2d_3" [id=218, type="conv_transpose2d"]; -"219 quantize_per_tensor_default_1" [id=219, type="quantize_per_tensor"]; -"220 dequantize_per_tensor_default_1" [id=220, type="dequantize_per_tensor"]; -"221 slice_13" [id=221, type=slice]; -"222 slice_14" [id=222, type=slice]; -"223 slice_15" [id=223, type=slice]; -"224 slice_16" [id=224, type=slice]; -"225 cat_3" [id=225, type=cat]; -"226 conv2d_16_scale_0" [id=226, type="get_attr"]; -"227 conv2d_16_zero_point_0" [id=227, type="get_attr"]; -"228 compressed_weight_updated_constant20" [id=228, type="get_attr"]; -"229 quantize_per_channel_default_20" [id=229, type="quantize_per_channel"]; -"230 dequantize_per_channel_default_20" [id=230, type="dequantize_per_channel"]; -"231 conv2d_16" [id=231, type=conv2d]; -"232 relu_16" [id=232, type=relu]; -"233 quantize_per_tensor_default_21" [id=233, type="quantize_per_tensor"]; -"234 dequantize_per_tensor_default_21" [id=234, type="dequantize_per_tensor"]; -"235 conv2d_17_scale_0" [id=235, type="get_attr"]; -"236 conv2d_17_zero_point_0" [id=236, type="get_attr"]; -"237 compressed_weight_updated_constant21" [id=237, type="get_attr"]; -"238 quantize_per_channel_default_21" [id=238, type="quantize_per_channel"]; -"239 dequantize_per_channel_default_21" [id=239, type="dequantize_per_channel"]; -"240 conv2d_17" [id=240, type=conv2d]; -"241 relu_17" [id=241, type=relu]; -"242 quantize_per_tensor_default_22" [id=242, type="quantize_per_tensor"]; -"243 dequantize_per_tensor_default_22" [id=243, type="dequantize_per_tensor"]; -"244 conv2d_18_scale_0" [id=244, type="get_attr"]; -"245 conv2d_18_zero_point_0" [id=245, type="get_attr"]; -"246 compressed_weight_updated_constant22" [id=246, type="get_attr"]; -"247 quantize_per_channel_default_22" [id=247, type="quantize_per_channel"]; -"248 dequantize_per_channel_default_22" [id=248, type="dequantize_per_channel"]; -"249 conv2d_18" [id=249, type=conv2d]; -"250 output" [id=250, type=output]; +"43 dequantize_per_tensor_default_24" [id=43, type="dequantize_per_tensor"]; +"44 dequantize_per_tensor_default_23" [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_10" [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_26" [id=63, type="dequantize_per_tensor"]; +"64 dequantize_per_tensor_default_25" [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_11" [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_28" [id=83, type="dequantize_per_tensor"]; +"84 dequantize_per_tensor_default_27" [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_12" [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_30" [id=103, type="dequantize_per_tensor"]; +"104 dequantize_per_tensor_default_29" [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_13" [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_14" [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_6" [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_15" [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_16" [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_5" [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_17" [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_18" [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_2" [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_19" [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_20" [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_1" [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_21" [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_22" [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" [style=solid, label="(64,)"]; "1 down_path_0_block_3_bias" -> "40 conv2d_1" [style=solid, label="(64,)"]; -"2 down_path_1_block_0_bias" -> "50 conv2d_2" [style=solid, label="(128,)"]; -"3 down_path_1_block_3_bias" -> "59 conv2d_3" [style=solid, label="(128,)"]; -"4 down_path_2_block_0_bias" -> "69 conv2d_4" [style=solid, label="(256,)"]; -"5 down_path_2_block_3_bias" -> "78 conv2d_5" [style=solid, label="(256,)"]; -"6 down_path_3_block_0_bias" -> "88 conv2d_6" [style=solid, label="(512,)"]; -"7 down_path_3_block_3_bias" -> "97 conv2d_7" [style=solid, label="(512,)"]; -"8 down_path_4_block_0_bias" -> "107 conv2d_8" [style=solid, label="(1024,)"]; -"9 down_path_4_block_3_bias" -> "116 conv2d_9" [style=solid, label="(1024,)"]; -"10 up_path_0_up_bias" -> "125 conv_transpose2d" [style=solid, label="(512,)"]; -"11 up_path_0_conv_block_block_0_bias" -> "138 conv2d_10" [style=solid, label="(512,)"]; -"12 up_path_0_conv_block_block_3_bias" -> "147 conv2d_11" [style=solid, label="(512,)"]; -"13 up_path_1_up_bias" -> "156 conv_transpose2d_1" [style=solid, label="(256,)"]; -"14 up_path_1_conv_block_block_0_bias" -> "169 conv2d_12" [style=solid, label="(256,)"]; -"15 up_path_1_conv_block_block_3_bias" -> "178 conv2d_13" [style=solid, label="(256,)"]; -"16 up_path_2_up_bias" -> "187 conv_transpose2d_2" [style=solid, label="(128,)"]; -"17 up_path_2_conv_block_block_0_bias" -> "200 conv2d_14" [style=solid, label="(128,)"]; -"18 up_path_2_conv_block_block_3_bias" -> "209 conv2d_15" [style=solid, label="(128,)"]; -"19 up_path_3_up_bias" -> "218 conv_transpose2d_3" [style=solid, label="(64,)"]; -"20 up_path_3_conv_block_block_0_bias" -> "231 conv2d_16" [style=solid, label="(64,)"]; -"21 up_path_3_conv_block_block_3_bias" -> "240 conv2d_17" [style=solid, label="(64,)"]; -"22 last_bias" -> "249 conv2d_18" [style=solid, label="(12,)"]; +"2 down_path_1_block_0_bias" -> "51 conv2d_2" [style=solid, label="(128,)"]; +"3 down_path_1_block_3_bias" -> "60 conv2d_3" [style=solid, label="(128,)"]; +"4 down_path_2_block_0_bias" -> "71 conv2d_4" [style=solid, label="(256,)"]; +"5 down_path_2_block_3_bias" -> "80 conv2d_5" [style=solid, label="(256,)"]; +"6 down_path_3_block_0_bias" -> "91 conv2d_6" [style=solid, label="(512,)"]; +"7 down_path_3_block_3_bias" -> "100 conv2d_7" [style=solid, label="(512,)"]; +"8 down_path_4_block_0_bias" -> "111 conv2d_8" [style=solid, label="(1024,)"]; +"9 down_path_4_block_3_bias" -> "120 conv2d_9" [style=solid, label="(1024,)"]; +"10 up_path_0_up_bias" -> "129 conv_transpose2d" [style=solid, label="(512,)"]; +"11 up_path_0_conv_block_block_0_bias" -> "142 conv2d_10" [style=solid, label="(512,)"]; +"12 up_path_0_conv_block_block_3_bias" -> "151 conv2d_11" [style=solid, label="(512,)"]; +"13 up_path_1_up_bias" -> "160 conv_transpose2d_1" [style=solid, label="(256,)"]; +"14 up_path_1_conv_block_block_0_bias" -> "173 conv2d_12" [style=solid, label="(256,)"]; +"15 up_path_1_conv_block_block_3_bias" -> "182 conv2d_13" [style=solid, label="(256,)"]; +"16 up_path_2_up_bias" -> "191 conv_transpose2d_2" [style=solid, label="(128,)"]; +"17 up_path_2_conv_block_block_0_bias" -> "204 conv2d_14" [style=solid, label="(128,)"]; +"18 up_path_2_conv_block_block_3_bias" -> "213 conv2d_15" [style=solid, label="(128,)"]; +"19 up_path_3_up_bias" -> "222 conv_transpose2d_3" [style=solid, label="(64,)"]; +"20 up_path_3_conv_block_block_0_bias" -> "235 conv2d_16" [style=solid, label="(64,)"]; +"21 up_path_3_conv_block_block_3_bias" -> "244 conv2d_17" [style=solid, label="(64,)"]; +"22 last_bias" -> "253 conv2d_18" [style=solid, label="(12,)"]; "23 x" -> "24 quantize_per_tensor_default_8" [style=solid, label="(1, 3, 224, 224)"]; "24 quantize_per_tensor_default_8" -> "25 dequantize_per_tensor_default_8" [style=solid, label="(1, 3, 224, 224)"]; "25 dequantize_per_tensor_default_8" -> "31 conv2d" [style=solid, label="(1, 3, 224, 224)"]; @@ -296,258 +300,262 @@ strict digraph { "39 dequantize_per_channel_default_1" -> "40 conv2d_1" [style=solid, label="(64, 64, 3, 3)"]; "40 conv2d_1" -> "41 relu_1" [style=solid, label="(1, 64, 220, 220)"]; "41 relu_1" -> "42 quantize_per_tensor_default" [style=solid, label="(1, 64, 220, 220)"]; -"42 quantize_per_tensor_default" -> "43 dequantize_per_tensor_default" [style=solid, label="(1, 64, 220, 220)"]; -"43 dequantize_per_tensor_default" -> "44 max_pool2d" [style=solid, label="(1, 64, 220, 220)"]; -"43 dequantize_per_tensor_default" -> "221 slice_13" [style=solid, label="(1, 64, 220, 220)"]; -"44 max_pool2d" -> "50 conv2d_2" [style=solid, label="(1, 64, 110, 110)"]; -"45 conv2d_2_scale_0" -> "48 quantize_per_channel_default_2" [style=solid, label="(128,)"]; -"45 conv2d_2_scale_0" -> "49 dequantize_per_channel_default_2" [style=solid, label="(128,)"]; -"46 conv2d_2_zero_point_0" -> "48 quantize_per_channel_default_2" [style=solid, label="(128,)"]; -"46 conv2d_2_zero_point_0" -> "49 dequantize_per_channel_default_2" [style=solid, label="(128,)"]; -"47 compressed_weight_updated_constant2" -> "48 quantize_per_channel_default_2" [style=solid, label="(128, 64, 3, 3)"]; -"48 quantize_per_channel_default_2" -> "49 dequantize_per_channel_default_2" [style=solid, label="(128, 64, 3, 3)"]; -"49 dequantize_per_channel_default_2" -> "50 conv2d_2" [style=solid, label="(128, 64, 3, 3)"]; -"50 conv2d_2" -> "51 relu_2" [style=solid, label="(1, 128, 108, 108)"]; -"51 relu_2" -> "52 quantize_per_tensor_default_10" [style=solid, label="(1, 128, 108, 108)"]; -"52 quantize_per_tensor_default_10" -> "53 dequantize_per_tensor_default_10" [style=solid, label="(1, 128, 108, 108)"]; -"53 dequantize_per_tensor_default_10" -> "59 conv2d_3" [style=solid, label="(1, 128, 108, 108)"]; -"54 conv2d_3_scale_0" -> "57 quantize_per_channel_default_3" [style=solid, label="(128,)"]; -"54 conv2d_3_scale_0" -> "58 dequantize_per_channel_default_3" [style=solid, label="(128,)"]; -"55 conv2d_3_zero_point_0" -> "57 quantize_per_channel_default_3" [style=solid, label="(128,)"]; -"55 conv2d_3_zero_point_0" -> "58 dequantize_per_channel_default_3" [style=solid, label="(128,)"]; -"56 compressed_weight_updated_constant3" -> "57 quantize_per_channel_default_3" [style=solid, label="(128, 128, 3, 3)"]; -"57 quantize_per_channel_default_3" -> "58 dequantize_per_channel_default_3" [style=solid, label="(128, 128, 3, 3)"]; -"58 dequantize_per_channel_default_3" -> "59 conv2d_3" [style=solid, label="(128, 128, 3, 3)"]; -"59 conv2d_3" -> "60 relu_3" [style=solid, label="(1, 128, 106, 106)"]; -"60 relu_3" -> "61 quantize_per_tensor_default_3" [style=solid, label="(1, 128, 106, 106)"]; -"61 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quantize_per_channel_default_11" -> "141 dequantize_per_channel_default_11" [style=solid, label="(512, 1024, 3, 3)"]; +"141 dequantize_per_channel_default_11" -> "142 conv2d_10" [style=solid, label="(512, 1024, 3, 3)"]; +"142 conv2d_10" -> "143 relu_10" [style=solid, label="(1, 512, 10, 10)"]; +"143 relu_10" -> "144 quantize_per_tensor_default_15" [style=solid, label="(1, 512, 10, 10)"]; +"144 quantize_per_tensor_default_15" -> "145 dequantize_per_tensor_default_15" [style=solid, label="(1, 512, 10, 10)"]; +"145 dequantize_per_tensor_default_15" -> "151 conv2d_11" [style=solid, label="(1, 512, 10, 10)"]; +"146 conv2d_11_scale_0" -> "149 quantize_per_channel_default_12" [style=solid, label="(512,)"]; +"146 conv2d_11_scale_0" -> "150 dequantize_per_channel_default_12" [style=solid, label="(512,)"]; +"147 conv2d_11_zero_point_0" -> "149 quantize_per_channel_default_12" [style=solid, label="(512,)"]; +"147 conv2d_11_zero_point_0" -> "150 dequantize_per_channel_default_12" [style=solid, label="(512,)"]; +"148 compressed_weight_updated_constant12" -> "149 quantize_per_channel_default_12" [style=solid, label="(512, 512, 3, 3)"]; +"149 quantize_per_channel_default_12" -> "150 dequantize_per_channel_default_12" [style=solid, label="(512, 512, 3, 3)"]; +"150 dequantize_per_channel_default_12" -> "151 conv2d_11" [style=solid, label="(512, 512, 3, 3)"]; +"151 conv2d_11" -> "152 relu_11" [style=solid, label="(1, 512, 8, 8)"]; +"152 relu_11" -> "153 quantize_per_tensor_default_16" [style=solid, label="(1, 512, 8, 8)"]; +"153 quantize_per_tensor_default_16" -> "154 dequantize_per_tensor_default_16" [style=solid, label="(1, 512, 8, 8)"]; +"154 dequantize_per_tensor_default_16" -> "160 conv_transpose2d_1" [style=solid, label="(1, 512, 8, 8)"]; +"155 conv_transpose2d_1_scale_0" -> "158 quantize_per_channel_default_13" [style=solid, label="(512,)"]; +"155 conv_transpose2d_1_scale_0" -> "159 dequantize_per_channel_default_13" [style=solid, label="(512,)"]; +"156 conv_transpose2d_1_zero_point_0" -> "158 quantize_per_channel_default_13" [style=solid, label="(512,)"]; +"156 conv_transpose2d_1_zero_point_0" -> "159 dequantize_per_channel_default_13" [style=solid, label="(512,)"]; +"157 compressed_weight_updated_constant13" -> "158 quantize_per_channel_default_13" [style=solid, label="(512, 256, 2, 2)"]; +"158 quantize_per_channel_default_13" -> "159 dequantize_per_channel_default_13" [style=solid, label="(512, 256, 2, 2)"]; +"159 dequantize_per_channel_default_13" -> "160 conv_transpose2d_1" [style=solid, label="(512, 256, 2, 2)"]; +"160 conv_transpose2d_1" -> "161 quantize_per_tensor_default_5" [style=solid, label="(1, 256, 16, 16)"]; +"161 quantize_per_tensor_default_5" -> "162 dequantize_per_tensor_default_5" [style=solid, label="(1, 256, 16, 16)"]; +"162 dequantize_per_tensor_default_5" -> "167 cat_1" [style=solid, label="(1, 256, 16, 16)"]; +"163 slice_5" -> "164 slice_6" [style=solid, label="(1, 256, 49, 49)"]; +"164 slice_6" -> "165 slice_7" [style=solid, label="(1, 256, 49, 49)"]; +"165 slice_7" -> "166 slice_8" [style=solid, label="(1, 256, 16, 49)"]; +"166 slice_8" -> "167 cat_1" [style=solid, label="(1, 256, 16, 16)"]; +"167 cat_1" -> "173 conv2d_12" [style=solid, label="(1, 512, 16, 16)"]; +"168 conv2d_12_scale_0" -> "171 quantize_per_channel_default_14" [style=solid, label="(256,)"]; +"168 conv2d_12_scale_0" -> "172 dequantize_per_channel_default_14" [style=solid, label="(256,)"]; +"169 conv2d_12_zero_point_0" -> "171 quantize_per_channel_default_14" [style=solid, label="(256,)"]; +"169 conv2d_12_zero_point_0" -> "172 dequantize_per_channel_default_14" [style=solid, label="(256,)"]; +"170 compressed_weight_updated_constant14" -> "171 quantize_per_channel_default_14" [style=solid, label="(256, 512, 3, 3)"]; +"171 quantize_per_channel_default_14" -> "172 dequantize_per_channel_default_14" [style=solid, label="(256, 512, 3, 3)"]; +"172 dequantize_per_channel_default_14" -> "173 conv2d_12" [style=solid, label="(256, 512, 3, 3)"]; +"173 conv2d_12" -> "174 relu_12" [style=solid, label="(1, 256, 14, 14)"]; +"174 relu_12" -> "175 quantize_per_tensor_default_17" [style=solid, label="(1, 256, 14, 14)"]; +"175 quantize_per_tensor_default_17" -> "176 dequantize_per_tensor_default_17" [style=solid, label="(1, 256, 14, 14)"]; +"176 dequantize_per_tensor_default_17" -> "182 conv2d_13" [style=solid, label="(1, 256, 14, 14)"]; +"177 conv2d_13_scale_0" -> "180 quantize_per_channel_default_15" [style=solid, label="(256,)"]; +"177 conv2d_13_scale_0" -> "181 dequantize_per_channel_default_15" [style=solid, label="(256,)"]; +"178 conv2d_13_zero_point_0" -> "180 quantize_per_channel_default_15" [style=solid, label="(256,)"]; +"178 conv2d_13_zero_point_0" -> "181 dequantize_per_channel_default_15" [style=solid, label="(256,)"]; +"179 compressed_weight_updated_constant15" -> "180 quantize_per_channel_default_15" [style=solid, label="(256, 256, 3, 3)"]; +"180 quantize_per_channel_default_15" -> "181 dequantize_per_channel_default_15" [style=solid, label="(256, 256, 3, 3)"]; +"181 dequantize_per_channel_default_15" -> "182 conv2d_13" [style=solid, label="(256, 256, 3, 3)"]; +"182 conv2d_13" -> "183 relu_13" [style=solid, label="(1, 256, 12, 12)"]; +"183 relu_13" -> "184 quantize_per_tensor_default_18" [style=solid, label="(1, 256, 12, 12)"]; +"184 quantize_per_tensor_default_18" -> "185 dequantize_per_tensor_default_18" [style=solid, label="(1, 256, 12, 12)"]; +"185 dequantize_per_tensor_default_18" -> "191 conv_transpose2d_2" [style=solid, label="(1, 256, 12, 12)"]; +"186 conv_transpose2d_2_scale_0" -> "189 quantize_per_channel_default_16" [style=solid, label="(256,)"]; +"186 conv_transpose2d_2_scale_0" -> "190 dequantize_per_channel_default_16" [style=solid, label="(256,)"]; +"187 conv_transpose2d_2_zero_point_0" -> "189 quantize_per_channel_default_16" [style=solid, label="(256,)"]; +"187 conv_transpose2d_2_zero_point_0" -> "190 dequantize_per_channel_default_16" [style=solid, label="(256,)"]; +"188 compressed_weight_updated_constant16" -> "189 quantize_per_channel_default_16" [style=solid, label="(256, 128, 2, 2)"]; +"189 quantize_per_channel_default_16" -> "190 dequantize_per_channel_default_16" [style=solid, label="(256, 128, 2, 2)"]; +"190 dequantize_per_channel_default_16" -> "191 conv_transpose2d_2" [style=solid, label="(256, 128, 2, 2)"]; +"191 conv_transpose2d_2" -> "192 quantize_per_tensor_default_2" [style=solid, label="(1, 128, 24, 24)"]; +"192 quantize_per_tensor_default_2" -> "193 dequantize_per_tensor_default_2" [style=solid, label="(1, 128, 24, 24)"]; +"193 dequantize_per_tensor_default_2" -> "198 cat_2" [style=solid, label="(1, 128, 24, 24)"]; +"194 slice_9" -> "195 slice_10" [style=solid, label="(1, 128, 106, 106)"]; +"195 slice_10" -> "196 slice_11" [style=solid, label="(1, 128, 106, 106)"]; +"196 slice_11" -> "197 slice_12" [style=solid, label="(1, 128, 24, 106)"]; +"197 slice_12" -> "198 cat_2" [style=solid, label="(1, 128, 24, 24)"]; +"198 cat_2" -> "204 conv2d_14" [style=solid, label="(1, 256, 24, 24)"]; +"199 conv2d_14_scale_0" -> "202 quantize_per_channel_default_17" [style=solid, label="(128,)"]; +"199 conv2d_14_scale_0" -> "203 dequantize_per_channel_default_17" [style=solid, label="(128,)"]; +"200 conv2d_14_zero_point_0" -> "202 quantize_per_channel_default_17" [style=solid, label="(128,)"]; +"200 conv2d_14_zero_point_0" -> "203 dequantize_per_channel_default_17" [style=solid, label="(128,)"]; +"201 compressed_weight_updated_constant17" -> "202 quantize_per_channel_default_17" [style=solid, label="(128, 256, 3, 3)"]; +"202 quantize_per_channel_default_17" -> "203 dequantize_per_channel_default_17" [style=solid, label="(128, 256, 3, 3)"]; +"203 dequantize_per_channel_default_17" -> "204 conv2d_14" [style=solid, label="(128, 256, 3, 3)"]; +"204 conv2d_14" -> "205 relu_14" [style=solid, label="(1, 128, 22, 22)"]; +"205 relu_14" -> "206 quantize_per_tensor_default_19" [style=solid, label="(1, 128, 22, 22)"]; +"206 quantize_per_tensor_default_19" -> "207 dequantize_per_tensor_default_19" [style=solid, label="(1, 128, 22, 22)"]; +"207 dequantize_per_tensor_default_19" -> "213 conv2d_15" [style=solid, label="(1, 128, 22, 22)"]; +"208 conv2d_15_scale_0" -> "211 quantize_per_channel_default_18" [style=solid, label="(128,)"]; +"208 conv2d_15_scale_0" -> "212 dequantize_per_channel_default_18" [style=solid, label="(128,)"]; +"209 conv2d_15_zero_point_0" -> "211 quantize_per_channel_default_18" [style=solid, label="(128,)"]; +"209 conv2d_15_zero_point_0" -> "212 dequantize_per_channel_default_18" [style=solid, label="(128,)"]; +"210 compressed_weight_updated_constant18" -> "211 quantize_per_channel_default_18" [style=solid, label="(128, 128, 3, 3)"]; +"211 quantize_per_channel_default_18" -> "212 dequantize_per_channel_default_18" [style=solid, label="(128, 128, 3, 3)"]; +"212 dequantize_per_channel_default_18" -> "213 conv2d_15" [style=solid, label="(128, 128, 3, 3)"]; +"213 conv2d_15" -> "214 relu_15" [style=solid, label="(1, 128, 20, 20)"]; +"214 relu_15" -> "215 quantize_per_tensor_default_20" [style=solid, label="(1, 128, 20, 20)"]; +"215 quantize_per_tensor_default_20" -> "216 dequantize_per_tensor_default_20" [style=solid, label="(1, 128, 20, 20)"]; +"216 dequantize_per_tensor_default_20" -> "222 conv_transpose2d_3" [style=solid, label="(1, 128, 20, 20)"]; +"217 conv_transpose2d_3_scale_0" -> "220 quantize_per_channel_default_19" [style=solid, label="(128,)"]; +"217 conv_transpose2d_3_scale_0" -> "221 dequantize_per_channel_default_19" [style=solid, label="(128,)"]; +"218 conv_transpose2d_3_zero_point_0" -> "220 quantize_per_channel_default_19" [style=solid, label="(128,)"]; +"218 conv_transpose2d_3_zero_point_0" -> "221 dequantize_per_channel_default_19" [style=solid, label="(128,)"]; +"219 compressed_weight_updated_constant19" -> "220 quantize_per_channel_default_19" [style=solid, label="(128, 64, 2, 2)"]; +"220 quantize_per_channel_default_19" -> "221 dequantize_per_channel_default_19" [style=solid, label="(128, 64, 2, 2)"]; +"221 dequantize_per_channel_default_19" -> "222 conv_transpose2d_3" [style=solid, label="(128, 64, 2, 2)"]; +"222 conv_transpose2d_3" -> "223 quantize_per_tensor_default_1" [style=solid, label="(1, 64, 40, 40)"]; +"223 quantize_per_tensor_default_1" -> "224 dequantize_per_tensor_default_1" [style=solid, label="(1, 64, 40, 40)"]; +"224 dequantize_per_tensor_default_1" -> "229 cat_3" [style=solid, label="(1, 64, 40, 40)"]; +"225 slice_13" -> "226 slice_14" [style=solid, label="(1, 64, 220, 220)"]; +"226 slice_14" -> "227 slice_15" [style=solid, label="(1, 64, 220, 220)"]; +"227 slice_15" -> "228 slice_16" [style=solid, label="(1, 64, 40, 220)"]; +"228 slice_16" -> "229 cat_3" [style=solid, label="(1, 64, 40, 40)"]; +"229 cat_3" -> "235 conv2d_16" [style=solid, label="(1, 128, 40, 40)"]; +"230 conv2d_16_scale_0" -> "233 quantize_per_channel_default_20" [style=solid, label="(64,)"]; +"230 conv2d_16_scale_0" -> "234 dequantize_per_channel_default_20" [style=solid, label="(64,)"]; +"231 conv2d_16_zero_point_0" -> "233 quantize_per_channel_default_20" [style=solid, label="(64,)"]; +"231 conv2d_16_zero_point_0" -> "234 dequantize_per_channel_default_20" [style=solid, label="(64,)"]; +"232 compressed_weight_updated_constant20" -> "233 quantize_per_channel_default_20" [style=solid, label="(64, 128, 3, 3)"]; +"233 quantize_per_channel_default_20" -> "234 dequantize_per_channel_default_20" [style=solid, label="(64, 128, 3, 3)"]; +"234 dequantize_per_channel_default_20" -> "235 conv2d_16" [style=solid, label="(64, 128, 3, 3)"]; +"235 conv2d_16" -> "236 relu_16" [style=solid, label="(1, 64, 38, 38)"]; +"236 relu_16" -> "237 quantize_per_tensor_default_21" [style=solid, label="(1, 64, 38, 38)"]; +"237 quantize_per_tensor_default_21" -> "238 dequantize_per_tensor_default_21" [style=solid, label="(1, 64, 38, 38)"]; +"238 dequantize_per_tensor_default_21" -> "244 conv2d_17" [style=solid, label="(1, 64, 38, 38)"]; +"239 conv2d_17_scale_0" -> "242 quantize_per_channel_default_21" [style=solid, label="(64,)"]; +"239 conv2d_17_scale_0" -> "243 dequantize_per_channel_default_21" [style=solid, label="(64,)"]; +"240 conv2d_17_zero_point_0" -> "242 quantize_per_channel_default_21" [style=solid, label="(64,)"]; +"240 conv2d_17_zero_point_0" -> "243 dequantize_per_channel_default_21" [style=solid, label="(64,)"]; +"241 compressed_weight_updated_constant21" -> "242 quantize_per_channel_default_21" [style=solid, label="(64, 64, 3, 3)"]; +"242 quantize_per_channel_default_21" -> "243 dequantize_per_channel_default_21" [style=solid, label="(64, 64, 3, 3)"]; +"243 dequantize_per_channel_default_21" -> "244 conv2d_17" [style=solid, label="(64, 64, 3, 3)"]; +"244 conv2d_17" -> "245 relu_17" [style=solid, label="(1, 64, 36, 36)"]; +"245 relu_17" -> "246 quantize_per_tensor_default_22" [style=solid, label="(1, 64, 36, 36)"]; +"246 quantize_per_tensor_default_22" -> "247 dequantize_per_tensor_default_22" [style=solid, label="(1, 64, 36, 36)"]; +"247 dequantize_per_tensor_default_22" -> "253 conv2d_18" [style=solid, label="(1, 64, 36, 36)"]; +"248 conv2d_18_scale_0" -> "251 quantize_per_channel_default_22" [style=solid, label="(12,)"]; +"248 conv2d_18_scale_0" -> "252 dequantize_per_channel_default_22" [style=solid, label="(12,)"]; +"249 conv2d_18_zero_point_0" -> "251 quantize_per_channel_default_22" [style=solid, label="(12,)"]; +"249 conv2d_18_zero_point_0" -> "252 dequantize_per_channel_default_22" [style=solid, label="(12,)"]; +"250 compressed_weight_updated_constant22" -> "251 quantize_per_channel_default_22" [style=solid, label="(12, 64, 1, 1)"]; +"251 quantize_per_channel_default_22" -> "252 dequantize_per_channel_default_22" [style=solid, label="(12, 64, 1, 1)"]; +"252 dequantize_per_channel_default_22" -> "253 conv2d_18" [style=solid, label="(12, 64, 1, 1)"]; +"253 conv2d_18" -> "254 output" [style=solid, label="(1, 12, 36, 36)"]; } diff --git a/tests/torch2/data/fx/quantized/yolo11n_sdpa_block.dot b/tests/torch2/data/fx/quantized/yolo11n_sdpa_block.dot index 07216701d90..88f25a8991c 100644 --- a/tests/torch2/data/fx/quantized/yolo11n_sdpa_block.dot +++ b/tests/torch2/data/fx/quantized/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 linear_scale_0" [id=4, type=get_attr]; -"5 linear_zero_point_0" [id=5, type=get_attr]; -"6 compressed_weight_updated_constant0" [id=6, type=get_attr]; -"7 quantize_per_channel_default" [id=7, type=quantize_per_channel]; -"8 dequantize_per_channel_default" [id=8, type=dequantize_per_channel]; +"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 compressed_weight_updated_constant0" [id=6, type="get_attr"]; +"7 quantize_per_channel_default" [id=7, type="quantize_per_channel"]; +"8 dequantize_per_channel_default" [id=8, type="dequantize_per_channel"]; "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_default_1" [id=10, type="quantize_per_tensor"]; +"11 dequantize_per_tensor_default_1" [id=11, type="dequantize_per_tensor"]; "12 slice_1" [id=12, type=slice]; "13 slice_2" [id=13, type=slice]; "14 slice_3" [id=14, type=slice]; -"15 quantize_per_tensor_default_2" [id=15, type=quantize_per_tensor]; -"16 dequantize_per_tensor_default_2" [id=16, type=dequantize_per_tensor]; +"15 quantize_per_tensor_default_2" [id=15, type="quantize_per_tensor"]; +"16 dequantize_per_tensor_default_2" [id=16, type="dequantize_per_tensor"]; "17 slice_4" [id=17, type=slice]; "18 slice_5" [id=18, type=slice]; "19 slice_6" [id=19, type=slice]; @@ -24,42 +24,42 @@ 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 linear_scale_0" -> "7 quantize_per_channel_default" [label="(12,)", style=solid]; -"4 linear_scale_0" -> "8 dequantize_per_channel_default" [label="(12,)", style=solid]; -"5 linear_zero_point_0" -> "7 quantize_per_channel_default" [label="(12,)", style=solid]; -"5 linear_zero_point_0" -> "8 dequantize_per_channel_default" [label="(12,)", style=solid]; -"6 compressed_weight_updated_constant0" -> "7 quantize_per_channel_default" [label="(12, 4)", style=solid]; -"7 quantize_per_channel_default" -> "8 dequantize_per_channel_default" [label="(12, 4)", style=solid]; -"8 dequantize_per_channel_default" -> "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_default" [style=solid, label="(1, 2, 4)"]; +"2 quantize_per_tensor_default" -> "3 dequantize_per_tensor_default" [style=solid, label="(1, 2, 4)"]; +"3 dequantize_per_tensor_default" -> "9 linear" [style=solid, label="(1, 2, 4)"]; +"4 linear_scale_0" -> "7 quantize_per_channel_default" [style=solid, label="(12,)"]; +"4 linear_scale_0" -> "8 dequantize_per_channel_default" [style=solid, label="(12,)"]; +"5 linear_zero_point_0" -> "7 quantize_per_channel_default" [style=solid, label="(12,)"]; +"5 linear_zero_point_0" -> "8 dequantize_per_channel_default" [style=solid, label="(12,)"]; +"6 compressed_weight_updated_constant0" -> "7 quantize_per_channel_default" [style=solid, label="(12, 4)"]; +"7 quantize_per_channel_default" -> "8 dequantize_per_channel_default" [style=solid, label="(12, 4)"]; +"8 dequantize_per_channel_default" -> "9 linear" [style=solid, label="(12, 4)"]; +"9 linear" -> "10 quantize_per_tensor_default_1" [style=solid, label="(1, 2, 12)"]; +"9 linear" -> "15 quantize_per_tensor_default_2" [style=solid, label="(1, 2, 12)"]; +"9 linear" -> "20 slice_7" [style=solid, label="(1, 2, 12)"]; +"10 quantize_per_tensor_default_1" -> "11 dequantize_per_tensor_default_1" [style=solid, label="(1, 2, 12)"]; +"11 dequantize_per_tensor_default_1" -> "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_default_2" -> "16 dequantize_per_tensor_default_2" [style=solid, label="(1, 2, 12)"]; +"16 dequantize_per_tensor_default_2" -> "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/torch2/data/fx/resnet18.dot b/tests/torch2/data/fx/resnet18.dot index 01a44aac56c..87af0634d6e 100644 --- a/tests/torch2/data/fx/resnet18.dot +++ b/tests/torch2/data/fx/resnet18.dot @@ -1,375 +1,375 @@ -strict digraph { -"0 conv1_weight" [id=0, type=get_attr]; -"1 bn1_weight" [id=1, type=get_attr]; -"2 bn1_bias" [id=2, type=get_attr]; -"3 layer1_0_conv1_weight" [id=3, type=get_attr]; -"4 layer1_0_bn1_weight" [id=4, type=get_attr]; -"5 layer1_0_bn1_bias" [id=5, type=get_attr]; -"6 layer1_0_conv2_weight" [id=6, type=get_attr]; -"7 layer1_0_bn2_weight" [id=7, type=get_attr]; -"8 layer1_0_bn2_bias" [id=8, type=get_attr]; -"9 layer1_1_conv1_weight" [id=9, type=get_attr]; -"10 layer1_1_bn1_weight" [id=10, type=get_attr]; -"11 layer1_1_bn1_bias" [id=11, type=get_attr]; -"12 layer1_1_conv2_weight" [id=12, type=get_attr]; -"13 layer1_1_bn2_weight" [id=13, type=get_attr]; -"14 layer1_1_bn2_bias" [id=14, type=get_attr]; -"15 layer2_0_conv1_weight" [id=15, type=get_attr]; -"16 layer2_0_bn1_weight" [id=16, type=get_attr]; -"17 layer2_0_bn1_bias" [id=17, type=get_attr]; -"18 layer2_0_conv2_weight" [id=18, type=get_attr]; -"19 layer2_0_bn2_weight" [id=19, type=get_attr]; -"20 layer2_0_bn2_bias" [id=20, type=get_attr]; -"21 layer2_0_downsample_0_weight" [id=21, type=get_attr]; -"22 layer2_0_downsample_1_weight" [id=22, type=get_attr]; -"23 layer2_0_downsample_1_bias" [id=23, type=get_attr]; -"24 layer2_1_conv1_weight" [id=24, type=get_attr]; -"25 layer2_1_bn1_weight" [id=25, type=get_attr]; -"26 layer2_1_bn1_bias" [id=26, type=get_attr]; -"27 layer2_1_conv2_weight" [id=27, type=get_attr]; -"28 layer2_1_bn2_weight" [id=28, type=get_attr]; -"29 layer2_1_bn2_bias" [id=29, type=get_attr]; -"30 layer3_0_conv1_weight" [id=30, type=get_attr]; -"31 layer3_0_bn1_weight" [id=31, type=get_attr]; -"32 layer3_0_bn1_bias" [id=32, type=get_attr]; -"33 layer3_0_conv2_weight" [id=33, type=get_attr]; -"34 layer3_0_bn2_weight" [id=34, type=get_attr]; -"35 layer3_0_bn2_bias" [id=35, type=get_attr]; -"36 layer3_0_downsample_0_weight" [id=36, type=get_attr]; -"37 layer3_0_downsample_1_weight" [id=37, type=get_attr]; -"38 layer3_0_downsample_1_bias" [id=38, type=get_attr]; -"39 layer3_1_conv1_weight" [id=39, type=get_attr]; -"40 layer3_1_bn1_weight" [id=40, type=get_attr]; -"41 layer3_1_bn1_bias" [id=41, type=get_attr]; -"42 layer3_1_conv2_weight" [id=42, type=get_attr]; -"43 layer3_1_bn2_weight" [id=43, type=get_attr]; -"44 layer3_1_bn2_bias" [id=44, type=get_attr]; -"45 layer4_0_conv1_weight" [id=45, type=get_attr]; -"46 layer4_0_bn1_weight" [id=46, type=get_attr]; -"47 layer4_0_bn1_bias" [id=47, type=get_attr]; -"48 layer4_0_conv2_weight" [id=48, type=get_attr]; -"49 layer4_0_bn2_weight" [id=49, type=get_attr]; -"50 layer4_0_bn2_bias" [id=50, type=get_attr]; -"51 layer4_0_downsample_0_weight" [id=51, type=get_attr]; -"52 layer4_0_downsample_1_weight" [id=52, type=get_attr]; -"53 layer4_0_downsample_1_bias" [id=53, type=get_attr]; -"54 layer4_1_conv1_weight" [id=54, type=get_attr]; -"55 layer4_1_bn1_weight" [id=55, type=get_attr]; -"56 layer4_1_bn1_bias" [id=56, type=get_attr]; -"57 layer4_1_conv2_weight" [id=57, type=get_attr]; -"58 layer4_1_bn2_weight" [id=58, type=get_attr]; -"59 layer4_1_bn2_bias" [id=59, type=get_attr]; -"60 fc_weight" [id=60, type=get_attr]; -"61 fc_bias" [id=61, type=get_attr]; -"62 bn1_running_mean" [id=62, type=get_attr]; -"63 bn1_running_var" [id=63, type=get_attr]; -"64 bn1_num_batches_tracked" [id=64, type=get_attr]; -"65 layer1_0_bn1_running_mean" [id=65, type=get_attr]; -"66 layer1_0_bn1_running_var" [id=66, type=get_attr]; -"67 layer1_0_bn1_num_batches_tracked" [id=67, type=get_attr]; -"68 layer1_0_bn2_running_mean" [id=68, type=get_attr]; -"69 layer1_0_bn2_running_var" [id=69, type=get_attr]; -"70 layer1_0_bn2_num_batches_tracked" [id=70, type=get_attr]; -"71 layer1_1_bn1_running_mean" [id=71, type=get_attr]; -"72 layer1_1_bn1_running_var" [id=72, type=get_attr]; -"73 layer1_1_bn1_num_batches_tracked" [id=73, type=get_attr]; -"74 layer1_1_bn2_running_mean" [id=74, type=get_attr]; -"75 layer1_1_bn2_running_var" [id=75, type=get_attr]; -"76 layer1_1_bn2_num_batches_tracked" [id=76, type=get_attr]; -"77 layer2_0_bn1_running_mean" [id=77, type=get_attr]; -"78 layer2_0_bn1_running_var" [id=78, type=get_attr]; -"79 layer2_0_bn1_num_batches_tracked" [id=79, type=get_attr]; -"80 layer2_0_bn2_running_mean" [id=80, type=get_attr]; -"81 layer2_0_bn2_running_var" [id=81, type=get_attr]; -"82 layer2_0_bn2_num_batches_tracked" [id=82, type=get_attr]; -"83 layer2_0_downsample_1_running_mean" [id=83, type=get_attr]; -"84 layer2_0_downsample_1_running_var" [id=84, type=get_attr]; -"85 layer2_0_downsample_1_num_batches_tracked" [id=85, type=get_attr]; -"86 layer2_1_bn1_running_mean" [id=86, type=get_attr]; -"87 layer2_1_bn1_running_var" [id=87, type=get_attr]; -"88 layer2_1_bn1_num_batches_tracked" [id=88, type=get_attr]; -"89 layer2_1_bn2_running_mean" [id=89, type=get_attr]; -"90 layer2_1_bn2_running_var" [id=90, type=get_attr]; -"91 layer2_1_bn2_num_batches_tracked" [id=91, type=get_attr]; -"92 layer3_0_bn1_running_mean" [id=92, type=get_attr]; -"93 layer3_0_bn1_running_var" [id=93, type=get_attr]; -"94 layer3_0_bn1_num_batches_tracked" [id=94, type=get_attr]; -"95 layer3_0_bn2_running_mean" [id=95, type=get_attr]; -"96 layer3_0_bn2_running_var" [id=96, type=get_attr]; -"97 layer3_0_bn2_num_batches_tracked" [id=97, type=get_attr]; -"98 layer3_0_downsample_1_running_mean" [id=98, type=get_attr]; -"99 layer3_0_downsample_1_running_var" [id=99, type=get_attr]; -"100 layer3_0_downsample_1_num_batches_tracked" [id=100, type=get_attr]; -"101 layer3_1_bn1_running_mean" [id=101, type=get_attr]; -"102 layer3_1_bn1_running_var" [id=102, type=get_attr]; -"103 layer3_1_bn1_num_batches_tracked" [id=103, type=get_attr]; -"104 layer3_1_bn2_running_mean" [id=104, type=get_attr]; -"105 layer3_1_bn2_running_var" [id=105, type=get_attr]; -"106 layer3_1_bn2_num_batches_tracked" [id=106, type=get_attr]; -"107 layer4_0_bn1_running_mean" [id=107, type=get_attr]; -"108 layer4_0_bn1_running_var" [id=108, type=get_attr]; -"109 layer4_0_bn1_num_batches_tracked" [id=109, type=get_attr]; -"110 layer4_0_bn2_running_mean" [id=110, type=get_attr]; -"111 layer4_0_bn2_running_var" [id=111, type=get_attr]; -"112 layer4_0_bn2_num_batches_tracked" [id=112, type=get_attr]; -"113 layer4_0_downsample_1_running_mean" [id=113, type=get_attr]; -"114 layer4_0_downsample_1_running_var" [id=114, type=get_attr]; -"115 layer4_0_downsample_1_num_batches_tracked" [id=115, type=get_attr]; -"116 layer4_1_bn1_running_mean" [id=116, type=get_attr]; -"117 layer4_1_bn1_running_var" [id=117, type=get_attr]; -"118 layer4_1_bn1_num_batches_tracked" [id=118, type=get_attr]; -"119 layer4_1_bn2_running_mean" [id=119, type=get_attr]; -"120 layer4_1_bn2_running_var" [id=120, type=get_attr]; -"121 layer4_1_bn2_num_batches_tracked" [id=121, type=get_attr]; +strict digraph { +"0 conv1_weight" [id=0, type="get_attr"]; +"1 bn1_weight" [id=1, type="get_attr"]; +"2 bn1_bias" [id=2, type="get_attr"]; +"3 layer1_0_conv1_weight" [id=3, type="get_attr"]; +"4 layer1_0_bn1_weight" [id=4, type="get_attr"]; +"5 layer1_0_bn1_bias" [id=5, type="get_attr"]; +"6 layer1_0_conv2_weight" [id=6, type="get_attr"]; +"7 layer1_0_bn2_weight" [id=7, type="get_attr"]; +"8 layer1_0_bn2_bias" [id=8, type="get_attr"]; +"9 layer1_1_conv1_weight" [id=9, type="get_attr"]; +"10 layer1_1_bn1_weight" [id=10, type="get_attr"]; +"11 layer1_1_bn1_bias" [id=11, type="get_attr"]; +"12 layer1_1_conv2_weight" [id=12, type="get_attr"]; +"13 layer1_1_bn2_weight" [id=13, type="get_attr"]; +"14 layer1_1_bn2_bias" [id=14, type="get_attr"]; +"15 layer2_0_conv1_weight" [id=15, type="get_attr"]; +"16 layer2_0_bn1_weight" [id=16, type="get_attr"]; +"17 layer2_0_bn1_bias" [id=17, type="get_attr"]; +"18 layer2_0_conv2_weight" [id=18, type="get_attr"]; +"19 layer2_0_bn2_weight" [id=19, type="get_attr"]; +"20 layer2_0_bn2_bias" [id=20, type="get_attr"]; +"21 layer2_0_downsample_0_weight" [id=21, type="get_attr"]; +"22 layer2_0_downsample_1_weight" [id=22, type="get_attr"]; +"23 layer2_0_downsample_1_bias" [id=23, type="get_attr"]; +"24 layer2_1_conv1_weight" [id=24, type="get_attr"]; +"25 layer2_1_bn1_weight" [id=25, type="get_attr"]; +"26 layer2_1_bn1_bias" [id=26, type="get_attr"]; +"27 layer2_1_conv2_weight" [id=27, type="get_attr"]; +"28 layer2_1_bn2_weight" [id=28, type="get_attr"]; +"29 layer2_1_bn2_bias" [id=29, type="get_attr"]; +"30 layer3_0_conv1_weight" [id=30, type="get_attr"]; +"31 layer3_0_bn1_weight" [id=31, type="get_attr"]; +"32 layer3_0_bn1_bias" [id=32, type="get_attr"]; +"33 layer3_0_conv2_weight" [id=33, type="get_attr"]; +"34 layer3_0_bn2_weight" [id=34, type="get_attr"]; +"35 layer3_0_bn2_bias" [id=35, type="get_attr"]; +"36 layer3_0_downsample_0_weight" [id=36, type="get_attr"]; +"37 layer3_0_downsample_1_weight" [id=37, type="get_attr"]; +"38 layer3_0_downsample_1_bias" [id=38, type="get_attr"]; +"39 layer3_1_conv1_weight" [id=39, type="get_attr"]; +"40 layer3_1_bn1_weight" [id=40, type="get_attr"]; +"41 layer3_1_bn1_bias" [id=41, type="get_attr"]; +"42 layer3_1_conv2_weight" [id=42, type="get_attr"]; +"43 layer3_1_bn2_weight" [id=43, type="get_attr"]; +"44 layer3_1_bn2_bias" [id=44, type="get_attr"]; +"45 layer4_0_conv1_weight" [id=45, type="get_attr"]; +"46 layer4_0_bn1_weight" [id=46, type="get_attr"]; +"47 layer4_0_bn1_bias" [id=47, type="get_attr"]; +"48 layer4_0_conv2_weight" [id=48, type="get_attr"]; +"49 layer4_0_bn2_weight" [id=49, type="get_attr"]; +"50 layer4_0_bn2_bias" [id=50, type="get_attr"]; +"51 layer4_0_downsample_0_weight" [id=51, type="get_attr"]; +"52 layer4_0_downsample_1_weight" [id=52, type="get_attr"]; +"53 layer4_0_downsample_1_bias" [id=53, type="get_attr"]; +"54 layer4_1_conv1_weight" [id=54, type="get_attr"]; +"55 layer4_1_bn1_weight" [id=55, type="get_attr"]; +"56 layer4_1_bn1_bias" [id=56, type="get_attr"]; +"57 layer4_1_conv2_weight" [id=57, type="get_attr"]; +"58 layer4_1_bn2_weight" [id=58, type="get_attr"]; +"59 layer4_1_bn2_bias" [id=59, type="get_attr"]; +"60 fc_weight" [id=60, type="get_attr"]; +"61 fc_bias" [id=61, type="get_attr"]; +"62 bn1_running_mean" [id=62, type="get_attr"]; +"63 bn1_running_var" [id=63, type="get_attr"]; +"64 bn1_num_batches_tracked" [id=64, type="get_attr"]; +"65 layer1_0_bn1_running_mean" [id=65, type="get_attr"]; +"66 layer1_0_bn1_running_var" [id=66, type="get_attr"]; +"67 layer1_0_bn1_num_batches_tracked" [id=67, type="get_attr"]; +"68 layer1_0_bn2_running_mean" [id=68, type="get_attr"]; +"69 layer1_0_bn2_running_var" [id=69, type="get_attr"]; +"70 layer1_0_bn2_num_batches_tracked" [id=70, type="get_attr"]; +"71 layer1_1_bn1_running_mean" [id=71, type="get_attr"]; +"72 layer1_1_bn1_running_var" [id=72, type="get_attr"]; +"73 layer1_1_bn1_num_batches_tracked" [id=73, type="get_attr"]; +"74 layer1_1_bn2_running_mean" [id=74, type="get_attr"]; +"75 layer1_1_bn2_running_var" [id=75, type="get_attr"]; +"76 layer1_1_bn2_num_batches_tracked" [id=76, type="get_attr"]; +"77 layer2_0_bn1_running_mean" [id=77, type="get_attr"]; +"78 layer2_0_bn1_running_var" [id=78, type="get_attr"]; +"79 layer2_0_bn1_num_batches_tracked" [id=79, type="get_attr"]; +"80 layer2_0_bn2_running_mean" [id=80, type="get_attr"]; +"81 layer2_0_bn2_running_var" [id=81, type="get_attr"]; +"82 layer2_0_bn2_num_batches_tracked" [id=82, type="get_attr"]; +"83 layer2_0_downsample_1_running_mean" [id=83, type="get_attr"]; +"84 layer2_0_downsample_1_running_var" [id=84, type="get_attr"]; +"85 layer2_0_downsample_1_num_batches_tracked" [id=85, type="get_attr"]; +"86 layer2_1_bn1_running_mean" [id=86, type="get_attr"]; +"87 layer2_1_bn1_running_var" [id=87, type="get_attr"]; +"88 layer2_1_bn1_num_batches_tracked" [id=88, type="get_attr"]; +"89 layer2_1_bn2_running_mean" [id=89, type="get_attr"]; +"90 layer2_1_bn2_running_var" [id=90, type="get_attr"]; +"91 layer2_1_bn2_num_batches_tracked" [id=91, type="get_attr"]; +"92 layer3_0_bn1_running_mean" [id=92, type="get_attr"]; +"93 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+"183 batch_norm_18" -> "184 relu__15" [style=solid, label="(1, 512, 7, 7)"]; +"184 relu__15" -> "185 conv2d_19" [style=solid, label="(1, 512, 7, 7)"]; +"185 conv2d_19" -> "186 batch_norm_19" [style=solid, label="(1, 512, 7, 7)"]; +"186 batch_norm_19" -> "187 add__7" [style=solid, label="(1, 512, 7, 7)"]; +"187 add__7" -> "188 relu__16" [style=solid, label="(1, 512, 7, 7)"]; +"188 relu__16" -> "189 adaptive_avg_pool2d" [style=solid, label="(1, 512, 7, 7)"]; +"189 adaptive_avg_pool2d" -> "190 flatten" [style=solid, label="(1, 512, 1, 1)"]; +"190 flatten" -> "191 linear" [style=solid, label="(1, 512)"]; +"191 linear" -> "192 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/synthetic_transformer.dot b/tests/torch2/data/fx/synthetic_transformer.dot index 5fa49e2d869..af52cfb9313 100644 --- a/tests/torch2/data/fx/synthetic_transformer.dot +++ b/tests/torch2/data/fx/synthetic_transformer.dot @@ -1,21 +1,21 @@ -strict digraph { -"0 wte_weight" [id=0, type=get_attr]; -"1 linear_weight" [id=1, type=get_attr]; -"2 linear_bias" [id=2, type=get_attr]; -"3 lm_head_weight" [id=3, type=get_attr]; -"4 lm_head_bias" [id=4, type=get_attr]; +strict digraph { +"0 wte_weight" [id=0, type="get_attr"]; +"1 linear_weight" [id=1, type="get_attr"]; +"2 linear_bias" [id=2, type="get_attr"]; +"3 lm_head_weight" [id=3, type="get_attr"]; +"4 lm_head_bias" [id=4, type="get_attr"]; "5 input_ids" [id=5, type=input]; "6 embedding" [id=6, type=embedding]; "7 linear" [id=7, type=linear]; "8 linear_1" [id=8, type=linear]; "9 output" [id=9, type=output]; -"0 wte_weight" -> "6 embedding" [label="(10, 5)", style=solid]; -"1 linear_weight" -> "7 linear" [label="(5, 5)", style=solid]; -"2 linear_bias" -> "7 linear" [label="(5,)", style=solid]; -"3 lm_head_weight" -> "8 linear_1" [label="(10, 5)", style=solid]; -"4 lm_head_bias" -> "8 linear_1" [label="(10,)", style=solid]; -"5 input_ids" -> "6 embedding" [label="(5,)", style=solid]; -"6 embedding" -> "7 linear" [label="(5, 5)", style=solid]; -"7 linear" -> "8 linear_1" [label="(5, 5)", style=solid]; -"8 linear_1" -> "9 output" [label="(5, 10)", style=solid]; +"0 wte_weight" -> "6 embedding" [style=solid, label="(10, 5)"]; +"1 linear_weight" -> "7 linear" [style=solid, label="(5, 5)"]; +"2 linear_bias" -> "7 linear" [style=solid, label="(5,)"]; +"3 lm_head_weight" -> "8 linear_1" [style=solid, label="(10, 5)"]; +"4 lm_head_bias" -> "8 linear_1" [style=solid, label="(10,)"]; +"5 input_ids" -> "6 embedding" [style=solid, label="(5,)"]; +"6 embedding" -> "7 linear" [style=solid, label="(5, 5)"]; +"7 linear" -> "8 linear_1" [style=solid, label="(5, 5)"]; +"8 linear_1" -> "9 output" [style=solid, label="(5, 10)"]; } diff --git a/tests/torch2/data/fx/unet.dot b/tests/torch2/data/fx/unet.dot index bd08d27cb6f..3bea9c86efd 100644 --- a/tests/torch2/data/fx/unet.dot +++ b/tests/torch2/data/fx/unet.dot @@ -1,429 +1,429 @@ -strict digraph { -"0 down_path_0_block_0_weight" [id=0, type=get_attr]; -"1 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down_path_3_block_1_running_mean" [id=100, type=get_attr]; -"101 down_path_3_block_1_running_var" [id=101, type=get_attr]; -"102 down_path_3_block_1_num_batches_tracked" [id=102, type=get_attr]; -"103 down_path_3_block_4_running_mean" [id=103, type=get_attr]; -"104 down_path_3_block_4_running_var" [id=104, type=get_attr]; -"105 down_path_3_block_4_num_batches_tracked" [id=105, type=get_attr]; -"106 down_path_4_block_1_running_mean" [id=106, type=get_attr]; -"107 down_path_4_block_1_running_var" [id=107, type=get_attr]; -"108 down_path_4_block_1_num_batches_tracked" [id=108, type=get_attr]; -"109 down_path_4_block_4_running_mean" [id=109, type=get_attr]; -"110 down_path_4_block_4_running_var" [id=110, type=get_attr]; -"111 down_path_4_block_4_num_batches_tracked" [id=111, type=get_attr]; -"112 up_path_0_conv_block_block_1_running_mean" [id=112, type=get_attr]; -"113 up_path_0_conv_block_block_1_running_var" [id=113, type=get_attr]; -"114 up_path_0_conv_block_block_1_num_batches_tracked" 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[id=214, type=batch_norm]; +"214 batch_norm_16" [id=214, type="batch_norm"]; "215 relu_16" [id=215, type=relu]; "216 conv2d_17" [id=216, type=conv2d]; -"217 batch_norm_17" [id=217, type=batch_norm]; +"217 batch_norm_17" [id=217, type="batch_norm"]; "218 relu_17" [id=218, type=relu]; "219 conv2d_18" [id=219, type=conv2d]; "220 output" [id=220, type=output]; -"0 down_path_0_block_0_weight" -> "137 conv2d" [label="(64, 3, 3, 3)", style=solid]; -"1 down_path_0_block_0_bias" -> "137 conv2d" [label="(64,)", style=solid]; -"2 down_path_0_block_1_weight" -> "138 batch_norm" [label="(64,)", style=solid]; -"3 down_path_0_block_1_bias" -> "138 batch_norm" [label="(64,)", style=solid]; -"4 down_path_0_block_3_weight" -> "140 conv2d_1" [label="(64, 64, 3, 3)", style=solid]; -"5 down_path_0_block_3_bias" -> "140 conv2d_1" [label="(64,)", style=solid]; -"6 down_path_0_block_4_weight" -> "141 batch_norm_1" [label="(64,)", style=solid]; -"7 down_path_0_block_4_bias" -> "141 batch_norm_1" [label="(64,)", style=solid]; -"8 down_path_1_block_0_weight" -> "144 conv2d_2" [label="(128, 64, 3, 3)", style=solid]; -"9 down_path_1_block_0_bias" -> "144 conv2d_2" [label="(128,)", style=solid]; -"10 down_path_1_block_1_weight" -> "145 batch_norm_2" [label="(128,)", style=solid]; -"11 down_path_1_block_1_bias" -> "145 batch_norm_2" [label="(128,)", style=solid]; -"12 down_path_1_block_3_weight" -> "147 conv2d_3" [label="(128, 128, 3, 3)", style=solid]; -"13 down_path_1_block_3_bias" -> "147 conv2d_3" [label="(128,)", style=solid]; -"14 down_path_1_block_4_weight" -> "148 batch_norm_3" [label="(128,)", style=solid]; -"15 down_path_1_block_4_bias" -> "148 batch_norm_3" [label="(128,)", style=solid]; -"16 down_path_2_block_0_weight" -> "151 conv2d_4" [label="(256, 128, 3, 3)", style=solid]; -"17 down_path_2_block_0_bias" -> "151 conv2d_4" [label="(256,)", style=solid]; -"18 down_path_2_block_1_weight" -> "152 batch_norm_4" [label="(256,)", style=solid]; -"19 down_path_2_block_1_bias" -> "152 batch_norm_4" [label="(256,)", style=solid]; -"20 down_path_2_block_3_weight" -> "154 conv2d_5" [label="(256, 256, 3, 3)", style=solid]; -"21 down_path_2_block_3_bias" -> "154 conv2d_5" [label="(256,)", style=solid]; -"22 down_path_2_block_4_weight" -> "155 batch_norm_5" [label="(256,)", style=solid]; -"23 down_path_2_block_4_bias" -> "155 batch_norm_5" [label="(256,)", style=solid]; -"24 down_path_3_block_0_weight" -> "158 conv2d_6" [label="(512, 256, 3, 3)", style=solid]; -"25 down_path_3_block_0_bias" -> "158 conv2d_6" [label="(512,)", style=solid]; -"26 down_path_3_block_1_weight" -> "159 batch_norm_6" [label="(512,)", style=solid]; -"27 down_path_3_block_1_bias" -> "159 batch_norm_6" [label="(512,)", style=solid]; -"28 down_path_3_block_3_weight" -> "161 conv2d_7" [label="(512, 512, 3, 3)", style=solid]; -"29 down_path_3_block_3_bias" -> "161 conv2d_7" [label="(512,)", style=solid]; -"30 down_path_3_block_4_weight" -> "162 batch_norm_7" [label="(512,)", style=solid]; -"31 down_path_3_block_4_bias" -> "162 batch_norm_7" [label="(512,)", style=solid]; -"32 down_path_4_block_0_weight" -> "165 conv2d_8" [label="(1024, 512, 3, 3)", style=solid]; -"33 down_path_4_block_0_bias" -> "165 conv2d_8" [label="(1024,)", style=solid]; -"34 down_path_4_block_1_weight" -> "166 batch_norm_8" [label="(1024,)", style=solid]; -"35 down_path_4_block_1_bias" -> "166 batch_norm_8" [label="(1024,)", style=solid]; -"36 down_path_4_block_3_weight" -> "168 conv2d_9" [label="(1024, 1024, 3, 3)", style=solid]; -"37 down_path_4_block_3_bias" -> "168 conv2d_9" [label="(1024,)", style=solid]; -"38 down_path_4_block_4_weight" -> "169 batch_norm_9" [label="(1024,)", style=solid]; -"39 down_path_4_block_4_bias" -> "169 batch_norm_9" [label="(1024,)", style=solid]; -"40 up_path_0_up_weight" -> "171 conv_transpose2d" [label="(1024, 512, 2, 2)", style=solid]; -"41 up_path_0_up_bias" -> "171 conv_transpose2d" [label="(512,)", style=solid]; -"42 up_path_0_conv_block_block_0_weight" -> "177 conv2d_10" [label="(512, 1024, 3, 3)", style=solid]; -"43 up_path_0_conv_block_block_0_bias" -> "177 conv2d_10" [label="(512,)", style=solid]; -"44 up_path_0_conv_block_block_1_weight" -> "178 batch_norm_10" [label="(512,)", style=solid]; -"45 up_path_0_conv_block_block_1_bias" -> "178 batch_norm_10" [label="(512,)", style=solid]; -"46 up_path_0_conv_block_block_3_weight" -> "180 conv2d_11" [label="(512, 512, 3, 3)", style=solid]; -"47 up_path_0_conv_block_block_3_bias" -> "180 conv2d_11" [label="(512,)", style=solid]; -"48 up_path_0_conv_block_block_4_weight" -> "181 batch_norm_11" [label="(512,)", style=solid]; -"49 up_path_0_conv_block_block_4_bias" -> "181 batch_norm_11" [label="(512,)", style=solid]; -"50 up_path_1_up_weight" -> "183 conv_transpose2d_1" [label="(512, 256, 2, 2)", style=solid]; -"51 up_path_1_up_bias" -> "183 conv_transpose2d_1" [label="(256,)", style=solid]; -"52 up_path_1_conv_block_block_0_weight" -> "189 conv2d_12" [label="(256, 512, 3, 3)", style=solid]; -"53 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+"149 relu_3" -> "196 slice_9" [style=solid, label="(1, 128, 106, 106)"]; +"150 max_pool2d_1" -> "151 conv2d_4" [style=solid, label="(1, 128, 53, 53)"]; +"151 conv2d_4" -> "152 batch_norm_4" [style=solid, label="(1, 256, 51, 51)"]; +"152 batch_norm_4" -> "153 relu_4" [style=solid, label="(1, 256, 51, 51)"]; +"153 relu_4" -> "154 conv2d_5" [style=solid, label="(1, 256, 51, 51)"]; +"154 conv2d_5" -> "155 batch_norm_5" [style=solid, label="(1, 256, 49, 49)"]; +"155 batch_norm_5" -> "156 relu_5" [style=solid, label="(1, 256, 49, 49)"]; +"156 relu_5" -> "157 max_pool2d_2" [style=solid, label="(1, 256, 49, 49)"]; +"156 relu_5" -> "184 slice_5" [style=solid, label="(1, 256, 49, 49)"]; +"157 max_pool2d_2" -> "158 conv2d_6" [style=solid, label="(1, 256, 24, 24)"]; +"158 conv2d_6" -> "159 batch_norm_6" [style=solid, label="(1, 512, 22, 22)"]; +"159 batch_norm_6" -> "160 relu_6" [style=solid, label="(1, 512, 22, 22)"]; +"160 relu_6" -> "161 conv2d_7" [style=solid, label="(1, 512, 22, 22)"]; +"161 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+"212 cat_3" -> "213 conv2d_16" [style=solid, label="(1, 128, 40, 40)"]; +"213 conv2d_16" -> "214 batch_norm_16" [style=solid, label="(1, 64, 38, 38)"]; +"214 batch_norm_16" -> "215 relu_16" [style=solid, label="(1, 64, 38, 38)"]; +"215 relu_16" -> "216 conv2d_17" [style=solid, label="(1, 64, 38, 38)"]; +"216 conv2d_17" -> "217 batch_norm_17" [style=solid, label="(1, 64, 36, 36)"]; +"217 batch_norm_17" -> "218 relu_17" [style=solid, label="(1, 64, 36, 36)"]; +"218 relu_17" -> "219 conv2d_18" [style=solid, label="(1, 64, 36, 36)"]; +"219 conv2d_18" -> "220 output" [style=solid, label="(1, 12, 36, 36)"]; } diff --git a/tests/torch2/data/fx/vit_b_16.dot b/tests/torch2/data/fx/vit_b_16.dot index 9ad3089153c..14d75c39d58 100644 --- a/tests/torch2/data/fx/vit_b_16.dot +++ b/tests/torch2/data/fx/vit_b_16.dot @@ -1,156 +1,156 @@ -strict digraph { -"0 class_token" [id=0, type=get_attr]; -"1 encoder_pos_embedding" [id=1, type=get_attr]; -"2 conv_proj_weight" [id=2, type=get_attr]; -"3 conv_proj_bias" [id=3, type=get_attr]; -"4 encoder_layers_encoder_layer_0_ln_1_weight" [id=4, type=get_attr]; -"5 encoder_layers_encoder_layer_0_ln_1_bias" [id=5, type=get_attr]; -"6 encoder_layers_encoder_layer_0_self_attention_in_proj_weight" [id=6, type=get_attr]; -"7 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" [id=7, type=get_attr]; -"8 encoder_layers_encoder_layer_0_self_attention_out_proj_weight" [id=8, type=get_attr]; -"9 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" [id=9, type=get_attr]; -"10 encoder_layers_encoder_layer_0_ln_2_weight" [id=10, type=get_attr]; -"11 encoder_layers_encoder_layer_0_ln_2_bias" [id=11, type=get_attr]; -"12 encoder_layers_encoder_layer_0_mlp_0_weight" [id=12, type=get_attr]; -"13 encoder_layers_encoder_layer_0_mlp_0_bias" [id=13, type=get_attr]; -"14 encoder_layers_encoder_layer_0_mlp_3_weight" [id=14, type=get_attr]; -"15 encoder_layers_encoder_layer_0_mlp_3_bias" [id=15, type=get_attr]; -"16 encoder_layers_encoder_layer_1_ln_1_weight" [id=16, type=get_attr]; -"17 encoder_layers_encoder_layer_1_ln_1_bias" [id=17, type=get_attr]; -"18 encoder_layers_encoder_layer_1_self_attention_in_proj_weight" [id=18, type=get_attr]; -"19 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" [id=19, type=get_attr]; -"20 encoder_layers_encoder_layer_1_self_attention_out_proj_weight" [id=20, type=get_attr]; -"21 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" [id=21, type=get_attr]; -"22 encoder_layers_encoder_layer_1_ln_2_weight" [id=22, type=get_attr]; -"23 encoder_layers_encoder_layer_1_ln_2_bias" [id=23, type=get_attr]; -"24 encoder_layers_encoder_layer_1_mlp_0_weight" [id=24, type=get_attr]; -"25 encoder_layers_encoder_layer_1_mlp_0_bias" [id=25, type=get_attr]; -"26 encoder_layers_encoder_layer_1_mlp_3_weight" [id=26, type=get_attr]; -"27 encoder_layers_encoder_layer_1_mlp_3_bias" [id=27, type=get_attr]; -"28 encoder_layers_encoder_layer_2_ln_1_weight" [id=28, type=get_attr]; -"29 encoder_layers_encoder_layer_2_ln_1_bias" [id=29, type=get_attr]; -"30 encoder_layers_encoder_layer_2_self_attention_in_proj_weight" [id=30, type=get_attr]; -"31 encoder_layers_encoder_layer_2_self_attention_in_proj_bias" [id=31, type=get_attr]; -"32 encoder_layers_encoder_layer_2_self_attention_out_proj_weight" [id=32, type=get_attr]; -"33 encoder_layers_encoder_layer_2_self_attention_out_proj_bias" [id=33, type=get_attr]; -"34 encoder_layers_encoder_layer_2_ln_2_weight" [id=34, type=get_attr]; -"35 encoder_layers_encoder_layer_2_ln_2_bias" [id=35, type=get_attr]; -"36 encoder_layers_encoder_layer_2_mlp_0_weight" [id=36, type=get_attr]; -"37 encoder_layers_encoder_layer_2_mlp_0_bias" [id=37, type=get_attr]; -"38 encoder_layers_encoder_layer_2_mlp_3_weight" [id=38, type=get_attr]; -"39 encoder_layers_encoder_layer_2_mlp_3_bias" [id=39, type=get_attr]; -"40 encoder_layers_encoder_layer_3_ln_1_weight" [id=40, type=get_attr]; -"41 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+"145 encoder_layers_encoder_layer_11_mlp_0_bias" [id=145, type="get_attr"]; +"146 encoder_layers_encoder_layer_11_mlp_3_weight" [id=146, type="get_attr"]; +"147 encoder_layers_encoder_layer_11_mlp_3_bias" [id=147, type="get_attr"]; +"148 encoder_ln_weight" [id=148, type="get_attr"]; +"149 encoder_ln_bias" [id=149, type="get_attr"]; +"150 heads_head_weight" [id=150, type="get_attr"]; +"151 heads_head_bias" [id=151, type="get_attr"]; "152 x" [id=152, type=input]; "153 conv2d" [id=153, type=conv2d]; "154 reshape" [id=154, type=reshape]; @@ -159,7 +159,7 @@ strict digraph { "157 cat" [id=157, type=cat]; "158 add" [id=158, type=add]; "159 dropout" [id=159, type=dropout]; -"160 layer_norm" [id=160, type=layer_norm]; +"160 layer_norm" [id=160, type="layer_norm"]; "161 transpose" [id=161, type=transpose]; "162 linear" [id=162, type=linear]; "163 unflatten" [id=163, type=unflatten]; @@ -179,7 +179,7 @@ strict digraph { "177 view_3" [id=177, type=view]; "178 view_4" [id=178, type=view]; "179 view_5" [id=179, type=view]; -"180 scaled_dot_product_attention" [id=180, type=scaled_dot_product_attention]; +"180 scaled_dot_product_attention" [id=180, type="scaled_dot_product_attention"]; "181 permute_1" [id=181, type=permute]; "182 view_6" [id=182, type=view]; "183 linear_1" [id=183, type=linear]; @@ -187,14 +187,14 @@ strict digraph { "185 transpose_5" [id=185, type=transpose]; "186 dropout_1" [id=186, type=dropout]; "187 add_1" [id=187, type=add]; -"188 layer_norm_1" [id=188, type=layer_norm]; +"188 layer_norm_1" [id=188, type="layer_norm"]; "189 linear_2" [id=189, type=linear]; "190 gelu" [id=190, type=gelu]; "191 dropout_2" [id=191, type=dropout]; "192 linear_3" [id=192, type=linear]; "193 dropout_3" [id=193, type=dropout]; "194 add_2" [id=194, type=add]; -"195 layer_norm_2" [id=195, type=layer_norm]; +"195 layer_norm_2" [id=195, type="layer_norm"]; "196 transpose_6" [id=196, type=transpose]; "197 linear_4" [id=197, type=linear]; "198 unflatten_1" [id=198, type=unflatten]; @@ -214,7 +214,7 @@ strict digraph { "212 view_11" [id=212, type=view]; "213 view_12" [id=213, type=view]; "214 view_13" [id=214, type=view]; -"215 scaled_dot_product_attention_1" [id=215, type=scaled_dot_product_attention]; +"215 scaled_dot_product_attention_1" [id=215, type="scaled_dot_product_attention"]; "216 permute_2" [id=216, type=permute]; "217 view_14" [id=217, type=view]; "218 linear_5" [id=218, type=linear]; @@ -222,14 +222,14 @@ strict digraph { "220 transpose_11" [id=220, type=transpose]; "221 dropout_4" [id=221, type=dropout]; "222 add_3" [id=222, type=add]; -"223 layer_norm_3" [id=223, type=layer_norm]; +"223 layer_norm_3" [id=223, type="layer_norm"]; "224 linear_6" [id=224, type=linear]; "225 gelu_1" [id=225, type=gelu]; "226 dropout_5" [id=226, type=dropout]; "227 linear_7" [id=227, type=linear]; "228 dropout_6" [id=228, type=dropout]; "229 add_4" [id=229, type=add]; -"230 layer_norm_4" [id=230, type=layer_norm]; +"230 layer_norm_4" [id=230, type="layer_norm"]; "231 transpose_12" [id=231, type=transpose]; "232 linear_8" [id=232, type=linear]; "233 unflatten_2" [id=233, type=unflatten]; @@ -249,7 +249,7 @@ strict digraph { "247 view_19" [id=247, type=view]; "248 view_20" [id=248, type=view]; "249 view_21" [id=249, type=view]; -"250 scaled_dot_product_attention_2" [id=250, type=scaled_dot_product_attention]; +"250 scaled_dot_product_attention_2" [id=250, type="scaled_dot_product_attention"]; "251 permute_3" [id=251, type=permute]; "252 view_22" [id=252, type=view]; "253 linear_9" [id=253, type=linear]; @@ -257,14 +257,14 @@ strict digraph { "255 transpose_17" [id=255, type=transpose]; "256 dropout_7" [id=256, type=dropout]; "257 add_5" [id=257, type=add]; -"258 layer_norm_5" [id=258, type=layer_norm]; +"258 layer_norm_5" [id=258, type="layer_norm"]; "259 linear_10" [id=259, type=linear]; "260 gelu_2" [id=260, type=gelu]; "261 dropout_8" [id=261, type=dropout]; "262 linear_11" [id=262, type=linear]; "263 dropout_9" [id=263, type=dropout]; "264 add_6" [id=264, type=add]; -"265 layer_norm_6" [id=265, type=layer_norm]; +"265 layer_norm_6" [id=265, type="layer_norm"]; "266 transpose_18" [id=266, type=transpose]; "267 linear_12" [id=267, type=linear]; "268 unflatten_3" [id=268, type=unflatten]; @@ -284,7 +284,7 @@ strict digraph { "282 view_27" [id=282, type=view]; "283 view_28" [id=283, type=view]; "284 view_29" [id=284, type=view]; -"285 scaled_dot_product_attention_3" [id=285, type=scaled_dot_product_attention]; +"285 scaled_dot_product_attention_3" [id=285, type="scaled_dot_product_attention"]; "286 permute_4" [id=286, type=permute]; "287 view_30" [id=287, type=view]; "288 linear_13" [id=288, type=linear]; @@ -292,14 +292,14 @@ strict digraph { "290 transpose_23" [id=290, type=transpose]; "291 dropout_10" [id=291, type=dropout]; "292 add_7" [id=292, type=add]; -"293 layer_norm_7" [id=293, type=layer_norm]; +"293 layer_norm_7" [id=293, type="layer_norm"]; "294 linear_14" [id=294, type=linear]; "295 gelu_3" [id=295, type=gelu]; "296 dropout_11" [id=296, type=dropout]; "297 linear_15" [id=297, type=linear]; "298 dropout_12" [id=298, type=dropout]; "299 add_8" [id=299, type=add]; -"300 layer_norm_8" [id=300, type=layer_norm]; +"300 layer_norm_8" [id=300, type="layer_norm"]; "301 transpose_24" [id=301, type=transpose]; "302 linear_16" [id=302, type=linear]; "303 unflatten_4" [id=303, type=unflatten]; @@ -319,7 +319,7 @@ strict digraph { "317 view_35" [id=317, type=view]; "318 view_36" [id=318, type=view]; "319 view_37" [id=319, type=view]; -"320 scaled_dot_product_attention_4" [id=320, type=scaled_dot_product_attention]; +"320 scaled_dot_product_attention_4" [id=320, type="scaled_dot_product_attention"]; "321 permute_5" [id=321, type=permute]; "322 view_38" [id=322, type=view]; "323 linear_17" [id=323, type=linear]; @@ -327,14 +327,14 @@ strict digraph { "325 transpose_29" [id=325, type=transpose]; "326 dropout_13" [id=326, type=dropout]; "327 add_9" [id=327, type=add]; -"328 layer_norm_9" [id=328, type=layer_norm]; +"328 layer_norm_9" [id=328, type="layer_norm"]; "329 linear_18" [id=329, type=linear]; "330 gelu_4" [id=330, type=gelu]; "331 dropout_14" [id=331, type=dropout]; "332 linear_19" [id=332, type=linear]; "333 dropout_15" [id=333, type=dropout]; "334 add_10" [id=334, type=add]; -"335 layer_norm_10" [id=335, type=layer_norm]; +"335 layer_norm_10" [id=335, type="layer_norm"]; "336 transpose_30" [id=336, type=transpose]; "337 linear_20" [id=337, type=linear]; "338 unflatten_5" [id=338, type=unflatten]; @@ -354,7 +354,7 @@ strict digraph { "352 view_43" [id=352, type=view]; "353 view_44" [id=353, type=view]; "354 view_45" [id=354, type=view]; -"355 scaled_dot_product_attention_5" [id=355, type=scaled_dot_product_attention]; +"355 scaled_dot_product_attention_5" [id=355, type="scaled_dot_product_attention"]; "356 permute_6" [id=356, type=permute]; "357 view_46" [id=357, type=view]; "358 linear_21" [id=358, type=linear]; @@ -362,14 +362,14 @@ strict digraph { "360 transpose_35" [id=360, type=transpose]; "361 dropout_16" [id=361, type=dropout]; "362 add_11" [id=362, type=add]; -"363 layer_norm_11" [id=363, type=layer_norm]; +"363 layer_norm_11" [id=363, type="layer_norm"]; "364 linear_22" [id=364, type=linear]; "365 gelu_5" [id=365, type=gelu]; "366 dropout_17" [id=366, type=dropout]; "367 linear_23" [id=367, type=linear]; "368 dropout_18" [id=368, type=dropout]; "369 add_12" [id=369, type=add]; -"370 layer_norm_12" [id=370, type=layer_norm]; +"370 layer_norm_12" [id=370, type="layer_norm"]; "371 transpose_36" [id=371, type=transpose]; "372 linear_24" [id=372, type=linear]; "373 unflatten_6" [id=373, type=unflatten]; @@ -389,7 +389,7 @@ strict digraph { "387 view_51" [id=387, type=view]; "388 view_52" [id=388, type=view]; "389 view_53" [id=389, type=view]; -"390 scaled_dot_product_attention_6" [id=390, type=scaled_dot_product_attention]; +"390 scaled_dot_product_attention_6" [id=390, type="scaled_dot_product_attention"]; "391 permute_7" [id=391, type=permute]; "392 view_54" [id=392, type=view]; "393 linear_25" [id=393, type=linear]; @@ -397,14 +397,14 @@ strict digraph { "395 transpose_41" [id=395, type=transpose]; "396 dropout_19" [id=396, type=dropout]; "397 add_13" [id=397, type=add]; -"398 layer_norm_13" [id=398, type=layer_norm]; +"398 layer_norm_13" [id=398, type="layer_norm"]; "399 linear_26" [id=399, type=linear]; "400 gelu_6" [id=400, type=gelu]; "401 dropout_20" [id=401, type=dropout]; "402 linear_27" [id=402, type=linear]; "403 dropout_21" [id=403, type=dropout]; "404 add_14" [id=404, type=add]; -"405 layer_norm_14" [id=405, type=layer_norm]; +"405 layer_norm_14" [id=405, type="layer_norm"]; "406 transpose_42" [id=406, type=transpose]; "407 linear_28" [id=407, type=linear]; "408 unflatten_7" [id=408, type=unflatten]; @@ -424,7 +424,7 @@ strict digraph { "422 view_59" [id=422, type=view]; "423 view_60" [id=423, type=view]; "424 view_61" [id=424, type=view]; -"425 scaled_dot_product_attention_7" [id=425, type=scaled_dot_product_attention]; +"425 scaled_dot_product_attention_7" [id=425, type="scaled_dot_product_attention"]; "426 permute_8" [id=426, type=permute]; "427 view_62" [id=427, type=view]; "428 linear_29" [id=428, type=linear]; @@ -432,14 +432,14 @@ strict digraph { "430 transpose_47" [id=430, type=transpose]; "431 dropout_22" [id=431, type=dropout]; "432 add_15" [id=432, type=add]; -"433 layer_norm_15" [id=433, type=layer_norm]; +"433 layer_norm_15" [id=433, type="layer_norm"]; "434 linear_30" [id=434, type=linear]; "435 gelu_7" [id=435, type=gelu]; "436 dropout_23" [id=436, type=dropout]; "437 linear_31" [id=437, type=linear]; "438 dropout_24" [id=438, type=dropout]; "439 add_16" [id=439, type=add]; -"440 layer_norm_16" [id=440, type=layer_norm]; +"440 layer_norm_16" [id=440, type="layer_norm"]; "441 transpose_48" [id=441, type=transpose]; "442 linear_32" [id=442, type=linear]; "443 unflatten_8" [id=443, type=unflatten]; @@ -459,7 +459,7 @@ strict digraph { "457 view_67" [id=457, type=view]; "458 view_68" [id=458, type=view]; "459 view_69" [id=459, type=view]; -"460 scaled_dot_product_attention_8" [id=460, type=scaled_dot_product_attention]; +"460 scaled_dot_product_attention_8" [id=460, type="scaled_dot_product_attention"]; "461 permute_9" [id=461, type=permute]; "462 view_70" [id=462, type=view]; "463 linear_33" [id=463, type=linear]; @@ -467,14 +467,14 @@ strict digraph { "465 transpose_53" [id=465, type=transpose]; "466 dropout_25" [id=466, type=dropout]; "467 add_17" [id=467, type=add]; -"468 layer_norm_17" [id=468, type=layer_norm]; +"468 layer_norm_17" [id=468, type="layer_norm"]; "469 linear_34" [id=469, type=linear]; "470 gelu_8" [id=470, type=gelu]; "471 dropout_26" [id=471, type=dropout]; "472 linear_35" [id=472, type=linear]; "473 dropout_27" [id=473, type=dropout]; "474 add_18" [id=474, type=add]; -"475 layer_norm_18" [id=475, type=layer_norm]; +"475 layer_norm_18" [id=475, type="layer_norm"]; "476 transpose_54" [id=476, type=transpose]; "477 linear_36" [id=477, type=linear]; "478 unflatten_9" [id=478, type=unflatten]; @@ -494,7 +494,7 @@ strict digraph { "492 view_75" [id=492, type=view]; "493 view_76" [id=493, type=view]; "494 view_77" [id=494, type=view]; -"495 scaled_dot_product_attention_9" [id=495, type=scaled_dot_product_attention]; +"495 scaled_dot_product_attention_9" [id=495, type="scaled_dot_product_attention"]; "496 permute_10" [id=496, type=permute]; "497 view_78" [id=497, type=view]; "498 linear_37" [id=498, type=linear]; @@ -502,14 +502,14 @@ strict digraph { "500 transpose_59" [id=500, type=transpose]; "501 dropout_28" [id=501, type=dropout]; "502 add_19" [id=502, type=add]; -"503 layer_norm_19" [id=503, type=layer_norm]; +"503 layer_norm_19" [id=503, type="layer_norm"]; "504 linear_38" [id=504, type=linear]; "505 gelu_9" [id=505, type=gelu]; "506 dropout_29" [id=506, type=dropout]; "507 linear_39" [id=507, type=linear]; "508 dropout_30" [id=508, type=dropout]; "509 add_20" [id=509, type=add]; -"510 layer_norm_20" [id=510, type=layer_norm]; +"510 layer_norm_20" [id=510, type="layer_norm"]; "511 transpose_60" [id=511, type=transpose]; "512 linear_40" [id=512, type=linear]; "513 unflatten_10" [id=513, type=unflatten]; @@ -529,7 +529,7 @@ strict digraph { "527 view_83" [id=527, type=view]; "528 view_84" [id=528, type=view]; "529 view_85" [id=529, type=view]; -"530 scaled_dot_product_attention_10" [id=530, type=scaled_dot_product_attention]; +"530 scaled_dot_product_attention_10" [id=530, type="scaled_dot_product_attention"]; "531 permute_11" [id=531, type=permute]; "532 view_86" [id=532, type=view]; "533 linear_41" [id=533, type=linear]; @@ -537,14 +537,14 @@ strict digraph { "535 transpose_65" [id=535, type=transpose]; "536 dropout_31" [id=536, type=dropout]; "537 add_21" [id=537, type=add]; -"538 layer_norm_21" [id=538, type=layer_norm]; +"538 layer_norm_21" [id=538, type="layer_norm"]; "539 linear_42" [id=539, type=linear]; "540 gelu_10" [id=540, type=gelu]; "541 dropout_32" [id=541, type=dropout]; "542 linear_43" [id=542, type=linear]; "543 dropout_33" [id=543, type=dropout]; "544 add_22" [id=544, type=add]; -"545 layer_norm_22" [id=545, type=layer_norm]; +"545 layer_norm_22" [id=545, type="layer_norm"]; "546 transpose_66" [id=546, type=transpose]; "547 linear_44" [id=547, type=linear]; "548 unflatten_11" [id=548, type=unflatten]; @@ -564,7 +564,7 @@ strict digraph { "562 view_91" [id=562, type=view]; "563 view_92" [id=563, type=view]; "564 view_93" [id=564, type=view]; -"565 scaled_dot_product_attention_11" [id=565, type=scaled_dot_product_attention]; +"565 scaled_dot_product_attention_11" [id=565, type="scaled_dot_product_attention"]; "566 permute_12" [id=566, type=permute]; "567 view_94" [id=567, type=view]; "568 linear_45" [id=568, type=linear]; @@ -572,648 +572,648 @@ strict digraph { "570 transpose_71" [id=570, type=transpose]; "571 dropout_34" [id=571, type=dropout]; "572 add_23" [id=572, type=add]; -"573 layer_norm_23" [id=573, type=layer_norm]; +"573 layer_norm_23" [id=573, type="layer_norm"]; "574 linear_46" [id=574, type=linear]; "575 gelu_11" [id=575, type=gelu]; "576 dropout_35" [id=576, type=dropout]; "577 linear_47" [id=577, type=linear]; "578 dropout_36" [id=578, type=dropout]; "579 add_24" [id=579, type=add]; -"580 layer_norm_24" [id=580, type=layer_norm]; +"580 layer_norm_24" [id=580, type="layer_norm"]; "581 slice_1" [id=581, type=slice]; "582 select_36" [id=582, type=select]; "583 linear_48" [id=583, type=linear]; "584 output" [id=584, type=output]; -"0 class_token" -> "156 expand" [label="(1, 1, 768)", style=solid]; -"1 encoder_pos_embedding" -> "158 add" [label="(1, 197, 768)", style=solid]; -"2 conv_proj_weight" -> "153 conv2d" [label="(768, 3, 16, 16)", style=solid]; -"3 conv_proj_bias" -> "153 conv2d" [label="(768,)", style=solid]; -"4 encoder_layers_encoder_layer_0_ln_1_weight" -> "160 layer_norm" [label="(768,)", style=solid]; -"5 encoder_layers_encoder_layer_0_ln_1_bias" -> "160 layer_norm" [label="(768,)", style=solid]; -"6 encoder_layers_encoder_layer_0_self_attention_in_proj_weight" -> "162 linear" [label="(2304, 768)", style=solid]; -"7 encoder_layers_encoder_layer_0_self_attention_in_proj_bias" -> "162 linear" [label="(2304,)", style=solid]; -"8 encoder_layers_encoder_layer_0_self_attention_out_proj_weight" -> "183 linear_1" [label="(768, 768)", style=solid]; -"9 encoder_layers_encoder_layer_0_self_attention_out_proj_bias" -> "183 linear_1" [label="(768,)", style=solid]; -"10 encoder_layers_encoder_layer_0_ln_2_weight" -> "188 layer_norm_1" [label="(768,)", style=solid]; -"11 encoder_layers_encoder_layer_0_ln_2_bias" -> "188 layer_norm_1" [label="(768,)", style=solid]; -"12 encoder_layers_encoder_layer_0_mlp_0_weight" -> "189 linear_2" [label="(3072, 768)", style=solid]; -"13 encoder_layers_encoder_layer_0_mlp_0_bias" -> "189 linear_2" [label="(3072,)", style=solid]; -"14 encoder_layers_encoder_layer_0_mlp_3_weight" -> "192 linear_3" [label="(768, 3072)", style=solid]; -"15 encoder_layers_encoder_layer_0_mlp_3_bias" -> "192 linear_3" [label="(768,)", style=solid]; -"16 encoder_layers_encoder_layer_1_ln_1_weight" -> "195 layer_norm_2" [label="(768,)", style=solid]; -"17 encoder_layers_encoder_layer_1_ln_1_bias" -> "195 layer_norm_2" [label="(768,)", style=solid]; -"18 encoder_layers_encoder_layer_1_self_attention_in_proj_weight" -> "197 linear_4" [label="(2304, 768)", style=solid]; -"19 encoder_layers_encoder_layer_1_self_attention_in_proj_bias" -> "197 linear_4" [label="(2304,)", style=solid]; -"20 encoder_layers_encoder_layer_1_self_attention_out_proj_weight" -> "218 linear_5" [label="(768, 768)", style=solid]; -"21 encoder_layers_encoder_layer_1_self_attention_out_proj_bias" -> "218 linear_5" [label="(768,)", style=solid]; -"22 encoder_layers_encoder_layer_1_ln_2_weight" -> "223 layer_norm_3" [label="(768,)", style=solid]; -"23 encoder_layers_encoder_layer_1_ln_2_bias" -> "223 layer_norm_3" [label="(768,)", style=solid]; -"24 encoder_layers_encoder_layer_1_mlp_0_weight" -> "224 linear_6" [label="(3072, 768)", style=solid]; -"25 encoder_layers_encoder_layer_1_mlp_0_bias" -> "224 linear_6" [label="(3072,)", style=solid]; -"26 encoder_layers_encoder_layer_1_mlp_3_weight" -> "227 linear_7" [label="(768, 3072)", style=solid]; -"27 encoder_layers_encoder_layer_1_mlp_3_bias" -> "227 linear_7" [label="(768,)", style=solid]; -"28 encoder_layers_encoder_layer_2_ln_1_weight" -> "230 layer_norm_4" [label="(768,)", style=solid]; -"29 encoder_layers_encoder_layer_2_ln_1_bias" -> "230 layer_norm_4" [label="(768,)", style=solid]; -"30 encoder_layers_encoder_layer_2_self_attention_in_proj_weight" -> "232 linear_8" [label="(2304, 768)", style=solid]; -"31 encoder_layers_encoder_layer_2_self_attention_in_proj_bias" -> "232 linear_8" [label="(2304,)", style=solid]; -"32 encoder_layers_encoder_layer_2_self_attention_out_proj_weight" -> "253 linear_9" [label="(768, 768)", style=solid]; -"33 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style=solid]; -"226 dropout_5" -> "227 linear_7" [label="(1, 197, 3072)", style=solid]; -"227 linear_7" -> "228 dropout_6" [label="(1, 197, 768)", style=solid]; -"228 dropout_6" -> "229 add_4" [label="(1, 197, 768)", style=solid]; -"229 add_4" -> "230 layer_norm_4" [label="(1, 197, 768)", style=solid]; -"229 add_4" -> "257 add_5" [label="(1, 197, 768)", style=solid]; -"230 layer_norm_4" -> "231 transpose_12" [label="(1, 197, 768)", style=solid]; -"231 transpose_12" -> "232 linear_8" [label="(197, 1, 768)", style=solid]; -"232 linear_8" -> "233 unflatten_2" [label="(197, 1, 2304)", style=solid]; -"233 unflatten_2" -> "234 unsqueeze_2" [label="(197, 1, 3, 768)", style=solid]; -"234 unsqueeze_2" -> "235 transpose_13" [label="(1, 197, 1, 3, 768)", style=solid]; -"235 transpose_13" -> "236 squeeze_2" [label="(3, 197, 1, 1, 768)", style=solid]; -"236 squeeze_2" -> "237 contiguous_2" [label="(3, 197, 1, 768)", style=solid]; -"237 contiguous_2" -> "238 select_6" [label="(3, 197, 1, 768)", style=solid]; -"237 contiguous_2" -> "239 select_7" [label="(3, 197, 1, 768)", style=solid]; -"237 contiguous_2" -> "240 select_8" [label="(3, 197, 1, 768)", style=solid]; -"238 select_6" -> "241 view_16" [label="(197, 1, 768)", style=solid]; -"239 select_7" -> "243 view_17" [label="(197, 1, 768)", style=solid]; -"240 select_8" -> "245 view_18" [label="(197, 1, 768)", style=solid]; -"241 view_16" -> "242 transpose_14" [label="(197, 12, 64)", style=solid]; -"242 transpose_14" -> "247 view_19" [label="(12, 197, 64)", style=solid]; -"243 view_17" -> "244 transpose_15" [label="(197, 12, 64)", style=solid]; -"244 transpose_15" -> "248 view_20" [label="(12, 197, 64)", style=solid]; -"245 view_18" -> "246 transpose_16" [label="(197, 12, 64)", style=solid]; -"246 transpose_16" -> "249 view_21" [label="(12, 197, 64)", style=solid]; -"247 view_19" -> "250 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; -"248 view_20" -> "250 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; -"249 view_21" -> "250 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; -"250 scaled_dot_product_attention_2" -> "251 permute_3" [label="(1, 12, 197, 64)", style=solid]; -"251 permute_3" -> "252 view_22" [label="(197, 1, 12, 64)", style=solid]; -"252 view_22" -> "253 linear_9" [label="(197, 768)", style=solid]; -"253 linear_9" -> "254 view_23" [label="(197, 768)", style=solid]; -"254 view_23" -> "255 transpose_17" [label="(197, 1, 768)", style=solid]; -"255 transpose_17" -> "256 dropout_7" [label="(1, 197, 768)", style=solid]; -"256 dropout_7" -> "257 add_5" [label="(1, 197, 768)", style=solid]; -"257 add_5" -> "258 layer_norm_5" [label="(1, 197, 768)", style=solid]; -"257 add_5" -> "264 add_6" [label="(1, 197, 768)", style=solid]; -"258 layer_norm_5" -> "259 linear_10" [label="(1, 197, 768)", style=solid]; -"259 linear_10" -> "260 gelu_2" [label="(1, 197, 3072)", style=solid]; -"260 gelu_2" -> "261 dropout_8" [label="(1, 197, 3072)", style=solid]; -"261 dropout_8" -> "262 linear_11" [label="(1, 197, 3072)", style=solid]; -"262 linear_11" -> "263 dropout_9" [label="(1, 197, 768)", style=solid]; -"263 dropout_9" -> "264 add_6" [label="(1, 197, 768)", style=solid]; -"264 add_6" -> "265 layer_norm_6" [label="(1, 197, 768)", style=solid]; -"264 add_6" -> "292 add_7" [label="(1, 197, 768)", style=solid]; -"265 layer_norm_6" -> "266 transpose_18" [label="(1, 197, 768)", style=solid]; -"266 transpose_18" -> "267 linear_12" [label="(197, 1, 768)", style=solid]; -"267 linear_12" -> "268 unflatten_3" [label="(197, 1, 2304)", style=solid]; -"268 unflatten_3" -> "269 unsqueeze_3" [label="(197, 1, 3, 768)", style=solid]; -"269 unsqueeze_3" -> "270 transpose_19" [label="(1, 197, 1, 3, 768)", style=solid]; -"270 transpose_19" -> "271 squeeze_3" [label="(3, 197, 1, 1, 768)", style=solid]; -"271 squeeze_3" -> "272 contiguous_3" [label="(3, 197, 1, 768)", style=solid]; -"272 contiguous_3" -> "273 select_9" [label="(3, 197, 1, 768)", style=solid]; -"272 contiguous_3" -> "274 select_10" [label="(3, 197, 1, 768)", style=solid]; -"272 contiguous_3" -> "275 select_11" [label="(3, 197, 1, 768)", style=solid]; -"273 select_9" -> "276 view_24" [label="(197, 1, 768)", style=solid]; -"274 select_10" -> "278 view_25" [label="(197, 1, 768)", style=solid]; -"275 select_11" -> "280 view_26" [label="(197, 1, 768)", style=solid]; -"276 view_24" -> "277 transpose_20" [label="(197, 12, 64)", style=solid]; -"277 transpose_20" -> "282 view_27" [label="(12, 197, 64)", style=solid]; -"278 view_25" -> "279 transpose_21" [label="(197, 12, 64)", style=solid]; -"279 transpose_21" -> "283 view_28" [label="(12, 197, 64)", style=solid]; -"280 view_26" -> "281 transpose_22" [label="(197, 12, 64)", style=solid]; -"281 transpose_22" -> "284 view_29" [label="(12, 197, 64)", style=solid]; -"282 view_27" -> "285 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; -"283 view_28" -> "285 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; -"284 view_29" -> "285 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; -"285 scaled_dot_product_attention_3" -> "286 permute_4" [label="(1, 12, 197, 64)", style=solid]; -"286 permute_4" -> "287 view_30" [label="(197, 1, 12, 64)", style=solid]; -"287 view_30" -> "288 linear_13" [label="(197, 768)", style=solid]; -"288 linear_13" -> "289 view_31" [label="(197, 768)", style=solid]; -"289 view_31" -> "290 transpose_23" [label="(197, 1, 768)", style=solid]; -"290 transpose_23" -> "291 dropout_10" [label="(1, 197, 768)", style=solid]; -"291 dropout_10" -> "292 add_7" [label="(1, 197, 768)", style=solid]; -"292 add_7" -> "293 layer_norm_7" [label="(1, 197, 768)", style=solid]; -"292 add_7" -> "299 add_8" [label="(1, 197, 768)", style=solid]; -"293 layer_norm_7" -> "294 linear_14" [label="(1, 197, 768)", style=solid]; -"294 linear_14" -> "295 gelu_3" [label="(1, 197, 3072)", style=solid]; -"295 gelu_3" -> "296 dropout_11" [label="(1, 197, 3072)", style=solid]; -"296 dropout_11" -> "297 linear_15" [label="(1, 197, 3072)", style=solid]; -"297 linear_15" -> "298 dropout_12" [label="(1, 197, 768)", style=solid]; -"298 dropout_12" -> "299 add_8" [label="(1, 197, 768)", style=solid]; -"299 add_8" -> "300 layer_norm_8" [label="(1, 197, 768)", style=solid]; -"299 add_8" -> "327 add_9" [label="(1, 197, 768)", style=solid]; -"300 layer_norm_8" -> "301 transpose_24" [label="(1, 197, 768)", style=solid]; -"301 transpose_24" -> "302 linear_16" [label="(197, 1, 768)", style=solid]; -"302 linear_16" -> "303 unflatten_4" [label="(197, 1, 2304)", style=solid]; -"303 unflatten_4" -> "304 unsqueeze_4" [label="(197, 1, 3, 768)", style=solid]; -"304 unsqueeze_4" -> "305 transpose_25" [label="(1, 197, 1, 3, 768)", style=solid]; -"305 transpose_25" -> "306 squeeze_4" [label="(3, 197, 1, 1, 768)", style=solid]; -"306 squeeze_4" -> "307 contiguous_4" [label="(3, 197, 1, 768)", style=solid]; -"307 contiguous_4" -> "308 select_12" [label="(3, 197, 1, 768)", style=solid]; -"307 contiguous_4" -> "309 select_13" [label="(3, 197, 1, 768)", style=solid]; -"307 contiguous_4" -> "310 select_14" [label="(3, 197, 1, 768)", style=solid]; -"308 select_12" -> "311 view_32" [label="(197, 1, 768)", style=solid]; -"309 select_13" -> "313 view_33" [label="(197, 1, 768)", style=solid]; -"310 select_14" -> "315 view_34" [label="(197, 1, 768)", style=solid]; -"311 view_32" -> "312 transpose_26" [label="(197, 12, 64)", style=solid]; -"312 transpose_26" -> "317 view_35" [label="(12, 197, 64)", style=solid]; -"313 view_33" -> "314 transpose_27" [label="(197, 12, 64)", style=solid]; -"314 transpose_27" -> "318 view_36" [label="(12, 197, 64)", style=solid]; -"315 view_34" -> "316 transpose_28" [label="(197, 12, 64)", style=solid]; -"316 transpose_28" -> "319 view_37" [label="(12, 197, 64)", style=solid]; -"317 view_35" -> "320 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; -"318 view_36" -> "320 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; -"319 view_37" -> "320 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; -"320 scaled_dot_product_attention_4" -> "321 permute_5" [label="(1, 12, 197, 64)", style=solid]; -"321 permute_5" -> "322 view_38" [label="(197, 1, 12, 64)", style=solid]; -"322 view_38" -> "323 linear_17" [label="(197, 768)", style=solid]; -"323 linear_17" -> "324 view_39" [label="(197, 768)", style=solid]; -"324 view_39" -> "325 transpose_29" [label="(197, 1, 768)", style=solid]; -"325 transpose_29" -> "326 dropout_13" [label="(1, 197, 768)", style=solid]; -"326 dropout_13" -> "327 add_9" [label="(1, 197, 768)", style=solid]; -"327 add_9" -> "328 layer_norm_9" [label="(1, 197, 768)", style=solid]; -"327 add_9" -> "334 add_10" [label="(1, 197, 768)", style=solid]; -"328 layer_norm_9" -> "329 linear_18" [label="(1, 197, 768)", style=solid]; -"329 linear_18" -> "330 gelu_4" [label="(1, 197, 3072)", style=solid]; -"330 gelu_4" -> "331 dropout_14" [label="(1, 197, 3072)", style=solid]; -"331 dropout_14" -> "332 linear_19" [label="(1, 197, 3072)", style=solid]; -"332 linear_19" -> "333 dropout_15" [label="(1, 197, 768)", style=solid]; -"333 dropout_15" -> "334 add_10" [label="(1, 197, 768)", style=solid]; -"334 add_10" -> "335 layer_norm_10" [label="(1, 197, 768)", style=solid]; -"334 add_10" -> "362 add_11" [label="(1, 197, 768)", style=solid]; -"335 layer_norm_10" -> "336 transpose_30" [label="(1, 197, 768)", style=solid]; -"336 transpose_30" -> "337 linear_20" [label="(197, 1, 768)", style=solid]; -"337 linear_20" -> "338 unflatten_5" [label="(197, 1, 2304)", style=solid]; -"338 unflatten_5" -> "339 unsqueeze_5" [label="(197, 1, 3, 768)", style=solid]; -"339 unsqueeze_5" -> "340 transpose_31" [label="(1, 197, 1, 3, 768)", style=solid]; -"340 transpose_31" -> "341 squeeze_5" [label="(3, 197, 1, 1, 768)", style=solid]; -"341 squeeze_5" -> "342 contiguous_5" [label="(3, 197, 1, 768)", style=solid]; -"342 contiguous_5" -> "343 select_15" [label="(3, 197, 1, 768)", style=solid]; -"342 contiguous_5" -> "344 select_16" [label="(3, 197, 1, 768)", style=solid]; -"342 contiguous_5" -> "345 select_17" [label="(3, 197, 1, 768)", style=solid]; -"343 select_15" -> "346 view_40" [label="(197, 1, 768)", style=solid]; -"344 select_16" -> "348 view_41" [label="(197, 1, 768)", style=solid]; -"345 select_17" -> "350 view_42" [label="(197, 1, 768)", style=solid]; -"346 view_40" -> "347 transpose_32" [label="(197, 12, 64)", style=solid]; -"347 transpose_32" -> "352 view_43" [label="(12, 197, 64)", style=solid]; -"348 view_41" -> "349 transpose_33" [label="(197, 12, 64)", style=solid]; -"349 transpose_33" -> "353 view_44" [label="(12, 197, 64)", style=solid]; -"350 view_42" -> "351 transpose_34" [label="(197, 12, 64)", style=solid]; -"351 transpose_34" -> "354 view_45" [label="(12, 197, 64)", style=solid]; -"352 view_43" -> "355 scaled_dot_product_attention_5" [label="(1, 12, 197, 64)", style=solid]; -"353 view_44" -> "355 scaled_dot_product_attention_5" [label="(1, 12, 197, 64)", style=solid]; -"354 view_45" -> "355 scaled_dot_product_attention_5" [label="(1, 12, 197, 64)", style=solid]; -"355 scaled_dot_product_attention_5" -> "356 permute_6" [label="(1, 12, 197, 64)", style=solid]; -"356 permute_6" -> "357 view_46" [label="(197, 1, 12, 64)", style=solid]; -"357 view_46" -> "358 linear_21" [label="(197, 768)", style=solid]; -"358 linear_21" -> "359 view_47" [label="(197, 768)", style=solid]; -"359 view_47" -> "360 transpose_35" [label="(197, 1, 768)", style=solid]; -"360 transpose_35" -> "361 dropout_16" [label="(1, 197, 768)", style=solid]; -"361 dropout_16" -> "362 add_11" [label="(1, 197, 768)", style=solid]; -"362 add_11" -> "363 layer_norm_11" [label="(1, 197, 768)", style=solid]; -"362 add_11" -> "369 add_12" [label="(1, 197, 768)", style=solid]; -"363 layer_norm_11" -> "364 linear_22" [label="(1, 197, 768)", style=solid]; -"364 linear_22" -> "365 gelu_5" [label="(1, 197, 3072)", style=solid]; -"365 gelu_5" -> "366 dropout_17" [label="(1, 197, 3072)", style=solid]; -"366 dropout_17" -> "367 linear_23" [label="(1, 197, 3072)", style=solid]; -"367 linear_23" -> "368 dropout_18" [label="(1, 197, 768)", style=solid]; -"368 dropout_18" -> "369 add_12" [label="(1, 197, 768)", style=solid]; -"369 add_12" -> "370 layer_norm_12" [label="(1, 197, 768)", style=solid]; -"369 add_12" -> "397 add_13" [label="(1, 197, 768)", style=solid]; -"370 layer_norm_12" -> "371 transpose_36" [label="(1, 197, 768)", style=solid]; -"371 transpose_36" -> "372 linear_24" [label="(197, 1, 768)", style=solid]; -"372 linear_24" -> "373 unflatten_6" [label="(197, 1, 2304)", style=solid]; -"373 unflatten_6" -> "374 unsqueeze_6" [label="(197, 1, 3, 768)", style=solid]; -"374 unsqueeze_6" -> "375 transpose_37" [label="(1, 197, 1, 3, 768)", style=solid]; -"375 transpose_37" -> "376 squeeze_6" [label="(3, 197, 1, 1, 768)", style=solid]; -"376 squeeze_6" -> "377 contiguous_6" [label="(3, 197, 1, 768)", style=solid]; -"377 contiguous_6" -> "378 select_18" [label="(3, 197, 1, 768)", style=solid]; -"377 contiguous_6" -> "379 select_19" [label="(3, 197, 1, 768)", style=solid]; -"377 contiguous_6" -> "380 select_20" [label="(3, 197, 1, 768)", style=solid]; -"378 select_18" -> "381 view_48" [label="(197, 1, 768)", style=solid]; -"379 select_19" -> "383 view_49" [label="(197, 1, 768)", style=solid]; -"380 select_20" -> "385 view_50" [label="(197, 1, 768)", style=solid]; -"381 view_48" -> "382 transpose_38" [label="(197, 12, 64)", style=solid]; -"382 transpose_38" -> "387 view_51" [label="(12, 197, 64)", style=solid]; -"383 view_49" -> "384 transpose_39" [label="(197, 12, 64)", style=solid]; -"384 transpose_39" -> "388 view_52" [label="(12, 197, 64)", style=solid]; -"385 view_50" -> "386 transpose_40" [label="(197, 12, 64)", style=solid]; -"386 transpose_40" -> "389 view_53" [label="(12, 197, 64)", style=solid]; -"387 view_51" -> "390 scaled_dot_product_attention_6" [label="(1, 12, 197, 64)", style=solid]; -"388 view_52" -> "390 scaled_dot_product_attention_6" [label="(1, 12, 197, 64)", style=solid]; -"389 view_53" -> "390 scaled_dot_product_attention_6" [label="(1, 12, 197, 64)", style=solid]; -"390 scaled_dot_product_attention_6" -> "391 permute_7" [label="(1, 12, 197, 64)", style=solid]; -"391 permute_7" -> "392 view_54" [label="(197, 1, 12, 64)", style=solid]; -"392 view_54" -> "393 linear_25" [label="(197, 768)", style=solid]; -"393 linear_25" -> "394 view_55" [label="(197, 768)", style=solid]; -"394 view_55" -> "395 transpose_41" [label="(197, 1, 768)", style=solid]; -"395 transpose_41" -> "396 dropout_19" [label="(1, 197, 768)", style=solid]; -"396 dropout_19" -> "397 add_13" [label="(1, 197, 768)", style=solid]; -"397 add_13" -> "398 layer_norm_13" [label="(1, 197, 768)", style=solid]; -"397 add_13" -> "404 add_14" [label="(1, 197, 768)", style=solid]; -"398 layer_norm_13" -> "399 linear_26" [label="(1, 197, 768)", style=solid]; -"399 linear_26" -> "400 gelu_6" [label="(1, 197, 3072)", style=solid]; -"400 gelu_6" -> "401 dropout_20" [label="(1, 197, 3072)", style=solid]; -"401 dropout_20" -> "402 linear_27" [label="(1, 197, 3072)", style=solid]; -"402 linear_27" -> "403 dropout_21" [label="(1, 197, 768)", style=solid]; -"403 dropout_21" -> "404 add_14" [label="(1, 197, 768)", style=solid]; -"404 add_14" -> "405 layer_norm_14" [label="(1, 197, 768)", style=solid]; -"404 add_14" -> "432 add_15" [label="(1, 197, 768)", style=solid]; -"405 layer_norm_14" -> "406 transpose_42" [label="(1, 197, 768)", style=solid]; -"406 transpose_42" -> "407 linear_28" [label="(197, 1, 768)", style=solid]; -"407 linear_28" -> "408 unflatten_7" [label="(197, 1, 2304)", style=solid]; -"408 unflatten_7" -> "409 unsqueeze_7" [label="(197, 1, 3, 768)", style=solid]; -"409 unsqueeze_7" -> "410 transpose_43" [label="(1, 197, 1, 3, 768)", style=solid]; -"410 transpose_43" -> "411 squeeze_7" [label="(3, 197, 1, 1, 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"457 view_67" [style=solid, label="(12, 197, 64)"]; +"453 view_65" -> "454 transpose_51" [style=solid, label="(197, 12, 64)"]; +"454 transpose_51" -> "458 view_68" [style=solid, label="(12, 197, 64)"]; +"455 view_66" -> "456 transpose_52" [style=solid, label="(197, 12, 64)"]; +"456 transpose_52" -> "459 view_69" [style=solid, label="(12, 197, 64)"]; +"457 view_67" -> "460 scaled_dot_product_attention_8" [style=solid, label="(1, 12, 197, 64)"]; +"458 view_68" -> "460 scaled_dot_product_attention_8" [style=solid, label="(1, 12, 197, 64)"]; +"459 view_69" -> "460 scaled_dot_product_attention_8" [style=solid, label="(1, 12, 197, 64)"]; +"460 scaled_dot_product_attention_8" -> "461 permute_9" [style=solid, label="(1, 12, 197, 64)"]; +"461 permute_9" -> "462 view_70" [style=solid, label="(197, 1, 12, 64)"]; +"462 view_70" -> "463 linear_33" [style=solid, label="(197, 768)"]; +"463 linear_33" -> "464 view_71" [style=solid, label="(197, 768)"]; +"464 view_71" -> "465 transpose_53" [style=solid, label="(197, 1, 768)"]; +"465 transpose_53" -> "466 dropout_25" [style=solid, label="(1, 197, 768)"]; +"466 dropout_25" -> "467 add_17" [style=solid, label="(1, 197, 768)"]; +"467 add_17" -> "468 layer_norm_17" [style=solid, label="(1, 197, 768)"]; +"467 add_17" -> "474 add_18" [style=solid, label="(1, 197, 768)"]; +"468 layer_norm_17" -> "469 linear_34" [style=solid, label="(1, 197, 768)"]; +"469 linear_34" -> "470 gelu_8" [style=solid, label="(1, 197, 3072)"]; +"470 gelu_8" -> "471 dropout_26" [style=solid, label="(1, 197, 3072)"]; +"471 dropout_26" -> "472 linear_35" [style=solid, label="(1, 197, 3072)"]; +"472 linear_35" -> "473 dropout_27" [style=solid, label="(1, 197, 768)"]; +"473 dropout_27" -> "474 add_18" [style=solid, label="(1, 197, 768)"]; +"474 add_18" -> "475 layer_norm_18" [style=solid, label="(1, 197, 768)"]; +"474 add_18" -> "502 add_19" [style=solid, label="(1, 197, 768)"]; +"475 layer_norm_18" -> "476 transpose_54" [style=solid, label="(1, 197, 768)"]; +"476 transpose_54" -> "477 linear_36" [style=solid, label="(197, 1, 768)"]; +"477 linear_36" -> "478 unflatten_9" [style=solid, label="(197, 1, 2304)"]; +"478 unflatten_9" -> "479 unsqueeze_9" [style=solid, label="(197, 1, 3, 768)"]; +"479 unsqueeze_9" -> "480 transpose_55" [style=solid, label="(1, 197, 1, 3, 768)"]; +"480 transpose_55" -> "481 squeeze_9" [style=solid, label="(3, 197, 1, 1, 768)"]; +"481 squeeze_9" -> "482 contiguous_9" [style=solid, label="(3, 197, 1, 768)"]; +"482 contiguous_9" -> "483 select_27" [style=solid, label="(3, 197, 1, 768)"]; +"482 contiguous_9" -> "484 select_28" [style=solid, label="(3, 197, 1, 768)"]; +"482 contiguous_9" -> "485 select_29" [style=solid, label="(3, 197, 1, 768)"]; +"483 select_27" -> "486 view_72" [style=solid, label="(197, 1, 768)"]; +"484 select_28" -> "488 view_73" [style=solid, label="(197, 1, 768)"]; +"485 select_29" -> "490 view_74" [style=solid, label="(197, 1, 768)"]; +"486 view_72" -> "487 transpose_56" [style=solid, label="(197, 12, 64)"]; +"487 transpose_56" -> "492 view_75" [style=solid, label="(12, 197, 64)"]; +"488 view_73" -> "489 transpose_57" [style=solid, label="(197, 12, 64)"]; +"489 transpose_57" -> "493 view_76" [style=solid, label="(12, 197, 64)"]; +"490 view_74" -> "491 transpose_58" [style=solid, label="(197, 12, 64)"]; +"491 transpose_58" -> "494 view_77" [style=solid, label="(12, 197, 64)"]; +"492 view_75" -> "495 scaled_dot_product_attention_9" [style=solid, label="(1, 12, 197, 64)"]; +"493 view_76" -> "495 scaled_dot_product_attention_9" [style=solid, label="(1, 12, 197, 64)"]; +"494 view_77" -> "495 scaled_dot_product_attention_9" [style=solid, label="(1, 12, 197, 64)"]; +"495 scaled_dot_product_attention_9" -> "496 permute_10" [style=solid, label="(1, 12, 197, 64)"]; +"496 permute_10" -> "497 view_78" [style=solid, label="(197, 1, 12, 64)"]; +"497 view_78" -> "498 linear_37" [style=solid, label="(197, 768)"]; +"498 linear_37" -> "499 view_79" [style=solid, label="(197, 768)"]; +"499 view_79" -> "500 transpose_59" [style=solid, label="(197, 1, 768)"]; +"500 transpose_59" -> "501 dropout_28" [style=solid, label="(1, 197, 768)"]; +"501 dropout_28" -> "502 add_19" [style=solid, label="(1, 197, 768)"]; +"502 add_19" -> "503 layer_norm_19" [style=solid, label="(1, 197, 768)"]; +"502 add_19" -> "509 add_20" [style=solid, label="(1, 197, 768)"]; +"503 layer_norm_19" -> "504 linear_38" [style=solid, label="(1, 197, 768)"]; +"504 linear_38" -> "505 gelu_9" [style=solid, label="(1, 197, 3072)"]; +"505 gelu_9" -> "506 dropout_29" [style=solid, label="(1, 197, 3072)"]; +"506 dropout_29" -> "507 linear_39" [style=solid, label="(1, 197, 3072)"]; +"507 linear_39" -> "508 dropout_30" [style=solid, label="(1, 197, 768)"]; +"508 dropout_30" -> "509 add_20" [style=solid, label="(1, 197, 768)"]; +"509 add_20" -> "510 layer_norm_20" [style=solid, label="(1, 197, 768)"]; +"509 add_20" -> "537 add_21" [style=solid, label="(1, 197, 768)"]; +"510 layer_norm_20" -> "511 transpose_60" [style=solid, label="(1, 197, 768)"]; +"511 transpose_60" -> "512 linear_40" [style=solid, label="(197, 1, 768)"]; +"512 linear_40" -> "513 unflatten_10" [style=solid, label="(197, 1, 2304)"]; +"513 unflatten_10" -> "514 unsqueeze_10" [style=solid, label="(197, 1, 3, 768)"]; +"514 unsqueeze_10" -> "515 transpose_61" [style=solid, label="(1, 197, 1, 3, 768)"]; +"515 transpose_61" -> "516 squeeze_10" [style=solid, label="(3, 197, 1, 1, 768)"]; +"516 squeeze_10" -> "517 contiguous_10" [style=solid, label="(3, 197, 1, 768)"]; +"517 contiguous_10" -> "518 select_30" [style=solid, label="(3, 197, 1, 768)"]; +"517 contiguous_10" -> "519 select_31" [style=solid, label="(3, 197, 1, 768)"]; +"517 contiguous_10" -> "520 select_32" [style=solid, label="(3, 197, 1, 768)"]; +"518 select_30" -> "521 view_80" [style=solid, label="(197, 1, 768)"]; +"519 select_31" -> "523 view_81" [style=solid, label="(197, 1, 768)"]; +"520 select_32" -> "525 view_82" [style=solid, label="(197, 1, 768)"]; +"521 view_80" -> "522 transpose_62" [style=solid, label="(197, 12, 64)"]; +"522 transpose_62" -> "527 view_83" [style=solid, label="(12, 197, 64)"]; +"523 view_81" -> "524 transpose_63" [style=solid, label="(197, 12, 64)"]; +"524 transpose_63" -> "528 view_84" [style=solid, label="(12, 197, 64)"]; +"525 view_82" -> "526 transpose_64" [style=solid, label="(197, 12, 64)"]; +"526 transpose_64" -> "529 view_85" [style=solid, label="(12, 197, 64)"]; +"527 view_83" -> "530 scaled_dot_product_attention_10" [style=solid, label="(1, 12, 197, 64)"]; +"528 view_84" -> "530 scaled_dot_product_attention_10" [style=solid, label="(1, 12, 197, 64)"]; +"529 view_85" -> "530 scaled_dot_product_attention_10" [style=solid, label="(1, 12, 197, 64)"]; +"530 scaled_dot_product_attention_10" -> "531 permute_11" [style=solid, label="(1, 12, 197, 64)"]; +"531 permute_11" -> "532 view_86" [style=solid, label="(197, 1, 12, 64)"]; +"532 view_86" -> "533 linear_41" [style=solid, label="(197, 768)"]; +"533 linear_41" -> "534 view_87" [style=solid, label="(197, 768)"]; +"534 view_87" -> "535 transpose_65" [style=solid, label="(197, 1, 768)"]; +"535 transpose_65" -> "536 dropout_31" [style=solid, label="(1, 197, 768)"]; +"536 dropout_31" -> "537 add_21" [style=solid, label="(1, 197, 768)"]; +"537 add_21" -> "538 layer_norm_21" [style=solid, label="(1, 197, 768)"]; +"537 add_21" -> "544 add_22" [style=solid, label="(1, 197, 768)"]; +"538 layer_norm_21" -> "539 linear_42" [style=solid, label="(1, 197, 768)"]; +"539 linear_42" -> "540 gelu_10" [style=solid, label="(1, 197, 3072)"]; +"540 gelu_10" -> "541 dropout_32" [style=solid, label="(1, 197, 3072)"]; +"541 dropout_32" -> "542 linear_43" [style=solid, label="(1, 197, 3072)"]; +"542 linear_43" -> "543 dropout_33" [style=solid, label="(1, 197, 768)"]; +"543 dropout_33" -> "544 add_22" [style=solid, label="(1, 197, 768)"]; +"544 add_22" -> "545 layer_norm_22" [style=solid, label="(1, 197, 768)"]; +"544 add_22" -> "572 add_23" [style=solid, label="(1, 197, 768)"]; +"545 layer_norm_22" -> "546 transpose_66" [style=solid, label="(1, 197, 768)"]; +"546 transpose_66" -> "547 linear_44" [style=solid, label="(197, 1, 768)"]; +"547 linear_44" -> "548 unflatten_11" [style=solid, label="(197, 1, 2304)"]; +"548 unflatten_11" -> "549 unsqueeze_11" [style=solid, label="(197, 1, 3, 768)"]; +"549 unsqueeze_11" -> "550 transpose_67" [style=solid, label="(1, 197, 1, 3, 768)"]; +"550 transpose_67" -> "551 squeeze_11" [style=solid, label="(3, 197, 1, 1, 768)"]; +"551 squeeze_11" -> "552 contiguous_11" [style=solid, label="(3, 197, 1, 768)"]; +"552 contiguous_11" -> "553 select_33" [style=solid, label="(3, 197, 1, 768)"]; +"552 contiguous_11" -> "554 select_34" [style=solid, label="(3, 197, 1, 768)"]; +"552 contiguous_11" -> "555 select_35" [style=solid, label="(3, 197, 1, 768)"]; +"553 select_33" -> "556 view_88" [style=solid, label="(197, 1, 768)"]; +"554 select_34" -> "558 view_89" [style=solid, label="(197, 1, 768)"]; +"555 select_35" -> "560 view_90" [style=solid, label="(197, 1, 768)"]; +"556 view_88" -> "557 transpose_68" [style=solid, label="(197, 12, 64)"]; +"557 transpose_68" -> "562 view_91" [style=solid, label="(12, 197, 64)"]; +"558 view_89" -> "559 transpose_69" [style=solid, label="(197, 12, 64)"]; +"559 transpose_69" -> "563 view_92" [style=solid, label="(12, 197, 64)"]; +"560 view_90" -> "561 transpose_70" [style=solid, label="(197, 12, 64)"]; +"561 transpose_70" -> "564 view_93" [style=solid, label="(12, 197, 64)"]; +"562 view_91" -> "565 scaled_dot_product_attention_11" [style=solid, label="(1, 12, 197, 64)"]; +"563 view_92" -> "565 scaled_dot_product_attention_11" [style=solid, label="(1, 12, 197, 64)"]; +"564 view_93" -> "565 scaled_dot_product_attention_11" [style=solid, label="(1, 12, 197, 64)"]; +"565 scaled_dot_product_attention_11" -> "566 permute_12" [style=solid, label="(1, 12, 197, 64)"]; +"566 permute_12" -> "567 view_94" [style=solid, label="(197, 1, 12, 64)"]; +"567 view_94" -> "568 linear_45" [style=solid, label="(197, 768)"]; +"568 linear_45" -> "569 view_95" [style=solid, label="(197, 768)"]; +"569 view_95" -> "570 transpose_71" [style=solid, label="(197, 1, 768)"]; +"570 transpose_71" -> "571 dropout_34" [style=solid, label="(1, 197, 768)"]; +"571 dropout_34" -> "572 add_23" [style=solid, label="(1, 197, 768)"]; +"572 add_23" -> "573 layer_norm_23" [style=solid, label="(1, 197, 768)"]; +"572 add_23" -> "579 add_24" [style=solid, label="(1, 197, 768)"]; +"573 layer_norm_23" -> "574 linear_46" [style=solid, label="(1, 197, 768)"]; +"574 linear_46" -> "575 gelu_11" [style=solid, label="(1, 197, 3072)"]; +"575 gelu_11" -> "576 dropout_35" [style=solid, label="(1, 197, 3072)"]; +"576 dropout_35" -> "577 linear_47" [style=solid, label="(1, 197, 3072)"]; +"577 linear_47" -> "578 dropout_36" [style=solid, label="(1, 197, 768)"]; +"578 dropout_36" -> "579 add_24" [style=solid, label="(1, 197, 768)"]; +"579 add_24" -> "580 layer_norm_24" [style=solid, label="(1, 197, 768)"]; +"580 layer_norm_24" -> "581 slice_1" [style=solid, label="(1, 197, 768)"]; +"581 slice_1" -> "582 select_36" [style=solid, label="(1, 197, 768)"]; +"582 select_36" -> "583 linear_48" [style=solid, label="(1, 768)"]; +"583 linear_48" -> "584 output" [style=solid, label="(1, 1000)"]; } diff --git a/tests/torch2/data/fx/yolo11n_sdpa_block.dot b/tests/torch2/data/fx/yolo11n_sdpa_block.dot index ad5973015dd..f2455b0cef8 100644 --- a/tests/torch2/data/fx/yolo11n_sdpa_block.dot +++ b/tests/torch2/data/fx/yolo11n_sdpa_block.dot @@ -1,5 +1,5 @@ -strict digraph { -"0 kqv_weight" [id=0, type=get_attr]; +strict digraph { +"0 kqv_weight" [id=0, type="get_attr"]; "1 x" [id=1, type=input]; "2 linear" [id=2, type=linear]; "3 slice_1" [id=3, type=slice]; @@ -13,29 +13,29 @@ strict digraph { "11 slice_9" [id=11, type=slice]; "12 transpose" [id=12, type=transpose]; "13 matmul" [id=13, type=matmul]; -"14 div_" [id=14, type=div_]; +"14 div_" [id=14, type="div_"]; "15 softmax" [id=15, type=softmax]; "16 transpose_1" [id=16, type=transpose]; "17 matmul_1" [id=17, type=matmul]; "18 output" [id=18, type=output]; -"0 kqv_weight" -> "2 linear" [label="(12, 4)", style=solid]; -"1 x" -> "2 linear" [label="(1, 2, 4)", style=solid]; -"2 linear" -> "3 slice_1" [label="(1, 2, 12)", style=solid]; -"2 linear" -> "6 slice_4" [label="(1, 2, 12)", style=solid]; -"2 linear" -> "9 slice_7" [label="(1, 2, 12)", style=solid]; -"3 slice_1" -> "4 slice_2" [label="(1, 2, 12)", style=solid]; -"4 slice_2" -> "5 slice_3" [label="(1, 2, 12)", style=solid]; -"5 slice_3" -> "13 matmul" [label="(1, 2, 4)", style=solid]; -"6 slice_4" -> "7 slice_5" [label="(1, 2, 12)", style=solid]; -"7 slice_5" -> "8 slice_6" [label="(1, 2, 12)", style=solid]; -"8 slice_6" -> "12 transpose" [label="(1, 2, 4)", style=solid]; -"9 slice_7" -> "10 slice_8" [label="(1, 2, 12)", style=solid]; -"10 slice_8" -> "11 slice_9" [label="(1, 2, 12)", style=solid]; -"11 slice_9" -> "17 matmul_1" [label="(1, 2, 4)", style=solid]; -"12 transpose" -> "13 matmul" [label="(1, 4, 2)", style=solid]; -"13 matmul" -> "14 div_" [label="(1, 2, 2)", style=solid]; -"14 div_" -> "15 softmax" [label="(1, 2, 2)", style=solid]; -"15 softmax" -> "16 transpose_1" [label="(1, 2, 2)", style=solid]; -"16 transpose_1" -> "17 matmul_1" [label="(1, 2, 2)", style=solid]; -"17 matmul_1" -> "18 output" [label="(1, 2, 4)", style=solid]; +"0 kqv_weight" -> "2 linear" [style=solid, label="(12, 4)"]; +"1 x" -> "2 linear" [style=solid, label="(1, 2, 4)"]; +"2 linear" -> "3 slice_1" [style=solid, label="(1, 2, 12)"]; +"2 linear" -> "6 slice_4" [style=solid, label="(1, 2, 12)"]; +"2 linear" -> "9 slice_7" [style=solid, label="(1, 2, 12)"]; +"3 slice_1" -> "4 slice_2" [style=solid, label="(1, 2, 12)"]; +"4 slice_2" -> "5 slice_3" [style=solid, label="(1, 2, 12)"]; +"5 slice_3" -> "13 matmul" [style=solid, label="(1, 2, 4)"]; +"6 slice_4" -> "7 slice_5" [style=solid, label="(1, 2, 12)"]; +"7 slice_5" -> "8 slice_6" [style=solid, label="(1, 2, 12)"]; +"8 slice_6" -> "12 transpose" [style=solid, label="(1, 2, 4)"]; +"9 slice_7" -> "10 slice_8" [style=solid, label="(1, 2, 12)"]; +"10 slice_8" -> "11 slice_9" [style=solid, label="(1, 2, 12)"]; +"11 slice_9" -> "17 matmul_1" [style=solid, label="(1, 2, 4)"]; +"12 transpose" -> "13 matmul" [style=solid, label="(1, 4, 2)"]; +"13 matmul" -> "14 div_" [style=solid, label="(1, 2, 2)"]; +"14 div_" -> "15 softmax" [style=solid, label="(1, 2, 2)"]; +"15 softmax" -> "16 transpose_1" [style=solid, label="(1, 2, 2)"]; +"16 transpose_1" -> "17 matmul_1" [style=solid, label="(1, 2, 2)"]; +"17 matmul_1" -> "18 output" [style=solid, label="(1, 2, 4)"]; } diff --git a/tests/torch2/fx/test_models.py b/tests/torch2/fx/test_models.py index 7093e4203af..4bb47f0759e 100644 --- a/tests/torch2/fx/test_models.py +++ b/tests/torch2/fx/test_models.py @@ -139,19 +139,19 @@ def test_model(test_case: ModelCase): ( ModelCase(test_models.UNet, "unet", [1, 3, 224, 224]), {}, - [(46, 46), (23, 23)], + [(46, 50), (23, 27)], [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, 51), (30, 30)], + [(51, 58), (30, 37)], [Dim.AUTO, Dim.STATIC, Dim.AUTO, Dim.AUTO], ), ( torchvision_model_case("mobilenet_v3_small", (1, 3, 224, 224)), {}, - [(97, 97), (61, 61)], + [(97, 112), (61, 76)], [Dim.AUTO, Dim.STATIC, Dim.AUTO, Dim.AUTO], ), ( diff --git a/tests/torch2/fx/test_sanity.py b/tests/torch2/fx/test_sanity.py index 3792df50a4f..61fbddcd198 100644 --- a/tests/torch2/fx/test_sanity.py +++ b/tests/torch2/fx/test_sanity.py @@ -51,7 +51,7 @@ class SanitySampleCase: "https://storage.openvinotoolkit.org/repositories/nncf/openvino_notebook_ckpts/302_resnet18_fp32_v1.pth", 55.30, 30, - 30, + 37, ), )