diff --git a/src/nncf/onnx/graph/metatypes/groups.py b/src/nncf/onnx/graph/metatypes/groups.py index 32d490b2ed2..d772624dd06 100644 --- a/src/nncf/onnx/graph/metatypes/groups.py +++ b/src/nncf/onnx/graph/metatypes/groups.py @@ -54,6 +54,7 @@ onnx_metatypes.ONNXDepthwiseConvolutionMetatype, onnx_metatypes.ONNXConvolutionTransposeMetatype, onnx_metatypes.ONNXDeformableConvolutionMetatype, + onnx_metatypes.ONNXGroupConvolutionMetatype, ] LINEAR_OPERATIONS = [*CONVOLUTION_METATYPES, *MATMUL_METATYPES] diff --git a/tests/cross_fw/test_templates/test_bias_correction.py b/tests/cross_fw/test_templates/test_bias_correction.py index 367f8a45a2b..a3eef07fdfe 100644 --- a/tests/cross_fw/test_templates/test_bias_correction.py +++ b/tests/cross_fw/test_templates/test_bias_correction.py @@ -133,18 +133,18 @@ def quantized_test_model(self, tmpdir) -> TModel: ( MultipleConvTestModel, { - "/conv_1/Conv": [0.6658976, -0.70563036], - "/conv_2/Conv": [-0.307696, -0.42806846, 0.44965455], - "/conv_3/Conv": [-0.0033792169, 1.0661412], - "/conv_4/Conv": [-0.6941606, 0.9958957, 0.6081058], + "node_conv2d": [0.6658976, -0.70563036], + "node_conv2d_1": [-0.307696, -0.42806846, 0.44965455], + "node_conv2d_2": [-0.0033792169, 1.0661412], + "node_conv2d_3": [-0.6941606, 0.9958957, 0.6081058], # Disabled latest layer due to backends differences - # "/conv_5/Conv": [0.07476559, -0.75797373], + # "node_conv2d_4": [0.07476559, -0.75797373], }, ), - (ConvTestModel, {"/conv/Conv": [0.11085186, 1.0017344]}), - (DepthwiseConvTestModel, {"/conv/Conv": [-1.1229, -0.1863]}), - (TransposeConvTestModel, {"/conv/ConvTranspose": [0.66797173, -0.7070703]}), - (OneDimMM, {"/linear/MatMul": [0.95773065, 1.3218939, 0.81694865]}), + (ConvTestModel, {"node_conv2d": [0.11085186, 1.0017344]}), + (DepthwiseConvTestModel, {"node_conv2d": [-1.1229, -0.1863]}), + (TransposeConvTestModel, {"node_convolution": [0.66797173, -0.7070703]}), + (OneDimMM, {"node_MatMul_1": [0.95773065, 1.3218939, 0.81694865]}), ), ) def test_update_bias(self, model_cls, ref_biases, tmpdir): diff --git a/tests/onnx/data/reference_graphs/original_nncf_graph/densenet121.dot b/tests/onnx/data/reference_graphs/original_nncf_graph/densenet121.dot index 7063088f6fc..dcf8857d519 100644 --- a/tests/onnx/data/reference_graphs/original_nncf_graph/densenet121.dot +++ b/tests/onnx/data/reference_graphs/original_nncf_graph/densenet121.dot @@ -1,1284 +1,1276 @@ -strict digraph { -"0 /features/conv0/Conv" [id=0, type=Conv]; -"1 /features/relu0/Relu" [id=1, type=Relu]; -"2 /features/pool0/MaxPool" [id=2, type=MaxPool]; -"3 /features/denseblock1/denselayer1/Concat" [id=3, type=Concat]; -"4 /features/denseblock1/denselayer1/norm1/BatchNormalization" [id=4, type=BatchNormalization]; -"5 /features/denseblock1/denselayer1/relu1/Relu" [id=5, type=Relu]; -"6 /features/denseblock1/denselayer1/conv1/Conv" [id=6, type=Conv]; -"7 /features/denseblock1/denselayer1/relu2/Relu" [id=7, type=Relu]; -"8 /features/denseblock1/denselayer1/conv2/Conv" [id=8, type=Conv]; -"9 /features/denseblock1/denselayer2/Concat" [id=9, type=Concat]; -"10 /features/denseblock1/denselayer2/norm1/BatchNormalization" [id=10, type=BatchNormalization]; -"11 /features/denseblock1/denselayer2/relu1/Relu" [id=11, type=Relu]; -"12 /features/denseblock1/denselayer2/conv1/Conv" [id=12, type=Conv]; -"13 /features/denseblock1/denselayer2/relu2/Relu" [id=13, type=Relu]; -"14 /features/denseblock1/denselayer2/conv2/Conv" [id=14, type=Conv]; -"15 /features/denseblock1/denselayer3/Concat" [id=15, type=Concat]; -"16 /features/denseblock1/denselayer3/norm1/BatchNormalization" [id=16, type=BatchNormalization]; -"17 /features/denseblock1/denselayer3/relu1/Relu" [id=17, type=Relu]; -"18 /features/denseblock1/denselayer3/conv1/Conv" [id=18, type=Conv]; -"19 /features/denseblock1/denselayer3/relu2/Relu" [id=19, type=Relu]; -"20 /features/denseblock1/denselayer3/conv2/Conv" [id=20, type=Conv]; -"21 /features/denseblock1/denselayer4/Concat" [id=21, type=Concat]; -"22 /features/denseblock1/denselayer4/norm1/BatchNormalization" [id=22, type=BatchNormalization]; -"23 /features/denseblock1/denselayer4/relu1/Relu" [id=23, type=Relu]; -"24 /features/denseblock1/denselayer4/conv1/Conv" [id=24, type=Conv]; -"25 /features/denseblock1/denselayer4/relu2/Relu" [id=25, type=Relu]; -"26 /features/denseblock1/denselayer4/conv2/Conv" [id=26, type=Conv]; -"27 /features/denseblock1/denselayer5/Concat" [id=27, type=Concat]; -"28 /features/denseblock1/denselayer5/norm1/BatchNormalization" [id=28, type=BatchNormalization]; -"29 /features/denseblock1/denselayer5/relu1/Relu" [id=29, type=Relu]; -"30 /features/denseblock1/denselayer5/conv1/Conv" [id=30, type=Conv]; -"31 /features/denseblock1/denselayer5/relu2/Relu" [id=31, type=Relu]; -"32 /features/denseblock1/denselayer5/conv2/Conv" [id=32, type=Conv]; -"33 /features/denseblock1/denselayer6/Concat" [id=33, type=Concat]; -"34 /features/denseblock1/denselayer6/norm1/BatchNormalization" [id=34, type=BatchNormalization]; -"35 /features/denseblock1/denselayer6/relu1/Relu" [id=35, type=Relu]; -"36 /features/denseblock1/denselayer6/conv1/Conv" [id=36, type=Conv]; -"37 /features/denseblock1/denselayer6/relu2/Relu" [id=37, type=Relu]; -"38 /features/denseblock1/denselayer6/conv2/Conv" [id=38, type=Conv]; -"39 /features/denseblock1/Concat" [id=39, type=Concat]; -"40 /features/transition1/norm/BatchNormalization" [id=40, type=BatchNormalization]; -"41 /features/transition1/relu/Relu" [id=41, type=Relu]; -"42 /features/transition1/conv/Conv" [id=42, type=Conv]; -"43 /features/transition1/pool/AveragePool" [id=43, type=AveragePool]; -"44 /features/denseblock2/denselayer1/Concat" [id=44, type=Concat]; -"45 /features/denseblock2/denselayer1/norm1/BatchNormalization" [id=45, type=BatchNormalization]; -"46 /features/denseblock2/denselayer1/relu1/Relu" [id=46, type=Relu]; -"47 /features/denseblock2/denselayer1/conv1/Conv" [id=47, type=Conv]; -"48 /features/denseblock2/denselayer1/relu2/Relu" [id=48, type=Relu]; -"49 /features/denseblock2/denselayer1/conv2/Conv" [id=49, type=Conv]; -"50 /features/denseblock2/denselayer2/Concat" [id=50, type=Concat]; -"51 /features/denseblock2/denselayer2/norm1/BatchNormalization" [id=51, type=BatchNormalization]; -"52 /features/denseblock2/denselayer2/relu1/Relu" [id=52, type=Relu]; -"53 /features/denseblock2/denselayer2/conv1/Conv" [id=53, type=Conv]; -"54 /features/denseblock2/denselayer2/relu2/Relu" [id=54, type=Relu]; -"55 /features/denseblock2/denselayer2/conv2/Conv" [id=55, type=Conv]; -"56 /features/denseblock2/denselayer3/Concat" [id=56, type=Concat]; -"57 /features/denseblock2/denselayer3/norm1/BatchNormalization" [id=57, type=BatchNormalization]; -"58 /features/denseblock2/denselayer3/relu1/Relu" [id=58, type=Relu]; -"59 /features/denseblock2/denselayer3/conv1/Conv" [id=59, type=Conv]; -"60 /features/denseblock2/denselayer3/relu2/Relu" [id=60, type=Relu]; -"61 /features/denseblock2/denselayer3/conv2/Conv" [id=61, type=Conv]; -"62 /features/denseblock2/denselayer4/Concat" [id=62, type=Concat]; -"63 /features/denseblock2/denselayer4/norm1/BatchNormalization" [id=63, type=BatchNormalization]; -"64 /features/denseblock2/denselayer4/relu1/Relu" [id=64, type=Relu]; -"65 /features/denseblock2/denselayer4/conv1/Conv" [id=65, type=Conv]; -"66 /features/denseblock2/denselayer4/relu2/Relu" [id=66, type=Relu]; -"67 /features/denseblock2/denselayer4/conv2/Conv" [id=67, type=Conv]; -"68 /features/denseblock2/denselayer5/Concat" [id=68, type=Concat]; -"69 /features/denseblock2/denselayer5/norm1/BatchNormalization" [id=69, type=BatchNormalization]; -"70 /features/denseblock2/denselayer5/relu1/Relu" [id=70, type=Relu]; -"71 /features/denseblock2/denselayer5/conv1/Conv" [id=71, type=Conv]; -"72 /features/denseblock2/denselayer5/relu2/Relu" [id=72, type=Relu]; -"73 /features/denseblock2/denselayer5/conv2/Conv" [id=73, type=Conv]; -"74 /features/denseblock2/denselayer6/Concat" [id=74, type=Concat]; -"75 /features/denseblock2/denselayer6/norm1/BatchNormalization" [id=75, type=BatchNormalization]; -"76 /features/denseblock2/denselayer6/relu1/Relu" [id=76, type=Relu]; -"77 /features/denseblock2/denselayer6/conv1/Conv" [id=77, type=Conv]; -"78 /features/denseblock2/denselayer6/relu2/Relu" [id=78, type=Relu]; -"79 /features/denseblock2/denselayer6/conv2/Conv" [id=79, type=Conv]; -"80 /features/denseblock2/denselayer7/Concat" [id=80, type=Concat]; -"81 /features/denseblock2/denselayer7/norm1/BatchNormalization" [id=81, type=BatchNormalization]; -"82 /features/denseblock2/denselayer7/relu1/Relu" [id=82, type=Relu]; -"83 /features/denseblock2/denselayer7/conv1/Conv" [id=83, type=Conv]; -"84 /features/denseblock2/denselayer7/relu2/Relu" [id=84, type=Relu]; -"85 /features/denseblock2/denselayer7/conv2/Conv" [id=85, type=Conv]; -"86 /features/denseblock2/denselayer8/Concat" [id=86, type=Concat]; -"87 /features/denseblock2/denselayer8/norm1/BatchNormalization" [id=87, type=BatchNormalization]; -"88 /features/denseblock2/denselayer8/relu1/Relu" [id=88, type=Relu]; -"89 /features/denseblock2/denselayer8/conv1/Conv" [id=89, type=Conv]; -"90 /features/denseblock2/denselayer8/relu2/Relu" [id=90, type=Relu]; -"91 /features/denseblock2/denselayer8/conv2/Conv" [id=91, type=Conv]; -"92 /features/denseblock2/denselayer9/Concat" [id=92, type=Concat]; -"93 /features/denseblock2/denselayer9/norm1/BatchNormalization" [id=93, type=BatchNormalization]; -"94 /features/denseblock2/denselayer9/relu1/Relu" [id=94, type=Relu]; -"95 /features/denseblock2/denselayer9/conv1/Conv" [id=95, type=Conv]; -"96 /features/denseblock2/denselayer9/relu2/Relu" [id=96, type=Relu]; -"97 /features/denseblock2/denselayer9/conv2/Conv" [id=97, type=Conv]; -"98 /features/denseblock2/denselayer10/Concat" [id=98, type=Concat]; -"99 /features/denseblock2/denselayer10/norm1/BatchNormalization" [id=99, type=BatchNormalization]; -"100 /features/denseblock2/denselayer10/relu1/Relu" [id=100, type=Relu]; -"101 /features/denseblock2/denselayer10/conv1/Conv" [id=101, type=Conv]; -"102 /features/denseblock2/denselayer10/relu2/Relu" [id=102, type=Relu]; -"103 /features/denseblock2/denselayer10/conv2/Conv" [id=103, type=Conv]; -"104 /features/denseblock2/denselayer11/Concat" [id=104, type=Concat]; -"105 /features/denseblock2/denselayer11/norm1/BatchNormalization" [id=105, type=BatchNormalization]; -"106 /features/denseblock2/denselayer11/relu1/Relu" [id=106, type=Relu]; -"107 /features/denseblock2/denselayer11/conv1/Conv" [id=107, type=Conv]; -"108 /features/denseblock2/denselayer11/relu2/Relu" [id=108, type=Relu]; -"109 /features/denseblock2/denselayer11/conv2/Conv" [id=109, type=Conv]; -"110 /features/denseblock2/denselayer12/Concat" [id=110, type=Concat]; -"111 /features/denseblock2/denselayer12/norm1/BatchNormalization" [id=111, type=BatchNormalization]; -"112 /features/denseblock2/denselayer12/relu1/Relu" [id=112, type=Relu]; -"113 /features/denseblock2/denselayer12/conv1/Conv" [id=113, type=Conv]; -"114 /features/denseblock2/denselayer12/relu2/Relu" [id=114, type=Relu]; -"115 /features/denseblock2/denselayer12/conv2/Conv" [id=115, type=Conv]; -"116 /features/denseblock2/Concat" [id=116, type=Concat]; -"117 /features/transition2/norm/BatchNormalization" [id=117, type=BatchNormalization]; -"118 /features/transition2/relu/Relu" [id=118, type=Relu]; -"119 /features/transition2/conv/Conv" [id=119, type=Conv]; -"120 /features/transition2/pool/AveragePool" [id=120, type=AveragePool]; -"121 /features/denseblock3/denselayer1/Concat" [id=121, type=Concat]; -"122 /features/denseblock3/denselayer1/norm1/BatchNormalization" [id=122, type=BatchNormalization]; -"123 /features/denseblock3/denselayer1/relu1/Relu" [id=123, type=Relu]; -"124 /features/denseblock3/denselayer1/conv1/Conv" [id=124, type=Conv]; -"125 /features/denseblock3/denselayer1/relu2/Relu" [id=125, type=Relu]; -"126 /features/denseblock3/denselayer1/conv2/Conv" [id=126, type=Conv]; -"127 /features/denseblock3/denselayer2/Concat" [id=127, type=Concat]; -"128 /features/denseblock3/denselayer2/norm1/BatchNormalization" [id=128, type=BatchNormalization]; -"129 /features/denseblock3/denselayer2/relu1/Relu" [id=129, type=Relu]; -"130 /features/denseblock3/denselayer2/conv1/Conv" [id=130, type=Conv]; -"131 /features/denseblock3/denselayer2/relu2/Relu" [id=131, type=Relu]; -"132 /features/denseblock3/denselayer2/conv2/Conv" [id=132, type=Conv]; -"133 /features/denseblock3/denselayer3/Concat" [id=133, type=Concat]; -"134 /features/denseblock3/denselayer3/norm1/BatchNormalization" [id=134, type=BatchNormalization]; -"135 /features/denseblock3/denselayer3/relu1/Relu" [id=135, type=Relu]; -"136 /features/denseblock3/denselayer3/conv1/Conv" [id=136, type=Conv]; -"137 /features/denseblock3/denselayer3/relu2/Relu" [id=137, type=Relu]; -"138 /features/denseblock3/denselayer3/conv2/Conv" [id=138, type=Conv]; -"139 /features/denseblock3/denselayer4/Concat" [id=139, type=Concat]; -"140 /features/denseblock3/denselayer4/norm1/BatchNormalization" [id=140, type=BatchNormalization]; -"141 /features/denseblock3/denselayer4/relu1/Relu" [id=141, type=Relu]; -"142 /features/denseblock3/denselayer4/conv1/Conv" [id=142, type=Conv]; -"143 /features/denseblock3/denselayer4/relu2/Relu" [id=143, type=Relu]; -"144 /features/denseblock3/denselayer4/conv2/Conv" [id=144, type=Conv]; -"145 /features/denseblock3/denselayer5/Concat" [id=145, type=Concat]; -"146 /features/denseblock3/denselayer5/norm1/BatchNormalization" [id=146, type=BatchNormalization]; -"147 /features/denseblock3/denselayer5/relu1/Relu" [id=147, type=Relu]; -"148 /features/denseblock3/denselayer5/conv1/Conv" [id=148, type=Conv]; -"149 /features/denseblock3/denselayer5/relu2/Relu" [id=149, type=Relu]; -"150 /features/denseblock3/denselayer5/conv2/Conv" [id=150, type=Conv]; -"151 /features/denseblock3/denselayer6/Concat" [id=151, type=Concat]; -"152 /features/denseblock3/denselayer6/norm1/BatchNormalization" [id=152, type=BatchNormalization]; -"153 /features/denseblock3/denselayer6/relu1/Relu" [id=153, type=Relu]; -"154 /features/denseblock3/denselayer6/conv1/Conv" [id=154, type=Conv]; -"155 /features/denseblock3/denselayer6/relu2/Relu" [id=155, type=Relu]; -"156 /features/denseblock3/denselayer6/conv2/Conv" [id=156, type=Conv]; -"157 /features/denseblock3/denselayer7/Concat" [id=157, type=Concat]; -"158 /features/denseblock3/denselayer7/norm1/BatchNormalization" [id=158, type=BatchNormalization]; -"159 /features/denseblock3/denselayer7/relu1/Relu" [id=159, type=Relu]; -"160 /features/denseblock3/denselayer7/conv1/Conv" [id=160, type=Conv]; -"161 /features/denseblock3/denselayer7/relu2/Relu" [id=161, type=Relu]; -"162 /features/denseblock3/denselayer7/conv2/Conv" [id=162, type=Conv]; -"163 /features/denseblock3/denselayer8/Concat" [id=163, type=Concat]; -"164 /features/denseblock3/denselayer8/norm1/BatchNormalization" [id=164, type=BatchNormalization]; -"165 /features/denseblock3/denselayer8/relu1/Relu" [id=165, type=Relu]; -"166 /features/denseblock3/denselayer8/conv1/Conv" [id=166, type=Conv]; -"167 /features/denseblock3/denselayer8/relu2/Relu" [id=167, type=Relu]; -"168 /features/denseblock3/denselayer8/conv2/Conv" [id=168, type=Conv]; -"169 /features/denseblock3/denselayer9/Concat" [id=169, type=Concat]; -"170 /features/denseblock3/denselayer9/norm1/BatchNormalization" [id=170, type=BatchNormalization]; -"171 /features/denseblock3/denselayer9/relu1/Relu" [id=171, type=Relu]; -"172 /features/denseblock3/denselayer9/conv1/Conv" [id=172, type=Conv]; -"173 /features/denseblock3/denselayer9/relu2/Relu" [id=173, type=Relu]; -"174 /features/denseblock3/denselayer9/conv2/Conv" [id=174, type=Conv]; -"175 /features/denseblock3/denselayer10/Concat" [id=175, type=Concat]; -"176 /features/denseblock3/denselayer10/norm1/BatchNormalization" [id=176, type=BatchNormalization]; -"177 /features/denseblock3/denselayer10/relu1/Relu" [id=177, type=Relu]; -"178 /features/denseblock3/denselayer10/conv1/Conv" [id=178, type=Conv]; -"179 /features/denseblock3/denselayer10/relu2/Relu" [id=179, type=Relu]; -"180 /features/denseblock3/denselayer10/conv2/Conv" [id=180, type=Conv]; -"181 /features/denseblock3/denselayer11/Concat" [id=181, type=Concat]; -"182 /features/denseblock3/denselayer11/norm1/BatchNormalization" [id=182, type=BatchNormalization]; -"183 /features/denseblock3/denselayer11/relu1/Relu" [id=183, type=Relu]; -"184 /features/denseblock3/denselayer11/conv1/Conv" [id=184, type=Conv]; -"185 /features/denseblock3/denselayer11/relu2/Relu" [id=185, type=Relu]; -"186 /features/denseblock3/denselayer11/conv2/Conv" [id=186, type=Conv]; -"187 /features/denseblock3/denselayer12/Concat" [id=187, type=Concat]; -"188 /features/denseblock3/denselayer12/norm1/BatchNormalization" [id=188, type=BatchNormalization]; -"189 /features/denseblock3/denselayer12/relu1/Relu" [id=189, type=Relu]; -"190 /features/denseblock3/denselayer12/conv1/Conv" [id=190, type=Conv]; -"191 /features/denseblock3/denselayer12/relu2/Relu" [id=191, type=Relu]; -"192 /features/denseblock3/denselayer12/conv2/Conv" [id=192, type=Conv]; -"193 /features/denseblock3/denselayer13/Concat" [id=193, type=Concat]; -"194 /features/denseblock3/denselayer13/norm1/BatchNormalization" [id=194, type=BatchNormalization]; -"195 /features/denseblock3/denselayer13/relu1/Relu" [id=195, type=Relu]; -"196 /features/denseblock3/denselayer13/conv1/Conv" [id=196, type=Conv]; -"197 /features/denseblock3/denselayer13/relu2/Relu" [id=197, type=Relu]; -"198 /features/denseblock3/denselayer13/conv2/Conv" [id=198, type=Conv]; -"199 /features/denseblock3/denselayer14/Concat" [id=199, type=Concat]; -"200 /features/denseblock3/denselayer14/norm1/BatchNormalization" [id=200, type=BatchNormalization]; -"201 /features/denseblock3/denselayer14/relu1/Relu" [id=201, type=Relu]; -"202 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style=solid]; -"34 /features/denseblock1/denselayer6/norm1/BatchNormalization" -> "35 /features/denseblock1/denselayer6/relu1/Relu" [label="[1, 224, 56, 56]", style=solid]; -"35 /features/denseblock1/denselayer6/relu1/Relu" -> "36 /features/denseblock1/denselayer6/conv1/Conv" [label="[1, 224, 56, 56]", style=solid]; -"36 /features/denseblock1/denselayer6/conv1/Conv" -> "37 /features/denseblock1/denselayer6/relu2/Relu" [label="[1, 128, 56, 56]", style=solid]; -"37 /features/denseblock1/denselayer6/relu2/Relu" -> "38 /features/denseblock1/denselayer6/conv2/Conv" [label="[1, 128, 56, 56]", style=solid]; -"38 /features/denseblock1/denselayer6/conv2/Conv" -> "39 /features/denseblock1/Concat" [label="[1, 32, 56, 56]", style=solid]; -"39 /features/denseblock1/Concat" -> "40 /features/transition1/norm/BatchNormalization" [label="[1, 256, 56, 56]", style=solid]; -"40 /features/transition1/norm/BatchNormalization" -> "41 /features/transition1/relu/Relu" [label="[1, 256, 56, 56]", style=solid]; 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style=solid]; -"61 /features/denseblock2/denselayer3/conv2/Conv" -> "80 /features/denseblock2/denselayer7/Concat" [label="[1, 32, 28, 28]", style=solid]; -"61 /features/denseblock2/denselayer3/conv2/Conv" -> "86 /features/denseblock2/denselayer8/Concat" [label="[1, 32, 28, 28]", style=solid]; -"61 /features/denseblock2/denselayer3/conv2/Conv" -> "92 /features/denseblock2/denselayer9/Concat" [label="[1, 32, 28, 28]", style=solid]; -"61 /features/denseblock2/denselayer3/conv2/Conv" -> "98 /features/denseblock2/denselayer10/Concat" [label="[1, 32, 28, 28]", style=solid]; -"61 /features/denseblock2/denselayer3/conv2/Conv" -> "104 /features/denseblock2/denselayer11/Concat" [label="[1, 32, 28, 28]", style=solid]; -"61 /features/denseblock2/denselayer3/conv2/Conv" -> "110 /features/denseblock2/denselayer12/Concat" [label="[1, 32, 28, 28]", style=solid]; -"61 /features/denseblock2/denselayer3/conv2/Conv" -> "116 /features/denseblock2/Concat" [label="[1, 32, 28, 28]", style=solid]; -"62 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"332 node_cat_56" [style=solid, label="[1, 32, 7, 7]"]; +"319 node_Conv_1611" -> "338 node_cat_57" [style=solid, label="[1, 32, 7, 7]"]; +"319 node_Conv_1611" -> "344 node_cat_58" [style=solid, label="[1, 32, 7, 7]"]; +"319 node_Conv_1611" -> "350 node_cat_59" [style=solid, label="[1, 32, 7, 7]"]; +"319 node_Conv_1611" -> "356 node_cat_60" [style=solid, label="[1, 32, 7, 7]"]; +"319 node_Conv_1611" -> "362 node_cat_61" [style=solid, label="[1, 32, 7, 7]"]; +"320 node_cat_54" -> "321 node__native_batch_norm_legit_no_training_106__0" [style=solid, label="[1, 800, 7, 7]"]; +"321 node__native_batch_norm_legit_no_training_106__0" -> "322 node_relu_106" [style=solid, label="[1, 800, 7, 7]"]; +"322 node_relu_106" -> "323 node_Conv_1613" [style=solid, label="[1, 800, 7, 7]"]; +"323 node_Conv_1613" -> "324 node_relu_107" [style=solid, label="[1, 128, 7, 7]"]; +"324 node_relu_107" -> "325 node_Conv_1614" [style=solid, label="[1, 128, 7, 7]"]; +"325 node_Conv_1614" -> "326 node_cat_55" [style=solid, label="[1, 32, 7, 7]"]; +"325 node_Conv_1614" -> "332 node_cat_56" [style=solid, label="[1, 32, 7, 7]"]; +"325 node_Conv_1614" -> "338 node_cat_57" [style=solid, label="[1, 32, 7, 7]"]; +"325 node_Conv_1614" -> "344 node_cat_58" [style=solid, label="[1, 32, 7, 7]"]; +"325 node_Conv_1614" -> "350 node_cat_59" [style=solid, label="[1, 32, 7, 7]"]; +"325 node_Conv_1614" -> "356 node_cat_60" [style=solid, label="[1, 32, 7, 7]"]; +"325 node_Conv_1614" -> "362 node_cat_61" [style=solid, label="[1, 32, 7, 7]"]; +"326 node_cat_55" -> "327 node__native_batch_norm_legit_no_training_108__0" [style=solid, label="[1, 832, 7, 7]"]; +"327 node__native_batch_norm_legit_no_training_108__0" -> "328 node_relu_108" [style=solid, label="[1, 832, 7, 7]"]; +"328 node_relu_108" -> "329 node_Conv_1616" [style=solid, label="[1, 832, 7, 7]"]; +"329 node_Conv_1616" -> "330 node_relu_109" [style=solid, label="[1, 128, 7, 7]"]; +"330 node_relu_109" -> "331 node_Conv_1617" [style=solid, label="[1, 128, 7, 7]"]; +"331 node_Conv_1617" -> "332 node_cat_56" [style=solid, label="[1, 32, 7, 7]"]; +"331 node_Conv_1617" -> "338 node_cat_57" [style=solid, label="[1, 32, 7, 7]"]; +"331 node_Conv_1617" -> "344 node_cat_58" [style=solid, label="[1, 32, 7, 7]"]; +"331 node_Conv_1617" -> "350 node_cat_59" [style=solid, label="[1, 32, 7, 7]"]; +"331 node_Conv_1617" -> "356 node_cat_60" [style=solid, label="[1, 32, 7, 7]"]; +"331 node_Conv_1617" -> "362 node_cat_61" [style=solid, label="[1, 32, 7, 7]"]; +"332 node_cat_56" -> "333 node__native_batch_norm_legit_no_training_110__0" [style=solid, label="[1, 864, 7, 7]"]; +"333 node__native_batch_norm_legit_no_training_110__0" -> "334 node_relu_110" [style=solid, label="[1, 864, 7, 7]"]; +"334 node_relu_110" -> "335 node_Conv_1619" [style=solid, label="[1, 864, 7, 7]"]; +"335 node_Conv_1619" -> "336 node_relu_111" [style=solid, label="[1, 128, 7, 7]"]; +"336 node_relu_111" -> "337 node_Conv_1620" [style=solid, label="[1, 128, 7, 7]"]; +"337 node_Conv_1620" -> "338 node_cat_57" [style=solid, label="[1, 32, 7, 7]"]; +"337 node_Conv_1620" -> "344 node_cat_58" [style=solid, label="[1, 32, 7, 7]"]; +"337 node_Conv_1620" -> "350 node_cat_59" [style=solid, label="[1, 32, 7, 7]"]; +"337 node_Conv_1620" -> "356 node_cat_60" [style=solid, label="[1, 32, 7, 7]"]; +"337 node_Conv_1620" -> "362 node_cat_61" [style=solid, label="[1, 32, 7, 7]"]; +"338 node_cat_57" -> "339 node__native_batch_norm_legit_no_training_112__0" [style=solid, label="[1, 896, 7, 7]"]; +"339 node__native_batch_norm_legit_no_training_112__0" -> "340 node_relu_112" [style=solid, label="[1, 896, 7, 7]"]; +"340 node_relu_112" -> "341 node_Conv_1622" [style=solid, label="[1, 896, 7, 7]"]; +"341 node_Conv_1622" -> "342 node_relu_113" [style=solid, label="[1, 128, 7, 7]"]; +"342 node_relu_113" -> "343 node_Conv_1623" [style=solid, label="[1, 128, 7, 7]"]; +"343 node_Conv_1623" -> "344 node_cat_58" [style=solid, label="[1, 32, 7, 7]"]; +"343 node_Conv_1623" -> "350 node_cat_59" [style=solid, label="[1, 32, 7, 7]"]; +"343 node_Conv_1623" -> "356 node_cat_60" [style=solid, label="[1, 32, 7, 7]"]; +"343 node_Conv_1623" -> "362 node_cat_61" [style=solid, label="[1, 32, 7, 7]"]; +"344 node_cat_58" -> "345 node__native_batch_norm_legit_no_training_114__0" [style=solid, label="[1, 928, 7, 7]"]; +"345 node__native_batch_norm_legit_no_training_114__0" -> "346 node_relu_114" [style=solid, label="[1, 928, 7, 7]"]; +"346 node_relu_114" -> "347 node_Conv_1625" [style=solid, label="[1, 928, 7, 7]"]; +"347 node_Conv_1625" -> "348 node_relu_115" [style=solid, label="[1, 128, 7, 7]"]; +"348 node_relu_115" -> "349 node_Conv_1626" [style=solid, label="[1, 128, 7, 7]"]; +"349 node_Conv_1626" -> "350 node_cat_59" [style=solid, label="[1, 32, 7, 7]"]; +"349 node_Conv_1626" -> "356 node_cat_60" [style=solid, label="[1, 32, 7, 7]"]; +"349 node_Conv_1626" -> "362 node_cat_61" [style=solid, label="[1, 32, 7, 7]"]; +"350 node_cat_59" -> "351 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label="[1, 128, 7, 7]"]; +"360 node_relu_119" -> "361 node_Conv_1632" [style=solid, label="[1, 128, 7, 7]"]; +"361 node_Conv_1632" -> "362 node_cat_61" [style=solid, label="[1, 32, 7, 7]"]; +"362 node_cat_61" -> "363 node__native_batch_norm_legit_no_training_120__0" [style=solid, label="[1, 1024, 7, 7]"]; +"363 node__native_batch_norm_legit_no_training_120__0" -> "364 node_relu_120" [style=solid, label="[1, 1024, 7, 7]"]; +"364 node_relu_120" -> "365 node_mean" [style=solid, label="[1, 1024, 7, 7]"]; +"365 node_mean" -> "366 node_view" [style=solid, label="[1, 1024, 1, 1]"]; +"366 node_view" -> "367 node_linear" [style=solid, label="[1, 1024]"]; +"367 node_linear" -> "369 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"368 nncf_model_input_0" -> "0 node_Conv_1455" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/original_nncf_graph/googlenet.dot b/tests/onnx/data/reference_graphs/original_nncf_graph/googlenet.dot index 261fc879033..bc305406a0d 100644 --- a/tests/onnx/data/reference_graphs/original_nncf_graph/googlenet.dot +++ b/tests/onnx/data/reference_graphs/original_nncf_graph/googlenet.dot @@ -1,362 +1,338 @@ -strict digraph { -"0 /Constant" [id=0, type=Constant]; -"1 /Constant_1" [id=1, type=Constant]; -"2 /Gather" [id=2, type=Gather]; -"3 /Constant_2" [id=3, type=Constant]; -"4 /Unsqueeze" [id=4, type=Unsqueeze]; -"5 /Constant_3" [id=5, type=Constant]; -"6 /Mul" [id=6, type=Mul]; -"7 /Constant_4" [id=7, type=Constant]; -"8 /Add" [id=8, type=Add]; -"9 /Gather_1" [id=9, type=Gather]; -"10 /Constant_5" [id=10, type=Constant]; -"11 /Unsqueeze_1" [id=11, type=Unsqueeze]; -"12 /Constant_6" [id=12, type=Constant]; -"13 /Mul_1" [id=13, type=Mul]; -"14 /Constant_7" [id=14, type=Constant]; -"15 /Add_1" [id=15, type=Add]; -"16 /Constant_8" [id=16, type=Constant]; -"17 /Gather_2" [id=17, type=Gather]; -"18 /Constant_9" [id=18, type=Constant]; -"19 /Unsqueeze_2" [id=19, type=Unsqueeze]; -"20 /Constant_10" 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node_relu_12" -> "43 node_Conv_731" [style=solid, label="[1, 32, 28, 28]"]; +"43 node_Conv_731" -> "44 node_relu_13" [style=solid, label="[1, 96, 28, 28]"]; +"44 node_relu_13" -> "48 node_cat_2" [style=solid, label="[1, 96, 28, 28]"]; +"45 node_max_pool2d_3" -> "46 node_Conv_733" [style=solid, label="[1, 256, 28, 28]"]; +"46 node_Conv_733" -> "47 node_relu_14" [style=solid, label="[1, 64, 28, 28]"]; +"47 node_relu_14" -> "48 node_cat_2" [style=solid, label="[1, 64, 28, 28]"]; +"48 node_cat_2" -> "49 node_max_pool2d_4" [style=solid, label="[1, 480, 28, 28]"]; +"49 node_max_pool2d_4" -> "50 node_Conv_735" [style=solid, label="[1, 480, 14, 14]"]; +"49 node_max_pool2d_4" -> "52 node_Conv_737" [style=solid, label="[1, 480, 14, 14]"]; +"49 node_max_pool2d_4" -> "56 node_Conv_741" [style=solid, label="[1, 480, 14, 14]"]; +"49 node_max_pool2d_4" -> "60 node_max_pool2d_5" [style=solid, label="[1, 480, 14, 14]"]; +"50 node_Conv_735" -> "51 node_relu_15" [style=solid, label="[1, 192, 14, 14]"]; +"51 node_relu_15" -> "63 node_cat_3" [style=solid, label="[1, 192, 14, 14]"]; +"52 node_Conv_737" -> "53 node_relu_16" [style=solid, label="[1, 96, 14, 14]"]; +"53 node_relu_16" -> "54 node_Conv_739" [style=solid, label="[1, 96, 14, 14]"]; +"54 node_Conv_739" -> "55 node_relu_17" [style=solid, label="[1, 208, 14, 14]"]; +"55 node_relu_17" -> "63 node_cat_3" [style=solid, label="[1, 208, 14, 14]"]; +"56 node_Conv_741" -> "57 node_relu_18" [style=solid, label="[1, 16, 14, 14]"]; +"57 node_relu_18" -> "58 node_Conv_743" [style=solid, label="[1, 16, 14, 14]"]; +"58 node_Conv_743" -> "59 node_relu_19" [style=solid, label="[1, 48, 14, 14]"]; +"59 node_relu_19" -> "63 node_cat_3" [style=solid, label="[1, 48, 14, 14]"]; +"60 node_max_pool2d_5" -> "61 node_Conv_745" [style=solid, label="[1, 480, 14, 14]"]; +"61 node_Conv_745" -> "62 node_relu_20" [style=solid, label="[1, 64, 14, 14]"]; +"62 node_relu_20" -> "63 node_cat_3" [style=solid, label="[1, 64, 14, 14]"]; +"63 node_cat_3" -> "64 node_Conv_747" [style=solid, label="[1, 512, 14, 14]"]; +"63 node_cat_3" -> "66 node_Conv_749" [style=solid, label="[1, 512, 14, 14]"]; +"63 node_cat_3" -> "70 node_Conv_753" [style=solid, label="[1, 512, 14, 14]"]; +"63 node_cat_3" -> "74 node_max_pool2d_6" [style=solid, label="[1, 512, 14, 14]"]; +"64 node_Conv_747" -> "65 node_relu_21" [style=solid, label="[1, 160, 14, 14]"]; +"65 node_relu_21" -> "77 node_cat_4" [style=solid, label="[1, 160, 14, 14]"]; +"66 node_Conv_749" -> "67 node_relu_22" [style=solid, label="[1, 112, 14, 14]"]; +"67 node_relu_22" -> "68 node_Conv_751" [style=solid, label="[1, 112, 14, 14]"]; +"68 node_Conv_751" -> "69 node_relu_23" [style=solid, label="[1, 224, 14, 14]"]; +"69 node_relu_23" -> "77 node_cat_4" [style=solid, label="[1, 224, 14, 14]"]; +"70 node_Conv_753" -> "71 node_relu_24" [style=solid, label="[1, 24, 14, 14]"]; +"71 node_relu_24" -> "72 node_Conv_755" [style=solid, label="[1, 24, 14, 14]"]; +"72 node_Conv_755" -> "73 node_relu_25" [style=solid, label="[1, 64, 14, 14]"]; +"73 node_relu_25" -> "77 node_cat_4" [style=solid, label="[1, 64, 14, 14]"]; +"74 node_max_pool2d_6" -> "75 node_Conv_757" [style=solid, label="[1, 512, 14, 14]"]; +"75 node_Conv_757" -> "76 node_relu_26" [style=solid, label="[1, 64, 14, 14]"]; +"76 node_relu_26" -> "77 node_cat_4" [style=solid, label="[1, 64, 14, 14]"]; +"77 node_cat_4" -> "78 node_Conv_759" [style=solid, label="[1, 512, 14, 14]"]; +"77 node_cat_4" -> "80 node_Conv_761" [style=solid, label="[1, 512, 14, 14]"]; +"77 node_cat_4" -> "84 node_Conv_765" [style=solid, label="[1, 512, 14, 14]"]; +"77 node_cat_4" -> "88 node_max_pool2d_7" [style=solid, label="[1, 512, 14, 14]"]; +"78 node_Conv_759" -> "79 node_relu_27" [style=solid, label="[1, 128, 14, 14]"]; +"79 node_relu_27" -> "91 node_cat_5" [style=solid, label="[1, 128, 14, 14]"]; +"80 node_Conv_761" -> "81 node_relu_28" [style=solid, label="[1, 128, 14, 14]"]; +"81 node_relu_28" -> "82 node_Conv_763" [style=solid, label="[1, 128, 14, 14]"]; +"82 node_Conv_763" -> "83 node_relu_29" [style=solid, label="[1, 256, 14, 14]"]; +"83 node_relu_29" -> "91 node_cat_5" [style=solid, label="[1, 256, 14, 14]"]; +"84 node_Conv_765" -> "85 node_relu_30" [style=solid, label="[1, 24, 14, 14]"]; +"85 node_relu_30" -> "86 node_Conv_767" [style=solid, label="[1, 24, 14, 14]"]; +"86 node_Conv_767" -> "87 node_relu_31" [style=solid, label="[1, 64, 14, 14]"]; +"87 node_relu_31" -> "91 node_cat_5" [style=solid, label="[1, 64, 14, 14]"]; +"88 node_max_pool2d_7" -> "89 node_Conv_769" [style=solid, label="[1, 512, 14, 14]"]; +"89 node_Conv_769" -> "90 node_relu_32" [style=solid, label="[1, 64, 14, 14]"]; +"90 node_relu_32" -> "91 node_cat_5" [style=solid, label="[1, 64, 14, 14]"]; +"91 node_cat_5" -> "92 node_Conv_771" [style=solid, label="[1, 512, 14, 14]"]; +"91 node_cat_5" -> "94 node_Conv_773" [style=solid, label="[1, 512, 14, 14]"]; +"91 node_cat_5" -> "98 node_Conv_777" [style=solid, label="[1, 512, 14, 14]"]; +"91 node_cat_5" -> "102 node_max_pool2d_8" [style=solid, label="[1, 512, 14, 14]"]; +"92 node_Conv_771" -> "93 node_relu_33" [style=solid, label="[1, 112, 14, 14]"]; +"93 node_relu_33" -> "105 node_cat_6" [style=solid, label="[1, 112, 14, 14]"]; +"94 node_Conv_773" -> "95 node_relu_34" [style=solid, label="[1, 144, 14, 14]"]; +"95 node_relu_34" -> "96 node_Conv_775" [style=solid, label="[1, 144, 14, 14]"]; +"96 node_Conv_775" -> "97 node_relu_35" [style=solid, label="[1, 288, 14, 14]"]; +"97 node_relu_35" -> "105 node_cat_6" [style=solid, label="[1, 288, 14, 14]"]; +"98 node_Conv_777" -> "99 node_relu_36" [style=solid, label="[1, 32, 14, 14]"]; +"99 node_relu_36" -> "100 node_Conv_779" [style=solid, label="[1, 32, 14, 14]"]; +"100 node_Conv_779" -> "101 node_relu_37" [style=solid, label="[1, 64, 14, 14]"]; +"101 node_relu_37" -> "105 node_cat_6" [style=solid, label="[1, 64, 14, 14]"]; +"102 node_max_pool2d_8" -> "103 node_Conv_781" [style=solid, label="[1, 512, 14, 14]"]; +"103 node_Conv_781" -> "104 node_relu_38" [style=solid, label="[1, 64, 14, 14]"]; +"104 node_relu_38" -> "105 node_cat_6" [style=solid, label="[1, 64, 14, 14]"]; +"105 node_cat_6" -> "106 node_Conv_783" [style=solid, label="[1, 528, 14, 14]"]; +"105 node_cat_6" -> "108 node_Conv_785" [style=solid, label="[1, 528, 14, 14]"]; +"105 node_cat_6" -> "112 node_Conv_789" [style=solid, label="[1, 528, 14, 14]"]; +"105 node_cat_6" -> "116 node_max_pool2d_9" [style=solid, label="[1, 528, 14, 14]"]; +"106 node_Conv_783" -> "107 node_relu_39" [style=solid, label="[1, 256, 14, 14]"]; +"107 node_relu_39" -> "119 node_cat_7" [style=solid, label="[1, 256, 14, 14]"]; +"108 node_Conv_785" -> "109 node_relu_40" [style=solid, label="[1, 160, 14, 14]"]; +"109 node_relu_40" -> "110 node_Conv_787" [style=solid, label="[1, 160, 14, 14]"]; +"110 node_Conv_787" -> "111 node_relu_41" [style=solid, label="[1, 320, 14, 14]"]; +"111 node_relu_41" -> "119 node_cat_7" [style=solid, label="[1, 320, 14, 14]"]; +"112 node_Conv_789" -> "113 node_relu_42" [style=solid, label="[1, 32, 14, 14]"]; +"113 node_relu_42" -> "114 node_Conv_791" [style=solid, label="[1, 32, 14, 14]"]; +"114 node_Conv_791" -> "115 node_relu_43" [style=solid, label="[1, 128, 14, 14]"]; +"115 node_relu_43" -> "119 node_cat_7" [style=solid, label="[1, 128, 14, 14]"]; +"116 node_max_pool2d_9" -> "117 node_Conv_793" [style=solid, label="[1, 528, 14, 14]"]; +"117 node_Conv_793" -> "118 node_relu_44" [style=solid, label="[1, 128, 14, 14]"]; +"118 node_relu_44" -> "119 node_cat_7" [style=solid, label="[1, 128, 14, 14]"]; +"119 node_cat_7" -> "120 node_max_pool2d_10" [style=solid, label="[1, 832, 14, 14]"]; +"120 node_max_pool2d_10" -> "121 node_Conv_795" [style=solid, label="[1, 832, 7, 7]"]; +"120 node_max_pool2d_10" -> "123 node_Conv_797" [style=solid, label="[1, 832, 7, 7]"]; +"120 node_max_pool2d_10" -> "127 node_Conv_801" [style=solid, label="[1, 832, 7, 7]"]; +"120 node_max_pool2d_10" -> "131 node_max_pool2d_11" [style=solid, label="[1, 832, 7, 7]"]; +"121 node_Conv_795" -> "122 node_relu_45" [style=solid, label="[1, 256, 7, 7]"]; +"122 node_relu_45" -> "134 node_cat_8" [style=solid, label="[1, 256, 7, 7]"]; +"123 node_Conv_797" -> "124 node_relu_46" [style=solid, label="[1, 160, 7, 7]"]; +"124 node_relu_46" -> "125 node_Conv_799" [style=solid, label="[1, 160, 7, 7]"]; +"125 node_Conv_799" -> "126 node_relu_47" [style=solid, label="[1, 320, 7, 7]"]; +"126 node_relu_47" -> "134 node_cat_8" [style=solid, label="[1, 320, 7, 7]"]; +"127 node_Conv_801" -> "128 node_relu_48" [style=solid, label="[1, 32, 7, 7]"]; +"128 node_relu_48" -> "129 node_Conv_803" [style=solid, label="[1, 32, 7, 7]"]; +"129 node_Conv_803" -> "130 node_relu_49" [style=solid, label="[1, 128, 7, 7]"]; +"130 node_relu_49" -> "134 node_cat_8" [style=solid, label="[1, 128, 7, 7]"]; +"131 node_max_pool2d_11" -> "132 node_Conv_805" [style=solid, label="[1, 832, 7, 7]"]; +"132 node_Conv_805" -> "133 node_relu_50" [style=solid, label="[1, 128, 7, 7]"]; +"133 node_relu_50" -> "134 node_cat_8" [style=solid, label="[1, 128, 7, 7]"]; +"134 node_cat_8" -> "135 node_Conv_807" [style=solid, label="[1, 832, 7, 7]"]; +"134 node_cat_8" -> "137 node_Conv_809" [style=solid, label="[1, 832, 7, 7]"]; +"134 node_cat_8" -> "141 node_Conv_813" [style=solid, label="[1, 832, 7, 7]"]; +"134 node_cat_8" -> "145 node_max_pool2d_12" [style=solid, label="[1, 832, 7, 7]"]; +"135 node_Conv_807" -> "136 node_relu_51" [style=solid, label="[1, 384, 7, 7]"]; +"136 node_relu_51" -> "148 node_cat_9" [style=solid, label="[1, 384, 7, 7]"]; +"137 node_Conv_809" -> "138 node_relu_52" [style=solid, label="[1, 192, 7, 7]"]; +"138 node_relu_52" -> "139 node_Conv_811" [style=solid, label="[1, 192, 7, 7]"]; +"139 node_Conv_811" -> "140 node_relu_53" [style=solid, label="[1, 384, 7, 7]"]; +"140 node_relu_53" -> "148 node_cat_9" [style=solid, label="[1, 384, 7, 7]"]; +"141 node_Conv_813" -> "142 node_relu_54" [style=solid, label="[1, 48, 7, 7]"]; +"142 node_relu_54" -> "143 node_Conv_815" [style=solid, label="[1, 48, 7, 7]"]; +"143 node_Conv_815" -> "144 node_relu_55" [style=solid, label="[1, 128, 7, 7]"]; +"144 node_relu_55" -> "148 node_cat_9" [style=solid, label="[1, 128, 7, 7]"]; +"145 node_max_pool2d_12" -> "146 node_Conv_817" [style=solid, label="[1, 832, 7, 7]"]; +"146 node_Conv_817" -> "147 node_relu_56" [style=solid, label="[1, 128, 7, 7]"]; +"147 node_relu_56" -> "148 node_cat_9" [style=solid, label="[1, 128, 7, 7]"]; +"148 node_cat_9" -> "149 node_mean" [style=solid, label="[1, 1024, 7, 7]"]; +"149 node_mean" -> "150 node_view" [style=solid, label="[1, 1024, 1, 1]"]; +"150 node_view" -> "151 node_linear" [style=solid, label="[1, 1024]"]; +"151 node_linear" -> "153 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"152 nncf_model_input_0" -> "0 node_select" [style=solid, label="[1, 3, 224, 224]"]; +"152 nncf_model_input_0" -> "4 node_select_1" [style=solid, label="[1, 3, 224, 224]"]; +"152 nncf_model_input_0" -> "8 node_select_2" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/original_nncf_graph/inception_v3.dot b/tests/onnx/data/reference_graphs/original_nncf_graph/inception_v3.dot index cae0857e1db..0c1c14e21a5 100644 --- a/tests/onnx/data/reference_graphs/original_nncf_graph/inception_v3.dot +++ b/tests/onnx/data/reference_graphs/original_nncf_graph/inception_v3.dot @@ -1,522 +1,506 @@ -strict digraph { -"0 /Constant" [id=0, type=Constant]; -"1 /Constant_1" [id=1, type=Constant]; -"2 /Gather" [id=2, type=Gather]; -"3 /Constant_2" [id=3, type=Constant]; -"4 /Unsqueeze" [id=4, type=Unsqueeze]; -"5 /Constant_3" [id=5, type=Constant]; -"6 /Mul" [id=6, type=Mul]; -"7 /Constant_4" [id=7, type=Constant]; -"8 /Add" [id=8, type=Add]; -"9 /Gather_1" [id=9, type=Gather]; -"10 /Constant_5" [id=10, type=Constant]; -"11 /Unsqueeze_1" [id=11, type=Unsqueeze]; -"12 /Constant_6" [id=12, type=Constant]; -"13 /Mul_1" [id=13, type=Mul]; -"14 /Constant_7" [id=14, type=Constant]; -"15 /Add_1" [id=15, type=Add]; -"16 /Constant_8" [id=16, type=Constant]; -"17 /Gather_2" [id=17, type=Gather]; -"18 /Constant_9" [id=18, type=Constant]; -"19 /Unsqueeze_2" [id=19, type=Unsqueeze]; -"20 /Constant_10" [id=20, type=Constant]; -"21 /Mul_2" [id=21, type=Mul]; -"22 /Constant_11" [id=22, type=Constant]; -"23 /Add_2" [id=23, type=Add]; -"24 /Concat" [id=24, type=Concat]; -"25 /Conv2d_1a_3x3/conv/Conv" [id=25, type=Conv]; -"26 /Conv2d_1a_3x3/Relu" [id=26, type=Relu]; -"27 /Conv2d_2a_3x3/conv/Conv" [id=27, type=Conv]; -"28 /Conv2d_2a_3x3/Relu" [id=28, type=Relu]; -"29 /Conv2d_2b_3x3/conv/Conv" [id=29, type=Conv]; -"30 /Conv2d_2b_3x3/Relu" [id=30, type=Relu]; -"31 /maxpool1/MaxPool" [id=31, type=MaxPool]; -"32 /Conv2d_3b_1x1/conv/Conv" [id=32, type=Conv]; -"33 /Conv2d_3b_1x1/Relu" [id=33, type=Relu]; -"34 /Conv2d_4a_3x3/conv/Conv" [id=34, type=Conv]; -"35 /Conv2d_4a_3x3/Relu" [id=35, type=Relu]; -"36 /maxpool2/MaxPool" [id=36, type=MaxPool]; -"37 /Mixed_5b/branch1x1/conv/Conv" [id=37, type=Conv]; -"38 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-> "47 /Mixed_5b/branch3x3dbl_3/conv/Conv" [label="[1, 96, 25, 25]", style=solid]; -"47 /Mixed_5b/branch3x3dbl_3/conv/Conv" -> "48 /Mixed_5b/branch3x3dbl_3/Relu" [label="[1, 96, 25, 25]", style=solid]; -"48 /Mixed_5b/branch3x3dbl_3/Relu" -> "52 /Mixed_5b/Concat" [label="[1, 96, 25, 25]", style=solid]; -"49 /Mixed_5b/AveragePool" -> "50 /Mixed_5b/branch_pool/conv/Conv" [label="[1, 192, 25, 25]", style=solid]; -"50 /Mixed_5b/branch_pool/conv/Conv" -> "51 /Mixed_5b/branch_pool/Relu" [label="[1, 32, 25, 25]", style=solid]; -"51 /Mixed_5b/branch_pool/Relu" -> "52 /Mixed_5b/Concat" [label="[1, 32, 25, 25]", style=solid]; -"52 /Mixed_5b/Concat" -> "53 /Mixed_5c/branch1x1/conv/Conv" [label="[1, 256, 25, 25]", style=solid]; -"52 /Mixed_5b/Concat" -> "55 /Mixed_5c/branch5x5_1/conv/Conv" [label="[1, 256, 25, 25]", style=solid]; -"52 /Mixed_5b/Concat" -> "59 /Mixed_5c/branch3x3dbl_1/conv/Conv" [label="[1, 256, 25, 25]", style=solid]; -"52 /Mixed_5b/Concat" -> "65 /Mixed_5c/AveragePool" [label="[1, 256, 25, 25]", style=solid]; -"53 /Mixed_5c/branch1x1/conv/Conv" -> "54 /Mixed_5c/branch1x1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"54 /Mixed_5c/branch1x1/Relu" -> "68 /Mixed_5c/Concat" [label="[1, 64, 25, 25]", style=solid]; -"55 /Mixed_5c/branch5x5_1/conv/Conv" -> "56 /Mixed_5c/branch5x5_1/Relu" [label="[1, 48, 25, 25]", style=solid]; -"56 /Mixed_5c/branch5x5_1/Relu" -> "57 /Mixed_5c/branch5x5_2/conv/Conv" [label="[1, 48, 25, 25]", style=solid]; -"57 /Mixed_5c/branch5x5_2/conv/Conv" -> "58 /Mixed_5c/branch5x5_2/Relu" [label="[1, 64, 25, 25]", style=solid]; -"58 /Mixed_5c/branch5x5_2/Relu" -> "68 /Mixed_5c/Concat" [label="[1, 64, 25, 25]", style=solid]; -"59 /Mixed_5c/branch3x3dbl_1/conv/Conv" -> "60 /Mixed_5c/branch3x3dbl_1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"60 /Mixed_5c/branch3x3dbl_1/Relu" -> "61 /Mixed_5c/branch3x3dbl_2/conv/Conv" [label="[1, 64, 25, 25]", style=solid]; -"61 /Mixed_5c/branch3x3dbl_2/conv/Conv" -> "62 /Mixed_5c/branch3x3dbl_2/Relu" [label="[1, 96, 25, 25]", style=solid]; -"62 /Mixed_5c/branch3x3dbl_2/Relu" -> "63 /Mixed_5c/branch3x3dbl_3/conv/Conv" [label="[1, 96, 25, 25]", style=solid]; -"63 /Mixed_5c/branch3x3dbl_3/conv/Conv" -> "64 /Mixed_5c/branch3x3dbl_3/Relu" [label="[1, 96, 25, 25]", style=solid]; -"64 /Mixed_5c/branch3x3dbl_3/Relu" -> "68 /Mixed_5c/Concat" [label="[1, 96, 25, 25]", style=solid]; -"65 /Mixed_5c/AveragePool" -> "66 /Mixed_5c/branch_pool/conv/Conv" [label="[1, 256, 25, 25]", style=solid]; -"66 /Mixed_5c/branch_pool/conv/Conv" -> "67 /Mixed_5c/branch_pool/Relu" [label="[1, 64, 25, 25]", style=solid]; -"67 /Mixed_5c/branch_pool/Relu" -> "68 /Mixed_5c/Concat" [label="[1, 64, 25, 25]", style=solid]; -"68 /Mixed_5c/Concat" -> "69 /Mixed_5d/branch1x1/conv/Conv" [label="[1, 288, 25, 25]", style=solid]; -"68 /Mixed_5c/Concat" -> "71 /Mixed_5d/branch5x5_1/conv/Conv" [label="[1, 288, 25, 25]", style=solid]; -"68 /Mixed_5c/Concat" -> "75 /Mixed_5d/branch3x3dbl_1/conv/Conv" [label="[1, 288, 25, 25]", style=solid]; 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/Mixed_5d/branch3x3dbl_2/conv/Conv" -> "78 /Mixed_5d/branch3x3dbl_2/Relu" [label="[1, 96, 25, 25]", style=solid]; -"78 /Mixed_5d/branch3x3dbl_2/Relu" -> "79 /Mixed_5d/branch3x3dbl_3/conv/Conv" [label="[1, 96, 25, 25]", style=solid]; -"79 /Mixed_5d/branch3x3dbl_3/conv/Conv" -> "80 /Mixed_5d/branch3x3dbl_3/Relu" [label="[1, 96, 25, 25]", style=solid]; -"80 /Mixed_5d/branch3x3dbl_3/Relu" -> "84 /Mixed_5d/Concat" [label="[1, 96, 25, 25]", style=solid]; -"81 /Mixed_5d/AveragePool" -> "82 /Mixed_5d/branch_pool/conv/Conv" [label="[1, 288, 25, 25]", style=solid]; -"82 /Mixed_5d/branch_pool/conv/Conv" -> "83 /Mixed_5d/branch_pool/Relu" [label="[1, 64, 25, 25]", style=solid]; -"83 /Mixed_5d/branch_pool/Relu" -> "84 /Mixed_5d/Concat" [label="[1, 64, 25, 25]", style=solid]; -"84 /Mixed_5d/Concat" -> "85 /Mixed_6a/branch3x3/conv/Conv" [label="[1, 288, 25, 25]", style=solid]; -"84 /Mixed_5d/Concat" -> "87 /Mixed_6a/branch3x3dbl_1/conv/Conv" [label="[1, 288, 25, 25]", style=solid]; -"84 /Mixed_5d/Concat" -> "93 /Mixed_6a/MaxPool" [label="[1, 288, 25, 25]", style=solid]; -"85 /Mixed_6a/branch3x3/conv/Conv" -> "86 /Mixed_6a/branch3x3/Relu" [label="[1, 384, 12, 12]", style=solid]; -"86 /Mixed_6a/branch3x3/Relu" -> "94 /Mixed_6a/Concat" [label="[1, 384, 12, 12]", style=solid]; -"87 /Mixed_6a/branch3x3dbl_1/conv/Conv" -> "88 /Mixed_6a/branch3x3dbl_1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"88 /Mixed_6a/branch3x3dbl_1/Relu" -> "89 /Mixed_6a/branch3x3dbl_2/conv/Conv" [label="[1, 64, 25, 25]", style=solid]; -"89 /Mixed_6a/branch3x3dbl_2/conv/Conv" -> "90 /Mixed_6a/branch3x3dbl_2/Relu" [label="[1, 96, 25, 25]", style=solid]; -"90 /Mixed_6a/branch3x3dbl_2/Relu" -> "91 /Mixed_6a/branch3x3dbl_3/conv/Conv" [label="[1, 96, 25, 25]", style=solid]; -"91 /Mixed_6a/branch3x3dbl_3/conv/Conv" -> "92 /Mixed_6a/branch3x3dbl_3/Relu" [label="[1, 96, 12, 12]", style=solid]; -"92 /Mixed_6a/branch3x3dbl_3/Relu" -> "94 /Mixed_6a/Concat" [label="[1, 96, 12, 12]", style=solid]; -"93 /Mixed_6a/MaxPool" -> "94 /Mixed_6a/Concat" [label="[1, 288, 12, 12]", style=solid]; -"94 /Mixed_6a/Concat" -> "95 /Mixed_6b/branch1x1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"94 /Mixed_6a/Concat" -> "97 /Mixed_6b/branch7x7_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"94 /Mixed_6a/Concat" -> "103 /Mixed_6b/branch7x7dbl_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"94 /Mixed_6a/Concat" -> "113 /Mixed_6b/AveragePool" [label="[1, 768, 12, 12]", style=solid]; -"95 /Mixed_6b/branch1x1/conv/Conv" -> "96 /Mixed_6b/branch1x1/Relu" [label="[1, 192, 12, 12]", style=solid]; -"96 /Mixed_6b/branch1x1/Relu" -> "116 /Mixed_6b/Concat" [label="[1, 192, 12, 12]", style=solid]; -"97 /Mixed_6b/branch7x7_1/conv/Conv" -> "98 /Mixed_6b/branch7x7_1/Relu" [label="[1, 128, 12, 12]", style=solid]; -"98 /Mixed_6b/branch7x7_1/Relu" -> "99 /Mixed_6b/branch7x7_2/conv/Conv" [label="[1, 128, 12, 12]", style=solid]; -"99 /Mixed_6b/branch7x7_2/conv/Conv" -> "100 /Mixed_6b/branch7x7_2/Relu" [label="[1, 128, 12, 12]", style=solid]; -"100 /Mixed_6b/branch7x7_2/Relu" -> "101 /Mixed_6b/branch7x7_3/conv/Conv" [label="[1, 128, 12, 12]", style=solid]; -"101 /Mixed_6b/branch7x7_3/conv/Conv" -> "102 /Mixed_6b/branch7x7_3/Relu" [label="[1, 192, 12, 12]", style=solid]; -"102 /Mixed_6b/branch7x7_3/Relu" -> "116 /Mixed_6b/Concat" [label="[1, 192, 12, 12]", style=solid]; -"103 /Mixed_6b/branch7x7dbl_1/conv/Conv" -> "104 /Mixed_6b/branch7x7dbl_1/Relu" [label="[1, 128, 12, 12]", style=solid]; -"104 /Mixed_6b/branch7x7dbl_1/Relu" -> "105 /Mixed_6b/branch7x7dbl_2/conv/Conv" [label="[1, 128, 12, 12]", style=solid]; -"105 /Mixed_6b/branch7x7dbl_2/conv/Conv" -> "106 /Mixed_6b/branch7x7dbl_2/Relu" [label="[1, 128, 12, 12]", style=solid]; -"106 /Mixed_6b/branch7x7dbl_2/Relu" -> "107 /Mixed_6b/branch7x7dbl_3/conv/Conv" [label="[1, 128, 12, 12]", style=solid]; -"107 /Mixed_6b/branch7x7dbl_3/conv/Conv" -> "108 /Mixed_6b/branch7x7dbl_3/Relu" [label="[1, 128, 12, 12]", style=solid]; -"108 /Mixed_6b/branch7x7dbl_3/Relu" -> "109 /Mixed_6b/branch7x7dbl_4/conv/Conv" [label="[1, 128, 12, 12]", style=solid]; -"109 /Mixed_6b/branch7x7dbl_4/conv/Conv" -> "110 /Mixed_6b/branch7x7dbl_4/Relu" [label="[1, 128, 12, 12]", style=solid]; -"110 /Mixed_6b/branch7x7dbl_4/Relu" -> "111 /Mixed_6b/branch7x7dbl_5/conv/Conv" [label="[1, 128, 12, 12]", style=solid]; -"111 /Mixed_6b/branch7x7dbl_5/conv/Conv" -> "112 /Mixed_6b/branch7x7dbl_5/Relu" [label="[1, 192, 12, 12]", style=solid]; -"112 /Mixed_6b/branch7x7dbl_5/Relu" -> "116 /Mixed_6b/Concat" [label="[1, 192, 12, 12]", style=solid]; -"113 /Mixed_6b/AveragePool" -> "114 /Mixed_6b/branch_pool/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"114 /Mixed_6b/branch_pool/conv/Conv" -> "115 /Mixed_6b/branch_pool/Relu" [label="[1, 192, 12, 12]", style=solid]; -"115 /Mixed_6b/branch_pool/Relu" -> "116 /Mixed_6b/Concat" [label="[1, 192, 12, 12]", style=solid]; -"116 /Mixed_6b/Concat" -> "117 /Mixed_6c/branch1x1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"116 /Mixed_6b/Concat" -> "119 /Mixed_6c/branch7x7_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"116 /Mixed_6b/Concat" -> "125 /Mixed_6c/branch7x7dbl_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"116 /Mixed_6b/Concat" -> "135 /Mixed_6c/AveragePool" [label="[1, 768, 12, 12]", style=solid]; -"117 /Mixed_6c/branch1x1/conv/Conv" -> "118 /Mixed_6c/branch1x1/Relu" [label="[1, 192, 12, 12]", style=solid]; -"118 /Mixed_6c/branch1x1/Relu" -> "138 /Mixed_6c/Concat" [label="[1, 192, 12, 12]", style=solid]; -"119 /Mixed_6c/branch7x7_1/conv/Conv" -> "120 /Mixed_6c/branch7x7_1/Relu" [label="[1, 160, 12, 12]", style=solid]; -"120 /Mixed_6c/branch7x7_1/Relu" -> "121 /Mixed_6c/branch7x7_2/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"121 /Mixed_6c/branch7x7_2/conv/Conv" -> "122 /Mixed_6c/branch7x7_2/Relu" [label="[1, 160, 12, 12]", style=solid]; -"122 /Mixed_6c/branch7x7_2/Relu" -> "123 /Mixed_6c/branch7x7_3/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"123 /Mixed_6c/branch7x7_3/conv/Conv" -> "124 /Mixed_6c/branch7x7_3/Relu" [label="[1, 192, 12, 12]", style=solid]; -"124 /Mixed_6c/branch7x7_3/Relu" -> "138 /Mixed_6c/Concat" [label="[1, 192, 12, 12]", style=solid]; -"125 /Mixed_6c/branch7x7dbl_1/conv/Conv" -> "126 /Mixed_6c/branch7x7dbl_1/Relu" [label="[1, 160, 12, 12]", style=solid]; -"126 /Mixed_6c/branch7x7dbl_1/Relu" -> "127 /Mixed_6c/branch7x7dbl_2/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"127 /Mixed_6c/branch7x7dbl_2/conv/Conv" -> "128 /Mixed_6c/branch7x7dbl_2/Relu" [label="[1, 160, 12, 12]", style=solid]; -"128 /Mixed_6c/branch7x7dbl_2/Relu" -> "129 /Mixed_6c/branch7x7dbl_3/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"129 /Mixed_6c/branch7x7dbl_3/conv/Conv" -> "130 /Mixed_6c/branch7x7dbl_3/Relu" [label="[1, 160, 12, 12]", style=solid]; -"130 /Mixed_6c/branch7x7dbl_3/Relu" -> "131 /Mixed_6c/branch7x7dbl_4/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"131 /Mixed_6c/branch7x7dbl_4/conv/Conv" -> "132 /Mixed_6c/branch7x7dbl_4/Relu" [label="[1, 160, 12, 12]", style=solid]; -"132 /Mixed_6c/branch7x7dbl_4/Relu" -> "133 /Mixed_6c/branch7x7dbl_5/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"133 /Mixed_6c/branch7x7dbl_5/conv/Conv" -> "134 /Mixed_6c/branch7x7dbl_5/Relu" [label="[1, 192, 12, 12]", style=solid]; -"134 /Mixed_6c/branch7x7dbl_5/Relu" -> "138 /Mixed_6c/Concat" [label="[1, 192, 12, 12]", style=solid]; -"135 /Mixed_6c/AveragePool" -> "136 /Mixed_6c/branch_pool/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"136 /Mixed_6c/branch_pool/conv/Conv" -> "137 /Mixed_6c/branch_pool/Relu" [label="[1, 192, 12, 12]", style=solid]; -"137 /Mixed_6c/branch_pool/Relu" -> "138 /Mixed_6c/Concat" [label="[1, 192, 12, 12]", style=solid]; -"138 /Mixed_6c/Concat" -> "139 /Mixed_6d/branch1x1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"138 /Mixed_6c/Concat" -> "141 /Mixed_6d/branch7x7_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"138 /Mixed_6c/Concat" -> "147 /Mixed_6d/branch7x7dbl_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"138 /Mixed_6c/Concat" -> "157 /Mixed_6d/AveragePool" [label="[1, 768, 12, 12]", style=solid]; -"139 /Mixed_6d/branch1x1/conv/Conv" -> "140 /Mixed_6d/branch1x1/Relu" [label="[1, 192, 12, 12]", style=solid]; -"140 /Mixed_6d/branch1x1/Relu" -> "160 /Mixed_6d/Concat" [label="[1, 192, 12, 12]", style=solid]; -"141 /Mixed_6d/branch7x7_1/conv/Conv" -> "142 /Mixed_6d/branch7x7_1/Relu" [label="[1, 160, 12, 12]", style=solid]; -"142 /Mixed_6d/branch7x7_1/Relu" -> "143 /Mixed_6d/branch7x7_2/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"143 /Mixed_6d/branch7x7_2/conv/Conv" -> "144 /Mixed_6d/branch7x7_2/Relu" [label="[1, 160, 12, 12]", style=solid]; -"144 /Mixed_6d/branch7x7_2/Relu" -> "145 /Mixed_6d/branch7x7_3/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"145 /Mixed_6d/branch7x7_3/conv/Conv" -> "146 /Mixed_6d/branch7x7_3/Relu" [label="[1, 192, 12, 12]", style=solid]; -"146 /Mixed_6d/branch7x7_3/Relu" -> "160 /Mixed_6d/Concat" [label="[1, 192, 12, 12]", style=solid]; -"147 /Mixed_6d/branch7x7dbl_1/conv/Conv" -> "148 /Mixed_6d/branch7x7dbl_1/Relu" [label="[1, 160, 12, 12]", style=solid]; -"148 /Mixed_6d/branch7x7dbl_1/Relu" -> "149 /Mixed_6d/branch7x7dbl_2/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"149 /Mixed_6d/branch7x7dbl_2/conv/Conv" -> "150 /Mixed_6d/branch7x7dbl_2/Relu" [label="[1, 160, 12, 12]", style=solid]; -"150 /Mixed_6d/branch7x7dbl_2/Relu" -> "151 /Mixed_6d/branch7x7dbl_3/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"151 /Mixed_6d/branch7x7dbl_3/conv/Conv" -> "152 /Mixed_6d/branch7x7dbl_3/Relu" [label="[1, 160, 12, 12]", style=solid]; -"152 /Mixed_6d/branch7x7dbl_3/Relu" -> "153 /Mixed_6d/branch7x7dbl_4/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"153 /Mixed_6d/branch7x7dbl_4/conv/Conv" -> "154 /Mixed_6d/branch7x7dbl_4/Relu" [label="[1, 160, 12, 12]", style=solid]; -"154 /Mixed_6d/branch7x7dbl_4/Relu" -> "155 /Mixed_6d/branch7x7dbl_5/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"155 /Mixed_6d/branch7x7dbl_5/conv/Conv" -> "156 /Mixed_6d/branch7x7dbl_5/Relu" [label="[1, 192, 12, 12]", style=solid]; -"156 /Mixed_6d/branch7x7dbl_5/Relu" -> "160 /Mixed_6d/Concat" [label="[1, 192, 12, 12]", style=solid]; -"157 /Mixed_6d/AveragePool" -> "158 /Mixed_6d/branch_pool/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"158 /Mixed_6d/branch_pool/conv/Conv" -> "159 /Mixed_6d/branch_pool/Relu" [label="[1, 192, 12, 12]", style=solid]; -"159 /Mixed_6d/branch_pool/Relu" -> "160 /Mixed_6d/Concat" [label="[1, 192, 12, 12]", style=solid]; -"160 /Mixed_6d/Concat" -> "161 /Mixed_6e/branch1x1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"160 /Mixed_6d/Concat" -> "163 /Mixed_6e/branch7x7_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"160 /Mixed_6d/Concat" -> "169 /Mixed_6e/branch7x7dbl_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"160 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style=solid]; -"199 /Mixed_7b/branch3x3_1/conv/Conv" -> "200 /Mixed_7b/branch3x3_1/Relu" [label="[1, 384, 5, 5]", style=solid]; -"200 /Mixed_7b/branch3x3_1/Relu" -> "201 /Mixed_7b/branch3x3_2a/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"200 /Mixed_7b/branch3x3_1/Relu" -> "203 /Mixed_7b/branch3x3_2b/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"201 /Mixed_7b/branch3x3_2a/conv/Conv" -> "202 /Mixed_7b/branch3x3_2a/Relu" [label="[1, 384, 5, 5]", style=solid]; -"202 /Mixed_7b/branch3x3_2a/Relu" -> "216 /Mixed_7b/Concat" [label="[1, 384, 5, 5]", style=solid]; -"203 /Mixed_7b/branch3x3_2b/conv/Conv" -> "204 /Mixed_7b/branch3x3_2b/Relu" [label="[1, 384, 5, 5]", style=solid]; -"204 /Mixed_7b/branch3x3_2b/Relu" -> "216 /Mixed_7b/Concat" [label="[1, 384, 5, 5]", style=solid]; -"205 /Mixed_7b/branch3x3dbl_1/conv/Conv" -> "206 /Mixed_7b/branch3x3dbl_1/Relu" [label="[1, 448, 5, 5]", style=solid]; -"206 /Mixed_7b/branch3x3dbl_1/Relu" -> "207 /Mixed_7b/branch3x3dbl_2/conv/Conv" [label="[1, 448, 5, 5]", style=solid]; -"207 /Mixed_7b/branch3x3dbl_2/conv/Conv" -> "208 /Mixed_7b/branch3x3dbl_2/Relu" [label="[1, 384, 5, 5]", style=solid]; -"208 /Mixed_7b/branch3x3dbl_2/Relu" -> "209 /Mixed_7b/branch3x3dbl_3a/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"208 /Mixed_7b/branch3x3dbl_2/Relu" -> "211 /Mixed_7b/branch3x3dbl_3b/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"209 /Mixed_7b/branch3x3dbl_3a/conv/Conv" -> "210 /Mixed_7b/branch3x3dbl_3a/Relu" [label="[1, 384, 5, 5]", style=solid]; -"210 /Mixed_7b/branch3x3dbl_3a/Relu" -> "216 /Mixed_7b/Concat" [label="[1, 384, 5, 5]", style=solid]; -"211 /Mixed_7b/branch3x3dbl_3b/conv/Conv" -> "212 /Mixed_7b/branch3x3dbl_3b/Relu" [label="[1, 384, 5, 5]", style=solid]; -"212 /Mixed_7b/branch3x3dbl_3b/Relu" -> "216 /Mixed_7b/Concat" [label="[1, 384, 5, 5]", style=solid]; -"213 /Mixed_7b/AveragePool" -> "214 /Mixed_7b/branch_pool/conv/Conv" [label="[1, 1280, 5, 5]", style=solid]; -"214 /Mixed_7b/branch_pool/conv/Conv" -> "215 /Mixed_7b/branch_pool/Relu" [label="[1, 192, 5, 5]", style=solid]; -"215 /Mixed_7b/branch_pool/Relu" -> "216 /Mixed_7b/Concat" [label="[1, 192, 5, 5]", style=solid]; -"216 /Mixed_7b/Concat" -> "217 /Mixed_7c/branch1x1/conv/Conv" [label="[1, 2048, 5, 5]", style=solid]; -"216 /Mixed_7b/Concat" -> "219 /Mixed_7c/branch3x3_1/conv/Conv" [label="[1, 2048, 5, 5]", style=solid]; -"216 /Mixed_7b/Concat" -> "225 /Mixed_7c/branch3x3dbl_1/conv/Conv" [label="[1, 2048, 5, 5]", style=solid]; -"216 /Mixed_7b/Concat" -> "233 /Mixed_7c/AveragePool" [label="[1, 2048, 5, 5]", style=solid]; -"217 /Mixed_7c/branch1x1/conv/Conv" -> "218 /Mixed_7c/branch1x1/Relu" [label="[1, 320, 5, 5]", style=solid]; -"218 /Mixed_7c/branch1x1/Relu" -> "236 /Mixed_7c/Concat" [label="[1, 320, 5, 5]", style=solid]; -"219 /Mixed_7c/branch3x3_1/conv/Conv" -> "220 /Mixed_7c/branch3x3_1/Relu" [label="[1, 384, 5, 5]", style=solid]; -"220 /Mixed_7c/branch3x3_1/Relu" -> "221 /Mixed_7c/branch3x3_2a/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"220 /Mixed_7c/branch3x3_1/Relu" -> "223 /Mixed_7c/branch3x3_2b/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"221 /Mixed_7c/branch3x3_2a/conv/Conv" -> "222 /Mixed_7c/branch3x3_2a/Relu" [label="[1, 384, 5, 5]", style=solid]; -"222 /Mixed_7c/branch3x3_2a/Relu" -> "236 /Mixed_7c/Concat" [label="[1, 384, 5, 5]", style=solid]; -"223 /Mixed_7c/branch3x3_2b/conv/Conv" -> "224 /Mixed_7c/branch3x3_2b/Relu" [label="[1, 384, 5, 5]", style=solid]; -"224 /Mixed_7c/branch3x3_2b/Relu" -> "236 /Mixed_7c/Concat" [label="[1, 384, 5, 5]", style=solid]; -"225 /Mixed_7c/branch3x3dbl_1/conv/Conv" -> "226 /Mixed_7c/branch3x3dbl_1/Relu" [label="[1, 448, 5, 5]", style=solid]; -"226 /Mixed_7c/branch3x3dbl_1/Relu" -> "227 /Mixed_7c/branch3x3dbl_2/conv/Conv" [label="[1, 448, 5, 5]", style=solid]; -"227 /Mixed_7c/branch3x3dbl_2/conv/Conv" -> "228 /Mixed_7c/branch3x3dbl_2/Relu" [label="[1, 384, 5, 5]", style=solid]; -"228 /Mixed_7c/branch3x3dbl_2/Relu" -> "229 /Mixed_7c/branch3x3dbl_3a/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"228 /Mixed_7c/branch3x3dbl_2/Relu" -> "231 /Mixed_7c/branch3x3dbl_3b/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"229 /Mixed_7c/branch3x3dbl_3a/conv/Conv" -> "230 /Mixed_7c/branch3x3dbl_3a/Relu" [label="[1, 384, 5, 5]", style=solid]; -"230 /Mixed_7c/branch3x3dbl_3a/Relu" -> "236 /Mixed_7c/Concat" [label="[1, 384, 5, 5]", style=solid]; -"231 /Mixed_7c/branch3x3dbl_3b/conv/Conv" -> "232 /Mixed_7c/branch3x3dbl_3b/Relu" [label="[1, 384, 5, 5]", style=solid]; -"232 /Mixed_7c/branch3x3dbl_3b/Relu" -> "236 /Mixed_7c/Concat" [label="[1, 384, 5, 5]", style=solid]; -"233 /Mixed_7c/AveragePool" -> "234 /Mixed_7c/branch_pool/conv/Conv" [label="[1, 2048, 5, 5]", style=solid]; -"234 /Mixed_7c/branch_pool/conv/Conv" -> "235 /Mixed_7c/branch_pool/Relu" [label="[1, 192, 5, 5]", style=solid]; -"235 /Mixed_7c/branch_pool/Relu" -> "236 /Mixed_7c/Concat" [label="[1, 192, 5, 5]", style=solid]; -"236 /Mixed_7c/Concat" -> "237 /avgpool/GlobalAveragePool" [label="[1, 2048, 5, 5]", style=solid]; -"237 /avgpool/GlobalAveragePool" -> "238 /Flatten" [label="[1, 2048, 1, 1]", style=solid]; -"238 /Flatten" -> "239 /fc/Gemm" [label="[1, 2048]", style=solid]; -"239 /fc/Gemm" -> "241 nncf_model_output_0" [label="[1, 1000]", style=solid]; -"240 nncf_model_input_0" -> "2 /Gather" [label="[1, 3, 224, 224]", style=solid]; -"240 nncf_model_input_0" -> "9 /Gather_1" [label="[1, 3, 224, 224]", style=solid]; -"240 nncf_model_input_0" -> "17 /Gather_2" [label="[1, 3, 224, 224]", style=solid]; +strict digraph { +"0 node_select" [id=0, type=Gather]; +"1 node_unsqueeze" [id=1, type=Unsqueeze]; +"2 node_mul" [id=2, type=Mul]; +"3 node_add" [id=3, type=Add]; +"4 node_select_1" [id=4, type=Gather]; +"5 node_unsqueeze_1" [id=5, type=Unsqueeze]; +"6 node_mul_1" [id=6, type=Mul]; +"7 node_add_1" [id=7, type=Add]; +"8 node_select_2" [id=8, type=Gather]; +"9 node_unsqueeze_2" [id=9, type=Unsqueeze]; +"10 node_mul_2" [id=10, 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[style=solid, label="[1, 768, 12, 12]"]; +"82 node_cat_4" -> "85 node_Conv_1211" [style=solid, label="[1, 768, 12, 12]"]; +"82 node_cat_4" -> "91 node_Conv_1217" [style=solid, label="[1, 768, 12, 12]"]; +"82 node_cat_4" -> "101 node_avg_pool2d_3" [style=solid, label="[1, 768, 12, 12]"]; +"83 node_Conv_1209" -> "84 node_relu_30" [style=solid, label="[1, 192, 12, 12]"]; +"84 node_relu_30" -> "104 node_cat_5" [style=solid, label="[1, 192, 12, 12]"]; +"85 node_Conv_1211" -> "86 node_relu_31" [style=solid, label="[1, 128, 12, 12]"]; +"86 node_relu_31" -> "87 node_Conv_1213" [style=solid, label="[1, 128, 12, 12]"]; +"87 node_Conv_1213" -> "88 node_relu_32" [style=solid, label="[1, 128, 12, 12]"]; +"88 node_relu_32" -> "89 node_Conv_1215" [style=solid, label="[1, 128, 12, 12]"]; +"89 node_Conv_1215" -> "90 node_relu_33" [style=solid, label="[1, 192, 12, 12]"]; +"90 node_relu_33" -> "104 node_cat_5" [style=solid, label="[1, 192, 12, 12]"]; +"91 node_Conv_1217" -> "92 node_relu_34" [style=solid, label="[1, 128, 12, 12]"]; +"92 node_relu_34" -> "93 node_Conv_1219" [style=solid, label="[1, 128, 12, 12]"]; +"93 node_Conv_1219" -> "94 node_relu_35" [style=solid, label="[1, 128, 12, 12]"]; +"94 node_relu_35" -> "95 node_Conv_1221" [style=solid, label="[1, 128, 12, 12]"]; +"95 node_Conv_1221" -> "96 node_relu_36" [style=solid, label="[1, 128, 12, 12]"]; +"96 node_relu_36" -> "97 node_Conv_1223" [style=solid, label="[1, 128, 12, 12]"]; +"97 node_Conv_1223" -> "98 node_relu_37" [style=solid, label="[1, 128, 12, 12]"]; +"98 node_relu_37" -> "99 node_Conv_1225" [style=solid, label="[1, 128, 12, 12]"]; +"99 node_Conv_1225" -> "100 node_relu_38" [style=solid, label="[1, 192, 12, 12]"]; +"100 node_relu_38" -> "104 node_cat_5" [style=solid, label="[1, 192, 12, 12]"]; +"101 node_avg_pool2d_3" -> "102 node_Conv_1227" [style=solid, label="[1, 768, 12, 12]"]; +"102 node_Conv_1227" -> "103 node_relu_39" [style=solid, label="[1, 192, 12, 12]"]; +"103 node_relu_39" -> "104 node_cat_5" [style=solid, label="[1, 192, 12, 12]"]; +"104 node_cat_5" -> "105 node_Conv_1229" [style=solid, label="[1, 768, 12, 12]"]; +"104 node_cat_5" -> "107 node_Conv_1231" [style=solid, label="[1, 768, 12, 12]"]; +"104 node_cat_5" -> "113 node_Conv_1237" [style=solid, label="[1, 768, 12, 12]"]; +"104 node_cat_5" -> "123 node_avg_pool2d_4" [style=solid, label="[1, 768, 12, 12]"]; +"105 node_Conv_1229" -> "106 node_relu_40" [style=solid, label="[1, 192, 12, 12]"]; +"106 node_relu_40" -> "126 node_cat_6" [style=solid, label="[1, 192, 12, 12]"]; +"107 node_Conv_1231" -> "108 node_relu_41" [style=solid, label="[1, 160, 12, 12]"]; +"108 node_relu_41" -> "109 node_Conv_1233" [style=solid, label="[1, 160, 12, 12]"]; +"109 node_Conv_1233" -> "110 node_relu_42" [style=solid, label="[1, 160, 12, 12]"]; +"110 node_relu_42" -> "111 node_Conv_1235" [style=solid, label="[1, 160, 12, 12]"]; +"111 node_Conv_1235" -> "112 node_relu_43" [style=solid, label="[1, 192, 12, 12]"]; +"112 node_relu_43" -> "126 node_cat_6" [style=solid, label="[1, 192, 12, 12]"]; +"113 node_Conv_1237" -> "114 node_relu_44" [style=solid, label="[1, 160, 12, 12]"]; +"114 node_relu_44" -> "115 node_Conv_1239" [style=solid, label="[1, 160, 12, 12]"]; +"115 node_Conv_1239" -> "116 node_relu_45" [style=solid, label="[1, 160, 12, 12]"]; +"116 node_relu_45" -> "117 node_Conv_1241" [style=solid, label="[1, 160, 12, 12]"]; +"117 node_Conv_1241" -> "118 node_relu_46" [style=solid, label="[1, 160, 12, 12]"]; +"118 node_relu_46" -> "119 node_Conv_1243" [style=solid, label="[1, 160, 12, 12]"]; +"119 node_Conv_1243" -> "120 node_relu_47" [style=solid, label="[1, 160, 12, 12]"]; +"120 node_relu_47" -> "121 node_Conv_1245" [style=solid, label="[1, 160, 12, 12]"]; +"121 node_Conv_1245" -> "122 node_relu_48" [style=solid, label="[1, 192, 12, 12]"]; +"122 node_relu_48" -> "126 node_cat_6" [style=solid, label="[1, 192, 12, 12]"]; +"123 node_avg_pool2d_4" -> "124 node_Conv_1247" [style=solid, label="[1, 768, 12, 12]"]; +"124 node_Conv_1247" -> "125 node_relu_49" [style=solid, label="[1, 192, 12, 12]"]; +"125 node_relu_49" -> "126 node_cat_6" [style=solid, label="[1, 192, 12, 12]"]; +"126 node_cat_6" -> "127 node_Conv_1249" [style=solid, label="[1, 768, 12, 12]"]; +"126 node_cat_6" -> "129 node_Conv_1251" [style=solid, label="[1, 768, 12, 12]"]; +"126 node_cat_6" -> "135 node_Conv_1257" [style=solid, label="[1, 768, 12, 12]"]; +"126 node_cat_6" -> "145 node_avg_pool2d_5" [style=solid, label="[1, 768, 12, 12]"]; +"127 node_Conv_1249" -> "128 node_relu_50" [style=solid, label="[1, 192, 12, 12]"]; +"128 node_relu_50" -> "148 node_cat_7" [style=solid, label="[1, 192, 12, 12]"]; +"129 node_Conv_1251" -> "130 node_relu_51" [style=solid, label="[1, 160, 12, 12]"]; +"130 node_relu_51" -> "131 node_Conv_1253" [style=solid, label="[1, 160, 12, 12]"]; +"131 node_Conv_1253" -> "132 node_relu_52" [style=solid, label="[1, 160, 12, 12]"]; +"132 node_relu_52" -> "133 node_Conv_1255" [style=solid, label="[1, 160, 12, 12]"]; +"133 node_Conv_1255" -> "134 node_relu_53" [style=solid, label="[1, 192, 12, 12]"]; +"134 node_relu_53" -> "148 node_cat_7" [style=solid, label="[1, 192, 12, 12]"]; +"135 node_Conv_1257" -> "136 node_relu_54" [style=solid, label="[1, 160, 12, 12]"]; +"136 node_relu_54" -> "137 node_Conv_1259" [style=solid, label="[1, 160, 12, 12]"]; +"137 node_Conv_1259" -> "138 node_relu_55" [style=solid, label="[1, 160, 12, 12]"]; +"138 node_relu_55" -> "139 node_Conv_1261" [style=solid, label="[1, 160, 12, 12]"]; +"139 node_Conv_1261" -> "140 node_relu_56" [style=solid, label="[1, 160, 12, 12]"]; +"140 node_relu_56" -> "141 node_Conv_1263" [style=solid, label="[1, 160, 12, 12]"]; +"141 node_Conv_1263" -> "142 node_relu_57" [style=solid, label="[1, 160, 12, 12]"]; +"142 node_relu_57" -> "143 node_Conv_1265" [style=solid, label="[1, 160, 12, 12]"]; +"143 node_Conv_1265" -> "144 node_relu_58" [style=solid, label="[1, 192, 12, 12]"]; +"144 node_relu_58" -> "148 node_cat_7" [style=solid, label="[1, 192, 12, 12]"]; +"145 node_avg_pool2d_5" -> "146 node_Conv_1267" [style=solid, label="[1, 768, 12, 12]"]; +"146 node_Conv_1267" -> "147 node_relu_59" [style=solid, label="[1, 192, 12, 12]"]; +"147 node_relu_59" -> "148 node_cat_7" [style=solid, label="[1, 192, 12, 12]"]; +"148 node_cat_7" -> "149 node_Conv_1269" [style=solid, label="[1, 768, 12, 12]"]; +"148 node_cat_7" -> "151 node_Conv_1271" [style=solid, label="[1, 768, 12, 12]"]; +"148 node_cat_7" -> "157 node_Conv_1277" [style=solid, label="[1, 768, 12, 12]"]; +"148 node_cat_7" -> "167 node_avg_pool2d_6" [style=solid, label="[1, 768, 12, 12]"]; +"149 node_Conv_1269" -> "150 node_relu_60" [style=solid, label="[1, 192, 12, 12]"]; +"150 node_relu_60" -> "170 node_cat_8" [style=solid, label="[1, 192, 12, 12]"]; +"151 node_Conv_1271" -> "152 node_relu_61" [style=solid, label="[1, 192, 12, 12]"]; +"152 node_relu_61" -> "153 node_Conv_1273" [style=solid, label="[1, 192, 12, 12]"]; +"153 node_Conv_1273" -> "154 node_relu_62" [style=solid, label="[1, 192, 12, 12]"]; +"154 node_relu_62" -> "155 node_Conv_1275" [style=solid, label="[1, 192, 12, 12]"]; +"155 node_Conv_1275" -> "156 node_relu_63" [style=solid, label="[1, 192, 12, 12]"]; +"156 node_relu_63" -> "170 node_cat_8" [style=solid, label="[1, 192, 12, 12]"]; +"157 node_Conv_1277" -> "158 node_relu_64" [style=solid, label="[1, 192, 12, 12]"]; +"158 node_relu_64" -> "159 node_Conv_1279" [style=solid, label="[1, 192, 12, 12]"]; +"159 node_Conv_1279" -> "160 node_relu_65" [style=solid, label="[1, 192, 12, 12]"]; +"160 node_relu_65" -> "161 node_Conv_1281" [style=solid, label="[1, 192, 12, 12]"]; +"161 node_Conv_1281" -> "162 node_relu_66" [style=solid, label="[1, 192, 12, 12]"]; +"162 node_relu_66" -> "163 node_Conv_1283" [style=solid, label="[1, 192, 12, 12]"]; +"163 node_Conv_1283" -> "164 node_relu_67" [style=solid, label="[1, 192, 12, 12]"]; +"164 node_relu_67" -> "165 node_Conv_1285" [style=solid, label="[1, 192, 12, 12]"]; +"165 node_Conv_1285" -> "166 node_relu_68" [style=solid, label="[1, 192, 12, 12]"]; +"166 node_relu_68" -> "170 node_cat_8" [style=solid, label="[1, 192, 12, 12]"]; +"167 node_avg_pool2d_6" -> "168 node_Conv_1287" [style=solid, label="[1, 768, 12, 12]"]; +"168 node_Conv_1287" -> "169 node_relu_69" [style=solid, label="[1, 192, 12, 12]"]; +"169 node_relu_69" -> "170 node_cat_8" [style=solid, label="[1, 192, 12, 12]"]; +"170 node_cat_8" -> "171 node_Conv_1289" [style=solid, label="[1, 768, 12, 12]"]; +"170 node_cat_8" -> "175 node_Conv_1293" [style=solid, label="[1, 768, 12, 12]"]; +"170 node_cat_8" -> "183 node_max_pool2d_3" [style=solid, label="[1, 768, 12, 12]"]; +"171 node_Conv_1289" -> "172 node_relu_70" [style=solid, label="[1, 192, 12, 12]"]; +"172 node_relu_70" -> "173 node_Conv_1291" [style=solid, label="[1, 192, 12, 12]"]; +"173 node_Conv_1291" -> "174 node_relu_71" [style=solid, label="[1, 320, 5, 5]"]; +"174 node_relu_71" -> "184 node_cat_9" [style=solid, label="[1, 320, 5, 5]"]; +"175 node_Conv_1293" -> "176 node_relu_72" [style=solid, label="[1, 192, 12, 12]"]; +"176 node_relu_72" -> "177 node_Conv_1295" [style=solid, label="[1, 192, 12, 12]"]; +"177 node_Conv_1295" -> "178 node_relu_73" [style=solid, label="[1, 192, 12, 12]"]; +"178 node_relu_73" -> "179 node_Conv_1297" [style=solid, label="[1, 192, 12, 12]"]; +"179 node_Conv_1297" -> "180 node_relu_74" [style=solid, label="[1, 192, 12, 12]"]; +"180 node_relu_74" -> "181 node_Conv_1299" [style=solid, label="[1, 192, 12, 12]"]; +"181 node_Conv_1299" -> "182 node_relu_75" [style=solid, label="[1, 192, 5, 5]"]; +"182 node_relu_75" -> "184 node_cat_9" [style=solid, label="[1, 192, 5, 5]"]; +"183 node_max_pool2d_3" -> "184 node_cat_9" [style=solid, label="[1, 768, 5, 5]"]; +"184 node_cat_9" -> "185 node_Conv_1301" [style=solid, label="[1, 1280, 5, 5]"]; +"184 node_cat_9" -> "187 node_Conv_1303" [style=solid, label="[1, 1280, 5, 5]"]; +"184 node_cat_9" -> "194 node_Conv_1309" [style=solid, label="[1, 1280, 5, 5]"]; +"184 node_cat_9" -> "203 node_avg_pool2d_7" [style=solid, label="[1, 1280, 5, 5]"]; +"185 node_Conv_1301" -> "186 node_relu_76" [style=solid, label="[1, 320, 5, 5]"]; +"186 node_relu_76" -> "206 node_cat_12" [style=solid, label="[1, 320, 5, 5]"]; +"187 node_Conv_1303" -> "188 node_relu_77" [style=solid, label="[1, 384, 5, 5]"]; +"188 node_relu_77" -> "189 node_Conv_1305" [style=solid, label="[1, 384, 5, 5]"]; +"188 node_relu_77" -> "191 node_Conv_1307" [style=solid, label="[1, 384, 5, 5]"]; +"189 node_Conv_1305" -> "190 node_relu_78" [style=solid, label="[1, 384, 5, 5]"]; +"190 node_relu_78" -> "193 node_cat_10" [style=solid, label="[1, 384, 5, 5]"]; +"191 node_Conv_1307" -> "192 node_relu_79" [style=solid, label="[1, 384, 5, 5]"]; +"192 node_relu_79" -> "193 node_cat_10" [style=solid, label="[1, 384, 5, 5]"]; +"193 node_cat_10" -> "206 node_cat_12" [style=solid, label="[1, 768, 5, 5]"]; +"194 node_Conv_1309" -> "195 node_relu_80" [style=solid, label="[1, 448, 5, 5]"]; +"195 node_relu_80" -> "196 node_Conv_1311" [style=solid, label="[1, 448, 5, 5]"]; +"196 node_Conv_1311" -> "197 node_relu_81" [style=solid, label="[1, 384, 5, 5]"]; +"197 node_relu_81" -> "198 node_Conv_1313" [style=solid, label="[1, 384, 5, 5]"]; +"197 node_relu_81" -> "200 node_Conv_1315" [style=solid, label="[1, 384, 5, 5]"]; +"198 node_Conv_1313" -> "199 node_relu_82" [style=solid, label="[1, 384, 5, 5]"]; +"199 node_relu_82" -> "202 node_cat_11" [style=solid, label="[1, 384, 5, 5]"]; +"200 node_Conv_1315" -> "201 node_relu_83" [style=solid, label="[1, 384, 5, 5]"]; +"201 node_relu_83" -> "202 node_cat_11" [style=solid, label="[1, 384, 5, 5]"]; +"202 node_cat_11" -> "206 node_cat_12" [style=solid, label="[1, 768, 5, 5]"]; +"203 node_avg_pool2d_7" -> "204 node_Conv_1317" [style=solid, label="[1, 1280, 5, 5]"]; +"204 node_Conv_1317" -> "205 node_relu_84" [style=solid, label="[1, 192, 5, 5]"]; +"205 node_relu_84" -> "206 node_cat_12" [style=solid, label="[1, 192, 5, 5]"]; +"206 node_cat_12" -> "207 node_Conv_1319" [style=solid, label="[1, 2048, 5, 5]"]; +"206 node_cat_12" -> "209 node_Conv_1321" [style=solid, label="[1, 2048, 5, 5]"]; +"206 node_cat_12" -> "216 node_Conv_1327" [style=solid, label="[1, 2048, 5, 5]"]; +"206 node_cat_12" -> "225 node_avg_pool2d_8" [style=solid, label="[1, 2048, 5, 5]"]; +"207 node_Conv_1319" -> "208 node_relu_85" [style=solid, label="[1, 320, 5, 5]"]; +"208 node_relu_85" -> "228 node_cat_15" [style=solid, label="[1, 320, 5, 5]"]; +"209 node_Conv_1321" -> "210 node_relu_86" [style=solid, label="[1, 384, 5, 5]"]; +"210 node_relu_86" -> "211 node_Conv_1323" [style=solid, label="[1, 384, 5, 5]"]; +"210 node_relu_86" -> "213 node_Conv_1325" [style=solid, label="[1, 384, 5, 5]"]; +"211 node_Conv_1323" -> "212 node_relu_87" [style=solid, label="[1, 384, 5, 5]"]; +"212 node_relu_87" -> "215 node_cat_13" [style=solid, label="[1, 384, 5, 5]"]; +"213 node_Conv_1325" -> "214 node_relu_88" [style=solid, label="[1, 384, 5, 5]"]; +"214 node_relu_88" -> "215 node_cat_13" [style=solid, label="[1, 384, 5, 5]"]; +"215 node_cat_13" -> "228 node_cat_15" [style=solid, label="[1, 768, 5, 5]"]; +"216 node_Conv_1327" -> "217 node_relu_89" [style=solid, label="[1, 448, 5, 5]"]; +"217 node_relu_89" -> "218 node_Conv_1329" [style=solid, label="[1, 448, 5, 5]"]; +"218 node_Conv_1329" -> "219 node_relu_90" [style=solid, label="[1, 384, 5, 5]"]; +"219 node_relu_90" -> "220 node_Conv_1331" [style=solid, label="[1, 384, 5, 5]"]; +"219 node_relu_90" -> "222 node_Conv_1333" [style=solid, label="[1, 384, 5, 5]"]; +"220 node_Conv_1331" -> "221 node_relu_91" [style=solid, label="[1, 384, 5, 5]"]; +"221 node_relu_91" -> "224 node_cat_14" [style=solid, label="[1, 384, 5, 5]"]; +"222 node_Conv_1333" -> "223 node_relu_92" [style=solid, label="[1, 384, 5, 5]"]; +"223 node_relu_92" -> "224 node_cat_14" [style=solid, label="[1, 384, 5, 5]"]; +"224 node_cat_14" -> "228 node_cat_15" [style=solid, label="[1, 768, 5, 5]"]; +"225 node_avg_pool2d_8" -> "226 node_Conv_1335" [style=solid, label="[1, 2048, 5, 5]"]; +"226 node_Conv_1335" -> "227 node_relu_93" [style=solid, label="[1, 192, 5, 5]"]; +"227 node_relu_93" -> "228 node_cat_15" [style=solid, label="[1, 192, 5, 5]"]; +"228 node_cat_15" -> "229 node_mean" [style=solid, label="[1, 2048, 5, 5]"]; +"229 node_mean" -> "230 node_view" [style=solid, label="[1, 2048, 1, 1]"]; +"230 node_view" -> "231 node_linear" [style=solid, label="[1, 2048]"]; +"231 node_linear" -> "233 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"232 nncf_model_input_0" -> "0 node_select" [style=solid, label="[1, 3, 224, 224]"]; +"232 nncf_model_input_0" -> "4 node_select_1" [style=solid, label="[1, 3, 224, 224]"]; +"232 nncf_model_input_0" -> "8 node_select_2" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/original_nncf_graph/mnasnet0_5.dot b/tests/onnx/data/reference_graphs/original_nncf_graph/mnasnet0_5.dot index 91bab1f234c..30f6b7beb7b 100644 --- a/tests/onnx/data/reference_graphs/original_nncf_graph/mnasnet0_5.dot +++ b/tests/onnx/data/reference_graphs/original_nncf_graph/mnasnet0_5.dot @@ -1,213 +1,213 @@ -strict digraph { -"0 /layers/layers.0/Conv" [id=0, type=Conv]; -"1 /layers/layers.2/Relu" [id=1, type=Relu]; -"2 /layers/layers.3/Conv" [id=2, type=Conv]; -"3 /layers/layers.5/Relu" [id=3, type=Relu]; -"4 /layers/layers.6/Conv" [id=4, type=Conv]; -"5 /layers/layers.8/layers.8.0/layers/layers.0/Conv" [id=5, type=Conv]; -"6 /layers/layers.8/layers.8.0/layers/layers.2/Relu" [id=6, type=Relu]; -"7 /layers/layers.8/layers.8.0/layers/layers.3/Conv" [id=7, type=Conv]; -"8 /layers/layers.8/layers.8.0/layers/layers.5/Relu" [id=8, type=Relu]; -"9 /layers/layers.8/layers.8.0/layers/layers.6/Conv" [id=9, type=Conv]; -"10 /layers/layers.8/layers.8.1/layers/layers.0/Conv" [id=10, type=Conv]; -"11 /layers/layers.8/layers.8.1/layers/layers.2/Relu" [id=11, type=Relu]; -"12 /layers/layers.8/layers.8.1/layers/layers.3/Conv" [id=12, 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56, 56]", style=solid]; -"23 /layers/layers.9/layers.9.0/layers/layers.2/Relu" -> "24 /layers/layers.9/layers.9.0/layers/layers.3/Conv" [label="[1, 48, 56, 56]", style=solid]; -"24 /layers/layers.9/layers.9.0/layers/layers.3/Conv" -> "25 /layers/layers.9/layers.9.0/layers/layers.5/Relu" [label="[1, 48, 28, 28]", style=solid]; -"25 /layers/layers.9/layers.9.0/layers/layers.5/Relu" -> "26 /layers/layers.9/layers.9.0/layers/layers.6/Conv" [label="[1, 48, 28, 28]", style=solid]; -"26 /layers/layers.9/layers.9.0/layers/layers.6/Conv" -> "27 /layers/layers.9/layers.9.1/layers/layers.0/Conv" [label="[1, 24, 28, 28]", style=solid]; -"26 /layers/layers.9/layers.9.0/layers/layers.6/Conv" -> "32 /layers/layers.9/layers.9.1/Add" [label="[1, 24, 28, 28]", style=solid]; -"27 /layers/layers.9/layers.9.1/layers/layers.0/Conv" -> "28 /layers/layers.9/layers.9.1/layers/layers.2/Relu" [label="[1, 72, 28, 28]", style=solid]; -"28 /layers/layers.9/layers.9.1/layers/layers.2/Relu" -> "29 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node_Conv_473" -> "58 n0_8" [style=solid, label="[1, 120, 14, 14]"]; +"58 n0_8" -> "59 node_Conv_475" [style=solid, label="[1, 120, 14, 14]"]; +"59 node_Conv_475" -> "60 n0_9" [style=solid, label="[1, 120, 14, 14]"]; +"60 n0_9" -> "61 node_mean_4" [style=solid, label="[1, 120, 14, 14]"]; +"60 n0_9" -> "66 node_mul_4" [style=solid, label="[1, 120, 14, 14]"]; +"61 node_mean_4" -> "62 node_conv2d_28" [style=solid, label="[1, 120, 1, 1]"]; +"62 node_conv2d_28" -> "63 node_relu_9" [style=solid, label="[1, 32, 1, 1]"]; +"63 node_relu_9" -> "64 node_conv2d_29" [style=solid, label="[1, 32, 1, 1]"]; +"64 node_conv2d_29" -> "65 node_hardsigmoid_4" [style=solid, label="[1, 120, 1, 1]"]; +"65 node_hardsigmoid_4" -> "66 node_mul_4" [style=solid, label="[1, 120, 1, 1]"]; +"66 node_mul_4" -> "67 node_Conv_477" [style=solid, label="[1, 120, 14, 14]"]; +"67 node_Conv_477" -> "68 node_Conv_479" [style=solid, label="[1, 48, 14, 14]"]; +"67 node_Conv_477" -> "79 node_add_3" [style=solid, label="[1, 48, 14, 14]"]; +"68 node_Conv_479" -> "69 n0_10" [style=solid, label="[1, 144, 14, 14]"]; +"69 n0_10" -> "70 node_Conv_481" [style=solid, label="[1, 144, 14, 14]"]; +"70 node_Conv_481" -> "71 n0_11" [style=solid, label="[1, 144, 14, 14]"]; +"71 n0_11" -> "72 node_mean_5" [style=solid, label="[1, 144, 14, 14]"]; +"71 n0_11" -> "77 node_mul_5" [style=solid, label="[1, 144, 14, 14]"]; +"72 node_mean_5" -> "73 node_conv2d_33" [style=solid, label="[1, 144, 1, 1]"]; +"73 node_conv2d_33" -> "74 node_relu_10" [style=solid, label="[1, 40, 1, 1]"]; +"74 node_relu_10" -> "75 node_conv2d_34" [style=solid, label="[1, 40, 1, 1]"]; +"75 node_conv2d_34" -> "76 node_hardsigmoid_5" [style=solid, label="[1, 144, 1, 1]"]; +"76 node_hardsigmoid_5" -> "77 node_mul_5" [style=solid, label="[1, 144, 1, 1]"]; +"77 node_mul_5" -> "78 node_Conv_483" [style=solid, label="[1, 144, 14, 14]"]; +"78 node_Conv_483" -> "79 node_add_3" [style=solid, label="[1, 48, 14, 14]"]; +"79 node_add_3" -> "80 node_Conv_485" [style=solid, label="[1, 48, 14, 14]"]; +"80 node_Conv_485" -> "81 n0_12" [style=solid, label="[1, 288, 14, 14]"]; +"81 n0_12" -> "82 node_Conv_487" [style=solid, label="[1, 288, 14, 14]"]; +"82 node_Conv_487" -> "83 n0_13" [style=solid, label="[1, 288, 7, 7]"]; +"83 n0_13" -> "84 node_mean_6" [style=solid, label="[1, 288, 7, 7]"]; +"83 n0_13" -> "89 node_mul_6" [style=solid, label="[1, 288, 7, 7]"]; +"84 node_mean_6" -> "85 node_conv2d_38" [style=solid, label="[1, 288, 1, 1]"]; +"85 node_conv2d_38" -> "86 node_relu_11" [style=solid, label="[1, 72, 1, 1]"]; +"86 node_relu_11" -> "87 node_conv2d_39" [style=solid, label="[1, 72, 1, 1]"]; +"87 node_conv2d_39" -> "88 node_hardsigmoid_6" [style=solid, label="[1, 288, 1, 1]"]; +"88 node_hardsigmoid_6" -> "89 node_mul_6" [style=solid, label="[1, 288, 1, 1]"]; +"89 node_mul_6" -> "90 node_Conv_489" [style=solid, label="[1, 288, 7, 7]"]; +"90 node_Conv_489" -> "91 node_Conv_491" [style=solid, label="[1, 96, 7, 7]"]; +"90 node_Conv_489" -> "102 node_add_4" [style=solid, label="[1, 96, 7, 7]"]; +"91 node_Conv_491" -> "92 n0_14" [style=solid, label="[1, 576, 7, 7]"]; +"92 n0_14" -> "93 node_Conv_493" [style=solid, label="[1, 576, 7, 7]"]; +"93 node_Conv_493" -> "94 n0_15" [style=solid, label="[1, 576, 7, 7]"]; +"94 n0_15" -> "95 node_mean_7" [style=solid, label="[1, 576, 7, 7]"]; +"94 n0_15" -> "100 node_mul_7" [style=solid, label="[1, 576, 7, 7]"]; +"95 node_mean_7" -> "96 node_conv2d_43" [style=solid, label="[1, 576, 1, 1]"]; +"96 node_conv2d_43" -> "97 node_relu_12" [style=solid, label="[1, 144, 1, 1]"]; +"97 node_relu_12" -> "98 node_conv2d_44" [style=solid, label="[1, 144, 1, 1]"]; +"98 node_conv2d_44" -> "99 node_hardsigmoid_7" [style=solid, label="[1, 576, 1, 1]"]; +"99 node_hardsigmoid_7" -> "100 node_mul_7" [style=solid, label="[1, 576, 1, 1]"]; +"100 node_mul_7" -> "101 node_Conv_495" [style=solid, label="[1, 576, 7, 7]"]; +"101 node_Conv_495" -> "102 node_add_4" [style=solid, label="[1, 96, 7, 7]"]; +"102 node_add_4" -> "103 node_Conv_497" [style=solid, label="[1, 96, 7, 7]"]; +"102 node_add_4" -> "114 node_add_5" [style=solid, label="[1, 96, 7, 7]"]; +"103 node_Conv_497" -> "104 n0_16" [style=solid, label="[1, 576, 7, 7]"]; +"104 n0_16" -> "105 node_Conv_499" [style=solid, label="[1, 576, 7, 7]"]; +"105 node_Conv_499" -> "106 n0_17" [style=solid, label="[1, 576, 7, 7]"]; +"106 n0_17" -> "107 node_mean_8" [style=solid, label="[1, 576, 7, 7]"]; +"106 n0_17" -> "112 node_mul_8" [style=solid, label="[1, 576, 7, 7]"]; +"107 node_mean_8" -> "108 node_conv2d_48" [style=solid, label="[1, 576, 1, 1]"]; +"108 node_conv2d_48" -> "109 node_relu_13" [style=solid, label="[1, 144, 1, 1]"]; +"109 node_relu_13" -> "110 node_conv2d_49" [style=solid, label="[1, 144, 1, 1]"]; +"110 node_conv2d_49" -> "111 node_hardsigmoid_8" [style=solid, label="[1, 576, 1, 1]"]; +"111 node_hardsigmoid_8" -> "112 node_mul_8" [style=solid, label="[1, 576, 1, 1]"]; +"112 node_mul_8" -> "113 node_Conv_501" [style=solid, label="[1, 576, 7, 7]"]; +"113 node_Conv_501" -> "114 node_add_5" [style=solid, label="[1, 96, 7, 7]"]; +"114 node_add_5" -> "115 node_Conv_503" [style=solid, label="[1, 96, 7, 7]"]; +"115 node_Conv_503" -> "116 n0_18" [style=solid, label="[1, 576, 7, 7]"]; +"116 n0_18" -> "117 node_mean_9" [style=solid, label="[1, 576, 7, 7]"]; +"117 node_mean_9" -> "118 node_view" [style=solid, label="[1, 576, 1, 1]"]; +"118 node_view" -> "119 node_linear" [style=solid, label="[1, 576]"]; +"119 node_linear" -> "120 n0_19" [style=solid, label="[1, 1024]"]; +"120 n0_19" -> "121 node_linear_1" [style=solid, label="[1, 1024]"]; +"121 node_linear_1" -> "123 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"122 nncf_model_input_0" -> "0 node_Conv_437" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/original_nncf_graph/resnet18.dot b/tests/onnx/data/reference_graphs/original_nncf_graph/resnet18.dot index c91df8f142c..0f6e31b5df7 100644 --- a/tests/onnx/data/reference_graphs/original_nncf_graph/resnet18.dot +++ b/tests/onnx/data/reference_graphs/original_nncf_graph/resnet18.dot @@ -1,111 +1,111 @@ -strict digraph { -"0 /conv1/Conv" [id=0, type=Conv]; -"1 /relu/Relu" [id=1, type=Relu]; -"2 /maxpool/MaxPool" [id=2, type=MaxPool]; -"3 /layer1/layer1.0/conv1/Conv" [id=3, type=Conv]; -"4 /layer1/layer1.0/relu/Relu" [id=4, type=Relu]; -"5 /layer1/layer1.0/conv2/Conv" [id=5, type=Conv]; -"6 /layer1/layer1.0/Add" [id=6, type=Add]; -"7 /layer1/layer1.0/relu_1/Relu" [id=7, type=Relu]; -"8 /layer1/layer1.1/conv1/Conv" [id=8, type=Conv]; -"9 /layer1/layer1.1/relu/Relu" [id=9, type=Relu]; -"10 /layer1/layer1.1/conv2/Conv" [id=10, type=Conv]; -"11 /layer1/layer1.1/Add" [id=11, type=Add]; -"12 /layer1/layer1.1/relu_1/Relu" [id=12, type=Relu]; -"13 /layer2/layer2.0/conv1/Conv" [id=13, type=Conv]; -"14 /layer2/layer2.0/relu/Relu" [id=14, type=Relu]; -"15 /layer2/layer2.0/conv2/Conv" [id=15, type=Conv]; -"16 /layer2/layer2.0/downsample/downsample.0/Conv" [id=16, type=Conv]; -"17 /layer2/layer2.0/Add" [id=17, type=Add]; -"18 /layer2/layer2.0/relu_1/Relu" [id=18, type=Relu]; -"19 /layer2/layer2.1/conv1/Conv" [id=19, type=Conv]; -"20 /layer2/layer2.1/relu/Relu" [id=20, type=Relu]; -"21 /layer2/layer2.1/conv2/Conv" [id=21, type=Conv]; -"22 /layer2/layer2.1/Add" [id=22, type=Add]; -"23 /layer2/layer2.1/relu_1/Relu" [id=23, type=Relu]; -"24 /layer3/layer3.0/conv1/Conv" [id=24, type=Conv]; -"25 /layer3/layer3.0/relu/Relu" [id=25, type=Relu]; -"26 /layer3/layer3.0/conv2/Conv" [id=26, type=Conv]; -"27 /layer3/layer3.0/downsample/downsample.0/Conv" [id=27, type=Conv]; -"28 /layer3/layer3.0/Add" [id=28, type=Add]; -"29 /layer3/layer3.0/relu_1/Relu" [id=29, type=Relu]; -"30 /layer3/layer3.1/conv1/Conv" [id=30, type=Conv]; -"31 /layer3/layer3.1/relu/Relu" [id=31, type=Relu]; -"32 /layer3/layer3.1/conv2/Conv" [id=32, type=Conv]; -"33 /layer3/layer3.1/Add" [id=33, type=Add]; -"34 /layer3/layer3.1/relu_1/Relu" [id=34, type=Relu]; -"35 /layer4/layer4.0/conv1/Conv" [id=35, type=Conv]; -"36 /layer4/layer4.0/relu/Relu" [id=36, type=Relu]; -"37 /layer4/layer4.0/conv2/Conv" [id=37, type=Conv]; -"38 /layer4/layer4.0/downsample/downsample.0/Conv" [id=38, type=Conv]; -"39 /layer4/layer4.0/Add" [id=39, type=Add]; -"40 /layer4/layer4.0/relu_1/Relu" [id=40, type=Relu]; -"41 /layer4/layer4.1/conv1/Conv" [id=41, type=Conv]; -"42 /layer4/layer4.1/relu/Relu" [id=42, type=Relu]; -"43 /layer4/layer4.1/conv2/Conv" [id=43, type=Conv]; -"44 /layer4/layer4.1/Add" [id=44, type=Add]; -"45 /layer4/layer4.1/relu_1/Relu" [id=45, type=Relu]; -"46 /avgpool/GlobalAveragePool" [id=46, type=GlobalAveragePool]; -"47 /Flatten" [id=47, type=Flatten]; -"48 /fc/Gemm" [id=48, type=Gemm]; -"49 nncf_model_input_0" [id=49, type=nncf_model_input]; -"50 nncf_model_output_0" [id=50, type=nncf_model_output]; -"0 /conv1/Conv" -> "1 /relu/Relu" [label="[1, 64, 112, 112]", style=solid]; -"1 /relu/Relu" -> "2 /maxpool/MaxPool" [label="[1, 64, 112, 112]", style=solid]; -"2 /maxpool/MaxPool" -> "3 /layer1/layer1.0/conv1/Conv" [label="[1, 64, 56, 56]", style=solid]; -"2 /maxpool/MaxPool" -> "6 /layer1/layer1.0/Add" [label="[1, 64, 56, 56]", style=solid]; -"3 /layer1/layer1.0/conv1/Conv" -> "4 /layer1/layer1.0/relu/Relu" [label="[1, 64, 56, 56]", style=solid]; -"4 /layer1/layer1.0/relu/Relu" -> "5 /layer1/layer1.0/conv2/Conv" [label="[1, 64, 56, 56]", style=solid]; -"5 /layer1/layer1.0/conv2/Conv" -> "6 /layer1/layer1.0/Add" [label="[1, 64, 56, 56]", style=solid]; -"6 /layer1/layer1.0/Add" -> "7 /layer1/layer1.0/relu_1/Relu" [label="[1, 64, 56, 56]", style=solid]; -"7 /layer1/layer1.0/relu_1/Relu" -> "8 /layer1/layer1.1/conv1/Conv" [label="[1, 64, 56, 56]", style=solid]; -"7 /layer1/layer1.0/relu_1/Relu" -> "11 /layer1/layer1.1/Add" [label="[1, 64, 56, 56]", style=solid]; -"8 /layer1/layer1.1/conv1/Conv" -> "9 /layer1/layer1.1/relu/Relu" [label="[1, 64, 56, 56]", style=solid]; -"9 /layer1/layer1.1/relu/Relu" -> "10 /layer1/layer1.1/conv2/Conv" [label="[1, 64, 56, 56]", style=solid]; -"10 /layer1/layer1.1/conv2/Conv" -> "11 /layer1/layer1.1/Add" [label="[1, 64, 56, 56]", style=solid]; -"11 /layer1/layer1.1/Add" -> "12 /layer1/layer1.1/relu_1/Relu" [label="[1, 64, 56, 56]", style=solid]; -"12 /layer1/layer1.1/relu_1/Relu" -> "13 /layer2/layer2.0/conv1/Conv" [label="[1, 64, 56, 56]", style=solid]; -"12 /layer1/layer1.1/relu_1/Relu" -> "16 /layer2/layer2.0/downsample/downsample.0/Conv" [label="[1, 64, 56, 56]", style=solid]; -"13 /layer2/layer2.0/conv1/Conv" -> "14 /layer2/layer2.0/relu/Relu" [label="[1, 128, 28, 28]", style=solid]; -"14 /layer2/layer2.0/relu/Relu" -> "15 /layer2/layer2.0/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"15 /layer2/layer2.0/conv2/Conv" -> "17 /layer2/layer2.0/Add" [label="[1, 128, 28, 28]", style=solid]; -"16 /layer2/layer2.0/downsample/downsample.0/Conv" -> "17 /layer2/layer2.0/Add" [label="[1, 128, 28, 28]", style=solid]; -"17 /layer2/layer2.0/Add" -> "18 /layer2/layer2.0/relu_1/Relu" [label="[1, 128, 28, 28]", style=solid]; -"18 /layer2/layer2.0/relu_1/Relu" -> "19 /layer2/layer2.1/conv1/Conv" [label="[1, 128, 28, 28]", style=solid]; -"18 /layer2/layer2.0/relu_1/Relu" -> "22 /layer2/layer2.1/Add" [label="[1, 128, 28, 28]", style=solid]; -"19 /layer2/layer2.1/conv1/Conv" -> "20 /layer2/layer2.1/relu/Relu" [label="[1, 128, 28, 28]", style=solid]; -"20 /layer2/layer2.1/relu/Relu" -> "21 /layer2/layer2.1/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"21 /layer2/layer2.1/conv2/Conv" -> "22 /layer2/layer2.1/Add" [label="[1, 128, 28, 28]", style=solid]; -"22 /layer2/layer2.1/Add" -> "23 /layer2/layer2.1/relu_1/Relu" [label="[1, 128, 28, 28]", style=solid]; -"23 /layer2/layer2.1/relu_1/Relu" -> "24 /layer3/layer3.0/conv1/Conv" [label="[1, 128, 28, 28]", style=solid]; -"23 /layer2/layer2.1/relu_1/Relu" -> "27 /layer3/layer3.0/downsample/downsample.0/Conv" [label="[1, 128, 28, 28]", style=solid]; -"24 /layer3/layer3.0/conv1/Conv" -> "25 /layer3/layer3.0/relu/Relu" [label="[1, 256, 14, 14]", style=solid]; -"25 /layer3/layer3.0/relu/Relu" -> "26 /layer3/layer3.0/conv2/Conv" [label="[1, 256, 14, 14]", style=solid]; -"26 /layer3/layer3.0/conv2/Conv" -> "28 /layer3/layer3.0/Add" [label="[1, 256, 14, 14]", style=solid]; -"27 /layer3/layer3.0/downsample/downsample.0/Conv" -> "28 /layer3/layer3.0/Add" [label="[1, 256, 14, 14]", style=solid]; -"28 /layer3/layer3.0/Add" -> "29 /layer3/layer3.0/relu_1/Relu" [label="[1, 256, 14, 14]", style=solid]; -"29 /layer3/layer3.0/relu_1/Relu" -> "30 /layer3/layer3.1/conv1/Conv" [label="[1, 256, 14, 14]", style=solid]; -"29 /layer3/layer3.0/relu_1/Relu" -> "33 /layer3/layer3.1/Add" [label="[1, 256, 14, 14]", style=solid]; -"30 /layer3/layer3.1/conv1/Conv" -> "31 /layer3/layer3.1/relu/Relu" [label="[1, 256, 14, 14]", style=solid]; -"31 /layer3/layer3.1/relu/Relu" -> "32 /layer3/layer3.1/conv2/Conv" [label="[1, 256, 14, 14]", style=solid]; -"32 /layer3/layer3.1/conv2/Conv" -> "33 /layer3/layer3.1/Add" [label="[1, 256, 14, 14]", style=solid]; -"33 /layer3/layer3.1/Add" -> "34 /layer3/layer3.1/relu_1/Relu" [label="[1, 256, 14, 14]", style=solid]; -"34 /layer3/layer3.1/relu_1/Relu" -> "35 /layer4/layer4.0/conv1/Conv" [label="[1, 256, 14, 14]", style=solid]; -"34 /layer3/layer3.1/relu_1/Relu" -> "38 /layer4/layer4.0/downsample/downsample.0/Conv" [label="[1, 256, 14, 14]", style=solid]; -"35 /layer4/layer4.0/conv1/Conv" -> "36 /layer4/layer4.0/relu/Relu" [label="[1, 512, 7, 7]", style=solid]; -"36 /layer4/layer4.0/relu/Relu" -> "37 /layer4/layer4.0/conv2/Conv" [label="[1, 512, 7, 7]", style=solid]; -"37 /layer4/layer4.0/conv2/Conv" -> "39 /layer4/layer4.0/Add" [label="[1, 512, 7, 7]", style=solid]; -"38 /layer4/layer4.0/downsample/downsample.0/Conv" -> "39 /layer4/layer4.0/Add" [label="[1, 512, 7, 7]", style=solid]; -"39 /layer4/layer4.0/Add" -> "40 /layer4/layer4.0/relu_1/Relu" [label="[1, 512, 7, 7]", style=solid]; -"40 /layer4/layer4.0/relu_1/Relu" -> "41 /layer4/layer4.1/conv1/Conv" [label="[1, 512, 7, 7]", style=solid]; -"40 /layer4/layer4.0/relu_1/Relu" -> "44 /layer4/layer4.1/Add" [label="[1, 512, 7, 7]", style=solid]; -"41 /layer4/layer4.1/conv1/Conv" -> "42 /layer4/layer4.1/relu/Relu" [label="[1, 512, 7, 7]", style=solid]; -"42 /layer4/layer4.1/relu/Relu" -> "43 /layer4/layer4.1/conv2/Conv" [label="[1, 512, 7, 7]", style=solid]; -"43 /layer4/layer4.1/conv2/Conv" -> "44 /layer4/layer4.1/Add" [label="[1, 512, 7, 7]", style=solid]; -"44 /layer4/layer4.1/Add" -> "45 /layer4/layer4.1/relu_1/Relu" [label="[1, 512, 7, 7]", style=solid]; -"45 /layer4/layer4.1/relu_1/Relu" -> "46 /avgpool/GlobalAveragePool" [label="[1, 512, 7, 7]", style=solid]; -"46 /avgpool/GlobalAveragePool" -> "47 /Flatten" [label="[1, 512, 1, 1]", style=solid]; -"47 /Flatten" -> "48 /fc/Gemm" [label="[1, 512]", style=solid]; -"48 /fc/Gemm" -> "50 nncf_model_output_0" [label="[1, 1000]", style=solid]; -"49 nncf_model_input_0" -> "0 /conv1/Conv" [label="[1, 3, 224, 224]", style=solid]; +strict digraph { +"0 node_Conv_251" [id=0, type=Conv]; +"1 node_relu" [id=1, type=Relu]; +"2 node_max_pool2d" [id=2, type=MaxPool]; +"3 node_Conv_253" [id=3, type=Conv]; +"4 node_relu_1" [id=4, type=Relu]; +"5 node_Conv_255" [id=5, type=Conv]; +"6 node_add" [id=6, type=Add]; +"7 node_relu_2" [id=7, type=Relu]; +"8 node_Conv_257" [id=8, type=Conv]; +"9 node_relu_3" [id=9, type=Relu]; +"10 node_Conv_259" [id=10, type=Conv]; +"11 node_add_1" [id=11, type=Add]; +"12 node_relu_4" [id=12, type=Relu]; +"13 node_Conv_261" [id=13, type=Conv]; +"14 node_relu_5" [id=14, type=Relu]; +"15 node_Conv_263" [id=15, type=Conv]; +"16 node_Conv_265" [id=16, type=Conv]; +"17 node_add_2" [id=17, type=Add]; +"18 node_relu_6" [id=18, type=Relu]; +"19 node_Conv_267" [id=19, type=Conv]; +"20 node_relu_7" [id=20, type=Relu]; +"21 node_Conv_269" [id=21, type=Conv]; +"22 node_add_3" [id=22, type=Add]; +"23 node_relu_8" [id=23, type=Relu]; +"24 node_Conv_271" [id=24, type=Conv]; +"25 node_relu_9" [id=25, type=Relu]; +"26 node_Conv_273" [id=26, type=Conv]; +"27 node_Conv_275" [id=27, type=Conv]; +"28 node_add_4" [id=28, type=Add]; +"29 node_relu_10" [id=29, type=Relu]; +"30 node_Conv_277" [id=30, type=Conv]; +"31 node_relu_11" [id=31, type=Relu]; +"32 node_Conv_279" [id=32, type=Conv]; +"33 node_add_5" [id=33, type=Add]; +"34 node_relu_12" [id=34, type=Relu]; +"35 node_Conv_281" [id=35, type=Conv]; +"36 node_relu_13" [id=36, type=Relu]; +"37 node_Conv_283" [id=37, type=Conv]; +"38 node_Conv_285" [id=38, type=Conv]; +"39 node_add_6" [id=39, type=Add]; +"40 node_relu_14" [id=40, type=Relu]; +"41 node_Conv_287" [id=41, type=Conv]; +"42 node_relu_15" [id=42, type=Relu]; +"43 node_Conv_289" [id=43, type=Conv]; +"44 node_add_7" [id=44, type=Add]; +"45 node_relu_16" [id=45, type=Relu]; +"46 node_mean" [id=46, type=ReduceMean]; +"47 node_view" [id=47, type=Reshape]; +"48 node_linear" [id=48, type=Gemm]; +"49 nncf_model_input_0" [id=49, type="nncf_model_input"]; +"50 nncf_model_output_0" [id=50, type="nncf_model_output"]; +"0 node_Conv_251" -> "1 node_relu" [style=solid, label="[1, 64, 112, 112]"]; +"1 node_relu" -> "2 node_max_pool2d" [style=solid, label="[1, 64, 112, 112]"]; +"2 node_max_pool2d" -> "3 node_Conv_253" [style=solid, label="[1, 64, 56, 56]"]; +"2 node_max_pool2d" -> "6 node_add" [style=solid, label="[1, 64, 56, 56]"]; +"3 node_Conv_253" -> "4 node_relu_1" [style=solid, label="[1, 64, 56, 56]"]; +"4 node_relu_1" -> "5 node_Conv_255" [style=solid, label="[1, 64, 56, 56]"]; +"5 node_Conv_255" -> "6 node_add" [style=solid, label="[1, 64, 56, 56]"]; +"6 node_add" -> "7 node_relu_2" [style=solid, label="[1, 64, 56, 56]"]; +"7 node_relu_2" -> "8 node_Conv_257" [style=solid, label="[1, 64, 56, 56]"]; +"7 node_relu_2" -> "11 node_add_1" [style=solid, label="[1, 64, 56, 56]"]; +"8 node_Conv_257" -> "9 node_relu_3" [style=solid, label="[1, 64, 56, 56]"]; +"9 node_relu_3" -> "10 node_Conv_259" [style=solid, label="[1, 64, 56, 56]"]; +"10 node_Conv_259" -> "11 node_add_1" [style=solid, label="[1, 64, 56, 56]"]; +"11 node_add_1" -> "12 node_relu_4" [style=solid, label="[1, 64, 56, 56]"]; +"12 node_relu_4" -> "13 node_Conv_261" [style=solid, label="[1, 64, 56, 56]"]; +"12 node_relu_4" -> "16 node_Conv_265" [style=solid, label="[1, 64, 56, 56]"]; +"13 node_Conv_261" -> "14 node_relu_5" [style=solid, label="[1, 128, 28, 28]"]; +"14 node_relu_5" -> "15 node_Conv_263" [style=solid, label="[1, 128, 28, 28]"]; +"15 node_Conv_263" -> "17 node_add_2" [style=solid, label="[1, 128, 28, 28]"]; +"16 node_Conv_265" -> "17 node_add_2" [style=solid, label="[1, 128, 28, 28]"]; +"17 node_add_2" -> "18 node_relu_6" [style=solid, label="[1, 128, 28, 28]"]; +"18 node_relu_6" -> "19 node_Conv_267" [style=solid, label="[1, 128, 28, 28]"]; +"18 node_relu_6" -> "22 node_add_3" [style=solid, label="[1, 128, 28, 28]"]; +"19 node_Conv_267" -> "20 node_relu_7" [style=solid, label="[1, 128, 28, 28]"]; +"20 node_relu_7" -> "21 node_Conv_269" [style=solid, label="[1, 128, 28, 28]"]; +"21 node_Conv_269" -> "22 node_add_3" [style=solid, label="[1, 128, 28, 28]"]; +"22 node_add_3" -> "23 node_relu_8" [style=solid, label="[1, 128, 28, 28]"]; +"23 node_relu_8" -> "24 node_Conv_271" [style=solid, label="[1, 128, 28, 28]"]; +"23 node_relu_8" -> "27 node_Conv_275" [style=solid, label="[1, 128, 28, 28]"]; +"24 node_Conv_271" -> "25 node_relu_9" [style=solid, label="[1, 256, 14, 14]"]; +"25 node_relu_9" -> "26 node_Conv_273" [style=solid, label="[1, 256, 14, 14]"]; +"26 node_Conv_273" -> "28 node_add_4" [style=solid, label="[1, 256, 14, 14]"]; +"27 node_Conv_275" -> "28 node_add_4" [style=solid, label="[1, 256, 14, 14]"]; +"28 node_add_4" -> "29 node_relu_10" [style=solid, label="[1, 256, 14, 14]"]; +"29 node_relu_10" -> "30 node_Conv_277" [style=solid, label="[1, 256, 14, 14]"]; +"29 node_relu_10" -> "33 node_add_5" [style=solid, label="[1, 256, 14, 14]"]; +"30 node_Conv_277" -> "31 node_relu_11" [style=solid, label="[1, 256, 14, 14]"]; +"31 node_relu_11" -> "32 node_Conv_279" [style=solid, label="[1, 256, 14, 14]"]; +"32 node_Conv_279" -> "33 node_add_5" [style=solid, label="[1, 256, 14, 14]"]; +"33 node_add_5" -> "34 node_relu_12" [style=solid, label="[1, 256, 14, 14]"]; +"34 node_relu_12" -> "35 node_Conv_281" [style=solid, label="[1, 256, 14, 14]"]; +"34 node_relu_12" -> "38 node_Conv_285" [style=solid, label="[1, 256, 14, 14]"]; +"35 node_Conv_281" -> "36 node_relu_13" [style=solid, label="[1, 512, 7, 7]"]; +"36 node_relu_13" -> "37 node_Conv_283" [style=solid, label="[1, 512, 7, 7]"]; +"37 node_Conv_283" -> "39 node_add_6" [style=solid, label="[1, 512, 7, 7]"]; +"38 node_Conv_285" -> "39 node_add_6" [style=solid, label="[1, 512, 7, 7]"]; +"39 node_add_6" -> "40 node_relu_14" [style=solid, label="[1, 512, 7, 7]"]; +"40 node_relu_14" -> "41 node_Conv_287" [style=solid, label="[1, 512, 7, 7]"]; +"40 node_relu_14" -> "44 node_add_7" [style=solid, label="[1, 512, 7, 7]"]; +"41 node_Conv_287" -> "42 node_relu_15" [style=solid, label="[1, 512, 7, 7]"]; +"42 node_relu_15" -> "43 node_Conv_289" [style=solid, label="[1, 512, 7, 7]"]; +"43 node_Conv_289" -> "44 node_add_7" [style=solid, label="[1, 512, 7, 7]"]; +"44 node_add_7" -> "45 node_relu_16" [style=solid, label="[1, 512, 7, 7]"]; +"45 node_relu_16" -> "46 node_mean" [style=solid, label="[1, 512, 7, 7]"]; +"46 node_mean" -> "47 node_view" [style=solid, label="[1, 512, 1, 1]"]; +"47 node_view" -> "48 node_linear" [style=solid, label="[1, 512]"]; +"48 node_linear" -> "50 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"49 nncf_model_input_0" -> "0 node_Conv_251" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/original_nncf_graph/shufflenet_v2_x1_0.dot b/tests/onnx/data/reference_graphs/original_nncf_graph/shufflenet_v2_x1_0.dot index 63775ac495e..716fc373a54 100644 --- a/tests/onnx/data/reference_graphs/original_nncf_graph/shufflenet_v2_x1_0.dot +++ b/tests/onnx/data/reference_graphs/original_nncf_graph/shufflenet_v2_x1_0.dot @@ -1,834 +1,367 @@ -strict digraph { -"0 /conv1/conv1.0/Conv" [id=0, type=Conv]; -"1 /conv1/conv1.2/Relu" [id=1, type=Relu]; -"2 /maxpool/MaxPool" [id=2, type=MaxPool]; -"3 /stage2/stage2.0/branch1/branch1.0/Conv" [id=3, type=Conv]; -"4 /stage2/stage2.0/branch1/branch1.2/Conv" [id=4, type=Conv]; -"5 /stage2/stage2.0/branch1/branch1.4/Relu" [id=5, type=Relu]; -"6 /stage2/stage2.0/branch2/branch2.0/Conv" [id=6, type=Conv]; -"7 /stage2/stage2.0/branch2/branch2.2/Relu" [id=7, type=Relu]; -"8 /stage2/stage2.0/branch2/branch2.3/Conv" [id=8, type=Conv]; -"9 /stage2/stage2.0/branch2/branch2.5/Conv" [id=9, type=Conv]; -"10 /stage2/stage2.0/branch2/branch2.7/Relu" [id=10, type=Relu]; -"11 /stage2/stage2.0/Concat" [id=11, type=Concat]; -"12 /stage2/stage2.0/Constant" [id=12, type=Constant]; -"13 /stage2/stage2.0/Reshape" [id=13, type=Reshape]; -"14 /stage2/stage2.0/Transpose" [id=14, type=Transpose]; -"15 /stage2/stage2.0/Constant_1" [id=15, type=Constant]; -"16 /stage2/stage2.0/Reshape_1" [id=16, type=Reshape]; -"17 /stage2/stage2.1/Shape" [id=17, type=Shape]; -"18 /stage2/stage2.1/Constant" [id=18, type=Constant]; -"19 /stage2/stage2.1/Gather" [id=19, type=Gather]; -"20 /stage2/stage2.1/Constant_1" [id=20, type=Constant]; -"21 /stage2/stage2.1/Constant_2" [id=21, type=Constant]; -"22 /stage2/stage2.1/Add" [id=22, type=Add]; -"23 /stage2/stage2.1/Constant_3" [id=23, type=Constant]; -"24 /stage2/stage2.1/Div" [id=24, type=Div]; -"25 /stage2/stage2.1/Constant_4" [id=25, type=Constant]; -"26 /stage2/stage2.1/Mul" [id=26, type=Mul]; -"27 /stage2/stage2.1/Slice" [id=27, type=Slice]; -"28 /stage2/stage2.1/Constant_5" [id=28, type=Constant]; -"29 /stage2/stage2.1/Mul_1" [id=29, type=Mul]; -"30 /stage2/stage2.1/Slice_1" [id=30, type=Slice]; -"31 /stage2/stage2.1/branch2/branch2.0/Conv" [id=31, type=Conv]; -"32 /stage2/stage2.1/branch2/branch2.2/Relu" [id=32, type=Relu]; -"33 /stage2/stage2.1/branch2/branch2.3/Conv" [id=33, type=Conv]; -"34 /stage2/stage2.1/branch2/branch2.5/Conv" [id=34, type=Conv]; -"35 /stage2/stage2.1/branch2/branch2.7/Relu" [id=35, type=Relu]; -"36 /stage2/stage2.1/Concat" [id=36, type=Concat]; -"37 /stage2/stage2.1/Constant_6" [id=37, type=Constant]; -"38 /stage2/stage2.1/Reshape" [id=38, type=Reshape]; -"39 /stage2/stage2.1/Transpose" [id=39, type=Transpose]; -"40 /stage2/stage2.1/Constant_7" [id=40, type=Constant]; -"41 /stage2/stage2.1/Reshape_1" [id=41, type=Reshape]; -"42 /stage2/stage2.2/Shape" [id=42, type=Shape]; -"43 /stage2/stage2.2/Constant" [id=43, type=Constant]; -"44 /stage2/stage2.2/Gather" [id=44, type=Gather]; -"45 /stage2/stage2.2/Constant_1" [id=45, type=Constant]; -"46 /stage2/stage2.2/Constant_2" [id=46, type=Constant]; -"47 /stage2/stage2.2/Add" [id=47, type=Add]; -"48 /stage2/stage2.2/Constant_3" [id=48, type=Constant]; -"49 /stage2/stage2.2/Div" [id=49, type=Div]; -"50 /stage2/stage2.2/Constant_4" [id=50, type=Constant]; -"51 /stage2/stage2.2/Mul" [id=51, type=Mul]; -"52 /stage2/stage2.2/Slice" [id=52, type=Slice]; -"53 /stage2/stage2.2/Constant_5" [id=53, type=Constant]; -"54 /stage2/stage2.2/Mul_1" [id=54, type=Mul]; -"55 /stage2/stage2.2/Slice_1" [id=55, type=Slice]; -"56 /stage2/stage2.2/branch2/branch2.0/Conv" [id=56, type=Conv]; -"57 /stage2/stage2.2/branch2/branch2.2/Relu" [id=57, type=Relu]; -"58 /stage2/stage2.2/branch2/branch2.3/Conv" [id=58, type=Conv]; -"59 /stage2/stage2.2/branch2/branch2.5/Conv" [id=59, type=Conv]; -"60 /stage2/stage2.2/branch2/branch2.7/Relu" [id=60, type=Relu]; -"61 /stage2/stage2.2/Concat" [id=61, type=Concat]; -"62 /stage2/stage2.2/Constant_6" [id=62, type=Constant]; -"63 /stage2/stage2.2/Reshape" [id=63, type=Reshape]; -"64 /stage2/stage2.2/Transpose" [id=64, type=Transpose]; -"65 /stage2/stage2.2/Constant_7" [id=65, type=Constant]; -"66 /stage2/stage2.2/Reshape_1" [id=66, type=Reshape]; -"67 /stage2/stage2.3/Shape" [id=67, type=Shape]; -"68 /stage2/stage2.3/Constant" [id=68, type=Constant]; -"69 /stage2/stage2.3/Gather" [id=69, type=Gather]; -"70 /stage2/stage2.3/Constant_1" [id=70, type=Constant]; -"71 /stage2/stage2.3/Constant_2" [id=71, type=Constant]; -"72 /stage2/stage2.3/Add" [id=72, type=Add]; -"73 /stage2/stage2.3/Constant_3" [id=73, type=Constant]; -"74 /stage2/stage2.3/Div" [id=74, type=Div]; -"75 /stage2/stage2.3/Constant_4" [id=75, type=Constant]; -"76 /stage2/stage2.3/Mul" [id=76, type=Mul]; -"77 /stage2/stage2.3/Slice" [id=77, type=Slice]; -"78 /stage2/stage2.3/Constant_5" [id=78, type=Constant]; -"79 /stage2/stage2.3/Mul_1" [id=79, type=Mul]; -"80 /stage2/stage2.3/Slice_1" [id=80, type=Slice]; -"81 /stage2/stage2.3/branch2/branch2.0/Conv" [id=81, type=Conv]; -"82 /stage2/stage2.3/branch2/branch2.2/Relu" [id=82, type=Relu]; -"83 /stage2/stage2.3/branch2/branch2.3/Conv" [id=83, type=Conv]; -"84 /stage2/stage2.3/branch2/branch2.5/Conv" [id=84, type=Conv]; -"85 /stage2/stage2.3/branch2/branch2.7/Relu" [id=85, type=Relu]; -"86 /stage2/stage2.3/Concat" [id=86, type=Concat]; -"87 /stage2/stage2.3/Constant_6" [id=87, type=Constant]; -"88 /stage2/stage2.3/Reshape" [id=88, type=Reshape]; -"89 /stage2/stage2.3/Transpose" [id=89, type=Transpose]; -"90 /stage2/stage2.3/Constant_7" [id=90, type=Constant]; -"91 /stage2/stage2.3/Reshape_1" [id=91, type=Reshape]; -"92 /stage3/stage3.0/branch1/branch1.0/Conv" [id=92, type=Conv]; -"93 /stage3/stage3.0/branch1/branch1.2/Conv" [id=93, type=Conv]; -"94 /stage3/stage3.0/branch1/branch1.4/Relu" [id=94, type=Relu]; -"95 /stage3/stage3.0/branch2/branch2.0/Conv" [id=95, type=Conv]; -"96 /stage3/stage3.0/branch2/branch2.2/Relu" [id=96, type=Relu]; -"97 /stage3/stage3.0/branch2/branch2.3/Conv" [id=97, type=Conv]; -"98 /stage3/stage3.0/branch2/branch2.5/Conv" [id=98, type=Conv]; -"99 /stage3/stage3.0/branch2/branch2.7/Relu" [id=99, type=Relu]; -"100 /stage3/stage3.0/Concat" [id=100, type=Concat]; -"101 /stage3/stage3.0/Constant" [id=101, type=Constant]; -"102 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[style=solid, label="[1, 2, 116, 14, 14]"]; +"125 node_transpose_11" -> "126 node_view_23" [style=solid, label="[1, 116, 2, 14, 14]"]; +"126 node_view_23" -> "127 node_Conv_1026" [style=solid, label="[1, 232, 14, 14]"]; +"126 node_view_23" -> "130 node_Conv_1030" [style=solid, label="[1, 232, 14, 14]"]; +"127 node_Conv_1026" -> "128 node_Conv_1028" [style=solid, label="[1, 232, 7, 7]"]; +"128 node_Conv_1028" -> "129 node_relu_27" [style=solid, label="[1, 232, 7, 7]"]; +"129 node_relu_27" -> "135 node_cat_12" [style=solid, label="[1, 232, 7, 7]"]; +"130 node_Conv_1030" -> "131 node_relu_28" [style=solid, label="[1, 232, 14, 14]"]; +"131 node_relu_28" -> "132 node_Conv_1032" [style=solid, label="[1, 232, 14, 14]"]; +"132 node_Conv_1032" -> "133 node_Conv_1034" [style=solid, label="[1, 232, 7, 7]"]; +"133 node_Conv_1034" -> "134 node_relu_29" [style=solid, label="[1, 232, 7, 7]"]; +"134 node_relu_29" -> "135 node_cat_12" [style=solid, label="[1, 232, 7, 7]"]; +"135 node_cat_12" -> "136 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/features/features.18/Relu" [label="[1, 512, 28, 28]", style=solid]; -"18 /features/features.18/Relu" -> "19 /features/features.19/Conv" [label="[1, 512, 28, 28]", style=solid]; -"19 /features/features.19/Conv" -> "20 /features/features.20/Relu" [label="[1, 512, 28, 28]", style=solid]; -"20 /features/features.20/Relu" -> "21 /features/features.21/Conv" [label="[1, 512, 28, 28]", style=solid]; -"21 /features/features.21/Conv" -> "22 /features/features.22/Relu" [label="[1, 512, 28, 28]", style=solid]; -"22 /features/features.22/Relu" -> "23 /features/features.23/MaxPool" [label="[1, 512, 28, 28]", style=solid]; -"23 /features/features.23/MaxPool" -> "24 /features/features.24/Conv" [label="[1, 512, 14, 14]", style=solid]; -"24 /features/features.24/Conv" -> "25 /features/features.25/Relu" [label="[1, 512, 14, 14]", style=solid]; -"25 /features/features.25/Relu" -> "26 /features/features.26/Conv" [label="[1, 512, 14, 14]", style=solid]; -"26 /features/features.26/Conv" -> "27 /features/features.27/Relu" [label="[1, 512, 14, 14]", style=solid]; -"27 /features/features.27/Relu" -> "28 /features/features.28/Conv" [label="[1, 512, 14, 14]", style=solid]; -"28 /features/features.28/Conv" -> "29 /features/features.29/Relu" [label="[1, 512, 14, 14]", style=solid]; -"29 /features/features.29/Relu" -> "30 /features/features.30/MaxPool" [label="[1, 512, 14, 14]", style=solid]; -"30 /features/features.30/MaxPool" -> "31 /avgpool/AveragePool" [label="[1, 512, 7, 7]", style=solid]; -"31 /avgpool/AveragePool" -> "32 /Flatten" [label="[1, 512, 7, 7]", style=solid]; -"32 /Flatten" -> "33 /classifier/classifier.0/Gemm" [label="[1, 25088]", style=solid]; -"33 /classifier/classifier.0/Gemm" -> "34 /classifier/classifier.1/Relu" [label="[1, 4096]", style=solid]; -"34 /classifier/classifier.1/Relu" -> "35 /classifier/classifier.3/Gemm" [label="[1, 4096]", style=solid]; -"35 /classifier/classifier.3/Gemm" -> "36 /classifier/classifier.4/Relu" [label="[1, 4096]", style=solid]; -"36 /classifier/classifier.4/Relu" -> "37 /classifier/classifier.6/Gemm" [label="[1, 4096]", style=solid]; -"37 /classifier/classifier.6/Gemm" -> "39 nncf_model_output_0" [label="[1, 1000]", style=solid]; -"38 nncf_model_input_0" -> "0 /features/features.0/Conv" [label="[1, 3, 224, 224]", style=solid]; +strict digraph { +"0 node_conv2d" [id=0, type=Conv]; +"1 node_relu" [id=1, type=Relu]; +"2 node_conv2d_1" [id=2, type=Conv]; +"3 node_relu_1" [id=3, type=Relu]; +"4 node_max_pool2d" [id=4, type=MaxPool]; +"5 node_conv2d_2" [id=5, type=Conv]; +"6 node_relu_2" [id=6, type=Relu]; +"7 node_conv2d_3" [id=7, type=Conv]; +"8 node_relu_3" [id=8, type=Relu]; +"9 node_max_pool2d_1" [id=9, type=MaxPool]; +"10 node_conv2d_4" [id=10, type=Conv]; +"11 node_relu_4" [id=11, type=Relu]; +"12 node_conv2d_5" [id=12, type=Conv]; +"13 node_relu_5" [id=13, type=Relu]; +"14 node_conv2d_6" [id=14, type=Conv]; +"15 node_relu_6" [id=15, type=Relu]; +"16 node_max_pool2d_2" [id=16, type=MaxPool]; +"17 node_conv2d_7" [id=17, type=Conv]; +"18 node_relu_7" [id=18, type=Relu]; +"19 node_conv2d_8" [id=19, type=Conv]; +"20 node_relu_8" [id=20, type=Relu]; +"21 node_conv2d_9" [id=21, type=Conv]; +"22 node_relu_9" [id=22, type=Relu]; +"23 node_max_pool2d_3" [id=23, type=MaxPool]; +"24 node_conv2d_10" [id=24, type=Conv]; +"25 node_relu_10" [id=25, type=Relu]; +"26 node_conv2d_11" [id=26, type=Conv]; +"27 node_relu_11" [id=27, type=Relu]; +"28 node_conv2d_12" [id=28, type=Conv]; +"29 node_relu_12" [id=29, type=Relu]; +"30 node_max_pool2d_4" [id=30, type=MaxPool]; +"31 node_avg_pool2d" [id=31, type=AveragePool]; +"32 node_view" [id=32, type=Reshape]; +"33 node_linear" [id=33, type=Gemm]; +"34 node_relu_13" [id=34, type=Relu]; +"35 node_linear_1" [id=35, type=Gemm]; +"36 node_relu_14" [id=36, type=Relu]; +"37 node_linear_2" [id=37, type=Gemm]; +"38 nncf_model_input_0" [id=38, type="nncf_model_input"]; +"39 nncf_model_output_0" [id=39, type="nncf_model_output"]; +"0 node_conv2d" -> "1 node_relu" [style=solid, label="[1, 64, 224, 224]"]; +"1 node_relu" -> "2 node_conv2d_1" [style=solid, label="[1, 64, 224, 224]"]; +"2 node_conv2d_1" -> "3 node_relu_1" [style=solid, label="[1, 64, 224, 224]"]; +"3 node_relu_1" -> "4 node_max_pool2d" [style=solid, label="[1, 64, 224, 224]"]; +"4 node_max_pool2d" -> "5 node_conv2d_2" [style=solid, label="[1, 64, 112, 112]"]; +"5 node_conv2d_2" -> "6 node_relu_2" [style=solid, label="[1, 128, 112, 112]"]; +"6 node_relu_2" -> "7 node_conv2d_3" [style=solid, label="[1, 128, 112, 112]"]; +"7 node_conv2d_3" -> "8 node_relu_3" [style=solid, label="[1, 128, 112, 112]"]; +"8 node_relu_3" -> "9 node_max_pool2d_1" [style=solid, label="[1, 128, 112, 112]"]; +"9 node_max_pool2d_1" -> "10 node_conv2d_4" [style=solid, label="[1, 128, 56, 56]"]; +"10 node_conv2d_4" -> "11 node_relu_4" [style=solid, label="[1, 256, 56, 56]"]; +"11 node_relu_4" -> "12 node_conv2d_5" [style=solid, label="[1, 256, 56, 56]"]; +"12 node_conv2d_5" -> "13 node_relu_5" [style=solid, label="[1, 256, 56, 56]"]; +"13 node_relu_5" -> "14 node_conv2d_6" [style=solid, label="[1, 256, 56, 56]"]; +"14 node_conv2d_6" -> "15 node_relu_6" [style=solid, label="[1, 256, 56, 56]"]; +"15 node_relu_6" -> "16 node_max_pool2d_2" [style=solid, label="[1, 256, 56, 56]"]; +"16 node_max_pool2d_2" -> "17 node_conv2d_7" [style=solid, label="[1, 256, 28, 28]"]; +"17 node_conv2d_7" -> "18 node_relu_7" [style=solid, label="[1, 512, 28, 28]"]; +"18 node_relu_7" -> "19 node_conv2d_8" [style=solid, label="[1, 512, 28, 28]"]; +"19 node_conv2d_8" -> "20 node_relu_8" [style=solid, label="[1, 512, 28, 28]"]; +"20 node_relu_8" -> "21 node_conv2d_9" [style=solid, label="[1, 512, 28, 28]"]; +"21 node_conv2d_9" -> "22 node_relu_9" [style=solid, label="[1, 512, 28, 28]"]; +"22 node_relu_9" -> "23 node_max_pool2d_3" [style=solid, label="[1, 512, 28, 28]"]; +"23 node_max_pool2d_3" -> "24 node_conv2d_10" [style=solid, label="[1, 512, 14, 14]"]; +"24 node_conv2d_10" -> "25 node_relu_10" [style=solid, label="[1, 512, 14, 14]"]; +"25 node_relu_10" -> "26 node_conv2d_11" [style=solid, label="[1, 512, 14, 14]"]; +"26 node_conv2d_11" -> "27 node_relu_11" [style=solid, label="[1, 512, 14, 14]"]; +"27 node_relu_11" -> "28 node_conv2d_12" [style=solid, label="[1, 512, 14, 14]"]; +"28 node_conv2d_12" -> "29 node_relu_12" [style=solid, label="[1, 512, 14, 14]"]; +"29 node_relu_12" -> "30 node_max_pool2d_4" [style=solid, label="[1, 512, 14, 14]"]; +"30 node_max_pool2d_4" -> "31 node_avg_pool2d" [style=solid, label="[1, 512, 7, 7]"]; +"31 node_avg_pool2d" -> "32 node_view" [style=solid, label="[1, 512, 7, 7]"]; +"32 node_view" -> "33 node_linear" [style=solid, label="[1, 25088]"]; +"33 node_linear" -> "34 node_relu_13" [style=solid, label="[1, 4096]"]; +"34 node_relu_13" -> "35 node_linear_1" [style=solid, label="[1, 4096]"]; +"35 node_linear_1" -> "36 node_relu_14" [style=solid, label="[1, 4096]"]; +"36 node_relu_14" -> "37 node_linear_2" [style=solid, label="[1, 4096]"]; +"37 node_linear_2" -> "39 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"38 nncf_model_input_0" -> "0 node_conv2d" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/quantization/densenet121.dot b/tests/onnx/data/reference_graphs/quantization/densenet121.dot index ca9a70f67d0..19c9efa6127 100644 --- a/tests/onnx/data/reference_graphs/quantization/densenet121.dot +++ b/tests/onnx/data/reference_graphs/quantization/densenet121.dot @@ -1,2516 +1,2508 @@ -strict digraph { -"0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; -"1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_1160_1" [id=2, label="2 QuantizeLinear_onnx::Conv_1160_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_1160_1" [id=3, label="3 DequantizeLinear_onnx::Conv_1160_1", type=DequantizeLinear]; -"4 /features/conv0/Conv" [id=4, type=Conv]; -"5 /features/relu0/Relu" [id=5, type=Relu]; -"6 QuantizeLinear_/features/relu0/Relu_output_0_1" [id=6, type=QuantizeLinear]; -"7 DequantizeLinear_/features/relu0/Relu_output_0_1" [id=7, type=DequantizeLinear]; -"8 /features/pool0/MaxPool" [id=8, type=MaxPool]; -"9 /features/denseblock1/denselayer1/Concat" [id=9, type=Concat]; -"10 /features/denseblock1/denselayer1/norm1/BatchNormalization" [id=10, type=BatchNormalization]; -"11 /features/denseblock1/denselayer1/relu1/Relu" [id=11, type=Relu]; -"12 QuantizeLinear_/features/denseblock1/denselayer1/relu1/Relu_output_0_1" [id=12, type=QuantizeLinear]; -"13 DequantizeLinear_/features/denseblock1/denselayer1/relu1/Relu_output_0_1" [id=13, type=DequantizeLinear]; -"14 QuantizeLinear_onnx^^Conv_1163_1" [id=14, label="14 QuantizeLinear_onnx::Conv_1163_1", type=QuantizeLinear]; -"15 DequantizeLinear_onnx^^Conv_1163_1" [id=15, label="15 DequantizeLinear_onnx::Conv_1163_1", type=DequantizeLinear]; -"16 /features/denseblock1/denselayer1/conv1/Conv" [id=16, type=Conv]; -"17 /features/denseblock1/denselayer1/relu2/Relu" [id=17, type=Relu]; -"18 QuantizeLinear_/features/denseblock1/denselayer1/relu2/Relu_output_0_1" [id=18, type=QuantizeLinear]; -"19 DequantizeLinear_/features/denseblock1/denselayer1/relu2/Relu_output_0_1" [id=19, type=DequantizeLinear]; -"20 QuantizeLinear_features.denseblock1.denselayer1.conv2.weight_1" [id=20, type=QuantizeLinear]; -"21 DequantizeLinear_features.denseblock1.denselayer1.conv2.weight_1" [id=21, type=DequantizeLinear]; -"22 /features/denseblock1/denselayer1/conv2/Conv" [id=22, type=Conv]; -"23 QuantizeLinear_/features/denseblock1/denselayer1/conv2/Conv_output_0_1" [id=23, type=QuantizeLinear]; -"24 DequantizeLinear_/features/denseblock1/denselayer1/conv2/Conv_output_0_1" [id=24, type=DequantizeLinear]; -"25 /features/denseblock1/denselayer2/Concat" [id=25, type=Concat]; -"26 /features/denseblock1/denselayer2/norm1/BatchNormalization" [id=26, type=BatchNormalization]; -"27 /features/denseblock1/denselayer2/relu1/Relu" [id=27, type=Relu]; -"28 QuantizeLinear_/features/denseblock1/denselayer2/relu1/Relu_output_0_1" [id=28, type=QuantizeLinear]; -"29 DequantizeLinear_/features/denseblock1/denselayer2/relu1/Relu_output_0_1" [id=29, type=DequantizeLinear]; -"30 QuantizeLinear_onnx^^Conv_1166_1" [id=30, label="30 QuantizeLinear_onnx::Conv_1166_1", type=QuantizeLinear]; -"31 DequantizeLinear_onnx^^Conv_1166_1" [id=31, label="31 DequantizeLinear_onnx::Conv_1166_1", type=DequantizeLinear]; -"32 /features/denseblock1/denselayer2/conv1/Conv" [id=32, type=Conv]; -"33 /features/denseblock1/denselayer2/relu2/Relu" [id=33, type=Relu]; -"34 QuantizeLinear_/features/denseblock1/denselayer2/relu2/Relu_output_0_1" [id=34, type=QuantizeLinear]; -"35 DequantizeLinear_/features/denseblock1/denselayer2/relu2/Relu_output_0_1" [id=35, type=DequantizeLinear]; -"36 QuantizeLinear_features.denseblock1.denselayer2.conv2.weight_1" [id=36, type=QuantizeLinear]; -"37 DequantizeLinear_features.denseblock1.denselayer2.conv2.weight_1" [id=37, type=DequantizeLinear]; -"38 /features/denseblock1/denselayer2/conv2/Conv" [id=38, type=Conv]; -"39 QuantizeLinear_/features/denseblock1/denselayer2/conv2/Conv_output_0_1" [id=39, type=QuantizeLinear]; -"40 DequantizeLinear_/features/denseblock1/denselayer2/conv2/Conv_output_0_1" [id=40, type=DequantizeLinear]; -"41 /features/denseblock1/denselayer3/Concat" [id=41, type=Concat]; -"42 /features/denseblock1/denselayer3/norm1/BatchNormalization" [id=42, type=BatchNormalization]; -"43 /features/denseblock1/denselayer3/relu1/Relu" [id=43, type=Relu]; -"44 QuantizeLinear_/features/denseblock1/denselayer3/relu1/Relu_output_0_1" [id=44, type=QuantizeLinear]; -"45 DequantizeLinear_/features/denseblock1/denselayer3/relu1/Relu_output_0_1" [id=45, type=DequantizeLinear]; -"46 QuantizeLinear_onnx^^Conv_1169_1" [id=46, label="46 QuantizeLinear_onnx::Conv_1169_1", type=QuantizeLinear]; -"47 DequantizeLinear_onnx^^Conv_1169_1" [id=47, label="47 DequantizeLinear_onnx::Conv_1169_1", type=DequantizeLinear]; -"48 /features/denseblock1/denselayer3/conv1/Conv" [id=48, type=Conv]; -"49 /features/denseblock1/denselayer3/relu2/Relu" [id=49, type=Relu]; -"50 QuantizeLinear_/features/denseblock1/denselayer3/relu2/Relu_output_0_1" [id=50, type=QuantizeLinear]; -"51 DequantizeLinear_/features/denseblock1/denselayer3/relu2/Relu_output_0_1" [id=51, type=DequantizeLinear]; -"52 QuantizeLinear_features.denseblock1.denselayer3.conv2.weight_1" [id=52, type=QuantizeLinear]; -"53 DequantizeLinear_features.denseblock1.denselayer3.conv2.weight_1" [id=53, type=DequantizeLinear]; -"54 /features/denseblock1/denselayer3/conv2/Conv" [id=54, type=Conv]; -"55 QuantizeLinear_/features/denseblock1/denselayer3/conv2/Conv_output_0_1" [id=55, type=QuantizeLinear]; -"56 DequantizeLinear_/features/denseblock1/denselayer3/conv2/Conv_output_0_1" [id=56, type=DequantizeLinear]; -"57 /features/denseblock1/denselayer4/Concat" [id=57, type=Concat]; -"58 /features/denseblock1/denselayer4/norm1/BatchNormalization" [id=58, type=BatchNormalization]; -"59 /features/denseblock1/denselayer4/relu1/Relu" [id=59, type=Relu]; -"60 QuantizeLinear_/features/denseblock1/denselayer4/relu1/Relu_output_0_1" [id=60, type=QuantizeLinear]; -"61 DequantizeLinear_/features/denseblock1/denselayer4/relu1/Relu_output_0_1" [id=61, type=DequantizeLinear]; -"62 QuantizeLinear_onnx^^Conv_1172_1" [id=62, label="62 QuantizeLinear_onnx::Conv_1172_1", type=QuantizeLinear]; -"63 DequantizeLinear_onnx^^Conv_1172_1" [id=63, label="63 DequantizeLinear_onnx::Conv_1172_1", type=DequantizeLinear]; -"64 /features/denseblock1/denselayer4/conv1/Conv" [id=64, type=Conv]; -"65 /features/denseblock1/denselayer4/relu2/Relu" [id=65, type=Relu]; -"66 QuantizeLinear_/features/denseblock1/denselayer4/relu2/Relu_output_0_1" [id=66, type=QuantizeLinear]; -"67 DequantizeLinear_/features/denseblock1/denselayer4/relu2/Relu_output_0_1" [id=67, type=DequantizeLinear]; -"68 QuantizeLinear_features.denseblock1.denselayer4.conv2.weight_1" [id=68, type=QuantizeLinear]; -"69 DequantizeLinear_features.denseblock1.denselayer4.conv2.weight_1" [id=69, type=DequantizeLinear]; -"70 /features/denseblock1/denselayer4/conv2/Conv" [id=70, type=Conv]; -"71 QuantizeLinear_/features/denseblock1/denselayer4/conv2/Conv_output_0_1" [id=71, type=QuantizeLinear]; -"72 DequantizeLinear_/features/denseblock1/denselayer4/conv2/Conv_output_0_1" [id=72, type=DequantizeLinear]; -"73 /features/denseblock1/denselayer5/Concat" [id=73, type=Concat]; -"74 /features/denseblock1/denselayer5/norm1/BatchNormalization" [id=74, type=BatchNormalization]; -"75 /features/denseblock1/denselayer5/relu1/Relu" [id=75, type=Relu]; -"76 QuantizeLinear_/features/denseblock1/denselayer5/relu1/Relu_output_0_1" [id=76, type=QuantizeLinear]; -"77 DequantizeLinear_/features/denseblock1/denselayer5/relu1/Relu_output_0_1" [id=77, type=DequantizeLinear]; -"78 QuantizeLinear_onnx^^Conv_1175_1" [id=78, label="78 QuantizeLinear_onnx::Conv_1175_1", type=QuantizeLinear]; -"79 DequantizeLinear_onnx^^Conv_1175_1" [id=79, label="79 DequantizeLinear_onnx::Conv_1175_1", type=DequantizeLinear]; -"80 /features/denseblock1/denselayer5/conv1/Conv" [id=80, type=Conv]; -"81 /features/denseblock1/denselayer5/relu2/Relu" [id=81, type=Relu]; -"82 QuantizeLinear_/features/denseblock1/denselayer5/relu2/Relu_output_0_1" [id=82, type=QuantizeLinear]; -"83 DequantizeLinear_/features/denseblock1/denselayer5/relu2/Relu_output_0_1" [id=83, type=DequantizeLinear]; -"84 QuantizeLinear_features.denseblock1.denselayer5.conv2.weight_1" [id=84, type=QuantizeLinear]; -"85 DequantizeLinear_features.denseblock1.denselayer5.conv2.weight_1" [id=85, type=DequantizeLinear]; -"86 /features/denseblock1/denselayer5/conv2/Conv" [id=86, type=Conv]; -"87 QuantizeLinear_/features/denseblock1/denselayer5/conv2/Conv_output_0_1" [id=87, type=QuantizeLinear]; -"88 DequantizeLinear_/features/denseblock1/denselayer5/conv2/Conv_output_0_1" [id=88, type=DequantizeLinear]; -"89 /features/denseblock1/denselayer6/Concat" [id=89, type=Concat]; -"90 /features/denseblock1/denselayer6/norm1/BatchNormalization" [id=90, type=BatchNormalization]; -"91 /features/denseblock1/denselayer6/relu1/Relu" [id=91, type=Relu]; -"92 QuantizeLinear_/features/denseblock1/denselayer6/relu1/Relu_output_0_1" [id=92, type=QuantizeLinear]; -"93 DequantizeLinear_/features/denseblock1/denselayer6/relu1/Relu_output_0_1" [id=93, type=DequantizeLinear]; -"94 QuantizeLinear_onnx^^Conv_1178_1" [id=94, label="94 QuantizeLinear_onnx::Conv_1178_1", type=QuantizeLinear]; -"95 DequantizeLinear_onnx^^Conv_1178_1" [id=95, label="95 DequantizeLinear_onnx::Conv_1178_1", type=DequantizeLinear]; -"96 /features/denseblock1/denselayer6/conv1/Conv" [id=96, type=Conv]; -"97 /features/denseblock1/denselayer6/relu2/Relu" [id=97, type=Relu]; -"98 QuantizeLinear_/features/denseblock1/denselayer6/relu2/Relu_output_0_1" [id=98, type=QuantizeLinear]; -"99 DequantizeLinear_/features/denseblock1/denselayer6/relu2/Relu_output_0_1" [id=99, type=DequantizeLinear]; -"100 QuantizeLinear_features.denseblock1.denselayer6.conv2.weight_1" [id=100, type=QuantizeLinear]; -"101 DequantizeLinear_features.denseblock1.denselayer6.conv2.weight_1" [id=101, type=DequantizeLinear]; -"102 /features/denseblock1/denselayer6/conv2/Conv" [id=102, type=Conv]; -"103 QuantizeLinear_/features/denseblock1/denselayer6/conv2/Conv_output_0_1" [id=103, type=QuantizeLinear]; -"104 DequantizeLinear_/features/denseblock1/denselayer6/conv2/Conv_output_0_1" [id=104, type=DequantizeLinear]; -"105 /features/denseblock1/Concat" [id=105, type=Concat]; -"106 /features/transition1/norm/BatchNormalization" [id=106, type=BatchNormalization]; -"107 /features/transition1/relu/Relu" [id=107, type=Relu]; -"108 QuantizeLinear_/features/transition1/relu/Relu_output_0_1" [id=108, type=QuantizeLinear]; -"109 DequantizeLinear_/features/transition1/relu/Relu_output_0_1" [id=109, type=DequantizeLinear]; -"110 QuantizeLinear_features.transition1.conv.weight_1" [id=110, type=QuantizeLinear]; -"111 DequantizeLinear_features.transition1.conv.weight_1" [id=111, type=DequantizeLinear]; -"112 /features/transition1/conv/Conv" [id=112, type=Conv]; -"113 QuantizeLinear_/features/transition1/conv/Conv_output_0_1" [id=113, type=QuantizeLinear]; -"114 DequantizeLinear_/features/transition1/conv/Conv_output_0_1" [id=114, type=DequantizeLinear]; -"115 /features/transition1/pool/AveragePool" [id=115, type=AveragePool]; -"116 QuantizeLinear_/features/transition1/pool/AveragePool_output_0_1" [id=116, type=QuantizeLinear]; -"117 DequantizeLinear_/features/transition1/pool/AveragePool_output_0_1" [id=117, type=DequantizeLinear]; -"118 /features/denseblock2/denselayer1/Concat" [id=118, type=Concat]; -"119 /features/denseblock2/denselayer1/norm1/BatchNormalization" [id=119, type=BatchNormalization]; -"120 /features/denseblock2/denselayer1/relu1/Relu" [id=120, type=Relu]; -"121 QuantizeLinear_/features/denseblock2/denselayer1/relu1/Relu_output_0_1" [id=121, type=QuantizeLinear]; -"122 DequantizeLinear_/features/denseblock2/denselayer1/relu1/Relu_output_0_1" [id=122, type=DequantizeLinear]; -"123 QuantizeLinear_onnx^^Conv_1181_1" [id=123, label="123 QuantizeLinear_onnx::Conv_1181_1", type=QuantizeLinear]; -"124 DequantizeLinear_onnx^^Conv_1181_1" [id=124, label="124 DequantizeLinear_onnx::Conv_1181_1", type=DequantizeLinear]; -"125 /features/denseblock2/denselayer1/conv1/Conv" [id=125, type=Conv]; -"126 /features/denseblock2/denselayer1/relu2/Relu" [id=126, type=Relu]; -"127 QuantizeLinear_/features/denseblock2/denselayer1/relu2/Relu_output_0_1" [id=127, type=QuantizeLinear]; -"128 DequantizeLinear_/features/denseblock2/denselayer1/relu2/Relu_output_0_1" [id=128, type=DequantizeLinear]; -"129 QuantizeLinear_features.denseblock2.denselayer1.conv2.weight_1" [id=129, type=QuantizeLinear]; -"130 DequantizeLinear_features.denseblock2.denselayer1.conv2.weight_1" [id=130, type=DequantizeLinear]; -"131 /features/denseblock2/denselayer1/conv2/Conv" [id=131, type=Conv]; -"132 QuantizeLinear_/features/denseblock2/denselayer1/conv2/Conv_output_0_1" [id=132, type=QuantizeLinear]; -"133 DequantizeLinear_/features/denseblock2/denselayer1/conv2/Conv_output_0_1" [id=133, type=DequantizeLinear]; -"134 /features/denseblock2/denselayer2/Concat" [id=134, type=Concat]; -"135 /features/denseblock2/denselayer2/norm1/BatchNormalization" [id=135, type=BatchNormalization]; -"136 /features/denseblock2/denselayer2/relu1/Relu" [id=136, type=Relu]; -"137 QuantizeLinear_/features/denseblock2/denselayer2/relu1/Relu_output_0_1" [id=137, type=QuantizeLinear]; -"138 DequantizeLinear_/features/denseblock2/denselayer2/relu1/Relu_output_0_1" [id=138, type=DequantizeLinear]; -"139 QuantizeLinear_onnx^^Conv_1184_1" [id=139, label="139 QuantizeLinear_onnx::Conv_1184_1", type=QuantizeLinear]; -"140 DequantizeLinear_onnx^^Conv_1184_1" [id=140, label="140 DequantizeLinear_onnx::Conv_1184_1", type=DequantizeLinear]; -"141 /features/denseblock2/denselayer2/conv1/Conv" [id=141, type=Conv]; -"142 /features/denseblock2/denselayer2/relu2/Relu" [id=142, type=Relu]; -"143 QuantizeLinear_/features/denseblock2/denselayer2/relu2/Relu_output_0_1" [id=143, type=QuantizeLinear]; -"144 DequantizeLinear_/features/denseblock2/denselayer2/relu2/Relu_output_0_1" [id=144, type=DequantizeLinear]; -"145 QuantizeLinear_features.denseblock2.denselayer2.conv2.weight_1" [id=145, type=QuantizeLinear]; -"146 DequantizeLinear_features.denseblock2.denselayer2.conv2.weight_1" [id=146, type=DequantizeLinear]; -"147 /features/denseblock2/denselayer2/conv2/Conv" [id=147, type=Conv]; -"148 QuantizeLinear_/features/denseblock2/denselayer2/conv2/Conv_output_0_1" [id=148, type=QuantizeLinear]; -"149 DequantizeLinear_/features/denseblock2/denselayer2/conv2/Conv_output_0_1" [id=149, type=DequantizeLinear]; -"150 /features/denseblock2/denselayer3/Concat" [id=150, type=Concat]; 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type=DequantizeLinear]; -"161 QuantizeLinear_features.denseblock2.denselayer3.conv2.weight_1" [id=161, type=QuantizeLinear]; -"162 DequantizeLinear_features.denseblock2.denselayer3.conv2.weight_1" [id=162, type=DequantizeLinear]; -"163 /features/denseblock2/denselayer3/conv2/Conv" [id=163, type=Conv]; -"164 QuantizeLinear_/features/denseblock2/denselayer3/conv2/Conv_output_0_1" [id=164, type=QuantizeLinear]; -"165 DequantizeLinear_/features/denseblock2/denselayer3/conv2/Conv_output_0_1" [id=165, type=DequantizeLinear]; -"166 /features/denseblock2/denselayer4/Concat" [id=166, type=Concat]; -"167 /features/denseblock2/denselayer4/norm1/BatchNormalization" [id=167, type=BatchNormalization]; -"168 /features/denseblock2/denselayer4/relu1/Relu" [id=168, type=Relu]; -"169 QuantizeLinear_/features/denseblock2/denselayer4/relu1/Relu_output_0_1" [id=169, type=QuantizeLinear]; -"170 DequantizeLinear_/features/denseblock2/denselayer4/relu1/Relu_output_0_1" [id=170, type=DequantizeLinear]; -"171 QuantizeLinear_onnx^^Conv_1190_1" [id=171, label="171 QuantizeLinear_onnx::Conv_1190_1", type=QuantizeLinear]; -"172 DequantizeLinear_onnx^^Conv_1190_1" [id=172, label="172 DequantizeLinear_onnx::Conv_1190_1", type=DequantizeLinear]; -"173 /features/denseblock2/denselayer4/conv1/Conv" [id=173, type=Conv]; -"174 /features/denseblock2/denselayer4/relu2/Relu" [id=174, type=Relu]; -"175 QuantizeLinear_/features/denseblock2/denselayer4/relu2/Relu_output_0_1" [id=175, type=QuantizeLinear]; -"176 DequantizeLinear_/features/denseblock2/denselayer4/relu2/Relu_output_0_1" [id=176, type=DequantizeLinear]; -"177 QuantizeLinear_features.denseblock2.denselayer4.conv2.weight_1" [id=177, type=QuantizeLinear]; -"178 DequantizeLinear_features.denseblock2.denselayer4.conv2.weight_1" [id=178, type=DequantizeLinear]; -"179 /features/denseblock2/denselayer4/conv2/Conv" [id=179, type=Conv]; -"180 QuantizeLinear_/features/denseblock2/denselayer4/conv2/Conv_output_0_1" [id=180, type=QuantizeLinear]; -"181 DequantizeLinear_/features/denseblock2/denselayer4/conv2/Conv_output_0_1" [id=181, type=DequantizeLinear]; -"182 /features/denseblock2/denselayer5/Concat" [id=182, type=Concat]; -"183 /features/denseblock2/denselayer5/norm1/BatchNormalization" [id=183, type=BatchNormalization]; -"184 /features/denseblock2/denselayer5/relu1/Relu" [id=184, type=Relu]; -"185 QuantizeLinear_/features/denseblock2/denselayer5/relu1/Relu_output_0_1" [id=185, type=QuantizeLinear]; -"186 DequantizeLinear_/features/denseblock2/denselayer5/relu1/Relu_output_0_1" [id=186, type=DequantizeLinear]; -"187 QuantizeLinear_onnx^^Conv_1193_1" [id=187, label="187 QuantizeLinear_onnx::Conv_1193_1", type=QuantizeLinear]; -"188 DequantizeLinear_onnx^^Conv_1193_1" [id=188, label="188 DequantizeLinear_onnx::Conv_1193_1", type=DequantizeLinear]; -"189 /features/denseblock2/denselayer5/conv1/Conv" [id=189, type=Conv]; -"190 /features/denseblock2/denselayer5/relu2/Relu" [id=190, type=Relu]; -"191 QuantizeLinear_/features/denseblock2/denselayer5/relu2/Relu_output_0_1" [id=191, type=QuantizeLinear]; -"192 DequantizeLinear_/features/denseblock2/denselayer5/relu2/Relu_output_0_1" [id=192, type=DequantizeLinear]; -"193 QuantizeLinear_features.denseblock2.denselayer5.conv2.weight_1" [id=193, type=QuantizeLinear]; -"194 DequantizeLinear_features.denseblock2.denselayer5.conv2.weight_1" [id=194, type=DequantizeLinear]; -"195 /features/denseblock2/denselayer5/conv2/Conv" [id=195, type=Conv]; -"196 QuantizeLinear_/features/denseblock2/denselayer5/conv2/Conv_output_0_1" [id=196, type=QuantizeLinear]; -"197 DequantizeLinear_/features/denseblock2/denselayer5/conv2/Conv_output_0_1" [id=197, type=DequantizeLinear]; -"198 /features/denseblock2/denselayer6/Concat" [id=198, type=Concat]; -"199 /features/denseblock2/denselayer6/norm1/BatchNormalization" [id=199, type=BatchNormalization]; -"200 /features/denseblock2/denselayer6/relu1/Relu" [id=200, type=Relu]; -"201 QuantizeLinear_/features/denseblock2/denselayer6/relu1/Relu_output_0_1" [id=201, type=QuantizeLinear]; -"202 DequantizeLinear_/features/denseblock2/denselayer6/relu1/Relu_output_0_1" [id=202, type=DequantizeLinear]; -"203 QuantizeLinear_onnx^^Conv_1196_1" [id=203, label="203 QuantizeLinear_onnx::Conv_1196_1", type=QuantizeLinear]; -"204 DequantizeLinear_onnx^^Conv_1196_1" [id=204, label="204 DequantizeLinear_onnx::Conv_1196_1", type=DequantizeLinear]; -"205 /features/denseblock2/denselayer6/conv1/Conv" [id=205, type=Conv]; -"206 /features/denseblock2/denselayer6/relu2/Relu" [id=206, type=Relu]; -"207 QuantizeLinear_/features/denseblock2/denselayer6/relu2/Relu_output_0_1" [id=207, type=QuantizeLinear]; -"208 DequantizeLinear_/features/denseblock2/denselayer6/relu2/Relu_output_0_1" [id=208, type=DequantizeLinear]; -"209 QuantizeLinear_features.denseblock2.denselayer6.conv2.weight_1" [id=209, type=QuantizeLinear]; -"210 DequantizeLinear_features.denseblock2.denselayer6.conv2.weight_1" [id=210, type=DequantizeLinear]; -"211 /features/denseblock2/denselayer6/conv2/Conv" [id=211, type=Conv]; -"212 QuantizeLinear_/features/denseblock2/denselayer6/conv2/Conv_output_0_1" [id=212, type=QuantizeLinear]; -"213 DequantizeLinear_/features/denseblock2/denselayer6/conv2/Conv_output_0_1" [id=213, type=DequantizeLinear]; -"214 /features/denseblock2/denselayer7/Concat" [id=214, type=Concat]; -"215 /features/denseblock2/denselayer7/norm1/BatchNormalization" [id=215, type=BatchNormalization]; -"216 /features/denseblock2/denselayer7/relu1/Relu" [id=216, type=Relu]; -"217 QuantizeLinear_/features/denseblock2/denselayer7/relu1/Relu_output_0_1" [id=217, type=QuantizeLinear]; -"218 DequantizeLinear_/features/denseblock2/denselayer7/relu1/Relu_output_0_1" [id=218, type=DequantizeLinear]; -"219 QuantizeLinear_onnx^^Conv_1199_1" [id=219, label="219 QuantizeLinear_onnx::Conv_1199_1", type=QuantizeLinear]; -"220 DequantizeLinear_onnx^^Conv_1199_1" [id=220, label="220 DequantizeLinear_onnx::Conv_1199_1", type=DequantizeLinear]; -"221 /features/denseblock2/denselayer7/conv1/Conv" [id=221, type=Conv]; -"222 /features/denseblock2/denselayer7/relu2/Relu" [id=222, type=Relu]; -"223 QuantizeLinear_/features/denseblock2/denselayer7/relu2/Relu_output_0_1" [id=223, type=QuantizeLinear]; -"224 DequantizeLinear_/features/denseblock2/denselayer7/relu2/Relu_output_0_1" [id=224, type=DequantizeLinear]; -"225 QuantizeLinear_features.denseblock2.denselayer7.conv2.weight_1" [id=225, type=QuantizeLinear]; -"226 DequantizeLinear_features.denseblock2.denselayer7.conv2.weight_1" [id=226, type=DequantizeLinear]; -"227 /features/denseblock2/denselayer7/conv2/Conv" [id=227, type=Conv]; -"228 QuantizeLinear_/features/denseblock2/denselayer7/conv2/Conv_output_0_1" [id=228, type=QuantizeLinear]; -"229 DequantizeLinear_/features/denseblock2/denselayer7/conv2/Conv_output_0_1" [id=229, type=DequantizeLinear]; -"230 /features/denseblock2/denselayer8/Concat" [id=230, type=Concat]; 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type=DequantizeLinear]; -"241 QuantizeLinear_features.denseblock2.denselayer8.conv2.weight_1" [id=241, type=QuantizeLinear]; -"242 DequantizeLinear_features.denseblock2.denselayer8.conv2.weight_1" [id=242, type=DequantizeLinear]; -"243 /features/denseblock2/denselayer8/conv2/Conv" [id=243, type=Conv]; -"244 QuantizeLinear_/features/denseblock2/denselayer8/conv2/Conv_output_0_1" [id=244, type=QuantizeLinear]; -"245 DequantizeLinear_/features/denseblock2/denselayer8/conv2/Conv_output_0_1" [id=245, type=DequantizeLinear]; -"246 /features/denseblock2/denselayer9/Concat" [id=246, type=Concat]; -"247 /features/denseblock2/denselayer9/norm1/BatchNormalization" [id=247, type=BatchNormalization]; -"248 /features/denseblock2/denselayer9/relu1/Relu" [id=248, type=Relu]; -"249 QuantizeLinear_/features/denseblock2/denselayer9/relu1/Relu_output_0_1" [id=249, type=QuantizeLinear]; -"250 DequantizeLinear_/features/denseblock2/denselayer9/relu1/Relu_output_0_1" [id=250, type=DequantizeLinear]; -"251 QuantizeLinear_onnx^^Conv_1205_1" [id=251, label="251 QuantizeLinear_onnx::Conv_1205_1", type=QuantizeLinear]; -"252 DequantizeLinear_onnx^^Conv_1205_1" [id=252, label="252 DequantizeLinear_onnx::Conv_1205_1", type=DequantizeLinear]; -"253 /features/denseblock2/denselayer9/conv1/Conv" [id=253, type=Conv]; -"254 /features/denseblock2/denselayer9/relu2/Relu" [id=254, type=Relu]; -"255 QuantizeLinear_/features/denseblock2/denselayer9/relu2/Relu_output_0_1" [id=255, type=QuantizeLinear]; -"256 DequantizeLinear_/features/denseblock2/denselayer9/relu2/Relu_output_0_1" [id=256, type=DequantizeLinear]; -"257 QuantizeLinear_features.denseblock2.denselayer9.conv2.weight_1" [id=257, type=QuantizeLinear]; -"258 DequantizeLinear_features.denseblock2.denselayer9.conv2.weight_1" [id=258, type=DequantizeLinear]; -"259 /features/denseblock2/denselayer9/conv2/Conv" [id=259, type=Conv]; -"260 QuantizeLinear_/features/denseblock2/denselayer9/conv2/Conv_output_0_1" [id=260, type=QuantizeLinear]; -"261 DequantizeLinear_/features/denseblock2/denselayer9/conv2/Conv_output_0_1" [id=261, type=DequantizeLinear]; -"262 /features/denseblock2/denselayer10/Concat" [id=262, type=Concat]; -"263 /features/denseblock2/denselayer10/norm1/BatchNormalization" [id=263, type=BatchNormalization]; -"264 /features/denseblock2/denselayer10/relu1/Relu" [id=264, type=Relu]; -"265 QuantizeLinear_/features/denseblock2/denselayer10/relu1/Relu_output_0_1" [id=265, type=QuantizeLinear]; -"266 DequantizeLinear_/features/denseblock2/denselayer10/relu1/Relu_output_0_1" [id=266, type=DequantizeLinear]; -"267 QuantizeLinear_onnx^^Conv_1208_1" [id=267, label="267 QuantizeLinear_onnx::Conv_1208_1", type=QuantizeLinear]; -"268 DequantizeLinear_onnx^^Conv_1208_1" [id=268, label="268 DequantizeLinear_onnx::Conv_1208_1", type=DequantizeLinear]; -"269 /features/denseblock2/denselayer10/conv1/Conv" [id=269, type=Conv]; -"270 /features/denseblock2/denselayer10/relu2/Relu" [id=270, type=Relu]; -"271 QuantizeLinear_/features/denseblock2/denselayer10/relu2/Relu_output_0_1" [id=271, type=QuantizeLinear]; -"272 DequantizeLinear_/features/denseblock2/denselayer10/relu2/Relu_output_0_1" [id=272, type=DequantizeLinear]; -"273 QuantizeLinear_features.denseblock2.denselayer10.conv2.weight_1" [id=273, type=QuantizeLinear]; -"274 DequantizeLinear_features.denseblock2.denselayer10.conv2.weight_1" [id=274, type=DequantizeLinear]; -"275 /features/denseblock2/denselayer10/conv2/Conv" [id=275, type=Conv]; -"276 QuantizeLinear_/features/denseblock2/denselayer10/conv2/Conv_output_0_1" [id=276, type=QuantizeLinear]; -"277 DequantizeLinear_/features/denseblock2/denselayer10/conv2/Conv_output_0_1" [id=277, type=DequantizeLinear]; -"278 /features/denseblock2/denselayer11/Concat" [id=278, type=Concat]; -"279 /features/denseblock2/denselayer11/norm1/BatchNormalization" [id=279, type=BatchNormalization]; -"280 /features/denseblock2/denselayer11/relu1/Relu" [id=280, type=Relu]; -"281 QuantizeLinear_/features/denseblock2/denselayer11/relu1/Relu_output_0_1" [id=281, type=QuantizeLinear]; -"282 DequantizeLinear_/features/denseblock2/denselayer11/relu1/Relu_output_0_1" [id=282, type=DequantizeLinear]; -"283 QuantizeLinear_onnx^^Conv_1211_1" [id=283, label="283 QuantizeLinear_onnx::Conv_1211_1", type=QuantizeLinear]; -"284 DequantizeLinear_onnx^^Conv_1211_1" [id=284, label="284 DequantizeLinear_onnx::Conv_1211_1", type=DequantizeLinear]; -"285 /features/denseblock2/denselayer11/conv1/Conv" [id=285, type=Conv]; -"286 /features/denseblock2/denselayer11/relu2/Relu" [id=286, type=Relu]; -"287 QuantizeLinear_/features/denseblock2/denselayer11/relu2/Relu_output_0_1" [id=287, type=QuantizeLinear]; -"288 DequantizeLinear_/features/denseblock2/denselayer11/relu2/Relu_output_0_1" [id=288, type=DequantizeLinear]; -"289 QuantizeLinear_features.denseblock2.denselayer11.conv2.weight_1" [id=289, type=QuantizeLinear]; -"290 DequantizeLinear_features.denseblock2.denselayer11.conv2.weight_1" [id=290, type=DequantizeLinear]; -"291 /features/denseblock2/denselayer11/conv2/Conv" [id=291, type=Conv]; -"292 QuantizeLinear_/features/denseblock2/denselayer11/conv2/Conv_output_0_1" [id=292, type=QuantizeLinear]; -"293 DequantizeLinear_/features/denseblock2/denselayer11/conv2/Conv_output_0_1" [id=293, type=DequantizeLinear]; -"294 /features/denseblock2/denselayer12/Concat" [id=294, type=Concat]; -"295 /features/denseblock2/denselayer12/norm1/BatchNormalization" [id=295, type=BatchNormalization]; -"296 /features/denseblock2/denselayer12/relu1/Relu" [id=296, type=Relu]; -"297 QuantizeLinear_/features/denseblock2/denselayer12/relu1/Relu_output_0_1" [id=297, type=QuantizeLinear]; -"298 DequantizeLinear_/features/denseblock2/denselayer12/relu1/Relu_output_0_1" [id=298, type=DequantizeLinear]; -"299 QuantizeLinear_onnx^^Conv_1214_1" [id=299, label="299 QuantizeLinear_onnx::Conv_1214_1", type=QuantizeLinear]; -"300 DequantizeLinear_onnx^^Conv_1214_1" [id=300, label="300 DequantizeLinear_onnx::Conv_1214_1", type=DequantizeLinear]; -"301 /features/denseblock2/denselayer12/conv1/Conv" [id=301, type=Conv]; -"302 /features/denseblock2/denselayer12/relu2/Relu" [id=302, type=Relu]; -"303 QuantizeLinear_/features/denseblock2/denselayer12/relu2/Relu_output_0_1" [id=303, type=QuantizeLinear]; -"304 DequantizeLinear_/features/denseblock2/denselayer12/relu2/Relu_output_0_1" [id=304, type=DequantizeLinear]; -"305 QuantizeLinear_features.denseblock2.denselayer12.conv2.weight_1" [id=305, type=QuantizeLinear]; -"306 DequantizeLinear_features.denseblock2.denselayer12.conv2.weight_1" [id=306, type=DequantizeLinear]; -"307 /features/denseblock2/denselayer12/conv2/Conv" [id=307, type=Conv]; -"308 QuantizeLinear_/features/denseblock2/denselayer12/conv2/Conv_output_0_1" [id=308, type=QuantizeLinear]; -"309 DequantizeLinear_/features/denseblock2/denselayer12/conv2/Conv_output_0_1" [id=309, type=DequantizeLinear]; -"310 /features/denseblock2/Concat" [id=310, type=Concat]; -"311 /features/transition2/norm/BatchNormalization" [id=311, type=BatchNormalization]; -"312 /features/transition2/relu/Relu" [id=312, type=Relu]; -"313 QuantizeLinear_/features/transition2/relu/Relu_output_0_1" [id=313, type=QuantizeLinear]; -"314 DequantizeLinear_/features/transition2/relu/Relu_output_0_1" [id=314, type=DequantizeLinear]; -"315 QuantizeLinear_features.transition2.conv.weight_1" [id=315, type=QuantizeLinear]; -"316 DequantizeLinear_features.transition2.conv.weight_1" [id=316, type=DequantizeLinear]; -"317 /features/transition2/conv/Conv" [id=317, type=Conv]; -"318 QuantizeLinear_/features/transition2/conv/Conv_output_0_1" [id=318, type=QuantizeLinear]; -"319 DequantizeLinear_/features/transition2/conv/Conv_output_0_1" [id=319, type=DequantizeLinear]; -"320 /features/transition2/pool/AveragePool" [id=320, type=AveragePool]; -"321 QuantizeLinear_/features/transition2/pool/AveragePool_output_0_1" [id=321, type=QuantizeLinear]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" [id=322, type=DequantizeLinear]; -"323 /features/denseblock3/denselayer1/Concat" [id=323, type=Concat]; -"324 /features/denseblock3/denselayer1/norm1/BatchNormalization" [id=324, type=BatchNormalization]; -"325 /features/denseblock3/denselayer1/relu1/Relu" [id=325, type=Relu]; -"326 QuantizeLinear_/features/denseblock3/denselayer1/relu1/Relu_output_0_1" [id=326, type=QuantizeLinear]; -"327 DequantizeLinear_/features/denseblock3/denselayer1/relu1/Relu_output_0_1" [id=327, type=DequantizeLinear]; -"328 QuantizeLinear_onnx^^Conv_1217_1" [id=328, label="328 QuantizeLinear_onnx::Conv_1217_1", type=QuantizeLinear]; -"329 DequantizeLinear_onnx^^Conv_1217_1" [id=329, label="329 DequantizeLinear_onnx::Conv_1217_1", type=DequantizeLinear]; -"330 /features/denseblock3/denselayer1/conv1/Conv" [id=330, type=Conv]; -"331 /features/denseblock3/denselayer1/relu2/Relu" [id=331, type=Relu]; -"332 QuantizeLinear_/features/denseblock3/denselayer1/relu2/Relu_output_0_1" [id=332, type=QuantizeLinear]; -"333 DequantizeLinear_/features/denseblock3/denselayer1/relu2/Relu_output_0_1" [id=333, type=DequantizeLinear]; -"334 QuantizeLinear_features.denseblock3.denselayer1.conv2.weight_1" [id=334, type=QuantizeLinear]; -"335 DequantizeLinear_features.denseblock3.denselayer1.conv2.weight_1" [id=335, type=DequantizeLinear]; -"336 /features/denseblock3/denselayer1/conv2/Conv" [id=336, type=Conv]; -"337 QuantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" [id=337, type=QuantizeLinear]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" [id=338, type=DequantizeLinear]; -"339 /features/denseblock3/denselayer2/Concat" [id=339, type=Concat]; -"340 /features/denseblock3/denselayer2/norm1/BatchNormalization" [id=340, type=BatchNormalization]; -"341 /features/denseblock3/denselayer2/relu1/Relu" [id=341, type=Relu]; -"342 QuantizeLinear_/features/denseblock3/denselayer2/relu1/Relu_output_0_1" [id=342, type=QuantizeLinear]; -"343 DequantizeLinear_/features/denseblock3/denselayer2/relu1/Relu_output_0_1" [id=343, type=DequantizeLinear]; -"344 QuantizeLinear_onnx^^Conv_1220_1" [id=344, label="344 QuantizeLinear_onnx::Conv_1220_1", type=QuantizeLinear]; -"345 DequantizeLinear_onnx^^Conv_1220_1" [id=345, label="345 DequantizeLinear_onnx::Conv_1220_1", type=DequantizeLinear]; -"346 /features/denseblock3/denselayer2/conv1/Conv" [id=346, type=Conv]; -"347 /features/denseblock3/denselayer2/relu2/Relu" [id=347, type=Relu]; -"348 QuantizeLinear_/features/denseblock3/denselayer2/relu2/Relu_output_0_1" [id=348, type=QuantizeLinear]; -"349 DequantizeLinear_/features/denseblock3/denselayer2/relu2/Relu_output_0_1" [id=349, type=DequantizeLinear]; -"350 QuantizeLinear_features.denseblock3.denselayer2.conv2.weight_1" [id=350, type=QuantizeLinear]; -"351 DequantizeLinear_features.denseblock3.denselayer2.conv2.weight_1" [id=351, type=DequantizeLinear]; -"352 /features/denseblock3/denselayer2/conv2/Conv" [id=352, type=Conv]; -"353 QuantizeLinear_/features/denseblock3/denselayer2/conv2/Conv_output_0_1" [id=353, type=QuantizeLinear]; -"354 DequantizeLinear_/features/denseblock3/denselayer2/conv2/Conv_output_0_1" [id=354, type=DequantizeLinear]; -"355 /features/denseblock3/denselayer3/Concat" [id=355, type=Concat]; -"356 /features/denseblock3/denselayer3/norm1/BatchNormalization" [id=356, type=BatchNormalization]; -"357 /features/denseblock3/denselayer3/relu1/Relu" [id=357, type=Relu]; -"358 QuantizeLinear_/features/denseblock3/denselayer3/relu1/Relu_output_0_1" [id=358, type=QuantizeLinear]; -"359 DequantizeLinear_/features/denseblock3/denselayer3/relu1/Relu_output_0_1" [id=359, type=DequantizeLinear]; -"360 QuantizeLinear_onnx^^Conv_1223_1" [id=360, label="360 QuantizeLinear_onnx::Conv_1223_1", type=QuantizeLinear]; -"361 DequantizeLinear_onnx^^Conv_1223_1" [id=361, label="361 DequantizeLinear_onnx::Conv_1223_1", type=DequantizeLinear]; -"362 /features/denseblock3/denselayer3/conv1/Conv" [id=362, type=Conv]; -"363 /features/denseblock3/denselayer3/relu2/Relu" [id=363, type=Relu]; -"364 QuantizeLinear_/features/denseblock3/denselayer3/relu2/Relu_output_0_1" [id=364, type=QuantizeLinear]; -"365 DequantizeLinear_/features/denseblock3/denselayer3/relu2/Relu_output_0_1" [id=365, type=DequantizeLinear]; -"366 QuantizeLinear_features.denseblock3.denselayer3.conv2.weight_1" [id=366, type=QuantizeLinear]; -"367 DequantizeLinear_features.denseblock3.denselayer3.conv2.weight_1" [id=367, type=DequantizeLinear]; -"368 /features/denseblock3/denselayer3/conv2/Conv" [id=368, type=Conv]; -"369 QuantizeLinear_/features/denseblock3/denselayer3/conv2/Conv_output_0_1" [id=369, type=QuantizeLinear]; -"370 DequantizeLinear_/features/denseblock3/denselayer3/conv2/Conv_output_0_1" [id=370, type=DequantizeLinear]; -"371 /features/denseblock3/denselayer4/Concat" [id=371, type=Concat]; -"372 /features/denseblock3/denselayer4/norm1/BatchNormalization" [id=372, type=BatchNormalization]; -"373 /features/denseblock3/denselayer4/relu1/Relu" [id=373, type=Relu]; -"374 QuantizeLinear_/features/denseblock3/denselayer4/relu1/Relu_output_0_1" [id=374, type=QuantizeLinear]; -"375 DequantizeLinear_/features/denseblock3/denselayer4/relu1/Relu_output_0_1" [id=375, type=DequantizeLinear]; -"376 QuantizeLinear_onnx^^Conv_1226_1" [id=376, label="376 QuantizeLinear_onnx::Conv_1226_1", type=QuantizeLinear]; -"377 DequantizeLinear_onnx^^Conv_1226_1" [id=377, label="377 DequantizeLinear_onnx::Conv_1226_1", type=DequantizeLinear]; -"378 /features/denseblock3/denselayer4/conv1/Conv" [id=378, type=Conv]; -"379 /features/denseblock3/denselayer4/relu2/Relu" [id=379, type=Relu]; -"380 QuantizeLinear_/features/denseblock3/denselayer4/relu2/Relu_output_0_1" [id=380, type=QuantizeLinear]; -"381 DequantizeLinear_/features/denseblock3/denselayer4/relu2/Relu_output_0_1" [id=381, type=DequantizeLinear]; -"382 QuantizeLinear_features.denseblock3.denselayer4.conv2.weight_1" [id=382, type=QuantizeLinear]; -"383 DequantizeLinear_features.denseblock3.denselayer4.conv2.weight_1" [id=383, type=DequantizeLinear]; -"384 /features/denseblock3/denselayer4/conv2/Conv" [id=384, type=Conv]; -"385 QuantizeLinear_/features/denseblock3/denselayer4/conv2/Conv_output_0_1" [id=385, type=QuantizeLinear]; -"386 DequantizeLinear_/features/denseblock3/denselayer4/conv2/Conv_output_0_1" [id=386, type=DequantizeLinear]; -"387 /features/denseblock3/denselayer5/Concat" [id=387, type=Concat]; -"388 /features/denseblock3/denselayer5/norm1/BatchNormalization" [id=388, type=BatchNormalization]; -"389 /features/denseblock3/denselayer5/relu1/Relu" [id=389, type=Relu]; -"390 QuantizeLinear_/features/denseblock3/denselayer5/relu1/Relu_output_0_1" [id=390, type=QuantizeLinear]; -"391 DequantizeLinear_/features/denseblock3/denselayer5/relu1/Relu_output_0_1" [id=391, type=DequantizeLinear]; -"392 QuantizeLinear_onnx^^Conv_1229_1" [id=392, label="392 QuantizeLinear_onnx::Conv_1229_1", type=QuantizeLinear]; -"393 DequantizeLinear_onnx^^Conv_1229_1" [id=393, label="393 DequantizeLinear_onnx::Conv_1229_1", type=DequantizeLinear]; -"394 /features/denseblock3/denselayer5/conv1/Conv" [id=394, type=Conv]; -"395 /features/denseblock3/denselayer5/relu2/Relu" [id=395, type=Relu]; -"396 QuantizeLinear_/features/denseblock3/denselayer5/relu2/Relu_output_0_1" [id=396, type=QuantizeLinear]; -"397 DequantizeLinear_/features/denseblock3/denselayer5/relu2/Relu_output_0_1" [id=397, type=DequantizeLinear]; -"398 QuantizeLinear_features.denseblock3.denselayer5.conv2.weight_1" [id=398, type=QuantizeLinear]; -"399 DequantizeLinear_features.denseblock3.denselayer5.conv2.weight_1" [id=399, type=DequantizeLinear]; -"400 /features/denseblock3/denselayer5/conv2/Conv" [id=400, type=Conv]; -"401 QuantizeLinear_/features/denseblock3/denselayer5/conv2/Conv_output_0_1" [id=401, type=QuantizeLinear]; -"402 DequantizeLinear_/features/denseblock3/denselayer5/conv2/Conv_output_0_1" [id=402, type=DequantizeLinear]; -"403 /features/denseblock3/denselayer6/Concat" [id=403, type=Concat]; -"404 /features/denseblock3/denselayer6/norm1/BatchNormalization" [id=404, type=BatchNormalization]; -"405 /features/denseblock3/denselayer6/relu1/Relu" [id=405, type=Relu]; -"406 QuantizeLinear_/features/denseblock3/denselayer6/relu1/Relu_output_0_1" [id=406, type=QuantizeLinear]; -"407 DequantizeLinear_/features/denseblock3/denselayer6/relu1/Relu_output_0_1" [id=407, type=DequantizeLinear]; -"408 QuantizeLinear_onnx^^Conv_1232_1" [id=408, label="408 QuantizeLinear_onnx::Conv_1232_1", type=QuantizeLinear]; -"409 DequantizeLinear_onnx^^Conv_1232_1" [id=409, label="409 DequantizeLinear_onnx::Conv_1232_1", type=DequantizeLinear]; -"410 /features/denseblock3/denselayer6/conv1/Conv" [id=410, type=Conv]; -"411 /features/denseblock3/denselayer6/relu2/Relu" [id=411, type=Relu]; -"412 QuantizeLinear_/features/denseblock3/denselayer6/relu2/Relu_output_0_1" [id=412, type=QuantizeLinear]; -"413 DequantizeLinear_/features/denseblock3/denselayer6/relu2/Relu_output_0_1" [id=413, type=DequantizeLinear]; -"414 QuantizeLinear_features.denseblock3.denselayer6.conv2.weight_1" [id=414, type=QuantizeLinear]; -"415 DequantizeLinear_features.denseblock3.denselayer6.conv2.weight_1" [id=415, type=DequantizeLinear]; -"416 /features/denseblock3/denselayer6/conv2/Conv" [id=416, type=Conv]; -"417 QuantizeLinear_/features/denseblock3/denselayer6/conv2/Conv_output_0_1" [id=417, type=QuantizeLinear]; -"418 DequantizeLinear_/features/denseblock3/denselayer6/conv2/Conv_output_0_1" [id=418, type=DequantizeLinear]; -"419 /features/denseblock3/denselayer7/Concat" [id=419, type=Concat]; -"420 /features/denseblock3/denselayer7/norm1/BatchNormalization" [id=420, type=BatchNormalization]; -"421 /features/denseblock3/denselayer7/relu1/Relu" [id=421, type=Relu]; -"422 QuantizeLinear_/features/denseblock3/denselayer7/relu1/Relu_output_0_1" [id=422, type=QuantizeLinear]; -"423 DequantizeLinear_/features/denseblock3/denselayer7/relu1/Relu_output_0_1" [id=423, type=DequantizeLinear]; -"424 QuantizeLinear_onnx^^Conv_1235_1" [id=424, label="424 QuantizeLinear_onnx::Conv_1235_1", type=QuantizeLinear]; -"425 DequantizeLinear_onnx^^Conv_1235_1" [id=425, label="425 DequantizeLinear_onnx::Conv_1235_1", type=DequantizeLinear]; -"426 /features/denseblock3/denselayer7/conv1/Conv" [id=426, type=Conv]; -"427 /features/denseblock3/denselayer7/relu2/Relu" [id=427, type=Relu]; -"428 QuantizeLinear_/features/denseblock3/denselayer7/relu2/Relu_output_0_1" [id=428, type=QuantizeLinear]; -"429 DequantizeLinear_/features/denseblock3/denselayer7/relu2/Relu_output_0_1" [id=429, type=DequantizeLinear]; -"430 QuantizeLinear_features.denseblock3.denselayer7.conv2.weight_1" [id=430, type=QuantizeLinear]; -"431 DequantizeLinear_features.denseblock3.denselayer7.conv2.weight_1" [id=431, type=DequantizeLinear]; -"432 /features/denseblock3/denselayer7/conv2/Conv" [id=432, type=Conv]; -"433 QuantizeLinear_/features/denseblock3/denselayer7/conv2/Conv_output_0_1" [id=433, type=QuantizeLinear]; -"434 DequantizeLinear_/features/denseblock3/denselayer7/conv2/Conv_output_0_1" [id=434, type=DequantizeLinear]; -"435 /features/denseblock3/denselayer8/Concat" [id=435, type=Concat]; -"436 /features/denseblock3/denselayer8/norm1/BatchNormalization" [id=436, type=BatchNormalization]; -"437 /features/denseblock3/denselayer8/relu1/Relu" [id=437, type=Relu]; -"438 QuantizeLinear_/features/denseblock3/denselayer8/relu1/Relu_output_0_1" [id=438, type=QuantizeLinear]; -"439 DequantizeLinear_/features/denseblock3/denselayer8/relu1/Relu_output_0_1" [id=439, type=DequantizeLinear]; -"440 QuantizeLinear_onnx^^Conv_1238_1" [id=440, label="440 QuantizeLinear_onnx::Conv_1238_1", type=QuantizeLinear]; -"441 DequantizeLinear_onnx^^Conv_1238_1" [id=441, label="441 DequantizeLinear_onnx::Conv_1238_1", type=DequantizeLinear]; -"442 /features/denseblock3/denselayer8/conv1/Conv" [id=442, type=Conv]; -"443 /features/denseblock3/denselayer8/relu2/Relu" [id=443, type=Relu]; -"444 QuantizeLinear_/features/denseblock3/denselayer8/relu2/Relu_output_0_1" [id=444, type=QuantizeLinear]; -"445 DequantizeLinear_/features/denseblock3/denselayer8/relu2/Relu_output_0_1" [id=445, type=DequantizeLinear]; -"446 QuantizeLinear_features.denseblock3.denselayer8.conv2.weight_1" [id=446, type=QuantizeLinear]; -"447 DequantizeLinear_features.denseblock3.denselayer8.conv2.weight_1" [id=447, type=DequantizeLinear]; -"448 /features/denseblock3/denselayer8/conv2/Conv" [id=448, type=Conv]; -"449 QuantizeLinear_/features/denseblock3/denselayer8/conv2/Conv_output_0_1" [id=449, type=QuantizeLinear]; -"450 DequantizeLinear_/features/denseblock3/denselayer8/conv2/Conv_output_0_1" [id=450, type=DequantizeLinear]; -"451 /features/denseblock3/denselayer9/Concat" [id=451, type=Concat]; -"452 /features/denseblock3/denselayer9/norm1/BatchNormalization" [id=452, type=BatchNormalization]; -"453 /features/denseblock3/denselayer9/relu1/Relu" [id=453, type=Relu]; -"454 QuantizeLinear_/features/denseblock3/denselayer9/relu1/Relu_output_0_1" [id=454, type=QuantizeLinear]; -"455 DequantizeLinear_/features/denseblock3/denselayer9/relu1/Relu_output_0_1" [id=455, type=DequantizeLinear]; -"456 QuantizeLinear_onnx^^Conv_1241_1" [id=456, label="456 QuantizeLinear_onnx::Conv_1241_1", type=QuantizeLinear]; -"457 DequantizeLinear_onnx^^Conv_1241_1" [id=457, label="457 DequantizeLinear_onnx::Conv_1241_1", type=DequantizeLinear]; -"458 /features/denseblock3/denselayer9/conv1/Conv" [id=458, type=Conv]; -"459 /features/denseblock3/denselayer9/relu2/Relu" [id=459, type=Relu]; -"460 QuantizeLinear_/features/denseblock3/denselayer9/relu2/Relu_output_0_1" [id=460, type=QuantizeLinear]; -"461 DequantizeLinear_/features/denseblock3/denselayer9/relu2/Relu_output_0_1" [id=461, type=DequantizeLinear]; -"462 QuantizeLinear_features.denseblock3.denselayer9.conv2.weight_1" [id=462, type=QuantizeLinear]; -"463 DequantizeLinear_features.denseblock3.denselayer9.conv2.weight_1" [id=463, type=DequantizeLinear]; -"464 /features/denseblock3/denselayer9/conv2/Conv" [id=464, type=Conv]; -"465 QuantizeLinear_/features/denseblock3/denselayer9/conv2/Conv_output_0_1" [id=465, type=QuantizeLinear]; -"466 DequantizeLinear_/features/denseblock3/denselayer9/conv2/Conv_output_0_1" [id=466, type=DequantizeLinear]; -"467 /features/denseblock3/denselayer10/Concat" [id=467, type=Concat]; -"468 /features/denseblock3/denselayer10/norm1/BatchNormalization" [id=468, type=BatchNormalization]; -"469 /features/denseblock3/denselayer10/relu1/Relu" [id=469, type=Relu]; -"470 QuantizeLinear_/features/denseblock3/denselayer10/relu1/Relu_output_0_1" [id=470, type=QuantizeLinear]; -"471 DequantizeLinear_/features/denseblock3/denselayer10/relu1/Relu_output_0_1" [id=471, type=DequantizeLinear]; 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type=QuantizeLinear]; -"482 DequantizeLinear_/features/denseblock3/denselayer10/conv2/Conv_output_0_1" [id=482, type=DequantizeLinear]; -"483 /features/denseblock3/denselayer11/Concat" [id=483, type=Concat]; -"484 /features/denseblock3/denselayer11/norm1/BatchNormalization" [id=484, type=BatchNormalization]; -"485 /features/denseblock3/denselayer11/relu1/Relu" [id=485, type=Relu]; -"486 QuantizeLinear_/features/denseblock3/denselayer11/relu1/Relu_output_0_1" [id=486, type=QuantizeLinear]; -"487 DequantizeLinear_/features/denseblock3/denselayer11/relu1/Relu_output_0_1" [id=487, type=DequantizeLinear]; -"488 QuantizeLinear_onnx^^Conv_1247_1" [id=488, label="488 QuantizeLinear_onnx::Conv_1247_1", type=QuantizeLinear]; -"489 DequantizeLinear_onnx^^Conv_1247_1" [id=489, label="489 DequantizeLinear_onnx::Conv_1247_1", type=DequantizeLinear]; -"490 /features/denseblock3/denselayer11/conv1/Conv" [id=490, type=Conv]; -"491 /features/denseblock3/denselayer11/relu2/Relu" [id=491, type=Relu]; 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QuantizeLinear_/features/denseblock3/denselayer12/relu1/Relu_output_0_1" [id=502, type=QuantizeLinear]; -"503 DequantizeLinear_/features/denseblock3/denselayer12/relu1/Relu_output_0_1" [id=503, type=DequantizeLinear]; -"504 QuantizeLinear_onnx^^Conv_1250_1" [id=504, label="504 QuantizeLinear_onnx::Conv_1250_1", type=QuantizeLinear]; -"505 DequantizeLinear_onnx^^Conv_1250_1" [id=505, label="505 DequantizeLinear_onnx::Conv_1250_1", type=DequantizeLinear]; -"506 /features/denseblock3/denselayer12/conv1/Conv" [id=506, type=Conv]; -"507 /features/denseblock3/denselayer12/relu2/Relu" [id=507, type=Relu]; -"508 QuantizeLinear_/features/denseblock3/denselayer12/relu2/Relu_output_0_1" [id=508, type=QuantizeLinear]; -"509 DequantizeLinear_/features/denseblock3/denselayer12/relu2/Relu_output_0_1" [id=509, type=DequantizeLinear]; -"510 QuantizeLinear_features.denseblock3.denselayer12.conv2.weight_1" [id=510, type=QuantizeLinear]; -"511 DequantizeLinear_features.denseblock3.denselayer12.conv2.weight_1" [id=511, type=DequantizeLinear]; -"512 /features/denseblock3/denselayer12/conv2/Conv" [id=512, type=Conv]; -"513 QuantizeLinear_/features/denseblock3/denselayer12/conv2/Conv_output_0_1" [id=513, type=QuantizeLinear]; -"514 DequantizeLinear_/features/denseblock3/denselayer12/conv2/Conv_output_0_1" [id=514, type=DequantizeLinear]; -"515 /features/denseblock3/denselayer13/Concat" [id=515, type=Concat]; -"516 /features/denseblock3/denselayer13/norm1/BatchNormalization" [id=516, type=BatchNormalization]; -"517 /features/denseblock3/denselayer13/relu1/Relu" [id=517, type=Relu]; -"518 QuantizeLinear_/features/denseblock3/denselayer13/relu1/Relu_output_0_1" [id=518, type=QuantizeLinear]; -"519 DequantizeLinear_/features/denseblock3/denselayer13/relu1/Relu_output_0_1" [id=519, type=DequantizeLinear]; -"520 QuantizeLinear_onnx^^Conv_1253_1" [id=520, label="520 QuantizeLinear_onnx::Conv_1253_1", type=QuantizeLinear]; -"521 DequantizeLinear_onnx^^Conv_1253_1" [id=521, label="521 DequantizeLinear_onnx::Conv_1253_1", type=DequantizeLinear]; -"522 /features/denseblock3/denselayer13/conv1/Conv" [id=522, type=Conv]; -"523 /features/denseblock3/denselayer13/relu2/Relu" [id=523, type=Relu]; -"524 QuantizeLinear_/features/denseblock3/denselayer13/relu2/Relu_output_0_1" [id=524, type=QuantizeLinear]; -"525 DequantizeLinear_/features/denseblock3/denselayer13/relu2/Relu_output_0_1" [id=525, type=DequantizeLinear]; -"526 QuantizeLinear_features.denseblock3.denselayer13.conv2.weight_1" [id=526, type=QuantizeLinear]; -"527 DequantizeLinear_features.denseblock3.denselayer13.conv2.weight_1" [id=527, type=DequantizeLinear]; -"528 /features/denseblock3/denselayer13/conv2/Conv" [id=528, type=Conv]; -"529 QuantizeLinear_/features/denseblock3/denselayer13/conv2/Conv_output_0_1" [id=529, type=QuantizeLinear]; -"530 DequantizeLinear_/features/denseblock3/denselayer13/conv2/Conv_output_0_1" [id=530, type=DequantizeLinear]; -"531 /features/denseblock3/denselayer14/Concat" [id=531, type=Concat]; -"532 /features/denseblock3/denselayer14/norm1/BatchNormalization" [id=532, type=BatchNormalization]; -"533 /features/denseblock3/denselayer14/relu1/Relu" [id=533, type=Relu]; -"534 QuantizeLinear_/features/denseblock3/denselayer14/relu1/Relu_output_0_1" [id=534, type=QuantizeLinear]; -"535 DequantizeLinear_/features/denseblock3/denselayer14/relu1/Relu_output_0_1" [id=535, type=DequantizeLinear]; -"536 QuantizeLinear_onnx^^Conv_1256_1" [id=536, label="536 QuantizeLinear_onnx::Conv_1256_1", type=QuantizeLinear]; -"537 DequantizeLinear_onnx^^Conv_1256_1" [id=537, label="537 DequantizeLinear_onnx::Conv_1256_1", type=DequantizeLinear]; -"538 /features/denseblock3/denselayer14/conv1/Conv" [id=538, type=Conv]; -"539 /features/denseblock3/denselayer14/relu2/Relu" [id=539, type=Relu]; -"540 QuantizeLinear_/features/denseblock3/denselayer14/relu2/Relu_output_0_1" [id=540, type=QuantizeLinear]; -"541 DequantizeLinear_/features/denseblock3/denselayer14/relu2/Relu_output_0_1" [id=541, type=DequantizeLinear]; -"542 QuantizeLinear_features.denseblock3.denselayer14.conv2.weight_1" [id=542, type=QuantizeLinear]; -"543 DequantizeLinear_features.denseblock3.denselayer14.conv2.weight_1" [id=543, type=DequantizeLinear]; -"544 /features/denseblock3/denselayer14/conv2/Conv" [id=544, type=Conv]; -"545 QuantizeLinear_/features/denseblock3/denselayer14/conv2/Conv_output_0_1" [id=545, type=QuantizeLinear]; -"546 DequantizeLinear_/features/denseblock3/denselayer14/conv2/Conv_output_0_1" [id=546, type=DequantizeLinear]; -"547 /features/denseblock3/denselayer15/Concat" [id=547, type=Concat]; -"548 /features/denseblock3/denselayer15/norm1/BatchNormalization" [id=548, type=BatchNormalization]; -"549 /features/denseblock3/denselayer15/relu1/Relu" [id=549, type=Relu]; -"550 QuantizeLinear_/features/denseblock3/denselayer15/relu1/Relu_output_0_1" [id=550, type=QuantizeLinear]; -"551 DequantizeLinear_/features/denseblock3/denselayer15/relu1/Relu_output_0_1" [id=551, type=DequantizeLinear]; -"552 QuantizeLinear_onnx^^Conv_1259_1" [id=552, label="552 QuantizeLinear_onnx::Conv_1259_1", type=QuantizeLinear]; -"553 DequantizeLinear_onnx^^Conv_1259_1" [id=553, label="553 DequantizeLinear_onnx::Conv_1259_1", type=DequantizeLinear]; -"554 /features/denseblock3/denselayer15/conv1/Conv" [id=554, type=Conv]; -"555 /features/denseblock3/denselayer15/relu2/Relu" [id=555, type=Relu]; -"556 QuantizeLinear_/features/denseblock3/denselayer15/relu2/Relu_output_0_1" [id=556, type=QuantizeLinear]; -"557 DequantizeLinear_/features/denseblock3/denselayer15/relu2/Relu_output_0_1" [id=557, type=DequantizeLinear]; -"558 QuantizeLinear_features.denseblock3.denselayer15.conv2.weight_1" [id=558, type=QuantizeLinear]; -"559 DequantizeLinear_features.denseblock3.denselayer15.conv2.weight_1" [id=559, type=DequantizeLinear]; -"560 /features/denseblock3/denselayer15/conv2/Conv" [id=560, type=Conv]; -"561 QuantizeLinear_/features/denseblock3/denselayer15/conv2/Conv_output_0_1" [id=561, type=QuantizeLinear]; -"562 DequantizeLinear_/features/denseblock3/denselayer15/conv2/Conv_output_0_1" [id=562, type=DequantizeLinear]; -"563 /features/denseblock3/denselayer16/Concat" [id=563, type=Concat]; -"564 /features/denseblock3/denselayer16/norm1/BatchNormalization" [id=564, type=BatchNormalization]; -"565 /features/denseblock3/denselayer16/relu1/Relu" [id=565, type=Relu]; -"566 QuantizeLinear_/features/denseblock3/denselayer16/relu1/Relu_output_0_1" [id=566, type=QuantizeLinear]; -"567 DequantizeLinear_/features/denseblock3/denselayer16/relu1/Relu_output_0_1" [id=567, type=DequantizeLinear]; -"568 QuantizeLinear_onnx^^Conv_1262_1" [id=568, label="568 QuantizeLinear_onnx::Conv_1262_1", type=QuantizeLinear]; -"569 DequantizeLinear_onnx^^Conv_1262_1" [id=569, label="569 DequantizeLinear_onnx::Conv_1262_1", type=DequantizeLinear]; -"570 /features/denseblock3/denselayer16/conv1/Conv" [id=570, type=Conv]; -"571 /features/denseblock3/denselayer16/relu2/Relu" [id=571, type=Relu]; -"572 QuantizeLinear_/features/denseblock3/denselayer16/relu2/Relu_output_0_1" [id=572, type=QuantizeLinear]; -"573 DequantizeLinear_/features/denseblock3/denselayer16/relu2/Relu_output_0_1" [id=573, type=DequantizeLinear]; -"574 QuantizeLinear_features.denseblock3.denselayer16.conv2.weight_1" [id=574, type=QuantizeLinear]; -"575 DequantizeLinear_features.denseblock3.denselayer16.conv2.weight_1" [id=575, type=DequantizeLinear]; -"576 /features/denseblock3/denselayer16/conv2/Conv" [id=576, type=Conv]; -"577 QuantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" [id=577, type=QuantizeLinear]; -"578 DequantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" [id=578, type=DequantizeLinear]; -"579 /features/denseblock3/denselayer17/Concat" [id=579, type=Concat]; -"580 /features/denseblock3/denselayer17/norm1/BatchNormalization" [id=580, type=BatchNormalization]; 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type=QuantizeLinear]; -"591 DequantizeLinear_features.denseblock3.denselayer17.conv2.weight_1" [id=591, type=DequantizeLinear]; -"592 /features/denseblock3/denselayer17/conv2/Conv" [id=592, type=Conv]; -"593 QuantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" [id=593, type=QuantizeLinear]; -"594 DequantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" [id=594, type=DequantizeLinear]; -"595 /features/denseblock3/denselayer18/Concat" [id=595, type=Concat]; -"596 /features/denseblock3/denselayer18/norm1/BatchNormalization" [id=596, type=BatchNormalization]; -"597 /features/denseblock3/denselayer18/relu1/Relu" [id=597, type=Relu]; -"598 QuantizeLinear_/features/denseblock3/denselayer18/relu1/Relu_output_0_1" [id=598, type=QuantizeLinear]; -"599 DequantizeLinear_/features/denseblock3/denselayer18/relu1/Relu_output_0_1" [id=599, type=DequantizeLinear]; -"600 QuantizeLinear_onnx^^Conv_1268_1" [id=600, label="600 QuantizeLinear_onnx::Conv_1268_1", type=QuantizeLinear]; -"601 DequantizeLinear_onnx^^Conv_1268_1" [id=601, label="601 DequantizeLinear_onnx::Conv_1268_1", type=DequantizeLinear]; -"602 /features/denseblock3/denselayer18/conv1/Conv" [id=602, type=Conv]; -"603 /features/denseblock3/denselayer18/relu2/Relu" [id=603, type=Relu]; -"604 QuantizeLinear_/features/denseblock3/denselayer18/relu2/Relu_output_0_1" [id=604, type=QuantizeLinear]; -"605 DequantizeLinear_/features/denseblock3/denselayer18/relu2/Relu_output_0_1" [id=605, type=DequantizeLinear]; -"606 QuantizeLinear_features.denseblock3.denselayer18.conv2.weight_1" [id=606, type=QuantizeLinear]; -"607 DequantizeLinear_features.denseblock3.denselayer18.conv2.weight_1" [id=607, type=DequantizeLinear]; -"608 /features/denseblock3/denselayer18/conv2/Conv" [id=608, type=Conv]; -"609 QuantizeLinear_/features/denseblock3/denselayer18/conv2/Conv_output_0_1" [id=609, type=QuantizeLinear]; -"610 DequantizeLinear_/features/denseblock3/denselayer18/conv2/Conv_output_0_1" [id=610, type=DequantizeLinear]; -"611 /features/denseblock3/denselayer19/Concat" [id=611, type=Concat]; -"612 /features/denseblock3/denselayer19/norm1/BatchNormalization" [id=612, type=BatchNormalization]; -"613 /features/denseblock3/denselayer19/relu1/Relu" [id=613, type=Relu]; -"614 QuantizeLinear_/features/denseblock3/denselayer19/relu1/Relu_output_0_1" [id=614, type=QuantizeLinear]; -"615 DequantizeLinear_/features/denseblock3/denselayer19/relu1/Relu_output_0_1" [id=615, type=DequantizeLinear]; -"616 QuantizeLinear_onnx^^Conv_1271_1" [id=616, label="616 QuantizeLinear_onnx::Conv_1271_1", type=QuantizeLinear]; -"617 DequantizeLinear_onnx^^Conv_1271_1" [id=617, label="617 DequantizeLinear_onnx::Conv_1271_1", type=DequantizeLinear]; -"618 /features/denseblock3/denselayer19/conv1/Conv" [id=618, type=Conv]; -"619 /features/denseblock3/denselayer19/relu2/Relu" [id=619, type=Relu]; -"620 QuantizeLinear_/features/denseblock3/denselayer19/relu2/Relu_output_0_1" [id=620, type=QuantizeLinear]; -"621 DequantizeLinear_/features/denseblock3/denselayer19/relu2/Relu_output_0_1" [id=621, type=DequantizeLinear]; -"622 QuantizeLinear_features.denseblock3.denselayer19.conv2.weight_1" [id=622, type=QuantizeLinear]; -"623 DequantizeLinear_features.denseblock3.denselayer19.conv2.weight_1" [id=623, type=DequantizeLinear]; -"624 /features/denseblock3/denselayer19/conv2/Conv" [id=624, type=Conv]; -"625 QuantizeLinear_/features/denseblock3/denselayer19/conv2/Conv_output_0_1" [id=625, type=QuantizeLinear]; -"626 DequantizeLinear_/features/denseblock3/denselayer19/conv2/Conv_output_0_1" [id=626, type=DequantizeLinear]; -"627 /features/denseblock3/denselayer20/Concat" [id=627, type=Concat]; -"628 /features/denseblock3/denselayer20/norm1/BatchNormalization" [id=628, type=BatchNormalization]; -"629 /features/denseblock3/denselayer20/relu1/Relu" [id=629, type=Relu]; -"630 QuantizeLinear_/features/denseblock3/denselayer20/relu1/Relu_output_0_1" [id=630, type=QuantizeLinear]; -"631 DequantizeLinear_/features/denseblock3/denselayer20/relu1/Relu_output_0_1" [id=631, type=DequantizeLinear]; -"632 QuantizeLinear_onnx^^Conv_1274_1" [id=632, label="632 QuantizeLinear_onnx::Conv_1274_1", type=QuantizeLinear]; -"633 DequantizeLinear_onnx^^Conv_1274_1" [id=633, label="633 DequantizeLinear_onnx::Conv_1274_1", type=DequantizeLinear]; -"634 /features/denseblock3/denselayer20/conv1/Conv" [id=634, type=Conv]; -"635 /features/denseblock3/denselayer20/relu2/Relu" [id=635, type=Relu]; -"636 QuantizeLinear_/features/denseblock3/denselayer20/relu2/Relu_output_0_1" [id=636, type=QuantizeLinear]; -"637 DequantizeLinear_/features/denseblock3/denselayer20/relu2/Relu_output_0_1" [id=637, type=DequantizeLinear]; -"638 QuantizeLinear_features.denseblock3.denselayer20.conv2.weight_1" [id=638, type=QuantizeLinear]; -"639 DequantizeLinear_features.denseblock3.denselayer20.conv2.weight_1" [id=639, type=DequantizeLinear]; -"640 /features/denseblock3/denselayer20/conv2/Conv" [id=640, type=Conv]; -"641 QuantizeLinear_/features/denseblock3/denselayer20/conv2/Conv_output_0_1" [id=641, type=QuantizeLinear]; -"642 DequantizeLinear_/features/denseblock3/denselayer20/conv2/Conv_output_0_1" [id=642, type=DequantizeLinear]; -"643 /features/denseblock3/denselayer21/Concat" [id=643, type=Concat]; -"644 /features/denseblock3/denselayer21/norm1/BatchNormalization" [id=644, type=BatchNormalization]; -"645 /features/denseblock3/denselayer21/relu1/Relu" [id=645, type=Relu]; -"646 QuantizeLinear_/features/denseblock3/denselayer21/relu1/Relu_output_0_1" [id=646, type=QuantizeLinear]; -"647 DequantizeLinear_/features/denseblock3/denselayer21/relu1/Relu_output_0_1" [id=647, type=DequantizeLinear]; -"648 QuantizeLinear_onnx^^Conv_1277_1" [id=648, label="648 QuantizeLinear_onnx::Conv_1277_1", type=QuantizeLinear]; -"649 DequantizeLinear_onnx^^Conv_1277_1" [id=649, label="649 DequantizeLinear_onnx::Conv_1277_1", type=DequantizeLinear]; -"650 /features/denseblock3/denselayer21/conv1/Conv" [id=650, type=Conv]; -"651 /features/denseblock3/denselayer21/relu2/Relu" [id=651, type=Relu]; -"652 QuantizeLinear_/features/denseblock3/denselayer21/relu2/Relu_output_0_1" [id=652, type=QuantizeLinear]; -"653 DequantizeLinear_/features/denseblock3/denselayer21/relu2/Relu_output_0_1" [id=653, type=DequantizeLinear]; -"654 QuantizeLinear_features.denseblock3.denselayer21.conv2.weight_1" [id=654, type=QuantizeLinear]; -"655 DequantizeLinear_features.denseblock3.denselayer21.conv2.weight_1" [id=655, type=DequantizeLinear]; -"656 /features/denseblock3/denselayer21/conv2/Conv" [id=656, type=Conv]; -"657 QuantizeLinear_/features/denseblock3/denselayer21/conv2/Conv_output_0_1" [id=657, type=QuantizeLinear]; -"658 DequantizeLinear_/features/denseblock3/denselayer21/conv2/Conv_output_0_1" [id=658, type=DequantizeLinear]; -"659 /features/denseblock3/denselayer22/Concat" [id=659, type=Concat]; -"660 /features/denseblock3/denselayer22/norm1/BatchNormalization" [id=660, type=BatchNormalization]; 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type=QuantizeLinear]; -"671 DequantizeLinear_features.denseblock3.denselayer22.conv2.weight_1" [id=671, type=DequantizeLinear]; -"672 /features/denseblock3/denselayer22/conv2/Conv" [id=672, type=Conv]; -"673 QuantizeLinear_/features/denseblock3/denselayer22/conv2/Conv_output_0_1" [id=673, type=QuantizeLinear]; -"674 DequantizeLinear_/features/denseblock3/denselayer22/conv2/Conv_output_0_1" [id=674, type=DequantizeLinear]; -"675 /features/denseblock3/denselayer23/Concat" [id=675, type=Concat]; -"676 /features/denseblock3/denselayer23/norm1/BatchNormalization" [id=676, type=BatchNormalization]; -"677 /features/denseblock3/denselayer23/relu1/Relu" [id=677, type=Relu]; -"678 QuantizeLinear_/features/denseblock3/denselayer23/relu1/Relu_output_0_1" [id=678, type=QuantizeLinear]; -"679 DequantizeLinear_/features/denseblock3/denselayer23/relu1/Relu_output_0_1" [id=679, type=DequantizeLinear]; -"680 QuantizeLinear_onnx^^Conv_1283_1" [id=680, label="680 QuantizeLinear_onnx::Conv_1283_1", type=QuantizeLinear]; -"681 DequantizeLinear_onnx^^Conv_1283_1" [id=681, label="681 DequantizeLinear_onnx::Conv_1283_1", type=DequantizeLinear]; -"682 /features/denseblock3/denselayer23/conv1/Conv" [id=682, type=Conv]; -"683 /features/denseblock3/denselayer23/relu2/Relu" [id=683, type=Relu]; -"684 QuantizeLinear_/features/denseblock3/denselayer23/relu2/Relu_output_0_1" [id=684, type=QuantizeLinear]; -"685 DequantizeLinear_/features/denseblock3/denselayer23/relu2/Relu_output_0_1" [id=685, type=DequantizeLinear]; -"686 QuantizeLinear_features.denseblock3.denselayer23.conv2.weight_1" [id=686, type=QuantizeLinear]; -"687 DequantizeLinear_features.denseblock3.denselayer23.conv2.weight_1" [id=687, type=DequantizeLinear]; -"688 /features/denseblock3/denselayer23/conv2/Conv" [id=688, type=Conv]; -"689 QuantizeLinear_/features/denseblock3/denselayer23/conv2/Conv_output_0_1" [id=689, type=QuantizeLinear]; -"690 DequantizeLinear_/features/denseblock3/denselayer23/conv2/Conv_output_0_1" [id=690, type=DequantizeLinear]; -"691 /features/denseblock3/denselayer24/Concat" [id=691, type=Concat]; -"692 /features/denseblock3/denselayer24/norm1/BatchNormalization" [id=692, type=BatchNormalization]; -"693 /features/denseblock3/denselayer24/relu1/Relu" [id=693, type=Relu]; -"694 QuantizeLinear_/features/denseblock3/denselayer24/relu1/Relu_output_0_1" [id=694, type=QuantizeLinear]; -"695 DequantizeLinear_/features/denseblock3/denselayer24/relu1/Relu_output_0_1" [id=695, type=DequantizeLinear]; -"696 QuantizeLinear_onnx^^Conv_1286_1" [id=696, label="696 QuantizeLinear_onnx::Conv_1286_1", type=QuantizeLinear]; -"697 DequantizeLinear_onnx^^Conv_1286_1" [id=697, label="697 DequantizeLinear_onnx::Conv_1286_1", type=DequantizeLinear]; -"698 /features/denseblock3/denselayer24/conv1/Conv" [id=698, type=Conv]; -"699 /features/denseblock3/denselayer24/relu2/Relu" [id=699, type=Relu]; -"700 QuantizeLinear_/features/denseblock3/denselayer24/relu2/Relu_output_0_1" [id=700, type=QuantizeLinear]; -"701 DequantizeLinear_/features/denseblock3/denselayer24/relu2/Relu_output_0_1" [id=701, type=DequantizeLinear]; -"702 QuantizeLinear_features.denseblock3.denselayer24.conv2.weight_1" [id=702, type=QuantizeLinear]; -"703 DequantizeLinear_features.denseblock3.denselayer24.conv2.weight_1" [id=703, type=DequantizeLinear]; -"704 /features/denseblock3/denselayer24/conv2/Conv" [id=704, type=Conv]; -"705 QuantizeLinear_/features/denseblock3/denselayer24/conv2/Conv_output_0_1" [id=705, type=QuantizeLinear]; -"706 DequantizeLinear_/features/denseblock3/denselayer24/conv2/Conv_output_0_1" [id=706, type=DequantizeLinear]; -"707 /features/denseblock3/Concat" [id=707, type=Concat]; -"708 /features/transition3/norm/BatchNormalization" [id=708, type=BatchNormalization]; -"709 /features/transition3/relu/Relu" [id=709, type=Relu]; -"710 QuantizeLinear_/features/transition3/relu/Relu_output_0_1" [id=710, type=QuantizeLinear]; -"711 DequantizeLinear_/features/transition3/relu/Relu_output_0_1" [id=711, type=DequantizeLinear]; -"712 QuantizeLinear_features.transition3.conv.weight_1" [id=712, type=QuantizeLinear]; -"713 DequantizeLinear_features.transition3.conv.weight_1" [id=713, type=DequantizeLinear]; -"714 /features/transition3/conv/Conv" [id=714, type=Conv]; -"715 QuantizeLinear_/features/transition3/conv/Conv_output_0_1" [id=715, type=QuantizeLinear]; -"716 DequantizeLinear_/features/transition3/conv/Conv_output_0_1" [id=716, type=DequantizeLinear]; -"717 /features/transition3/pool/AveragePool" [id=717, type=AveragePool]; -"718 QuantizeLinear_/features/transition3/pool/AveragePool_output_0_1" [id=718, type=QuantizeLinear]; -"719 DequantizeLinear_/features/transition3/pool/AveragePool_output_0_1" [id=719, type=DequantizeLinear]; -"720 /features/denseblock4/denselayer1/Concat" [id=720, type=Concat]; -"721 /features/denseblock4/denselayer1/norm1/BatchNormalization" [id=721, type=BatchNormalization]; -"722 /features/denseblock4/denselayer1/relu1/Relu" [id=722, type=Relu]; -"723 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[id=732, type=DequantizeLinear]; -"733 /features/denseblock4/denselayer1/conv2/Conv" [id=733, type=Conv]; -"734 QuantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" [id=734, type=QuantizeLinear]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" [id=735, type=DequantizeLinear]; -"736 /features/denseblock4/denselayer2/Concat" [id=736, type=Concat]; -"737 /features/denseblock4/denselayer2/norm1/BatchNormalization" [id=737, type=BatchNormalization]; -"738 /features/denseblock4/denselayer2/relu1/Relu" [id=738, type=Relu]; -"739 QuantizeLinear_/features/denseblock4/denselayer2/relu1/Relu_output_0_1" [id=739, type=QuantizeLinear]; -"740 DequantizeLinear_/features/denseblock4/denselayer2/relu1/Relu_output_0_1" [id=740, type=DequantizeLinear]; -"741 QuantizeLinear_onnx^^Conv_1292_1" [id=741, label="741 QuantizeLinear_onnx::Conv_1292_1", type=QuantizeLinear]; -"742 DequantizeLinear_onnx^^Conv_1292_1" [id=742, label="742 DequantizeLinear_onnx::Conv_1292_1", type=DequantizeLinear]; -"743 /features/denseblock4/denselayer2/conv1/Conv" [id=743, type=Conv]; -"744 /features/denseblock4/denselayer2/relu2/Relu" [id=744, type=Relu]; -"745 QuantizeLinear_/features/denseblock4/denselayer2/relu2/Relu_output_0_1" [id=745, type=QuantizeLinear]; -"746 DequantizeLinear_/features/denseblock4/denselayer2/relu2/Relu_output_0_1" [id=746, type=DequantizeLinear]; -"747 QuantizeLinear_features.denseblock4.denselayer2.conv2.weight_1" [id=747, type=QuantizeLinear]; -"748 DequantizeLinear_features.denseblock4.denselayer2.conv2.weight_1" [id=748, type=DequantizeLinear]; -"749 /features/denseblock4/denselayer2/conv2/Conv" [id=749, type=Conv]; -"750 QuantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" [id=750, type=QuantizeLinear]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" [id=751, type=DequantizeLinear]; -"752 /features/denseblock4/denselayer3/Concat" [id=752, type=Concat]; 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type=DequantizeLinear]; -"763 QuantizeLinear_features.denseblock4.denselayer3.conv2.weight_1" [id=763, type=QuantizeLinear]; -"764 DequantizeLinear_features.denseblock4.denselayer3.conv2.weight_1" [id=764, type=DequantizeLinear]; -"765 /features/denseblock4/denselayer3/conv2/Conv" [id=765, type=Conv]; -"766 QuantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" [id=766, type=QuantizeLinear]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" [id=767, type=DequantizeLinear]; -"768 /features/denseblock4/denselayer4/Concat" [id=768, type=Concat]; -"769 /features/denseblock4/denselayer4/norm1/BatchNormalization" [id=769, type=BatchNormalization]; -"770 /features/denseblock4/denselayer4/relu1/Relu" [id=770, type=Relu]; -"771 QuantizeLinear_/features/denseblock4/denselayer4/relu1/Relu_output_0_1" [id=771, type=QuantizeLinear]; -"772 DequantizeLinear_/features/denseblock4/denselayer4/relu1/Relu_output_0_1" [id=772, type=DequantizeLinear]; -"773 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DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" [id=783, type=DequantizeLinear]; -"784 /features/denseblock4/denselayer5/Concat" [id=784, type=Concat]; -"785 /features/denseblock4/denselayer5/norm1/BatchNormalization" [id=785, type=BatchNormalization]; -"786 /features/denseblock4/denselayer5/relu1/Relu" [id=786, type=Relu]; -"787 QuantizeLinear_/features/denseblock4/denselayer5/relu1/Relu_output_0_1" [id=787, type=QuantizeLinear]; -"788 DequantizeLinear_/features/denseblock4/denselayer5/relu1/Relu_output_0_1" [id=788, type=DequantizeLinear]; -"789 QuantizeLinear_onnx^^Conv_1301_1" [id=789, label="789 QuantizeLinear_onnx::Conv_1301_1", type=QuantizeLinear]; -"790 DequantizeLinear_onnx^^Conv_1301_1" [id=790, label="790 DequantizeLinear_onnx::Conv_1301_1", type=DequantizeLinear]; -"791 /features/denseblock4/denselayer5/conv1/Conv" [id=791, type=Conv]; -"792 /features/denseblock4/denselayer5/relu2/Relu" [id=792, type=Relu]; -"793 QuantizeLinear_/features/denseblock4/denselayer5/relu2/Relu_output_0_1" [id=793, type=QuantizeLinear]; -"794 DequantizeLinear_/features/denseblock4/denselayer5/relu2/Relu_output_0_1" [id=794, type=DequantizeLinear]; -"795 QuantizeLinear_features.denseblock4.denselayer5.conv2.weight_1" [id=795, type=QuantizeLinear]; -"796 DequantizeLinear_features.denseblock4.denselayer5.conv2.weight_1" [id=796, type=DequantizeLinear]; -"797 /features/denseblock4/denselayer5/conv2/Conv" [id=797, type=Conv]; -"798 QuantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" [id=798, type=QuantizeLinear]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" [id=799, type=DequantizeLinear]; -"800 /features/denseblock4/denselayer6/Concat" [id=800, type=Concat]; -"801 /features/denseblock4/denselayer6/norm1/BatchNormalization" [id=801, type=BatchNormalization]; -"802 /features/denseblock4/denselayer6/relu1/Relu" [id=802, type=Relu]; -"803 QuantizeLinear_/features/denseblock4/denselayer6/relu1/Relu_output_0_1" [id=803, type=QuantizeLinear]; -"804 DequantizeLinear_/features/denseblock4/denselayer6/relu1/Relu_output_0_1" [id=804, type=DequantizeLinear]; -"805 QuantizeLinear_onnx^^Conv_1304_1" [id=805, label="805 QuantizeLinear_onnx::Conv_1304_1", type=QuantizeLinear]; -"806 DequantizeLinear_onnx^^Conv_1304_1" [id=806, label="806 DequantizeLinear_onnx::Conv_1304_1", type=DequantizeLinear]; -"807 /features/denseblock4/denselayer6/conv1/Conv" [id=807, type=Conv]; -"808 /features/denseblock4/denselayer6/relu2/Relu" [id=808, type=Relu]; -"809 QuantizeLinear_/features/denseblock4/denselayer6/relu2/Relu_output_0_1" [id=809, type=QuantizeLinear]; -"810 DequantizeLinear_/features/denseblock4/denselayer6/relu2/Relu_output_0_1" [id=810, type=DequantizeLinear]; -"811 QuantizeLinear_features.denseblock4.denselayer6.conv2.weight_1" [id=811, type=QuantizeLinear]; -"812 DequantizeLinear_features.denseblock4.denselayer6.conv2.weight_1" [id=812, type=DequantizeLinear]; -"813 /features/denseblock4/denselayer6/conv2/Conv" [id=813, type=Conv]; -"814 QuantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" [id=814, type=QuantizeLinear]; -"815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" [id=815, type=DequantizeLinear]; -"816 /features/denseblock4/denselayer7/Concat" [id=816, type=Concat]; -"817 /features/denseblock4/denselayer7/norm1/BatchNormalization" [id=817, type=BatchNormalization]; -"818 /features/denseblock4/denselayer7/relu1/Relu" [id=818, type=Relu]; -"819 QuantizeLinear_/features/denseblock4/denselayer7/relu1/Relu_output_0_1" [id=819, type=QuantizeLinear]; -"820 DequantizeLinear_/features/denseblock4/denselayer7/relu1/Relu_output_0_1" [id=820, type=DequantizeLinear]; -"821 QuantizeLinear_onnx^^Conv_1307_1" [id=821, label="821 QuantizeLinear_onnx::Conv_1307_1", type=QuantizeLinear]; -"822 DequantizeLinear_onnx^^Conv_1307_1" [id=822, label="822 DequantizeLinear_onnx::Conv_1307_1", type=DequantizeLinear]; -"823 /features/denseblock4/denselayer7/conv1/Conv" [id=823, type=Conv]; -"824 /features/denseblock4/denselayer7/relu2/Relu" [id=824, type=Relu]; -"825 QuantizeLinear_/features/denseblock4/denselayer7/relu2/Relu_output_0_1" [id=825, type=QuantizeLinear]; -"826 DequantizeLinear_/features/denseblock4/denselayer7/relu2/Relu_output_0_1" [id=826, type=DequantizeLinear]; -"827 QuantizeLinear_features.denseblock4.denselayer7.conv2.weight_1" [id=827, type=QuantizeLinear]; -"828 DequantizeLinear_features.denseblock4.denselayer7.conv2.weight_1" [id=828, type=DequantizeLinear]; -"829 /features/denseblock4/denselayer7/conv2/Conv" [id=829, type=Conv]; -"830 QuantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" [id=830, type=QuantizeLinear]; -"831 DequantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" [id=831, type=DequantizeLinear]; -"832 /features/denseblock4/denselayer8/Concat" [id=832, type=Concat]; 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type=DequantizeLinear]; -"843 QuantizeLinear_features.denseblock4.denselayer8.conv2.weight_1" [id=843, type=QuantizeLinear]; -"844 DequantizeLinear_features.denseblock4.denselayer8.conv2.weight_1" [id=844, type=DequantizeLinear]; -"845 /features/denseblock4/denselayer8/conv2/Conv" [id=845, type=Conv]; -"846 QuantizeLinear_/features/denseblock4/denselayer8/conv2/Conv_output_0_1" [id=846, type=QuantizeLinear]; -"847 DequantizeLinear_/features/denseblock4/denselayer8/conv2/Conv_output_0_1" [id=847, type=DequantizeLinear]; -"848 /features/denseblock4/denselayer9/Concat" [id=848, type=Concat]; -"849 /features/denseblock4/denselayer9/norm1/BatchNormalization" [id=849, type=BatchNormalization]; -"850 /features/denseblock4/denselayer9/relu1/Relu" [id=850, type=Relu]; -"851 QuantizeLinear_/features/denseblock4/denselayer9/relu1/Relu_output_0_1" [id=851, type=QuantizeLinear]; -"852 DequantizeLinear_/features/denseblock4/denselayer9/relu1/Relu_output_0_1" [id=852, type=DequantizeLinear]; -"853 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style=solid]; -"39 QuantizeLinear_/features/denseblock1/denselayer2/conv2/Conv_output_0_1" -> "40 DequantizeLinear_/features/denseblock1/denselayer2/conv2/Conv_output_0_1" [label="[1, 32, 56, 56]", style=dashed]; -"40 DequantizeLinear_/features/denseblock1/denselayer2/conv2/Conv_output_0_1" -> "41 /features/denseblock1/denselayer3/Concat" [label="[1, 32, 56, 56]", style=solid]; -"40 DequantizeLinear_/features/denseblock1/denselayer2/conv2/Conv_output_0_1" -> "57 /features/denseblock1/denselayer4/Concat" [label="[1, 32, 56, 56]", style=solid]; -"40 DequantizeLinear_/features/denseblock1/denselayer2/conv2/Conv_output_0_1" -> "73 /features/denseblock1/denselayer5/Concat" [label="[1, 32, 56, 56]", style=solid]; -"40 DequantizeLinear_/features/denseblock1/denselayer2/conv2/Conv_output_0_1" -> "89 /features/denseblock1/denselayer6/Concat" [label="[1, 32, 56, 56]", style=solid]; -"40 DequantizeLinear_/features/denseblock1/denselayer2/conv2/Conv_output_0_1" -> "105 /features/denseblock1/Concat" [label="[1, 32, 56, 56]", style=solid]; -"41 /features/denseblock1/denselayer3/Concat" -> "42 /features/denseblock1/denselayer3/norm1/BatchNormalization" [label="[1, 128, 56, 56]", style=solid]; -"42 /features/denseblock1/denselayer3/norm1/BatchNormalization" -> "43 /features/denseblock1/denselayer3/relu1/Relu" [label="[1, 128, 56, 56]", style=solid]; -"43 /features/denseblock1/denselayer3/relu1/Relu" -> "44 QuantizeLinear_/features/denseblock1/denselayer3/relu1/Relu_output_0_1" [label="[1, 128, 56, 56]", style=solid]; -"44 QuantizeLinear_/features/denseblock1/denselayer3/relu1/Relu_output_0_1" -> "45 DequantizeLinear_/features/denseblock1/denselayer3/relu1/Relu_output_0_1" [label="[1, 128, 56, 56]", style=dashed]; -"45 DequantizeLinear_/features/denseblock1/denselayer3/relu1/Relu_output_0_1" -> "48 /features/denseblock1/denselayer3/conv1/Conv" [label="[1, 128, 56, 56]", style=solid]; -"46 QuantizeLinear_onnx^^Conv_1169_1" -> "47 DequantizeLinear_onnx^^Conv_1169_1" [label="[128, 128, 1, 1]", style=dashed]; -"47 DequantizeLinear_onnx^^Conv_1169_1" -> "48 /features/denseblock1/denselayer3/conv1/Conv" [label="[128, 128, 1, 1]", style=solid]; -"48 /features/denseblock1/denselayer3/conv1/Conv" -> "49 /features/denseblock1/denselayer3/relu2/Relu" [label="[1, 128, 56, 56]", style=solid]; -"49 /features/denseblock1/denselayer3/relu2/Relu" -> "50 QuantizeLinear_/features/denseblock1/denselayer3/relu2/Relu_output_0_1" [label="[1, 128, 56, 56]", style=solid]; -"50 QuantizeLinear_/features/denseblock1/denselayer3/relu2/Relu_output_0_1" -> "51 DequantizeLinear_/features/denseblock1/denselayer3/relu2/Relu_output_0_1" [label="[1, 128, 56, 56]", style=dashed]; -"51 DequantizeLinear_/features/denseblock1/denselayer3/relu2/Relu_output_0_1" -> "54 /features/denseblock1/denselayer3/conv2/Conv" [label="[1, 128, 56, 56]", style=solid]; -"52 QuantizeLinear_features.denseblock1.denselayer3.conv2.weight_1" -> "53 DequantizeLinear_features.denseblock1.denselayer3.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"53 DequantizeLinear_features.denseblock1.denselayer3.conv2.weight_1" -> "54 /features/denseblock1/denselayer3/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"54 /features/denseblock1/denselayer3/conv2/Conv" -> "55 QuantizeLinear_/features/denseblock1/denselayer3/conv2/Conv_output_0_1" [label="[1, 32, 56, 56]", style=solid]; -"55 QuantizeLinear_/features/denseblock1/denselayer3/conv2/Conv_output_0_1" -> "56 DequantizeLinear_/features/denseblock1/denselayer3/conv2/Conv_output_0_1" [label="[1, 32, 56, 56]", style=dashed]; -"56 DequantizeLinear_/features/denseblock1/denselayer3/conv2/Conv_output_0_1" -> "57 /features/denseblock1/denselayer4/Concat" [label="[1, 32, 56, 56]", style=solid]; -"56 DequantizeLinear_/features/denseblock1/denselayer3/conv2/Conv_output_0_1" -> "73 /features/denseblock1/denselayer5/Concat" [label="[1, 32, 56, 56]", style=solid]; -"56 DequantizeLinear_/features/denseblock1/denselayer3/conv2/Conv_output_0_1" -> "89 /features/denseblock1/denselayer6/Concat" [label="[1, 32, 56, 56]", style=solid]; -"56 DequantizeLinear_/features/denseblock1/denselayer3/conv2/Conv_output_0_1" -> "105 /features/denseblock1/Concat" [label="[1, 32, 56, 56]", style=solid]; -"57 /features/denseblock1/denselayer4/Concat" -> "58 /features/denseblock1/denselayer4/norm1/BatchNormalization" [label="[1, 160, 56, 56]", style=solid]; -"58 /features/denseblock1/denselayer4/norm1/BatchNormalization" -> "59 /features/denseblock1/denselayer4/relu1/Relu" [label="[1, 160, 56, 56]", style=solid]; -"59 /features/denseblock1/denselayer4/relu1/Relu" -> "60 QuantizeLinear_/features/denseblock1/denselayer4/relu1/Relu_output_0_1" [label="[1, 160, 56, 56]", style=solid]; -"60 QuantizeLinear_/features/denseblock1/denselayer4/relu1/Relu_output_0_1" -> "61 DequantizeLinear_/features/denseblock1/denselayer4/relu1/Relu_output_0_1" [label="[1, 160, 56, 56]", style=dashed]; -"61 DequantizeLinear_/features/denseblock1/denselayer4/relu1/Relu_output_0_1" -> "64 /features/denseblock1/denselayer4/conv1/Conv" [label="[1, 160, 56, 56]", style=solid]; -"62 QuantizeLinear_onnx^^Conv_1172_1" -> "63 DequantizeLinear_onnx^^Conv_1172_1" [label="[128, 160, 1, 1]", style=dashed]; -"63 DequantizeLinear_onnx^^Conv_1172_1" -> "64 /features/denseblock1/denselayer4/conv1/Conv" [label="[128, 160, 1, 1]", style=solid]; -"64 /features/denseblock1/denselayer4/conv1/Conv" -> "65 /features/denseblock1/denselayer4/relu2/Relu" [label="[1, 128, 56, 56]", style=solid]; -"65 /features/denseblock1/denselayer4/relu2/Relu" -> "66 QuantizeLinear_/features/denseblock1/denselayer4/relu2/Relu_output_0_1" [label="[1, 128, 56, 56]", style=solid]; -"66 QuantizeLinear_/features/denseblock1/denselayer4/relu2/Relu_output_0_1" -> "67 DequantizeLinear_/features/denseblock1/denselayer4/relu2/Relu_output_0_1" [label="[1, 128, 56, 56]", style=dashed]; -"67 DequantizeLinear_/features/denseblock1/denselayer4/relu2/Relu_output_0_1" -> "70 /features/denseblock1/denselayer4/conv2/Conv" [label="[1, 128, 56, 56]", style=solid]; -"68 QuantizeLinear_features.denseblock1.denselayer4.conv2.weight_1" -> "69 DequantizeLinear_features.denseblock1.denselayer4.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"69 DequantizeLinear_features.denseblock1.denselayer4.conv2.weight_1" -> "70 /features/denseblock1/denselayer4/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"70 /features/denseblock1/denselayer4/conv2/Conv" -> "71 QuantizeLinear_/features/denseblock1/denselayer4/conv2/Conv_output_0_1" [label="[1, 32, 56, 56]", style=solid]; -"71 QuantizeLinear_/features/denseblock1/denselayer4/conv2/Conv_output_0_1" -> "72 DequantizeLinear_/features/denseblock1/denselayer4/conv2/Conv_output_0_1" [label="[1, 32, 56, 56]", style=dashed]; -"72 DequantizeLinear_/features/denseblock1/denselayer4/conv2/Conv_output_0_1" -> "73 /features/denseblock1/denselayer5/Concat" [label="[1, 32, 56, 56]", style=solid]; -"72 DequantizeLinear_/features/denseblock1/denselayer4/conv2/Conv_output_0_1" -> "89 /features/denseblock1/denselayer6/Concat" [label="[1, 32, 56, 56]", style=solid]; -"72 DequantizeLinear_/features/denseblock1/denselayer4/conv2/Conv_output_0_1" -> "105 /features/denseblock1/Concat" [label="[1, 32, 56, 56]", style=solid]; -"73 /features/denseblock1/denselayer5/Concat" -> "74 /features/denseblock1/denselayer5/norm1/BatchNormalization" [label="[1, 192, 56, 56]", style=solid]; -"74 /features/denseblock1/denselayer5/norm1/BatchNormalization" -> "75 /features/denseblock1/denselayer5/relu1/Relu" [label="[1, 192, 56, 56]", style=solid]; -"75 /features/denseblock1/denselayer5/relu1/Relu" -> "76 QuantizeLinear_/features/denseblock1/denselayer5/relu1/Relu_output_0_1" [label="[1, 192, 56, 56]", style=solid]; -"76 QuantizeLinear_/features/denseblock1/denselayer5/relu1/Relu_output_0_1" -> "77 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DequantizeLinear_/features/denseblock1/denselayer5/relu2/Relu_output_0_1" [label="[1, 128, 56, 56]", style=dashed]; -"83 DequantizeLinear_/features/denseblock1/denselayer5/relu2/Relu_output_0_1" -> "86 /features/denseblock1/denselayer5/conv2/Conv" [label="[1, 128, 56, 56]", style=solid]; -"84 QuantizeLinear_features.denseblock1.denselayer5.conv2.weight_1" -> "85 DequantizeLinear_features.denseblock1.denselayer5.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"85 DequantizeLinear_features.denseblock1.denselayer5.conv2.weight_1" -> "86 /features/denseblock1/denselayer5/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"86 /features/denseblock1/denselayer5/conv2/Conv" -> "87 QuantizeLinear_/features/denseblock1/denselayer5/conv2/Conv_output_0_1" [label="[1, 32, 56, 56]", style=solid]; -"87 QuantizeLinear_/features/denseblock1/denselayer5/conv2/Conv_output_0_1" -> "88 DequantizeLinear_/features/denseblock1/denselayer5/conv2/Conv_output_0_1" [label="[1, 32, 56, 56]", style=dashed]; -"88 DequantizeLinear_/features/denseblock1/denselayer5/conv2/Conv_output_0_1" -> "89 /features/denseblock1/denselayer6/Concat" [label="[1, 32, 56, 56]", style=solid]; -"88 DequantizeLinear_/features/denseblock1/denselayer5/conv2/Conv_output_0_1" -> "105 /features/denseblock1/Concat" [label="[1, 32, 56, 56]", style=solid]; -"89 /features/denseblock1/denselayer6/Concat" -> "90 /features/denseblock1/denselayer6/norm1/BatchNormalization" [label="[1, 224, 56, 56]", style=solid]; -"90 /features/denseblock1/denselayer6/norm1/BatchNormalization" -> "91 /features/denseblock1/denselayer6/relu1/Relu" [label="[1, 224, 56, 56]", style=solid]; -"91 /features/denseblock1/denselayer6/relu1/Relu" -> "92 QuantizeLinear_/features/denseblock1/denselayer6/relu1/Relu_output_0_1" [label="[1, 224, 56, 56]", style=solid]; -"92 QuantizeLinear_/features/denseblock1/denselayer6/relu1/Relu_output_0_1" -> "93 DequantizeLinear_/features/denseblock1/denselayer6/relu1/Relu_output_0_1" [label="[1, 224, 56, 56]", style=dashed]; -"93 DequantizeLinear_/features/denseblock1/denselayer6/relu1/Relu_output_0_1" -> "96 /features/denseblock1/denselayer6/conv1/Conv" [label="[1, 224, 56, 56]", style=solid]; -"94 QuantizeLinear_onnx^^Conv_1178_1" -> "95 DequantizeLinear_onnx^^Conv_1178_1" [label="[128, 224, 1, 1]", style=dashed]; -"95 DequantizeLinear_onnx^^Conv_1178_1" -> "96 /features/denseblock1/denselayer6/conv1/Conv" [label="[128, 224, 1, 1]", style=solid]; -"96 /features/denseblock1/denselayer6/conv1/Conv" -> "97 /features/denseblock1/denselayer6/relu2/Relu" [label="[1, 128, 56, 56]", style=solid]; -"97 /features/denseblock1/denselayer6/relu2/Relu" -> "98 QuantizeLinear_/features/denseblock1/denselayer6/relu2/Relu_output_0_1" [label="[1, 128, 56, 56]", style=solid]; -"98 QuantizeLinear_/features/denseblock1/denselayer6/relu2/Relu_output_0_1" -> "99 DequantizeLinear_/features/denseblock1/denselayer6/relu2/Relu_output_0_1" [label="[1, 128, 56, 56]", style=dashed]; -"99 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QuantizeLinear_features.denseblock2.denselayer1.conv2.weight_1" -> "130 DequantizeLinear_features.denseblock2.denselayer1.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"130 DequantizeLinear_features.denseblock2.denselayer1.conv2.weight_1" -> "131 /features/denseblock2/denselayer1/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"131 /features/denseblock2/denselayer1/conv2/Conv" -> "132 QuantizeLinear_/features/denseblock2/denselayer1/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=solid]; -"132 QuantizeLinear_/features/denseblock2/denselayer1/conv2/Conv_output_0_1" -> "133 DequantizeLinear_/features/denseblock2/denselayer1/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=dashed]; -"133 DequantizeLinear_/features/denseblock2/denselayer1/conv2/Conv_output_0_1" -> "134 /features/denseblock2/denselayer2/Concat" [label="[1, 32, 28, 28]", style=solid]; -"133 DequantizeLinear_/features/denseblock2/denselayer1/conv2/Conv_output_0_1" -> "150 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DequantizeLinear_/features/denseblock2/denselayer1/conv2/Conv_output_0_1" -> "246 /features/denseblock2/denselayer9/Concat" [label="[1, 32, 28, 28]", style=solid]; -"133 DequantizeLinear_/features/denseblock2/denselayer1/conv2/Conv_output_0_1" -> "262 /features/denseblock2/denselayer10/Concat" [label="[1, 32, 28, 28]", style=solid]; -"133 DequantizeLinear_/features/denseblock2/denselayer1/conv2/Conv_output_0_1" -> "278 /features/denseblock2/denselayer11/Concat" [label="[1, 32, 28, 28]", style=solid]; -"133 DequantizeLinear_/features/denseblock2/denselayer1/conv2/Conv_output_0_1" -> "294 /features/denseblock2/denselayer12/Concat" [label="[1, 32, 28, 28]", style=solid]; -"133 DequantizeLinear_/features/denseblock2/denselayer1/conv2/Conv_output_0_1" -> "310 /features/denseblock2/Concat" [label="[1, 32, 28, 28]", style=solid]; -"134 /features/denseblock2/denselayer2/Concat" -> "135 /features/denseblock2/denselayer2/norm1/BatchNormalization" [label="[1, 160, 28, 28]", style=solid]; -"135 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DequantizeLinear_/features/denseblock2/denselayer2/conv2/Conv_output_0_1" -> "198 /features/denseblock2/denselayer6/Concat" [label="[1, 32, 28, 28]", style=solid]; -"149 DequantizeLinear_/features/denseblock2/denselayer2/conv2/Conv_output_0_1" -> "214 /features/denseblock2/denselayer7/Concat" [label="[1, 32, 28, 28]", style=solid]; -"149 DequantizeLinear_/features/denseblock2/denselayer2/conv2/Conv_output_0_1" -> "230 /features/denseblock2/denselayer8/Concat" [label="[1, 32, 28, 28]", style=solid]; -"149 DequantizeLinear_/features/denseblock2/denselayer2/conv2/Conv_output_0_1" -> "246 /features/denseblock2/denselayer9/Concat" [label="[1, 32, 28, 28]", style=solid]; -"149 DequantizeLinear_/features/denseblock2/denselayer2/conv2/Conv_output_0_1" -> "262 /features/denseblock2/denselayer10/Concat" [label="[1, 32, 28, 28]", style=solid]; -"149 DequantizeLinear_/features/denseblock2/denselayer2/conv2/Conv_output_0_1" -> "278 /features/denseblock2/denselayer11/Concat" [label="[1, 32, 28, 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DequantizeLinear_/features/denseblock2/denselayer5/conv2/Conv_output_0_1" -> "246 /features/denseblock2/denselayer9/Concat" [label="[1, 32, 28, 28]", style=solid]; -"197 DequantizeLinear_/features/denseblock2/denselayer5/conv2/Conv_output_0_1" -> "262 /features/denseblock2/denselayer10/Concat" [label="[1, 32, 28, 28]", style=solid]; -"197 DequantizeLinear_/features/denseblock2/denselayer5/conv2/Conv_output_0_1" -> "278 /features/denseblock2/denselayer11/Concat" [label="[1, 32, 28, 28]", style=solid]; -"197 DequantizeLinear_/features/denseblock2/denselayer5/conv2/Conv_output_0_1" -> "294 /features/denseblock2/denselayer12/Concat" [label="[1, 32, 28, 28]", style=solid]; -"197 DequantizeLinear_/features/denseblock2/denselayer5/conv2/Conv_output_0_1" -> "310 /features/denseblock2/Concat" [label="[1, 32, 28, 28]", style=solid]; -"198 /features/denseblock2/denselayer6/Concat" -> "199 /features/denseblock2/denselayer6/norm1/BatchNormalization" [label="[1, 288, 28, 28]", style=solid]; -"199 /features/denseblock2/denselayer6/norm1/BatchNormalization" -> "200 /features/denseblock2/denselayer6/relu1/Relu" [label="[1, 288, 28, 28]", style=solid]; -"200 /features/denseblock2/denselayer6/relu1/Relu" -> "201 QuantizeLinear_/features/denseblock2/denselayer6/relu1/Relu_output_0_1" [label="[1, 288, 28, 28]", style=solid]; -"201 QuantizeLinear_/features/denseblock2/denselayer6/relu1/Relu_output_0_1" -> "202 DequantizeLinear_/features/denseblock2/denselayer6/relu1/Relu_output_0_1" [label="[1, 288, 28, 28]", style=dashed]; -"202 DequantizeLinear_/features/denseblock2/denselayer6/relu1/Relu_output_0_1" -> "205 /features/denseblock2/denselayer6/conv1/Conv" [label="[1, 288, 28, 28]", style=solid]; -"203 QuantizeLinear_onnx^^Conv_1196_1" -> "204 DequantizeLinear_onnx^^Conv_1196_1" [label="[128, 288, 1, 1]", style=dashed]; -"204 DequantizeLinear_onnx^^Conv_1196_1" -> "205 /features/denseblock2/denselayer6/conv1/Conv" [label="[128, 288, 1, 1]", style=solid]; -"205 /features/denseblock2/denselayer6/conv1/Conv" -> "206 /features/denseblock2/denselayer6/relu2/Relu" [label="[1, 128, 28, 28]", style=solid]; -"206 /features/denseblock2/denselayer6/relu2/Relu" -> "207 QuantizeLinear_/features/denseblock2/denselayer6/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"207 QuantizeLinear_/features/denseblock2/denselayer6/relu2/Relu_output_0_1" -> "208 DequantizeLinear_/features/denseblock2/denselayer6/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"208 DequantizeLinear_/features/denseblock2/denselayer6/relu2/Relu_output_0_1" -> "211 /features/denseblock2/denselayer6/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"209 QuantizeLinear_features.denseblock2.denselayer6.conv2.weight_1" -> "210 DequantizeLinear_features.denseblock2.denselayer6.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"210 DequantizeLinear_features.denseblock2.denselayer6.conv2.weight_1" -> "211 /features/denseblock2/denselayer6/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"211 /features/denseblock2/denselayer6/conv2/Conv" -> "212 QuantizeLinear_/features/denseblock2/denselayer6/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=solid]; -"212 QuantizeLinear_/features/denseblock2/denselayer6/conv2/Conv_output_0_1" -> "213 DequantizeLinear_/features/denseblock2/denselayer6/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=dashed]; -"213 DequantizeLinear_/features/denseblock2/denselayer6/conv2/Conv_output_0_1" -> "214 /features/denseblock2/denselayer7/Concat" [label="[1, 32, 28, 28]", style=solid]; -"213 DequantizeLinear_/features/denseblock2/denselayer6/conv2/Conv_output_0_1" -> "230 /features/denseblock2/denselayer8/Concat" [label="[1, 32, 28, 28]", style=solid]; -"213 DequantizeLinear_/features/denseblock2/denselayer6/conv2/Conv_output_0_1" -> "246 /features/denseblock2/denselayer9/Concat" [label="[1, 32, 28, 28]", style=solid]; -"213 DequantizeLinear_/features/denseblock2/denselayer6/conv2/Conv_output_0_1" -> "262 /features/denseblock2/denselayer10/Concat" [label="[1, 32, 28, 28]", style=solid]; -"213 DequantizeLinear_/features/denseblock2/denselayer6/conv2/Conv_output_0_1" -> "278 /features/denseblock2/denselayer11/Concat" [label="[1, 32, 28, 28]", style=solid]; -"213 DequantizeLinear_/features/denseblock2/denselayer6/conv2/Conv_output_0_1" -> "294 /features/denseblock2/denselayer12/Concat" [label="[1, 32, 28, 28]", style=solid]; -"213 DequantizeLinear_/features/denseblock2/denselayer6/conv2/Conv_output_0_1" -> "310 /features/denseblock2/Concat" [label="[1, 32, 28, 28]", style=solid]; -"214 /features/denseblock2/denselayer7/Concat" -> "215 /features/denseblock2/denselayer7/norm1/BatchNormalization" [label="[1, 320, 28, 28]", style=solid]; -"215 /features/denseblock2/denselayer7/norm1/BatchNormalization" -> "216 /features/denseblock2/denselayer7/relu1/Relu" [label="[1, 320, 28, 28]", style=solid]; -"216 /features/denseblock2/denselayer7/relu1/Relu" -> "217 QuantizeLinear_/features/denseblock2/denselayer7/relu1/Relu_output_0_1" [label="[1, 320, 28, 28]", style=solid]; -"217 QuantizeLinear_/features/denseblock2/denselayer7/relu1/Relu_output_0_1" -> "218 DequantizeLinear_/features/denseblock2/denselayer7/relu1/Relu_output_0_1" [label="[1, 320, 28, 28]", style=dashed]; -"218 DequantizeLinear_/features/denseblock2/denselayer7/relu1/Relu_output_0_1" -> "221 /features/denseblock2/denselayer7/conv1/Conv" [label="[1, 320, 28, 28]", style=solid]; -"219 QuantizeLinear_onnx^^Conv_1199_1" -> "220 DequantizeLinear_onnx^^Conv_1199_1" [label="[128, 320, 1, 1]", style=dashed]; -"220 DequantizeLinear_onnx^^Conv_1199_1" -> "221 /features/denseblock2/denselayer7/conv1/Conv" [label="[128, 320, 1, 1]", style=solid]; -"221 /features/denseblock2/denselayer7/conv1/Conv" -> "222 /features/denseblock2/denselayer7/relu2/Relu" [label="[1, 128, 28, 28]", style=solid]; -"222 /features/denseblock2/denselayer7/relu2/Relu" -> "223 QuantizeLinear_/features/denseblock2/denselayer7/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"223 QuantizeLinear_/features/denseblock2/denselayer7/relu2/Relu_output_0_1" -> "224 DequantizeLinear_/features/denseblock2/denselayer7/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"224 DequantizeLinear_/features/denseblock2/denselayer7/relu2/Relu_output_0_1" -> "227 /features/denseblock2/denselayer7/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"225 QuantizeLinear_features.denseblock2.denselayer7.conv2.weight_1" -> "226 DequantizeLinear_features.denseblock2.denselayer7.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"226 DequantizeLinear_features.denseblock2.denselayer7.conv2.weight_1" -> "227 /features/denseblock2/denselayer7/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"227 /features/denseblock2/denselayer7/conv2/Conv" -> "228 QuantizeLinear_/features/denseblock2/denselayer7/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=solid]; -"228 QuantizeLinear_/features/denseblock2/denselayer7/conv2/Conv_output_0_1" -> "229 DequantizeLinear_/features/denseblock2/denselayer7/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=dashed]; -"229 DequantizeLinear_/features/denseblock2/denselayer7/conv2/Conv_output_0_1" -> "230 /features/denseblock2/denselayer8/Concat" [label="[1, 32, 28, 28]", style=solid]; -"229 DequantizeLinear_/features/denseblock2/denselayer7/conv2/Conv_output_0_1" -> "246 /features/denseblock2/denselayer9/Concat" [label="[1, 32, 28, 28]", style=solid]; -"229 DequantizeLinear_/features/denseblock2/denselayer7/conv2/Conv_output_0_1" -> "262 /features/denseblock2/denselayer10/Concat" [label="[1, 32, 28, 28]", style=solid]; -"229 DequantizeLinear_/features/denseblock2/denselayer7/conv2/Conv_output_0_1" -> "278 /features/denseblock2/denselayer11/Concat" [label="[1, 32, 28, 28]", style=solid]; -"229 DequantizeLinear_/features/denseblock2/denselayer7/conv2/Conv_output_0_1" -> "294 /features/denseblock2/denselayer12/Concat" [label="[1, 32, 28, 28]", style=solid]; -"229 DequantizeLinear_/features/denseblock2/denselayer7/conv2/Conv_output_0_1" -> "310 /features/denseblock2/Concat" [label="[1, 32, 28, 28]", style=solid]; -"230 /features/denseblock2/denselayer8/Concat" -> "231 /features/denseblock2/denselayer8/norm1/BatchNormalization" [label="[1, 352, 28, 28]", style=solid]; -"231 /features/denseblock2/denselayer8/norm1/BatchNormalization" -> "232 /features/denseblock2/denselayer8/relu1/Relu" [label="[1, 352, 28, 28]", style=solid]; -"232 /features/denseblock2/denselayer8/relu1/Relu" -> "233 QuantizeLinear_/features/denseblock2/denselayer8/relu1/Relu_output_0_1" [label="[1, 352, 28, 28]", style=solid]; -"233 QuantizeLinear_/features/denseblock2/denselayer8/relu1/Relu_output_0_1" -> "234 DequantizeLinear_/features/denseblock2/denselayer8/relu1/Relu_output_0_1" [label="[1, 352, 28, 28]", style=dashed]; -"234 DequantizeLinear_/features/denseblock2/denselayer8/relu1/Relu_output_0_1" -> "237 /features/denseblock2/denselayer8/conv1/Conv" [label="[1, 352, 28, 28]", style=solid]; -"235 QuantizeLinear_onnx^^Conv_1202_1" -> "236 DequantizeLinear_onnx^^Conv_1202_1" [label="[128, 352, 1, 1]", style=dashed]; -"236 DequantizeLinear_onnx^^Conv_1202_1" -> "237 /features/denseblock2/denselayer8/conv1/Conv" [label="[128, 352, 1, 1]", style=solid]; -"237 /features/denseblock2/denselayer8/conv1/Conv" -> "238 /features/denseblock2/denselayer8/relu2/Relu" [label="[1, 128, 28, 28]", style=solid]; -"238 /features/denseblock2/denselayer8/relu2/Relu" -> "239 QuantizeLinear_/features/denseblock2/denselayer8/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"239 QuantizeLinear_/features/denseblock2/denselayer8/relu2/Relu_output_0_1" -> "240 DequantizeLinear_/features/denseblock2/denselayer8/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"240 DequantizeLinear_/features/denseblock2/denselayer8/relu2/Relu_output_0_1" -> "243 /features/denseblock2/denselayer8/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"241 QuantizeLinear_features.denseblock2.denselayer8.conv2.weight_1" -> "242 DequantizeLinear_features.denseblock2.denselayer8.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"242 DequantizeLinear_features.denseblock2.denselayer8.conv2.weight_1" -> "243 /features/denseblock2/denselayer8/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"243 /features/denseblock2/denselayer8/conv2/Conv" -> "244 QuantizeLinear_/features/denseblock2/denselayer8/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=solid]; -"244 QuantizeLinear_/features/denseblock2/denselayer8/conv2/Conv_output_0_1" -> "245 DequantizeLinear_/features/denseblock2/denselayer8/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=dashed]; -"245 DequantizeLinear_/features/denseblock2/denselayer8/conv2/Conv_output_0_1" -> "246 /features/denseblock2/denselayer9/Concat" [label="[1, 32, 28, 28]", style=solid]; -"245 DequantizeLinear_/features/denseblock2/denselayer8/conv2/Conv_output_0_1" -> "262 /features/denseblock2/denselayer10/Concat" [label="[1, 32, 28, 28]", style=solid]; -"245 DequantizeLinear_/features/denseblock2/denselayer8/conv2/Conv_output_0_1" -> "278 /features/denseblock2/denselayer11/Concat" [label="[1, 32, 28, 28]", style=solid]; -"245 DequantizeLinear_/features/denseblock2/denselayer8/conv2/Conv_output_0_1" -> "294 /features/denseblock2/denselayer12/Concat" [label="[1, 32, 28, 28]", style=solid]; -"245 DequantizeLinear_/features/denseblock2/denselayer8/conv2/Conv_output_0_1" -> "310 /features/denseblock2/Concat" [label="[1, 32, 28, 28]", style=solid]; -"246 /features/denseblock2/denselayer9/Concat" -> "247 /features/denseblock2/denselayer9/norm1/BatchNormalization" [label="[1, 384, 28, 28]", style=solid]; -"247 /features/denseblock2/denselayer9/norm1/BatchNormalization" -> "248 /features/denseblock2/denselayer9/relu1/Relu" [label="[1, 384, 28, 28]", style=solid]; -"248 /features/denseblock2/denselayer9/relu1/Relu" -> "249 QuantizeLinear_/features/denseblock2/denselayer9/relu1/Relu_output_0_1" [label="[1, 384, 28, 28]", style=solid]; -"249 QuantizeLinear_/features/denseblock2/denselayer9/relu1/Relu_output_0_1" -> "250 DequantizeLinear_/features/denseblock2/denselayer9/relu1/Relu_output_0_1" [label="[1, 384, 28, 28]", style=dashed]; -"250 DequantizeLinear_/features/denseblock2/denselayer9/relu1/Relu_output_0_1" -> "253 /features/denseblock2/denselayer9/conv1/Conv" [label="[1, 384, 28, 28]", style=solid]; -"251 QuantizeLinear_onnx^^Conv_1205_1" -> "252 DequantizeLinear_onnx^^Conv_1205_1" [label="[128, 384, 1, 1]", style=dashed]; -"252 DequantizeLinear_onnx^^Conv_1205_1" -> "253 /features/denseblock2/denselayer9/conv1/Conv" [label="[128, 384, 1, 1]", style=solid]; -"253 /features/denseblock2/denselayer9/conv1/Conv" -> "254 /features/denseblock2/denselayer9/relu2/Relu" [label="[1, 128, 28, 28]", style=solid]; -"254 /features/denseblock2/denselayer9/relu2/Relu" -> "255 QuantizeLinear_/features/denseblock2/denselayer9/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"255 QuantizeLinear_/features/denseblock2/denselayer9/relu2/Relu_output_0_1" -> "256 DequantizeLinear_/features/denseblock2/denselayer9/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"256 DequantizeLinear_/features/denseblock2/denselayer9/relu2/Relu_output_0_1" -> "259 /features/denseblock2/denselayer9/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"257 QuantizeLinear_features.denseblock2.denselayer9.conv2.weight_1" -> "258 DequantizeLinear_features.denseblock2.denselayer9.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"258 DequantizeLinear_features.denseblock2.denselayer9.conv2.weight_1" -> "259 /features/denseblock2/denselayer9/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"259 /features/denseblock2/denselayer9/conv2/Conv" -> "260 QuantizeLinear_/features/denseblock2/denselayer9/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=solid]; -"260 QuantizeLinear_/features/denseblock2/denselayer9/conv2/Conv_output_0_1" -> "261 DequantizeLinear_/features/denseblock2/denselayer9/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=dashed]; -"261 DequantizeLinear_/features/denseblock2/denselayer9/conv2/Conv_output_0_1" -> "262 /features/denseblock2/denselayer10/Concat" [label="[1, 32, 28, 28]", style=solid]; -"261 DequantizeLinear_/features/denseblock2/denselayer9/conv2/Conv_output_0_1" -> "278 /features/denseblock2/denselayer11/Concat" [label="[1, 32, 28, 28]", style=solid]; -"261 DequantizeLinear_/features/denseblock2/denselayer9/conv2/Conv_output_0_1" -> "294 /features/denseblock2/denselayer12/Concat" [label="[1, 32, 28, 28]", style=solid]; -"261 DequantizeLinear_/features/denseblock2/denselayer9/conv2/Conv_output_0_1" -> "310 /features/denseblock2/Concat" [label="[1, 32, 28, 28]", style=solid]; -"262 /features/denseblock2/denselayer10/Concat" -> "263 /features/denseblock2/denselayer10/norm1/BatchNormalization" [label="[1, 416, 28, 28]", style=solid]; -"263 /features/denseblock2/denselayer10/norm1/BatchNormalization" -> "264 /features/denseblock2/denselayer10/relu1/Relu" [label="[1, 416, 28, 28]", style=solid]; -"264 /features/denseblock2/denselayer10/relu1/Relu" -> "265 QuantizeLinear_/features/denseblock2/denselayer10/relu1/Relu_output_0_1" [label="[1, 416, 28, 28]", style=solid]; -"265 QuantizeLinear_/features/denseblock2/denselayer10/relu1/Relu_output_0_1" -> "266 DequantizeLinear_/features/denseblock2/denselayer10/relu1/Relu_output_0_1" [label="[1, 416, 28, 28]", style=dashed]; -"266 DequantizeLinear_/features/denseblock2/denselayer10/relu1/Relu_output_0_1" -> "269 /features/denseblock2/denselayer10/conv1/Conv" [label="[1, 416, 28, 28]", style=solid]; -"267 QuantizeLinear_onnx^^Conv_1208_1" -> "268 DequantizeLinear_onnx^^Conv_1208_1" [label="[128, 416, 1, 1]", style=dashed]; -"268 DequantizeLinear_onnx^^Conv_1208_1" -> "269 /features/denseblock2/denselayer10/conv1/Conv" [label="[128, 416, 1, 1]", style=solid]; -"269 /features/denseblock2/denselayer10/conv1/Conv" -> "270 /features/denseblock2/denselayer10/relu2/Relu" [label="[1, 128, 28, 28]", style=solid]; -"270 /features/denseblock2/denselayer10/relu2/Relu" -> "271 QuantizeLinear_/features/denseblock2/denselayer10/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"271 QuantizeLinear_/features/denseblock2/denselayer10/relu2/Relu_output_0_1" -> "272 DequantizeLinear_/features/denseblock2/denselayer10/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"272 DequantizeLinear_/features/denseblock2/denselayer10/relu2/Relu_output_0_1" -> "275 /features/denseblock2/denselayer10/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"273 QuantizeLinear_features.denseblock2.denselayer10.conv2.weight_1" -> "274 DequantizeLinear_features.denseblock2.denselayer10.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"274 DequantizeLinear_features.denseblock2.denselayer10.conv2.weight_1" -> "275 /features/denseblock2/denselayer10/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"275 /features/denseblock2/denselayer10/conv2/Conv" -> "276 QuantizeLinear_/features/denseblock2/denselayer10/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=solid]; -"276 QuantizeLinear_/features/denseblock2/denselayer10/conv2/Conv_output_0_1" -> "277 DequantizeLinear_/features/denseblock2/denselayer10/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=dashed]; -"277 DequantizeLinear_/features/denseblock2/denselayer10/conv2/Conv_output_0_1" -> "278 /features/denseblock2/denselayer11/Concat" [label="[1, 32, 28, 28]", style=solid]; -"277 DequantizeLinear_/features/denseblock2/denselayer10/conv2/Conv_output_0_1" -> "294 /features/denseblock2/denselayer12/Concat" [label="[1, 32, 28, 28]", style=solid]; -"277 DequantizeLinear_/features/denseblock2/denselayer10/conv2/Conv_output_0_1" -> "310 /features/denseblock2/Concat" [label="[1, 32, 28, 28]", style=solid]; -"278 /features/denseblock2/denselayer11/Concat" -> "279 /features/denseblock2/denselayer11/norm1/BatchNormalization" [label="[1, 448, 28, 28]", style=solid]; -"279 /features/denseblock2/denselayer11/norm1/BatchNormalization" -> "280 /features/denseblock2/denselayer11/relu1/Relu" [label="[1, 448, 28, 28]", style=solid]; -"280 /features/denseblock2/denselayer11/relu1/Relu" -> "281 QuantizeLinear_/features/denseblock2/denselayer11/relu1/Relu_output_0_1" [label="[1, 448, 28, 28]", style=solid]; -"281 QuantizeLinear_/features/denseblock2/denselayer11/relu1/Relu_output_0_1" -> "282 DequantizeLinear_/features/denseblock2/denselayer11/relu1/Relu_output_0_1" [label="[1, 448, 28, 28]", style=dashed]; -"282 DequantizeLinear_/features/denseblock2/denselayer11/relu1/Relu_output_0_1" -> "285 /features/denseblock2/denselayer11/conv1/Conv" [label="[1, 448, 28, 28]", style=solid]; -"283 QuantizeLinear_onnx^^Conv_1211_1" -> "284 DequantizeLinear_onnx^^Conv_1211_1" [label="[128, 448, 1, 1]", style=dashed]; -"284 DequantizeLinear_onnx^^Conv_1211_1" -> "285 /features/denseblock2/denselayer11/conv1/Conv" [label="[128, 448, 1, 1]", style=solid]; -"285 /features/denseblock2/denselayer11/conv1/Conv" -> "286 /features/denseblock2/denselayer11/relu2/Relu" [label="[1, 128, 28, 28]", style=solid]; -"286 /features/denseblock2/denselayer11/relu2/Relu" -> "287 QuantizeLinear_/features/denseblock2/denselayer11/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"287 QuantizeLinear_/features/denseblock2/denselayer11/relu2/Relu_output_0_1" -> "288 DequantizeLinear_/features/denseblock2/denselayer11/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"288 DequantizeLinear_/features/denseblock2/denselayer11/relu2/Relu_output_0_1" -> "291 /features/denseblock2/denselayer11/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"289 QuantizeLinear_features.denseblock2.denselayer11.conv2.weight_1" -> "290 DequantizeLinear_features.denseblock2.denselayer11.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"290 DequantizeLinear_features.denseblock2.denselayer11.conv2.weight_1" -> "291 /features/denseblock2/denselayer11/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"291 /features/denseblock2/denselayer11/conv2/Conv" -> "292 QuantizeLinear_/features/denseblock2/denselayer11/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=solid]; -"292 QuantizeLinear_/features/denseblock2/denselayer11/conv2/Conv_output_0_1" -> "293 DequantizeLinear_/features/denseblock2/denselayer11/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=dashed]; -"293 DequantizeLinear_/features/denseblock2/denselayer11/conv2/Conv_output_0_1" -> "294 /features/denseblock2/denselayer12/Concat" [label="[1, 32, 28, 28]", style=solid]; -"293 DequantizeLinear_/features/denseblock2/denselayer11/conv2/Conv_output_0_1" -> "310 /features/denseblock2/Concat" [label="[1, 32, 28, 28]", style=solid]; -"294 /features/denseblock2/denselayer12/Concat" -> "295 /features/denseblock2/denselayer12/norm1/BatchNormalization" [label="[1, 480, 28, 28]", style=solid]; -"295 /features/denseblock2/denselayer12/norm1/BatchNormalization" -> "296 /features/denseblock2/denselayer12/relu1/Relu" [label="[1, 480, 28, 28]", style=solid]; -"296 /features/denseblock2/denselayer12/relu1/Relu" -> "297 QuantizeLinear_/features/denseblock2/denselayer12/relu1/Relu_output_0_1" [label="[1, 480, 28, 28]", style=solid]; -"297 QuantizeLinear_/features/denseblock2/denselayer12/relu1/Relu_output_0_1" -> "298 DequantizeLinear_/features/denseblock2/denselayer12/relu1/Relu_output_0_1" [label="[1, 480, 28, 28]", style=dashed]; -"298 DequantizeLinear_/features/denseblock2/denselayer12/relu1/Relu_output_0_1" -> "301 /features/denseblock2/denselayer12/conv1/Conv" [label="[1, 480, 28, 28]", style=solid]; -"299 QuantizeLinear_onnx^^Conv_1214_1" -> "300 DequantizeLinear_onnx^^Conv_1214_1" [label="[128, 480, 1, 1]", style=dashed]; -"300 DequantizeLinear_onnx^^Conv_1214_1" -> "301 /features/denseblock2/denselayer12/conv1/Conv" [label="[128, 480, 1, 1]", style=solid]; -"301 /features/denseblock2/denselayer12/conv1/Conv" -> "302 /features/denseblock2/denselayer12/relu2/Relu" [label="[1, 128, 28, 28]", style=solid]; -"302 /features/denseblock2/denselayer12/relu2/Relu" -> "303 QuantizeLinear_/features/denseblock2/denselayer12/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"303 QuantizeLinear_/features/denseblock2/denselayer12/relu2/Relu_output_0_1" -> "304 DequantizeLinear_/features/denseblock2/denselayer12/relu2/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"304 DequantizeLinear_/features/denseblock2/denselayer12/relu2/Relu_output_0_1" -> "307 /features/denseblock2/denselayer12/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"305 QuantizeLinear_features.denseblock2.denselayer12.conv2.weight_1" -> "306 DequantizeLinear_features.denseblock2.denselayer12.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"306 DequantizeLinear_features.denseblock2.denselayer12.conv2.weight_1" -> "307 /features/denseblock2/denselayer12/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"307 /features/denseblock2/denselayer12/conv2/Conv" -> "308 QuantizeLinear_/features/denseblock2/denselayer12/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=solid]; -"308 QuantizeLinear_/features/denseblock2/denselayer12/conv2/Conv_output_0_1" -> "309 DequantizeLinear_/features/denseblock2/denselayer12/conv2/Conv_output_0_1" [label="[1, 32, 28, 28]", style=dashed]; -"309 DequantizeLinear_/features/denseblock2/denselayer12/conv2/Conv_output_0_1" -> "310 /features/denseblock2/Concat" [label="[1, 32, 28, 28]", style=solid]; -"310 /features/denseblock2/Concat" -> "311 /features/transition2/norm/BatchNormalization" [label="[1, 512, 28, 28]", style=solid]; -"311 /features/transition2/norm/BatchNormalization" -> "312 /features/transition2/relu/Relu" [label="[1, 512, 28, 28]", style=solid]; -"312 /features/transition2/relu/Relu" -> "313 QuantizeLinear_/features/transition2/relu/Relu_output_0_1" [label="[1, 512, 28, 28]", style=solid]; -"313 QuantizeLinear_/features/transition2/relu/Relu_output_0_1" -> "314 DequantizeLinear_/features/transition2/relu/Relu_output_0_1" [label="[1, 512, 28, 28]", style=dashed]; -"314 DequantizeLinear_/features/transition2/relu/Relu_output_0_1" -> "317 /features/transition2/conv/Conv" [label="[1, 512, 28, 28]", style=solid]; -"315 QuantizeLinear_features.transition2.conv.weight_1" -> "316 DequantizeLinear_features.transition2.conv.weight_1" [label="[256, 512, 1, 1]", style=dashed]; -"316 DequantizeLinear_features.transition2.conv.weight_1" -> "317 /features/transition2/conv/Conv" [label="[256, 512, 1, 1]", style=solid]; -"317 /features/transition2/conv/Conv" -> "318 QuantizeLinear_/features/transition2/conv/Conv_output_0_1" [label="[1, 256, 28, 28]", style=solid]; -"318 QuantizeLinear_/features/transition2/conv/Conv_output_0_1" -> "319 DequantizeLinear_/features/transition2/conv/Conv_output_0_1" [label="[1, 256, 28, 28]", style=dashed]; -"319 DequantizeLinear_/features/transition2/conv/Conv_output_0_1" -> "320 /features/transition2/pool/AveragePool" [label="[1, 256, 28, 28]", style=solid]; -"320 /features/transition2/pool/AveragePool" -> "321 QuantizeLinear_/features/transition2/pool/AveragePool_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"321 QuantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "323 /features/denseblock3/denselayer1/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "339 /features/denseblock3/denselayer2/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "355 /features/denseblock3/denselayer3/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "371 /features/denseblock3/denselayer4/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "387 /features/denseblock3/denselayer5/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "403 /features/denseblock3/denselayer6/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "419 /features/denseblock3/denselayer7/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "435 /features/denseblock3/denselayer8/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "451 /features/denseblock3/denselayer9/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "467 /features/denseblock3/denselayer10/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "483 /features/denseblock3/denselayer11/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "499 /features/denseblock3/denselayer12/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "515 /features/denseblock3/denselayer13/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "531 /features/denseblock3/denselayer14/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "547 /features/denseblock3/denselayer15/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "563 /features/denseblock3/denselayer16/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "579 /features/denseblock3/denselayer17/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "595 /features/denseblock3/denselayer18/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "611 /features/denseblock3/denselayer19/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "627 /features/denseblock3/denselayer20/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "643 /features/denseblock3/denselayer21/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "659 /features/denseblock3/denselayer22/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "675 /features/denseblock3/denselayer23/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "691 /features/denseblock3/denselayer24/Concat" [label="[1, 256, 14, 14]", style=solid]; -"322 DequantizeLinear_/features/transition2/pool/AveragePool_output_0_1" -> "707 /features/denseblock3/Concat" [label="[1, 256, 14, 14]", style=solid]; -"323 /features/denseblock3/denselayer1/Concat" -> "324 /features/denseblock3/denselayer1/norm1/BatchNormalization" [label="[1, 256, 14, 14]", style=solid]; -"324 /features/denseblock3/denselayer1/norm1/BatchNormalization" -> "325 /features/denseblock3/denselayer1/relu1/Relu" [label="[1, 256, 14, 14]", style=solid]; -"325 /features/denseblock3/denselayer1/relu1/Relu" -> "326 QuantizeLinear_/features/denseblock3/denselayer1/relu1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"326 QuantizeLinear_/features/denseblock3/denselayer1/relu1/Relu_output_0_1" -> "327 DequantizeLinear_/features/denseblock3/denselayer1/relu1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"327 DequantizeLinear_/features/denseblock3/denselayer1/relu1/Relu_output_0_1" -> "330 /features/denseblock3/denselayer1/conv1/Conv" [label="[1, 256, 14, 14]", style=solid]; -"328 QuantizeLinear_onnx^^Conv_1217_1" -> "329 DequantizeLinear_onnx^^Conv_1217_1" [label="[128, 256, 1, 1]", style=dashed]; -"329 DequantizeLinear_onnx^^Conv_1217_1" -> "330 /features/denseblock3/denselayer1/conv1/Conv" [label="[128, 256, 1, 1]", style=solid]; -"330 /features/denseblock3/denselayer1/conv1/Conv" -> "331 /features/denseblock3/denselayer1/relu2/Relu" [label="[1, 128, 14, 14]", style=solid]; -"331 /features/denseblock3/denselayer1/relu2/Relu" -> "332 QuantizeLinear_/features/denseblock3/denselayer1/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=solid]; -"332 QuantizeLinear_/features/denseblock3/denselayer1/relu2/Relu_output_0_1" -> "333 DequantizeLinear_/features/denseblock3/denselayer1/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=dashed]; -"333 DequantizeLinear_/features/denseblock3/denselayer1/relu2/Relu_output_0_1" -> "336 /features/denseblock3/denselayer1/conv2/Conv" [label="[1, 128, 14, 14]", style=solid]; -"334 QuantizeLinear_features.denseblock3.denselayer1.conv2.weight_1" -> "335 DequantizeLinear_features.denseblock3.denselayer1.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"335 DequantizeLinear_features.denseblock3.denselayer1.conv2.weight_1" -> "336 /features/denseblock3/denselayer1/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"336 /features/denseblock3/denselayer1/conv2/Conv" -> "337 QuantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=solid]; -"337 QuantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=dashed]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "339 /features/denseblock3/denselayer2/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "355 /features/denseblock3/denselayer3/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "371 /features/denseblock3/denselayer4/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "387 /features/denseblock3/denselayer5/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "403 /features/denseblock3/denselayer6/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "419 /features/denseblock3/denselayer7/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "435 /features/denseblock3/denselayer8/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "451 /features/denseblock3/denselayer9/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "467 /features/denseblock3/denselayer10/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "483 /features/denseblock3/denselayer11/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "499 /features/denseblock3/denselayer12/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "515 /features/denseblock3/denselayer13/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "531 /features/denseblock3/denselayer14/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "547 /features/denseblock3/denselayer15/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "563 /features/denseblock3/denselayer16/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "579 /features/denseblock3/denselayer17/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "595 /features/denseblock3/denselayer18/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "611 /features/denseblock3/denselayer19/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "627 /features/denseblock3/denselayer20/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "643 /features/denseblock3/denselayer21/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "659 /features/denseblock3/denselayer22/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "675 /features/denseblock3/denselayer23/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "691 /features/denseblock3/denselayer24/Concat" [label="[1, 32, 14, 14]", style=solid]; -"338 DequantizeLinear_/features/denseblock3/denselayer1/conv2/Conv_output_0_1" -> "707 /features/denseblock3/Concat" [label="[1, 32, 14, 14]", style=solid]; -"339 /features/denseblock3/denselayer2/Concat" -> "340 /features/denseblock3/denselayer2/norm1/BatchNormalization" [label="[1, 288, 14, 14]", style=solid]; -"340 /features/denseblock3/denselayer2/norm1/BatchNormalization" -> "341 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style=dashed]; -"370 DequantizeLinear_/features/denseblock3/denselayer3/conv2/Conv_output_0_1" -> "371 /features/denseblock3/denselayer4/Concat" [label="[1, 32, 14, 14]", style=solid]; -"370 DequantizeLinear_/features/denseblock3/denselayer3/conv2/Conv_output_0_1" -> "387 /features/denseblock3/denselayer5/Concat" [label="[1, 32, 14, 14]", style=solid]; -"370 DequantizeLinear_/features/denseblock3/denselayer3/conv2/Conv_output_0_1" -> "403 /features/denseblock3/denselayer6/Concat" [label="[1, 32, 14, 14]", style=solid]; -"370 DequantizeLinear_/features/denseblock3/denselayer3/conv2/Conv_output_0_1" -> "419 /features/denseblock3/denselayer7/Concat" [label="[1, 32, 14, 14]", style=solid]; -"370 DequantizeLinear_/features/denseblock3/denselayer3/conv2/Conv_output_0_1" -> "435 /features/denseblock3/denselayer8/Concat" [label="[1, 32, 14, 14]", style=solid]; -"370 DequantizeLinear_/features/denseblock3/denselayer3/conv2/Conv_output_0_1" -> "451 /features/denseblock3/denselayer9/Concat" 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style=solid]; -"465 QuantizeLinear_/features/denseblock3/denselayer9/conv2/Conv_output_0_1" -> "466 DequantizeLinear_/features/denseblock3/denselayer9/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=dashed]; -"466 DequantizeLinear_/features/denseblock3/denselayer9/conv2/Conv_output_0_1" -> "467 /features/denseblock3/denselayer10/Concat" [label="[1, 32, 14, 14]", style=solid]; -"466 DequantizeLinear_/features/denseblock3/denselayer9/conv2/Conv_output_0_1" -> "483 /features/denseblock3/denselayer11/Concat" [label="[1, 32, 14, 14]", style=solid]; -"466 DequantizeLinear_/features/denseblock3/denselayer9/conv2/Conv_output_0_1" -> "499 /features/denseblock3/denselayer12/Concat" [label="[1, 32, 14, 14]", style=solid]; -"466 DequantizeLinear_/features/denseblock3/denselayer9/conv2/Conv_output_0_1" -> "515 /features/denseblock3/denselayer13/Concat" [label="[1, 32, 14, 14]", style=solid]; -"466 DequantizeLinear_/features/denseblock3/denselayer9/conv2/Conv_output_0_1" -> "531 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14, 14]", style=dashed]; -"514 DequantizeLinear_/features/denseblock3/denselayer12/conv2/Conv_output_0_1" -> "515 /features/denseblock3/denselayer13/Concat" [label="[1, 32, 14, 14]", style=solid]; -"514 DequantizeLinear_/features/denseblock3/denselayer12/conv2/Conv_output_0_1" -> "531 /features/denseblock3/denselayer14/Concat" [label="[1, 32, 14, 14]", style=solid]; -"514 DequantizeLinear_/features/denseblock3/denselayer12/conv2/Conv_output_0_1" -> "547 /features/denseblock3/denselayer15/Concat" [label="[1, 32, 14, 14]", style=solid]; -"514 DequantizeLinear_/features/denseblock3/denselayer12/conv2/Conv_output_0_1" -> "563 /features/denseblock3/denselayer16/Concat" [label="[1, 32, 14, 14]", style=solid]; -"514 DequantizeLinear_/features/denseblock3/denselayer12/conv2/Conv_output_0_1" -> "579 /features/denseblock3/denselayer17/Concat" [label="[1, 32, 14, 14]", style=solid]; -"514 DequantizeLinear_/features/denseblock3/denselayer12/conv2/Conv_output_0_1" -> "595 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14, 14]", style=dashed]; -"519 DequantizeLinear_/features/denseblock3/denselayer13/relu1/Relu_output_0_1" -> "522 /features/denseblock3/denselayer13/conv1/Conv" [label="[1, 640, 14, 14]", style=solid]; -"520 QuantizeLinear_onnx^^Conv_1253_1" -> "521 DequantizeLinear_onnx^^Conv_1253_1" [label="[128, 640, 1, 1]", style=dashed]; -"521 DequantizeLinear_onnx^^Conv_1253_1" -> "522 /features/denseblock3/denselayer13/conv1/Conv" [label="[128, 640, 1, 1]", style=solid]; -"522 /features/denseblock3/denselayer13/conv1/Conv" -> "523 /features/denseblock3/denselayer13/relu2/Relu" [label="[1, 128, 14, 14]", style=solid]; -"523 /features/denseblock3/denselayer13/relu2/Relu" -> "524 QuantizeLinear_/features/denseblock3/denselayer13/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=solid]; -"524 QuantizeLinear_/features/denseblock3/denselayer13/relu2/Relu_output_0_1" -> "525 DequantizeLinear_/features/denseblock3/denselayer13/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=dashed]; -"525 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style=solid]; -"531 /features/denseblock3/denselayer14/Concat" -> "532 /features/denseblock3/denselayer14/norm1/BatchNormalization" [label="[1, 672, 14, 14]", style=solid]; -"532 /features/denseblock3/denselayer14/norm1/BatchNormalization" -> "533 /features/denseblock3/denselayer14/relu1/Relu" [label="[1, 672, 14, 14]", style=solid]; -"533 /features/denseblock3/denselayer14/relu1/Relu" -> "534 QuantizeLinear_/features/denseblock3/denselayer14/relu1/Relu_output_0_1" [label="[1, 672, 14, 14]", style=solid]; -"534 QuantizeLinear_/features/denseblock3/denselayer14/relu1/Relu_output_0_1" -> "535 DequantizeLinear_/features/denseblock3/denselayer14/relu1/Relu_output_0_1" [label="[1, 672, 14, 14]", style=dashed]; -"535 DequantizeLinear_/features/denseblock3/denselayer14/relu1/Relu_output_0_1" -> "538 /features/denseblock3/denselayer14/conv1/Conv" [label="[1, 672, 14, 14]", style=solid]; -"536 QuantizeLinear_onnx^^Conv_1256_1" -> "537 DequantizeLinear_onnx^^Conv_1256_1" [label="[128, 672, 1, 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[label="[1, 704, 14, 14]", style=solid]; -"550 QuantizeLinear_/features/denseblock3/denselayer15/relu1/Relu_output_0_1" -> "551 DequantizeLinear_/features/denseblock3/denselayer15/relu1/Relu_output_0_1" [label="[1, 704, 14, 14]", style=dashed]; -"551 DequantizeLinear_/features/denseblock3/denselayer15/relu1/Relu_output_0_1" -> "554 /features/denseblock3/denselayer15/conv1/Conv" [label="[1, 704, 14, 14]", style=solid]; -"552 QuantizeLinear_onnx^^Conv_1259_1" -> "553 DequantizeLinear_onnx^^Conv_1259_1" [label="[128, 704, 1, 1]", style=dashed]; -"553 DequantizeLinear_onnx^^Conv_1259_1" -> "554 /features/denseblock3/denselayer15/conv1/Conv" [label="[128, 704, 1, 1]", style=solid]; -"554 /features/denseblock3/denselayer15/conv1/Conv" -> "555 /features/denseblock3/denselayer15/relu2/Relu" [label="[1, 128, 14, 14]", style=solid]; -"555 /features/denseblock3/denselayer15/relu2/Relu" -> "556 QuantizeLinear_/features/denseblock3/denselayer15/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=solid]; -"556 QuantizeLinear_/features/denseblock3/denselayer15/relu2/Relu_output_0_1" -> "557 DequantizeLinear_/features/denseblock3/denselayer15/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=dashed]; -"557 DequantizeLinear_/features/denseblock3/denselayer15/relu2/Relu_output_0_1" -> "560 /features/denseblock3/denselayer15/conv2/Conv" [label="[1, 128, 14, 14]", style=solid]; -"558 QuantizeLinear_features.denseblock3.denselayer15.conv2.weight_1" -> "559 DequantizeLinear_features.denseblock3.denselayer15.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"559 DequantizeLinear_features.denseblock3.denselayer15.conv2.weight_1" -> "560 /features/denseblock3/denselayer15/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"560 /features/denseblock3/denselayer15/conv2/Conv" -> "561 QuantizeLinear_/features/denseblock3/denselayer15/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=solid]; -"561 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/features/denseblock3/denselayer16/norm1/BatchNormalization" [label="[1, 736, 14, 14]", style=solid]; -"564 /features/denseblock3/denselayer16/norm1/BatchNormalization" -> "565 /features/denseblock3/denselayer16/relu1/Relu" [label="[1, 736, 14, 14]", style=solid]; -"565 /features/denseblock3/denselayer16/relu1/Relu" -> "566 QuantizeLinear_/features/denseblock3/denselayer16/relu1/Relu_output_0_1" [label="[1, 736, 14, 14]", style=solid]; -"566 QuantizeLinear_/features/denseblock3/denselayer16/relu1/Relu_output_0_1" -> "567 DequantizeLinear_/features/denseblock3/denselayer16/relu1/Relu_output_0_1" [label="[1, 736, 14, 14]", style=dashed]; -"567 DequantizeLinear_/features/denseblock3/denselayer16/relu1/Relu_output_0_1" -> "570 /features/denseblock3/denselayer16/conv1/Conv" [label="[1, 736, 14, 14]", style=solid]; -"568 QuantizeLinear_onnx^^Conv_1262_1" -> "569 DequantizeLinear_onnx^^Conv_1262_1" [label="[128, 736, 1, 1]", style=dashed]; -"569 DequantizeLinear_onnx^^Conv_1262_1" -> "570 /features/denseblock3/denselayer16/conv1/Conv" [label="[128, 736, 1, 1]", style=solid]; -"570 /features/denseblock3/denselayer16/conv1/Conv" -> "571 /features/denseblock3/denselayer16/relu2/Relu" [label="[1, 128, 14, 14]", style=solid]; -"571 /features/denseblock3/denselayer16/relu2/Relu" -> "572 QuantizeLinear_/features/denseblock3/denselayer16/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=solid]; -"572 QuantizeLinear_/features/denseblock3/denselayer16/relu2/Relu_output_0_1" -> "573 DequantizeLinear_/features/denseblock3/denselayer16/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=dashed]; -"573 DequantizeLinear_/features/denseblock3/denselayer16/relu2/Relu_output_0_1" -> "576 /features/denseblock3/denselayer16/conv2/Conv" [label="[1, 128, 14, 14]", style=solid]; -"574 QuantizeLinear_features.denseblock3.denselayer16.conv2.weight_1" -> "575 DequantizeLinear_features.denseblock3.denselayer16.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"575 DequantizeLinear_features.denseblock3.denselayer16.conv2.weight_1" -> "576 /features/denseblock3/denselayer16/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"576 /features/denseblock3/denselayer16/conv2/Conv" -> "577 QuantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=solid]; -"577 QuantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" -> "578 DequantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=dashed]; -"578 DequantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" -> "579 /features/denseblock3/denselayer17/Concat" [label="[1, 32, 14, 14]", style=solid]; -"578 DequantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" -> "595 /features/denseblock3/denselayer18/Concat" [label="[1, 32, 14, 14]", style=solid]; -"578 DequantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" -> "611 /features/denseblock3/denselayer19/Concat" [label="[1, 32, 14, 14]", style=solid]; -"578 DequantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" -> "627 /features/denseblock3/denselayer20/Concat" [label="[1, 32, 14, 14]", style=solid]; -"578 DequantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" -> "643 /features/denseblock3/denselayer21/Concat" [label="[1, 32, 14, 14]", style=solid]; -"578 DequantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" -> "659 /features/denseblock3/denselayer22/Concat" [label="[1, 32, 14, 14]", style=solid]; -"578 DequantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" -> "675 /features/denseblock3/denselayer23/Concat" [label="[1, 32, 14, 14]", style=solid]; -"578 DequantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" -> "691 /features/denseblock3/denselayer24/Concat" [label="[1, 32, 14, 14]", style=solid]; -"578 DequantizeLinear_/features/denseblock3/denselayer16/conv2/Conv_output_0_1" -> "707 /features/denseblock3/Concat" [label="[1, 32, 14, 14]", style=solid]; -"579 /features/denseblock3/denselayer17/Concat" -> "580 /features/denseblock3/denselayer17/norm1/BatchNormalization" [label="[1, 768, 14, 14]", style=solid]; -"580 /features/denseblock3/denselayer17/norm1/BatchNormalization" -> "581 /features/denseblock3/denselayer17/relu1/Relu" [label="[1, 768, 14, 14]", style=solid]; -"581 /features/denseblock3/denselayer17/relu1/Relu" -> "582 QuantizeLinear_/features/denseblock3/denselayer17/relu1/Relu_output_0_1" [label="[1, 768, 14, 14]", style=solid]; -"582 QuantizeLinear_/features/denseblock3/denselayer17/relu1/Relu_output_0_1" -> "583 DequantizeLinear_/features/denseblock3/denselayer17/relu1/Relu_output_0_1" [label="[1, 768, 14, 14]", style=dashed]; -"583 DequantizeLinear_/features/denseblock3/denselayer17/relu1/Relu_output_0_1" -> "586 /features/denseblock3/denselayer17/conv1/Conv" [label="[1, 768, 14, 14]", style=solid]; -"584 QuantizeLinear_onnx^^Conv_1265_1" -> "585 DequantizeLinear_onnx^^Conv_1265_1" [label="[128, 768, 1, 1]", style=dashed]; -"585 DequantizeLinear_onnx^^Conv_1265_1" -> "586 /features/denseblock3/denselayer17/conv1/Conv" [label="[128, 768, 1, 1]", style=solid]; -"586 /features/denseblock3/denselayer17/conv1/Conv" -> "587 /features/denseblock3/denselayer17/relu2/Relu" [label="[1, 128, 14, 14]", style=solid]; -"587 /features/denseblock3/denselayer17/relu2/Relu" -> "588 QuantizeLinear_/features/denseblock3/denselayer17/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=solid]; -"588 QuantizeLinear_/features/denseblock3/denselayer17/relu2/Relu_output_0_1" -> "589 DequantizeLinear_/features/denseblock3/denselayer17/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=dashed]; -"589 DequantizeLinear_/features/denseblock3/denselayer17/relu2/Relu_output_0_1" -> "592 /features/denseblock3/denselayer17/conv2/Conv" [label="[1, 128, 14, 14]", style=solid]; -"590 QuantizeLinear_features.denseblock3.denselayer17.conv2.weight_1" -> "591 DequantizeLinear_features.denseblock3.denselayer17.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"591 DequantizeLinear_features.denseblock3.denselayer17.conv2.weight_1" -> "592 /features/denseblock3/denselayer17/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"592 /features/denseblock3/denselayer17/conv2/Conv" -> "593 QuantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=solid]; -"593 QuantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" -> "594 DequantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=dashed]; -"594 DequantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" -> "595 /features/denseblock3/denselayer18/Concat" [label="[1, 32, 14, 14]", style=solid]; -"594 DequantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" -> "611 /features/denseblock3/denselayer19/Concat" [label="[1, 32, 14, 14]", style=solid]; -"594 DequantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" -> "627 /features/denseblock3/denselayer20/Concat" [label="[1, 32, 14, 14]", style=solid]; -"594 DequantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" -> "643 /features/denseblock3/denselayer21/Concat" [label="[1, 32, 14, 14]", style=solid]; -"594 DequantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" -> "659 /features/denseblock3/denselayer22/Concat" [label="[1, 32, 14, 14]", style=solid]; -"594 DequantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" -> "675 /features/denseblock3/denselayer23/Concat" [label="[1, 32, 14, 14]", style=solid]; -"594 DequantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" -> "691 /features/denseblock3/denselayer24/Concat" [label="[1, 32, 14, 14]", style=solid]; -"594 DequantizeLinear_/features/denseblock3/denselayer17/conv2/Conv_output_0_1" -> "707 /features/denseblock3/Concat" [label="[1, 32, 14, 14]", style=solid]; -"595 /features/denseblock3/denselayer18/Concat" -> "596 /features/denseblock3/denselayer18/norm1/BatchNormalization" [label="[1, 800, 14, 14]", style=solid]; -"596 /features/denseblock3/denselayer18/norm1/BatchNormalization" -> "597 /features/denseblock3/denselayer18/relu1/Relu" [label="[1, 800, 14, 14]", style=solid]; -"597 /features/denseblock3/denselayer18/relu1/Relu" -> "598 QuantizeLinear_/features/denseblock3/denselayer18/relu1/Relu_output_0_1" [label="[1, 800, 14, 14]", style=solid]; -"598 QuantizeLinear_/features/denseblock3/denselayer18/relu1/Relu_output_0_1" -> "599 DequantizeLinear_/features/denseblock3/denselayer18/relu1/Relu_output_0_1" [label="[1, 800, 14, 14]", style=dashed]; -"599 DequantizeLinear_/features/denseblock3/denselayer18/relu1/Relu_output_0_1" -> "602 /features/denseblock3/denselayer18/conv1/Conv" [label="[1, 800, 14, 14]", style=solid]; -"600 QuantizeLinear_onnx^^Conv_1268_1" -> "601 DequantizeLinear_onnx^^Conv_1268_1" [label="[128, 800, 1, 1]", style=dashed]; -"601 DequantizeLinear_onnx^^Conv_1268_1" -> "602 /features/denseblock3/denselayer18/conv1/Conv" [label="[128, 800, 1, 1]", style=solid]; -"602 /features/denseblock3/denselayer18/conv1/Conv" -> "603 /features/denseblock3/denselayer18/relu2/Relu" [label="[1, 128, 14, 14]", style=solid]; -"603 /features/denseblock3/denselayer18/relu2/Relu" -> "604 QuantizeLinear_/features/denseblock3/denselayer18/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=solid]; -"604 QuantizeLinear_/features/denseblock3/denselayer18/relu2/Relu_output_0_1" -> "605 DequantizeLinear_/features/denseblock3/denselayer18/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=dashed]; -"605 DequantizeLinear_/features/denseblock3/denselayer18/relu2/Relu_output_0_1" -> "608 /features/denseblock3/denselayer18/conv2/Conv" [label="[1, 128, 14, 14]", style=solid]; -"606 QuantizeLinear_features.denseblock3.denselayer18.conv2.weight_1" -> "607 DequantizeLinear_features.denseblock3.denselayer18.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"607 DequantizeLinear_features.denseblock3.denselayer18.conv2.weight_1" -> "608 /features/denseblock3/denselayer18/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"608 /features/denseblock3/denselayer18/conv2/Conv" -> "609 QuantizeLinear_/features/denseblock3/denselayer18/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=solid]; -"609 QuantizeLinear_/features/denseblock3/denselayer18/conv2/Conv_output_0_1" -> "610 DequantizeLinear_/features/denseblock3/denselayer18/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=dashed]; -"610 DequantizeLinear_/features/denseblock3/denselayer18/conv2/Conv_output_0_1" -> "611 /features/denseblock3/denselayer19/Concat" [label="[1, 32, 14, 14]", style=solid]; -"610 DequantizeLinear_/features/denseblock3/denselayer18/conv2/Conv_output_0_1" -> "627 /features/denseblock3/denselayer20/Concat" [label="[1, 32, 14, 14]", style=solid]; -"610 DequantizeLinear_/features/denseblock3/denselayer18/conv2/Conv_output_0_1" -> "643 /features/denseblock3/denselayer21/Concat" [label="[1, 32, 14, 14]", style=solid]; -"610 DequantizeLinear_/features/denseblock3/denselayer18/conv2/Conv_output_0_1" -> "659 /features/denseblock3/denselayer22/Concat" [label="[1, 32, 14, 14]", style=solid]; -"610 DequantizeLinear_/features/denseblock3/denselayer18/conv2/Conv_output_0_1" -> "675 /features/denseblock3/denselayer23/Concat" [label="[1, 32, 14, 14]", style=solid]; -"610 DequantizeLinear_/features/denseblock3/denselayer18/conv2/Conv_output_0_1" -> "691 /features/denseblock3/denselayer24/Concat" [label="[1, 32, 14, 14]", style=solid]; -"610 DequantizeLinear_/features/denseblock3/denselayer18/conv2/Conv_output_0_1" -> "707 /features/denseblock3/Concat" [label="[1, 32, 14, 14]", style=solid]; -"611 /features/denseblock3/denselayer19/Concat" -> "612 /features/denseblock3/denselayer19/norm1/BatchNormalization" [label="[1, 832, 14, 14]", style=solid]; -"612 /features/denseblock3/denselayer19/norm1/BatchNormalization" -> "613 /features/denseblock3/denselayer19/relu1/Relu" [label="[1, 832, 14, 14]", style=solid]; -"613 /features/denseblock3/denselayer19/relu1/Relu" -> "614 QuantizeLinear_/features/denseblock3/denselayer19/relu1/Relu_output_0_1" [label="[1, 832, 14, 14]", style=solid]; -"614 QuantizeLinear_/features/denseblock3/denselayer19/relu1/Relu_output_0_1" -> "615 DequantizeLinear_/features/denseblock3/denselayer19/relu1/Relu_output_0_1" [label="[1, 832, 14, 14]", style=dashed]; -"615 DequantizeLinear_/features/denseblock3/denselayer19/relu1/Relu_output_0_1" -> "618 /features/denseblock3/denselayer19/conv1/Conv" [label="[1, 832, 14, 14]", style=solid]; -"616 QuantizeLinear_onnx^^Conv_1271_1" -> "617 DequantizeLinear_onnx^^Conv_1271_1" [label="[128, 832, 1, 1]", style=dashed]; -"617 DequantizeLinear_onnx^^Conv_1271_1" -> "618 /features/denseblock3/denselayer19/conv1/Conv" [label="[128, 832, 1, 1]", style=solid]; -"618 /features/denseblock3/denselayer19/conv1/Conv" -> "619 /features/denseblock3/denselayer19/relu2/Relu" [label="[1, 128, 14, 14]", style=solid]; -"619 /features/denseblock3/denselayer19/relu2/Relu" -> "620 QuantizeLinear_/features/denseblock3/denselayer19/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=solid]; -"620 QuantizeLinear_/features/denseblock3/denselayer19/relu2/Relu_output_0_1" -> "621 DequantizeLinear_/features/denseblock3/denselayer19/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=dashed]; -"621 DequantizeLinear_/features/denseblock3/denselayer19/relu2/Relu_output_0_1" -> "624 /features/denseblock3/denselayer19/conv2/Conv" [label="[1, 128, 14, 14]", style=solid]; -"622 QuantizeLinear_features.denseblock3.denselayer19.conv2.weight_1" -> "623 DequantizeLinear_features.denseblock3.denselayer19.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"623 DequantizeLinear_features.denseblock3.denselayer19.conv2.weight_1" -> "624 /features/denseblock3/denselayer19/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"624 /features/denseblock3/denselayer19/conv2/Conv" -> "625 QuantizeLinear_/features/denseblock3/denselayer19/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=solid]; -"625 QuantizeLinear_/features/denseblock3/denselayer19/conv2/Conv_output_0_1" -> "626 DequantizeLinear_/features/denseblock3/denselayer19/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=dashed]; -"626 DequantizeLinear_/features/denseblock3/denselayer19/conv2/Conv_output_0_1" -> "627 /features/denseblock3/denselayer20/Concat" [label="[1, 32, 14, 14]", style=solid]; -"626 DequantizeLinear_/features/denseblock3/denselayer19/conv2/Conv_output_0_1" -> "643 /features/denseblock3/denselayer21/Concat" [label="[1, 32, 14, 14]", style=solid]; -"626 DequantizeLinear_/features/denseblock3/denselayer19/conv2/Conv_output_0_1" -> "659 /features/denseblock3/denselayer22/Concat" [label="[1, 32, 14, 14]", style=solid]; -"626 DequantizeLinear_/features/denseblock3/denselayer19/conv2/Conv_output_0_1" -> "675 /features/denseblock3/denselayer23/Concat" [label="[1, 32, 14, 14]", style=solid]; -"626 DequantizeLinear_/features/denseblock3/denselayer19/conv2/Conv_output_0_1" -> "691 /features/denseblock3/denselayer24/Concat" [label="[1, 32, 14, 14]", style=solid]; -"626 DequantizeLinear_/features/denseblock3/denselayer19/conv2/Conv_output_0_1" -> "707 /features/denseblock3/Concat" [label="[1, 32, 14, 14]", style=solid]; -"627 /features/denseblock3/denselayer20/Concat" -> "628 /features/denseblock3/denselayer20/norm1/BatchNormalization" [label="[1, 864, 14, 14]", style=solid]; -"628 /features/denseblock3/denselayer20/norm1/BatchNormalization" -> "629 /features/denseblock3/denselayer20/relu1/Relu" [label="[1, 864, 14, 14]", style=solid]; -"629 /features/denseblock3/denselayer20/relu1/Relu" -> "630 QuantizeLinear_/features/denseblock3/denselayer20/relu1/Relu_output_0_1" [label="[1, 864, 14, 14]", style=solid]; -"630 QuantizeLinear_/features/denseblock3/denselayer20/relu1/Relu_output_0_1" -> "631 DequantizeLinear_/features/denseblock3/denselayer20/relu1/Relu_output_0_1" [label="[1, 864, 14, 14]", style=dashed]; -"631 DequantizeLinear_/features/denseblock3/denselayer20/relu1/Relu_output_0_1" -> "634 /features/denseblock3/denselayer20/conv1/Conv" [label="[1, 864, 14, 14]", style=solid]; -"632 QuantizeLinear_onnx^^Conv_1274_1" -> "633 DequantizeLinear_onnx^^Conv_1274_1" [label="[128, 864, 1, 1]", style=dashed]; -"633 DequantizeLinear_onnx^^Conv_1274_1" -> "634 /features/denseblock3/denselayer20/conv1/Conv" [label="[128, 864, 1, 1]", style=solid]; -"634 /features/denseblock3/denselayer20/conv1/Conv" -> "635 /features/denseblock3/denselayer20/relu2/Relu" [label="[1, 128, 14, 14]", style=solid]; -"635 /features/denseblock3/denselayer20/relu2/Relu" -> "636 QuantizeLinear_/features/denseblock3/denselayer20/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=solid]; -"636 QuantizeLinear_/features/denseblock3/denselayer20/relu2/Relu_output_0_1" -> "637 DequantizeLinear_/features/denseblock3/denselayer20/relu2/Relu_output_0_1" [label="[1, 128, 14, 14]", style=dashed]; -"637 DequantizeLinear_/features/denseblock3/denselayer20/relu2/Relu_output_0_1" -> "640 /features/denseblock3/denselayer20/conv2/Conv" [label="[1, 128, 14, 14]", style=solid]; -"638 QuantizeLinear_features.denseblock3.denselayer20.conv2.weight_1" -> "639 DequantizeLinear_features.denseblock3.denselayer20.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"639 DequantizeLinear_features.denseblock3.denselayer20.conv2.weight_1" -> "640 /features/denseblock3/denselayer20/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"640 /features/denseblock3/denselayer20/conv2/Conv" -> "641 QuantizeLinear_/features/denseblock3/denselayer20/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=solid]; -"641 QuantizeLinear_/features/denseblock3/denselayer20/conv2/Conv_output_0_1" -> "642 DequantizeLinear_/features/denseblock3/denselayer20/conv2/Conv_output_0_1" [label="[1, 32, 14, 14]", style=dashed]; -"642 DequantizeLinear_/features/denseblock3/denselayer20/conv2/Conv_output_0_1" -> "643 /features/denseblock3/denselayer21/Concat" [label="[1, 32, 14, 14]", style=solid]; -"642 DequantizeLinear_/features/denseblock3/denselayer20/conv2/Conv_output_0_1" -> "659 /features/denseblock3/denselayer22/Concat" [label="[1, 32, 14, 14]", style=solid]; -"642 DequantizeLinear_/features/denseblock3/denselayer20/conv2/Conv_output_0_1" -> "675 /features/denseblock3/denselayer23/Concat" [label="[1, 32, 14, 14]", style=solid]; -"642 DequantizeLinear_/features/denseblock3/denselayer20/conv2/Conv_output_0_1" -> "691 /features/denseblock3/denselayer24/Concat" [label="[1, 32, 14, 14]", style=solid]; -"642 DequantizeLinear_/features/denseblock3/denselayer20/conv2/Conv_output_0_1" -> "707 /features/denseblock3/Concat" [label="[1, 32, 14, 14]", style=solid]; -"643 /features/denseblock3/denselayer21/Concat" -> "644 /features/denseblock3/denselayer21/norm1/BatchNormalization" [label="[1, 896, 14, 14]", style=solid]; -"644 /features/denseblock3/denselayer21/norm1/BatchNormalization" -> "645 /features/denseblock3/denselayer21/relu1/Relu" [label="[1, 896, 14, 14]", style=solid]; -"645 /features/denseblock3/denselayer21/relu1/Relu" -> "646 QuantizeLinear_/features/denseblock3/denselayer21/relu1/Relu_output_0_1" [label="[1, 896, 14, 14]", style=solid]; -"646 QuantizeLinear_/features/denseblock3/denselayer21/relu1/Relu_output_0_1" -> "647 DequantizeLinear_/features/denseblock3/denselayer21/relu1/Relu_output_0_1" [label="[1, 896, 14, 14]", style=dashed]; -"647 DequantizeLinear_/features/denseblock3/denselayer21/relu1/Relu_output_0_1" -> "650 /features/denseblock3/denselayer21/conv1/Conv" [label="[1, 896, 14, 14]", style=solid]; -"648 QuantizeLinear_onnx^^Conv_1277_1" -> "649 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DequantizeLinear_onnx^^Conv_1289_1" -> "727 /features/denseblock4/denselayer1/conv1/Conv" [label="[128, 512, 1, 1]", style=solid]; -"727 /features/denseblock4/denselayer1/conv1/Conv" -> "728 /features/denseblock4/denselayer1/relu2/Relu" [label="[1, 128, 7, 7]", style=solid]; -"728 /features/denseblock4/denselayer1/relu2/Relu" -> "729 QuantizeLinear_/features/denseblock4/denselayer1/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"729 QuantizeLinear_/features/denseblock4/denselayer1/relu2/Relu_output_0_1" -> "730 DequantizeLinear_/features/denseblock4/denselayer1/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"730 DequantizeLinear_/features/denseblock4/denselayer1/relu2/Relu_output_0_1" -> "733 /features/denseblock4/denselayer1/conv2/Conv" [label="[1, 128, 7, 7]", style=solid]; -"731 QuantizeLinear_features.denseblock4.denselayer1.conv2.weight_1" -> "732 DequantizeLinear_features.denseblock4.denselayer1.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"732 DequantizeLinear_features.denseblock4.denselayer1.conv2.weight_1" -> "733 /features/denseblock4/denselayer1/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"733 /features/denseblock4/denselayer1/conv2/Conv" -> "734 QuantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"734 QuantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "736 /features/denseblock4/denselayer2/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "752 /features/denseblock4/denselayer3/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "768 /features/denseblock4/denselayer4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "784 /features/denseblock4/denselayer5/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "800 /features/denseblock4/denselayer6/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "816 /features/denseblock4/denselayer7/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "832 /features/denseblock4/denselayer8/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "848 /features/denseblock4/denselayer9/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "864 /features/denseblock4/denselayer10/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "880 /features/denseblock4/denselayer11/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "896 /features/denseblock4/denselayer12/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "912 /features/denseblock4/denselayer13/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "928 /features/denseblock4/denselayer14/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "944 /features/denseblock4/denselayer15/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "960 /features/denseblock4/denselayer16/Concat" [label="[1, 32, 7, 7]", style=solid]; -"735 DequantizeLinear_/features/denseblock4/denselayer1/conv2/Conv_output_0_1" -> "976 /features/denseblock4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"736 /features/denseblock4/denselayer2/Concat" -> "737 /features/denseblock4/denselayer2/norm1/BatchNormalization" [label="[1, 544, 7, 7]", style=solid]; -"737 /features/denseblock4/denselayer2/norm1/BatchNormalization" -> "738 /features/denseblock4/denselayer2/relu1/Relu" [label="[1, 544, 7, 7]", style=solid]; -"738 /features/denseblock4/denselayer2/relu1/Relu" -> "739 QuantizeLinear_/features/denseblock4/denselayer2/relu1/Relu_output_0_1" [label="[1, 544, 7, 7]", style=solid]; -"739 QuantizeLinear_/features/denseblock4/denselayer2/relu1/Relu_output_0_1" -> "740 DequantizeLinear_/features/denseblock4/denselayer2/relu1/Relu_output_0_1" [label="[1, 544, 7, 7]", style=dashed]; -"740 DequantizeLinear_/features/denseblock4/denselayer2/relu1/Relu_output_0_1" -> "743 /features/denseblock4/denselayer2/conv1/Conv" [label="[1, 544, 7, 7]", style=solid]; -"741 QuantizeLinear_onnx^^Conv_1292_1" -> "742 DequantizeLinear_onnx^^Conv_1292_1" [label="[128, 544, 1, 1]", style=dashed]; -"742 DequantizeLinear_onnx^^Conv_1292_1" -> "743 /features/denseblock4/denselayer2/conv1/Conv" [label="[128, 544, 1, 1]", style=solid]; -"743 /features/denseblock4/denselayer2/conv1/Conv" -> "744 /features/denseblock4/denselayer2/relu2/Relu" [label="[1, 128, 7, 7]", style=solid]; -"744 /features/denseblock4/denselayer2/relu2/Relu" -> "745 QuantizeLinear_/features/denseblock4/denselayer2/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"745 QuantizeLinear_/features/denseblock4/denselayer2/relu2/Relu_output_0_1" -> "746 DequantizeLinear_/features/denseblock4/denselayer2/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"746 DequantizeLinear_/features/denseblock4/denselayer2/relu2/Relu_output_0_1" -> "749 /features/denseblock4/denselayer2/conv2/Conv" [label="[1, 128, 7, 7]", style=solid]; -"747 QuantizeLinear_features.denseblock4.denselayer2.conv2.weight_1" -> "748 DequantizeLinear_features.denseblock4.denselayer2.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"748 DequantizeLinear_features.denseblock4.denselayer2.conv2.weight_1" -> "749 /features/denseblock4/denselayer2/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"749 /features/denseblock4/denselayer2/conv2/Conv" -> "750 QuantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"750 QuantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "752 /features/denseblock4/denselayer3/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "768 /features/denseblock4/denselayer4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "784 /features/denseblock4/denselayer5/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "800 /features/denseblock4/denselayer6/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "816 /features/denseblock4/denselayer7/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "832 /features/denseblock4/denselayer8/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "848 /features/denseblock4/denselayer9/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "864 /features/denseblock4/denselayer10/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "880 /features/denseblock4/denselayer11/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "896 /features/denseblock4/denselayer12/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "912 /features/denseblock4/denselayer13/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "928 /features/denseblock4/denselayer14/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "944 /features/denseblock4/denselayer15/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "960 /features/denseblock4/denselayer16/Concat" [label="[1, 32, 7, 7]", style=solid]; -"751 DequantizeLinear_/features/denseblock4/denselayer2/conv2/Conv_output_0_1" -> "976 /features/denseblock4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"752 /features/denseblock4/denselayer3/Concat" -> "753 /features/denseblock4/denselayer3/norm1/BatchNormalization" [label="[1, 576, 7, 7]", style=solid]; -"753 /features/denseblock4/denselayer3/norm1/BatchNormalization" -> "754 /features/denseblock4/denselayer3/relu1/Relu" [label="[1, 576, 7, 7]", style=solid]; -"754 /features/denseblock4/denselayer3/relu1/Relu" -> "755 QuantizeLinear_/features/denseblock4/denselayer3/relu1/Relu_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"755 QuantizeLinear_/features/denseblock4/denselayer3/relu1/Relu_output_0_1" -> "756 DequantizeLinear_/features/denseblock4/denselayer3/relu1/Relu_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"756 DequantizeLinear_/features/denseblock4/denselayer3/relu1/Relu_output_0_1" -> "759 /features/denseblock4/denselayer3/conv1/Conv" [label="[1, 576, 7, 7]", style=solid]; -"757 QuantizeLinear_onnx^^Conv_1295_1" -> "758 DequantizeLinear_onnx^^Conv_1295_1" [label="[128, 576, 1, 1]", style=dashed]; -"758 DequantizeLinear_onnx^^Conv_1295_1" -> "759 /features/denseblock4/denselayer3/conv1/Conv" [label="[128, 576, 1, 1]", style=solid]; -"759 /features/denseblock4/denselayer3/conv1/Conv" -> "760 /features/denseblock4/denselayer3/relu2/Relu" [label="[1, 128, 7, 7]", style=solid]; -"760 /features/denseblock4/denselayer3/relu2/Relu" -> "761 QuantizeLinear_/features/denseblock4/denselayer3/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"761 QuantizeLinear_/features/denseblock4/denselayer3/relu2/Relu_output_0_1" -> "762 DequantizeLinear_/features/denseblock4/denselayer3/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"762 DequantizeLinear_/features/denseblock4/denselayer3/relu2/Relu_output_0_1" -> "765 /features/denseblock4/denselayer3/conv2/Conv" [label="[1, 128, 7, 7]", style=solid]; -"763 QuantizeLinear_features.denseblock4.denselayer3.conv2.weight_1" -> "764 DequantizeLinear_features.denseblock4.denselayer3.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"764 DequantizeLinear_features.denseblock4.denselayer3.conv2.weight_1" -> "765 /features/denseblock4/denselayer3/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"765 /features/denseblock4/denselayer3/conv2/Conv" -> "766 QuantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"766 QuantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "768 /features/denseblock4/denselayer4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "784 /features/denseblock4/denselayer5/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "800 /features/denseblock4/denselayer6/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "816 /features/denseblock4/denselayer7/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "832 /features/denseblock4/denselayer8/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "848 /features/denseblock4/denselayer9/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "864 /features/denseblock4/denselayer10/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "880 /features/denseblock4/denselayer11/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "896 /features/denseblock4/denselayer12/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "912 /features/denseblock4/denselayer13/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "928 /features/denseblock4/denselayer14/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "944 /features/denseblock4/denselayer15/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "960 /features/denseblock4/denselayer16/Concat" [label="[1, 32, 7, 7]", style=solid]; -"767 DequantizeLinear_/features/denseblock4/denselayer3/conv2/Conv_output_0_1" -> "976 /features/denseblock4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"768 /features/denseblock4/denselayer4/Concat" -> "769 /features/denseblock4/denselayer4/norm1/BatchNormalization" [label="[1, 608, 7, 7]", style=solid]; -"769 /features/denseblock4/denselayer4/norm1/BatchNormalization" -> "770 /features/denseblock4/denselayer4/relu1/Relu" [label="[1, 608, 7, 7]", style=solid]; -"770 /features/denseblock4/denselayer4/relu1/Relu" -> "771 QuantizeLinear_/features/denseblock4/denselayer4/relu1/Relu_output_0_1" [label="[1, 608, 7, 7]", style=solid]; -"771 QuantizeLinear_/features/denseblock4/denselayer4/relu1/Relu_output_0_1" -> "772 DequantizeLinear_/features/denseblock4/denselayer4/relu1/Relu_output_0_1" [label="[1, 608, 7, 7]", style=dashed]; -"772 DequantizeLinear_/features/denseblock4/denselayer4/relu1/Relu_output_0_1" -> "775 /features/denseblock4/denselayer4/conv1/Conv" [label="[1, 608, 7, 7]", style=solid]; -"773 QuantizeLinear_onnx^^Conv_1298_1" -> "774 DequantizeLinear_onnx^^Conv_1298_1" [label="[128, 608, 1, 1]", style=dashed]; -"774 DequantizeLinear_onnx^^Conv_1298_1" -> "775 /features/denseblock4/denselayer4/conv1/Conv" [label="[128, 608, 1, 1]", style=solid]; -"775 /features/denseblock4/denselayer4/conv1/Conv" -> "776 /features/denseblock4/denselayer4/relu2/Relu" [label="[1, 128, 7, 7]", style=solid]; -"776 /features/denseblock4/denselayer4/relu2/Relu" -> "777 QuantizeLinear_/features/denseblock4/denselayer4/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"777 QuantizeLinear_/features/denseblock4/denselayer4/relu2/Relu_output_0_1" -> "778 DequantizeLinear_/features/denseblock4/denselayer4/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"778 DequantizeLinear_/features/denseblock4/denselayer4/relu2/Relu_output_0_1" -> "781 /features/denseblock4/denselayer4/conv2/Conv" [label="[1, 128, 7, 7]", style=solid]; -"779 QuantizeLinear_features.denseblock4.denselayer4.conv2.weight_1" -> "780 DequantizeLinear_features.denseblock4.denselayer4.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"780 DequantizeLinear_features.denseblock4.denselayer4.conv2.weight_1" -> "781 /features/denseblock4/denselayer4/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"781 /features/denseblock4/denselayer4/conv2/Conv" -> "782 QuantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"782 QuantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "784 /features/denseblock4/denselayer5/Concat" [label="[1, 32, 7, 7]", style=solid]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "800 /features/denseblock4/denselayer6/Concat" [label="[1, 32, 7, 7]", style=solid]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "816 /features/denseblock4/denselayer7/Concat" [label="[1, 32, 7, 7]", style=solid]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "832 /features/denseblock4/denselayer8/Concat" [label="[1, 32, 7, 7]", style=solid]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "848 /features/denseblock4/denselayer9/Concat" [label="[1, 32, 7, 7]", style=solid]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "864 /features/denseblock4/denselayer10/Concat" [label="[1, 32, 7, 7]", style=solid]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "880 /features/denseblock4/denselayer11/Concat" [label="[1, 32, 7, 7]", style=solid]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "896 /features/denseblock4/denselayer12/Concat" [label="[1, 32, 7, 7]", style=solid]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "912 /features/denseblock4/denselayer13/Concat" [label="[1, 32, 7, 7]", style=solid]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "928 /features/denseblock4/denselayer14/Concat" [label="[1, 32, 7, 7]", style=solid]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "944 /features/denseblock4/denselayer15/Concat" [label="[1, 32, 7, 7]", style=solid]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "960 /features/denseblock4/denselayer16/Concat" [label="[1, 32, 7, 7]", style=solid]; -"783 DequantizeLinear_/features/denseblock4/denselayer4/conv2/Conv_output_0_1" -> "976 /features/denseblock4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"784 /features/denseblock4/denselayer5/Concat" -> "785 /features/denseblock4/denselayer5/norm1/BatchNormalization" [label="[1, 640, 7, 7]", style=solid]; -"785 /features/denseblock4/denselayer5/norm1/BatchNormalization" -> "786 /features/denseblock4/denselayer5/relu1/Relu" [label="[1, 640, 7, 7]", style=solid]; -"786 /features/denseblock4/denselayer5/relu1/Relu" -> "787 QuantizeLinear_/features/denseblock4/denselayer5/relu1/Relu_output_0_1" [label="[1, 640, 7, 7]", style=solid]; -"787 QuantizeLinear_/features/denseblock4/denselayer5/relu1/Relu_output_0_1" -> "788 DequantizeLinear_/features/denseblock4/denselayer5/relu1/Relu_output_0_1" [label="[1, 640, 7, 7]", style=dashed]; -"788 DequantizeLinear_/features/denseblock4/denselayer5/relu1/Relu_output_0_1" -> "791 /features/denseblock4/denselayer5/conv1/Conv" [label="[1, 640, 7, 7]", style=solid]; -"789 QuantizeLinear_onnx^^Conv_1301_1" -> "790 DequantizeLinear_onnx^^Conv_1301_1" [label="[128, 640, 1, 1]", style=dashed]; -"790 DequantizeLinear_onnx^^Conv_1301_1" -> "791 /features/denseblock4/denselayer5/conv1/Conv" [label="[128, 640, 1, 1]", style=solid]; -"791 /features/denseblock4/denselayer5/conv1/Conv" -> "792 /features/denseblock4/denselayer5/relu2/Relu" [label="[1, 128, 7, 7]", style=solid]; -"792 /features/denseblock4/denselayer5/relu2/Relu" -> "793 QuantizeLinear_/features/denseblock4/denselayer5/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"793 QuantizeLinear_/features/denseblock4/denselayer5/relu2/Relu_output_0_1" -> "794 DequantizeLinear_/features/denseblock4/denselayer5/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"794 DequantizeLinear_/features/denseblock4/denselayer5/relu2/Relu_output_0_1" -> "797 /features/denseblock4/denselayer5/conv2/Conv" [label="[1, 128, 7, 7]", style=solid]; -"795 QuantizeLinear_features.denseblock4.denselayer5.conv2.weight_1" -> "796 DequantizeLinear_features.denseblock4.denselayer5.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"796 DequantizeLinear_features.denseblock4.denselayer5.conv2.weight_1" -> "797 /features/denseblock4/denselayer5/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"797 /features/denseblock4/denselayer5/conv2/Conv" -> "798 QuantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"798 QuantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "800 /features/denseblock4/denselayer6/Concat" [label="[1, 32, 7, 7]", style=solid]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "816 /features/denseblock4/denselayer7/Concat" [label="[1, 32, 7, 7]", style=solid]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "832 /features/denseblock4/denselayer8/Concat" [label="[1, 32, 7, 7]", style=solid]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "848 /features/denseblock4/denselayer9/Concat" [label="[1, 32, 7, 7]", style=solid]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "864 /features/denseblock4/denselayer10/Concat" [label="[1, 32, 7, 7]", style=solid]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "880 /features/denseblock4/denselayer11/Concat" [label="[1, 32, 7, 7]", style=solid]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "896 /features/denseblock4/denselayer12/Concat" [label="[1, 32, 7, 7]", style=solid]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "912 /features/denseblock4/denselayer13/Concat" [label="[1, 32, 7, 7]", style=solid]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "928 /features/denseblock4/denselayer14/Concat" [label="[1, 32, 7, 7]", style=solid]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "944 /features/denseblock4/denselayer15/Concat" [label="[1, 32, 7, 7]", style=solid]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "960 /features/denseblock4/denselayer16/Concat" [label="[1, 32, 7, 7]", style=solid]; -"799 DequantizeLinear_/features/denseblock4/denselayer5/conv2/Conv_output_0_1" -> "976 /features/denseblock4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"800 /features/denseblock4/denselayer6/Concat" -> "801 /features/denseblock4/denselayer6/norm1/BatchNormalization" [label="[1, 672, 7, 7]", style=solid]; -"801 /features/denseblock4/denselayer6/norm1/BatchNormalization" -> "802 /features/denseblock4/denselayer6/relu1/Relu" [label="[1, 672, 7, 7]", style=solid]; -"802 /features/denseblock4/denselayer6/relu1/Relu" -> "803 QuantizeLinear_/features/denseblock4/denselayer6/relu1/Relu_output_0_1" [label="[1, 672, 7, 7]", style=solid]; -"803 QuantizeLinear_/features/denseblock4/denselayer6/relu1/Relu_output_0_1" -> "804 DequantizeLinear_/features/denseblock4/denselayer6/relu1/Relu_output_0_1" [label="[1, 672, 7, 7]", style=dashed]; -"804 DequantizeLinear_/features/denseblock4/denselayer6/relu1/Relu_output_0_1" -> "807 /features/denseblock4/denselayer6/conv1/Conv" [label="[1, 672, 7, 7]", style=solid]; -"805 QuantizeLinear_onnx^^Conv_1304_1" -> "806 DequantizeLinear_onnx^^Conv_1304_1" [label="[128, 672, 1, 1]", style=dashed]; -"806 DequantizeLinear_onnx^^Conv_1304_1" -> "807 /features/denseblock4/denselayer6/conv1/Conv" [label="[128, 672, 1, 1]", style=solid]; -"807 /features/denseblock4/denselayer6/conv1/Conv" -> "808 /features/denseblock4/denselayer6/relu2/Relu" [label="[1, 128, 7, 7]", style=solid]; -"808 /features/denseblock4/denselayer6/relu2/Relu" -> "809 QuantizeLinear_/features/denseblock4/denselayer6/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"809 QuantizeLinear_/features/denseblock4/denselayer6/relu2/Relu_output_0_1" -> "810 DequantizeLinear_/features/denseblock4/denselayer6/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"810 DequantizeLinear_/features/denseblock4/denselayer6/relu2/Relu_output_0_1" -> "813 /features/denseblock4/denselayer6/conv2/Conv" [label="[1, 128, 7, 7]", style=solid]; -"811 QuantizeLinear_features.denseblock4.denselayer6.conv2.weight_1" -> "812 DequantizeLinear_features.denseblock4.denselayer6.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"812 DequantizeLinear_features.denseblock4.denselayer6.conv2.weight_1" -> "813 /features/denseblock4/denselayer6/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"813 /features/denseblock4/denselayer6/conv2/Conv" -> "814 QuantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"814 QuantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" -> "815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" -> "816 /features/denseblock4/denselayer7/Concat" [label="[1, 32, 7, 7]", style=solid]; -"815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" -> "832 /features/denseblock4/denselayer8/Concat" [label="[1, 32, 7, 7]", style=solid]; -"815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" -> "848 /features/denseblock4/denselayer9/Concat" [label="[1, 32, 7, 7]", style=solid]; -"815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" -> "864 /features/denseblock4/denselayer10/Concat" [label="[1, 32, 7, 7]", style=solid]; -"815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" -> "880 /features/denseblock4/denselayer11/Concat" [label="[1, 32, 7, 7]", style=solid]; -"815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" -> "896 /features/denseblock4/denselayer12/Concat" [label="[1, 32, 7, 7]", style=solid]; -"815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" -> "912 /features/denseblock4/denselayer13/Concat" [label="[1, 32, 7, 7]", style=solid]; -"815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" -> "928 /features/denseblock4/denselayer14/Concat" [label="[1, 32, 7, 7]", style=solid]; -"815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" -> "944 /features/denseblock4/denselayer15/Concat" [label="[1, 32, 7, 7]", style=solid]; -"815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" -> "960 /features/denseblock4/denselayer16/Concat" [label="[1, 32, 7, 7]", style=solid]; -"815 DequantizeLinear_/features/denseblock4/denselayer6/conv2/Conv_output_0_1" -> "976 /features/denseblock4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"816 /features/denseblock4/denselayer7/Concat" -> "817 /features/denseblock4/denselayer7/norm1/BatchNormalization" [label="[1, 704, 7, 7]", style=solid]; -"817 /features/denseblock4/denselayer7/norm1/BatchNormalization" -> "818 /features/denseblock4/denselayer7/relu1/Relu" [label="[1, 704, 7, 7]", style=solid]; -"818 /features/denseblock4/denselayer7/relu1/Relu" -> "819 QuantizeLinear_/features/denseblock4/denselayer7/relu1/Relu_output_0_1" [label="[1, 704, 7, 7]", style=solid]; -"819 QuantizeLinear_/features/denseblock4/denselayer7/relu1/Relu_output_0_1" -> "820 DequantizeLinear_/features/denseblock4/denselayer7/relu1/Relu_output_0_1" [label="[1, 704, 7, 7]", style=dashed]; -"820 DequantizeLinear_/features/denseblock4/denselayer7/relu1/Relu_output_0_1" -> "823 /features/denseblock4/denselayer7/conv1/Conv" [label="[1, 704, 7, 7]", style=solid]; -"821 QuantizeLinear_onnx^^Conv_1307_1" -> "822 DequantizeLinear_onnx^^Conv_1307_1" [label="[128, 704, 1, 1]", style=dashed]; -"822 DequantizeLinear_onnx^^Conv_1307_1" -> "823 /features/denseblock4/denselayer7/conv1/Conv" [label="[128, 704, 1, 1]", style=solid]; -"823 /features/denseblock4/denselayer7/conv1/Conv" -> "824 /features/denseblock4/denselayer7/relu2/Relu" [label="[1, 128, 7, 7]", style=solid]; -"824 /features/denseblock4/denselayer7/relu2/Relu" -> "825 QuantizeLinear_/features/denseblock4/denselayer7/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"825 QuantizeLinear_/features/denseblock4/denselayer7/relu2/Relu_output_0_1" -> "826 DequantizeLinear_/features/denseblock4/denselayer7/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"826 DequantizeLinear_/features/denseblock4/denselayer7/relu2/Relu_output_0_1" -> "829 /features/denseblock4/denselayer7/conv2/Conv" [label="[1, 128, 7, 7]", style=solid]; -"827 QuantizeLinear_features.denseblock4.denselayer7.conv2.weight_1" -> "828 DequantizeLinear_features.denseblock4.denselayer7.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"828 DequantizeLinear_features.denseblock4.denselayer7.conv2.weight_1" -> "829 /features/denseblock4/denselayer7/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"829 /features/denseblock4/denselayer7/conv2/Conv" -> "830 QuantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"830 QuantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" -> "831 DequantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"831 DequantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" -> "832 /features/denseblock4/denselayer8/Concat" [label="[1, 32, 7, 7]", style=solid]; -"831 DequantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" -> "848 /features/denseblock4/denselayer9/Concat" [label="[1, 32, 7, 7]", style=solid]; -"831 DequantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" -> "864 /features/denseblock4/denselayer10/Concat" [label="[1, 32, 7, 7]", style=solid]; -"831 DequantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" -> "880 /features/denseblock4/denselayer11/Concat" [label="[1, 32, 7, 7]", style=solid]; -"831 DequantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" -> "896 /features/denseblock4/denselayer12/Concat" [label="[1, 32, 7, 7]", style=solid]; -"831 DequantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" -> "912 /features/denseblock4/denselayer13/Concat" [label="[1, 32, 7, 7]", style=solid]; -"831 DequantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" -> "928 /features/denseblock4/denselayer14/Concat" [label="[1, 32, 7, 7]", style=solid]; -"831 DequantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" -> "944 /features/denseblock4/denselayer15/Concat" [label="[1, 32, 7, 7]", style=solid]; -"831 DequantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" -> "960 /features/denseblock4/denselayer16/Concat" [label="[1, 32, 7, 7]", style=solid]; -"831 DequantizeLinear_/features/denseblock4/denselayer7/conv2/Conv_output_0_1" -> "976 /features/denseblock4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"832 /features/denseblock4/denselayer8/Concat" -> "833 /features/denseblock4/denselayer8/norm1/BatchNormalization" [label="[1, 736, 7, 7]", style=solid]; -"833 /features/denseblock4/denselayer8/norm1/BatchNormalization" -> "834 /features/denseblock4/denselayer8/relu1/Relu" [label="[1, 736, 7, 7]", style=solid]; -"834 /features/denseblock4/denselayer8/relu1/Relu" -> "835 QuantizeLinear_/features/denseblock4/denselayer8/relu1/Relu_output_0_1" [label="[1, 736, 7, 7]", style=solid]; -"835 QuantizeLinear_/features/denseblock4/denselayer8/relu1/Relu_output_0_1" -> "836 DequantizeLinear_/features/denseblock4/denselayer8/relu1/Relu_output_0_1" [label="[1, 736, 7, 7]", style=dashed]; -"836 DequantizeLinear_/features/denseblock4/denselayer8/relu1/Relu_output_0_1" -> "839 /features/denseblock4/denselayer8/conv1/Conv" [label="[1, 736, 7, 7]", style=solid]; -"837 QuantizeLinear_onnx^^Conv_1310_1" -> "838 DequantizeLinear_onnx^^Conv_1310_1" [label="[128, 736, 1, 1]", style=dashed]; -"838 DequantizeLinear_onnx^^Conv_1310_1" -> "839 /features/denseblock4/denselayer8/conv1/Conv" [label="[128, 736, 1, 1]", style=solid]; -"839 /features/denseblock4/denselayer8/conv1/Conv" -> "840 /features/denseblock4/denselayer8/relu2/Relu" [label="[1, 128, 7, 7]", style=solid]; -"840 /features/denseblock4/denselayer8/relu2/Relu" -> "841 QuantizeLinear_/features/denseblock4/denselayer8/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"841 QuantizeLinear_/features/denseblock4/denselayer8/relu2/Relu_output_0_1" -> "842 DequantizeLinear_/features/denseblock4/denselayer8/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"842 DequantizeLinear_/features/denseblock4/denselayer8/relu2/Relu_output_0_1" -> "845 /features/denseblock4/denselayer8/conv2/Conv" [label="[1, 128, 7, 7]", style=solid]; -"843 QuantizeLinear_features.denseblock4.denselayer8.conv2.weight_1" -> "844 DequantizeLinear_features.denseblock4.denselayer8.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"844 DequantizeLinear_features.denseblock4.denselayer8.conv2.weight_1" -> "845 /features/denseblock4/denselayer8/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"845 /features/denseblock4/denselayer8/conv2/Conv" -> "846 QuantizeLinear_/features/denseblock4/denselayer8/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"846 QuantizeLinear_/features/denseblock4/denselayer8/conv2/Conv_output_0_1" -> "847 DequantizeLinear_/features/denseblock4/denselayer8/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"847 DequantizeLinear_/features/denseblock4/denselayer8/conv2/Conv_output_0_1" -> "848 /features/denseblock4/denselayer9/Concat" [label="[1, 32, 7, 7]", style=solid]; -"847 DequantizeLinear_/features/denseblock4/denselayer8/conv2/Conv_output_0_1" -> "864 /features/denseblock4/denselayer10/Concat" [label="[1, 32, 7, 7]", style=solid]; -"847 DequantizeLinear_/features/denseblock4/denselayer8/conv2/Conv_output_0_1" -> "880 /features/denseblock4/denselayer11/Concat" [label="[1, 32, 7, 7]", style=solid]; -"847 DequantizeLinear_/features/denseblock4/denselayer8/conv2/Conv_output_0_1" -> 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/features/denseblock4/denselayer9/norm1/BatchNormalization" [label="[1, 768, 7, 7]", style=solid]; -"849 /features/denseblock4/denselayer9/norm1/BatchNormalization" -> "850 /features/denseblock4/denselayer9/relu1/Relu" [label="[1, 768, 7, 7]", style=solid]; -"850 /features/denseblock4/denselayer9/relu1/Relu" -> "851 QuantizeLinear_/features/denseblock4/denselayer9/relu1/Relu_output_0_1" [label="[1, 768, 7, 7]", style=solid]; -"851 QuantizeLinear_/features/denseblock4/denselayer9/relu1/Relu_output_0_1" -> "852 DequantizeLinear_/features/denseblock4/denselayer9/relu1/Relu_output_0_1" [label="[1, 768, 7, 7]", style=dashed]; -"852 DequantizeLinear_/features/denseblock4/denselayer9/relu1/Relu_output_0_1" -> "855 /features/denseblock4/denselayer9/conv1/Conv" [label="[1, 768, 7, 7]", style=solid]; -"853 QuantizeLinear_onnx^^Conv_1313_1" -> "854 DequantizeLinear_onnx^^Conv_1313_1" [label="[128, 768, 1, 1]", style=dashed]; -"854 DequantizeLinear_onnx^^Conv_1313_1" -> "855 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DequantizeLinear_features.denseblock4.denselayer9.conv2.weight_1" -> "861 /features/denseblock4/denselayer9/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"861 /features/denseblock4/denselayer9/conv2/Conv" -> "862 QuantizeLinear_/features/denseblock4/denselayer9/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"862 QuantizeLinear_/features/denseblock4/denselayer9/conv2/Conv_output_0_1" -> "863 DequantizeLinear_/features/denseblock4/denselayer9/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"863 DequantizeLinear_/features/denseblock4/denselayer9/conv2/Conv_output_0_1" -> "864 /features/denseblock4/denselayer10/Concat" [label="[1, 32, 7, 7]", style=solid]; -"863 DequantizeLinear_/features/denseblock4/denselayer9/conv2/Conv_output_0_1" -> "880 /features/denseblock4/denselayer11/Concat" [label="[1, 32, 7, 7]", style=solid]; -"863 DequantizeLinear_/features/denseblock4/denselayer9/conv2/Conv_output_0_1" -> "896 /features/denseblock4/denselayer12/Concat" [label="[1, 32, 7, 7]", style=solid]; -"863 DequantizeLinear_/features/denseblock4/denselayer9/conv2/Conv_output_0_1" -> "912 /features/denseblock4/denselayer13/Concat" [label="[1, 32, 7, 7]", style=solid]; -"863 DequantizeLinear_/features/denseblock4/denselayer9/conv2/Conv_output_0_1" -> "928 /features/denseblock4/denselayer14/Concat" [label="[1, 32, 7, 7]", style=solid]; -"863 DequantizeLinear_/features/denseblock4/denselayer9/conv2/Conv_output_0_1" -> "944 /features/denseblock4/denselayer15/Concat" [label="[1, 32, 7, 7]", style=solid]; -"863 DequantizeLinear_/features/denseblock4/denselayer9/conv2/Conv_output_0_1" -> "960 /features/denseblock4/denselayer16/Concat" [label="[1, 32, 7, 7]", style=solid]; -"863 DequantizeLinear_/features/denseblock4/denselayer9/conv2/Conv_output_0_1" -> "976 /features/denseblock4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"864 /features/denseblock4/denselayer10/Concat" -> "865 /features/denseblock4/denselayer10/norm1/BatchNormalization" [label="[1, 800, 7, 7]", style=solid]; -"865 /features/denseblock4/denselayer10/norm1/BatchNormalization" -> "866 /features/denseblock4/denselayer10/relu1/Relu" [label="[1, 800, 7, 7]", style=solid]; -"866 /features/denseblock4/denselayer10/relu1/Relu" -> "867 QuantizeLinear_/features/denseblock4/denselayer10/relu1/Relu_output_0_1" [label="[1, 800, 7, 7]", style=solid]; -"867 QuantizeLinear_/features/denseblock4/denselayer10/relu1/Relu_output_0_1" -> "868 DequantizeLinear_/features/denseblock4/denselayer10/relu1/Relu_output_0_1" [label="[1, 800, 7, 7]", style=dashed]; -"868 DequantizeLinear_/features/denseblock4/denselayer10/relu1/Relu_output_0_1" -> "871 /features/denseblock4/denselayer10/conv1/Conv" [label="[1, 800, 7, 7]", style=solid]; -"869 QuantizeLinear_onnx^^Conv_1316_1" -> "870 DequantizeLinear_onnx^^Conv_1316_1" [label="[128, 800, 1, 1]", style=dashed]; -"870 DequantizeLinear_onnx^^Conv_1316_1" -> "871 /features/denseblock4/denselayer10/conv1/Conv" [label="[128, 800, 1, 1]", style=solid]; -"871 /features/denseblock4/denselayer10/conv1/Conv" -> "872 /features/denseblock4/denselayer10/relu2/Relu" [label="[1, 128, 7, 7]", style=solid]; -"872 /features/denseblock4/denselayer10/relu2/Relu" -> "873 QuantizeLinear_/features/denseblock4/denselayer10/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"873 QuantizeLinear_/features/denseblock4/denselayer10/relu2/Relu_output_0_1" -> "874 DequantizeLinear_/features/denseblock4/denselayer10/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"874 DequantizeLinear_/features/denseblock4/denselayer10/relu2/Relu_output_0_1" -> "877 /features/denseblock4/denselayer10/conv2/Conv" [label="[1, 128, 7, 7]", style=solid]; -"875 QuantizeLinear_features.denseblock4.denselayer10.conv2.weight_1" -> "876 DequantizeLinear_features.denseblock4.denselayer10.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"876 DequantizeLinear_features.denseblock4.denselayer10.conv2.weight_1" -> "877 /features/denseblock4/denselayer10/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"877 /features/denseblock4/denselayer10/conv2/Conv" -> "878 QuantizeLinear_/features/denseblock4/denselayer10/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"878 QuantizeLinear_/features/denseblock4/denselayer10/conv2/Conv_output_0_1" -> "879 DequantizeLinear_/features/denseblock4/denselayer10/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"879 DequantizeLinear_/features/denseblock4/denselayer10/conv2/Conv_output_0_1" -> "880 /features/denseblock4/denselayer11/Concat" [label="[1, 32, 7, 7]", style=solid]; -"879 DequantizeLinear_/features/denseblock4/denselayer10/conv2/Conv_output_0_1" -> "896 /features/denseblock4/denselayer12/Concat" [label="[1, 32, 7, 7]", style=solid]; -"879 DequantizeLinear_/features/denseblock4/denselayer10/conv2/Conv_output_0_1" -> "912 /features/denseblock4/denselayer13/Concat" [label="[1, 32, 7, 7]", style=solid]; -"879 DequantizeLinear_/features/denseblock4/denselayer10/conv2/Conv_output_0_1" -> "928 /features/denseblock4/denselayer14/Concat" [label="[1, 32, 7, 7]", style=solid]; -"879 DequantizeLinear_/features/denseblock4/denselayer10/conv2/Conv_output_0_1" -> "944 /features/denseblock4/denselayer15/Concat" [label="[1, 32, 7, 7]", style=solid]; -"879 DequantizeLinear_/features/denseblock4/denselayer10/conv2/Conv_output_0_1" -> "960 /features/denseblock4/denselayer16/Concat" [label="[1, 32, 7, 7]", style=solid]; -"879 DequantizeLinear_/features/denseblock4/denselayer10/conv2/Conv_output_0_1" -> "976 /features/denseblock4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"880 /features/denseblock4/denselayer11/Concat" -> "881 /features/denseblock4/denselayer11/norm1/BatchNormalization" [label="[1, 832, 7, 7]", style=solid]; -"881 /features/denseblock4/denselayer11/norm1/BatchNormalization" -> "882 /features/denseblock4/denselayer11/relu1/Relu" [label="[1, 832, 7, 7]", style=solid]; -"882 /features/denseblock4/denselayer11/relu1/Relu" -> "883 QuantizeLinear_/features/denseblock4/denselayer11/relu1/Relu_output_0_1" [label="[1, 832, 7, 7]", style=solid]; -"883 QuantizeLinear_/features/denseblock4/denselayer11/relu1/Relu_output_0_1" -> "884 DequantizeLinear_/features/denseblock4/denselayer11/relu1/Relu_output_0_1" [label="[1, 832, 7, 7]", style=dashed]; -"884 DequantizeLinear_/features/denseblock4/denselayer11/relu1/Relu_output_0_1" -> "887 /features/denseblock4/denselayer11/conv1/Conv" [label="[1, 832, 7, 7]", style=solid]; -"885 QuantizeLinear_onnx^^Conv_1319_1" -> "886 DequantizeLinear_onnx^^Conv_1319_1" [label="[128, 832, 1, 1]", style=dashed]; -"886 DequantizeLinear_onnx^^Conv_1319_1" -> "887 /features/denseblock4/denselayer11/conv1/Conv" [label="[128, 832, 1, 1]", style=solid]; -"887 /features/denseblock4/denselayer11/conv1/Conv" -> "888 /features/denseblock4/denselayer11/relu2/Relu" [label="[1, 128, 7, 7]", style=solid]; -"888 /features/denseblock4/denselayer11/relu2/Relu" -> "889 QuantizeLinear_/features/denseblock4/denselayer11/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"889 QuantizeLinear_/features/denseblock4/denselayer11/relu2/Relu_output_0_1" -> "890 DequantizeLinear_/features/denseblock4/denselayer11/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"890 DequantizeLinear_/features/denseblock4/denselayer11/relu2/Relu_output_0_1" -> "893 /features/denseblock4/denselayer11/conv2/Conv" [label="[1, 128, 7, 7]", style=solid]; -"891 QuantizeLinear_features.denseblock4.denselayer11.conv2.weight_1" -> "892 DequantizeLinear_features.denseblock4.denselayer11.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"892 DequantizeLinear_features.denseblock4.denselayer11.conv2.weight_1" -> "893 /features/denseblock4/denselayer11/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"893 /features/denseblock4/denselayer11/conv2/Conv" -> "894 QuantizeLinear_/features/denseblock4/denselayer11/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"894 QuantizeLinear_/features/denseblock4/denselayer11/conv2/Conv_output_0_1" -> "895 DequantizeLinear_/features/denseblock4/denselayer11/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"895 DequantizeLinear_/features/denseblock4/denselayer11/conv2/Conv_output_0_1" -> "896 /features/denseblock4/denselayer12/Concat" [label="[1, 32, 7, 7]", style=solid]; -"895 DequantizeLinear_/features/denseblock4/denselayer11/conv2/Conv_output_0_1" -> "912 /features/denseblock4/denselayer13/Concat" [label="[1, 32, 7, 7]", style=solid]; -"895 DequantizeLinear_/features/denseblock4/denselayer11/conv2/Conv_output_0_1" -> "928 /features/denseblock4/denselayer14/Concat" [label="[1, 32, 7, 7]", style=solid]; -"895 DequantizeLinear_/features/denseblock4/denselayer11/conv2/Conv_output_0_1" -> "944 /features/denseblock4/denselayer15/Concat" [label="[1, 32, 7, 7]", style=solid]; -"895 DequantizeLinear_/features/denseblock4/denselayer11/conv2/Conv_output_0_1" -> "960 /features/denseblock4/denselayer16/Concat" [label="[1, 32, 7, 7]", style=solid]; -"895 DequantizeLinear_/features/denseblock4/denselayer11/conv2/Conv_output_0_1" -> "976 /features/denseblock4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"896 /features/denseblock4/denselayer12/Concat" -> "897 /features/denseblock4/denselayer12/norm1/BatchNormalization" [label="[1, 864, 7, 7]", style=solid]; -"897 /features/denseblock4/denselayer12/norm1/BatchNormalization" -> "898 /features/denseblock4/denselayer12/relu1/Relu" [label="[1, 864, 7, 7]", style=solid]; -"898 /features/denseblock4/denselayer12/relu1/Relu" -> "899 QuantizeLinear_/features/denseblock4/denselayer12/relu1/Relu_output_0_1" [label="[1, 864, 7, 7]", style=solid]; -"899 QuantizeLinear_/features/denseblock4/denselayer12/relu1/Relu_output_0_1" -> "900 DequantizeLinear_/features/denseblock4/denselayer12/relu1/Relu_output_0_1" [label="[1, 864, 7, 7]", style=dashed]; -"900 DequantizeLinear_/features/denseblock4/denselayer12/relu1/Relu_output_0_1" -> "903 /features/denseblock4/denselayer12/conv1/Conv" [label="[1, 864, 7, 7]", style=solid]; -"901 QuantizeLinear_onnx^^Conv_1322_1" -> "902 DequantizeLinear_onnx^^Conv_1322_1" [label="[128, 864, 1, 1]", style=dashed]; -"902 DequantizeLinear_onnx^^Conv_1322_1" -> "903 /features/denseblock4/denselayer12/conv1/Conv" [label="[128, 864, 1, 1]", style=solid]; -"903 /features/denseblock4/denselayer12/conv1/Conv" -> "904 /features/denseblock4/denselayer12/relu2/Relu" [label="[1, 128, 7, 7]", style=solid]; -"904 /features/denseblock4/denselayer12/relu2/Relu" -> "905 QuantizeLinear_/features/denseblock4/denselayer12/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"905 QuantizeLinear_/features/denseblock4/denselayer12/relu2/Relu_output_0_1" -> "906 DequantizeLinear_/features/denseblock4/denselayer12/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"906 DequantizeLinear_/features/denseblock4/denselayer12/relu2/Relu_output_0_1" -> "909 /features/denseblock4/denselayer12/conv2/Conv" [label="[1, 128, 7, 7]", style=solid]; -"907 QuantizeLinear_features.denseblock4.denselayer12.conv2.weight_1" -> "908 DequantizeLinear_features.denseblock4.denselayer12.conv2.weight_1" [label="[32, 128, 3, 3]", style=dashed]; -"908 DequantizeLinear_features.denseblock4.denselayer12.conv2.weight_1" -> "909 /features/denseblock4/denselayer12/conv2/Conv" [label="[32, 128, 3, 3]", style=solid]; -"909 /features/denseblock4/denselayer12/conv2/Conv" -> "910 QuantizeLinear_/features/denseblock4/denselayer12/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"910 QuantizeLinear_/features/denseblock4/denselayer12/conv2/Conv_output_0_1" -> "911 DequantizeLinear_/features/denseblock4/denselayer12/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"911 DequantizeLinear_/features/denseblock4/denselayer12/conv2/Conv_output_0_1" -> "912 /features/denseblock4/denselayer13/Concat" [label="[1, 32, 7, 7]", style=solid]; -"911 DequantizeLinear_/features/denseblock4/denselayer12/conv2/Conv_output_0_1" -> "928 /features/denseblock4/denselayer14/Concat" [label="[1, 32, 7, 7]", style=solid]; -"911 DequantizeLinear_/features/denseblock4/denselayer12/conv2/Conv_output_0_1" -> "944 /features/denseblock4/denselayer15/Concat" [label="[1, 32, 7, 7]", style=solid]; -"911 DequantizeLinear_/features/denseblock4/denselayer12/conv2/Conv_output_0_1" -> "960 /features/denseblock4/denselayer16/Concat" [label="[1, 32, 7, 7]", style=solid]; -"911 DequantizeLinear_/features/denseblock4/denselayer12/conv2/Conv_output_0_1" -> "976 /features/denseblock4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"912 /features/denseblock4/denselayer13/Concat" -> "913 /features/denseblock4/denselayer13/norm1/BatchNormalization" [label="[1, 896, 7, 7]", style=solid]; -"913 /features/denseblock4/denselayer13/norm1/BatchNormalization" -> "914 /features/denseblock4/denselayer13/relu1/Relu" [label="[1, 896, 7, 7]", style=solid]; -"914 /features/denseblock4/denselayer13/relu1/Relu" -> "915 QuantizeLinear_/features/denseblock4/denselayer13/relu1/Relu_output_0_1" [label="[1, 896, 7, 7]", style=solid]; -"915 QuantizeLinear_/features/denseblock4/denselayer13/relu1/Relu_output_0_1" -> "916 DequantizeLinear_/features/denseblock4/denselayer13/relu1/Relu_output_0_1" [label="[1, 896, 7, 7]", style=dashed]; -"916 DequantizeLinear_/features/denseblock4/denselayer13/relu1/Relu_output_0_1" -> "919 /features/denseblock4/denselayer13/conv1/Conv" [label="[1, 896, 7, 7]", style=solid]; -"917 QuantizeLinear_onnx^^Conv_1325_1" -> "918 DequantizeLinear_onnx^^Conv_1325_1" [label="[128, 896, 1, 1]", style=dashed]; -"918 DequantizeLinear_onnx^^Conv_1325_1" -> "919 /features/denseblock4/denselayer13/conv1/Conv" [label="[128, 896, 1, 1]", style=solid]; -"919 /features/denseblock4/denselayer13/conv1/Conv" -> "920 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/features/denseblock4/denselayer13/conv2/Conv" -> "926 QuantizeLinear_/features/denseblock4/denselayer13/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=solid]; -"926 QuantizeLinear_/features/denseblock4/denselayer13/conv2/Conv_output_0_1" -> "927 DequantizeLinear_/features/denseblock4/denselayer13/conv2/Conv_output_0_1" [label="[1, 32, 7, 7]", style=dashed]; -"927 DequantizeLinear_/features/denseblock4/denselayer13/conv2/Conv_output_0_1" -> "928 /features/denseblock4/denselayer14/Concat" [label="[1, 32, 7, 7]", style=solid]; -"927 DequantizeLinear_/features/denseblock4/denselayer13/conv2/Conv_output_0_1" -> "944 /features/denseblock4/denselayer15/Concat" [label="[1, 32, 7, 7]", style=solid]; -"927 DequantizeLinear_/features/denseblock4/denselayer13/conv2/Conv_output_0_1" -> "960 /features/denseblock4/denselayer16/Concat" [label="[1, 32, 7, 7]", style=solid]; -"927 DequantizeLinear_/features/denseblock4/denselayer13/conv2/Conv_output_0_1" -> "976 /features/denseblock4/Concat" [label="[1, 32, 7, 7]", style=solid]; -"928 /features/denseblock4/denselayer14/Concat" -> "929 /features/denseblock4/denselayer14/norm1/BatchNormalization" [label="[1, 928, 7, 7]", style=solid]; -"929 /features/denseblock4/denselayer14/norm1/BatchNormalization" -> "930 /features/denseblock4/denselayer14/relu1/Relu" [label="[1, 928, 7, 7]", style=solid]; -"930 /features/denseblock4/denselayer14/relu1/Relu" -> "931 QuantizeLinear_/features/denseblock4/denselayer14/relu1/Relu_output_0_1" [label="[1, 928, 7, 7]", style=solid]; -"931 QuantizeLinear_/features/denseblock4/denselayer14/relu1/Relu_output_0_1" -> "932 DequantizeLinear_/features/denseblock4/denselayer14/relu1/Relu_output_0_1" [label="[1, 928, 7, 7]", style=dashed]; -"932 DequantizeLinear_/features/denseblock4/denselayer14/relu1/Relu_output_0_1" -> "935 /features/denseblock4/denselayer14/conv1/Conv" [label="[1, 928, 7, 7]", style=solid]; -"933 QuantizeLinear_onnx^^Conv_1328_1" -> "934 DequantizeLinear_onnx^^Conv_1328_1" [label="[128, 928, 1, 1]", style=dashed]; -"934 DequantizeLinear_onnx^^Conv_1328_1" -> "935 /features/denseblock4/denselayer14/conv1/Conv" [label="[128, 928, 1, 1]", style=solid]; -"935 /features/denseblock4/denselayer14/conv1/Conv" -> "936 /features/denseblock4/denselayer14/relu2/Relu" [label="[1, 128, 7, 7]", style=solid]; -"936 /features/denseblock4/denselayer14/relu2/Relu" -> "937 QuantizeLinear_/features/denseblock4/denselayer14/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"937 QuantizeLinear_/features/denseblock4/denselayer14/relu2/Relu_output_0_1" -> "938 DequantizeLinear_/features/denseblock4/denselayer14/relu2/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"938 DequantizeLinear_/features/denseblock4/denselayer14/relu2/Relu_output_0_1" -> "941 /features/denseblock4/denselayer14/conv2/Conv" [label="[1, 128, 7, 7]", style=solid]; -"939 QuantizeLinear_features.denseblock4.denselayer14.conv2.weight_1" -> "940 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node_Conv_1480" [id=145, type=Conv]; +"146 QuantizeLinear_conv2d_17_1" [id=146, type=QuantizeLinear]; +"147 DequantizeLinear_conv2d_17_1" [id=147, type=DequantizeLinear]; +"148 node_cat_9" [id=148, type=Concat]; +"149 node__native_batch_norm_legit_no_training_18__0" [id=149, type=BatchNormalization]; +"150 node_relu_18" [id=150, type=Relu]; +"151 QuantizeLinear_relu_18_1" [id=151, type=QuantizeLinear]; +"152 DequantizeLinear_relu_18_1" [id=152, type=DequantizeLinear]; +"153 QuantizeLinear_features.denseblock2.denselayer3.conv1.weight_1" [id=153, type=QuantizeLinear]; +"154 DequantizeLinear_features.denseblock2.denselayer3.conv1.weight_1" [id=154, type=DequantizeLinear]; +"155 node_Conv_1482" [id=155, type=Conv]; +"156 node_relu_19" [id=156, type=Relu]; +"157 QuantizeLinear_relu_19_1" [id=157, type=QuantizeLinear]; +"158 DequantizeLinear_relu_19_1" [id=158, type=DequantizeLinear]; +"159 QuantizeLinear_features.denseblock2.denselayer3.conv2.weight_1" [id=159, type=QuantizeLinear]; +"160 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+"175 QuantizeLinear_features.denseblock2.denselayer4.conv2.weight_1" [id=175, type=QuantizeLinear]; +"176 DequantizeLinear_features.denseblock2.denselayer4.conv2.weight_1" [id=176, type=DequantizeLinear]; +"177 node_Conv_1486" [id=177, type=Conv]; +"178 QuantizeLinear_conv2d_21_1" [id=178, type=QuantizeLinear]; +"179 DequantizeLinear_conv2d_21_1" [id=179, type=DequantizeLinear]; +"180 node_cat_11" [id=180, type=Concat]; +"181 node__native_batch_norm_legit_no_training_22__0" [id=181, type=BatchNormalization]; +"182 node_relu_22" [id=182, type=Relu]; +"183 QuantizeLinear_relu_22_1" [id=183, type=QuantizeLinear]; +"184 DequantizeLinear_relu_22_1" [id=184, type=DequantizeLinear]; +"185 QuantizeLinear_features.denseblock2.denselayer5.conv1.weight_1" [id=185, type=QuantizeLinear]; +"186 DequantizeLinear_features.denseblock2.denselayer5.conv1.weight_1" [id=186, type=DequantizeLinear]; +"187 node_Conv_1488" [id=187, type=Conv]; +"188 node_relu_23" [id=188, type=Relu]; +"189 QuantizeLinear_relu_23_1" [id=189, type=QuantizeLinear]; +"190 DequantizeLinear_relu_23_1" [id=190, type=DequantizeLinear]; +"191 QuantizeLinear_features.denseblock2.denselayer5.conv2.weight_1" [id=191, type=QuantizeLinear]; +"192 DequantizeLinear_features.denseblock2.denselayer5.conv2.weight_1" [id=192, type=DequantizeLinear]; +"193 node_Conv_1489" [id=193, type=Conv]; +"194 QuantizeLinear_conv2d_23_1" [id=194, type=QuantizeLinear]; +"195 DequantizeLinear_conv2d_23_1" [id=195, type=DequantizeLinear]; +"196 node_cat_12" [id=196, type=Concat]; +"197 node__native_batch_norm_legit_no_training_24__0" [id=197, type=BatchNormalization]; +"198 node_relu_24" [id=198, type=Relu]; +"199 QuantizeLinear_relu_24_1" [id=199, type=QuantizeLinear]; +"200 DequantizeLinear_relu_24_1" [id=200, type=DequantizeLinear]; +"201 QuantizeLinear_features.denseblock2.denselayer6.conv1.weight_1" [id=201, type=QuantizeLinear]; +"202 DequantizeLinear_features.denseblock2.denselayer6.conv1.weight_1" [id=202, type=DequantizeLinear]; +"203 node_Conv_1491" [id=203, type=Conv]; +"204 node_relu_25" [id=204, type=Relu]; +"205 QuantizeLinear_relu_25_1" [id=205, type=QuantizeLinear]; +"206 DequantizeLinear_relu_25_1" [id=206, type=DequantizeLinear]; +"207 QuantizeLinear_features.denseblock2.denselayer6.conv2.weight_1" [id=207, type=QuantizeLinear]; +"208 DequantizeLinear_features.denseblock2.denselayer6.conv2.weight_1" [id=208, type=DequantizeLinear]; +"209 node_Conv_1492" [id=209, type=Conv]; +"210 QuantizeLinear_conv2d_25_1" [id=210, type=QuantizeLinear]; +"211 DequantizeLinear_conv2d_25_1" [id=211, type=DequantizeLinear]; +"212 node_cat_13" [id=212, type=Concat]; +"213 node__native_batch_norm_legit_no_training_26__0" [id=213, type=BatchNormalization]; +"214 node_relu_26" [id=214, type=Relu]; +"215 QuantizeLinear_relu_26_1" [id=215, type=QuantizeLinear]; +"216 DequantizeLinear_relu_26_1" [id=216, type=DequantizeLinear]; +"217 QuantizeLinear_features.denseblock2.denselayer7.conv1.weight_1" [id=217, type=QuantizeLinear]; +"218 DequantizeLinear_features.denseblock2.denselayer7.conv1.weight_1" [id=218, type=DequantizeLinear]; +"219 node_Conv_1494" [id=219, type=Conv]; +"220 node_relu_27" [id=220, type=Relu]; +"221 QuantizeLinear_relu_27_1" [id=221, type=QuantizeLinear]; +"222 DequantizeLinear_relu_27_1" [id=222, type=DequantizeLinear]; +"223 QuantizeLinear_features.denseblock2.denselayer7.conv2.weight_1" [id=223, type=QuantizeLinear]; +"224 DequantizeLinear_features.denseblock2.denselayer7.conv2.weight_1" [id=224, type=DequantizeLinear]; +"225 node_Conv_1495" [id=225, type=Conv]; +"226 QuantizeLinear_conv2d_27_1" [id=226, type=QuantizeLinear]; +"227 DequantizeLinear_conv2d_27_1" [id=227, type=DequantizeLinear]; +"228 node_cat_14" [id=228, type=Concat]; +"229 node__native_batch_norm_legit_no_training_28__0" [id=229, type=BatchNormalization]; +"230 node_relu_28" [id=230, type=Relu]; +"231 QuantizeLinear_relu_28_1" [id=231, type=QuantizeLinear]; +"232 DequantizeLinear_relu_28_1" [id=232, type=DequantizeLinear]; +"233 QuantizeLinear_features.denseblock2.denselayer8.conv1.weight_1" [id=233, type=QuantizeLinear]; +"234 DequantizeLinear_features.denseblock2.denselayer8.conv1.weight_1" [id=234, type=DequantizeLinear]; +"235 node_Conv_1497" [id=235, type=Conv]; +"236 node_relu_29" [id=236, type=Relu]; +"237 QuantizeLinear_relu_29_1" [id=237, type=QuantizeLinear]; +"238 DequantizeLinear_relu_29_1" [id=238, type=DequantizeLinear]; +"239 QuantizeLinear_features.denseblock2.denselayer8.conv2.weight_1" [id=239, type=QuantizeLinear]; +"240 DequantizeLinear_features.denseblock2.denselayer8.conv2.weight_1" [id=240, type=DequantizeLinear]; +"241 node_Conv_1498" [id=241, type=Conv]; +"242 QuantizeLinear_conv2d_29_1" [id=242, type=QuantizeLinear]; +"243 DequantizeLinear_conv2d_29_1" [id=243, type=DequantizeLinear]; +"244 node_cat_15" [id=244, type=Concat]; +"245 node__native_batch_norm_legit_no_training_30__0" [id=245, type=BatchNormalization]; +"246 node_relu_30" [id=246, type=Relu]; +"247 QuantizeLinear_relu_30_1" [id=247, type=QuantizeLinear]; +"248 DequantizeLinear_relu_30_1" [id=248, type=DequantizeLinear]; +"249 QuantizeLinear_features.denseblock2.denselayer9.conv1.weight_1" [id=249, type=QuantizeLinear]; +"250 DequantizeLinear_features.denseblock2.denselayer9.conv1.weight_1" [id=250, type=DequantizeLinear]; +"251 node_Conv_1500" [id=251, type=Conv]; +"252 node_relu_31" [id=252, type=Relu]; +"253 QuantizeLinear_relu_31_1" [id=253, type=QuantizeLinear]; +"254 DequantizeLinear_relu_31_1" [id=254, type=DequantizeLinear]; +"255 QuantizeLinear_features.denseblock2.denselayer9.conv2.weight_1" [id=255, type=QuantizeLinear]; +"256 DequantizeLinear_features.denseblock2.denselayer9.conv2.weight_1" [id=256, type=DequantizeLinear]; +"257 node_Conv_1501" [id=257, type=Conv]; +"258 QuantizeLinear_conv2d_31_1" [id=258, type=QuantizeLinear]; +"259 DequantizeLinear_conv2d_31_1" [id=259, type=DequantizeLinear]; +"260 node_cat_16" [id=260, type=Concat]; +"261 node__native_batch_norm_legit_no_training_32__0" [id=261, type=BatchNormalization]; +"262 node_relu_32" [id=262, type=Relu]; +"263 QuantizeLinear_relu_32_1" [id=263, type=QuantizeLinear]; +"264 DequantizeLinear_relu_32_1" [id=264, type=DequantizeLinear]; +"265 QuantizeLinear_features.denseblock2.denselayer10.conv1.weight_1" [id=265, type=QuantizeLinear]; +"266 DequantizeLinear_features.denseblock2.denselayer10.conv1.weight_1" [id=266, type=DequantizeLinear]; +"267 node_Conv_1503" [id=267, type=Conv]; +"268 node_relu_33" [id=268, type=Relu]; +"269 QuantizeLinear_relu_33_1" [id=269, type=QuantizeLinear]; +"270 DequantizeLinear_relu_33_1" [id=270, type=DequantizeLinear]; +"271 QuantizeLinear_features.denseblock2.denselayer10.conv2.weight_1" [id=271, type=QuantizeLinear]; +"272 DequantizeLinear_features.denseblock2.denselayer10.conv2.weight_1" [id=272, type=DequantizeLinear]; +"273 node_Conv_1504" [id=273, type=Conv]; +"274 QuantizeLinear_conv2d_33_1" [id=274, type=QuantizeLinear]; +"275 DequantizeLinear_conv2d_33_1" [id=275, type=DequantizeLinear]; +"276 node_cat_17" [id=276, type=Concat]; +"277 node__native_batch_norm_legit_no_training_34__0" [id=277, type=BatchNormalization]; +"278 node_relu_34" [id=278, type=Relu]; +"279 QuantizeLinear_relu_34_1" [id=279, type=QuantizeLinear]; +"280 DequantizeLinear_relu_34_1" [id=280, type=DequantizeLinear]; +"281 QuantizeLinear_features.denseblock2.denselayer11.conv1.weight_1" [id=281, type=QuantizeLinear]; +"282 DequantizeLinear_features.denseblock2.denselayer11.conv1.weight_1" [id=282, type=DequantizeLinear]; +"283 node_Conv_1506" [id=283, type=Conv]; +"284 node_relu_35" [id=284, type=Relu]; +"285 QuantizeLinear_relu_35_1" [id=285, type=QuantizeLinear]; +"286 DequantizeLinear_relu_35_1" [id=286, type=DequantizeLinear]; +"287 QuantizeLinear_features.denseblock2.denselayer11.conv2.weight_1" [id=287, type=QuantizeLinear]; +"288 DequantizeLinear_features.denseblock2.denselayer11.conv2.weight_1" [id=288, type=DequantizeLinear]; +"289 node_Conv_1507" [id=289, type=Conv]; +"290 QuantizeLinear_conv2d_35_1" [id=290, type=QuantizeLinear]; +"291 DequantizeLinear_conv2d_35_1" [id=291, type=DequantizeLinear]; +"292 node_cat_18" [id=292, type=Concat]; +"293 node__native_batch_norm_legit_no_training_36__0" [id=293, type=BatchNormalization]; +"294 node_relu_36" [id=294, type=Relu]; +"295 QuantizeLinear_relu_36_1" [id=295, type=QuantizeLinear]; +"296 DequantizeLinear_relu_36_1" [id=296, type=DequantizeLinear]; +"297 QuantizeLinear_features.denseblock2.denselayer12.conv1.weight_1" [id=297, type=QuantizeLinear]; +"298 DequantizeLinear_features.denseblock2.denselayer12.conv1.weight_1" [id=298, type=DequantizeLinear]; +"299 node_Conv_1509" [id=299, type=Conv]; +"300 node_relu_37" [id=300, type=Relu]; +"301 QuantizeLinear_relu_37_1" [id=301, type=QuantizeLinear]; +"302 DequantizeLinear_relu_37_1" [id=302, type=DequantizeLinear]; +"303 QuantizeLinear_features.denseblock2.denselayer12.conv2.weight_1" [id=303, type=QuantizeLinear]; +"304 DequantizeLinear_features.denseblock2.denselayer12.conv2.weight_1" [id=304, type=DequantizeLinear]; +"305 node_Conv_1510" [id=305, type=Conv]; +"306 QuantizeLinear_conv2d_37_1" [id=306, type=QuantizeLinear]; +"307 DequantizeLinear_conv2d_37_1" [id=307, type=DequantizeLinear]; +"308 node_cat_19" [id=308, type=Concat]; +"309 node__native_batch_norm_legit_no_training_38__0" [id=309, type=BatchNormalization]; +"310 node_relu_38" [id=310, type=Relu]; +"311 QuantizeLinear_relu_38_1" [id=311, type=QuantizeLinear]; +"312 DequantizeLinear_relu_38_1" [id=312, type=DequantizeLinear]; +"313 QuantizeLinear_features.transition2.conv.weight_1" [id=313, type=QuantizeLinear]; +"314 DequantizeLinear_features.transition2.conv.weight_1" [id=314, type=DequantizeLinear]; +"315 node_Conv_1511" [id=315, type=Conv]; +"316 QuantizeLinear_conv2d_38_1" [id=316, type=QuantizeLinear]; +"317 DequantizeLinear_conv2d_38_1" [id=317, type=DequantizeLinear]; +"318 node_avg_pool2d_1" [id=318, type=AveragePool]; +"319 QuantizeLinear_avg_pool2d_1_1" [id=319, type=QuantizeLinear]; +"320 DequantizeLinear_avg_pool2d_1_1" [id=320, type=DequantizeLinear]; +"321 node__native_batch_norm_legit_no_training_39__0" [id=321, type=BatchNormalization]; +"322 node_relu_39" [id=322, type=Relu]; +"323 QuantizeLinear_relu_39_1" [id=323, type=QuantizeLinear]; +"324 DequantizeLinear_relu_39_1" [id=324, type=DequantizeLinear]; +"325 QuantizeLinear_features.denseblock3.denselayer1.conv1.weight_1" [id=325, type=QuantizeLinear]; +"326 DequantizeLinear_features.denseblock3.denselayer1.conv1.weight_1" [id=326, type=DequantizeLinear]; +"327 node_Conv_1513" [id=327, type=Conv]; +"328 node_relu_40" [id=328, type=Relu]; +"329 QuantizeLinear_relu_40_1" [id=329, type=QuantizeLinear]; +"330 DequantizeLinear_relu_40_1" [id=330, type=DequantizeLinear]; +"331 QuantizeLinear_features.denseblock3.denselayer1.conv2.weight_1" [id=331, type=QuantizeLinear]; +"332 DequantizeLinear_features.denseblock3.denselayer1.conv2.weight_1" [id=332, type=DequantizeLinear]; +"333 node_Conv_1514" [id=333, type=Conv]; +"334 QuantizeLinear_conv2d_40_1" [id=334, type=QuantizeLinear]; +"335 DequantizeLinear_conv2d_40_1" [id=335, type=DequantizeLinear]; +"336 node_cat_21" [id=336, type=Concat]; +"337 node__native_batch_norm_legit_no_training_41__0" [id=337, type=BatchNormalization]; +"338 node_relu_41" [id=338, type=Relu]; +"339 QuantizeLinear_relu_41_1" [id=339, type=QuantizeLinear]; +"340 DequantizeLinear_relu_41_1" [id=340, type=DequantizeLinear]; +"341 QuantizeLinear_features.denseblock3.denselayer2.conv1.weight_1" [id=341, type=QuantizeLinear]; +"342 DequantizeLinear_features.denseblock3.denselayer2.conv1.weight_1" [id=342, type=DequantizeLinear]; +"343 node_Conv_1516" [id=343, type=Conv]; +"344 node_relu_42" [id=344, type=Relu]; +"345 QuantizeLinear_relu_42_1" [id=345, type=QuantizeLinear]; +"346 DequantizeLinear_relu_42_1" [id=346, type=DequantizeLinear]; +"347 QuantizeLinear_features.denseblock3.denselayer2.conv2.weight_1" [id=347, type=QuantizeLinear]; +"348 DequantizeLinear_features.denseblock3.denselayer2.conv2.weight_1" [id=348, type=DequantizeLinear]; +"349 node_Conv_1517" [id=349, type=Conv]; +"350 QuantizeLinear_conv2d_42_1" [id=350, type=QuantizeLinear]; +"351 DequantizeLinear_conv2d_42_1" [id=351, type=DequantizeLinear]; +"352 node_cat_22" [id=352, type=Concat]; +"353 node__native_batch_norm_legit_no_training_43__0" [id=353, type=BatchNormalization]; +"354 node_relu_43" [id=354, type=Relu]; +"355 QuantizeLinear_relu_43_1" [id=355, type=QuantizeLinear]; +"356 DequantizeLinear_relu_43_1" [id=356, type=DequantizeLinear]; +"357 QuantizeLinear_features.denseblock3.denselayer3.conv1.weight_1" [id=357, type=QuantizeLinear]; +"358 DequantizeLinear_features.denseblock3.denselayer3.conv1.weight_1" [id=358, type=DequantizeLinear]; +"359 node_Conv_1519" [id=359, type=Conv]; +"360 node_relu_44" [id=360, type=Relu]; +"361 QuantizeLinear_relu_44_1" [id=361, type=QuantizeLinear]; +"362 DequantizeLinear_relu_44_1" [id=362, type=DequantizeLinear]; +"363 QuantizeLinear_features.denseblock3.denselayer3.conv2.weight_1" [id=363, type=QuantizeLinear]; +"364 DequantizeLinear_features.denseblock3.denselayer3.conv2.weight_1" [id=364, type=DequantizeLinear]; +"365 node_Conv_1520" [id=365, type=Conv]; +"366 QuantizeLinear_conv2d_44_1" [id=366, type=QuantizeLinear]; +"367 DequantizeLinear_conv2d_44_1" [id=367, type=DequantizeLinear]; +"368 node_cat_23" [id=368, type=Concat]; +"369 node__native_batch_norm_legit_no_training_45__0" [id=369, type=BatchNormalization]; +"370 node_relu_45" [id=370, type=Relu]; +"371 QuantizeLinear_relu_45_1" [id=371, type=QuantizeLinear]; +"372 DequantizeLinear_relu_45_1" [id=372, type=DequantizeLinear]; +"373 QuantizeLinear_features.denseblock3.denselayer4.conv1.weight_1" [id=373, type=QuantizeLinear]; +"374 DequantizeLinear_features.denseblock3.denselayer4.conv1.weight_1" [id=374, type=DequantizeLinear]; +"375 node_Conv_1522" [id=375, type=Conv]; +"376 node_relu_46" [id=376, type=Relu]; +"377 QuantizeLinear_relu_46_1" [id=377, type=QuantizeLinear]; +"378 DequantizeLinear_relu_46_1" [id=378, type=DequantizeLinear]; +"379 QuantizeLinear_features.denseblock3.denselayer4.conv2.weight_1" [id=379, type=QuantizeLinear]; +"380 DequantizeLinear_features.denseblock3.denselayer4.conv2.weight_1" [id=380, type=DequantizeLinear]; +"381 node_Conv_1523" [id=381, type=Conv]; +"382 QuantizeLinear_conv2d_46_1" [id=382, type=QuantizeLinear]; +"383 DequantizeLinear_conv2d_46_1" [id=383, type=DequantizeLinear]; +"384 node_cat_24" [id=384, type=Concat]; +"385 node__native_batch_norm_legit_no_training_47__0" [id=385, type=BatchNormalization]; +"386 node_relu_47" [id=386, type=Relu]; +"387 QuantizeLinear_relu_47_1" [id=387, type=QuantizeLinear]; +"388 DequantizeLinear_relu_47_1" [id=388, type=DequantizeLinear]; +"389 QuantizeLinear_features.denseblock3.denselayer5.conv1.weight_1" [id=389, type=QuantizeLinear]; +"390 DequantizeLinear_features.denseblock3.denselayer5.conv1.weight_1" [id=390, type=DequantizeLinear]; +"391 node_Conv_1525" [id=391, type=Conv]; +"392 node_relu_48" [id=392, type=Relu]; +"393 QuantizeLinear_relu_48_1" [id=393, type=QuantizeLinear]; +"394 DequantizeLinear_relu_48_1" [id=394, type=DequantizeLinear]; +"395 QuantizeLinear_features.denseblock3.denselayer5.conv2.weight_1" [id=395, type=QuantizeLinear]; +"396 DequantizeLinear_features.denseblock3.denselayer5.conv2.weight_1" [id=396, type=DequantizeLinear]; +"397 node_Conv_1526" [id=397, type=Conv]; +"398 QuantizeLinear_conv2d_48_1" [id=398, type=QuantizeLinear]; +"399 DequantizeLinear_conv2d_48_1" [id=399, type=DequantizeLinear]; +"400 node_cat_25" [id=400, type=Concat]; +"401 node__native_batch_norm_legit_no_training_49__0" [id=401, type=BatchNormalization]; +"402 node_relu_49" [id=402, type=Relu]; +"403 QuantizeLinear_relu_49_1" [id=403, type=QuantizeLinear]; +"404 DequantizeLinear_relu_49_1" [id=404, type=DequantizeLinear]; +"405 QuantizeLinear_features.denseblock3.denselayer6.conv1.weight_1" [id=405, type=QuantizeLinear]; +"406 DequantizeLinear_features.denseblock3.denselayer6.conv1.weight_1" [id=406, type=DequantizeLinear]; +"407 node_Conv_1528" [id=407, type=Conv]; +"408 node_relu_50" [id=408, type=Relu]; +"409 QuantizeLinear_relu_50_1" [id=409, type=QuantizeLinear]; +"410 DequantizeLinear_relu_50_1" [id=410, type=DequantizeLinear]; +"411 QuantizeLinear_features.denseblock3.denselayer6.conv2.weight_1" [id=411, type=QuantizeLinear]; +"412 DequantizeLinear_features.denseblock3.denselayer6.conv2.weight_1" [id=412, type=DequantizeLinear]; +"413 node_Conv_1529" [id=413, type=Conv]; +"414 QuantizeLinear_conv2d_50_1" [id=414, type=QuantizeLinear]; +"415 DequantizeLinear_conv2d_50_1" [id=415, type=DequantizeLinear]; +"416 node_cat_26" [id=416, type=Concat]; +"417 node__native_batch_norm_legit_no_training_51__0" [id=417, type=BatchNormalization]; +"418 node_relu_51" [id=418, type=Relu]; +"419 QuantizeLinear_relu_51_1" [id=419, type=QuantizeLinear]; +"420 DequantizeLinear_relu_51_1" [id=420, type=DequantizeLinear]; +"421 QuantizeLinear_features.denseblock3.denselayer7.conv1.weight_1" [id=421, type=QuantizeLinear]; +"422 DequantizeLinear_features.denseblock3.denselayer7.conv1.weight_1" [id=422, type=DequantizeLinear]; +"423 node_Conv_1531" [id=423, type=Conv]; +"424 node_relu_52" [id=424, type=Relu]; +"425 QuantizeLinear_relu_52_1" [id=425, type=QuantizeLinear]; +"426 DequantizeLinear_relu_52_1" [id=426, type=DequantizeLinear]; +"427 QuantizeLinear_features.denseblock3.denselayer7.conv2.weight_1" [id=427, type=QuantizeLinear]; +"428 DequantizeLinear_features.denseblock3.denselayer7.conv2.weight_1" [id=428, type=DequantizeLinear]; +"429 node_Conv_1532" [id=429, type=Conv]; +"430 QuantizeLinear_conv2d_52_1" [id=430, type=QuantizeLinear]; +"431 DequantizeLinear_conv2d_52_1" [id=431, type=DequantizeLinear]; +"432 node_cat_27" [id=432, type=Concat]; +"433 node__native_batch_norm_legit_no_training_53__0" [id=433, type=BatchNormalization]; +"434 node_relu_53" [id=434, type=Relu]; +"435 QuantizeLinear_relu_53_1" [id=435, type=QuantizeLinear]; +"436 DequantizeLinear_relu_53_1" [id=436, type=DequantizeLinear]; +"437 QuantizeLinear_features.denseblock3.denselayer8.conv1.weight_1" [id=437, type=QuantizeLinear]; +"438 DequantizeLinear_features.denseblock3.denselayer8.conv1.weight_1" [id=438, type=DequantizeLinear]; +"439 node_Conv_1534" [id=439, type=Conv]; +"440 node_relu_54" [id=440, type=Relu]; +"441 QuantizeLinear_relu_54_1" [id=441, type=QuantizeLinear]; +"442 DequantizeLinear_relu_54_1" [id=442, type=DequantizeLinear]; +"443 QuantizeLinear_features.denseblock3.denselayer8.conv2.weight_1" [id=443, type=QuantizeLinear]; +"444 DequantizeLinear_features.denseblock3.denselayer8.conv2.weight_1" [id=444, type=DequantizeLinear]; +"445 node_Conv_1535" [id=445, type=Conv]; +"446 QuantizeLinear_conv2d_54_1" [id=446, type=QuantizeLinear]; +"447 DequantizeLinear_conv2d_54_1" [id=447, type=DequantizeLinear]; +"448 node_cat_28" [id=448, type=Concat]; +"449 node__native_batch_norm_legit_no_training_55__0" [id=449, type=BatchNormalization]; +"450 node_relu_55" [id=450, type=Relu]; +"451 QuantizeLinear_relu_55_1" [id=451, type=QuantizeLinear]; +"452 DequantizeLinear_relu_55_1" [id=452, type=DequantizeLinear]; +"453 QuantizeLinear_features.denseblock3.denselayer9.conv1.weight_1" [id=453, type=QuantizeLinear]; +"454 DequantizeLinear_features.denseblock3.denselayer9.conv1.weight_1" [id=454, type=DequantizeLinear]; +"455 node_Conv_1537" [id=455, type=Conv]; +"456 node_relu_56" [id=456, type=Relu]; +"457 QuantizeLinear_relu_56_1" [id=457, type=QuantizeLinear]; +"458 DequantizeLinear_relu_56_1" [id=458, type=DequantizeLinear]; +"459 QuantizeLinear_features.denseblock3.denselayer9.conv2.weight_1" [id=459, type=QuantizeLinear]; +"460 DequantizeLinear_features.denseblock3.denselayer9.conv2.weight_1" [id=460, type=DequantizeLinear]; +"461 node_Conv_1538" [id=461, type=Conv]; +"462 QuantizeLinear_conv2d_56_1" [id=462, type=QuantizeLinear]; +"463 DequantizeLinear_conv2d_56_1" [id=463, type=DequantizeLinear]; +"464 node_cat_29" [id=464, type=Concat]; +"465 node__native_batch_norm_legit_no_training_57__0" [id=465, type=BatchNormalization]; +"466 node_relu_57" [id=466, type=Relu]; +"467 QuantizeLinear_relu_57_1" [id=467, type=QuantizeLinear]; +"468 DequantizeLinear_relu_57_1" [id=468, type=DequantizeLinear]; +"469 QuantizeLinear_features.denseblock3.denselayer10.conv1.weight_1" [id=469, type=QuantizeLinear]; +"470 DequantizeLinear_features.denseblock3.denselayer10.conv1.weight_1" [id=470, type=DequantizeLinear]; +"471 node_Conv_1540" [id=471, type=Conv]; +"472 node_relu_58" [id=472, type=Relu]; +"473 QuantizeLinear_relu_58_1" [id=473, type=QuantizeLinear]; +"474 DequantizeLinear_relu_58_1" [id=474, type=DequantizeLinear]; +"475 QuantizeLinear_features.denseblock3.denselayer10.conv2.weight_1" 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DequantizeLinear_relu_60_1" [id=490, type=DequantizeLinear]; +"491 QuantizeLinear_features.denseblock3.denselayer11.conv2.weight_1" [id=491, type=QuantizeLinear]; +"492 DequantizeLinear_features.denseblock3.denselayer11.conv2.weight_1" [id=492, type=DequantizeLinear]; +"493 node_Conv_1544" [id=493, type=Conv]; +"494 QuantizeLinear_conv2d_60_1" [id=494, type=QuantizeLinear]; +"495 DequantizeLinear_conv2d_60_1" [id=495, type=DequantizeLinear]; +"496 node_cat_31" [id=496, type=Concat]; +"497 node__native_batch_norm_legit_no_training_61__0" [id=497, type=BatchNormalization]; +"498 node_relu_61" [id=498, type=Relu]; +"499 QuantizeLinear_relu_61_1" [id=499, type=QuantizeLinear]; +"500 DequantizeLinear_relu_61_1" [id=500, type=DequantizeLinear]; +"501 QuantizeLinear_features.denseblock3.denselayer12.conv1.weight_1" [id=501, type=QuantizeLinear]; +"502 DequantizeLinear_features.denseblock3.denselayer12.conv1.weight_1" [id=502, type=DequantizeLinear]; +"503 node_Conv_1546" [id=503, type=Conv]; 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DequantizeLinear_features.denseblock3.denselayer13.conv1.weight_1" [id=518, type=DequantizeLinear]; +"519 node_Conv_1549" [id=519, type=Conv]; +"520 node_relu_64" [id=520, type=Relu]; +"521 QuantizeLinear_relu_64_1" [id=521, type=QuantizeLinear]; +"522 DequantizeLinear_relu_64_1" [id=522, type=DequantizeLinear]; +"523 QuantizeLinear_features.denseblock3.denselayer13.conv2.weight_1" [id=523, type=QuantizeLinear]; +"524 DequantizeLinear_features.denseblock3.denselayer13.conv2.weight_1" [id=524, type=DequantizeLinear]; +"525 node_Conv_1550" [id=525, type=Conv]; +"526 QuantizeLinear_conv2d_64_1" [id=526, type=QuantizeLinear]; +"527 DequantizeLinear_conv2d_64_1" [id=527, type=DequantizeLinear]; +"528 node_cat_33" [id=528, type=Concat]; +"529 node__native_batch_norm_legit_no_training_65__0" [id=529, type=BatchNormalization]; +"530 node_relu_65" [id=530, type=Relu]; +"531 QuantizeLinear_relu_65_1" [id=531, type=QuantizeLinear]; +"532 DequantizeLinear_relu_65_1" [id=532, type=DequantizeLinear]; +"533 QuantizeLinear_features.denseblock3.denselayer14.conv1.weight_1" [id=533, type=QuantizeLinear]; +"534 DequantizeLinear_features.denseblock3.denselayer14.conv1.weight_1" [id=534, type=DequantizeLinear]; +"535 node_Conv_1552" [id=535, type=Conv]; +"536 node_relu_66" [id=536, type=Relu]; +"537 QuantizeLinear_relu_66_1" [id=537, type=QuantizeLinear]; +"538 DequantizeLinear_relu_66_1" [id=538, type=DequantizeLinear]; +"539 QuantizeLinear_features.denseblock3.denselayer14.conv2.weight_1" [id=539, type=QuantizeLinear]; +"540 DequantizeLinear_features.denseblock3.denselayer14.conv2.weight_1" [id=540, type=DequantizeLinear]; +"541 node_Conv_1553" [id=541, type=Conv]; +"542 QuantizeLinear_conv2d_66_1" [id=542, type=QuantizeLinear]; +"543 DequantizeLinear_conv2d_66_1" [id=543, type=DequantizeLinear]; +"544 node_cat_34" [id=544, type=Concat]; +"545 node__native_batch_norm_legit_no_training_67__0" [id=545, type=BatchNormalization]; +"546 node_relu_67" [id=546, 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node__native_batch_norm_legit_no_training_69__0" [id=561, type=BatchNormalization]; +"562 node_relu_69" [id=562, type=Relu]; +"563 QuantizeLinear_relu_69_1" [id=563, type=QuantizeLinear]; +"564 DequantizeLinear_relu_69_1" [id=564, type=DequantizeLinear]; +"565 QuantizeLinear_features.denseblock3.denselayer16.conv1.weight_1" [id=565, type=QuantizeLinear]; +"566 DequantizeLinear_features.denseblock3.denselayer16.conv1.weight_1" [id=566, type=DequantizeLinear]; +"567 node_Conv_1558" [id=567, type=Conv]; +"568 node_relu_70" [id=568, type=Relu]; +"569 QuantizeLinear_relu_70_1" [id=569, type=QuantizeLinear]; +"570 DequantizeLinear_relu_70_1" [id=570, type=DequantizeLinear]; +"571 QuantizeLinear_features.denseblock3.denselayer16.conv2.weight_1" [id=571, type=QuantizeLinear]; +"572 DequantizeLinear_features.denseblock3.denselayer16.conv2.weight_1" [id=572, type=DequantizeLinear]; +"573 node_Conv_1559" [id=573, type=Conv]; +"574 QuantizeLinear_conv2d_70_1" [id=574, type=QuantizeLinear]; +"575 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DequantizeLinear_relu_120_1" [style=dashed, label="[1, 1024, 7, 7]"]; +"976 DequantizeLinear_relu_120_1" -> "977 node_mean" [style=solid, label="[1, 1024, 7, 7]"]; +"977 node_mean" -> "978 QuantizeLinear_mean_1" [style=solid, label="[1, 1024, 1, 1]"]; +"978 QuantizeLinear_mean_1" -> "979 DequantizeLinear_mean_1" [style=dashed, label="[1, 1024, 1, 1]"]; +"979 DequantizeLinear_mean_1" -> "980 node_view" [style=solid, label="[1, 1024, 1, 1]"]; +"980 node_view" -> "983 node_linear" [style=solid, label="[1, 1024]"]; +"981 QuantizeLinear_classifier.weight_1" -> "982 DequantizeLinear_classifier.weight_1" [style=dashed, label="[1000, 1024]"]; +"982 DequantizeLinear_classifier.weight_1" -> "983 node_linear" [style=solid, label="[1000, 1024]"]; +"983 node_linear" -> "985 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"984 nncf_model_input_0" -> "0 QuantizeLinear_x_1" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/quantization/googlenet.dot b/tests/onnx/data/reference_graphs/quantization/googlenet.dot index bd5fcdf922a..a2d65098831 100644 --- a/tests/onnx/data/reference_graphs/quantization/googlenet.dot +++ b/tests/onnx/data/reference_graphs/quantization/googlenet.dot @@ -1,842 +1,818 @@ -strict digraph { -"0 /Constant" [id=0, type=Constant]; -"1 /Constant_1" [id=1, type=Constant]; -"2 QuantizeLinear_x.1_1" [id=2, type=QuantizeLinear]; -"3 DequantizeLinear_x.1_1" [id=3, type=DequantizeLinear]; -"4 /Gather" [id=4, type=Gather]; -"5 /Constant_2" [id=5, type=Constant]; -"6 /Unsqueeze" [id=6, type=Unsqueeze]; -"7 /Constant_3" [id=7, type=Constant]; -"8 /Mul" [id=8, type=Mul]; -"9 /Constant_4" [id=9, type=Constant]; -"10 /Add" [id=10, type=Add]; -"11 /Gather_1" [id=11, type=Gather]; -"12 /Constant_5" [id=12, type=Constant]; -"13 /Unsqueeze_1" [id=13, type=Unsqueeze]; -"14 /Constant_6" [id=14, type=Constant]; -"15 /Mul_1" [id=15, type=Mul]; -"16 /Constant_7" [id=16, type=Constant]; -"17 /Add_1" [id=17, type=Add]; -"18 /Constant_8" [id=18, type=Constant]; -"19 /Gather_2" [id=19, type=Gather]; -"20 /Constant_9" [id=20, type=Constant]; -"21 /Unsqueeze_2" [id=21, type=Unsqueeze]; -"22 /Constant_10" [id=22, type=Constant]; -"23 /Mul_2" [id=23, type=Mul]; -"24 /Constant_11" [id=24, type=Constant]; -"25 /Add_2" [id=25, type=Add]; -"26 QuantizeLinear_/Add_2_output_0_1" [id=26, type=QuantizeLinear]; -"27 DequantizeLinear_/Add_2_output_0_1" [id=27, type=DequantizeLinear]; -"28 QuantizeLinear_/Add_output_0_1" [id=28, type=QuantizeLinear]; -"29 DequantizeLinear_/Add_output_0_1" [id=29, type=DequantizeLinear]; -"30 QuantizeLinear_/Add_1_output_0_1" [id=30, type=QuantizeLinear]; -"31 DequantizeLinear_/Add_1_output_0_1" [id=31, type=DequantizeLinear]; -"32 /Concat" [id=32, type=Concat]; -"33 QuantizeLinear_onnx^^Conv_567_1" [id=33, label="33 QuantizeLinear_onnx::Conv_567_1", type=QuantizeLinear]; -"34 DequantizeLinear_onnx^^Conv_567_1" [id=34, label="34 DequantizeLinear_onnx::Conv_567_1", type=DequantizeLinear]; -"35 /conv1/conv/Conv" [id=35, type=Conv]; -"36 /conv1/Relu" [id=36, type=Relu]; -"37 QuantizeLinear_/conv1/Relu_output_0_1" [id=37, type=QuantizeLinear]; -"38 DequantizeLinear_/conv1/Relu_output_0_1" [id=38, type=DequantizeLinear]; -"39 /maxpool1/MaxPool" [id=39, type=MaxPool]; -"40 QuantizeLinear_onnx^^Conv_570_1" [id=40, label="40 QuantizeLinear_onnx::Conv_570_1", type=QuantizeLinear]; -"41 DequantizeLinear_onnx^^Conv_570_1" [id=41, label="41 DequantizeLinear_onnx::Conv_570_1", type=DequantizeLinear]; -"42 /conv2/conv/Conv" [id=42, type=Conv]; -"43 /conv2/Relu" [id=43, type=Relu]; -"44 QuantizeLinear_/conv2/Relu_output_0_1" [id=44, type=QuantizeLinear]; -"45 DequantizeLinear_/conv2/Relu_output_0_1" [id=45, type=DequantizeLinear]; -"46 QuantizeLinear_onnx^^Conv_573_1" [id=46, label="46 QuantizeLinear_onnx::Conv_573_1", type=QuantizeLinear]; -"47 DequantizeLinear_onnx^^Conv_573_1" [id=47, label="47 DequantizeLinear_onnx::Conv_573_1", type=DequantizeLinear]; -"48 /conv3/conv/Conv" [id=48, type=Conv]; -"49 /conv3/Relu" [id=49, type=Relu]; -"50 QuantizeLinear_/conv3/Relu_output_0_1" [id=50, type=QuantizeLinear]; -"51 DequantizeLinear_/conv3/Relu_output_0_1" [id=51, type=DequantizeLinear]; -"52 /maxpool2/MaxPool" [id=52, type=MaxPool]; -"53 QuantizeLinear_onnx^^Conv_576_1" [id=53, label="53 QuantizeLinear_onnx::Conv_576_1", type=QuantizeLinear]; -"54 DequantizeLinear_onnx^^Conv_576_1" [id=54, label="54 DequantizeLinear_onnx::Conv_576_1", type=DequantizeLinear]; -"55 /inception3a/branch1/conv/Conv" [id=55, type=Conv]; -"56 /inception3a/branch1/Relu" [id=56, type=Relu]; -"57 QuantizeLinear_onnx^^Conv_579_1" [id=57, label="57 QuantizeLinear_onnx::Conv_579_1", type=QuantizeLinear]; -"58 DequantizeLinear_onnx^^Conv_579_1" [id=58, label="58 DequantizeLinear_onnx::Conv_579_1", type=DequantizeLinear]; -"59 /inception3a/branch2/branch2.0/conv/Conv" [id=59, type=Conv]; -"60 /inception3a/branch2/branch2.0/Relu" [id=60, type=Relu]; -"61 QuantizeLinear_/inception3a/branch2/branch2.0/Relu_output_0_1" [id=61, type=QuantizeLinear]; -"62 DequantizeLinear_/inception3a/branch2/branch2.0/Relu_output_0_1" [id=62, type=DequantizeLinear]; -"63 QuantizeLinear_onnx^^Conv_582_1" [id=63, label="63 QuantizeLinear_onnx::Conv_582_1", type=QuantizeLinear]; -"64 DequantizeLinear_onnx^^Conv_582_1" [id=64, label="64 DequantizeLinear_onnx::Conv_582_1", type=DequantizeLinear]; -"65 /inception3a/branch2/branch2.1/conv/Conv" [id=65, type=Conv]; -"66 /inception3a/branch2/branch2.1/Relu" [id=66, type=Relu]; -"67 QuantizeLinear_onnx^^Conv_585_1" [id=67, label="67 QuantizeLinear_onnx::Conv_585_1", type=QuantizeLinear]; -"68 DequantizeLinear_onnx^^Conv_585_1" [id=68, label="68 DequantizeLinear_onnx::Conv_585_1", type=DequantizeLinear]; -"69 /inception3a/branch3/branch3.0/conv/Conv" [id=69, type=Conv]; -"70 /inception3a/branch3/branch3.0/Relu" [id=70, type=Relu]; -"71 QuantizeLinear_/inception3a/branch3/branch3.0/Relu_output_0_1" [id=71, type=QuantizeLinear]; -"72 DequantizeLinear_/inception3a/branch3/branch3.0/Relu_output_0_1" [id=72, type=DequantizeLinear]; -"73 QuantizeLinear_onnx^^Conv_588_1" [id=73, label="73 QuantizeLinear_onnx::Conv_588_1", type=QuantizeLinear]; -"74 DequantizeLinear_onnx^^Conv_588_1" [id=74, label="74 DequantizeLinear_onnx::Conv_588_1", type=DequantizeLinear]; -"75 /inception3a/branch3/branch3.1/conv/Conv" [id=75, type=Conv]; -"76 /inception3a/branch3/branch3.1/Relu" [id=76, type=Relu]; -"77 /inception3a/branch4/branch4.0/MaxPool" [id=77, type=MaxPool]; -"78 QuantizeLinear_onnx^^Conv_591_1" [id=78, label="78 QuantizeLinear_onnx::Conv_591_1", type=QuantizeLinear]; -"79 DequantizeLinear_onnx^^Conv_591_1" [id=79, label="79 DequantizeLinear_onnx::Conv_591_1", type=DequantizeLinear]; -"80 /inception3a/branch4/branch4.1/conv/Conv" [id=80, type=Conv]; -"81 /inception3a/branch4/branch4.1/Relu" [id=81, type=Relu]; -"82 QuantizeLinear_/inception3a/branch2/branch2.1/Relu_output_0_1" [id=82, type=QuantizeLinear]; -"83 DequantizeLinear_/inception3a/branch2/branch2.1/Relu_output_0_1" [id=83, type=DequantizeLinear]; -"84 QuantizeLinear_/inception3a/branch3/branch3.1/Relu_output_0_1" [id=84, type=QuantizeLinear]; -"85 DequantizeLinear_/inception3a/branch3/branch3.1/Relu_output_0_1" [id=85, type=DequantizeLinear]; -"86 QuantizeLinear_/inception3a/branch4/branch4.1/Relu_output_0_1" [id=86, type=QuantizeLinear]; -"87 DequantizeLinear_/inception3a/branch4/branch4.1/Relu_output_0_1" [id=87, type=DequantizeLinear]; -"88 QuantizeLinear_/inception3a/branch1/Relu_output_0_1" [id=88, type=QuantizeLinear]; -"89 DequantizeLinear_/inception3a/branch1/Relu_output_0_1" [id=89, type=DequantizeLinear]; -"90 /inception3a/Concat" [id=90, type=Concat]; -"91 QuantizeLinear_onnx^^Conv_594_1" [id=91, label="91 QuantizeLinear_onnx::Conv_594_1", type=QuantizeLinear]; -"92 DequantizeLinear_onnx^^Conv_594_1" [id=92, label="92 DequantizeLinear_onnx::Conv_594_1", type=DequantizeLinear]; -"93 /inception3b/branch1/conv/Conv" [id=93, type=Conv]; -"94 /inception3b/branch1/Relu" [id=94, type=Relu]; -"95 QuantizeLinear_onnx^^Conv_597_1" [id=95, label="95 QuantizeLinear_onnx::Conv_597_1", type=QuantizeLinear]; -"96 DequantizeLinear_onnx^^Conv_597_1" [id=96, label="96 DequantizeLinear_onnx::Conv_597_1", type=DequantizeLinear]; -"97 /inception3b/branch2/branch2.0/conv/Conv" [id=97, type=Conv]; -"98 /inception3b/branch2/branch2.0/Relu" [id=98, type=Relu]; -"99 QuantizeLinear_/inception3b/branch2/branch2.0/Relu_output_0_1" [id=99, type=QuantizeLinear]; -"100 DequantizeLinear_/inception3b/branch2/branch2.0/Relu_output_0_1" [id=100, type=DequantizeLinear]; -"101 QuantizeLinear_onnx^^Conv_600_1" [id=101, label="101 QuantizeLinear_onnx::Conv_600_1", type=QuantizeLinear]; -"102 DequantizeLinear_onnx^^Conv_600_1" [id=102, label="102 DequantizeLinear_onnx::Conv_600_1", type=DequantizeLinear]; -"103 /inception3b/branch2/branch2.1/conv/Conv" [id=103, type=Conv]; -"104 /inception3b/branch2/branch2.1/Relu" [id=104, type=Relu]; -"105 QuantizeLinear_onnx^^Conv_603_1" [id=105, label="105 QuantizeLinear_onnx::Conv_603_1", type=QuantizeLinear]; -"106 DequantizeLinear_onnx^^Conv_603_1" [id=106, label="106 DequantizeLinear_onnx::Conv_603_1", type=DequantizeLinear]; -"107 /inception3b/branch3/branch3.0/conv/Conv" [id=107, type=Conv]; -"108 /inception3b/branch3/branch3.0/Relu" [id=108, type=Relu]; -"109 QuantizeLinear_/inception3b/branch3/branch3.0/Relu_output_0_1" [id=109, type=QuantizeLinear]; -"110 DequantizeLinear_/inception3b/branch3/branch3.0/Relu_output_0_1" [id=110, type=DequantizeLinear]; -"111 QuantizeLinear_onnx^^Conv_606_1" [id=111, label="111 QuantizeLinear_onnx::Conv_606_1", type=QuantizeLinear]; -"112 DequantizeLinear_onnx^^Conv_606_1" [id=112, label="112 DequantizeLinear_onnx::Conv_606_1", type=DequantizeLinear]; -"113 /inception3b/branch3/branch3.1/conv/Conv" [id=113, type=Conv]; -"114 /inception3b/branch3/branch3.1/Relu" [id=114, type=Relu]; -"115 /inception3b/branch4/branch4.0/MaxPool" [id=115, type=MaxPool]; -"116 QuantizeLinear_onnx^^Conv_609_1" [id=116, label="116 QuantizeLinear_onnx::Conv_609_1", type=QuantizeLinear]; -"117 DequantizeLinear_onnx^^Conv_609_1" [id=117, label="117 DequantizeLinear_onnx::Conv_609_1", type=DequantizeLinear]; -"118 /inception3b/branch4/branch4.1/conv/Conv" [id=118, type=Conv]; -"119 /inception3b/branch4/branch4.1/Relu" [id=119, type=Relu]; -"120 QuantizeLinear_/inception3b/branch2/branch2.1/Relu_output_0_1" [id=120, type=QuantizeLinear]; -"121 DequantizeLinear_/inception3b/branch2/branch2.1/Relu_output_0_1" [id=121, type=DequantizeLinear]; -"122 QuantizeLinear_/inception3b/branch3/branch3.1/Relu_output_0_1" [id=122, type=QuantizeLinear]; -"123 DequantizeLinear_/inception3b/branch3/branch3.1/Relu_output_0_1" [id=123, type=DequantizeLinear]; -"124 QuantizeLinear_/inception3b/branch4/branch4.1/Relu_output_0_1" [id=124, type=QuantizeLinear]; -"125 DequantizeLinear_/inception3b/branch4/branch4.1/Relu_output_0_1" [id=125, type=DequantizeLinear]; -"126 QuantizeLinear_/inception3b/branch1/Relu_output_0_1" [id=126, type=QuantizeLinear]; -"127 DequantizeLinear_/inception3b/branch1/Relu_output_0_1" [id=127, type=DequantizeLinear]; -"128 /inception3b/Concat" [id=128, type=Concat]; -"129 /maxpool3/MaxPool" [id=129, type=MaxPool]; -"130 QuantizeLinear_onnx^^Conv_612_1" [id=130, label="130 QuantizeLinear_onnx::Conv_612_1", type=QuantizeLinear]; -"131 DequantizeLinear_onnx^^Conv_612_1" [id=131, label="131 DequantizeLinear_onnx::Conv_612_1", type=DequantizeLinear]; -"132 /inception4a/branch1/conv/Conv" [id=132, type=Conv]; -"133 /inception4a/branch1/Relu" [id=133, type=Relu]; -"134 QuantizeLinear_onnx^^Conv_615_1" [id=134, label="134 QuantizeLinear_onnx::Conv_615_1", type=QuantizeLinear]; -"135 DequantizeLinear_onnx^^Conv_615_1" [id=135, label="135 DequantizeLinear_onnx::Conv_615_1", type=DequantizeLinear]; -"136 /inception4a/branch2/branch2.0/conv/Conv" [id=136, type=Conv]; -"137 /inception4a/branch2/branch2.0/Relu" [id=137, type=Relu]; -"138 QuantizeLinear_/inception4a/branch2/branch2.0/Relu_output_0_1" [id=138, type=QuantizeLinear]; -"139 DequantizeLinear_/inception4a/branch2/branch2.0/Relu_output_0_1" [id=139, type=DequantizeLinear]; -"140 QuantizeLinear_onnx^^Conv_618_1" [id=140, label="140 QuantizeLinear_onnx::Conv_618_1", type=QuantizeLinear]; -"141 DequantizeLinear_onnx^^Conv_618_1" [id=141, label="141 DequantizeLinear_onnx::Conv_618_1", type=DequantizeLinear]; -"142 /inception4a/branch2/branch2.1/conv/Conv" [id=142, type=Conv]; -"143 /inception4a/branch2/branch2.1/Relu" [id=143, type=Relu]; -"144 QuantizeLinear_onnx^^Conv_621_1" [id=144, label="144 QuantizeLinear_onnx::Conv_621_1", type=QuantizeLinear]; -"145 DequantizeLinear_onnx^^Conv_621_1" [id=145, label="145 DequantizeLinear_onnx::Conv_621_1", type=DequantizeLinear]; -"146 /inception4a/branch3/branch3.0/conv/Conv" [id=146, type=Conv]; -"147 /inception4a/branch3/branch3.0/Relu" [id=147, type=Relu]; -"148 QuantizeLinear_/inception4a/branch3/branch3.0/Relu_output_0_1" [id=148, type=QuantizeLinear]; -"149 DequantizeLinear_/inception4a/branch3/branch3.0/Relu_output_0_1" [id=149, type=DequantizeLinear]; -"150 QuantizeLinear_onnx^^Conv_624_1" [id=150, label="150 QuantizeLinear_onnx::Conv_624_1", type=QuantizeLinear]; -"151 DequantizeLinear_onnx^^Conv_624_1" [id=151, label="151 DequantizeLinear_onnx::Conv_624_1", type=DequantizeLinear]; -"152 /inception4a/branch3/branch3.1/conv/Conv" [id=152, type=Conv]; -"153 /inception4a/branch3/branch3.1/Relu" [id=153, type=Relu]; -"154 /inception4a/branch4/branch4.0/MaxPool" [id=154, type=MaxPool]; -"155 QuantizeLinear_onnx^^Conv_627_1" [id=155, label="155 QuantizeLinear_onnx::Conv_627_1", type=QuantizeLinear]; -"156 DequantizeLinear_onnx^^Conv_627_1" [id=156, label="156 DequantizeLinear_onnx::Conv_627_1", type=DequantizeLinear]; -"157 /inception4a/branch4/branch4.1/conv/Conv" [id=157, type=Conv]; -"158 /inception4a/branch4/branch4.1/Relu" [id=158, type=Relu]; -"159 QuantizeLinear_/inception4a/branch1/Relu_output_0_1" [id=159, type=QuantizeLinear]; -"160 DequantizeLinear_/inception4a/branch1/Relu_output_0_1" [id=160, type=DequantizeLinear]; -"161 QuantizeLinear_/inception4a/branch2/branch2.1/Relu_output_0_1" [id=161, type=QuantizeLinear]; -"162 DequantizeLinear_/inception4a/branch2/branch2.1/Relu_output_0_1" [id=162, type=DequantizeLinear]; -"163 QuantizeLinear_/inception4a/branch3/branch3.1/Relu_output_0_1" [id=163, type=QuantizeLinear]; -"164 DequantizeLinear_/inception4a/branch3/branch3.1/Relu_output_0_1" [id=164, type=DequantizeLinear]; -"165 QuantizeLinear_/inception4a/branch4/branch4.1/Relu_output_0_1" [id=165, type=QuantizeLinear]; -"166 DequantizeLinear_/inception4a/branch4/branch4.1/Relu_output_0_1" [id=166, type=DequantizeLinear]; -"167 /inception4a/Concat" [id=167, type=Concat]; -"168 QuantizeLinear_onnx^^Conv_630_1" [id=168, label="168 QuantizeLinear_onnx::Conv_630_1", type=QuantizeLinear]; -"169 DequantizeLinear_onnx^^Conv_630_1" [id=169, label="169 DequantizeLinear_onnx::Conv_630_1", type=DequantizeLinear]; -"170 /inception4b/branch1/conv/Conv" [id=170, type=Conv]; -"171 /inception4b/branch1/Relu" [id=171, type=Relu]; -"172 QuantizeLinear_onnx^^Conv_633_1" [id=172, label="172 QuantizeLinear_onnx::Conv_633_1", type=QuantizeLinear]; -"173 DequantizeLinear_onnx^^Conv_633_1" [id=173, label="173 DequantizeLinear_onnx::Conv_633_1", type=DequantizeLinear]; -"174 /inception4b/branch2/branch2.0/conv/Conv" [id=174, type=Conv]; -"175 /inception4b/branch2/branch2.0/Relu" [id=175, type=Relu]; -"176 QuantizeLinear_/inception4b/branch2/branch2.0/Relu_output_0_1" [id=176, type=QuantizeLinear]; -"177 DequantizeLinear_/inception4b/branch2/branch2.0/Relu_output_0_1" [id=177, type=DequantizeLinear]; -"178 QuantizeLinear_onnx^^Conv_636_1" [id=178, label="178 QuantizeLinear_onnx::Conv_636_1", type=QuantizeLinear]; -"179 DequantizeLinear_onnx^^Conv_636_1" [id=179, label="179 DequantizeLinear_onnx::Conv_636_1", type=DequantizeLinear]; -"180 /inception4b/branch2/branch2.1/conv/Conv" [id=180, type=Conv]; -"181 /inception4b/branch2/branch2.1/Relu" [id=181, type=Relu]; -"182 QuantizeLinear_onnx^^Conv_639_1" [id=182, label="182 QuantizeLinear_onnx::Conv_639_1", type=QuantizeLinear]; -"183 DequantizeLinear_onnx^^Conv_639_1" [id=183, label="183 DequantizeLinear_onnx::Conv_639_1", type=DequantizeLinear]; -"184 /inception4b/branch3/branch3.0/conv/Conv" [id=184, type=Conv]; -"185 /inception4b/branch3/branch3.0/Relu" [id=185, type=Relu]; -"186 QuantizeLinear_/inception4b/branch3/branch3.0/Relu_output_0_1" [id=186, type=QuantizeLinear]; -"187 DequantizeLinear_/inception4b/branch3/branch3.0/Relu_output_0_1" [id=187, type=DequantizeLinear]; -"188 QuantizeLinear_onnx^^Conv_642_1" [id=188, label="188 QuantizeLinear_onnx::Conv_642_1", type=QuantizeLinear]; -"189 DequantizeLinear_onnx^^Conv_642_1" [id=189, label="189 DequantizeLinear_onnx::Conv_642_1", type=DequantizeLinear]; -"190 /inception4b/branch3/branch3.1/conv/Conv" [id=190, type=Conv]; -"191 /inception4b/branch3/branch3.1/Relu" [id=191, type=Relu]; -"192 /inception4b/branch4/branch4.0/MaxPool" [id=192, type=MaxPool]; -"193 QuantizeLinear_onnx^^Conv_645_1" [id=193, label="193 QuantizeLinear_onnx::Conv_645_1", type=QuantizeLinear]; -"194 DequantizeLinear_onnx^^Conv_645_1" [id=194, label="194 DequantizeLinear_onnx::Conv_645_1", type=DequantizeLinear]; -"195 /inception4b/branch4/branch4.1/conv/Conv" [id=195, type=Conv]; -"196 /inception4b/branch4/branch4.1/Relu" [id=196, type=Relu]; -"197 QuantizeLinear_/inception4b/branch2/branch2.1/Relu_output_0_1" [id=197, type=QuantizeLinear]; -"198 DequantizeLinear_/inception4b/branch2/branch2.1/Relu_output_0_1" [id=198, type=DequantizeLinear]; -"199 QuantizeLinear_/inception4b/branch3/branch3.1/Relu_output_0_1" [id=199, type=QuantizeLinear]; -"200 DequantizeLinear_/inception4b/branch3/branch3.1/Relu_output_0_1" [id=200, type=DequantizeLinear]; -"201 QuantizeLinear_/inception4b/branch4/branch4.1/Relu_output_0_1" [id=201, type=QuantizeLinear]; -"202 DequantizeLinear_/inception4b/branch4/branch4.1/Relu_output_0_1" [id=202, type=DequantizeLinear]; -"203 QuantizeLinear_/inception4b/branch1/Relu_output_0_1" [id=203, type=QuantizeLinear]; -"204 DequantizeLinear_/inception4b/branch1/Relu_output_0_1" [id=204, type=DequantizeLinear]; -"205 /inception4b/Concat" [id=205, type=Concat]; -"206 QuantizeLinear_onnx^^Conv_648_1" [id=206, label="206 QuantizeLinear_onnx::Conv_648_1", type=QuantizeLinear]; -"207 DequantizeLinear_onnx^^Conv_648_1" [id=207, label="207 DequantizeLinear_onnx::Conv_648_1", type=DequantizeLinear]; -"208 /inception4c/branch1/conv/Conv" [id=208, type=Conv]; -"209 /inception4c/branch1/Relu" [id=209, type=Relu]; -"210 QuantizeLinear_onnx^^Conv_651_1" [id=210, label="210 QuantizeLinear_onnx::Conv_651_1", type=QuantizeLinear]; -"211 DequantizeLinear_onnx^^Conv_651_1" [id=211, label="211 DequantizeLinear_onnx::Conv_651_1", type=DequantizeLinear]; -"212 /inception4c/branch2/branch2.0/conv/Conv" [id=212, type=Conv]; -"213 /inception4c/branch2/branch2.0/Relu" [id=213, type=Relu]; -"214 QuantizeLinear_/inception4c/branch2/branch2.0/Relu_output_0_1" [id=214, type=QuantizeLinear]; -"215 DequantizeLinear_/inception4c/branch2/branch2.0/Relu_output_0_1" [id=215, type=DequantizeLinear]; -"216 QuantizeLinear_onnx^^Conv_654_1" [id=216, label="216 QuantizeLinear_onnx::Conv_654_1", type=QuantizeLinear]; -"217 DequantizeLinear_onnx^^Conv_654_1" [id=217, label="217 DequantizeLinear_onnx::Conv_654_1", type=DequantizeLinear]; -"218 /inception4c/branch2/branch2.1/conv/Conv" [id=218, type=Conv]; -"219 /inception4c/branch2/branch2.1/Relu" [id=219, type=Relu]; -"220 QuantizeLinear_onnx^^Conv_657_1" [id=220, label="220 QuantizeLinear_onnx::Conv_657_1", type=QuantizeLinear]; -"221 DequantizeLinear_onnx^^Conv_657_1" [id=221, label="221 DequantizeLinear_onnx::Conv_657_1", type=DequantizeLinear]; -"222 /inception4c/branch3/branch3.0/conv/Conv" [id=222, type=Conv]; -"223 /inception4c/branch3/branch3.0/Relu" [id=223, type=Relu]; -"224 QuantizeLinear_/inception4c/branch3/branch3.0/Relu_output_0_1" [id=224, type=QuantizeLinear]; -"225 DequantizeLinear_/inception4c/branch3/branch3.0/Relu_output_0_1" [id=225, type=DequantizeLinear]; -"226 QuantizeLinear_onnx^^Conv_660_1" [id=226, label="226 QuantizeLinear_onnx::Conv_660_1", type=QuantizeLinear]; -"227 DequantizeLinear_onnx^^Conv_660_1" [id=227, label="227 DequantizeLinear_onnx::Conv_660_1", type=DequantizeLinear]; -"228 /inception4c/branch3/branch3.1/conv/Conv" [id=228, type=Conv]; -"229 /inception4c/branch3/branch3.1/Relu" [id=229, type=Relu]; -"230 /inception4c/branch4/branch4.0/MaxPool" [id=230, type=MaxPool]; -"231 QuantizeLinear_onnx^^Conv_663_1" [id=231, label="231 QuantizeLinear_onnx::Conv_663_1", type=QuantizeLinear]; -"232 DequantizeLinear_onnx^^Conv_663_1" [id=232, label="232 DequantizeLinear_onnx::Conv_663_1", type=DequantizeLinear]; -"233 /inception4c/branch4/branch4.1/conv/Conv" [id=233, type=Conv]; -"234 /inception4c/branch4/branch4.1/Relu" [id=234, type=Relu]; -"235 QuantizeLinear_/inception4c/branch4/branch4.1/Relu_output_0_1" [id=235, type=QuantizeLinear]; -"236 DequantizeLinear_/inception4c/branch4/branch4.1/Relu_output_0_1" [id=236, type=DequantizeLinear]; -"237 QuantizeLinear_/inception4c/branch1/Relu_output_0_1" [id=237, type=QuantizeLinear]; -"238 DequantizeLinear_/inception4c/branch1/Relu_output_0_1" [id=238, type=DequantizeLinear]; -"239 QuantizeLinear_/inception4c/branch2/branch2.1/Relu_output_0_1" [id=239, type=QuantizeLinear]; -"240 DequantizeLinear_/inception4c/branch2/branch2.1/Relu_output_0_1" [id=240, type=DequantizeLinear]; -"241 QuantizeLinear_/inception4c/branch3/branch3.1/Relu_output_0_1" [id=241, type=QuantizeLinear]; -"242 DequantizeLinear_/inception4c/branch3/branch3.1/Relu_output_0_1" [id=242, type=DequantizeLinear]; -"243 /inception4c/Concat" [id=243, type=Concat]; -"244 QuantizeLinear_onnx^^Conv_666_1" [id=244, label="244 QuantizeLinear_onnx::Conv_666_1", type=QuantizeLinear]; -"245 DequantizeLinear_onnx^^Conv_666_1" [id=245, label="245 DequantizeLinear_onnx::Conv_666_1", type=DequantizeLinear]; -"246 /inception4d/branch1/conv/Conv" [id=246, type=Conv]; -"247 /inception4d/branch1/Relu" [id=247, type=Relu]; -"248 QuantizeLinear_onnx^^Conv_669_1" [id=248, label="248 QuantizeLinear_onnx::Conv_669_1", type=QuantizeLinear]; -"249 DequantizeLinear_onnx^^Conv_669_1" [id=249, label="249 DequantizeLinear_onnx::Conv_669_1", type=DequantizeLinear]; -"250 /inception4d/branch2/branch2.0/conv/Conv" [id=250, type=Conv]; -"251 /inception4d/branch2/branch2.0/Relu" [id=251, type=Relu]; -"252 QuantizeLinear_/inception4d/branch2/branch2.0/Relu_output_0_1" [id=252, type=QuantizeLinear]; -"253 DequantizeLinear_/inception4d/branch2/branch2.0/Relu_output_0_1" [id=253, type=DequantizeLinear]; -"254 QuantizeLinear_onnx^^Conv_672_1" [id=254, label="254 QuantizeLinear_onnx::Conv_672_1", type=QuantizeLinear]; -"255 DequantizeLinear_onnx^^Conv_672_1" [id=255, label="255 DequantizeLinear_onnx::Conv_672_1", type=DequantizeLinear]; -"256 /inception4d/branch2/branch2.1/conv/Conv" [id=256, type=Conv]; -"257 /inception4d/branch2/branch2.1/Relu" [id=257, type=Relu]; -"258 QuantizeLinear_onnx^^Conv_675_1" [id=258, label="258 QuantizeLinear_onnx::Conv_675_1", type=QuantizeLinear]; -"259 DequantizeLinear_onnx^^Conv_675_1" [id=259, label="259 DequantizeLinear_onnx::Conv_675_1", type=DequantizeLinear]; -"260 /inception4d/branch3/branch3.0/conv/Conv" [id=260, type=Conv]; -"261 /inception4d/branch3/branch3.0/Relu" [id=261, type=Relu]; -"262 QuantizeLinear_/inception4d/branch3/branch3.0/Relu_output_0_1" [id=262, type=QuantizeLinear]; -"263 DequantizeLinear_/inception4d/branch3/branch3.0/Relu_output_0_1" [id=263, type=DequantizeLinear]; -"264 QuantizeLinear_onnx^^Conv_678_1" [id=264, label="264 QuantizeLinear_onnx::Conv_678_1", type=QuantizeLinear]; -"265 DequantizeLinear_onnx^^Conv_678_1" [id=265, label="265 DequantizeLinear_onnx::Conv_678_1", type=DequantizeLinear]; -"266 /inception4d/branch3/branch3.1/conv/Conv" [id=266, type=Conv]; -"267 /inception4d/branch3/branch3.1/Relu" [id=267, type=Relu]; -"268 /inception4d/branch4/branch4.0/MaxPool" [id=268, type=MaxPool]; -"269 QuantizeLinear_onnx^^Conv_681_1" [id=269, label="269 QuantizeLinear_onnx::Conv_681_1", type=QuantizeLinear]; -"270 DequantizeLinear_onnx^^Conv_681_1" [id=270, label="270 DequantizeLinear_onnx::Conv_681_1", type=DequantizeLinear]; -"271 /inception4d/branch4/branch4.1/conv/Conv" [id=271, type=Conv]; -"272 /inception4d/branch4/branch4.1/Relu" [id=272, type=Relu]; -"273 QuantizeLinear_/inception4d/branch2/branch2.1/Relu_output_0_1" [id=273, type=QuantizeLinear]; -"274 DequantizeLinear_/inception4d/branch2/branch2.1/Relu_output_0_1" [id=274, type=DequantizeLinear]; -"275 QuantizeLinear_/inception4d/branch3/branch3.1/Relu_output_0_1" [id=275, type=QuantizeLinear]; -"276 DequantizeLinear_/inception4d/branch3/branch3.1/Relu_output_0_1" [id=276, type=DequantizeLinear]; -"277 QuantizeLinear_/inception4d/branch4/branch4.1/Relu_output_0_1" [id=277, type=QuantizeLinear]; -"278 DequantizeLinear_/inception4d/branch4/branch4.1/Relu_output_0_1" [id=278, type=DequantizeLinear]; -"279 QuantizeLinear_/inception4d/branch1/Relu_output_0_1" [id=279, type=QuantizeLinear]; -"280 DequantizeLinear_/inception4d/branch1/Relu_output_0_1" [id=280, type=DequantizeLinear]; -"281 /inception4d/Concat" [id=281, type=Concat]; -"282 QuantizeLinear_onnx^^Conv_684_1" [id=282, label="282 QuantizeLinear_onnx::Conv_684_1", type=QuantizeLinear]; -"283 DequantizeLinear_onnx^^Conv_684_1" [id=283, label="283 DequantizeLinear_onnx::Conv_684_1", type=DequantizeLinear]; -"284 /inception4e/branch1/conv/Conv" [id=284, type=Conv]; -"285 /inception4e/branch1/Relu" [id=285, type=Relu]; -"286 QuantizeLinear_onnx^^Conv_687_1" [id=286, label="286 QuantizeLinear_onnx::Conv_687_1", type=QuantizeLinear]; -"287 DequantizeLinear_onnx^^Conv_687_1" [id=287, label="287 DequantizeLinear_onnx::Conv_687_1", type=DequantizeLinear]; -"288 /inception4e/branch2/branch2.0/conv/Conv" [id=288, type=Conv]; -"289 /inception4e/branch2/branch2.0/Relu" [id=289, type=Relu]; -"290 QuantizeLinear_/inception4e/branch2/branch2.0/Relu_output_0_1" [id=290, type=QuantizeLinear]; -"291 DequantizeLinear_/inception4e/branch2/branch2.0/Relu_output_0_1" [id=291, type=DequantizeLinear]; -"292 QuantizeLinear_onnx^^Conv_690_1" [id=292, label="292 QuantizeLinear_onnx::Conv_690_1", type=QuantizeLinear]; -"293 DequantizeLinear_onnx^^Conv_690_1" [id=293, label="293 DequantizeLinear_onnx::Conv_690_1", type=DequantizeLinear]; -"294 /inception4e/branch2/branch2.1/conv/Conv" [id=294, type=Conv]; -"295 /inception4e/branch2/branch2.1/Relu" [id=295, type=Relu]; -"296 QuantizeLinear_onnx^^Conv_693_1" [id=296, label="296 QuantizeLinear_onnx::Conv_693_1", type=QuantizeLinear]; -"297 DequantizeLinear_onnx^^Conv_693_1" [id=297, label="297 DequantizeLinear_onnx::Conv_693_1", type=DequantizeLinear]; -"298 /inception4e/branch3/branch3.0/conv/Conv" [id=298, type=Conv]; -"299 /inception4e/branch3/branch3.0/Relu" [id=299, type=Relu]; -"300 QuantizeLinear_/inception4e/branch3/branch3.0/Relu_output_0_1" [id=300, type=QuantizeLinear]; -"301 DequantizeLinear_/inception4e/branch3/branch3.0/Relu_output_0_1" [id=301, type=DequantizeLinear]; -"302 QuantizeLinear_onnx^^Conv_696_1" [id=302, label="302 QuantizeLinear_onnx::Conv_696_1", type=QuantizeLinear]; -"303 DequantizeLinear_onnx^^Conv_696_1" [id=303, label="303 DequantizeLinear_onnx::Conv_696_1", type=DequantizeLinear]; -"304 /inception4e/branch3/branch3.1/conv/Conv" [id=304, type=Conv]; -"305 /inception4e/branch3/branch3.1/Relu" [id=305, type=Relu]; -"306 /inception4e/branch4/branch4.0/MaxPool" [id=306, type=MaxPool]; -"307 QuantizeLinear_onnx^^Conv_699_1" [id=307, label="307 QuantizeLinear_onnx::Conv_699_1", type=QuantizeLinear]; -"308 DequantizeLinear_onnx^^Conv_699_1" [id=308, label="308 DequantizeLinear_onnx::Conv_699_1", type=DequantizeLinear]; -"309 /inception4e/branch4/branch4.1/conv/Conv" [id=309, type=Conv]; -"310 /inception4e/branch4/branch4.1/Relu" [id=310, type=Relu]; -"311 QuantizeLinear_/inception4e/branch2/branch2.1/Relu_output_0_1" [id=311, type=QuantizeLinear]; -"312 DequantizeLinear_/inception4e/branch2/branch2.1/Relu_output_0_1" [id=312, type=DequantizeLinear]; -"313 QuantizeLinear_/inception4e/branch3/branch3.1/Relu_output_0_1" [id=313, type=QuantizeLinear]; -"314 DequantizeLinear_/inception4e/branch3/branch3.1/Relu_output_0_1" [id=314, type=DequantizeLinear]; -"315 QuantizeLinear_/inception4e/branch4/branch4.1/Relu_output_0_1" [id=315, type=QuantizeLinear]; -"316 DequantizeLinear_/inception4e/branch4/branch4.1/Relu_output_0_1" [id=316, type=DequantizeLinear]; -"317 QuantizeLinear_/inception4e/branch1/Relu_output_0_1" [id=317, type=QuantizeLinear]; -"318 DequantizeLinear_/inception4e/branch1/Relu_output_0_1" [id=318, type=DequantizeLinear]; -"319 /inception4e/Concat" [id=319, type=Concat]; -"320 /maxpool4/MaxPool" [id=320, type=MaxPool]; -"321 QuantizeLinear_onnx^^Conv_702_1" [id=321, label="321 QuantizeLinear_onnx::Conv_702_1", type=QuantizeLinear]; -"322 DequantizeLinear_onnx^^Conv_702_1" [id=322, label="322 DequantizeLinear_onnx::Conv_702_1", type=DequantizeLinear]; -"323 /inception5a/branch1/conv/Conv" [id=323, type=Conv]; -"324 /inception5a/branch1/Relu" [id=324, type=Relu]; -"325 QuantizeLinear_onnx^^Conv_705_1" [id=325, label="325 QuantizeLinear_onnx::Conv_705_1", type=QuantizeLinear]; -"326 DequantizeLinear_onnx^^Conv_705_1" [id=326, label="326 DequantizeLinear_onnx::Conv_705_1", type=DequantizeLinear]; -"327 /inception5a/branch2/branch2.0/conv/Conv" [id=327, type=Conv]; -"328 /inception5a/branch2/branch2.0/Relu" [id=328, type=Relu]; -"329 QuantizeLinear_/inception5a/branch2/branch2.0/Relu_output_0_1" [id=329, type=QuantizeLinear]; -"330 DequantizeLinear_/inception5a/branch2/branch2.0/Relu_output_0_1" [id=330, type=DequantizeLinear]; -"331 QuantizeLinear_onnx^^Conv_708_1" [id=331, label="331 QuantizeLinear_onnx::Conv_708_1", type=QuantizeLinear]; -"332 DequantizeLinear_onnx^^Conv_708_1" [id=332, label="332 DequantizeLinear_onnx::Conv_708_1", type=DequantizeLinear]; -"333 /inception5a/branch2/branch2.1/conv/Conv" [id=333, type=Conv]; -"334 /inception5a/branch2/branch2.1/Relu" [id=334, type=Relu]; -"335 QuantizeLinear_onnx^^Conv_711_1" [id=335, label="335 QuantizeLinear_onnx::Conv_711_1", type=QuantizeLinear]; -"336 DequantizeLinear_onnx^^Conv_711_1" [id=336, label="336 DequantizeLinear_onnx::Conv_711_1", type=DequantizeLinear]; -"337 /inception5a/branch3/branch3.0/conv/Conv" [id=337, type=Conv]; -"338 /inception5a/branch3/branch3.0/Relu" [id=338, type=Relu]; -"339 QuantizeLinear_/inception5a/branch3/branch3.0/Relu_output_0_1" [id=339, type=QuantizeLinear]; -"340 DequantizeLinear_/inception5a/branch3/branch3.0/Relu_output_0_1" [id=340, type=DequantizeLinear]; -"341 QuantizeLinear_onnx^^Conv_714_1" [id=341, label="341 QuantizeLinear_onnx::Conv_714_1", type=QuantizeLinear]; -"342 DequantizeLinear_onnx^^Conv_714_1" [id=342, label="342 DequantizeLinear_onnx::Conv_714_1", type=DequantizeLinear]; -"343 /inception5a/branch3/branch3.1/conv/Conv" [id=343, type=Conv]; -"344 /inception5a/branch3/branch3.1/Relu" [id=344, type=Relu]; -"345 /inception5a/branch4/branch4.0/MaxPool" [id=345, type=MaxPool]; -"346 QuantizeLinear_onnx^^Conv_717_1" [id=346, label="346 QuantizeLinear_onnx::Conv_717_1", type=QuantizeLinear]; -"347 DequantizeLinear_onnx^^Conv_717_1" [id=347, label="347 DequantizeLinear_onnx::Conv_717_1", type=DequantizeLinear]; -"348 /inception5a/branch4/branch4.1/conv/Conv" [id=348, type=Conv]; -"349 /inception5a/branch4/branch4.1/Relu" [id=349, type=Relu]; -"350 QuantizeLinear_/inception5a/branch2/branch2.1/Relu_output_0_1" [id=350, type=QuantizeLinear]; -"351 DequantizeLinear_/inception5a/branch2/branch2.1/Relu_output_0_1" [id=351, type=DequantizeLinear]; -"352 QuantizeLinear_/inception5a/branch3/branch3.1/Relu_output_0_1" [id=352, type=QuantizeLinear]; -"353 DequantizeLinear_/inception5a/branch3/branch3.1/Relu_output_0_1" [id=353, type=DequantizeLinear]; -"354 QuantizeLinear_/inception5a/branch4/branch4.1/Relu_output_0_1" [id=354, type=QuantizeLinear]; -"355 DequantizeLinear_/inception5a/branch4/branch4.1/Relu_output_0_1" [id=355, type=DequantizeLinear]; -"356 QuantizeLinear_/inception5a/branch1/Relu_output_0_1" [id=356, type=QuantizeLinear]; -"357 DequantizeLinear_/inception5a/branch1/Relu_output_0_1" [id=357, type=DequantizeLinear]; -"358 /inception5a/Concat" [id=358, type=Concat]; -"359 QuantizeLinear_onnx^^Conv_720_1" [id=359, label="359 QuantizeLinear_onnx::Conv_720_1", type=QuantizeLinear]; -"360 DequantizeLinear_onnx^^Conv_720_1" [id=360, label="360 DequantizeLinear_onnx::Conv_720_1", type=DequantizeLinear]; -"361 /inception5b/branch1/conv/Conv" [id=361, type=Conv]; -"362 /inception5b/branch1/Relu" [id=362, type=Relu]; -"363 QuantizeLinear_onnx^^Conv_723_1" [id=363, label="363 QuantizeLinear_onnx::Conv_723_1", type=QuantizeLinear]; -"364 DequantizeLinear_onnx^^Conv_723_1" [id=364, label="364 DequantizeLinear_onnx::Conv_723_1", type=DequantizeLinear]; -"365 /inception5b/branch2/branch2.0/conv/Conv" [id=365, type=Conv]; -"366 /inception5b/branch2/branch2.0/Relu" [id=366, type=Relu]; -"367 QuantizeLinear_/inception5b/branch2/branch2.0/Relu_output_0_1" [id=367, type=QuantizeLinear]; -"368 DequantizeLinear_/inception5b/branch2/branch2.0/Relu_output_0_1" [id=368, type=DequantizeLinear]; -"369 QuantizeLinear_onnx^^Conv_726_1" [id=369, label="369 QuantizeLinear_onnx::Conv_726_1", type=QuantizeLinear]; -"370 DequantizeLinear_onnx^^Conv_726_1" [id=370, label="370 DequantizeLinear_onnx::Conv_726_1", type=DequantizeLinear]; -"371 /inception5b/branch2/branch2.1/conv/Conv" [id=371, type=Conv]; -"372 /inception5b/branch2/branch2.1/Relu" [id=372, type=Relu]; -"373 QuantizeLinear_onnx^^Conv_729_1" [id=373, label="373 QuantizeLinear_onnx::Conv_729_1", type=QuantizeLinear]; -"374 DequantizeLinear_onnx^^Conv_729_1" [id=374, label="374 DequantizeLinear_onnx::Conv_729_1", type=DequantizeLinear]; -"375 /inception5b/branch3/branch3.0/conv/Conv" [id=375, type=Conv]; -"376 /inception5b/branch3/branch3.0/Relu" [id=376, type=Relu]; -"377 QuantizeLinear_/inception5b/branch3/branch3.0/Relu_output_0_1" [id=377, type=QuantizeLinear]; -"378 DequantizeLinear_/inception5b/branch3/branch3.0/Relu_output_0_1" [id=378, type=DequantizeLinear]; -"379 QuantizeLinear_onnx^^Conv_732_1" [id=379, label="379 QuantizeLinear_onnx::Conv_732_1", type=QuantizeLinear]; 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DequantizeLinear_/inception5b/branch2/branch2.1/Relu_output_0_1" [id=391, type=DequantizeLinear]; -"392 QuantizeLinear_/inception5b/branch3/branch3.1/Relu_output_0_1" [id=392, type=QuantizeLinear]; -"393 DequantizeLinear_/inception5b/branch3/branch3.1/Relu_output_0_1" [id=393, type=DequantizeLinear]; -"394 QuantizeLinear_/inception5b/branch4/branch4.1/Relu_output_0_1" [id=394, type=QuantizeLinear]; -"395 DequantizeLinear_/inception5b/branch4/branch4.1/Relu_output_0_1" [id=395, type=DequantizeLinear]; -"396 /inception5b/Concat" [id=396, type=Concat]; -"397 /avgpool/GlobalAveragePool" [id=397, type=GlobalAveragePool]; -"398 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [id=398, type=QuantizeLinear]; -"399 DequantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [id=399, type=DequantizeLinear]; -"400 /Flatten" [id=400, type=Flatten]; -"401 QuantizeLinear_fc.weight_1" [id=401, type=QuantizeLinear]; -"402 DequantizeLinear_fc.weight_1" [id=402, type=DequantizeLinear]; -"403 /fc/Gemm" [id=403, type=Gemm]; -"404 nncf_model_input_0" [id=404, type=nncf_model_input]; -"405 nncf_model_output_0" [id=405, type=nncf_model_output]; -"0 /Constant" -> "4 /Gather" [label="[]", style=dashed]; -"1 /Constant_1" -> "11 /Gather_1" [label="[]", style=dashed]; -"2 QuantizeLinear_x.1_1" -> "3 DequantizeLinear_x.1_1" [label="[1, 3, 224, 224]", style=dashed]; -"3 DequantizeLinear_x.1_1" -> "4 /Gather" [label="[1, 3, 224, 224]", style=solid]; -"3 DequantizeLinear_x.1_1" -> "11 /Gather_1" [label="[1, 3, 224, 224]", style=solid]; -"3 DequantizeLinear_x.1_1" -> "19 /Gather_2" [label="[1, 3, 224, 224]", style=solid]; -"4 /Gather" -> "6 /Unsqueeze" [label="[1, 224, 224]", style=solid]; -"5 /Constant_2" -> "6 /Unsqueeze" [label="[1]", style=dashed]; -"6 /Unsqueeze" -> "8 /Mul" [label="[1, 1, 224, 224]", style=solid]; -"7 /Constant_3" -> "8 /Mul" [label="[]", style=solid]; -"8 /Mul" -> "10 /Add" [label="[1, 1, 224, 224]", style=solid]; -"9 /Constant_4" -> "10 /Add" [label="[]", style=solid]; 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/maxpool2/MaxPool" -> "55 /inception3a/branch1/conv/Conv" [label="[1, 192, 28, 28]", style=solid]; -"52 /maxpool2/MaxPool" -> "59 /inception3a/branch2/branch2.0/conv/Conv" [label="[1, 192, 28, 28]", style=solid]; -"52 /maxpool2/MaxPool" -> "69 /inception3a/branch3/branch3.0/conv/Conv" [label="[1, 192, 28, 28]", style=solid]; -"52 /maxpool2/MaxPool" -> "77 /inception3a/branch4/branch4.0/MaxPool" [label="[1, 192, 28, 28]", style=solid]; -"53 QuantizeLinear_onnx^^Conv_576_1" -> "54 DequantizeLinear_onnx^^Conv_576_1" [label="[64, 192, 1, 1]", style=dashed]; -"54 DequantizeLinear_onnx^^Conv_576_1" -> "55 /inception3a/branch1/conv/Conv" [label="[64, 192, 1, 1]", style=solid]; -"55 /inception3a/branch1/conv/Conv" -> "56 /inception3a/branch1/Relu" [label="[1, 64, 28, 28]", style=solid]; -"56 /inception3a/branch1/Relu" -> "88 QuantizeLinear_/inception3a/branch1/Relu_output_0_1" [label="[1, 64, 28, 28]", style=solid]; -"57 QuantizeLinear_onnx^^Conv_579_1" -> "58 DequantizeLinear_onnx^^Conv_579_1" [label="[96, 192, 1, 1]", style=dashed]; -"58 DequantizeLinear_onnx^^Conv_579_1" -> "59 /inception3a/branch2/branch2.0/conv/Conv" [label="[96, 192, 1, 1]", style=solid]; -"59 /inception3a/branch2/branch2.0/conv/Conv" -> "60 /inception3a/branch2/branch2.0/Relu" [label="[1, 96, 28, 28]", style=solid]; -"60 /inception3a/branch2/branch2.0/Relu" -> "61 QuantizeLinear_/inception3a/branch2/branch2.0/Relu_output_0_1" [label="[1, 96, 28, 28]", style=solid]; -"61 QuantizeLinear_/inception3a/branch2/branch2.0/Relu_output_0_1" -> "62 DequantizeLinear_/inception3a/branch2/branch2.0/Relu_output_0_1" [label="[1, 96, 28, 28]", style=dashed]; -"62 DequantizeLinear_/inception3a/branch2/branch2.0/Relu_output_0_1" -> "65 /inception3a/branch2/branch2.1/conv/Conv" [label="[1, 96, 28, 28]", style=solid]; -"63 QuantizeLinear_onnx^^Conv_582_1" -> "64 DequantizeLinear_onnx^^Conv_582_1" [label="[128, 96, 3, 3]", style=dashed]; -"64 DequantizeLinear_onnx^^Conv_582_1" -> "65 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DequantizeLinear_/inception3a/branch3/branch3.1/Relu_output_0_1" -> "90 /inception3a/Concat" [label="[1, 32, 28, 28]", style=solid]; -"86 QuantizeLinear_/inception3a/branch4/branch4.1/Relu_output_0_1" -> "87 DequantizeLinear_/inception3a/branch4/branch4.1/Relu_output_0_1" [label="[1, 32, 28, 28]", style=dashed]; -"87 DequantizeLinear_/inception3a/branch4/branch4.1/Relu_output_0_1" -> "90 /inception3a/Concat" [label="[1, 32, 28, 28]", style=solid]; -"88 QuantizeLinear_/inception3a/branch1/Relu_output_0_1" -> "89 DequantizeLinear_/inception3a/branch1/Relu_output_0_1" [label="[1, 64, 28, 28]", style=dashed]; -"89 DequantizeLinear_/inception3a/branch1/Relu_output_0_1" -> "90 /inception3a/Concat" [label="[1, 64, 28, 28]", style=solid]; -"90 /inception3a/Concat" -> "93 /inception3b/branch1/conv/Conv" [label="[1, 256, 28, 28]", style=solid]; -"90 /inception3a/Concat" -> "97 /inception3b/branch2/branch2.0/conv/Conv" [label="[1, 256, 28, 28]", style=solid]; -"90 /inception3a/Concat" -> "107 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/inception3b/branch2/branch2.1/Relu" -> "120 QuantizeLinear_/inception3b/branch2/branch2.1/Relu_output_0_1" [label="[1, 192, 28, 28]", style=solid]; -"105 QuantizeLinear_onnx^^Conv_603_1" -> "106 DequantizeLinear_onnx^^Conv_603_1" [label="[32, 256, 1, 1]", style=dashed]; -"106 DequantizeLinear_onnx^^Conv_603_1" -> "107 /inception3b/branch3/branch3.0/conv/Conv" [label="[32, 256, 1, 1]", style=solid]; -"107 /inception3b/branch3/branch3.0/conv/Conv" -> "108 /inception3b/branch3/branch3.0/Relu" [label="[1, 32, 28, 28]", style=solid]; -"108 /inception3b/branch3/branch3.0/Relu" -> "109 QuantizeLinear_/inception3b/branch3/branch3.0/Relu_output_0_1" [label="[1, 32, 28, 28]", style=solid]; -"109 QuantizeLinear_/inception3b/branch3/branch3.0/Relu_output_0_1" -> "110 DequantizeLinear_/inception3b/branch3/branch3.0/Relu_output_0_1" [label="[1, 32, 28, 28]", style=dashed]; -"110 DequantizeLinear_/inception3b/branch3/branch3.0/Relu_output_0_1" -> "113 /inception3b/branch3/branch3.1/conv/Conv" 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/maxpool3/MaxPool" -> "154 /inception4a/branch4/branch4.0/MaxPool" [label="[1, 480, 14, 14]", style=solid]; -"130 QuantizeLinear_onnx^^Conv_612_1" -> "131 DequantizeLinear_onnx^^Conv_612_1" [label="[192, 480, 1, 1]", style=dashed]; -"131 DequantizeLinear_onnx^^Conv_612_1" -> "132 /inception4a/branch1/conv/Conv" [label="[192, 480, 1, 1]", style=solid]; -"132 /inception4a/branch1/conv/Conv" -> "133 /inception4a/branch1/Relu" [label="[1, 192, 14, 14]", style=solid]; -"133 /inception4a/branch1/Relu" -> "159 QuantizeLinear_/inception4a/branch1/Relu_output_0_1" [label="[1, 192, 14, 14]", style=solid]; -"134 QuantizeLinear_onnx^^Conv_615_1" -> "135 DequantizeLinear_onnx^^Conv_615_1" [label="[96, 480, 1, 1]", style=dashed]; -"135 DequantizeLinear_onnx^^Conv_615_1" -> "136 /inception4a/branch2/branch2.0/conv/Conv" [label="[96, 480, 1, 1]", style=solid]; -"136 /inception4a/branch2/branch2.0/conv/Conv" -> "137 /inception4a/branch2/branch2.0/Relu" [label="[1, 96, 14, 14]", style=solid]; -"137 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style=dashed]; -"183 DequantizeLinear_onnx^^Conv_639_1" -> "184 /inception4b/branch3/branch3.0/conv/Conv" [label="[24, 512, 1, 1]", style=solid]; -"184 /inception4b/branch3/branch3.0/conv/Conv" -> "185 /inception4b/branch3/branch3.0/Relu" [label="[1, 24, 14, 14]", style=solid]; -"185 /inception4b/branch3/branch3.0/Relu" -> "186 QuantizeLinear_/inception4b/branch3/branch3.0/Relu_output_0_1" [label="[1, 24, 14, 14]", style=solid]; -"186 QuantizeLinear_/inception4b/branch3/branch3.0/Relu_output_0_1" -> "187 DequantizeLinear_/inception4b/branch3/branch3.0/Relu_output_0_1" [label="[1, 24, 14, 14]", style=dashed]; -"187 DequantizeLinear_/inception4b/branch3/branch3.0/Relu_output_0_1" -> "190 /inception4b/branch3/branch3.1/conv/Conv" [label="[1, 24, 14, 14]", style=solid]; -"188 QuantizeLinear_onnx^^Conv_642_1" -> "189 DequantizeLinear_onnx^^Conv_642_1" [label="[64, 24, 3, 3]", style=dashed]; -"189 DequantizeLinear_onnx^^Conv_642_1" -> "190 /inception4b/branch3/branch3.1/conv/Conv" 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style=solid]; -"197 QuantizeLinear_/inception4b/branch2/branch2.1/Relu_output_0_1" -> "198 DequantizeLinear_/inception4b/branch2/branch2.1/Relu_output_0_1" [label="[1, 224, 14, 14]", style=dashed]; -"198 DequantizeLinear_/inception4b/branch2/branch2.1/Relu_output_0_1" -> "205 /inception4b/Concat" [label="[1, 224, 14, 14]", style=solid]; -"199 QuantizeLinear_/inception4b/branch3/branch3.1/Relu_output_0_1" -> "200 DequantizeLinear_/inception4b/branch3/branch3.1/Relu_output_0_1" [label="[1, 64, 14, 14]", style=dashed]; -"200 DequantizeLinear_/inception4b/branch3/branch3.1/Relu_output_0_1" -> "205 /inception4b/Concat" [label="[1, 64, 14, 14]", style=solid]; -"201 QuantizeLinear_/inception4b/branch4/branch4.1/Relu_output_0_1" -> "202 DequantizeLinear_/inception4b/branch4/branch4.1/Relu_output_0_1" [label="[1, 64, 14, 14]", style=dashed]; -"202 DequantizeLinear_/inception4b/branch4/branch4.1/Relu_output_0_1" -> "205 /inception4b/Concat" [label="[1, 64, 14, 14]", style=solid]; -"203 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style=solid]; -"229 /inception4c/branch3/branch3.1/Relu" -> "241 QuantizeLinear_/inception4c/branch3/branch3.1/Relu_output_0_1" [label="[1, 64, 14, 14]", style=solid]; -"230 /inception4c/branch4/branch4.0/MaxPool" -> "233 /inception4c/branch4/branch4.1/conv/Conv" [label="[1, 512, 14, 14]", style=solid]; -"231 QuantizeLinear_onnx^^Conv_663_1" -> "232 DequantizeLinear_onnx^^Conv_663_1" [label="[64, 512, 1, 1]", style=dashed]; -"232 DequantizeLinear_onnx^^Conv_663_1" -> "233 /inception4c/branch4/branch4.1/conv/Conv" [label="[64, 512, 1, 1]", style=solid]; -"233 /inception4c/branch4/branch4.1/conv/Conv" -> "234 /inception4c/branch4/branch4.1/Relu" [label="[1, 64, 14, 14]", style=solid]; -"234 /inception4c/branch4/branch4.1/Relu" -> "235 QuantizeLinear_/inception4c/branch4/branch4.1/Relu_output_0_1" [label="[1, 64, 14, 14]", style=solid]; -"235 QuantizeLinear_/inception4c/branch4/branch4.1/Relu_output_0_1" -> "236 DequantizeLinear_/inception4c/branch4/branch4.1/Relu_output_0_1" [label="[1, 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DequantizeLinear_/inception4c/branch3/branch3.1/Relu_output_0_1" -> "243 /inception4c/Concat" [label="[1, 64, 14, 14]", style=solid]; -"243 /inception4c/Concat" -> "246 /inception4d/branch1/conv/Conv" [label="[1, 512, 14, 14]", style=solid]; -"243 /inception4c/Concat" -> "250 /inception4d/branch2/branch2.0/conv/Conv" [label="[1, 512, 14, 14]", style=solid]; -"243 /inception4c/Concat" -> "260 /inception4d/branch3/branch3.0/conv/Conv" [label="[1, 512, 14, 14]", style=solid]; -"243 /inception4c/Concat" -> "268 /inception4d/branch4/branch4.0/MaxPool" [label="[1, 512, 14, 14]", style=solid]; -"244 QuantizeLinear_onnx^^Conv_666_1" -> "245 DequantizeLinear_onnx^^Conv_666_1" [label="[112, 512, 1, 1]", style=dashed]; -"245 DequantizeLinear_onnx^^Conv_666_1" -> "246 /inception4d/branch1/conv/Conv" [label="[112, 512, 1, 1]", style=solid]; -"246 /inception4d/branch1/conv/Conv" -> "247 /inception4d/branch1/Relu" [label="[1, 112, 14, 14]", style=solid]; -"247 /inception4d/branch1/Relu" -> "279 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-> "375 /inception5b/branch3/branch3.0/conv/Conv" [label="[1, 832, 7, 7]", style=solid]; -"358 /inception5a/Concat" -> "383 /inception5b/branch4/branch4.0/MaxPool" [label="[1, 832, 7, 7]", style=solid]; -"359 QuantizeLinear_onnx^^Conv_720_1" -> "360 DequantizeLinear_onnx^^Conv_720_1" [label="[384, 832, 1, 1]", style=dashed]; -"360 DequantizeLinear_onnx^^Conv_720_1" -> "361 /inception5b/branch1/conv/Conv" [label="[384, 832, 1, 1]", style=solid]; -"361 /inception5b/branch1/conv/Conv" -> "362 /inception5b/branch1/Relu" [label="[1, 384, 7, 7]", style=solid]; -"362 /inception5b/branch1/Relu" -> "388 QuantizeLinear_/inception5b/branch1/Relu_output_0_1" [label="[1, 384, 7, 7]", style=solid]; -"363 QuantizeLinear_onnx^^Conv_723_1" -> "364 DequantizeLinear_onnx^^Conv_723_1" [label="[192, 832, 1, 1]", style=dashed]; -"364 DequantizeLinear_onnx^^Conv_723_1" -> "365 /inception5b/branch2/branch2.0/conv/Conv" [label="[192, 832, 1, 1]", style=solid]; -"365 /inception5b/branch2/branch2.0/conv/Conv" -> 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/inception5b/branch2/branch2.1/Relu" -> "390 QuantizeLinear_/inception5b/branch2/branch2.1/Relu_output_0_1" [label="[1, 384, 7, 7]", style=solid]; -"373 QuantizeLinear_onnx^^Conv_729_1" -> "374 DequantizeLinear_onnx^^Conv_729_1" [label="[48, 832, 1, 1]", style=dashed]; -"374 DequantizeLinear_onnx^^Conv_729_1" -> "375 /inception5b/branch3/branch3.0/conv/Conv" [label="[48, 832, 1, 1]", style=solid]; -"375 /inception5b/branch3/branch3.0/conv/Conv" -> "376 /inception5b/branch3/branch3.0/Relu" [label="[1, 48, 7, 7]", style=solid]; -"376 /inception5b/branch3/branch3.0/Relu" -> "377 QuantizeLinear_/inception5b/branch3/branch3.0/Relu_output_0_1" [label="[1, 48, 7, 7]", style=solid]; -"377 QuantizeLinear_/inception5b/branch3/branch3.0/Relu_output_0_1" -> "378 DequantizeLinear_/inception5b/branch3/branch3.0/Relu_output_0_1" [label="[1, 48, 7, 7]", style=dashed]; -"378 DequantizeLinear_/inception5b/branch3/branch3.0/Relu_output_0_1" -> "381 /inception5b/branch3/branch3.1/conv/Conv" [label="[1, 48, 7, 7]", style=solid]; -"379 QuantizeLinear_onnx^^Conv_732_1" -> "380 DequantizeLinear_onnx^^Conv_732_1" [label="[128, 48, 3, 3]", style=dashed]; -"380 DequantizeLinear_onnx^^Conv_732_1" -> "381 /inception5b/branch3/branch3.1/conv/Conv" [label="[128, 48, 3, 3]", style=solid]; -"381 /inception5b/branch3/branch3.1/conv/Conv" -> "382 /inception5b/branch3/branch3.1/Relu" [label="[1, 128, 7, 7]", style=solid]; -"382 /inception5b/branch3/branch3.1/Relu" -> "392 QuantizeLinear_/inception5b/branch3/branch3.1/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"383 /inception5b/branch4/branch4.0/MaxPool" -> "386 /inception5b/branch4/branch4.1/conv/Conv" [label="[1, 832, 7, 7]", style=solid]; -"384 QuantizeLinear_onnx^^Conv_735_1" -> "385 DequantizeLinear_onnx^^Conv_735_1" [label="[128, 832, 1, 1]", style=dashed]; -"385 DequantizeLinear_onnx^^Conv_735_1" -> "386 /inception5b/branch4/branch4.1/conv/Conv" [label="[128, 832, 1, 1]", style=solid]; -"386 /inception5b/branch4/branch4.1/conv/Conv" -> "387 /inception5b/branch4/branch4.1/Relu" [label="[1, 128, 7, 7]", style=solid]; -"387 /inception5b/branch4/branch4.1/Relu" -> "394 QuantizeLinear_/inception5b/branch4/branch4.1/Relu_output_0_1" [label="[1, 128, 7, 7]", style=solid]; -"388 QuantizeLinear_/inception5b/branch1/Relu_output_0_1" -> "389 DequantizeLinear_/inception5b/branch1/Relu_output_0_1" [label="[1, 384, 7, 7]", style=dashed]; -"389 DequantizeLinear_/inception5b/branch1/Relu_output_0_1" -> "396 /inception5b/Concat" [label="[1, 384, 7, 7]", style=solid]; -"390 QuantizeLinear_/inception5b/branch2/branch2.1/Relu_output_0_1" -> "391 DequantizeLinear_/inception5b/branch2/branch2.1/Relu_output_0_1" [label="[1, 384, 7, 7]", style=dashed]; -"391 DequantizeLinear_/inception5b/branch2/branch2.1/Relu_output_0_1" -> "396 /inception5b/Concat" [label="[1, 384, 7, 7]", style=solid]; -"392 QuantizeLinear_/inception5b/branch3/branch3.1/Relu_output_0_1" -> "393 DequantizeLinear_/inception5b/branch3/branch3.1/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"393 DequantizeLinear_/inception5b/branch3/branch3.1/Relu_output_0_1" -> "396 /inception5b/Concat" [label="[1, 128, 7, 7]", style=solid]; -"394 QuantizeLinear_/inception5b/branch4/branch4.1/Relu_output_0_1" -> "395 DequantizeLinear_/inception5b/branch4/branch4.1/Relu_output_0_1" [label="[1, 128, 7, 7]", style=dashed]; -"395 DequantizeLinear_/inception5b/branch4/branch4.1/Relu_output_0_1" -> "396 /inception5b/Concat" [label="[1, 128, 7, 7]", style=solid]; -"396 /inception5b/Concat" -> "397 /avgpool/GlobalAveragePool" [label="[1, 1024, 7, 7]", style=solid]; -"397 /avgpool/GlobalAveragePool" -> "398 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [label="[1, 1024, 1, 1]", style=solid]; -"398 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" -> "399 DequantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [label="[1, 1024, 1, 1]", style=dashed]; -"399 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node_select_2" [id=10, type=Gather]; +"11 node_unsqueeze_2" [id=11, type=Unsqueeze]; +"12 node_mul_2" [id=12, type=Mul]; +"13 node_add_2" [id=13, type=Add]; +"14 QuantizeLinear_add_2_1" [id=14, type=QuantizeLinear]; +"15 DequantizeLinear_add_2_1" [id=15, type=DequantizeLinear]; +"16 QuantizeLinear_add_1" [id=16, type=QuantizeLinear]; +"17 DequantizeLinear_add_1" [id=17, type=DequantizeLinear]; +"18 QuantizeLinear_add_1_1" [id=18, type=QuantizeLinear]; +"19 DequantizeLinear_add_1_1" [id=19, type=DequantizeLinear]; +"20 node_cat" [id=20, type=Concat]; +"21 QuantizeLinear_conv1.conv.weight_1" [id=21, type=QuantizeLinear]; +"22 DequantizeLinear_conv1.conv.weight_1" [id=22, type=DequantizeLinear]; +"23 node_Conv_705" [id=23, type=Conv]; +"24 node_relu" [id=24, type=Relu]; +"25 QuantizeLinear_relu_1" [id=25, type=QuantizeLinear]; +"26 DequantizeLinear_relu_1" [id=26, type=DequantizeLinear]; +"27 node_max_pool2d" [id=27, type=MaxPool]; +"28 QuantizeLinear_conv2.conv.weight_1" [id=28, 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[id=92, type=Relu]; +"93 QuantizeLinear_inception3b.branch3.0.conv.weight_1" [id=93, type=QuantizeLinear]; +"94 DequantizeLinear_inception3b.branch3.0.conv.weight_1" [id=94, type=DequantizeLinear]; +"95 node_Conv_729" [id=95, type=Conv]; +"96 node_relu_12" [id=96, type=Relu]; +"97 QuantizeLinear_relu_12_1" [id=97, type=QuantizeLinear]; +"98 DequantizeLinear_relu_12_1" [id=98, type=DequantizeLinear]; +"99 QuantizeLinear_inception3b.branch3.1.conv.weight_1" [id=99, type=QuantizeLinear]; +"100 DequantizeLinear_inception3b.branch3.1.conv.weight_1" [id=100, type=DequantizeLinear]; +"101 node_Conv_731" [id=101, type=Conv]; +"102 node_relu_13" [id=102, type=Relu]; +"103 node_max_pool2d_3" [id=103, type=MaxPool]; +"104 QuantizeLinear_inception3b.branch4.1.conv.weight_1" [id=104, type=QuantizeLinear]; +"105 DequantizeLinear_inception3b.branch4.1.conv.weight_1" [id=105, type=DequantizeLinear]; +"106 node_Conv_733" [id=106, type=Conv]; +"107 node_relu_14" [id=107, type=Relu]; +"108 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DequantizeLinear_inception4a.branch2.0.conv.weight_1" [id=123, type=DequantizeLinear]; +"124 node_Conv_737" [id=124, type=Conv]; +"125 node_relu_16" [id=125, type=Relu]; +"126 QuantizeLinear_relu_16_1" [id=126, type=QuantizeLinear]; +"127 DequantizeLinear_relu_16_1" [id=127, type=DequantizeLinear]; +"128 QuantizeLinear_inception4a.branch2.1.conv.weight_1" [id=128, type=QuantizeLinear]; +"129 DequantizeLinear_inception4a.branch2.1.conv.weight_1" [id=129, type=DequantizeLinear]; +"130 node_Conv_739" [id=130, type=Conv]; +"131 node_relu_17" [id=131, type=Relu]; +"132 QuantizeLinear_inception4a.branch3.0.conv.weight_1" [id=132, type=QuantizeLinear]; +"133 DequantizeLinear_inception4a.branch3.0.conv.weight_1" [id=133, type=DequantizeLinear]; +"134 node_Conv_741" [id=134, type=Conv]; +"135 node_relu_18" [id=135, type=Relu]; +"136 QuantizeLinear_relu_18_1" [id=136, type=QuantizeLinear]; +"137 DequantizeLinear_relu_18_1" [id=137, type=DequantizeLinear]; +"138 QuantizeLinear_inception4a.branch3.1.conv.weight_1" [id=138, type=QuantizeLinear]; +"139 DequantizeLinear_inception4a.branch3.1.conv.weight_1" [id=139, type=DequantizeLinear]; +"140 node_Conv_743" [id=140, type=Conv]; +"141 node_relu_19" [id=141, type=Relu]; +"142 node_max_pool2d_5" [id=142, type=MaxPool]; +"143 QuantizeLinear_inception4a.branch4.1.conv.weight_1" [id=143, type=QuantizeLinear]; +"144 DequantizeLinear_inception4a.branch4.1.conv.weight_1" [id=144, type=DequantizeLinear]; +"145 node_Conv_745" [id=145, type=Conv]; +"146 node_relu_20" [id=146, type=Relu]; +"147 QuantizeLinear_relu_15_1" [id=147, type=QuantizeLinear]; +"148 DequantizeLinear_relu_15_1" [id=148, type=DequantizeLinear]; +"149 QuantizeLinear_relu_17_1" [id=149, type=QuantizeLinear]; +"150 DequantizeLinear_relu_17_1" [id=150, type=DequantizeLinear]; +"151 QuantizeLinear_relu_19_1" [id=151, type=QuantizeLinear]; +"152 DequantizeLinear_relu_19_1" [id=152, type=DequantizeLinear]; +"153 QuantizeLinear_relu_20_1" [id=153, type=QuantizeLinear]; +"154 DequantizeLinear_relu_20_1" [id=154, type=DequantizeLinear]; +"155 node_cat_3" [id=155, type=Concat]; +"156 QuantizeLinear_inception4b.branch1.conv.weight_1" [id=156, type=QuantizeLinear]; +"157 DequantizeLinear_inception4b.branch1.conv.weight_1" [id=157, type=DequantizeLinear]; +"158 node_Conv_747" [id=158, type=Conv]; +"159 node_relu_21" [id=159, type=Relu]; +"160 QuantizeLinear_inception4b.branch2.0.conv.weight_1" [id=160, type=QuantizeLinear]; +"161 DequantizeLinear_inception4b.branch2.0.conv.weight_1" [id=161, type=DequantizeLinear]; +"162 node_Conv_749" [id=162, type=Conv]; +"163 node_relu_22" [id=163, type=Relu]; +"164 QuantizeLinear_relu_22_1" [id=164, type=QuantizeLinear]; +"165 DequantizeLinear_relu_22_1" [id=165, type=DequantizeLinear]; +"166 QuantizeLinear_inception4b.branch2.1.conv.weight_1" [id=166, type=QuantizeLinear]; +"167 DequantizeLinear_inception4b.branch2.1.conv.weight_1" [id=167, type=DequantizeLinear]; +"168 node_Conv_751" [id=168, type=Conv]; +"169 node_relu_23" [id=169, type=Relu]; +"170 QuantizeLinear_inception4b.branch3.0.conv.weight_1" [id=170, type=QuantizeLinear]; +"171 DequantizeLinear_inception4b.branch3.0.conv.weight_1" [id=171, type=DequantizeLinear]; +"172 node_Conv_753" [id=172, type=Conv]; +"173 node_relu_24" [id=173, type=Relu]; +"174 QuantizeLinear_relu_24_1" [id=174, type=QuantizeLinear]; +"175 DequantizeLinear_relu_24_1" [id=175, type=DequantizeLinear]; +"176 QuantizeLinear_inception4b.branch3.1.conv.weight_1" [id=176, type=QuantizeLinear]; +"177 DequantizeLinear_inception4b.branch3.1.conv.weight_1" [id=177, type=DequantizeLinear]; +"178 node_Conv_755" [id=178, type=Conv]; +"179 node_relu_25" [id=179, type=Relu]; +"180 node_max_pool2d_6" [id=180, type=MaxPool]; +"181 QuantizeLinear_inception4b.branch4.1.conv.weight_1" [id=181, type=QuantizeLinear]; +"182 DequantizeLinear_inception4b.branch4.1.conv.weight_1" [id=182, type=DequantizeLinear]; +"183 node_Conv_757" [id=183, type=Conv]; +"184 node_relu_26" [id=184, type=Relu]; +"185 QuantizeLinear_relu_26_1" [id=185, type=QuantizeLinear]; +"186 DequantizeLinear_relu_26_1" [id=186, type=DequantizeLinear]; +"187 QuantizeLinear_relu_21_1" [id=187, type=QuantizeLinear]; +"188 DequantizeLinear_relu_21_1" [id=188, type=DequantizeLinear]; +"189 QuantizeLinear_relu_23_1" [id=189, type=QuantizeLinear]; +"190 DequantizeLinear_relu_23_1" [id=190, type=DequantizeLinear]; +"191 QuantizeLinear_relu_25_1" [id=191, type=QuantizeLinear]; +"192 DequantizeLinear_relu_25_1" [id=192, type=DequantizeLinear]; +"193 node_cat_4" [id=193, type=Concat]; +"194 QuantizeLinear_inception4c.branch1.conv.weight_1" [id=194, type=QuantizeLinear]; +"195 DequantizeLinear_inception4c.branch1.conv.weight_1" [id=195, type=DequantizeLinear]; +"196 node_Conv_759" [id=196, type=Conv]; +"197 node_relu_27" [id=197, type=Relu]; +"198 QuantizeLinear_inception4c.branch2.0.conv.weight_1" [id=198, type=QuantizeLinear]; +"199 DequantizeLinear_inception4c.branch2.0.conv.weight_1" [id=199, type=DequantizeLinear]; +"200 node_Conv_761" [id=200, type=Conv]; +"201 node_relu_28" [id=201, type=Relu]; +"202 QuantizeLinear_relu_28_1" [id=202, type=QuantizeLinear]; +"203 DequantizeLinear_relu_28_1" [id=203, type=DequantizeLinear]; +"204 QuantizeLinear_inception4c.branch2.1.conv.weight_1" [id=204, type=QuantizeLinear]; +"205 DequantizeLinear_inception4c.branch2.1.conv.weight_1" [id=205, type=DequantizeLinear]; +"206 node_Conv_763" [id=206, type=Conv]; +"207 node_relu_29" [id=207, type=Relu]; +"208 QuantizeLinear_inception4c.branch3.0.conv.weight_1" [id=208, type=QuantizeLinear]; +"209 DequantizeLinear_inception4c.branch3.0.conv.weight_1" [id=209, type=DequantizeLinear]; +"210 node_Conv_765" [id=210, type=Conv]; +"211 node_relu_30" [id=211, type=Relu]; +"212 QuantizeLinear_relu_30_1" [id=212, type=QuantizeLinear]; +"213 DequantizeLinear_relu_30_1" [id=213, type=DequantizeLinear]; +"214 QuantizeLinear_inception4c.branch3.1.conv.weight_1" [id=214, type=QuantizeLinear]; +"215 DequantizeLinear_inception4c.branch3.1.conv.weight_1" [id=215, type=DequantizeLinear]; +"216 node_Conv_767" [id=216, type=Conv]; +"217 node_relu_31" [id=217, type=Relu]; +"218 node_max_pool2d_7" [id=218, type=MaxPool]; +"219 QuantizeLinear_inception4c.branch4.1.conv.weight_1" [id=219, type=QuantizeLinear]; +"220 DequantizeLinear_inception4c.branch4.1.conv.weight_1" [id=220, type=DequantizeLinear]; +"221 node_Conv_769" [id=221, type=Conv]; +"222 node_relu_32" [id=222, type=Relu]; +"223 QuantizeLinear_relu_29_1" [id=223, type=QuantizeLinear]; +"224 DequantizeLinear_relu_29_1" [id=224, type=DequantizeLinear]; +"225 QuantizeLinear_relu_31_1" [id=225, type=QuantizeLinear]; +"226 DequantizeLinear_relu_31_1" [id=226, type=DequantizeLinear]; +"227 QuantizeLinear_relu_27_1" [id=227, type=QuantizeLinear]; +"228 DequantizeLinear_relu_27_1" [id=228, type=DequantizeLinear]; +"229 QuantizeLinear_relu_32_1" [id=229, type=QuantizeLinear]; +"230 DequantizeLinear_relu_32_1" [id=230, type=DequantizeLinear]; +"231 node_cat_5" [id=231, type=Concat]; +"232 QuantizeLinear_inception4d.branch1.conv.weight_1" [id=232, type=QuantizeLinear]; +"233 DequantizeLinear_inception4d.branch1.conv.weight_1" [id=233, type=DequantizeLinear]; +"234 node_Conv_771" [id=234, type=Conv]; +"235 node_relu_33" [id=235, type=Relu]; +"236 QuantizeLinear_inception4d.branch2.0.conv.weight_1" [id=236, type=QuantizeLinear]; +"237 DequantizeLinear_inception4d.branch2.0.conv.weight_1" [id=237, type=DequantizeLinear]; +"238 node_Conv_773" [id=238, type=Conv]; +"239 node_relu_34" [id=239, type=Relu]; +"240 QuantizeLinear_relu_34_1" [id=240, type=QuantizeLinear]; +"241 DequantizeLinear_relu_34_1" [id=241, type=DequantizeLinear]; +"242 QuantizeLinear_inception4d.branch2.1.conv.weight_1" [id=242, type=QuantizeLinear]; +"243 DequantizeLinear_inception4d.branch2.1.conv.weight_1" [id=243, type=DequantizeLinear]; +"244 node_Conv_775" [id=244, type=Conv]; +"245 node_relu_35" [id=245, type=Relu]; +"246 QuantizeLinear_inception4d.branch3.0.conv.weight_1" [id=246, type=QuantizeLinear]; +"247 DequantizeLinear_inception4d.branch3.0.conv.weight_1" [id=247, type=DequantizeLinear]; +"248 node_Conv_777" [id=248, type=Conv]; +"249 node_relu_36" [id=249, type=Relu]; +"250 QuantizeLinear_relu_36_1" [id=250, type=QuantizeLinear]; +"251 DequantizeLinear_relu_36_1" [id=251, type=DequantizeLinear]; +"252 QuantizeLinear_inception4d.branch3.1.conv.weight_1" [id=252, type=QuantizeLinear]; +"253 DequantizeLinear_inception4d.branch3.1.conv.weight_1" [id=253, type=DequantizeLinear]; +"254 node_Conv_779" [id=254, type=Conv]; +"255 node_relu_37" [id=255, type=Relu]; +"256 node_max_pool2d_8" [id=256, type=MaxPool]; +"257 QuantizeLinear_inception4d.branch4.1.conv.weight_1" [id=257, type=QuantizeLinear]; +"258 DequantizeLinear_inception4d.branch4.1.conv.weight_1" [id=258, type=DequantizeLinear]; +"259 node_Conv_781" [id=259, type=Conv]; +"260 node_relu_38" [id=260, type=Relu]; +"261 QuantizeLinear_relu_35_1" [id=261, type=QuantizeLinear]; +"262 DequantizeLinear_relu_35_1" [id=262, type=DequantizeLinear]; +"263 QuantizeLinear_relu_37_1" [id=263, type=QuantizeLinear]; +"264 DequantizeLinear_relu_37_1" [id=264, type=DequantizeLinear]; +"265 QuantizeLinear_relu_38_1" [id=265, type=QuantizeLinear]; +"266 DequantizeLinear_relu_38_1" [id=266, type=DequantizeLinear]; +"267 QuantizeLinear_relu_33_1" [id=267, type=QuantizeLinear]; +"268 DequantizeLinear_relu_33_1" [id=268, type=DequantizeLinear]; +"269 node_cat_6" [id=269, type=Concat]; +"270 QuantizeLinear_inception4e.branch1.conv.weight_1" [id=270, type=QuantizeLinear]; +"271 DequantizeLinear_inception4e.branch1.conv.weight_1" [id=271, type=DequantizeLinear]; +"272 node_Conv_783" [id=272, type=Conv]; +"273 node_relu_39" [id=273, type=Relu]; +"274 QuantizeLinear_inception4e.branch2.0.conv.weight_1" [id=274, type=QuantizeLinear]; +"275 DequantizeLinear_inception4e.branch2.0.conv.weight_1" [id=275, type=DequantizeLinear]; +"276 node_Conv_785" [id=276, type=Conv]; +"277 node_relu_40" [id=277, type=Relu]; +"278 QuantizeLinear_relu_40_1" [id=278, type=QuantizeLinear]; +"279 DequantizeLinear_relu_40_1" [id=279, type=DequantizeLinear]; +"280 QuantizeLinear_inception4e.branch2.1.conv.weight_1" [id=280, type=QuantizeLinear]; +"281 DequantizeLinear_inception4e.branch2.1.conv.weight_1" [id=281, type=DequantizeLinear]; +"282 node_Conv_787" [id=282, type=Conv]; +"283 node_relu_41" [id=283, type=Relu]; +"284 QuantizeLinear_inception4e.branch3.0.conv.weight_1" [id=284, type=QuantizeLinear]; +"285 DequantizeLinear_inception4e.branch3.0.conv.weight_1" [id=285, type=DequantizeLinear]; +"286 node_Conv_789" [id=286, type=Conv]; +"287 node_relu_42" [id=287, type=Relu]; +"288 QuantizeLinear_relu_42_1" [id=288, type=QuantizeLinear]; +"289 DequantizeLinear_relu_42_1" [id=289, type=DequantizeLinear]; +"290 QuantizeLinear_inception4e.branch3.1.conv.weight_1" [id=290, type=QuantizeLinear]; +"291 DequantizeLinear_inception4e.branch3.1.conv.weight_1" [id=291, type=DequantizeLinear]; +"292 node_Conv_791" [id=292, type=Conv]; +"293 node_relu_43" [id=293, type=Relu]; +"294 node_max_pool2d_9" [id=294, type=MaxPool]; +"295 QuantizeLinear_inception4e.branch4.1.conv.weight_1" [id=295, type=QuantizeLinear]; +"296 DequantizeLinear_inception4e.branch4.1.conv.weight_1" [id=296, type=DequantizeLinear]; +"297 node_Conv_793" [id=297, type=Conv]; +"298 node_relu_44" [id=298, type=Relu]; +"299 QuantizeLinear_relu_41_1" [id=299, type=QuantizeLinear]; +"300 DequantizeLinear_relu_41_1" [id=300, type=DequantizeLinear]; +"301 QuantizeLinear_relu_43_1" [id=301, type=QuantizeLinear]; +"302 DequantizeLinear_relu_43_1" [id=302, type=DequantizeLinear]; +"303 QuantizeLinear_relu_44_1" [id=303, type=QuantizeLinear]; +"304 DequantizeLinear_relu_44_1" [id=304, type=DequantizeLinear]; +"305 QuantizeLinear_relu_39_1" [id=305, type=QuantizeLinear]; +"306 DequantizeLinear_relu_39_1" [id=306, type=DequantizeLinear]; +"307 node_cat_7" [id=307, type=Concat]; +"308 node_max_pool2d_10" [id=308, type=MaxPool]; +"309 QuantizeLinear_inception5a.branch1.conv.weight_1" [id=309, type=QuantizeLinear]; +"310 DequantizeLinear_inception5a.branch1.conv.weight_1" [id=310, type=DequantizeLinear]; +"311 node_Conv_795" [id=311, type=Conv]; +"312 node_relu_45" [id=312, type=Relu]; +"313 QuantizeLinear_inception5a.branch2.0.conv.weight_1" [id=313, type=QuantizeLinear]; +"314 DequantizeLinear_inception5a.branch2.0.conv.weight_1" [id=314, type=DequantizeLinear]; +"315 node_Conv_797" [id=315, type=Conv]; +"316 node_relu_46" [id=316, type=Relu]; +"317 QuantizeLinear_relu_46_1" [id=317, type=QuantizeLinear]; +"318 DequantizeLinear_relu_46_1" [id=318, type=DequantizeLinear]; +"319 QuantizeLinear_inception5a.branch2.1.conv.weight_1" [id=319, type=QuantizeLinear]; +"320 DequantizeLinear_inception5a.branch2.1.conv.weight_1" [id=320, type=DequantizeLinear]; +"321 node_Conv_799" [id=321, type=Conv]; +"322 node_relu_47" [id=322, type=Relu]; +"323 QuantizeLinear_inception5a.branch3.0.conv.weight_1" [id=323, type=QuantizeLinear]; +"324 DequantizeLinear_inception5a.branch3.0.conv.weight_1" [id=324, type=DequantizeLinear]; +"325 node_Conv_801" [id=325, type=Conv]; +"326 node_relu_48" [id=326, type=Relu]; +"327 QuantizeLinear_relu_48_1" [id=327, type=QuantizeLinear]; +"328 DequantizeLinear_relu_48_1" [id=328, type=DequantizeLinear]; +"329 QuantizeLinear_inception5a.branch3.1.conv.weight_1" [id=329, type=QuantizeLinear]; +"330 DequantizeLinear_inception5a.branch3.1.conv.weight_1" [id=330, type=DequantizeLinear]; +"331 node_Conv_803" [id=331, type=Conv]; +"332 node_relu_49" [id=332, type=Relu]; +"333 node_max_pool2d_11" [id=333, type=MaxPool]; +"334 QuantizeLinear_inception5a.branch4.1.conv.weight_1" [id=334, type=QuantizeLinear]; +"335 DequantizeLinear_inception5a.branch4.1.conv.weight_1" [id=335, type=DequantizeLinear]; +"336 node_Conv_805" [id=336, type=Conv]; +"337 node_relu_50" [id=337, type=Relu]; +"338 QuantizeLinear_relu_47_1" [id=338, type=QuantizeLinear]; +"339 DequantizeLinear_relu_47_1" [id=339, type=DequantizeLinear]; +"340 QuantizeLinear_relu_49_1" [id=340, type=QuantizeLinear]; +"341 DequantizeLinear_relu_49_1" [id=341, type=DequantizeLinear]; +"342 QuantizeLinear_relu_50_1" [id=342, type=QuantizeLinear]; +"343 DequantizeLinear_relu_50_1" [id=343, type=DequantizeLinear]; +"344 QuantizeLinear_relu_45_1" [id=344, type=QuantizeLinear]; +"345 DequantizeLinear_relu_45_1" [id=345, type=DequantizeLinear]; +"346 node_cat_8" [id=346, type=Concat]; +"347 QuantizeLinear_inception5b.branch1.conv.weight_1" [id=347, type=QuantizeLinear]; +"348 DequantizeLinear_inception5b.branch1.conv.weight_1" [id=348, type=DequantizeLinear]; +"349 node_Conv_807" [id=349, type=Conv]; +"350 node_relu_51" [id=350, type=Relu]; +"351 QuantizeLinear_inception5b.branch2.0.conv.weight_1" [id=351, type=QuantizeLinear]; +"352 DequantizeLinear_inception5b.branch2.0.conv.weight_1" [id=352, type=DequantizeLinear]; +"353 node_Conv_809" [id=353, type=Conv]; +"354 node_relu_52" [id=354, type=Relu]; +"355 QuantizeLinear_relu_52_1" [id=355, type=QuantizeLinear]; +"356 DequantizeLinear_relu_52_1" [id=356, type=DequantizeLinear]; +"357 QuantizeLinear_inception5b.branch2.1.conv.weight_1" [id=357, type=QuantizeLinear]; +"358 DequantizeLinear_inception5b.branch2.1.conv.weight_1" [id=358, type=DequantizeLinear]; +"359 node_Conv_811" [id=359, type=Conv]; +"360 node_relu_53" [id=360, type=Relu]; +"361 QuantizeLinear_inception5b.branch3.0.conv.weight_1" [id=361, type=QuantizeLinear]; +"362 DequantizeLinear_inception5b.branch3.0.conv.weight_1" [id=362, type=DequantizeLinear]; +"363 node_Conv_813" [id=363, type=Conv]; +"364 node_relu_54" [id=364, type=Relu]; +"365 QuantizeLinear_relu_54_1" [id=365, type=QuantizeLinear]; +"366 DequantizeLinear_relu_54_1" [id=366, type=DequantizeLinear]; +"367 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DequantizeLinear_relu_41_1" [style=dashed, label="[1, 320, 14, 14]"]; +"300 DequantizeLinear_relu_41_1" -> "307 node_cat_7" [style=solid, label="[1, 320, 14, 14]"]; +"301 QuantizeLinear_relu_43_1" -> "302 DequantizeLinear_relu_43_1" [style=dashed, label="[1, 128, 14, 14]"]; +"302 DequantizeLinear_relu_43_1" -> "307 node_cat_7" [style=solid, label="[1, 128, 14, 14]"]; +"303 QuantizeLinear_relu_44_1" -> "304 DequantizeLinear_relu_44_1" [style=dashed, label="[1, 128, 14, 14]"]; +"304 DequantizeLinear_relu_44_1" -> "307 node_cat_7" [style=solid, label="[1, 128, 14, 14]"]; +"305 QuantizeLinear_relu_39_1" -> "306 DequantizeLinear_relu_39_1" [style=dashed, label="[1, 256, 14, 14]"]; +"306 DequantizeLinear_relu_39_1" -> "307 node_cat_7" [style=solid, label="[1, 256, 14, 14]"]; +"307 node_cat_7" -> "308 node_max_pool2d_10" [style=solid, label="[1, 832, 14, 14]"]; +"308 node_max_pool2d_10" -> "311 node_Conv_795" [style=solid, label="[1, 832, 7, 7]"]; +"308 node_max_pool2d_10" -> "315 node_Conv_797" [style=solid, label="[1, 832, 7, 7]"]; +"308 node_max_pool2d_10" -> "325 node_Conv_801" [style=solid, label="[1, 832, 7, 7]"]; +"308 node_max_pool2d_10" -> "333 node_max_pool2d_11" [style=solid, label="[1, 832, 7, 7]"]; +"309 QuantizeLinear_inception5a.branch1.conv.weight_1" -> "310 DequantizeLinear_inception5a.branch1.conv.weight_1" [style=dashed, label="[256, 832, 1, 1]"]; +"310 DequantizeLinear_inception5a.branch1.conv.weight_1" -> "311 node_Conv_795" [style=solid, label="[256, 832, 1, 1]"]; +"311 node_Conv_795" -> "312 node_relu_45" [style=solid, label="[1, 256, 7, 7]"]; +"312 node_relu_45" -> "344 QuantizeLinear_relu_45_1" [style=solid, label="[1, 256, 7, 7]"]; +"313 QuantizeLinear_inception5a.branch2.0.conv.weight_1" -> "314 DequantizeLinear_inception5a.branch2.0.conv.weight_1" [style=dashed, label="[160, 832, 1, 1]"]; +"314 DequantizeLinear_inception5a.branch2.0.conv.weight_1" -> "315 node_Conv_797" [style=solid, label="[160, 832, 1, 1]"]; +"315 node_Conv_797" -> "316 node_relu_46" [style=solid, label="[1, 160, 7, 7]"]; +"316 node_relu_46" -> "317 QuantizeLinear_relu_46_1" [style=solid, label="[1, 160, 7, 7]"]; +"317 QuantizeLinear_relu_46_1" -> "318 DequantizeLinear_relu_46_1" [style=dashed, label="[1, 160, 7, 7]"]; +"318 DequantizeLinear_relu_46_1" -> "321 node_Conv_799" [style=solid, label="[1, 160, 7, 7]"]; +"319 QuantizeLinear_inception5a.branch2.1.conv.weight_1" -> "320 DequantizeLinear_inception5a.branch2.1.conv.weight_1" [style=dashed, label="[320, 160, 3, 3]"]; +"320 DequantizeLinear_inception5a.branch2.1.conv.weight_1" -> "321 node_Conv_799" [style=solid, label="[320, 160, 3, 3]"]; +"321 node_Conv_799" -> "322 node_relu_47" [style=solid, label="[1, 320, 7, 7]"]; +"322 node_relu_47" -> "338 QuantizeLinear_relu_47_1" [style=solid, label="[1, 320, 7, 7]"]; +"323 QuantizeLinear_inception5a.branch3.0.conv.weight_1" -> "324 DequantizeLinear_inception5a.branch3.0.conv.weight_1" [style=dashed, label="[32, 832, 1, 1]"]; +"324 DequantizeLinear_inception5a.branch3.0.conv.weight_1" -> "325 node_Conv_801" [style=solid, label="[32, 832, 1, 1]"]; +"325 node_Conv_801" -> "326 node_relu_48" [style=solid, label="[1, 32, 7, 7]"]; +"326 node_relu_48" -> "327 QuantizeLinear_relu_48_1" [style=solid, label="[1, 32, 7, 7]"]; +"327 QuantizeLinear_relu_48_1" -> "328 DequantizeLinear_relu_48_1" [style=dashed, label="[1, 32, 7, 7]"]; +"328 DequantizeLinear_relu_48_1" -> "331 node_Conv_803" [style=solid, label="[1, 32, 7, 7]"]; +"329 QuantizeLinear_inception5a.branch3.1.conv.weight_1" -> "330 DequantizeLinear_inception5a.branch3.1.conv.weight_1" [style=dashed, label="[128, 32, 3, 3]"]; +"330 DequantizeLinear_inception5a.branch3.1.conv.weight_1" -> "331 node_Conv_803" [style=solid, label="[128, 32, 3, 3]"]; +"331 node_Conv_803" -> "332 node_relu_49" [style=solid, label="[1, 128, 7, 7]"]; +"332 node_relu_49" -> "340 QuantizeLinear_relu_49_1" [style=solid, label="[1, 128, 7, 7]"]; +"333 node_max_pool2d_11" -> "336 node_Conv_805" [style=solid, label="[1, 832, 7, 7]"]; +"334 QuantizeLinear_inception5a.branch4.1.conv.weight_1" -> "335 DequantizeLinear_inception5a.branch4.1.conv.weight_1" [style=dashed, label="[128, 832, 1, 1]"]; +"335 DequantizeLinear_inception5a.branch4.1.conv.weight_1" -> "336 node_Conv_805" [style=solid, label="[128, 832, 1, 1]"]; +"336 node_Conv_805" -> "337 node_relu_50" [style=solid, label="[1, 128, 7, 7]"]; +"337 node_relu_50" -> "342 QuantizeLinear_relu_50_1" [style=solid, label="[1, 128, 7, 7]"]; +"338 QuantizeLinear_relu_47_1" -> "339 DequantizeLinear_relu_47_1" [style=dashed, label="[1, 320, 7, 7]"]; +"339 DequantizeLinear_relu_47_1" -> "346 node_cat_8" [style=solid, label="[1, 320, 7, 7]"]; +"340 QuantizeLinear_relu_49_1" -> "341 DequantizeLinear_relu_49_1" [style=dashed, label="[1, 128, 7, 7]"]; +"341 DequantizeLinear_relu_49_1" -> "346 node_cat_8" [style=solid, label="[1, 128, 7, 7]"]; +"342 QuantizeLinear_relu_50_1" -> "343 DequantizeLinear_relu_50_1" [style=dashed, label="[1, 128, 7, 7]"]; +"343 DequantizeLinear_relu_50_1" -> "346 node_cat_8" [style=solid, label="[1, 128, 7, 7]"]; +"344 QuantizeLinear_relu_45_1" -> "345 DequantizeLinear_relu_45_1" [style=dashed, label="[1, 256, 7, 7]"]; +"345 DequantizeLinear_relu_45_1" -> "346 node_cat_8" [style=solid, label="[1, 256, 7, 7]"]; +"346 node_cat_8" -> "349 node_Conv_807" [style=solid, label="[1, 832, 7, 7]"]; +"346 node_cat_8" -> "353 node_Conv_809" [style=solid, label="[1, 832, 7, 7]"]; +"346 node_cat_8" -> "363 node_Conv_813" [style=solid, label="[1, 832, 7, 7]"]; +"346 node_cat_8" -> "371 node_max_pool2d_12" [style=solid, label="[1, 832, 7, 7]"]; +"347 QuantizeLinear_inception5b.branch1.conv.weight_1" -> "348 DequantizeLinear_inception5b.branch1.conv.weight_1" [style=dashed, label="[384, 832, 1, 1]"]; +"348 DequantizeLinear_inception5b.branch1.conv.weight_1" -> "349 node_Conv_807" [style=solid, label="[384, 832, 1, 1]"]; +"349 node_Conv_807" -> "350 node_relu_51" [style=solid, label="[1, 384, 7, 7]"]; +"350 node_relu_51" -> "376 QuantizeLinear_relu_51_1" [style=solid, label="[1, 384, 7, 7]"]; +"351 QuantizeLinear_inception5b.branch2.0.conv.weight_1" -> "352 DequantizeLinear_inception5b.branch2.0.conv.weight_1" [style=dashed, label="[192, 832, 1, 1]"]; +"352 DequantizeLinear_inception5b.branch2.0.conv.weight_1" -> "353 node_Conv_809" [style=solid, label="[192, 832, 1, 1]"]; +"353 node_Conv_809" -> "354 node_relu_52" [style=solid, label="[1, 192, 7, 7]"]; +"354 node_relu_52" -> "355 QuantizeLinear_relu_52_1" [style=solid, label="[1, 192, 7, 7]"]; +"355 QuantizeLinear_relu_52_1" -> "356 DequantizeLinear_relu_52_1" [style=dashed, label="[1, 192, 7, 7]"]; +"356 DequantizeLinear_relu_52_1" -> "359 node_Conv_811" [style=solid, label="[1, 192, 7, 7]"]; +"357 QuantizeLinear_inception5b.branch2.1.conv.weight_1" -> "358 DequantizeLinear_inception5b.branch2.1.conv.weight_1" [style=dashed, label="[384, 192, 3, 3]"]; +"358 DequantizeLinear_inception5b.branch2.1.conv.weight_1" -> "359 node_Conv_811" [style=solid, label="[384, 192, 3, 3]"]; +"359 node_Conv_811" -> "360 node_relu_53" [style=solid, label="[1, 384, 7, 7]"]; +"360 node_relu_53" -> "378 QuantizeLinear_relu_53_1" [style=solid, label="[1, 384, 7, 7]"]; +"361 QuantizeLinear_inception5b.branch3.0.conv.weight_1" -> "362 DequantizeLinear_inception5b.branch3.0.conv.weight_1" [style=dashed, label="[48, 832, 1, 1]"]; +"362 DequantizeLinear_inception5b.branch3.0.conv.weight_1" -> "363 node_Conv_813" [style=solid, label="[48, 832, 1, 1]"]; +"363 node_Conv_813" -> "364 node_relu_54" [style=solid, label="[1, 48, 7, 7]"]; +"364 node_relu_54" -> "365 QuantizeLinear_relu_54_1" [style=solid, label="[1, 48, 7, 7]"]; +"365 QuantizeLinear_relu_54_1" -> "366 DequantizeLinear_relu_54_1" [style=dashed, label="[1, 48, 7, 7]"]; +"366 DequantizeLinear_relu_54_1" -> "369 node_Conv_815" [style=solid, label="[1, 48, 7, 7]"]; +"367 QuantizeLinear_inception5b.branch3.1.conv.weight_1" -> "368 DequantizeLinear_inception5b.branch3.1.conv.weight_1" [style=dashed, label="[128, 48, 3, 3]"]; +"368 DequantizeLinear_inception5b.branch3.1.conv.weight_1" -> "369 node_Conv_815" [style=solid, label="[128, 48, 3, 3]"]; +"369 node_Conv_815" -> "370 node_relu_55" [style=solid, label="[1, 128, 7, 7]"]; +"370 node_relu_55" -> "380 QuantizeLinear_relu_55_1" [style=solid, label="[1, 128, 7, 7]"]; +"371 node_max_pool2d_12" -> "374 node_Conv_817" [style=solid, label="[1, 832, 7, 7]"]; +"372 QuantizeLinear_inception5b.branch4.1.conv.weight_1" -> "373 DequantizeLinear_inception5b.branch4.1.conv.weight_1" [style=dashed, label="[128, 832, 1, 1]"]; +"373 DequantizeLinear_inception5b.branch4.1.conv.weight_1" -> "374 node_Conv_817" [style=solid, label="[128, 832, 1, 1]"]; +"374 node_Conv_817" -> "375 node_relu_56" [style=solid, label="[1, 128, 7, 7]"]; +"375 node_relu_56" -> "382 QuantizeLinear_relu_56_1" [style=solid, label="[1, 128, 7, 7]"]; +"376 QuantizeLinear_relu_51_1" -> "377 DequantizeLinear_relu_51_1" [style=dashed, label="[1, 384, 7, 7]"]; +"377 DequantizeLinear_relu_51_1" -> "384 node_cat_9" [style=solid, label="[1, 384, 7, 7]"]; +"378 QuantizeLinear_relu_53_1" -> "379 DequantizeLinear_relu_53_1" [style=dashed, label="[1, 384, 7, 7]"]; +"379 DequantizeLinear_relu_53_1" -> "384 node_cat_9" [style=solid, label="[1, 384, 7, 7]"]; +"380 QuantizeLinear_relu_55_1" -> "381 DequantizeLinear_relu_55_1" [style=dashed, label="[1, 128, 7, 7]"]; +"381 DequantizeLinear_relu_55_1" -> "384 node_cat_9" [style=solid, label="[1, 128, 7, 7]"]; +"382 QuantizeLinear_relu_56_1" -> "383 DequantizeLinear_relu_56_1" [style=dashed, label="[1, 128, 7, 7]"]; +"383 DequantizeLinear_relu_56_1" -> "384 node_cat_9" [style=solid, label="[1, 128, 7, 7]"]; +"384 node_cat_9" -> "385 node_mean" [style=solid, label="[1, 1024, 7, 7]"]; +"385 node_mean" -> "386 QuantizeLinear_mean_1" [style=solid, label="[1, 1024, 1, 1]"]; +"386 QuantizeLinear_mean_1" -> "387 DequantizeLinear_mean_1" [style=dashed, label="[1, 1024, 1, 1]"]; +"387 DequantizeLinear_mean_1" -> "388 node_view" [style=solid, label="[1, 1024, 1, 1]"]; +"388 node_view" -> "391 node_linear" [style=solid, label="[1, 1024]"]; +"389 QuantizeLinear_fc.weight_1" -> "390 DequantizeLinear_fc.weight_1" [style=dashed, label="[1000, 1024]"]; +"390 DequantizeLinear_fc.weight_1" -> "391 node_linear" [style=solid, label="[1000, 1024]"]; +"391 node_linear" -> "393 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"392 nncf_model_input_0" -> "0 QuantizeLinear_x_1" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/quantization/inception_v3.dot b/tests/onnx/data/reference_graphs/quantization/inception_v3.dot index 550f9f5027b..c953d180d8d 100644 --- a/tests/onnx/data/reference_graphs/quantization/inception_v3.dot +++ b/tests/onnx/data/reference_graphs/quantization/inception_v3.dot @@ -1,1334 +1,1318 @@ -strict digraph { -"0 /Constant" [id=0, type=Constant]; -"1 /Constant_1" [id=1, type=Constant]; -"2 QuantizeLinear_x.1_1" [id=2, type=QuantizeLinear]; -"3 DequantizeLinear_x.1_1" [id=3, type=DequantizeLinear]; -"4 /Gather" [id=4, type=Gather]; -"5 /Constant_2" [id=5, type=Constant]; -"6 /Unsqueeze" [id=6, type=Unsqueeze]; -"7 /Constant_3" [id=7, type=Constant]; -"8 /Mul" [id=8, type=Mul]; -"9 /Constant_4" [id=9, type=Constant]; -"10 /Add" [id=10, type=Add]; -"11 /Gather_1" [id=11, type=Gather]; -"12 /Constant_5" [id=12, type=Constant]; -"13 /Unsqueeze_1" [id=13, type=Unsqueeze]; -"14 /Constant_6" [id=14, type=Constant]; -"15 /Mul_1" [id=15, type=Mul]; -"16 /Constant_7" [id=16, type=Constant]; -"17 /Add_1" [id=17, type=Add]; -"18 /Constant_8" [id=18, type=Constant]; -"19 /Gather_2" [id=19, type=Gather]; -"20 /Constant_9" [id=20, type=Constant]; -"21 /Unsqueeze_2" [id=21, type=Unsqueeze]; -"22 /Constant_10" [id=22, type=Constant]; -"23 /Mul_2" [id=23, type=Mul]; -"24 /Constant_11" [id=24, type=Constant]; -"25 /Add_2" [id=25, type=Add]; -"26 QuantizeLinear_/Add_output_0_1" [id=26, type=QuantizeLinear]; -"27 DequantizeLinear_/Add_output_0_1" [id=27, type=DequantizeLinear]; -"28 QuantizeLinear_/Add_1_output_0_1" [id=28, type=QuantizeLinear]; -"29 DequantizeLinear_/Add_1_output_0_1" [id=29, type=DequantizeLinear]; -"30 QuantizeLinear_/Add_2_output_0_1" [id=30, type=QuantizeLinear]; -"31 DequantizeLinear_/Add_2_output_0_1" [id=31, type=DequantizeLinear]; -"32 /Concat" [id=32, type=Concat]; -"33 QuantizeLinear_onnx^^Conv_916_1" [id=33, label="33 QuantizeLinear_onnx::Conv_916_1", type=QuantizeLinear]; -"34 DequantizeLinear_onnx^^Conv_916_1" [id=34, label="34 DequantizeLinear_onnx::Conv_916_1", type=DequantizeLinear]; -"35 /Conv2d_1a_3x3/conv/Conv" [id=35, type=Conv]; -"36 /Conv2d_1a_3x3/Relu" [id=36, type=Relu]; -"37 QuantizeLinear_/Conv2d_1a_3x3/Relu_output_0_1" [id=37, type=QuantizeLinear]; -"38 DequantizeLinear_/Conv2d_1a_3x3/Relu_output_0_1" [id=38, type=DequantizeLinear]; -"39 QuantizeLinear_onnx^^Conv_919_1" [id=39, label="39 QuantizeLinear_onnx::Conv_919_1", type=QuantizeLinear]; -"40 DequantizeLinear_onnx^^Conv_919_1" [id=40, label="40 DequantizeLinear_onnx::Conv_919_1", type=DequantizeLinear]; -"41 /Conv2d_2a_3x3/conv/Conv" [id=41, type=Conv]; -"42 /Conv2d_2a_3x3/Relu" [id=42, type=Relu]; -"43 QuantizeLinear_/Conv2d_2a_3x3/Relu_output_0_1" [id=43, type=QuantizeLinear]; -"44 DequantizeLinear_/Conv2d_2a_3x3/Relu_output_0_1" [id=44, type=DequantizeLinear]; -"45 QuantizeLinear_onnx^^Conv_922_1" [id=45, label="45 QuantizeLinear_onnx::Conv_922_1", type=QuantizeLinear]; -"46 DequantizeLinear_onnx^^Conv_922_1" [id=46, label="46 DequantizeLinear_onnx::Conv_922_1", type=DequantizeLinear]; -"47 /Conv2d_2b_3x3/conv/Conv" [id=47, type=Conv]; -"48 /Conv2d_2b_3x3/Relu" [id=48, type=Relu]; -"49 QuantizeLinear_/Conv2d_2b_3x3/Relu_output_0_1" [id=49, type=QuantizeLinear]; -"50 DequantizeLinear_/Conv2d_2b_3x3/Relu_output_0_1" [id=50, type=DequantizeLinear]; -"51 /maxpool1/MaxPool" [id=51, type=MaxPool]; -"52 QuantizeLinear_onnx^^Conv_925_1" [id=52, label="52 QuantizeLinear_onnx::Conv_925_1", type=QuantizeLinear]; -"53 DequantizeLinear_onnx^^Conv_925_1" [id=53, label="53 DequantizeLinear_onnx::Conv_925_1", type=DequantizeLinear]; -"54 /Conv2d_3b_1x1/conv/Conv" [id=54, type=Conv]; -"55 /Conv2d_3b_1x1/Relu" [id=55, type=Relu]; -"56 QuantizeLinear_/Conv2d_3b_1x1/Relu_output_0_1" [id=56, type=QuantizeLinear]; -"57 DequantizeLinear_/Conv2d_3b_1x1/Relu_output_0_1" [id=57, type=DequantizeLinear]; -"58 QuantizeLinear_onnx^^Conv_928_1" [id=58, label="58 QuantizeLinear_onnx::Conv_928_1", type=QuantizeLinear]; -"59 DequantizeLinear_onnx^^Conv_928_1" [id=59, label="59 DequantizeLinear_onnx::Conv_928_1", type=DequantizeLinear]; -"60 /Conv2d_4a_3x3/conv/Conv" [id=60, type=Conv]; -"61 /Conv2d_4a_3x3/Relu" [id=61, type=Relu]; -"62 QuantizeLinear_/Conv2d_4a_3x3/Relu_output_0_1" [id=62, type=QuantizeLinear]; -"63 DequantizeLinear_/Conv2d_4a_3x3/Relu_output_0_1" [id=63, type=DequantizeLinear]; -"64 /maxpool2/MaxPool" [id=64, type=MaxPool]; -"65 QuantizeLinear_onnx^^Conv_931_1" [id=65, label="65 QuantizeLinear_onnx::Conv_931_1", type=QuantizeLinear]; -"66 DequantizeLinear_onnx^^Conv_931_1" [id=66, label="66 DequantizeLinear_onnx::Conv_931_1", type=DequantizeLinear]; -"67 /Mixed_5b/branch1x1/conv/Conv" [id=67, type=Conv]; -"68 /Mixed_5b/branch1x1/Relu" [id=68, type=Relu]; -"69 QuantizeLinear_onnx^^Conv_934_1" [id=69, label="69 QuantizeLinear_onnx::Conv_934_1", type=QuantizeLinear]; -"70 DequantizeLinear_onnx^^Conv_934_1" [id=70, label="70 DequantizeLinear_onnx::Conv_934_1", type=DequantizeLinear]; -"71 /Mixed_5b/branch5x5_1/conv/Conv" [id=71, type=Conv]; -"72 /Mixed_5b/branch5x5_1/Relu" [id=72, type=Relu]; -"73 QuantizeLinear_/Mixed_5b/branch5x5_1/Relu_output_0_1" [id=73, type=QuantizeLinear]; -"74 DequantizeLinear_/Mixed_5b/branch5x5_1/Relu_output_0_1" [id=74, type=DequantizeLinear]; -"75 QuantizeLinear_onnx^^Conv_937_1" [id=75, label="75 QuantizeLinear_onnx::Conv_937_1", type=QuantizeLinear]; -"76 DequantizeLinear_onnx^^Conv_937_1" [id=76, label="76 DequantizeLinear_onnx::Conv_937_1", type=DequantizeLinear]; -"77 /Mixed_5b/branch5x5_2/conv/Conv" [id=77, type=Conv]; -"78 /Mixed_5b/branch5x5_2/Relu" [id=78, type=Relu]; -"79 QuantizeLinear_onnx^^Conv_940_1" [id=79, label="79 QuantizeLinear_onnx::Conv_940_1", type=QuantizeLinear]; -"80 DequantizeLinear_onnx^^Conv_940_1" [id=80, label="80 DequantizeLinear_onnx::Conv_940_1", type=DequantizeLinear]; -"81 /Mixed_5b/branch3x3dbl_1/conv/Conv" [id=81, type=Conv]; -"82 /Mixed_5b/branch3x3dbl_1/Relu" [id=82, type=Relu]; -"83 QuantizeLinear_/Mixed_5b/branch3x3dbl_1/Relu_output_0_1" [id=83, type=QuantizeLinear]; -"84 DequantizeLinear_/Mixed_5b/branch3x3dbl_1/Relu_output_0_1" [id=84, type=DequantizeLinear]; -"85 QuantizeLinear_onnx^^Conv_943_1" [id=85, label="85 QuantizeLinear_onnx::Conv_943_1", type=QuantizeLinear]; -"86 DequantizeLinear_onnx^^Conv_943_1" [id=86, label="86 DequantizeLinear_onnx::Conv_943_1", type=DequantizeLinear]; -"87 /Mixed_5b/branch3x3dbl_2/conv/Conv" [id=87, type=Conv]; -"88 /Mixed_5b/branch3x3dbl_2/Relu" [id=88, type=Relu]; -"89 QuantizeLinear_/Mixed_5b/branch3x3dbl_2/Relu_output_0_1" [id=89, type=QuantizeLinear]; -"90 DequantizeLinear_/Mixed_5b/branch3x3dbl_2/Relu_output_0_1" [id=90, type=DequantizeLinear]; -"91 QuantizeLinear_onnx^^Conv_946_1" [id=91, label="91 QuantizeLinear_onnx::Conv_946_1", type=QuantizeLinear]; -"92 DequantizeLinear_onnx^^Conv_946_1" [id=92, label="92 DequantizeLinear_onnx::Conv_946_1", type=DequantizeLinear]; -"93 /Mixed_5b/branch3x3dbl_3/conv/Conv" [id=93, type=Conv]; -"94 /Mixed_5b/branch3x3dbl_3/Relu" [id=94, type=Relu]; -"95 /Mixed_5b/AveragePool" [id=95, type=AveragePool]; -"96 QuantizeLinear_/Mixed_5b/AveragePool_output_0_1" [id=96, type=QuantizeLinear]; -"97 DequantizeLinear_/Mixed_5b/AveragePool_output_0_1" [id=97, type=DequantizeLinear]; -"98 QuantizeLinear_onnx^^Conv_949_1" [id=98, label="98 QuantizeLinear_onnx::Conv_949_1", type=QuantizeLinear]; -"99 DequantizeLinear_onnx^^Conv_949_1" [id=99, label="99 DequantizeLinear_onnx::Conv_949_1", type=DequantizeLinear]; -"100 /Mixed_5b/branch_pool/conv/Conv" [id=100, type=Conv]; -"101 /Mixed_5b/branch_pool/Relu" [id=101, type=Relu]; -"102 QuantizeLinear_/Mixed_5b/branch1x1/Relu_output_0_1" [id=102, type=QuantizeLinear]; -"103 DequantizeLinear_/Mixed_5b/branch1x1/Relu_output_0_1" [id=103, type=DequantizeLinear]; -"104 QuantizeLinear_/Mixed_5b/branch5x5_2/Relu_output_0_1" [id=104, type=QuantizeLinear]; -"105 DequantizeLinear_/Mixed_5b/branch5x5_2/Relu_output_0_1" [id=105, type=DequantizeLinear]; -"106 QuantizeLinear_/Mixed_5b/branch3x3dbl_3/Relu_output_0_1" [id=106, type=QuantizeLinear]; -"107 DequantizeLinear_/Mixed_5b/branch3x3dbl_3/Relu_output_0_1" [id=107, type=DequantizeLinear]; -"108 QuantizeLinear_/Mixed_5b/branch_pool/Relu_output_0_1" [id=108, type=QuantizeLinear]; -"109 DequantizeLinear_/Mixed_5b/branch_pool/Relu_output_0_1" [id=109, type=DequantizeLinear]; -"110 /Mixed_5b/Concat" [id=110, type=Concat]; -"111 QuantizeLinear_onnx^^Conv_952_1" [id=111, label="111 QuantizeLinear_onnx::Conv_952_1", type=QuantizeLinear]; -"112 DequantizeLinear_onnx^^Conv_952_1" [id=112, label="112 DequantizeLinear_onnx::Conv_952_1", type=DequantizeLinear]; -"113 /Mixed_5c/branch1x1/conv/Conv" [id=113, type=Conv]; -"114 /Mixed_5c/branch1x1/Relu" [id=114, type=Relu]; -"115 QuantizeLinear_onnx^^Conv_955_1" [id=115, label="115 QuantizeLinear_onnx::Conv_955_1", type=QuantizeLinear]; -"116 DequantizeLinear_onnx^^Conv_955_1" [id=116, label="116 DequantizeLinear_onnx::Conv_955_1", type=DequantizeLinear]; -"117 /Mixed_5c/branch5x5_1/conv/Conv" [id=117, type=Conv]; -"118 /Mixed_5c/branch5x5_1/Relu" [id=118, type=Relu]; -"119 QuantizeLinear_/Mixed_5c/branch5x5_1/Relu_output_0_1" [id=119, type=QuantizeLinear]; -"120 DequantizeLinear_/Mixed_5c/branch5x5_1/Relu_output_0_1" [id=120, type=DequantizeLinear]; -"121 QuantizeLinear_onnx^^Conv_958_1" [id=121, label="121 QuantizeLinear_onnx::Conv_958_1", type=QuantizeLinear]; -"122 DequantizeLinear_onnx^^Conv_958_1" [id=122, label="122 DequantizeLinear_onnx::Conv_958_1", type=DequantizeLinear]; -"123 /Mixed_5c/branch5x5_2/conv/Conv" [id=123, type=Conv]; -"124 /Mixed_5c/branch5x5_2/Relu" [id=124, type=Relu]; -"125 QuantizeLinear_onnx^^Conv_961_1" [id=125, label="125 QuantizeLinear_onnx::Conv_961_1", type=QuantizeLinear]; -"126 DequantizeLinear_onnx^^Conv_961_1" [id=126, label="126 DequantizeLinear_onnx::Conv_961_1", type=DequantizeLinear]; -"127 /Mixed_5c/branch3x3dbl_1/conv/Conv" [id=127, type=Conv]; -"128 /Mixed_5c/branch3x3dbl_1/Relu" [id=128, type=Relu]; -"129 QuantizeLinear_/Mixed_5c/branch3x3dbl_1/Relu_output_0_1" [id=129, type=QuantizeLinear]; -"130 DequantizeLinear_/Mixed_5c/branch3x3dbl_1/Relu_output_0_1" [id=130, type=DequantizeLinear]; -"131 QuantizeLinear_onnx^^Conv_964_1" [id=131, label="131 QuantizeLinear_onnx::Conv_964_1", type=QuantizeLinear]; -"132 DequantizeLinear_onnx^^Conv_964_1" [id=132, label="132 DequantizeLinear_onnx::Conv_964_1", type=DequantizeLinear]; -"133 /Mixed_5c/branch3x3dbl_2/conv/Conv" [id=133, type=Conv]; -"134 /Mixed_5c/branch3x3dbl_2/Relu" [id=134, type=Relu]; -"135 QuantizeLinear_/Mixed_5c/branch3x3dbl_2/Relu_output_0_1" [id=135, type=QuantizeLinear]; -"136 DequantizeLinear_/Mixed_5c/branch3x3dbl_2/Relu_output_0_1" [id=136, type=DequantizeLinear]; -"137 QuantizeLinear_onnx^^Conv_967_1" [id=137, label="137 QuantizeLinear_onnx::Conv_967_1", type=QuantizeLinear]; -"138 DequantizeLinear_onnx^^Conv_967_1" [id=138, label="138 DequantizeLinear_onnx::Conv_967_1", type=DequantizeLinear]; -"139 /Mixed_5c/branch3x3dbl_3/conv/Conv" [id=139, type=Conv]; -"140 /Mixed_5c/branch3x3dbl_3/Relu" [id=140, type=Relu]; -"141 /Mixed_5c/AveragePool" [id=141, type=AveragePool]; -"142 QuantizeLinear_/Mixed_5c/AveragePool_output_0_1" [id=142, type=QuantizeLinear]; -"143 DequantizeLinear_/Mixed_5c/AveragePool_output_0_1" [id=143, type=DequantizeLinear]; -"144 QuantizeLinear_onnx^^Conv_970_1" [id=144, label="144 QuantizeLinear_onnx::Conv_970_1", type=QuantizeLinear]; -"145 DequantizeLinear_onnx^^Conv_970_1" [id=145, label="145 DequantizeLinear_onnx::Conv_970_1", type=DequantizeLinear]; -"146 /Mixed_5c/branch_pool/conv/Conv" [id=146, type=Conv]; -"147 /Mixed_5c/branch_pool/Relu" [id=147, type=Relu]; -"148 QuantizeLinear_/Mixed_5c/branch1x1/Relu_output_0_1" [id=148, type=QuantizeLinear]; -"149 DequantizeLinear_/Mixed_5c/branch1x1/Relu_output_0_1" [id=149, type=DequantizeLinear]; -"150 QuantizeLinear_/Mixed_5c/branch5x5_2/Relu_output_0_1" [id=150, type=QuantizeLinear]; -"151 DequantizeLinear_/Mixed_5c/branch5x5_2/Relu_output_0_1" [id=151, type=DequantizeLinear]; -"152 QuantizeLinear_/Mixed_5c/branch3x3dbl_3/Relu_output_0_1" [id=152, type=QuantizeLinear]; -"153 DequantizeLinear_/Mixed_5c/branch3x3dbl_3/Relu_output_0_1" [id=153, type=DequantizeLinear]; -"154 QuantizeLinear_/Mixed_5c/branch_pool/Relu_output_0_1" [id=154, type=QuantizeLinear]; -"155 DequantizeLinear_/Mixed_5c/branch_pool/Relu_output_0_1" [id=155, type=DequantizeLinear]; -"156 /Mixed_5c/Concat" [id=156, type=Concat]; -"157 QuantizeLinear_onnx^^Conv_973_1" [id=157, label="157 QuantizeLinear_onnx::Conv_973_1", type=QuantizeLinear]; -"158 DequantizeLinear_onnx^^Conv_973_1" [id=158, label="158 DequantizeLinear_onnx::Conv_973_1", type=DequantizeLinear]; -"159 /Mixed_5d/branch1x1/conv/Conv" [id=159, type=Conv]; -"160 /Mixed_5d/branch1x1/Relu" [id=160, type=Relu]; -"161 QuantizeLinear_onnx^^Conv_976_1" [id=161, label="161 QuantizeLinear_onnx::Conv_976_1", type=QuantizeLinear]; -"162 DequantizeLinear_onnx^^Conv_976_1" [id=162, label="162 DequantizeLinear_onnx::Conv_976_1", type=DequantizeLinear]; -"163 /Mixed_5d/branch5x5_1/conv/Conv" [id=163, type=Conv]; -"164 /Mixed_5d/branch5x5_1/Relu" [id=164, type=Relu]; -"165 QuantizeLinear_/Mixed_5d/branch5x5_1/Relu_output_0_1" [id=165, type=QuantizeLinear]; -"166 DequantizeLinear_/Mixed_5d/branch5x5_1/Relu_output_0_1" [id=166, type=DequantizeLinear]; -"167 QuantizeLinear_onnx^^Conv_979_1" [id=167, label="167 QuantizeLinear_onnx::Conv_979_1", type=QuantizeLinear]; -"168 DequantizeLinear_onnx^^Conv_979_1" [id=168, label="168 DequantizeLinear_onnx::Conv_979_1", type=DequantizeLinear]; -"169 /Mixed_5d/branch5x5_2/conv/Conv" [id=169, type=Conv]; -"170 /Mixed_5d/branch5x5_2/Relu" [id=170, type=Relu]; -"171 QuantizeLinear_onnx^^Conv_982_1" [id=171, label="171 QuantizeLinear_onnx::Conv_982_1", type=QuantizeLinear]; -"172 DequantizeLinear_onnx^^Conv_982_1" [id=172, label="172 DequantizeLinear_onnx::Conv_982_1", type=DequantizeLinear]; -"173 /Mixed_5d/branch3x3dbl_1/conv/Conv" [id=173, type=Conv]; -"174 /Mixed_5d/branch3x3dbl_1/Relu" [id=174, type=Relu]; -"175 QuantizeLinear_/Mixed_5d/branch3x3dbl_1/Relu_output_0_1" [id=175, type=QuantizeLinear]; -"176 DequantizeLinear_/Mixed_5d/branch3x3dbl_1/Relu_output_0_1" [id=176, type=DequantizeLinear]; -"177 QuantizeLinear_onnx^^Conv_985_1" [id=177, label="177 QuantizeLinear_onnx::Conv_985_1", type=QuantizeLinear]; -"178 DequantizeLinear_onnx^^Conv_985_1" [id=178, label="178 DequantizeLinear_onnx::Conv_985_1", type=DequantizeLinear]; -"179 /Mixed_5d/branch3x3dbl_2/conv/Conv" [id=179, type=Conv]; -"180 /Mixed_5d/branch3x3dbl_2/Relu" [id=180, type=Relu]; -"181 QuantizeLinear_/Mixed_5d/branch3x3dbl_2/Relu_output_0_1" [id=181, type=QuantizeLinear]; -"182 DequantizeLinear_/Mixed_5d/branch3x3dbl_2/Relu_output_0_1" [id=182, type=DequantizeLinear]; -"183 QuantizeLinear_onnx^^Conv_988_1" [id=183, label="183 QuantizeLinear_onnx::Conv_988_1", type=QuantizeLinear]; -"184 DequantizeLinear_onnx^^Conv_988_1" [id=184, label="184 DequantizeLinear_onnx::Conv_988_1", type=DequantizeLinear]; -"185 /Mixed_5d/branch3x3dbl_3/conv/Conv" [id=185, type=Conv]; -"186 /Mixed_5d/branch3x3dbl_3/Relu" [id=186, type=Relu]; -"187 /Mixed_5d/AveragePool" [id=187, type=AveragePool]; -"188 QuantizeLinear_/Mixed_5d/AveragePool_output_0_1" [id=188, type=QuantizeLinear]; -"189 DequantizeLinear_/Mixed_5d/AveragePool_output_0_1" [id=189, type=DequantizeLinear]; -"190 QuantizeLinear_onnx^^Conv_991_1" [id=190, label="190 QuantizeLinear_onnx::Conv_991_1", type=QuantizeLinear]; -"191 DequantizeLinear_onnx^^Conv_991_1" [id=191, label="191 DequantizeLinear_onnx::Conv_991_1", type=DequantizeLinear]; -"192 /Mixed_5d/branch_pool/conv/Conv" [id=192, type=Conv]; -"193 /Mixed_5d/branch_pool/Relu" [id=193, type=Relu]; -"194 QuantizeLinear_/Mixed_5d/branch1x1/Relu_output_0_1" [id=194, type=QuantizeLinear]; -"195 DequantizeLinear_/Mixed_5d/branch1x1/Relu_output_0_1" [id=195, type=DequantizeLinear]; -"196 QuantizeLinear_/Mixed_5d/branch5x5_2/Relu_output_0_1" [id=196, type=QuantizeLinear]; -"197 DequantizeLinear_/Mixed_5d/branch5x5_2/Relu_output_0_1" [id=197, type=DequantizeLinear]; -"198 QuantizeLinear_/Mixed_5d/branch3x3dbl_3/Relu_output_0_1" [id=198, type=QuantizeLinear]; -"199 DequantizeLinear_/Mixed_5d/branch3x3dbl_3/Relu_output_0_1" [id=199, type=DequantizeLinear]; -"200 QuantizeLinear_/Mixed_5d/branch_pool/Relu_output_0_1" [id=200, type=QuantizeLinear]; -"201 DequantizeLinear_/Mixed_5d/branch_pool/Relu_output_0_1" [id=201, type=DequantizeLinear]; -"202 /Mixed_5d/Concat" [id=202, type=Concat]; -"203 QuantizeLinear_onnx^^Conv_994_1" [id=203, label="203 QuantizeLinear_onnx::Conv_994_1", type=QuantizeLinear]; -"204 DequantizeLinear_onnx^^Conv_994_1" [id=204, label="204 DequantizeLinear_onnx::Conv_994_1", type=DequantizeLinear]; -"205 /Mixed_6a/branch3x3/conv/Conv" [id=205, type=Conv]; -"206 /Mixed_6a/branch3x3/Relu" [id=206, type=Relu]; -"207 QuantizeLinear_onnx^^Conv_997_1" [id=207, label="207 QuantizeLinear_onnx::Conv_997_1", type=QuantizeLinear]; -"208 DequantizeLinear_onnx^^Conv_997_1" [id=208, label="208 DequantizeLinear_onnx::Conv_997_1", type=DequantizeLinear]; -"209 /Mixed_6a/branch3x3dbl_1/conv/Conv" [id=209, type=Conv]; -"210 /Mixed_6a/branch3x3dbl_1/Relu" [id=210, type=Relu]; -"211 QuantizeLinear_/Mixed_6a/branch3x3dbl_1/Relu_output_0_1" [id=211, type=QuantizeLinear]; -"212 DequantizeLinear_/Mixed_6a/branch3x3dbl_1/Relu_output_0_1" [id=212, type=DequantizeLinear]; -"213 QuantizeLinear_onnx^^Conv_1000_1" [id=213, label="213 QuantizeLinear_onnx::Conv_1000_1", type=QuantizeLinear]; -"214 DequantizeLinear_onnx^^Conv_1000_1" [id=214, label="214 DequantizeLinear_onnx::Conv_1000_1", type=DequantizeLinear]; -"215 /Mixed_6a/branch3x3dbl_2/conv/Conv" [id=215, type=Conv]; -"216 /Mixed_6a/branch3x3dbl_2/Relu" [id=216, type=Relu]; -"217 QuantizeLinear_/Mixed_6a/branch3x3dbl_2/Relu_output_0_1" [id=217, type=QuantizeLinear]; -"218 DequantizeLinear_/Mixed_6a/branch3x3dbl_2/Relu_output_0_1" [id=218, type=DequantizeLinear]; -"219 QuantizeLinear_onnx^^Conv_1003_1" [id=219, label="219 QuantizeLinear_onnx::Conv_1003_1", type=QuantizeLinear]; -"220 DequantizeLinear_onnx^^Conv_1003_1" [id=220, label="220 DequantizeLinear_onnx::Conv_1003_1", type=DequantizeLinear]; -"221 /Mixed_6a/branch3x3dbl_3/conv/Conv" [id=221, type=Conv]; -"222 /Mixed_6a/branch3x3dbl_3/Relu" [id=222, type=Relu]; -"223 /Mixed_6a/MaxPool" [id=223, type=MaxPool]; -"224 QuantizeLinear_/Mixed_6a/branch3x3dbl_3/Relu_output_0_1" [id=224, type=QuantizeLinear]; -"225 DequantizeLinear_/Mixed_6a/branch3x3dbl_3/Relu_output_0_1" [id=225, type=DequantizeLinear]; -"226 QuantizeLinear_/Mixed_6a/branch3x3/Relu_output_0_1" [id=226, type=QuantizeLinear]; -"227 DequantizeLinear_/Mixed_6a/branch3x3/Relu_output_0_1" [id=227, type=DequantizeLinear]; -"228 /Mixed_6a/Concat" [id=228, type=Concat]; -"229 QuantizeLinear_onnx^^Conv_1006_1" [id=229, label="229 QuantizeLinear_onnx::Conv_1006_1", type=QuantizeLinear]; -"230 DequantizeLinear_onnx^^Conv_1006_1" [id=230, label="230 DequantizeLinear_onnx::Conv_1006_1", type=DequantizeLinear]; -"231 /Mixed_6b/branch1x1/conv/Conv" [id=231, type=Conv]; -"232 /Mixed_6b/branch1x1/Relu" [id=232, type=Relu]; -"233 QuantizeLinear_onnx^^Conv_1009_1" [id=233, label="233 QuantizeLinear_onnx::Conv_1009_1", type=QuantizeLinear]; -"234 DequantizeLinear_onnx^^Conv_1009_1" [id=234, label="234 DequantizeLinear_onnx::Conv_1009_1", type=DequantizeLinear]; -"235 /Mixed_6b/branch7x7_1/conv/Conv" [id=235, type=Conv]; -"236 /Mixed_6b/branch7x7_1/Relu" [id=236, type=Relu]; -"237 QuantizeLinear_/Mixed_6b/branch7x7_1/Relu_output_0_1" [id=237, type=QuantizeLinear]; -"238 DequantizeLinear_/Mixed_6b/branch7x7_1/Relu_output_0_1" [id=238, type=DequantizeLinear]; -"239 QuantizeLinear_onnx^^Conv_1012_1" [id=239, label="239 QuantizeLinear_onnx::Conv_1012_1", type=QuantizeLinear]; -"240 DequantizeLinear_onnx^^Conv_1012_1" [id=240, label="240 DequantizeLinear_onnx::Conv_1012_1", type=DequantizeLinear]; -"241 /Mixed_6b/branch7x7_2/conv/Conv" [id=241, type=Conv]; -"242 /Mixed_6b/branch7x7_2/Relu" [id=242, type=Relu]; -"243 QuantizeLinear_/Mixed_6b/branch7x7_2/Relu_output_0_1" [id=243, type=QuantizeLinear]; -"244 DequantizeLinear_/Mixed_6b/branch7x7_2/Relu_output_0_1" [id=244, type=DequantizeLinear]; -"245 QuantizeLinear_onnx^^Conv_1015_1" [id=245, label="245 QuantizeLinear_onnx::Conv_1015_1", type=QuantizeLinear]; -"246 DequantizeLinear_onnx^^Conv_1015_1" [id=246, label="246 DequantizeLinear_onnx::Conv_1015_1", type=DequantizeLinear]; -"247 /Mixed_6b/branch7x7_3/conv/Conv" [id=247, type=Conv]; -"248 /Mixed_6b/branch7x7_3/Relu" [id=248, type=Relu]; -"249 QuantizeLinear_onnx^^Conv_1018_1" [id=249, label="249 QuantizeLinear_onnx::Conv_1018_1", type=QuantizeLinear]; -"250 DequantizeLinear_onnx^^Conv_1018_1" [id=250, label="250 DequantizeLinear_onnx::Conv_1018_1", type=DequantizeLinear]; -"251 /Mixed_6b/branch7x7dbl_1/conv/Conv" [id=251, type=Conv]; -"252 /Mixed_6b/branch7x7dbl_1/Relu" [id=252, type=Relu]; -"253 QuantizeLinear_/Mixed_6b/branch7x7dbl_1/Relu_output_0_1" [id=253, type=QuantizeLinear]; -"254 DequantizeLinear_/Mixed_6b/branch7x7dbl_1/Relu_output_0_1" [id=254, type=DequantizeLinear]; -"255 QuantizeLinear_onnx^^Conv_1021_1" [id=255, label="255 QuantizeLinear_onnx::Conv_1021_1", type=QuantizeLinear]; -"256 DequantizeLinear_onnx^^Conv_1021_1" [id=256, label="256 DequantizeLinear_onnx::Conv_1021_1", type=DequantizeLinear]; -"257 /Mixed_6b/branch7x7dbl_2/conv/Conv" [id=257, type=Conv]; -"258 /Mixed_6b/branch7x7dbl_2/Relu" [id=258, type=Relu]; -"259 QuantizeLinear_/Mixed_6b/branch7x7dbl_2/Relu_output_0_1" [id=259, type=QuantizeLinear]; -"260 DequantizeLinear_/Mixed_6b/branch7x7dbl_2/Relu_output_0_1" [id=260, type=DequantizeLinear]; -"261 QuantizeLinear_onnx^^Conv_1024_1" [id=261, label="261 QuantizeLinear_onnx::Conv_1024_1", type=QuantizeLinear]; -"262 DequantizeLinear_onnx^^Conv_1024_1" [id=262, label="262 DequantizeLinear_onnx::Conv_1024_1", type=DequantizeLinear]; -"263 /Mixed_6b/branch7x7dbl_3/conv/Conv" [id=263, type=Conv]; -"264 /Mixed_6b/branch7x7dbl_3/Relu" [id=264, type=Relu]; -"265 QuantizeLinear_/Mixed_6b/branch7x7dbl_3/Relu_output_0_1" [id=265, type=QuantizeLinear]; -"266 DequantizeLinear_/Mixed_6b/branch7x7dbl_3/Relu_output_0_1" [id=266, type=DequantizeLinear]; -"267 QuantizeLinear_onnx^^Conv_1027_1" [id=267, label="267 QuantizeLinear_onnx::Conv_1027_1", type=QuantizeLinear]; -"268 DequantizeLinear_onnx^^Conv_1027_1" [id=268, label="268 DequantizeLinear_onnx::Conv_1027_1", type=DequantizeLinear]; -"269 /Mixed_6b/branch7x7dbl_4/conv/Conv" [id=269, type=Conv]; -"270 /Mixed_6b/branch7x7dbl_4/Relu" [id=270, type=Relu]; -"271 QuantizeLinear_/Mixed_6b/branch7x7dbl_4/Relu_output_0_1" [id=271, type=QuantizeLinear]; -"272 DequantizeLinear_/Mixed_6b/branch7x7dbl_4/Relu_output_0_1" [id=272, type=DequantizeLinear]; -"273 QuantizeLinear_onnx^^Conv_1030_1" [id=273, label="273 QuantizeLinear_onnx::Conv_1030_1", type=QuantizeLinear]; -"274 DequantizeLinear_onnx^^Conv_1030_1" [id=274, label="274 DequantizeLinear_onnx::Conv_1030_1", type=DequantizeLinear]; -"275 /Mixed_6b/branch7x7dbl_5/conv/Conv" [id=275, type=Conv]; -"276 /Mixed_6b/branch7x7dbl_5/Relu" [id=276, type=Relu]; -"277 /Mixed_6b/AveragePool" [id=277, type=AveragePool]; -"278 QuantizeLinear_/Mixed_6b/AveragePool_output_0_1" [id=278, type=QuantizeLinear]; -"279 DequantizeLinear_/Mixed_6b/AveragePool_output_0_1" [id=279, type=DequantizeLinear]; -"280 QuantizeLinear_onnx^^Conv_1033_1" [id=280, label="280 QuantizeLinear_onnx::Conv_1033_1", type=QuantizeLinear]; -"281 DequantizeLinear_onnx^^Conv_1033_1" [id=281, label="281 DequantizeLinear_onnx::Conv_1033_1", type=DequantizeLinear]; -"282 /Mixed_6b/branch_pool/conv/Conv" [id=282, type=Conv]; -"283 /Mixed_6b/branch_pool/Relu" [id=283, type=Relu]; -"284 QuantizeLinear_/Mixed_6b/branch7x7_3/Relu_output_0_1" [id=284, type=QuantizeLinear]; -"285 DequantizeLinear_/Mixed_6b/branch7x7_3/Relu_output_0_1" [id=285, type=DequantizeLinear]; -"286 QuantizeLinear_/Mixed_6b/branch7x7dbl_5/Relu_output_0_1" [id=286, type=QuantizeLinear]; -"287 DequantizeLinear_/Mixed_6b/branch7x7dbl_5/Relu_output_0_1" [id=287, type=DequantizeLinear]; -"288 QuantizeLinear_/Mixed_6b/branch1x1/Relu_output_0_1" [id=288, type=QuantizeLinear]; -"289 DequantizeLinear_/Mixed_6b/branch1x1/Relu_output_0_1" [id=289, type=DequantizeLinear]; -"290 QuantizeLinear_/Mixed_6b/branch_pool/Relu_output_0_1" [id=290, type=QuantizeLinear]; -"291 DequantizeLinear_/Mixed_6b/branch_pool/Relu_output_0_1" [id=291, type=DequantizeLinear]; -"292 /Mixed_6b/Concat" [id=292, type=Concat]; -"293 QuantizeLinear_onnx^^Conv_1036_1" [id=293, label="293 QuantizeLinear_onnx::Conv_1036_1", type=QuantizeLinear]; -"294 DequantizeLinear_onnx^^Conv_1036_1" [id=294, label="294 DequantizeLinear_onnx::Conv_1036_1", type=DequantizeLinear]; -"295 /Mixed_6c/branch1x1/conv/Conv" [id=295, type=Conv]; -"296 /Mixed_6c/branch1x1/Relu" [id=296, type=Relu]; -"297 QuantizeLinear_onnx^^Conv_1039_1" [id=297, label="297 QuantizeLinear_onnx::Conv_1039_1", type=QuantizeLinear]; -"298 DequantizeLinear_onnx^^Conv_1039_1" [id=298, label="298 DequantizeLinear_onnx::Conv_1039_1", type=DequantizeLinear]; -"299 /Mixed_6c/branch7x7_1/conv/Conv" [id=299, type=Conv]; -"300 /Mixed_6c/branch7x7_1/Relu" [id=300, type=Relu]; -"301 QuantizeLinear_/Mixed_6c/branch7x7_1/Relu_output_0_1" [id=301, type=QuantizeLinear]; -"302 DequantizeLinear_/Mixed_6c/branch7x7_1/Relu_output_0_1" [id=302, type=DequantizeLinear]; -"303 QuantizeLinear_onnx^^Conv_1042_1" [id=303, label="303 QuantizeLinear_onnx::Conv_1042_1", type=QuantizeLinear]; -"304 DequantizeLinear_onnx^^Conv_1042_1" [id=304, label="304 DequantizeLinear_onnx::Conv_1042_1", type=DequantizeLinear]; -"305 /Mixed_6c/branch7x7_2/conv/Conv" [id=305, type=Conv]; -"306 /Mixed_6c/branch7x7_2/Relu" [id=306, type=Relu]; -"307 QuantizeLinear_/Mixed_6c/branch7x7_2/Relu_output_0_1" [id=307, type=QuantizeLinear]; -"308 DequantizeLinear_/Mixed_6c/branch7x7_2/Relu_output_0_1" [id=308, type=DequantizeLinear]; -"309 QuantizeLinear_onnx^^Conv_1045_1" [id=309, label="309 QuantizeLinear_onnx::Conv_1045_1", type=QuantizeLinear]; -"310 DequantizeLinear_onnx^^Conv_1045_1" [id=310, label="310 DequantizeLinear_onnx::Conv_1045_1", type=DequantizeLinear]; -"311 /Mixed_6c/branch7x7_3/conv/Conv" [id=311, type=Conv]; -"312 /Mixed_6c/branch7x7_3/Relu" [id=312, type=Relu]; -"313 QuantizeLinear_onnx^^Conv_1048_1" [id=313, label="313 QuantizeLinear_onnx::Conv_1048_1", type=QuantizeLinear]; -"314 DequantizeLinear_onnx^^Conv_1048_1" [id=314, label="314 DequantizeLinear_onnx::Conv_1048_1", type=DequantizeLinear]; -"315 /Mixed_6c/branch7x7dbl_1/conv/Conv" [id=315, type=Conv]; -"316 /Mixed_6c/branch7x7dbl_1/Relu" [id=316, type=Relu]; -"317 QuantizeLinear_/Mixed_6c/branch7x7dbl_1/Relu_output_0_1" [id=317, type=QuantizeLinear]; -"318 DequantizeLinear_/Mixed_6c/branch7x7dbl_1/Relu_output_0_1" [id=318, type=DequantizeLinear]; -"319 QuantizeLinear_onnx^^Conv_1051_1" [id=319, label="319 QuantizeLinear_onnx::Conv_1051_1", type=QuantizeLinear]; -"320 DequantizeLinear_onnx^^Conv_1051_1" [id=320, label="320 DequantizeLinear_onnx::Conv_1051_1", type=DequantizeLinear]; -"321 /Mixed_6c/branch7x7dbl_2/conv/Conv" [id=321, type=Conv]; -"322 /Mixed_6c/branch7x7dbl_2/Relu" [id=322, type=Relu]; -"323 QuantizeLinear_/Mixed_6c/branch7x7dbl_2/Relu_output_0_1" [id=323, type=QuantizeLinear]; -"324 DequantizeLinear_/Mixed_6c/branch7x7dbl_2/Relu_output_0_1" [id=324, type=DequantizeLinear]; -"325 QuantizeLinear_onnx^^Conv_1054_1" [id=325, label="325 QuantizeLinear_onnx::Conv_1054_1", type=QuantizeLinear]; -"326 DequantizeLinear_onnx^^Conv_1054_1" [id=326, label="326 DequantizeLinear_onnx::Conv_1054_1", type=DequantizeLinear]; -"327 /Mixed_6c/branch7x7dbl_3/conv/Conv" [id=327, type=Conv]; -"328 /Mixed_6c/branch7x7dbl_3/Relu" [id=328, type=Relu]; -"329 QuantizeLinear_/Mixed_6c/branch7x7dbl_3/Relu_output_0_1" [id=329, type=QuantizeLinear]; -"330 DequantizeLinear_/Mixed_6c/branch7x7dbl_3/Relu_output_0_1" [id=330, type=DequantizeLinear]; -"331 QuantizeLinear_onnx^^Conv_1057_1" [id=331, label="331 QuantizeLinear_onnx::Conv_1057_1", type=QuantizeLinear]; -"332 DequantizeLinear_onnx^^Conv_1057_1" [id=332, label="332 DequantizeLinear_onnx::Conv_1057_1", type=DequantizeLinear]; -"333 /Mixed_6c/branch7x7dbl_4/conv/Conv" [id=333, type=Conv]; -"334 /Mixed_6c/branch7x7dbl_4/Relu" [id=334, type=Relu]; -"335 QuantizeLinear_/Mixed_6c/branch7x7dbl_4/Relu_output_0_1" [id=335, type=QuantizeLinear]; -"336 DequantizeLinear_/Mixed_6c/branch7x7dbl_4/Relu_output_0_1" [id=336, type=DequantizeLinear]; -"337 QuantizeLinear_onnx^^Conv_1060_1" [id=337, label="337 QuantizeLinear_onnx::Conv_1060_1", type=QuantizeLinear]; -"338 DequantizeLinear_onnx^^Conv_1060_1" [id=338, label="338 DequantizeLinear_onnx::Conv_1060_1", type=DequantizeLinear]; -"339 /Mixed_6c/branch7x7dbl_5/conv/Conv" [id=339, type=Conv]; -"340 /Mixed_6c/branch7x7dbl_5/Relu" [id=340, type=Relu]; -"341 /Mixed_6c/AveragePool" [id=341, type=AveragePool]; -"342 QuantizeLinear_/Mixed_6c/AveragePool_output_0_1" [id=342, type=QuantizeLinear]; -"343 DequantizeLinear_/Mixed_6c/AveragePool_output_0_1" [id=343, type=DequantizeLinear]; -"344 QuantizeLinear_onnx^^Conv_1063_1" [id=344, label="344 QuantizeLinear_onnx::Conv_1063_1", type=QuantizeLinear]; -"345 DequantizeLinear_onnx^^Conv_1063_1" [id=345, label="345 DequantizeLinear_onnx::Conv_1063_1", type=DequantizeLinear]; -"346 /Mixed_6c/branch_pool/conv/Conv" [id=346, type=Conv]; -"347 /Mixed_6c/branch_pool/Relu" [id=347, type=Relu]; -"348 QuantizeLinear_/Mixed_6c/branch1x1/Relu_output_0_1" [id=348, type=QuantizeLinear]; -"349 DequantizeLinear_/Mixed_6c/branch1x1/Relu_output_0_1" [id=349, type=DequantizeLinear]; -"350 QuantizeLinear_/Mixed_6c/branch7x7_3/Relu_output_0_1" [id=350, type=QuantizeLinear]; -"351 DequantizeLinear_/Mixed_6c/branch7x7_3/Relu_output_0_1" [id=351, type=DequantizeLinear]; -"352 QuantizeLinear_/Mixed_6c/branch7x7dbl_5/Relu_output_0_1" [id=352, type=QuantizeLinear]; -"353 DequantizeLinear_/Mixed_6c/branch7x7dbl_5/Relu_output_0_1" [id=353, type=DequantizeLinear]; -"354 QuantizeLinear_/Mixed_6c/branch_pool/Relu_output_0_1" [id=354, type=QuantizeLinear]; -"355 DequantizeLinear_/Mixed_6c/branch_pool/Relu_output_0_1" [id=355, type=DequantizeLinear]; -"356 /Mixed_6c/Concat" [id=356, type=Concat]; -"357 QuantizeLinear_onnx^^Conv_1066_1" [id=357, label="357 QuantizeLinear_onnx::Conv_1066_1", type=QuantizeLinear]; -"358 DequantizeLinear_onnx^^Conv_1066_1" [id=358, label="358 DequantizeLinear_onnx::Conv_1066_1", type=DequantizeLinear]; -"359 /Mixed_6d/branch1x1/conv/Conv" [id=359, type=Conv]; -"360 /Mixed_6d/branch1x1/Relu" [id=360, type=Relu]; -"361 QuantizeLinear_onnx^^Conv_1069_1" [id=361, label="361 QuantizeLinear_onnx::Conv_1069_1", type=QuantizeLinear]; -"362 DequantizeLinear_onnx^^Conv_1069_1" [id=362, label="362 DequantizeLinear_onnx::Conv_1069_1", type=DequantizeLinear]; -"363 /Mixed_6d/branch7x7_1/conv/Conv" [id=363, type=Conv]; -"364 /Mixed_6d/branch7x7_1/Relu" [id=364, type=Relu]; -"365 QuantizeLinear_/Mixed_6d/branch7x7_1/Relu_output_0_1" [id=365, type=QuantizeLinear]; -"366 DequantizeLinear_/Mixed_6d/branch7x7_1/Relu_output_0_1" [id=366, type=DequantizeLinear]; -"367 QuantizeLinear_onnx^^Conv_1072_1" [id=367, label="367 QuantizeLinear_onnx::Conv_1072_1", type=QuantizeLinear]; -"368 DequantizeLinear_onnx^^Conv_1072_1" [id=368, label="368 DequantizeLinear_onnx::Conv_1072_1", type=DequantizeLinear]; -"369 /Mixed_6d/branch7x7_2/conv/Conv" [id=369, type=Conv]; -"370 /Mixed_6d/branch7x7_2/Relu" [id=370, type=Relu]; -"371 QuantizeLinear_/Mixed_6d/branch7x7_2/Relu_output_0_1" [id=371, type=QuantizeLinear]; -"372 DequantizeLinear_/Mixed_6d/branch7x7_2/Relu_output_0_1" [id=372, type=DequantizeLinear]; -"373 QuantizeLinear_onnx^^Conv_1075_1" [id=373, label="373 QuantizeLinear_onnx::Conv_1075_1", type=QuantizeLinear]; -"374 DequantizeLinear_onnx^^Conv_1075_1" [id=374, label="374 DequantizeLinear_onnx::Conv_1075_1", type=DequantizeLinear]; -"375 /Mixed_6d/branch7x7_3/conv/Conv" [id=375, type=Conv]; -"376 /Mixed_6d/branch7x7_3/Relu" [id=376, type=Relu]; -"377 QuantizeLinear_onnx^^Conv_1078_1" [id=377, label="377 QuantizeLinear_onnx::Conv_1078_1", type=QuantizeLinear]; -"378 DequantizeLinear_onnx^^Conv_1078_1" [id=378, label="378 DequantizeLinear_onnx::Conv_1078_1", type=DequantizeLinear]; -"379 /Mixed_6d/branch7x7dbl_1/conv/Conv" [id=379, type=Conv]; -"380 /Mixed_6d/branch7x7dbl_1/Relu" [id=380, type=Relu]; -"381 QuantizeLinear_/Mixed_6d/branch7x7dbl_1/Relu_output_0_1" [id=381, type=QuantizeLinear]; -"382 DequantizeLinear_/Mixed_6d/branch7x7dbl_1/Relu_output_0_1" [id=382, type=DequantizeLinear]; -"383 QuantizeLinear_onnx^^Conv_1081_1" [id=383, label="383 QuantizeLinear_onnx::Conv_1081_1", type=QuantizeLinear]; -"384 DequantizeLinear_onnx^^Conv_1081_1" [id=384, label="384 DequantizeLinear_onnx::Conv_1081_1", type=DequantizeLinear]; -"385 /Mixed_6d/branch7x7dbl_2/conv/Conv" [id=385, type=Conv]; -"386 /Mixed_6d/branch7x7dbl_2/Relu" [id=386, type=Relu]; -"387 QuantizeLinear_/Mixed_6d/branch7x7dbl_2/Relu_output_0_1" [id=387, type=QuantizeLinear]; -"388 DequantizeLinear_/Mixed_6d/branch7x7dbl_2/Relu_output_0_1" [id=388, type=DequantizeLinear]; -"389 QuantizeLinear_onnx^^Conv_1084_1" [id=389, label="389 QuantizeLinear_onnx::Conv_1084_1", type=QuantizeLinear]; -"390 DequantizeLinear_onnx^^Conv_1084_1" [id=390, label="390 DequantizeLinear_onnx::Conv_1084_1", type=DequantizeLinear]; -"391 /Mixed_6d/branch7x7dbl_3/conv/Conv" [id=391, type=Conv]; -"392 /Mixed_6d/branch7x7dbl_3/Relu" [id=392, type=Relu]; -"393 QuantizeLinear_/Mixed_6d/branch7x7dbl_3/Relu_output_0_1" [id=393, type=QuantizeLinear]; -"394 DequantizeLinear_/Mixed_6d/branch7x7dbl_3/Relu_output_0_1" [id=394, type=DequantizeLinear]; -"395 QuantizeLinear_onnx^^Conv_1087_1" [id=395, label="395 QuantizeLinear_onnx::Conv_1087_1", type=QuantizeLinear]; -"396 DequantizeLinear_onnx^^Conv_1087_1" [id=396, label="396 DequantizeLinear_onnx::Conv_1087_1", type=DequantizeLinear]; -"397 /Mixed_6d/branch7x7dbl_4/conv/Conv" [id=397, type=Conv]; -"398 /Mixed_6d/branch7x7dbl_4/Relu" [id=398, type=Relu]; -"399 QuantizeLinear_/Mixed_6d/branch7x7dbl_4/Relu_output_0_1" [id=399, type=QuantizeLinear]; -"400 DequantizeLinear_/Mixed_6d/branch7x7dbl_4/Relu_output_0_1" [id=400, type=DequantizeLinear]; -"401 QuantizeLinear_onnx^^Conv_1090_1" [id=401, label="401 QuantizeLinear_onnx::Conv_1090_1", type=QuantizeLinear]; -"402 DequantizeLinear_onnx^^Conv_1090_1" [id=402, label="402 DequantizeLinear_onnx::Conv_1090_1", type=DequantizeLinear]; -"403 /Mixed_6d/branch7x7dbl_5/conv/Conv" [id=403, type=Conv]; -"404 /Mixed_6d/branch7x7dbl_5/Relu" [id=404, type=Relu]; -"405 /Mixed_6d/AveragePool" [id=405, type=AveragePool]; -"406 QuantizeLinear_/Mixed_6d/AveragePool_output_0_1" [id=406, type=QuantizeLinear]; -"407 DequantizeLinear_/Mixed_6d/AveragePool_output_0_1" [id=407, type=DequantizeLinear]; -"408 QuantizeLinear_onnx^^Conv_1093_1" [id=408, label="408 QuantizeLinear_onnx::Conv_1093_1", type=QuantizeLinear]; -"409 DequantizeLinear_onnx^^Conv_1093_1" [id=409, label="409 DequantizeLinear_onnx::Conv_1093_1", type=DequantizeLinear]; -"410 /Mixed_6d/branch_pool/conv/Conv" [id=410, type=Conv]; -"411 /Mixed_6d/branch_pool/Relu" [id=411, type=Relu]; -"412 QuantizeLinear_/Mixed_6d/branch7x7dbl_5/Relu_output_0_1" [id=412, type=QuantizeLinear]; -"413 DequantizeLinear_/Mixed_6d/branch7x7dbl_5/Relu_output_0_1" [id=413, type=DequantizeLinear]; -"414 QuantizeLinear_/Mixed_6d/branch_pool/Relu_output_0_1" [id=414, type=QuantizeLinear]; -"415 DequantizeLinear_/Mixed_6d/branch_pool/Relu_output_0_1" [id=415, type=DequantizeLinear]; -"416 QuantizeLinear_/Mixed_6d/branch1x1/Relu_output_0_1" [id=416, type=QuantizeLinear]; -"417 DequantizeLinear_/Mixed_6d/branch1x1/Relu_output_0_1" [id=417, type=DequantizeLinear]; -"418 QuantizeLinear_/Mixed_6d/branch7x7_3/Relu_output_0_1" [id=418, type=QuantizeLinear]; -"419 DequantizeLinear_/Mixed_6d/branch7x7_3/Relu_output_0_1" [id=419, type=DequantizeLinear]; -"420 /Mixed_6d/Concat" [id=420, type=Concat]; -"421 QuantizeLinear_onnx^^Conv_1096_1" [id=421, label="421 QuantizeLinear_onnx::Conv_1096_1", type=QuantizeLinear]; -"422 DequantizeLinear_onnx^^Conv_1096_1" [id=422, label="422 DequantizeLinear_onnx::Conv_1096_1", type=DequantizeLinear]; -"423 /Mixed_6e/branch1x1/conv/Conv" [id=423, type=Conv]; -"424 /Mixed_6e/branch1x1/Relu" [id=424, type=Relu]; -"425 QuantizeLinear_onnx^^Conv_1099_1" [id=425, label="425 QuantizeLinear_onnx::Conv_1099_1", type=QuantizeLinear]; -"426 DequantizeLinear_onnx^^Conv_1099_1" [id=426, label="426 DequantizeLinear_onnx::Conv_1099_1", type=DequantizeLinear]; -"427 /Mixed_6e/branch7x7_1/conv/Conv" [id=427, type=Conv]; -"428 /Mixed_6e/branch7x7_1/Relu" [id=428, type=Relu]; -"429 QuantizeLinear_/Mixed_6e/branch7x7_1/Relu_output_0_1" [id=429, type=QuantizeLinear]; -"430 DequantizeLinear_/Mixed_6e/branch7x7_1/Relu_output_0_1" [id=430, type=DequantizeLinear]; -"431 QuantizeLinear_onnx^^Conv_1102_1" [id=431, label="431 QuantizeLinear_onnx::Conv_1102_1", type=QuantizeLinear]; -"432 DequantizeLinear_onnx^^Conv_1102_1" [id=432, label="432 DequantizeLinear_onnx::Conv_1102_1", type=DequantizeLinear]; -"433 /Mixed_6e/branch7x7_2/conv/Conv" [id=433, type=Conv]; -"434 /Mixed_6e/branch7x7_2/Relu" [id=434, type=Relu]; -"435 QuantizeLinear_/Mixed_6e/branch7x7_2/Relu_output_0_1" [id=435, type=QuantizeLinear]; -"436 DequantizeLinear_/Mixed_6e/branch7x7_2/Relu_output_0_1" [id=436, type=DequantizeLinear]; -"437 QuantizeLinear_onnx^^Conv_1105_1" [id=437, label="437 QuantizeLinear_onnx::Conv_1105_1", type=QuantizeLinear]; -"438 DequantizeLinear_onnx^^Conv_1105_1" [id=438, label="438 DequantizeLinear_onnx::Conv_1105_1", type=DequantizeLinear]; -"439 /Mixed_6e/branch7x7_3/conv/Conv" [id=439, type=Conv]; -"440 /Mixed_6e/branch7x7_3/Relu" [id=440, type=Relu]; -"441 QuantizeLinear_onnx^^Conv_1108_1" [id=441, label="441 QuantizeLinear_onnx::Conv_1108_1", type=QuantizeLinear]; -"442 DequantizeLinear_onnx^^Conv_1108_1" [id=442, label="442 DequantizeLinear_onnx::Conv_1108_1", type=DequantizeLinear]; -"443 /Mixed_6e/branch7x7dbl_1/conv/Conv" [id=443, type=Conv]; -"444 /Mixed_6e/branch7x7dbl_1/Relu" [id=444, type=Relu]; -"445 QuantizeLinear_/Mixed_6e/branch7x7dbl_1/Relu_output_0_1" [id=445, type=QuantizeLinear]; -"446 DequantizeLinear_/Mixed_6e/branch7x7dbl_1/Relu_output_0_1" [id=446, type=DequantizeLinear]; -"447 QuantizeLinear_onnx^^Conv_1111_1" [id=447, label="447 QuantizeLinear_onnx::Conv_1111_1", type=QuantizeLinear]; -"448 DequantizeLinear_onnx^^Conv_1111_1" [id=448, label="448 DequantizeLinear_onnx::Conv_1111_1", type=DequantizeLinear]; -"449 /Mixed_6e/branch7x7dbl_2/conv/Conv" [id=449, type=Conv]; -"450 /Mixed_6e/branch7x7dbl_2/Relu" [id=450, type=Relu]; -"451 QuantizeLinear_/Mixed_6e/branch7x7dbl_2/Relu_output_0_1" [id=451, type=QuantizeLinear]; -"452 DequantizeLinear_/Mixed_6e/branch7x7dbl_2/Relu_output_0_1" [id=452, type=DequantizeLinear]; -"453 QuantizeLinear_onnx^^Conv_1114_1" [id=453, label="453 QuantizeLinear_onnx::Conv_1114_1", type=QuantizeLinear]; -"454 DequantizeLinear_onnx^^Conv_1114_1" [id=454, label="454 DequantizeLinear_onnx::Conv_1114_1", type=DequantizeLinear]; -"455 /Mixed_6e/branch7x7dbl_3/conv/Conv" [id=455, type=Conv]; -"456 /Mixed_6e/branch7x7dbl_3/Relu" [id=456, type=Relu]; -"457 QuantizeLinear_/Mixed_6e/branch7x7dbl_3/Relu_output_0_1" [id=457, type=QuantizeLinear]; -"458 DequantizeLinear_/Mixed_6e/branch7x7dbl_3/Relu_output_0_1" [id=458, type=DequantizeLinear]; -"459 QuantizeLinear_onnx^^Conv_1117_1" [id=459, label="459 QuantizeLinear_onnx::Conv_1117_1", type=QuantizeLinear]; -"460 DequantizeLinear_onnx^^Conv_1117_1" [id=460, label="460 DequantizeLinear_onnx::Conv_1117_1", type=DequantizeLinear]; -"461 /Mixed_6e/branch7x7dbl_4/conv/Conv" [id=461, type=Conv]; -"462 /Mixed_6e/branch7x7dbl_4/Relu" [id=462, type=Relu]; -"463 QuantizeLinear_/Mixed_6e/branch7x7dbl_4/Relu_output_0_1" [id=463, type=QuantizeLinear]; -"464 DequantizeLinear_/Mixed_6e/branch7x7dbl_4/Relu_output_0_1" [id=464, type=DequantizeLinear]; -"465 QuantizeLinear_onnx^^Conv_1120_1" [id=465, label="465 QuantizeLinear_onnx::Conv_1120_1", type=QuantizeLinear]; -"466 DequantizeLinear_onnx^^Conv_1120_1" [id=466, label="466 DequantizeLinear_onnx::Conv_1120_1", type=DequantizeLinear]; -"467 /Mixed_6e/branch7x7dbl_5/conv/Conv" [id=467, type=Conv]; -"468 /Mixed_6e/branch7x7dbl_5/Relu" [id=468, type=Relu]; -"469 /Mixed_6e/AveragePool" [id=469, type=AveragePool]; -"470 QuantizeLinear_/Mixed_6e/AveragePool_output_0_1" [id=470, type=QuantizeLinear]; -"471 DequantizeLinear_/Mixed_6e/AveragePool_output_0_1" [id=471, type=DequantizeLinear]; -"472 QuantizeLinear_onnx^^Conv_1123_1" [id=472, label="472 QuantizeLinear_onnx::Conv_1123_1", type=QuantizeLinear]; -"473 DequantizeLinear_onnx^^Conv_1123_1" [id=473, label="473 DequantizeLinear_onnx::Conv_1123_1", type=DequantizeLinear]; -"474 /Mixed_6e/branch_pool/conv/Conv" [id=474, type=Conv]; -"475 /Mixed_6e/branch_pool/Relu" [id=475, type=Relu]; -"476 QuantizeLinear_/Mixed_6e/branch7x7dbl_5/Relu_output_0_1" [id=476, type=QuantizeLinear]; -"477 DequantizeLinear_/Mixed_6e/branch7x7dbl_5/Relu_output_0_1" [id=477, type=DequantizeLinear]; -"478 QuantizeLinear_/Mixed_6e/branch_pool/Relu_output_0_1" [id=478, type=QuantizeLinear]; -"479 DequantizeLinear_/Mixed_6e/branch_pool/Relu_output_0_1" [id=479, type=DequantizeLinear]; -"480 QuantizeLinear_/Mixed_6e/branch1x1/Relu_output_0_1" [id=480, type=QuantizeLinear]; -"481 DequantizeLinear_/Mixed_6e/branch1x1/Relu_output_0_1" [id=481, type=DequantizeLinear]; -"482 QuantizeLinear_/Mixed_6e/branch7x7_3/Relu_output_0_1" [id=482, type=QuantizeLinear]; -"483 DequantizeLinear_/Mixed_6e/branch7x7_3/Relu_output_0_1" [id=483, type=DequantizeLinear]; -"484 /Mixed_6e/Concat" [id=484, type=Concat]; -"485 QuantizeLinear_onnx^^Conv_1126_1" [id=485, label="485 QuantizeLinear_onnx::Conv_1126_1", type=QuantizeLinear]; -"486 DequantizeLinear_onnx^^Conv_1126_1" [id=486, label="486 DequantizeLinear_onnx::Conv_1126_1", type=DequantizeLinear]; -"487 /Mixed_7a/branch3x3_1/conv/Conv" [id=487, type=Conv]; -"488 /Mixed_7a/branch3x3_1/Relu" [id=488, type=Relu]; -"489 QuantizeLinear_/Mixed_7a/branch3x3_1/Relu_output_0_1" [id=489, type=QuantizeLinear]; -"490 DequantizeLinear_/Mixed_7a/branch3x3_1/Relu_output_0_1" [id=490, type=DequantizeLinear]; -"491 QuantizeLinear_onnx^^Conv_1129_1" [id=491, label="491 QuantizeLinear_onnx::Conv_1129_1", type=QuantizeLinear]; -"492 DequantizeLinear_onnx^^Conv_1129_1" [id=492, label="492 DequantizeLinear_onnx::Conv_1129_1", type=DequantizeLinear]; -"493 /Mixed_7a/branch3x3_2/conv/Conv" [id=493, type=Conv]; -"494 /Mixed_7a/branch3x3_2/Relu" [id=494, type=Relu]; -"495 QuantizeLinear_onnx^^Conv_1132_1" [id=495, label="495 QuantizeLinear_onnx::Conv_1132_1", type=QuantizeLinear]; -"496 DequantizeLinear_onnx^^Conv_1132_1" [id=496, label="496 DequantizeLinear_onnx::Conv_1132_1", type=DequantizeLinear]; -"497 /Mixed_7a/branch7x7x3_1/conv/Conv" [id=497, type=Conv]; -"498 /Mixed_7a/branch7x7x3_1/Relu" [id=498, type=Relu]; -"499 QuantizeLinear_/Mixed_7a/branch7x7x3_1/Relu_output_0_1" [id=499, type=QuantizeLinear]; -"500 DequantizeLinear_/Mixed_7a/branch7x7x3_1/Relu_output_0_1" [id=500, type=DequantizeLinear]; -"501 QuantizeLinear_onnx^^Conv_1135_1" [id=501, label="501 QuantizeLinear_onnx::Conv_1135_1", type=QuantizeLinear]; -"502 DequantizeLinear_onnx^^Conv_1135_1" [id=502, label="502 DequantizeLinear_onnx::Conv_1135_1", type=DequantizeLinear]; -"503 /Mixed_7a/branch7x7x3_2/conv/Conv" [id=503, type=Conv]; -"504 /Mixed_7a/branch7x7x3_2/Relu" [id=504, type=Relu]; -"505 QuantizeLinear_/Mixed_7a/branch7x7x3_2/Relu_output_0_1" [id=505, type=QuantizeLinear]; -"506 DequantizeLinear_/Mixed_7a/branch7x7x3_2/Relu_output_0_1" [id=506, type=DequantizeLinear]; -"507 QuantizeLinear_onnx^^Conv_1138_1" [id=507, label="507 QuantizeLinear_onnx::Conv_1138_1", type=QuantizeLinear]; -"508 DequantizeLinear_onnx^^Conv_1138_1" [id=508, label="508 DequantizeLinear_onnx::Conv_1138_1", type=DequantizeLinear]; -"509 /Mixed_7a/branch7x7x3_3/conv/Conv" [id=509, type=Conv]; -"510 /Mixed_7a/branch7x7x3_3/Relu" [id=510, type=Relu]; -"511 QuantizeLinear_/Mixed_7a/branch7x7x3_3/Relu_output_0_1" [id=511, type=QuantizeLinear]; -"512 DequantizeLinear_/Mixed_7a/branch7x7x3_3/Relu_output_0_1" [id=512, type=DequantizeLinear]; -"513 QuantizeLinear_onnx^^Conv_1141_1" [id=513, label="513 QuantizeLinear_onnx::Conv_1141_1", type=QuantizeLinear]; -"514 DequantizeLinear_onnx^^Conv_1141_1" [id=514, label="514 DequantizeLinear_onnx::Conv_1141_1", type=DequantizeLinear]; -"515 /Mixed_7a/branch7x7x3_4/conv/Conv" [id=515, type=Conv]; -"516 /Mixed_7a/branch7x7x3_4/Relu" [id=516, type=Relu]; -"517 /Mixed_7a/MaxPool" [id=517, type=MaxPool]; -"518 QuantizeLinear_/Mixed_7a/branch7x7x3_4/Relu_output_0_1" [id=518, type=QuantizeLinear]; -"519 DequantizeLinear_/Mixed_7a/branch7x7x3_4/Relu_output_0_1" [id=519, type=DequantizeLinear]; -"520 QuantizeLinear_/Mixed_7a/branch3x3_2/Relu_output_0_1" [id=520, type=QuantizeLinear]; -"521 DequantizeLinear_/Mixed_7a/branch3x3_2/Relu_output_0_1" [id=521, type=DequantizeLinear]; -"522 /Mixed_7a/Concat" [id=522, type=Concat]; -"523 QuantizeLinear_onnx^^Conv_1144_1" [id=523, label="523 QuantizeLinear_onnx::Conv_1144_1", type=QuantizeLinear]; -"524 DequantizeLinear_onnx^^Conv_1144_1" [id=524, label="524 DequantizeLinear_onnx::Conv_1144_1", type=DequantizeLinear]; -"525 /Mixed_7b/branch1x1/conv/Conv" [id=525, type=Conv]; -"526 /Mixed_7b/branch1x1/Relu" [id=526, type=Relu]; -"527 QuantizeLinear_onnx^^Conv_1147_1" [id=527, label="527 QuantizeLinear_onnx::Conv_1147_1", type=QuantizeLinear]; -"528 DequantizeLinear_onnx^^Conv_1147_1" [id=528, label="528 DequantizeLinear_onnx::Conv_1147_1", type=DequantizeLinear]; -"529 /Mixed_7b/branch3x3_1/conv/Conv" [id=529, type=Conv]; -"530 /Mixed_7b/branch3x3_1/Relu" [id=530, type=Relu]; -"531 QuantizeLinear_/Mixed_7b/branch3x3_1/Relu_output_0_1" [id=531, type=QuantizeLinear]; -"532 DequantizeLinear_/Mixed_7b/branch3x3_1/Relu_output_0_1" [id=532, type=DequantizeLinear]; -"533 QuantizeLinear_onnx^^Conv_1150_1" [id=533, label="533 QuantizeLinear_onnx::Conv_1150_1", type=QuantizeLinear]; -"534 DequantizeLinear_onnx^^Conv_1150_1" [id=534, label="534 DequantizeLinear_onnx::Conv_1150_1", type=DequantizeLinear]; -"535 /Mixed_7b/branch3x3_2a/conv/Conv" [id=535, type=Conv]; -"536 /Mixed_7b/branch3x3_2a/Relu" [id=536, type=Relu]; -"537 QuantizeLinear_onnx^^Conv_1153_1" [id=537, label="537 QuantizeLinear_onnx::Conv_1153_1", type=QuantizeLinear]; -"538 DequantizeLinear_onnx^^Conv_1153_1" [id=538, label="538 DequantizeLinear_onnx::Conv_1153_1", type=DequantizeLinear]; -"539 /Mixed_7b/branch3x3_2b/conv/Conv" [id=539, type=Conv]; -"540 /Mixed_7b/branch3x3_2b/Relu" [id=540, type=Relu]; -"541 QuantizeLinear_onnx^^Conv_1156_1" [id=541, label="541 QuantizeLinear_onnx::Conv_1156_1", type=QuantizeLinear]; -"542 DequantizeLinear_onnx^^Conv_1156_1" [id=542, label="542 DequantizeLinear_onnx::Conv_1156_1", type=DequantizeLinear]; -"543 /Mixed_7b/branch3x3dbl_1/conv/Conv" [id=543, type=Conv]; -"544 /Mixed_7b/branch3x3dbl_1/Relu" [id=544, type=Relu]; -"545 QuantizeLinear_/Mixed_7b/branch3x3dbl_1/Relu_output_0_1" [id=545, type=QuantizeLinear]; -"546 DequantizeLinear_/Mixed_7b/branch3x3dbl_1/Relu_output_0_1" [id=546, type=DequantizeLinear]; -"547 QuantizeLinear_onnx^^Conv_1159_1" [id=547, label="547 QuantizeLinear_onnx::Conv_1159_1", type=QuantizeLinear]; -"548 DequantizeLinear_onnx^^Conv_1159_1" [id=548, label="548 DequantizeLinear_onnx::Conv_1159_1", type=DequantizeLinear]; -"549 /Mixed_7b/branch3x3dbl_2/conv/Conv" [id=549, type=Conv]; -"550 /Mixed_7b/branch3x3dbl_2/Relu" [id=550, type=Relu]; -"551 QuantizeLinear_/Mixed_7b/branch3x3dbl_2/Relu_output_0_1" [id=551, type=QuantizeLinear]; -"552 DequantizeLinear_/Mixed_7b/branch3x3dbl_2/Relu_output_0_1" [id=552, type=DequantizeLinear]; -"553 QuantizeLinear_onnx^^Conv_1162_1" [id=553, label="553 QuantizeLinear_onnx::Conv_1162_1", type=QuantizeLinear]; -"554 DequantizeLinear_onnx^^Conv_1162_1" [id=554, label="554 DequantizeLinear_onnx::Conv_1162_1", type=DequantizeLinear]; -"555 /Mixed_7b/branch3x3dbl_3a/conv/Conv" [id=555, type=Conv]; -"556 /Mixed_7b/branch3x3dbl_3a/Relu" [id=556, type=Relu]; -"557 QuantizeLinear_onnx^^Conv_1165_1" [id=557, label="557 QuantizeLinear_onnx::Conv_1165_1", type=QuantizeLinear]; -"558 DequantizeLinear_onnx^^Conv_1165_1" [id=558, label="558 DequantizeLinear_onnx::Conv_1165_1", type=DequantizeLinear]; -"559 /Mixed_7b/branch3x3dbl_3b/conv/Conv" [id=559, type=Conv]; -"560 /Mixed_7b/branch3x3dbl_3b/Relu" [id=560, type=Relu]; -"561 /Mixed_7b/AveragePool" [id=561, type=AveragePool]; -"562 QuantizeLinear_/Mixed_7b/AveragePool_output_0_1" [id=562, type=QuantizeLinear]; -"563 DequantizeLinear_/Mixed_7b/AveragePool_output_0_1" [id=563, type=DequantizeLinear]; -"564 QuantizeLinear_onnx^^Conv_1168_1" [id=564, label="564 QuantizeLinear_onnx::Conv_1168_1", type=QuantizeLinear]; -"565 DequantizeLinear_onnx^^Conv_1168_1" [id=565, label="565 DequantizeLinear_onnx::Conv_1168_1", type=DequantizeLinear]; -"566 /Mixed_7b/branch_pool/conv/Conv" [id=566, type=Conv]; -"567 /Mixed_7b/branch_pool/Relu" [id=567, type=Relu]; -"568 QuantizeLinear_/Mixed_7b/branch3x3_2a/Relu_output_0_1" [id=568, type=QuantizeLinear]; -"569 DequantizeLinear_/Mixed_7b/branch3x3_2a/Relu_output_0_1" [id=569, type=DequantizeLinear]; -"570 QuantizeLinear_/Mixed_7b/branch3x3_2b/Relu_output_0_1" [id=570, type=QuantizeLinear]; -"571 DequantizeLinear_/Mixed_7b/branch3x3_2b/Relu_output_0_1" [id=571, type=DequantizeLinear]; -"572 QuantizeLinear_/Mixed_7b/branch3x3dbl_3a/Relu_output_0_1" [id=572, type=QuantizeLinear]; -"573 DequantizeLinear_/Mixed_7b/branch3x3dbl_3a/Relu_output_0_1" [id=573, type=DequantizeLinear]; -"574 QuantizeLinear_/Mixed_7b/branch3x3dbl_3b/Relu_output_0_1" [id=574, type=QuantizeLinear]; -"575 DequantizeLinear_/Mixed_7b/branch3x3dbl_3b/Relu_output_0_1" [id=575, type=DequantizeLinear]; -"576 QuantizeLinear_/Mixed_7b/branch_pool/Relu_output_0_1" [id=576, type=QuantizeLinear]; -"577 DequantizeLinear_/Mixed_7b/branch_pool/Relu_output_0_1" [id=577, type=DequantizeLinear]; -"578 QuantizeLinear_/Mixed_7b/branch1x1/Relu_output_0_1" [id=578, type=QuantizeLinear]; -"579 DequantizeLinear_/Mixed_7b/branch1x1/Relu_output_0_1" [id=579, type=DequantizeLinear]; -"580 /Mixed_7b/Concat" [id=580, type=Concat]; -"581 QuantizeLinear_onnx^^Conv_1171_1" [id=581, label="581 QuantizeLinear_onnx::Conv_1171_1", type=QuantizeLinear]; -"582 DequantizeLinear_onnx^^Conv_1171_1" [id=582, label="582 DequantizeLinear_onnx::Conv_1171_1", type=DequantizeLinear]; -"583 /Mixed_7c/branch1x1/conv/Conv" [id=583, type=Conv]; -"584 /Mixed_7c/branch1x1/Relu" [id=584, type=Relu]; -"585 QuantizeLinear_onnx^^Conv_1174_1" [id=585, label="585 QuantizeLinear_onnx::Conv_1174_1", type=QuantizeLinear]; -"586 DequantizeLinear_onnx^^Conv_1174_1" [id=586, label="586 DequantizeLinear_onnx::Conv_1174_1", type=DequantizeLinear]; -"587 /Mixed_7c/branch3x3_1/conv/Conv" [id=587, type=Conv]; -"588 /Mixed_7c/branch3x3_1/Relu" [id=588, type=Relu]; -"589 QuantizeLinear_/Mixed_7c/branch3x3_1/Relu_output_0_1" [id=589, type=QuantizeLinear]; -"590 DequantizeLinear_/Mixed_7c/branch3x3_1/Relu_output_0_1" [id=590, type=DequantizeLinear]; -"591 QuantizeLinear_onnx^^Conv_1177_1" [id=591, label="591 QuantizeLinear_onnx::Conv_1177_1", type=QuantizeLinear]; -"592 DequantizeLinear_onnx^^Conv_1177_1" [id=592, label="592 DequantizeLinear_onnx::Conv_1177_1", type=DequantizeLinear]; -"593 /Mixed_7c/branch3x3_2a/conv/Conv" [id=593, type=Conv]; -"594 /Mixed_7c/branch3x3_2a/Relu" [id=594, type=Relu]; -"595 QuantizeLinear_onnx^^Conv_1180_1" [id=595, label="595 QuantizeLinear_onnx::Conv_1180_1", type=QuantizeLinear]; -"596 DequantizeLinear_onnx^^Conv_1180_1" [id=596, label="596 DequantizeLinear_onnx::Conv_1180_1", type=DequantizeLinear]; -"597 /Mixed_7c/branch3x3_2b/conv/Conv" [id=597, type=Conv]; -"598 /Mixed_7c/branch3x3_2b/Relu" [id=598, type=Relu]; -"599 QuantizeLinear_onnx^^Conv_1183_1" [id=599, label="599 QuantizeLinear_onnx::Conv_1183_1", type=QuantizeLinear]; -"600 DequantizeLinear_onnx^^Conv_1183_1" [id=600, label="600 DequantizeLinear_onnx::Conv_1183_1", type=DequantizeLinear]; -"601 /Mixed_7c/branch3x3dbl_1/conv/Conv" [id=601, type=Conv]; -"602 /Mixed_7c/branch3x3dbl_1/Relu" [id=602, type=Relu]; -"603 QuantizeLinear_/Mixed_7c/branch3x3dbl_1/Relu_output_0_1" [id=603, type=QuantizeLinear]; -"604 DequantizeLinear_/Mixed_7c/branch3x3dbl_1/Relu_output_0_1" [id=604, type=DequantizeLinear]; -"605 QuantizeLinear_onnx^^Conv_1186_1" [id=605, label="605 QuantizeLinear_onnx::Conv_1186_1", type=QuantizeLinear]; -"606 DequantizeLinear_onnx^^Conv_1186_1" [id=606, label="606 DequantizeLinear_onnx::Conv_1186_1", type=DequantizeLinear]; -"607 /Mixed_7c/branch3x3dbl_2/conv/Conv" [id=607, type=Conv]; -"608 /Mixed_7c/branch3x3dbl_2/Relu" [id=608, type=Relu]; -"609 QuantizeLinear_/Mixed_7c/branch3x3dbl_2/Relu_output_0_1" [id=609, type=QuantizeLinear]; -"610 DequantizeLinear_/Mixed_7c/branch3x3dbl_2/Relu_output_0_1" [id=610, type=DequantizeLinear]; -"611 QuantizeLinear_onnx^^Conv_1189_1" [id=611, label="611 QuantizeLinear_onnx::Conv_1189_1", type=QuantizeLinear]; -"612 DequantizeLinear_onnx^^Conv_1189_1" [id=612, label="612 DequantizeLinear_onnx::Conv_1189_1", type=DequantizeLinear]; -"613 /Mixed_7c/branch3x3dbl_3a/conv/Conv" [id=613, type=Conv]; -"614 /Mixed_7c/branch3x3dbl_3a/Relu" [id=614, type=Relu]; -"615 QuantizeLinear_onnx^^Conv_1192_1" [id=615, label="615 QuantizeLinear_onnx::Conv_1192_1", type=QuantizeLinear]; -"616 DequantizeLinear_onnx^^Conv_1192_1" [id=616, label="616 DequantizeLinear_onnx::Conv_1192_1", type=DequantizeLinear]; -"617 /Mixed_7c/branch3x3dbl_3b/conv/Conv" [id=617, type=Conv]; -"618 /Mixed_7c/branch3x3dbl_3b/Relu" [id=618, type=Relu]; -"619 /Mixed_7c/AveragePool" [id=619, type=AveragePool]; -"620 QuantizeLinear_/Mixed_7c/AveragePool_output_0_1" [id=620, type=QuantizeLinear]; -"621 DequantizeLinear_/Mixed_7c/AveragePool_output_0_1" [id=621, type=DequantizeLinear]; -"622 QuantizeLinear_onnx^^Conv_1195_1" [id=622, label="622 QuantizeLinear_onnx::Conv_1195_1", type=QuantizeLinear]; -"623 DequantizeLinear_onnx^^Conv_1195_1" [id=623, label="623 DequantizeLinear_onnx::Conv_1195_1", type=DequantizeLinear]; -"624 /Mixed_7c/branch_pool/conv/Conv" [id=624, type=Conv]; -"625 /Mixed_7c/branch_pool/Relu" [id=625, type=Relu]; -"626 QuantizeLinear_/Mixed_7c/branch1x1/Relu_output_0_1" [id=626, type=QuantizeLinear]; -"627 DequantizeLinear_/Mixed_7c/branch1x1/Relu_output_0_1" [id=627, type=DequantizeLinear]; -"628 QuantizeLinear_/Mixed_7c/branch3x3_2a/Relu_output_0_1" [id=628, type=QuantizeLinear]; -"629 DequantizeLinear_/Mixed_7c/branch3x3_2a/Relu_output_0_1" [id=629, type=DequantizeLinear]; -"630 QuantizeLinear_/Mixed_7c/branch3x3_2b/Relu_output_0_1" [id=630, type=QuantizeLinear]; -"631 DequantizeLinear_/Mixed_7c/branch3x3_2b/Relu_output_0_1" [id=631, type=DequantizeLinear]; -"632 QuantizeLinear_/Mixed_7c/branch3x3dbl_3a/Relu_output_0_1" [id=632, type=QuantizeLinear]; -"633 DequantizeLinear_/Mixed_7c/branch3x3dbl_3a/Relu_output_0_1" [id=633, type=DequantizeLinear]; -"634 QuantizeLinear_/Mixed_7c/branch3x3dbl_3b/Relu_output_0_1" [id=634, type=QuantizeLinear]; -"635 DequantizeLinear_/Mixed_7c/branch3x3dbl_3b/Relu_output_0_1" [id=635, type=DequantizeLinear]; -"636 QuantizeLinear_/Mixed_7c/branch_pool/Relu_output_0_1" [id=636, type=QuantizeLinear]; -"637 DequantizeLinear_/Mixed_7c/branch_pool/Relu_output_0_1" [id=637, type=DequantizeLinear]; -"638 /Mixed_7c/Concat" [id=638, type=Concat]; -"639 /avgpool/GlobalAveragePool" [id=639, type=GlobalAveragePool]; -"640 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [id=640, type=QuantizeLinear]; -"641 DequantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [id=641, type=DequantizeLinear]; -"642 /Flatten" [id=642, type=Flatten]; -"643 QuantizeLinear_fc.weight_1" [id=643, type=QuantizeLinear]; -"644 DequantizeLinear_fc.weight_1" [id=644, type=DequantizeLinear]; -"645 /fc/Gemm" [id=645, type=Gemm]; -"646 nncf_model_input_0" [id=646, type=nncf_model_input]; -"647 nncf_model_output_0" [id=647, type=nncf_model_output]; -"0 /Constant" -> "4 /Gather" [label="[]", style=dashed]; -"1 /Constant_1" -> "11 /Gather_1" [label="[]", style=dashed]; -"2 QuantizeLinear_x.1_1" -> "3 DequantizeLinear_x.1_1" [label="[1, 3, 224, 224]", style=dashed]; -"3 DequantizeLinear_x.1_1" -> "4 /Gather" [label="[1, 3, 224, 224]", style=solid]; -"3 DequantizeLinear_x.1_1" -> "11 /Gather_1" [label="[1, 3, 224, 224]", style=solid]; -"3 DequantizeLinear_x.1_1" -> "19 /Gather_2" [label="[1, 3, 224, 224]", style=solid]; -"4 /Gather" -> "6 /Unsqueeze" [label="[1, 224, 224]", style=solid]; -"5 /Constant_2" -> "6 /Unsqueeze" [label="[1]", style=dashed]; -"6 /Unsqueeze" -> "8 /Mul" [label="[1, 1, 224, 224]", style=solid]; -"7 /Constant_3" -> "8 /Mul" [label="[]", style=solid]; -"8 /Mul" -> "10 /Add" [label="[1, 1, 224, 224]", style=solid]; -"9 /Constant_4" -> "10 /Add" [label="[]", style=solid]; -"10 /Add" -> "26 QuantizeLinear_/Add_output_0_1" [label="[1, 1, 224, 224]", style=solid]; -"11 /Gather_1" -> "13 /Unsqueeze_1" [label="[1, 224, 224]", style=solid]; -"12 /Constant_5" -> "13 /Unsqueeze_1" [label="[1]", style=dashed]; -"13 /Unsqueeze_1" -> "15 /Mul_1" [label="[1, 1, 224, 224]", style=solid]; -"14 /Constant_6" -> "15 /Mul_1" [label="[]", style=solid]; -"15 /Mul_1" -> "17 /Add_1" [label="[1, 1, 224, 224]", style=solid]; -"16 /Constant_7" -> "17 /Add_1" [label="[]", style=solid]; -"17 /Add_1" -> "28 QuantizeLinear_/Add_1_output_0_1" [label="[1, 1, 224, 224]", style=solid]; -"18 /Constant_8" -> "19 /Gather_2" [label="[]", style=dashed]; -"19 /Gather_2" -> "21 /Unsqueeze_2" [label="[1, 224, 224]", style=solid]; -"20 /Constant_9" -> "21 /Unsqueeze_2" [label="[1]", style=dashed]; -"21 /Unsqueeze_2" -> "23 /Mul_2" [label="[1, 1, 224, 224]", style=solid]; -"22 /Constant_10" -> "23 /Mul_2" [label="[]", style=solid]; -"23 /Mul_2" -> "25 /Add_2" [label="[1, 1, 224, 224]", style=solid]; -"24 /Constant_11" -> "25 /Add_2" [label="[]", style=solid]; -"25 /Add_2" -> "30 QuantizeLinear_/Add_2_output_0_1" [label="[1, 1, 224, 224]", style=solid]; -"26 QuantizeLinear_/Add_output_0_1" -> "27 DequantizeLinear_/Add_output_0_1" [label="[1, 1, 224, 224]", style=dashed]; -"27 DequantizeLinear_/Add_output_0_1" -> "32 /Concat" [label="[1, 1, 224, 224]", style=solid]; -"28 QuantizeLinear_/Add_1_output_0_1" -> "29 DequantizeLinear_/Add_1_output_0_1" [label="[1, 1, 224, 224]", style=dashed]; -"29 DequantizeLinear_/Add_1_output_0_1" -> "32 /Concat" [label="[1, 1, 224, 224]", style=solid]; -"30 QuantizeLinear_/Add_2_output_0_1" -> "31 DequantizeLinear_/Add_2_output_0_1" [label="[1, 1, 224, 224]", style=dashed]; -"31 DequantizeLinear_/Add_2_output_0_1" -> "32 /Concat" [label="[1, 1, 224, 224]", style=solid]; -"32 /Concat" -> "35 /Conv2d_1a_3x3/conv/Conv" [label="[1, 3, 224, 224]", style=solid]; -"33 QuantizeLinear_onnx^^Conv_916_1" -> "34 DequantizeLinear_onnx^^Conv_916_1" [label="[32, 3, 3, 3]", style=dashed]; -"34 DequantizeLinear_onnx^^Conv_916_1" -> "35 /Conv2d_1a_3x3/conv/Conv" [label="[32, 3, 3, 3]", style=solid]; -"35 /Conv2d_1a_3x3/conv/Conv" -> "36 /Conv2d_1a_3x3/Relu" [label="[1, 32, 111, 111]", style=solid]; -"36 /Conv2d_1a_3x3/Relu" -> "37 QuantizeLinear_/Conv2d_1a_3x3/Relu_output_0_1" [label="[1, 32, 111, 111]", style=solid]; -"37 QuantizeLinear_/Conv2d_1a_3x3/Relu_output_0_1" -> "38 DequantizeLinear_/Conv2d_1a_3x3/Relu_output_0_1" [label="[1, 32, 111, 111]", style=dashed]; -"38 DequantizeLinear_/Conv2d_1a_3x3/Relu_output_0_1" -> "41 /Conv2d_2a_3x3/conv/Conv" [label="[1, 32, 111, 111]", style=solid]; -"39 QuantizeLinear_onnx^^Conv_919_1" -> "40 DequantizeLinear_onnx^^Conv_919_1" [label="[32, 32, 3, 3]", style=dashed]; -"40 DequantizeLinear_onnx^^Conv_919_1" -> "41 /Conv2d_2a_3x3/conv/Conv" [label="[32, 32, 3, 3]", style=solid]; -"41 /Conv2d_2a_3x3/conv/Conv" -> "42 /Conv2d_2a_3x3/Relu" [label="[1, 32, 109, 109]", style=solid]; -"42 /Conv2d_2a_3x3/Relu" -> "43 QuantizeLinear_/Conv2d_2a_3x3/Relu_output_0_1" [label="[1, 32, 109, 109]", style=solid]; -"43 QuantizeLinear_/Conv2d_2a_3x3/Relu_output_0_1" -> "44 DequantizeLinear_/Conv2d_2a_3x3/Relu_output_0_1" [label="[1, 32, 109, 109]", style=dashed]; -"44 DequantizeLinear_/Conv2d_2a_3x3/Relu_output_0_1" -> "47 /Conv2d_2b_3x3/conv/Conv" [label="[1, 32, 109, 109]", style=solid]; -"45 QuantizeLinear_onnx^^Conv_922_1" -> "46 DequantizeLinear_onnx^^Conv_922_1" [label="[64, 32, 3, 3]", style=dashed]; -"46 DequantizeLinear_onnx^^Conv_922_1" -> "47 /Conv2d_2b_3x3/conv/Conv" [label="[64, 32, 3, 3]", style=solid]; -"47 /Conv2d_2b_3x3/conv/Conv" -> "48 /Conv2d_2b_3x3/Relu" [label="[1, 64, 109, 109]", style=solid]; -"48 /Conv2d_2b_3x3/Relu" -> "49 QuantizeLinear_/Conv2d_2b_3x3/Relu_output_0_1" [label="[1, 64, 109, 109]", style=solid]; -"49 QuantizeLinear_/Conv2d_2b_3x3/Relu_output_0_1" -> "50 DequantizeLinear_/Conv2d_2b_3x3/Relu_output_0_1" [label="[1, 64, 109, 109]", style=dashed]; -"50 DequantizeLinear_/Conv2d_2b_3x3/Relu_output_0_1" -> "51 /maxpool1/MaxPool" [label="[1, 64, 109, 109]", style=solid]; -"51 /maxpool1/MaxPool" -> "54 /Conv2d_3b_1x1/conv/Conv" [label="[1, 64, 54, 54]", style=solid]; -"52 QuantizeLinear_onnx^^Conv_925_1" -> "53 DequantizeLinear_onnx^^Conv_925_1" [label="[80, 64, 1, 1]", style=dashed]; -"53 DequantizeLinear_onnx^^Conv_925_1" -> "54 /Conv2d_3b_1x1/conv/Conv" [label="[80, 64, 1, 1]", style=solid]; -"54 /Conv2d_3b_1x1/conv/Conv" -> "55 /Conv2d_3b_1x1/Relu" [label="[1, 80, 54, 54]", style=solid]; -"55 /Conv2d_3b_1x1/Relu" -> "56 QuantizeLinear_/Conv2d_3b_1x1/Relu_output_0_1" [label="[1, 80, 54, 54]", style=solid]; -"56 QuantizeLinear_/Conv2d_3b_1x1/Relu_output_0_1" -> "57 DequantizeLinear_/Conv2d_3b_1x1/Relu_output_0_1" [label="[1, 80, 54, 54]", style=dashed]; -"57 DequantizeLinear_/Conv2d_3b_1x1/Relu_output_0_1" -> "60 /Conv2d_4a_3x3/conv/Conv" [label="[1, 80, 54, 54]", style=solid]; -"58 QuantizeLinear_onnx^^Conv_928_1" -> "59 DequantizeLinear_onnx^^Conv_928_1" [label="[192, 80, 3, 3]", style=dashed]; -"59 DequantizeLinear_onnx^^Conv_928_1" -> "60 /Conv2d_4a_3x3/conv/Conv" [label="[192, 80, 3, 3]", style=solid]; -"60 /Conv2d_4a_3x3/conv/Conv" -> "61 /Conv2d_4a_3x3/Relu" [label="[1, 192, 52, 52]", style=solid]; -"61 /Conv2d_4a_3x3/Relu" -> "62 QuantizeLinear_/Conv2d_4a_3x3/Relu_output_0_1" [label="[1, 192, 52, 52]", style=solid]; -"62 QuantizeLinear_/Conv2d_4a_3x3/Relu_output_0_1" -> "63 DequantizeLinear_/Conv2d_4a_3x3/Relu_output_0_1" [label="[1, 192, 52, 52]", style=dashed]; -"63 DequantizeLinear_/Conv2d_4a_3x3/Relu_output_0_1" -> "64 /maxpool2/MaxPool" [label="[1, 192, 52, 52]", style=solid]; -"64 /maxpool2/MaxPool" -> "67 /Mixed_5b/branch1x1/conv/Conv" [label="[1, 192, 25, 25]", style=solid]; -"64 /maxpool2/MaxPool" -> "71 /Mixed_5b/branch5x5_1/conv/Conv" [label="[1, 192, 25, 25]", style=solid]; -"64 /maxpool2/MaxPool" -> "81 /Mixed_5b/branch3x3dbl_1/conv/Conv" [label="[1, 192, 25, 25]", style=solid]; -"64 /maxpool2/MaxPool" -> "95 /Mixed_5b/AveragePool" [label="[1, 192, 25, 25]", style=solid]; -"65 QuantizeLinear_onnx^^Conv_931_1" -> "66 DequantizeLinear_onnx^^Conv_931_1" [label="[64, 192, 1, 1]", style=dashed]; -"66 DequantizeLinear_onnx^^Conv_931_1" -> "67 /Mixed_5b/branch1x1/conv/Conv" [label="[64, 192, 1, 1]", style=solid]; -"67 /Mixed_5b/branch1x1/conv/Conv" -> "68 /Mixed_5b/branch1x1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"68 /Mixed_5b/branch1x1/Relu" -> "102 QuantizeLinear_/Mixed_5b/branch1x1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=solid]; -"69 QuantizeLinear_onnx^^Conv_934_1" -> "70 DequantizeLinear_onnx^^Conv_934_1" [label="[48, 192, 1, 1]", style=dashed]; -"70 DequantizeLinear_onnx^^Conv_934_1" -> "71 /Mixed_5b/branch5x5_1/conv/Conv" [label="[48, 192, 1, 1]", style=solid]; -"71 /Mixed_5b/branch5x5_1/conv/Conv" -> "72 /Mixed_5b/branch5x5_1/Relu" [label="[1, 48, 25, 25]", style=solid]; -"72 /Mixed_5b/branch5x5_1/Relu" -> "73 QuantizeLinear_/Mixed_5b/branch5x5_1/Relu_output_0_1" [label="[1, 48, 25, 25]", style=solid]; -"73 QuantizeLinear_/Mixed_5b/branch5x5_1/Relu_output_0_1" -> "74 DequantizeLinear_/Mixed_5b/branch5x5_1/Relu_output_0_1" [label="[1, 48, 25, 25]", style=dashed]; -"74 DequantizeLinear_/Mixed_5b/branch5x5_1/Relu_output_0_1" -> "77 /Mixed_5b/branch5x5_2/conv/Conv" [label="[1, 48, 25, 25]", style=solid]; -"75 QuantizeLinear_onnx^^Conv_937_1" -> "76 DequantizeLinear_onnx^^Conv_937_1" [label="[64, 48, 5, 5]", style=dashed]; -"76 DequantizeLinear_onnx^^Conv_937_1" -> "77 /Mixed_5b/branch5x5_2/conv/Conv" [label="[64, 48, 5, 5]", style=solid]; -"77 /Mixed_5b/branch5x5_2/conv/Conv" -> "78 /Mixed_5b/branch5x5_2/Relu" [label="[1, 64, 25, 25]", style=solid]; -"78 /Mixed_5b/branch5x5_2/Relu" -> "104 QuantizeLinear_/Mixed_5b/branch5x5_2/Relu_output_0_1" [label="[1, 64, 25, 25]", style=solid]; -"79 QuantizeLinear_onnx^^Conv_940_1" -> "80 DequantizeLinear_onnx^^Conv_940_1" [label="[64, 192, 1, 1]", style=dashed]; -"80 DequantizeLinear_onnx^^Conv_940_1" -> "81 /Mixed_5b/branch3x3dbl_1/conv/Conv" [label="[64, 192, 1, 1]", style=solid]; -"81 /Mixed_5b/branch3x3dbl_1/conv/Conv" -> "82 /Mixed_5b/branch3x3dbl_1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"82 /Mixed_5b/branch3x3dbl_1/Relu" -> "83 QuantizeLinear_/Mixed_5b/branch3x3dbl_1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=solid]; -"83 QuantizeLinear_/Mixed_5b/branch3x3dbl_1/Relu_output_0_1" -> "84 DequantizeLinear_/Mixed_5b/branch3x3dbl_1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=dashed]; -"84 DequantizeLinear_/Mixed_5b/branch3x3dbl_1/Relu_output_0_1" -> "87 /Mixed_5b/branch3x3dbl_2/conv/Conv" [label="[1, 64, 25, 25]", style=solid]; -"85 QuantizeLinear_onnx^^Conv_943_1" -> "86 DequantizeLinear_onnx^^Conv_943_1" [label="[96, 64, 3, 3]", style=dashed]; -"86 DequantizeLinear_onnx^^Conv_943_1" -> "87 /Mixed_5b/branch3x3dbl_2/conv/Conv" [label="[96, 64, 3, 3]", style=solid]; -"87 /Mixed_5b/branch3x3dbl_2/conv/Conv" -> "88 /Mixed_5b/branch3x3dbl_2/Relu" [label="[1, 96, 25, 25]", style=solid]; -"88 /Mixed_5b/branch3x3dbl_2/Relu" -> "89 QuantizeLinear_/Mixed_5b/branch3x3dbl_2/Relu_output_0_1" [label="[1, 96, 25, 25]", style=solid]; -"89 QuantizeLinear_/Mixed_5b/branch3x3dbl_2/Relu_output_0_1" -> "90 DequantizeLinear_/Mixed_5b/branch3x3dbl_2/Relu_output_0_1" [label="[1, 96, 25, 25]", style=dashed]; -"90 DequantizeLinear_/Mixed_5b/branch3x3dbl_2/Relu_output_0_1" -> "93 /Mixed_5b/branch3x3dbl_3/conv/Conv" [label="[1, 96, 25, 25]", style=solid]; -"91 QuantizeLinear_onnx^^Conv_946_1" -> "92 DequantizeLinear_onnx^^Conv_946_1" [label="[96, 96, 3, 3]", style=dashed]; -"92 DequantizeLinear_onnx^^Conv_946_1" -> "93 /Mixed_5b/branch3x3dbl_3/conv/Conv" [label="[96, 96, 3, 3]", style=solid]; -"93 /Mixed_5b/branch3x3dbl_3/conv/Conv" -> "94 /Mixed_5b/branch3x3dbl_3/Relu" [label="[1, 96, 25, 25]", style=solid]; -"94 /Mixed_5b/branch3x3dbl_3/Relu" -> "106 QuantizeLinear_/Mixed_5b/branch3x3dbl_3/Relu_output_0_1" [label="[1, 96, 25, 25]", style=solid]; -"95 /Mixed_5b/AveragePool" -> "96 QuantizeLinear_/Mixed_5b/AveragePool_output_0_1" [label="[1, 192, 25, 25]", style=solid]; -"96 QuantizeLinear_/Mixed_5b/AveragePool_output_0_1" -> "97 DequantizeLinear_/Mixed_5b/AveragePool_output_0_1" [label="[1, 192, 25, 25]", style=dashed]; -"97 DequantizeLinear_/Mixed_5b/AveragePool_output_0_1" -> "100 /Mixed_5b/branch_pool/conv/Conv" [label="[1, 192, 25, 25]", style=solid]; -"98 QuantizeLinear_onnx^^Conv_949_1" -> "99 DequantizeLinear_onnx^^Conv_949_1" [label="[32, 192, 1, 1]", style=dashed]; -"99 DequantizeLinear_onnx^^Conv_949_1" -> "100 /Mixed_5b/branch_pool/conv/Conv" [label="[32, 192, 1, 1]", style=solid]; -"100 /Mixed_5b/branch_pool/conv/Conv" -> "101 /Mixed_5b/branch_pool/Relu" [label="[1, 32, 25, 25]", style=solid]; -"101 /Mixed_5b/branch_pool/Relu" -> "108 QuantizeLinear_/Mixed_5b/branch_pool/Relu_output_0_1" [label="[1, 32, 25, 25]", style=solid]; -"102 QuantizeLinear_/Mixed_5b/branch1x1/Relu_output_0_1" -> "103 DequantizeLinear_/Mixed_5b/branch1x1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=dashed]; -"103 DequantizeLinear_/Mixed_5b/branch1x1/Relu_output_0_1" -> "110 /Mixed_5b/Concat" [label="[1, 64, 25, 25]", style=solid]; -"104 QuantizeLinear_/Mixed_5b/branch5x5_2/Relu_output_0_1" -> "105 DequantizeLinear_/Mixed_5b/branch5x5_2/Relu_output_0_1" [label="[1, 64, 25, 25]", style=dashed]; -"105 DequantizeLinear_/Mixed_5b/branch5x5_2/Relu_output_0_1" -> "110 /Mixed_5b/Concat" [label="[1, 64, 25, 25]", style=solid]; -"106 QuantizeLinear_/Mixed_5b/branch3x3dbl_3/Relu_output_0_1" -> "107 DequantizeLinear_/Mixed_5b/branch3x3dbl_3/Relu_output_0_1" [label="[1, 96, 25, 25]", style=dashed]; -"107 DequantizeLinear_/Mixed_5b/branch3x3dbl_3/Relu_output_0_1" -> "110 /Mixed_5b/Concat" [label="[1, 96, 25, 25]", style=solid]; -"108 QuantizeLinear_/Mixed_5b/branch_pool/Relu_output_0_1" -> "109 DequantizeLinear_/Mixed_5b/branch_pool/Relu_output_0_1" [label="[1, 32, 25, 25]", style=dashed]; -"109 DequantizeLinear_/Mixed_5b/branch_pool/Relu_output_0_1" -> "110 /Mixed_5b/Concat" [label="[1, 32, 25, 25]", style=solid]; -"110 /Mixed_5b/Concat" -> "113 /Mixed_5c/branch1x1/conv/Conv" [label="[1, 256, 25, 25]", style=solid]; -"110 /Mixed_5b/Concat" -> "117 /Mixed_5c/branch5x5_1/conv/Conv" [label="[1, 256, 25, 25]", style=solid]; -"110 /Mixed_5b/Concat" -> "127 /Mixed_5c/branch3x3dbl_1/conv/Conv" [label="[1, 256, 25, 25]", style=solid]; -"110 /Mixed_5b/Concat" -> "141 /Mixed_5c/AveragePool" [label="[1, 256, 25, 25]", style=solid]; -"111 QuantizeLinear_onnx^^Conv_952_1" -> "112 DequantizeLinear_onnx^^Conv_952_1" [label="[64, 256, 1, 1]", style=dashed]; -"112 DequantizeLinear_onnx^^Conv_952_1" -> "113 /Mixed_5c/branch1x1/conv/Conv" [label="[64, 256, 1, 1]", style=solid]; -"113 /Mixed_5c/branch1x1/conv/Conv" -> "114 /Mixed_5c/branch1x1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"114 /Mixed_5c/branch1x1/Relu" -> "148 QuantizeLinear_/Mixed_5c/branch1x1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=solid]; -"115 QuantizeLinear_onnx^^Conv_955_1" -> "116 DequantizeLinear_onnx^^Conv_955_1" [label="[48, 256, 1, 1]", style=dashed]; -"116 DequantizeLinear_onnx^^Conv_955_1" -> "117 /Mixed_5c/branch5x5_1/conv/Conv" [label="[48, 256, 1, 1]", style=solid]; -"117 /Mixed_5c/branch5x5_1/conv/Conv" -> "118 /Mixed_5c/branch5x5_1/Relu" [label="[1, 48, 25, 25]", style=solid]; -"118 /Mixed_5c/branch5x5_1/Relu" -> "119 QuantizeLinear_/Mixed_5c/branch5x5_1/Relu_output_0_1" [label="[1, 48, 25, 25]", style=solid]; -"119 QuantizeLinear_/Mixed_5c/branch5x5_1/Relu_output_0_1" -> "120 DequantizeLinear_/Mixed_5c/branch5x5_1/Relu_output_0_1" [label="[1, 48, 25, 25]", style=dashed]; -"120 DequantizeLinear_/Mixed_5c/branch5x5_1/Relu_output_0_1" -> "123 /Mixed_5c/branch5x5_2/conv/Conv" [label="[1, 48, 25, 25]", style=solid]; -"121 QuantizeLinear_onnx^^Conv_958_1" -> "122 DequantizeLinear_onnx^^Conv_958_1" [label="[64, 48, 5, 5]", style=dashed]; -"122 DequantizeLinear_onnx^^Conv_958_1" -> "123 /Mixed_5c/branch5x5_2/conv/Conv" [label="[64, 48, 5, 5]", style=solid]; -"123 /Mixed_5c/branch5x5_2/conv/Conv" -> "124 /Mixed_5c/branch5x5_2/Relu" [label="[1, 64, 25, 25]", style=solid]; -"124 /Mixed_5c/branch5x5_2/Relu" -> "150 QuantizeLinear_/Mixed_5c/branch5x5_2/Relu_output_0_1" [label="[1, 64, 25, 25]", style=solid]; -"125 QuantizeLinear_onnx^^Conv_961_1" -> "126 DequantizeLinear_onnx^^Conv_961_1" [label="[64, 256, 1, 1]", style=dashed]; -"126 DequantizeLinear_onnx^^Conv_961_1" -> "127 /Mixed_5c/branch3x3dbl_1/conv/Conv" [label="[64, 256, 1, 1]", style=solid]; -"127 /Mixed_5c/branch3x3dbl_1/conv/Conv" -> "128 /Mixed_5c/branch3x3dbl_1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"128 /Mixed_5c/branch3x3dbl_1/Relu" -> "129 QuantizeLinear_/Mixed_5c/branch3x3dbl_1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=solid]; -"129 QuantizeLinear_/Mixed_5c/branch3x3dbl_1/Relu_output_0_1" -> "130 DequantizeLinear_/Mixed_5c/branch3x3dbl_1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=dashed]; -"130 DequantizeLinear_/Mixed_5c/branch3x3dbl_1/Relu_output_0_1" -> "133 /Mixed_5c/branch3x3dbl_2/conv/Conv" [label="[1, 64, 25, 25]", style=solid]; -"131 QuantizeLinear_onnx^^Conv_964_1" -> "132 DequantizeLinear_onnx^^Conv_964_1" [label="[96, 64, 3, 3]", style=dashed]; -"132 DequantizeLinear_onnx^^Conv_964_1" -> "133 /Mixed_5c/branch3x3dbl_2/conv/Conv" [label="[96, 64, 3, 3]", style=solid]; -"133 /Mixed_5c/branch3x3dbl_2/conv/Conv" -> "134 /Mixed_5c/branch3x3dbl_2/Relu" [label="[1, 96, 25, 25]", style=solid]; -"134 /Mixed_5c/branch3x3dbl_2/Relu" -> "135 QuantizeLinear_/Mixed_5c/branch3x3dbl_2/Relu_output_0_1" [label="[1, 96, 25, 25]", style=solid]; -"135 QuantizeLinear_/Mixed_5c/branch3x3dbl_2/Relu_output_0_1" -> "136 DequantizeLinear_/Mixed_5c/branch3x3dbl_2/Relu_output_0_1" [label="[1, 96, 25, 25]", style=dashed]; -"136 DequantizeLinear_/Mixed_5c/branch3x3dbl_2/Relu_output_0_1" -> "139 /Mixed_5c/branch3x3dbl_3/conv/Conv" [label="[1, 96, 25, 25]", style=solid]; -"137 QuantizeLinear_onnx^^Conv_967_1" -> "138 DequantizeLinear_onnx^^Conv_967_1" [label="[96, 96, 3, 3]", style=dashed]; -"138 DequantizeLinear_onnx^^Conv_967_1" -> "139 /Mixed_5c/branch3x3dbl_3/conv/Conv" [label="[96, 96, 3, 3]", style=solid]; -"139 /Mixed_5c/branch3x3dbl_3/conv/Conv" -> "140 /Mixed_5c/branch3x3dbl_3/Relu" [label="[1, 96, 25, 25]", style=solid]; -"140 /Mixed_5c/branch3x3dbl_3/Relu" -> "152 QuantizeLinear_/Mixed_5c/branch3x3dbl_3/Relu_output_0_1" [label="[1, 96, 25, 25]", style=solid]; -"141 /Mixed_5c/AveragePool" -> "142 QuantizeLinear_/Mixed_5c/AveragePool_output_0_1" [label="[1, 256, 25, 25]", style=solid]; -"142 QuantizeLinear_/Mixed_5c/AveragePool_output_0_1" -> "143 DequantizeLinear_/Mixed_5c/AveragePool_output_0_1" [label="[1, 256, 25, 25]", style=dashed]; -"143 DequantizeLinear_/Mixed_5c/AveragePool_output_0_1" -> "146 /Mixed_5c/branch_pool/conv/Conv" [label="[1, 256, 25, 25]", style=solid]; -"144 QuantizeLinear_onnx^^Conv_970_1" -> "145 DequantizeLinear_onnx^^Conv_970_1" [label="[64, 256, 1, 1]", style=dashed]; -"145 DequantizeLinear_onnx^^Conv_970_1" -> "146 /Mixed_5c/branch_pool/conv/Conv" [label="[64, 256, 1, 1]", style=solid]; -"146 /Mixed_5c/branch_pool/conv/Conv" -> "147 /Mixed_5c/branch_pool/Relu" [label="[1, 64, 25, 25]", style=solid]; -"147 /Mixed_5c/branch_pool/Relu" -> "154 QuantizeLinear_/Mixed_5c/branch_pool/Relu_output_0_1" [label="[1, 64, 25, 25]", style=solid]; -"148 QuantizeLinear_/Mixed_5c/branch1x1/Relu_output_0_1" -> "149 DequantizeLinear_/Mixed_5c/branch1x1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=dashed]; -"149 DequantizeLinear_/Mixed_5c/branch1x1/Relu_output_0_1" -> "156 /Mixed_5c/Concat" [label="[1, 64, 25, 25]", style=solid]; -"150 QuantizeLinear_/Mixed_5c/branch5x5_2/Relu_output_0_1" -> "151 DequantizeLinear_/Mixed_5c/branch5x5_2/Relu_output_0_1" [label="[1, 64, 25, 25]", style=dashed]; -"151 DequantizeLinear_/Mixed_5c/branch5x5_2/Relu_output_0_1" -> "156 /Mixed_5c/Concat" [label="[1, 64, 25, 25]", style=solid]; -"152 QuantizeLinear_/Mixed_5c/branch3x3dbl_3/Relu_output_0_1" -> "153 DequantizeLinear_/Mixed_5c/branch3x3dbl_3/Relu_output_0_1" [label="[1, 96, 25, 25]", style=dashed]; -"153 DequantizeLinear_/Mixed_5c/branch3x3dbl_3/Relu_output_0_1" -> "156 /Mixed_5c/Concat" [label="[1, 96, 25, 25]", style=solid]; -"154 QuantizeLinear_/Mixed_5c/branch_pool/Relu_output_0_1" -> "155 DequantizeLinear_/Mixed_5c/branch_pool/Relu_output_0_1" [label="[1, 64, 25, 25]", style=dashed]; -"155 DequantizeLinear_/Mixed_5c/branch_pool/Relu_output_0_1" -> "156 /Mixed_5c/Concat" [label="[1, 64, 25, 25]", style=solid]; -"156 /Mixed_5c/Concat" -> "159 /Mixed_5d/branch1x1/conv/Conv" [label="[1, 288, 25, 25]", style=solid]; -"156 /Mixed_5c/Concat" -> "163 /Mixed_5d/branch5x5_1/conv/Conv" [label="[1, 288, 25, 25]", style=solid]; -"156 /Mixed_5c/Concat" -> "173 /Mixed_5d/branch3x3dbl_1/conv/Conv" [label="[1, 288, 25, 25]", style=solid]; -"156 /Mixed_5c/Concat" -> "187 /Mixed_5d/AveragePool" [label="[1, 288, 25, 25]", style=solid]; -"157 QuantizeLinear_onnx^^Conv_973_1" -> "158 DequantizeLinear_onnx^^Conv_973_1" [label="[64, 288, 1, 1]", style=dashed]; -"158 DequantizeLinear_onnx^^Conv_973_1" -> "159 /Mixed_5d/branch1x1/conv/Conv" [label="[64, 288, 1, 1]", style=solid]; -"159 /Mixed_5d/branch1x1/conv/Conv" -> "160 /Mixed_5d/branch1x1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"160 /Mixed_5d/branch1x1/Relu" -> "194 QuantizeLinear_/Mixed_5d/branch1x1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=solid]; -"161 QuantizeLinear_onnx^^Conv_976_1" -> "162 DequantizeLinear_onnx^^Conv_976_1" [label="[48, 288, 1, 1]", style=dashed]; -"162 DequantizeLinear_onnx^^Conv_976_1" -> "163 /Mixed_5d/branch5x5_1/conv/Conv" [label="[48, 288, 1, 1]", style=solid]; -"163 /Mixed_5d/branch5x5_1/conv/Conv" -> "164 /Mixed_5d/branch5x5_1/Relu" [label="[1, 48, 25, 25]", style=solid]; -"164 /Mixed_5d/branch5x5_1/Relu" -> "165 QuantizeLinear_/Mixed_5d/branch5x5_1/Relu_output_0_1" [label="[1, 48, 25, 25]", style=solid]; -"165 QuantizeLinear_/Mixed_5d/branch5x5_1/Relu_output_0_1" -> "166 DequantizeLinear_/Mixed_5d/branch5x5_1/Relu_output_0_1" [label="[1, 48, 25, 25]", style=dashed]; -"166 DequantizeLinear_/Mixed_5d/branch5x5_1/Relu_output_0_1" -> "169 /Mixed_5d/branch5x5_2/conv/Conv" [label="[1, 48, 25, 25]", style=solid]; -"167 QuantizeLinear_onnx^^Conv_979_1" -> "168 DequantizeLinear_onnx^^Conv_979_1" [label="[64, 48, 5, 5]", style=dashed]; -"168 DequantizeLinear_onnx^^Conv_979_1" -> "169 /Mixed_5d/branch5x5_2/conv/Conv" [label="[64, 48, 5, 5]", style=solid]; -"169 /Mixed_5d/branch5x5_2/conv/Conv" -> "170 /Mixed_5d/branch5x5_2/Relu" [label="[1, 64, 25, 25]", style=solid]; -"170 /Mixed_5d/branch5x5_2/Relu" -> "196 QuantizeLinear_/Mixed_5d/branch5x5_2/Relu_output_0_1" [label="[1, 64, 25, 25]", style=solid]; -"171 QuantizeLinear_onnx^^Conv_982_1" -> "172 DequantizeLinear_onnx^^Conv_982_1" [label="[64, 288, 1, 1]", style=dashed]; -"172 DequantizeLinear_onnx^^Conv_982_1" -> "173 /Mixed_5d/branch3x3dbl_1/conv/Conv" [label="[64, 288, 1, 1]", style=solid]; -"173 /Mixed_5d/branch3x3dbl_1/conv/Conv" -> "174 /Mixed_5d/branch3x3dbl_1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"174 /Mixed_5d/branch3x3dbl_1/Relu" -> "175 QuantizeLinear_/Mixed_5d/branch3x3dbl_1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=solid]; -"175 QuantizeLinear_/Mixed_5d/branch3x3dbl_1/Relu_output_0_1" -> "176 DequantizeLinear_/Mixed_5d/branch3x3dbl_1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=dashed]; -"176 DequantizeLinear_/Mixed_5d/branch3x3dbl_1/Relu_output_0_1" -> "179 /Mixed_5d/branch3x3dbl_2/conv/Conv" [label="[1, 64, 25, 25]", style=solid]; -"177 QuantizeLinear_onnx^^Conv_985_1" -> "178 DequantizeLinear_onnx^^Conv_985_1" [label="[96, 64, 3, 3]", style=dashed]; -"178 DequantizeLinear_onnx^^Conv_985_1" -> "179 /Mixed_5d/branch3x3dbl_2/conv/Conv" [label="[96, 64, 3, 3]", style=solid]; -"179 /Mixed_5d/branch3x3dbl_2/conv/Conv" -> "180 /Mixed_5d/branch3x3dbl_2/Relu" [label="[1, 96, 25, 25]", style=solid]; -"180 /Mixed_5d/branch3x3dbl_2/Relu" -> "181 QuantizeLinear_/Mixed_5d/branch3x3dbl_2/Relu_output_0_1" [label="[1, 96, 25, 25]", style=solid]; -"181 QuantizeLinear_/Mixed_5d/branch3x3dbl_2/Relu_output_0_1" -> "182 DequantizeLinear_/Mixed_5d/branch3x3dbl_2/Relu_output_0_1" [label="[1, 96, 25, 25]", style=dashed]; -"182 DequantizeLinear_/Mixed_5d/branch3x3dbl_2/Relu_output_0_1" -> "185 /Mixed_5d/branch3x3dbl_3/conv/Conv" [label="[1, 96, 25, 25]", style=solid]; -"183 QuantizeLinear_onnx^^Conv_988_1" -> "184 DequantizeLinear_onnx^^Conv_988_1" [label="[96, 96, 3, 3]", style=dashed]; -"184 DequantizeLinear_onnx^^Conv_988_1" -> "185 /Mixed_5d/branch3x3dbl_3/conv/Conv" [label="[96, 96, 3, 3]", style=solid]; -"185 /Mixed_5d/branch3x3dbl_3/conv/Conv" -> "186 /Mixed_5d/branch3x3dbl_3/Relu" [label="[1, 96, 25, 25]", style=solid]; -"186 /Mixed_5d/branch3x3dbl_3/Relu" -> "198 QuantizeLinear_/Mixed_5d/branch3x3dbl_3/Relu_output_0_1" [label="[1, 96, 25, 25]", style=solid]; -"187 /Mixed_5d/AveragePool" -> "188 QuantizeLinear_/Mixed_5d/AveragePool_output_0_1" [label="[1, 288, 25, 25]", style=solid]; -"188 QuantizeLinear_/Mixed_5d/AveragePool_output_0_1" -> "189 DequantizeLinear_/Mixed_5d/AveragePool_output_0_1" [label="[1, 288, 25, 25]", style=dashed]; -"189 DequantizeLinear_/Mixed_5d/AveragePool_output_0_1" -> "192 /Mixed_5d/branch_pool/conv/Conv" [label="[1, 288, 25, 25]", style=solid]; -"190 QuantizeLinear_onnx^^Conv_991_1" -> "191 DequantizeLinear_onnx^^Conv_991_1" [label="[64, 288, 1, 1]", style=dashed]; -"191 DequantizeLinear_onnx^^Conv_991_1" -> "192 /Mixed_5d/branch_pool/conv/Conv" [label="[64, 288, 1, 1]", style=solid]; -"192 /Mixed_5d/branch_pool/conv/Conv" -> "193 /Mixed_5d/branch_pool/Relu" [label="[1, 64, 25, 25]", style=solid]; -"193 /Mixed_5d/branch_pool/Relu" -> "200 QuantizeLinear_/Mixed_5d/branch_pool/Relu_output_0_1" [label="[1, 64, 25, 25]", style=solid]; -"194 QuantizeLinear_/Mixed_5d/branch1x1/Relu_output_0_1" -> "195 DequantizeLinear_/Mixed_5d/branch1x1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=dashed]; -"195 DequantizeLinear_/Mixed_5d/branch1x1/Relu_output_0_1" -> "202 /Mixed_5d/Concat" [label="[1, 64, 25, 25]", style=solid]; -"196 QuantizeLinear_/Mixed_5d/branch5x5_2/Relu_output_0_1" -> "197 DequantizeLinear_/Mixed_5d/branch5x5_2/Relu_output_0_1" [label="[1, 64, 25, 25]", style=dashed]; -"197 DequantizeLinear_/Mixed_5d/branch5x5_2/Relu_output_0_1" -> "202 /Mixed_5d/Concat" [label="[1, 64, 25, 25]", style=solid]; -"198 QuantizeLinear_/Mixed_5d/branch3x3dbl_3/Relu_output_0_1" -> "199 DequantizeLinear_/Mixed_5d/branch3x3dbl_3/Relu_output_0_1" [label="[1, 96, 25, 25]", style=dashed]; -"199 DequantizeLinear_/Mixed_5d/branch3x3dbl_3/Relu_output_0_1" -> "202 /Mixed_5d/Concat" [label="[1, 96, 25, 25]", style=solid]; -"200 QuantizeLinear_/Mixed_5d/branch_pool/Relu_output_0_1" -> "201 DequantizeLinear_/Mixed_5d/branch_pool/Relu_output_0_1" [label="[1, 64, 25, 25]", style=dashed]; -"201 DequantizeLinear_/Mixed_5d/branch_pool/Relu_output_0_1" -> "202 /Mixed_5d/Concat" [label="[1, 64, 25, 25]", style=solid]; -"202 /Mixed_5d/Concat" -> "205 /Mixed_6a/branch3x3/conv/Conv" [label="[1, 288, 25, 25]", style=solid]; -"202 /Mixed_5d/Concat" -> "209 /Mixed_6a/branch3x3dbl_1/conv/Conv" [label="[1, 288, 25, 25]", style=solid]; -"202 /Mixed_5d/Concat" -> "223 /Mixed_6a/MaxPool" [label="[1, 288, 25, 25]", style=solid]; -"203 QuantizeLinear_onnx^^Conv_994_1" -> "204 DequantizeLinear_onnx^^Conv_994_1" [label="[384, 288, 3, 3]", style=dashed]; -"204 DequantizeLinear_onnx^^Conv_994_1" -> "205 /Mixed_6a/branch3x3/conv/Conv" [label="[384, 288, 3, 3]", style=solid]; -"205 /Mixed_6a/branch3x3/conv/Conv" -> "206 /Mixed_6a/branch3x3/Relu" [label="[1, 384, 12, 12]", style=solid]; -"206 /Mixed_6a/branch3x3/Relu" -> "226 QuantizeLinear_/Mixed_6a/branch3x3/Relu_output_0_1" [label="[1, 384, 12, 12]", style=solid]; -"207 QuantizeLinear_onnx^^Conv_997_1" -> "208 DequantizeLinear_onnx^^Conv_997_1" [label="[64, 288, 1, 1]", style=dashed]; -"208 DequantizeLinear_onnx^^Conv_997_1" -> "209 /Mixed_6a/branch3x3dbl_1/conv/Conv" [label="[64, 288, 1, 1]", style=solid]; -"209 /Mixed_6a/branch3x3dbl_1/conv/Conv" -> "210 /Mixed_6a/branch3x3dbl_1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"210 /Mixed_6a/branch3x3dbl_1/Relu" -> "211 QuantizeLinear_/Mixed_6a/branch3x3dbl_1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=solid]; -"211 QuantizeLinear_/Mixed_6a/branch3x3dbl_1/Relu_output_0_1" -> "212 DequantizeLinear_/Mixed_6a/branch3x3dbl_1/Relu_output_0_1" [label="[1, 64, 25, 25]", style=dashed]; -"212 DequantizeLinear_/Mixed_6a/branch3x3dbl_1/Relu_output_0_1" -> "215 /Mixed_6a/branch3x3dbl_2/conv/Conv" [label="[1, 64, 25, 25]", style=solid]; -"213 QuantizeLinear_onnx^^Conv_1000_1" -> "214 DequantizeLinear_onnx^^Conv_1000_1" [label="[96, 64, 3, 3]", style=dashed]; -"214 DequantizeLinear_onnx^^Conv_1000_1" -> "215 /Mixed_6a/branch3x3dbl_2/conv/Conv" [label="[96, 64, 3, 3]", style=solid]; -"215 /Mixed_6a/branch3x3dbl_2/conv/Conv" -> "216 /Mixed_6a/branch3x3dbl_2/Relu" [label="[1, 96, 25, 25]", style=solid]; -"216 /Mixed_6a/branch3x3dbl_2/Relu" -> "217 QuantizeLinear_/Mixed_6a/branch3x3dbl_2/Relu_output_0_1" [label="[1, 96, 25, 25]", style=solid]; -"217 QuantizeLinear_/Mixed_6a/branch3x3dbl_2/Relu_output_0_1" -> "218 DequantizeLinear_/Mixed_6a/branch3x3dbl_2/Relu_output_0_1" [label="[1, 96, 25, 25]", style=dashed]; -"218 DequantizeLinear_/Mixed_6a/branch3x3dbl_2/Relu_output_0_1" -> "221 /Mixed_6a/branch3x3dbl_3/conv/Conv" [label="[1, 96, 25, 25]", style=solid]; -"219 QuantizeLinear_onnx^^Conv_1003_1" -> "220 DequantizeLinear_onnx^^Conv_1003_1" [label="[96, 96, 3, 3]", style=dashed]; -"220 DequantizeLinear_onnx^^Conv_1003_1" -> "221 /Mixed_6a/branch3x3dbl_3/conv/Conv" [label="[96, 96, 3, 3]", style=solid]; -"221 /Mixed_6a/branch3x3dbl_3/conv/Conv" -> "222 /Mixed_6a/branch3x3dbl_3/Relu" [label="[1, 96, 12, 12]", style=solid]; -"222 /Mixed_6a/branch3x3dbl_3/Relu" -> "224 QuantizeLinear_/Mixed_6a/branch3x3dbl_3/Relu_output_0_1" [label="[1, 96, 12, 12]", style=solid]; -"223 /Mixed_6a/MaxPool" -> "228 /Mixed_6a/Concat" [label="[1, 288, 12, 12]", style=solid]; -"224 QuantizeLinear_/Mixed_6a/branch3x3dbl_3/Relu_output_0_1" -> "225 DequantizeLinear_/Mixed_6a/branch3x3dbl_3/Relu_output_0_1" [label="[1, 96, 12, 12]", style=dashed]; -"225 DequantizeLinear_/Mixed_6a/branch3x3dbl_3/Relu_output_0_1" -> "228 /Mixed_6a/Concat" [label="[1, 96, 12, 12]", style=solid]; -"226 QuantizeLinear_/Mixed_6a/branch3x3/Relu_output_0_1" -> "227 DequantizeLinear_/Mixed_6a/branch3x3/Relu_output_0_1" [label="[1, 384, 12, 12]", style=dashed]; -"227 DequantizeLinear_/Mixed_6a/branch3x3/Relu_output_0_1" -> "228 /Mixed_6a/Concat" [label="[1, 384, 12, 12]", style=solid]; -"228 /Mixed_6a/Concat" -> "231 /Mixed_6b/branch1x1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"228 /Mixed_6a/Concat" -> "235 /Mixed_6b/branch7x7_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"228 /Mixed_6a/Concat" -> "251 /Mixed_6b/branch7x7dbl_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"228 /Mixed_6a/Concat" -> "277 /Mixed_6b/AveragePool" [label="[1, 768, 12, 12]", style=solid]; -"229 QuantizeLinear_onnx^^Conv_1006_1" -> "230 DequantizeLinear_onnx^^Conv_1006_1" [label="[192, 768, 1, 1]", style=dashed]; -"230 DequantizeLinear_onnx^^Conv_1006_1" -> "231 /Mixed_6b/branch1x1/conv/Conv" [label="[192, 768, 1, 1]", style=solid]; -"231 /Mixed_6b/branch1x1/conv/Conv" -> "232 /Mixed_6b/branch1x1/Relu" [label="[1, 192, 12, 12]", style=solid]; -"232 /Mixed_6b/branch1x1/Relu" -> "288 QuantizeLinear_/Mixed_6b/branch1x1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"233 QuantizeLinear_onnx^^Conv_1009_1" -> "234 DequantizeLinear_onnx^^Conv_1009_1" [label="[128, 768, 1, 1]", style=dashed]; -"234 DequantizeLinear_onnx^^Conv_1009_1" -> "235 /Mixed_6b/branch7x7_1/conv/Conv" [label="[128, 768, 1, 1]", style=solid]; -"235 /Mixed_6b/branch7x7_1/conv/Conv" -> "236 /Mixed_6b/branch7x7_1/Relu" [label="[1, 128, 12, 12]", style=solid]; -"236 /Mixed_6b/branch7x7_1/Relu" -> "237 QuantizeLinear_/Mixed_6b/branch7x7_1/Relu_output_0_1" [label="[1, 128, 12, 12]", style=solid]; -"237 QuantizeLinear_/Mixed_6b/branch7x7_1/Relu_output_0_1" -> "238 DequantizeLinear_/Mixed_6b/branch7x7_1/Relu_output_0_1" [label="[1, 128, 12, 12]", style=dashed]; -"238 DequantizeLinear_/Mixed_6b/branch7x7_1/Relu_output_0_1" -> "241 /Mixed_6b/branch7x7_2/conv/Conv" [label="[1, 128, 12, 12]", style=solid]; -"239 QuantizeLinear_onnx^^Conv_1012_1" -> "240 DequantizeLinear_onnx^^Conv_1012_1" [label="[128, 128, 1, 7]", style=dashed]; -"240 DequantizeLinear_onnx^^Conv_1012_1" -> "241 /Mixed_6b/branch7x7_2/conv/Conv" [label="[128, 128, 1, 7]", style=solid]; -"241 /Mixed_6b/branch7x7_2/conv/Conv" -> "242 /Mixed_6b/branch7x7_2/Relu" [label="[1, 128, 12, 12]", style=solid]; -"242 /Mixed_6b/branch7x7_2/Relu" -> "243 QuantizeLinear_/Mixed_6b/branch7x7_2/Relu_output_0_1" [label="[1, 128, 12, 12]", style=solid]; -"243 QuantizeLinear_/Mixed_6b/branch7x7_2/Relu_output_0_1" -> "244 DequantizeLinear_/Mixed_6b/branch7x7_2/Relu_output_0_1" [label="[1, 128, 12, 12]", style=dashed]; -"244 DequantizeLinear_/Mixed_6b/branch7x7_2/Relu_output_0_1" -> "247 /Mixed_6b/branch7x7_3/conv/Conv" [label="[1, 128, 12, 12]", style=solid]; -"245 QuantizeLinear_onnx^^Conv_1015_1" -> "246 DequantizeLinear_onnx^^Conv_1015_1" [label="[192, 128, 7, 1]", style=dashed]; -"246 DequantizeLinear_onnx^^Conv_1015_1" -> "247 /Mixed_6b/branch7x7_3/conv/Conv" [label="[192, 128, 7, 1]", style=solid]; -"247 /Mixed_6b/branch7x7_3/conv/Conv" -> "248 /Mixed_6b/branch7x7_3/Relu" [label="[1, 192, 12, 12]", style=solid]; -"248 /Mixed_6b/branch7x7_3/Relu" -> "284 QuantizeLinear_/Mixed_6b/branch7x7_3/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"249 QuantizeLinear_onnx^^Conv_1018_1" -> "250 DequantizeLinear_onnx^^Conv_1018_1" [label="[128, 768, 1, 1]", style=dashed]; -"250 DequantizeLinear_onnx^^Conv_1018_1" -> "251 /Mixed_6b/branch7x7dbl_1/conv/Conv" [label="[128, 768, 1, 1]", style=solid]; -"251 /Mixed_6b/branch7x7dbl_1/conv/Conv" -> "252 /Mixed_6b/branch7x7dbl_1/Relu" [label="[1, 128, 12, 12]", style=solid]; -"252 /Mixed_6b/branch7x7dbl_1/Relu" -> "253 QuantizeLinear_/Mixed_6b/branch7x7dbl_1/Relu_output_0_1" [label="[1, 128, 12, 12]", style=solid]; -"253 QuantizeLinear_/Mixed_6b/branch7x7dbl_1/Relu_output_0_1" -> "254 DequantizeLinear_/Mixed_6b/branch7x7dbl_1/Relu_output_0_1" [label="[1, 128, 12, 12]", style=dashed]; -"254 DequantizeLinear_/Mixed_6b/branch7x7dbl_1/Relu_output_0_1" -> "257 /Mixed_6b/branch7x7dbl_2/conv/Conv" [label="[1, 128, 12, 12]", style=solid]; -"255 QuantizeLinear_onnx^^Conv_1021_1" -> "256 DequantizeLinear_onnx^^Conv_1021_1" [label="[128, 128, 7, 1]", style=dashed]; -"256 DequantizeLinear_onnx^^Conv_1021_1" -> "257 /Mixed_6b/branch7x7dbl_2/conv/Conv" [label="[128, 128, 7, 1]", style=solid]; -"257 /Mixed_6b/branch7x7dbl_2/conv/Conv" -> "258 /Mixed_6b/branch7x7dbl_2/Relu" [label="[1, 128, 12, 12]", style=solid]; -"258 /Mixed_6b/branch7x7dbl_2/Relu" -> "259 QuantizeLinear_/Mixed_6b/branch7x7dbl_2/Relu_output_0_1" [label="[1, 128, 12, 12]", style=solid]; -"259 QuantizeLinear_/Mixed_6b/branch7x7dbl_2/Relu_output_0_1" -> "260 DequantizeLinear_/Mixed_6b/branch7x7dbl_2/Relu_output_0_1" [label="[1, 128, 12, 12]", style=dashed]; -"260 DequantizeLinear_/Mixed_6b/branch7x7dbl_2/Relu_output_0_1" -> "263 /Mixed_6b/branch7x7dbl_3/conv/Conv" [label="[1, 128, 12, 12]", style=solid]; -"261 QuantizeLinear_onnx^^Conv_1024_1" -> "262 DequantizeLinear_onnx^^Conv_1024_1" [label="[128, 128, 1, 7]", style=dashed]; -"262 DequantizeLinear_onnx^^Conv_1024_1" -> "263 /Mixed_6b/branch7x7dbl_3/conv/Conv" [label="[128, 128, 1, 7]", style=solid]; -"263 /Mixed_6b/branch7x7dbl_3/conv/Conv" -> "264 /Mixed_6b/branch7x7dbl_3/Relu" [label="[1, 128, 12, 12]", style=solid]; -"264 /Mixed_6b/branch7x7dbl_3/Relu" -> "265 QuantizeLinear_/Mixed_6b/branch7x7dbl_3/Relu_output_0_1" [label="[1, 128, 12, 12]", style=solid]; -"265 QuantizeLinear_/Mixed_6b/branch7x7dbl_3/Relu_output_0_1" -> "266 DequantizeLinear_/Mixed_6b/branch7x7dbl_3/Relu_output_0_1" [label="[1, 128, 12, 12]", style=dashed]; -"266 DequantizeLinear_/Mixed_6b/branch7x7dbl_3/Relu_output_0_1" -> "269 /Mixed_6b/branch7x7dbl_4/conv/Conv" [label="[1, 128, 12, 12]", style=solid]; -"267 QuantizeLinear_onnx^^Conv_1027_1" -> "268 DequantizeLinear_onnx^^Conv_1027_1" [label="[128, 128, 7, 1]", style=dashed]; -"268 DequantizeLinear_onnx^^Conv_1027_1" -> "269 /Mixed_6b/branch7x7dbl_4/conv/Conv" [label="[128, 128, 7, 1]", style=solid]; -"269 /Mixed_6b/branch7x7dbl_4/conv/Conv" -> "270 /Mixed_6b/branch7x7dbl_4/Relu" [label="[1, 128, 12, 12]", style=solid]; -"270 /Mixed_6b/branch7x7dbl_4/Relu" -> "271 QuantizeLinear_/Mixed_6b/branch7x7dbl_4/Relu_output_0_1" [label="[1, 128, 12, 12]", style=solid]; -"271 QuantizeLinear_/Mixed_6b/branch7x7dbl_4/Relu_output_0_1" -> "272 DequantizeLinear_/Mixed_6b/branch7x7dbl_4/Relu_output_0_1" [label="[1, 128, 12, 12]", style=dashed]; -"272 DequantizeLinear_/Mixed_6b/branch7x7dbl_4/Relu_output_0_1" -> "275 /Mixed_6b/branch7x7dbl_5/conv/Conv" [label="[1, 128, 12, 12]", style=solid]; -"273 QuantizeLinear_onnx^^Conv_1030_1" -> "274 DequantizeLinear_onnx^^Conv_1030_1" [label="[192, 128, 1, 7]", style=dashed]; -"274 DequantizeLinear_onnx^^Conv_1030_1" -> "275 /Mixed_6b/branch7x7dbl_5/conv/Conv" [label="[192, 128, 1, 7]", style=solid]; -"275 /Mixed_6b/branch7x7dbl_5/conv/Conv" -> "276 /Mixed_6b/branch7x7dbl_5/Relu" [label="[1, 192, 12, 12]", style=solid]; -"276 /Mixed_6b/branch7x7dbl_5/Relu" -> "286 QuantizeLinear_/Mixed_6b/branch7x7dbl_5/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"277 /Mixed_6b/AveragePool" -> "278 QuantizeLinear_/Mixed_6b/AveragePool_output_0_1" [label="[1, 768, 12, 12]", style=solid]; -"278 QuantizeLinear_/Mixed_6b/AveragePool_output_0_1" -> "279 DequantizeLinear_/Mixed_6b/AveragePool_output_0_1" [label="[1, 768, 12, 12]", style=dashed]; -"279 DequantizeLinear_/Mixed_6b/AveragePool_output_0_1" -> "282 /Mixed_6b/branch_pool/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"280 QuantizeLinear_onnx^^Conv_1033_1" -> "281 DequantizeLinear_onnx^^Conv_1033_1" [label="[192, 768, 1, 1]", style=dashed]; -"281 DequantizeLinear_onnx^^Conv_1033_1" -> "282 /Mixed_6b/branch_pool/conv/Conv" [label="[192, 768, 1, 1]", style=solid]; -"282 /Mixed_6b/branch_pool/conv/Conv" -> "283 /Mixed_6b/branch_pool/Relu" [label="[1, 192, 12, 12]", style=solid]; -"283 /Mixed_6b/branch_pool/Relu" -> "290 QuantizeLinear_/Mixed_6b/branch_pool/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"284 QuantizeLinear_/Mixed_6b/branch7x7_3/Relu_output_0_1" -> "285 DequantizeLinear_/Mixed_6b/branch7x7_3/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"285 DequantizeLinear_/Mixed_6b/branch7x7_3/Relu_output_0_1" -> "292 /Mixed_6b/Concat" [label="[1, 192, 12, 12]", style=solid]; -"286 QuantizeLinear_/Mixed_6b/branch7x7dbl_5/Relu_output_0_1" -> "287 DequantizeLinear_/Mixed_6b/branch7x7dbl_5/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"287 DequantizeLinear_/Mixed_6b/branch7x7dbl_5/Relu_output_0_1" -> "292 /Mixed_6b/Concat" [label="[1, 192, 12, 12]", style=solid]; -"288 QuantizeLinear_/Mixed_6b/branch1x1/Relu_output_0_1" -> "289 DequantizeLinear_/Mixed_6b/branch1x1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"289 DequantizeLinear_/Mixed_6b/branch1x1/Relu_output_0_1" -> "292 /Mixed_6b/Concat" [label="[1, 192, 12, 12]", style=solid]; -"290 QuantizeLinear_/Mixed_6b/branch_pool/Relu_output_0_1" -> "291 DequantizeLinear_/Mixed_6b/branch_pool/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"291 DequantizeLinear_/Mixed_6b/branch_pool/Relu_output_0_1" -> "292 /Mixed_6b/Concat" [label="[1, 192, 12, 12]", style=solid]; -"292 /Mixed_6b/Concat" -> "295 /Mixed_6c/branch1x1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"292 /Mixed_6b/Concat" -> "299 /Mixed_6c/branch7x7_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"292 /Mixed_6b/Concat" -> "315 /Mixed_6c/branch7x7dbl_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"292 /Mixed_6b/Concat" -> "341 /Mixed_6c/AveragePool" [label="[1, 768, 12, 12]", style=solid]; -"293 QuantizeLinear_onnx^^Conv_1036_1" -> "294 DequantizeLinear_onnx^^Conv_1036_1" [label="[192, 768, 1, 1]", style=dashed]; -"294 DequantizeLinear_onnx^^Conv_1036_1" -> "295 /Mixed_6c/branch1x1/conv/Conv" [label="[192, 768, 1, 1]", style=solid]; -"295 /Mixed_6c/branch1x1/conv/Conv" -> "296 /Mixed_6c/branch1x1/Relu" [label="[1, 192, 12, 12]", style=solid]; -"296 /Mixed_6c/branch1x1/Relu" -> "348 QuantizeLinear_/Mixed_6c/branch1x1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"297 QuantizeLinear_onnx^^Conv_1039_1" -> "298 DequantizeLinear_onnx^^Conv_1039_1" [label="[160, 768, 1, 1]", style=dashed]; -"298 DequantizeLinear_onnx^^Conv_1039_1" -> "299 /Mixed_6c/branch7x7_1/conv/Conv" [label="[160, 768, 1, 1]", style=solid]; -"299 /Mixed_6c/branch7x7_1/conv/Conv" -> "300 /Mixed_6c/branch7x7_1/Relu" [label="[1, 160, 12, 12]", style=solid]; -"300 /Mixed_6c/branch7x7_1/Relu" -> "301 QuantizeLinear_/Mixed_6c/branch7x7_1/Relu_output_0_1" [label="[1, 160, 12, 12]", style=solid]; -"301 QuantizeLinear_/Mixed_6c/branch7x7_1/Relu_output_0_1" -> "302 DequantizeLinear_/Mixed_6c/branch7x7_1/Relu_output_0_1" [label="[1, 160, 12, 12]", style=dashed]; -"302 DequantizeLinear_/Mixed_6c/branch7x7_1/Relu_output_0_1" -> "305 /Mixed_6c/branch7x7_2/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"303 QuantizeLinear_onnx^^Conv_1042_1" -> "304 DequantizeLinear_onnx^^Conv_1042_1" [label="[160, 160, 1, 7]", style=dashed]; -"304 DequantizeLinear_onnx^^Conv_1042_1" -> "305 /Mixed_6c/branch7x7_2/conv/Conv" [label="[160, 160, 1, 7]", style=solid]; -"305 /Mixed_6c/branch7x7_2/conv/Conv" -> "306 /Mixed_6c/branch7x7_2/Relu" [label="[1, 160, 12, 12]", style=solid]; -"306 /Mixed_6c/branch7x7_2/Relu" -> "307 QuantizeLinear_/Mixed_6c/branch7x7_2/Relu_output_0_1" [label="[1, 160, 12, 12]", style=solid]; -"307 QuantizeLinear_/Mixed_6c/branch7x7_2/Relu_output_0_1" -> "308 DequantizeLinear_/Mixed_6c/branch7x7_2/Relu_output_0_1" [label="[1, 160, 12, 12]", style=dashed]; -"308 DequantizeLinear_/Mixed_6c/branch7x7_2/Relu_output_0_1" -> "311 /Mixed_6c/branch7x7_3/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"309 QuantizeLinear_onnx^^Conv_1045_1" -> "310 DequantizeLinear_onnx^^Conv_1045_1" [label="[192, 160, 7, 1]", style=dashed]; -"310 DequantizeLinear_onnx^^Conv_1045_1" -> "311 /Mixed_6c/branch7x7_3/conv/Conv" [label="[192, 160, 7, 1]", style=solid]; -"311 /Mixed_6c/branch7x7_3/conv/Conv" -> "312 /Mixed_6c/branch7x7_3/Relu" [label="[1, 192, 12, 12]", style=solid]; -"312 /Mixed_6c/branch7x7_3/Relu" -> "350 QuantizeLinear_/Mixed_6c/branch7x7_3/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"313 QuantizeLinear_onnx^^Conv_1048_1" -> "314 DequantizeLinear_onnx^^Conv_1048_1" [label="[160, 768, 1, 1]", style=dashed]; -"314 DequantizeLinear_onnx^^Conv_1048_1" -> "315 /Mixed_6c/branch7x7dbl_1/conv/Conv" [label="[160, 768, 1, 1]", style=solid]; -"315 /Mixed_6c/branch7x7dbl_1/conv/Conv" -> "316 /Mixed_6c/branch7x7dbl_1/Relu" [label="[1, 160, 12, 12]", style=solid]; -"316 /Mixed_6c/branch7x7dbl_1/Relu" -> "317 QuantizeLinear_/Mixed_6c/branch7x7dbl_1/Relu_output_0_1" [label="[1, 160, 12, 12]", style=solid]; -"317 QuantizeLinear_/Mixed_6c/branch7x7dbl_1/Relu_output_0_1" -> "318 DequantizeLinear_/Mixed_6c/branch7x7dbl_1/Relu_output_0_1" [label="[1, 160, 12, 12]", style=dashed]; -"318 DequantizeLinear_/Mixed_6c/branch7x7dbl_1/Relu_output_0_1" -> "321 /Mixed_6c/branch7x7dbl_2/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"319 QuantizeLinear_onnx^^Conv_1051_1" -> "320 DequantizeLinear_onnx^^Conv_1051_1" [label="[160, 160, 7, 1]", style=dashed]; -"320 DequantizeLinear_onnx^^Conv_1051_1" -> "321 /Mixed_6c/branch7x7dbl_2/conv/Conv" [label="[160, 160, 7, 1]", style=solid]; -"321 /Mixed_6c/branch7x7dbl_2/conv/Conv" -> "322 /Mixed_6c/branch7x7dbl_2/Relu" [label="[1, 160, 12, 12]", style=solid]; -"322 /Mixed_6c/branch7x7dbl_2/Relu" -> "323 QuantizeLinear_/Mixed_6c/branch7x7dbl_2/Relu_output_0_1" [label="[1, 160, 12, 12]", style=solid]; -"323 QuantizeLinear_/Mixed_6c/branch7x7dbl_2/Relu_output_0_1" -> "324 DequantizeLinear_/Mixed_6c/branch7x7dbl_2/Relu_output_0_1" [label="[1, 160, 12, 12]", style=dashed]; -"324 DequantizeLinear_/Mixed_6c/branch7x7dbl_2/Relu_output_0_1" -> "327 /Mixed_6c/branch7x7dbl_3/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"325 QuantizeLinear_onnx^^Conv_1054_1" -> "326 DequantizeLinear_onnx^^Conv_1054_1" [label="[160, 160, 1, 7]", style=dashed]; -"326 DequantizeLinear_onnx^^Conv_1054_1" -> "327 /Mixed_6c/branch7x7dbl_3/conv/Conv" [label="[160, 160, 1, 7]", style=solid]; -"327 /Mixed_6c/branch7x7dbl_3/conv/Conv" -> "328 /Mixed_6c/branch7x7dbl_3/Relu" [label="[1, 160, 12, 12]", style=solid]; -"328 /Mixed_6c/branch7x7dbl_3/Relu" -> "329 QuantizeLinear_/Mixed_6c/branch7x7dbl_3/Relu_output_0_1" [label="[1, 160, 12, 12]", style=solid]; -"329 QuantizeLinear_/Mixed_6c/branch7x7dbl_3/Relu_output_0_1" -> "330 DequantizeLinear_/Mixed_6c/branch7x7dbl_3/Relu_output_0_1" [label="[1, 160, 12, 12]", style=dashed]; -"330 DequantizeLinear_/Mixed_6c/branch7x7dbl_3/Relu_output_0_1" -> "333 /Mixed_6c/branch7x7dbl_4/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"331 QuantizeLinear_onnx^^Conv_1057_1" -> "332 DequantizeLinear_onnx^^Conv_1057_1" [label="[160, 160, 7, 1]", style=dashed]; -"332 DequantizeLinear_onnx^^Conv_1057_1" -> "333 /Mixed_6c/branch7x7dbl_4/conv/Conv" [label="[160, 160, 7, 1]", style=solid]; -"333 /Mixed_6c/branch7x7dbl_4/conv/Conv" -> "334 /Mixed_6c/branch7x7dbl_4/Relu" [label="[1, 160, 12, 12]", style=solid]; -"334 /Mixed_6c/branch7x7dbl_4/Relu" -> "335 QuantizeLinear_/Mixed_6c/branch7x7dbl_4/Relu_output_0_1" [label="[1, 160, 12, 12]", style=solid]; -"335 QuantizeLinear_/Mixed_6c/branch7x7dbl_4/Relu_output_0_1" -> "336 DequantizeLinear_/Mixed_6c/branch7x7dbl_4/Relu_output_0_1" [label="[1, 160, 12, 12]", style=dashed]; -"336 DequantizeLinear_/Mixed_6c/branch7x7dbl_4/Relu_output_0_1" -> "339 /Mixed_6c/branch7x7dbl_5/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"337 QuantizeLinear_onnx^^Conv_1060_1" -> "338 DequantizeLinear_onnx^^Conv_1060_1" [label="[192, 160, 1, 7]", style=dashed]; -"338 DequantizeLinear_onnx^^Conv_1060_1" -> "339 /Mixed_6c/branch7x7dbl_5/conv/Conv" [label="[192, 160, 1, 7]", style=solid]; -"339 /Mixed_6c/branch7x7dbl_5/conv/Conv" -> "340 /Mixed_6c/branch7x7dbl_5/Relu" [label="[1, 192, 12, 12]", style=solid]; -"340 /Mixed_6c/branch7x7dbl_5/Relu" -> "352 QuantizeLinear_/Mixed_6c/branch7x7dbl_5/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"341 /Mixed_6c/AveragePool" -> "342 QuantizeLinear_/Mixed_6c/AveragePool_output_0_1" [label="[1, 768, 12, 12]", style=solid]; -"342 QuantizeLinear_/Mixed_6c/AveragePool_output_0_1" -> "343 DequantizeLinear_/Mixed_6c/AveragePool_output_0_1" [label="[1, 768, 12, 12]", style=dashed]; -"343 DequantizeLinear_/Mixed_6c/AveragePool_output_0_1" -> "346 /Mixed_6c/branch_pool/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"344 QuantizeLinear_onnx^^Conv_1063_1" -> "345 DequantizeLinear_onnx^^Conv_1063_1" [label="[192, 768, 1, 1]", style=dashed]; -"345 DequantizeLinear_onnx^^Conv_1063_1" -> "346 /Mixed_6c/branch_pool/conv/Conv" [label="[192, 768, 1, 1]", style=solid]; -"346 /Mixed_6c/branch_pool/conv/Conv" -> "347 /Mixed_6c/branch_pool/Relu" [label="[1, 192, 12, 12]", style=solid]; -"347 /Mixed_6c/branch_pool/Relu" -> "354 QuantizeLinear_/Mixed_6c/branch_pool/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"348 QuantizeLinear_/Mixed_6c/branch1x1/Relu_output_0_1" -> "349 DequantizeLinear_/Mixed_6c/branch1x1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"349 DequantizeLinear_/Mixed_6c/branch1x1/Relu_output_0_1" -> "356 /Mixed_6c/Concat" [label="[1, 192, 12, 12]", style=solid]; -"350 QuantizeLinear_/Mixed_6c/branch7x7_3/Relu_output_0_1" -> "351 DequantizeLinear_/Mixed_6c/branch7x7_3/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"351 DequantizeLinear_/Mixed_6c/branch7x7_3/Relu_output_0_1" -> "356 /Mixed_6c/Concat" [label="[1, 192, 12, 12]", style=solid]; -"352 QuantizeLinear_/Mixed_6c/branch7x7dbl_5/Relu_output_0_1" -> "353 DequantizeLinear_/Mixed_6c/branch7x7dbl_5/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"353 DequantizeLinear_/Mixed_6c/branch7x7dbl_5/Relu_output_0_1" -> "356 /Mixed_6c/Concat" [label="[1, 192, 12, 12]", style=solid]; -"354 QuantizeLinear_/Mixed_6c/branch_pool/Relu_output_0_1" -> "355 DequantizeLinear_/Mixed_6c/branch_pool/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"355 DequantizeLinear_/Mixed_6c/branch_pool/Relu_output_0_1" -> "356 /Mixed_6c/Concat" [label="[1, 192, 12, 12]", style=solid]; -"356 /Mixed_6c/Concat" -> "359 /Mixed_6d/branch1x1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"356 /Mixed_6c/Concat" -> "363 /Mixed_6d/branch7x7_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"356 /Mixed_6c/Concat" -> "379 /Mixed_6d/branch7x7dbl_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"356 /Mixed_6c/Concat" -> "405 /Mixed_6d/AveragePool" [label="[1, 768, 12, 12]", style=solid]; -"357 QuantizeLinear_onnx^^Conv_1066_1" -> "358 DequantizeLinear_onnx^^Conv_1066_1" [label="[192, 768, 1, 1]", style=dashed]; -"358 DequantizeLinear_onnx^^Conv_1066_1" -> "359 /Mixed_6d/branch1x1/conv/Conv" [label="[192, 768, 1, 1]", style=solid]; -"359 /Mixed_6d/branch1x1/conv/Conv" -> "360 /Mixed_6d/branch1x1/Relu" [label="[1, 192, 12, 12]", style=solid]; -"360 /Mixed_6d/branch1x1/Relu" -> "416 QuantizeLinear_/Mixed_6d/branch1x1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"361 QuantizeLinear_onnx^^Conv_1069_1" -> "362 DequantizeLinear_onnx^^Conv_1069_1" [label="[160, 768, 1, 1]", style=dashed]; -"362 DequantizeLinear_onnx^^Conv_1069_1" -> "363 /Mixed_6d/branch7x7_1/conv/Conv" [label="[160, 768, 1, 1]", style=solid]; -"363 /Mixed_6d/branch7x7_1/conv/Conv" -> "364 /Mixed_6d/branch7x7_1/Relu" [label="[1, 160, 12, 12]", style=solid]; -"364 /Mixed_6d/branch7x7_1/Relu" -> "365 QuantizeLinear_/Mixed_6d/branch7x7_1/Relu_output_0_1" [label="[1, 160, 12, 12]", style=solid]; -"365 QuantizeLinear_/Mixed_6d/branch7x7_1/Relu_output_0_1" -> "366 DequantizeLinear_/Mixed_6d/branch7x7_1/Relu_output_0_1" [label="[1, 160, 12, 12]", style=dashed]; -"366 DequantizeLinear_/Mixed_6d/branch7x7_1/Relu_output_0_1" -> "369 /Mixed_6d/branch7x7_2/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"367 QuantizeLinear_onnx^^Conv_1072_1" -> "368 DequantizeLinear_onnx^^Conv_1072_1" [label="[160, 160, 1, 7]", style=dashed]; -"368 DequantizeLinear_onnx^^Conv_1072_1" -> "369 /Mixed_6d/branch7x7_2/conv/Conv" [label="[160, 160, 1, 7]", style=solid]; -"369 /Mixed_6d/branch7x7_2/conv/Conv" -> "370 /Mixed_6d/branch7x7_2/Relu" [label="[1, 160, 12, 12]", style=solid]; -"370 /Mixed_6d/branch7x7_2/Relu" -> "371 QuantizeLinear_/Mixed_6d/branch7x7_2/Relu_output_0_1" [label="[1, 160, 12, 12]", style=solid]; -"371 QuantizeLinear_/Mixed_6d/branch7x7_2/Relu_output_0_1" -> "372 DequantizeLinear_/Mixed_6d/branch7x7_2/Relu_output_0_1" [label="[1, 160, 12, 12]", style=dashed]; -"372 DequantizeLinear_/Mixed_6d/branch7x7_2/Relu_output_0_1" -> "375 /Mixed_6d/branch7x7_3/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"373 QuantizeLinear_onnx^^Conv_1075_1" -> "374 DequantizeLinear_onnx^^Conv_1075_1" [label="[192, 160, 7, 1]", style=dashed]; -"374 DequantizeLinear_onnx^^Conv_1075_1" -> "375 /Mixed_6d/branch7x7_3/conv/Conv" [label="[192, 160, 7, 1]", style=solid]; -"375 /Mixed_6d/branch7x7_3/conv/Conv" -> "376 /Mixed_6d/branch7x7_3/Relu" [label="[1, 192, 12, 12]", style=solid]; -"376 /Mixed_6d/branch7x7_3/Relu" -> "418 QuantizeLinear_/Mixed_6d/branch7x7_3/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"377 QuantizeLinear_onnx^^Conv_1078_1" -> "378 DequantizeLinear_onnx^^Conv_1078_1" [label="[160, 768, 1, 1]", style=dashed]; -"378 DequantizeLinear_onnx^^Conv_1078_1" -> "379 /Mixed_6d/branch7x7dbl_1/conv/Conv" [label="[160, 768, 1, 1]", style=solid]; -"379 /Mixed_6d/branch7x7dbl_1/conv/Conv" -> "380 /Mixed_6d/branch7x7dbl_1/Relu" [label="[1, 160, 12, 12]", style=solid]; -"380 /Mixed_6d/branch7x7dbl_1/Relu" -> "381 QuantizeLinear_/Mixed_6d/branch7x7dbl_1/Relu_output_0_1" [label="[1, 160, 12, 12]", style=solid]; -"381 QuantizeLinear_/Mixed_6d/branch7x7dbl_1/Relu_output_0_1" -> "382 DequantizeLinear_/Mixed_6d/branch7x7dbl_1/Relu_output_0_1" [label="[1, 160, 12, 12]", style=dashed]; -"382 DequantizeLinear_/Mixed_6d/branch7x7dbl_1/Relu_output_0_1" -> "385 /Mixed_6d/branch7x7dbl_2/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"383 QuantizeLinear_onnx^^Conv_1081_1" -> "384 DequantizeLinear_onnx^^Conv_1081_1" [label="[160, 160, 7, 1]", style=dashed]; -"384 DequantizeLinear_onnx^^Conv_1081_1" -> "385 /Mixed_6d/branch7x7dbl_2/conv/Conv" [label="[160, 160, 7, 1]", style=solid]; -"385 /Mixed_6d/branch7x7dbl_2/conv/Conv" -> "386 /Mixed_6d/branch7x7dbl_2/Relu" [label="[1, 160, 12, 12]", style=solid]; -"386 /Mixed_6d/branch7x7dbl_2/Relu" -> "387 QuantizeLinear_/Mixed_6d/branch7x7dbl_2/Relu_output_0_1" [label="[1, 160, 12, 12]", style=solid]; -"387 QuantizeLinear_/Mixed_6d/branch7x7dbl_2/Relu_output_0_1" -> "388 DequantizeLinear_/Mixed_6d/branch7x7dbl_2/Relu_output_0_1" [label="[1, 160, 12, 12]", style=dashed]; -"388 DequantizeLinear_/Mixed_6d/branch7x7dbl_2/Relu_output_0_1" -> "391 /Mixed_6d/branch7x7dbl_3/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"389 QuantizeLinear_onnx^^Conv_1084_1" -> "390 DequantizeLinear_onnx^^Conv_1084_1" [label="[160, 160, 1, 7]", style=dashed]; -"390 DequantizeLinear_onnx^^Conv_1084_1" -> "391 /Mixed_6d/branch7x7dbl_3/conv/Conv" [label="[160, 160, 1, 7]", style=solid]; -"391 /Mixed_6d/branch7x7dbl_3/conv/Conv" -> "392 /Mixed_6d/branch7x7dbl_3/Relu" [label="[1, 160, 12, 12]", style=solid]; -"392 /Mixed_6d/branch7x7dbl_3/Relu" -> "393 QuantizeLinear_/Mixed_6d/branch7x7dbl_3/Relu_output_0_1" [label="[1, 160, 12, 12]", style=solid]; -"393 QuantizeLinear_/Mixed_6d/branch7x7dbl_3/Relu_output_0_1" -> "394 DequantizeLinear_/Mixed_6d/branch7x7dbl_3/Relu_output_0_1" [label="[1, 160, 12, 12]", style=dashed]; -"394 DequantizeLinear_/Mixed_6d/branch7x7dbl_3/Relu_output_0_1" -> "397 /Mixed_6d/branch7x7dbl_4/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"395 QuantizeLinear_onnx^^Conv_1087_1" -> "396 DequantizeLinear_onnx^^Conv_1087_1" [label="[160, 160, 7, 1]", style=dashed]; -"396 DequantizeLinear_onnx^^Conv_1087_1" -> "397 /Mixed_6d/branch7x7dbl_4/conv/Conv" [label="[160, 160, 7, 1]", style=solid]; -"397 /Mixed_6d/branch7x7dbl_4/conv/Conv" -> "398 /Mixed_6d/branch7x7dbl_4/Relu" [label="[1, 160, 12, 12]", style=solid]; -"398 /Mixed_6d/branch7x7dbl_4/Relu" -> "399 QuantizeLinear_/Mixed_6d/branch7x7dbl_4/Relu_output_0_1" [label="[1, 160, 12, 12]", style=solid]; -"399 QuantizeLinear_/Mixed_6d/branch7x7dbl_4/Relu_output_0_1" -> "400 DequantizeLinear_/Mixed_6d/branch7x7dbl_4/Relu_output_0_1" [label="[1, 160, 12, 12]", style=dashed]; -"400 DequantizeLinear_/Mixed_6d/branch7x7dbl_4/Relu_output_0_1" -> "403 /Mixed_6d/branch7x7dbl_5/conv/Conv" [label="[1, 160, 12, 12]", style=solid]; -"401 QuantizeLinear_onnx^^Conv_1090_1" -> "402 DequantizeLinear_onnx^^Conv_1090_1" [label="[192, 160, 1, 7]", style=dashed]; -"402 DequantizeLinear_onnx^^Conv_1090_1" -> "403 /Mixed_6d/branch7x7dbl_5/conv/Conv" [label="[192, 160, 1, 7]", style=solid]; -"403 /Mixed_6d/branch7x7dbl_5/conv/Conv" -> "404 /Mixed_6d/branch7x7dbl_5/Relu" [label="[1, 192, 12, 12]", style=solid]; -"404 /Mixed_6d/branch7x7dbl_5/Relu" -> "412 QuantizeLinear_/Mixed_6d/branch7x7dbl_5/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"405 /Mixed_6d/AveragePool" -> "406 QuantizeLinear_/Mixed_6d/AveragePool_output_0_1" [label="[1, 768, 12, 12]", style=solid]; -"406 QuantizeLinear_/Mixed_6d/AveragePool_output_0_1" -> "407 DequantizeLinear_/Mixed_6d/AveragePool_output_0_1" [label="[1, 768, 12, 12]", style=dashed]; -"407 DequantizeLinear_/Mixed_6d/AveragePool_output_0_1" -> "410 /Mixed_6d/branch_pool/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"408 QuantizeLinear_onnx^^Conv_1093_1" -> "409 DequantizeLinear_onnx^^Conv_1093_1" [label="[192, 768, 1, 1]", style=dashed]; -"409 DequantizeLinear_onnx^^Conv_1093_1" -> "410 /Mixed_6d/branch_pool/conv/Conv" [label="[192, 768, 1, 1]", style=solid]; -"410 /Mixed_6d/branch_pool/conv/Conv" -> "411 /Mixed_6d/branch_pool/Relu" [label="[1, 192, 12, 12]", style=solid]; -"411 /Mixed_6d/branch_pool/Relu" -> "414 QuantizeLinear_/Mixed_6d/branch_pool/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"412 QuantizeLinear_/Mixed_6d/branch7x7dbl_5/Relu_output_0_1" -> "413 DequantizeLinear_/Mixed_6d/branch7x7dbl_5/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"413 DequantizeLinear_/Mixed_6d/branch7x7dbl_5/Relu_output_0_1" -> "420 /Mixed_6d/Concat" [label="[1, 192, 12, 12]", style=solid]; -"414 QuantizeLinear_/Mixed_6d/branch_pool/Relu_output_0_1" -> "415 DequantizeLinear_/Mixed_6d/branch_pool/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"415 DequantizeLinear_/Mixed_6d/branch_pool/Relu_output_0_1" -> "420 /Mixed_6d/Concat" [label="[1, 192, 12, 12]", style=solid]; -"416 QuantizeLinear_/Mixed_6d/branch1x1/Relu_output_0_1" -> "417 DequantizeLinear_/Mixed_6d/branch1x1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"417 DequantizeLinear_/Mixed_6d/branch1x1/Relu_output_0_1" -> "420 /Mixed_6d/Concat" [label="[1, 192, 12, 12]", style=solid]; -"418 QuantizeLinear_/Mixed_6d/branch7x7_3/Relu_output_0_1" -> "419 DequantizeLinear_/Mixed_6d/branch7x7_3/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"419 DequantizeLinear_/Mixed_6d/branch7x7_3/Relu_output_0_1" -> "420 /Mixed_6d/Concat" [label="[1, 192, 12, 12]", style=solid]; -"420 /Mixed_6d/Concat" -> "423 /Mixed_6e/branch1x1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"420 /Mixed_6d/Concat" -> "427 /Mixed_6e/branch7x7_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"420 /Mixed_6d/Concat" -> "443 /Mixed_6e/branch7x7dbl_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"420 /Mixed_6d/Concat" -> "469 /Mixed_6e/AveragePool" [label="[1, 768, 12, 12]", style=solid]; -"421 QuantizeLinear_onnx^^Conv_1096_1" -> "422 DequantizeLinear_onnx^^Conv_1096_1" [label="[192, 768, 1, 1]", style=dashed]; -"422 DequantizeLinear_onnx^^Conv_1096_1" -> "423 /Mixed_6e/branch1x1/conv/Conv" [label="[192, 768, 1, 1]", style=solid]; -"423 /Mixed_6e/branch1x1/conv/Conv" -> "424 /Mixed_6e/branch1x1/Relu" [label="[1, 192, 12, 12]", style=solid]; -"424 /Mixed_6e/branch1x1/Relu" -> "480 QuantizeLinear_/Mixed_6e/branch1x1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"425 QuantizeLinear_onnx^^Conv_1099_1" -> "426 DequantizeLinear_onnx^^Conv_1099_1" [label="[192, 768, 1, 1]", style=dashed]; -"426 DequantizeLinear_onnx^^Conv_1099_1" -> "427 /Mixed_6e/branch7x7_1/conv/Conv" [label="[192, 768, 1, 1]", style=solid]; -"427 /Mixed_6e/branch7x7_1/conv/Conv" -> "428 /Mixed_6e/branch7x7_1/Relu" [label="[1, 192, 12, 12]", style=solid]; -"428 /Mixed_6e/branch7x7_1/Relu" -> "429 QuantizeLinear_/Mixed_6e/branch7x7_1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"429 QuantizeLinear_/Mixed_6e/branch7x7_1/Relu_output_0_1" -> "430 DequantizeLinear_/Mixed_6e/branch7x7_1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"430 DequantizeLinear_/Mixed_6e/branch7x7_1/Relu_output_0_1" -> "433 /Mixed_6e/branch7x7_2/conv/Conv" [label="[1, 192, 12, 12]", style=solid]; -"431 QuantizeLinear_onnx^^Conv_1102_1" -> "432 DequantizeLinear_onnx^^Conv_1102_1" [label="[192, 192, 1, 7]", style=dashed]; -"432 DequantizeLinear_onnx^^Conv_1102_1" -> "433 /Mixed_6e/branch7x7_2/conv/Conv" [label="[192, 192, 1, 7]", style=solid]; -"433 /Mixed_6e/branch7x7_2/conv/Conv" -> "434 /Mixed_6e/branch7x7_2/Relu" [label="[1, 192, 12, 12]", style=solid]; -"434 /Mixed_6e/branch7x7_2/Relu" -> "435 QuantizeLinear_/Mixed_6e/branch7x7_2/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"435 QuantizeLinear_/Mixed_6e/branch7x7_2/Relu_output_0_1" -> "436 DequantizeLinear_/Mixed_6e/branch7x7_2/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"436 DequantizeLinear_/Mixed_6e/branch7x7_2/Relu_output_0_1" -> "439 /Mixed_6e/branch7x7_3/conv/Conv" [label="[1, 192, 12, 12]", style=solid]; -"437 QuantizeLinear_onnx^^Conv_1105_1" -> "438 DequantizeLinear_onnx^^Conv_1105_1" [label="[192, 192, 7, 1]", style=dashed]; -"438 DequantizeLinear_onnx^^Conv_1105_1" -> "439 /Mixed_6e/branch7x7_3/conv/Conv" [label="[192, 192, 7, 1]", style=solid]; -"439 /Mixed_6e/branch7x7_3/conv/Conv" -> "440 /Mixed_6e/branch7x7_3/Relu" [label="[1, 192, 12, 12]", style=solid]; -"440 /Mixed_6e/branch7x7_3/Relu" -> "482 QuantizeLinear_/Mixed_6e/branch7x7_3/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"441 QuantizeLinear_onnx^^Conv_1108_1" -> "442 DequantizeLinear_onnx^^Conv_1108_1" [label="[192, 768, 1, 1]", style=dashed]; -"442 DequantizeLinear_onnx^^Conv_1108_1" -> "443 /Mixed_6e/branch7x7dbl_1/conv/Conv" [label="[192, 768, 1, 1]", style=solid]; -"443 /Mixed_6e/branch7x7dbl_1/conv/Conv" -> "444 /Mixed_6e/branch7x7dbl_1/Relu" [label="[1, 192, 12, 12]", style=solid]; -"444 /Mixed_6e/branch7x7dbl_1/Relu" -> "445 QuantizeLinear_/Mixed_6e/branch7x7dbl_1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"445 QuantizeLinear_/Mixed_6e/branch7x7dbl_1/Relu_output_0_1" -> "446 DequantizeLinear_/Mixed_6e/branch7x7dbl_1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"446 DequantizeLinear_/Mixed_6e/branch7x7dbl_1/Relu_output_0_1" -> "449 /Mixed_6e/branch7x7dbl_2/conv/Conv" [label="[1, 192, 12, 12]", style=solid]; -"447 QuantizeLinear_onnx^^Conv_1111_1" -> "448 DequantizeLinear_onnx^^Conv_1111_1" [label="[192, 192, 7, 1]", style=dashed]; -"448 DequantizeLinear_onnx^^Conv_1111_1" -> "449 /Mixed_6e/branch7x7dbl_2/conv/Conv" [label="[192, 192, 7, 1]", style=solid]; -"449 /Mixed_6e/branch7x7dbl_2/conv/Conv" -> "450 /Mixed_6e/branch7x7dbl_2/Relu" [label="[1, 192, 12, 12]", style=solid]; -"450 /Mixed_6e/branch7x7dbl_2/Relu" -> "451 QuantizeLinear_/Mixed_6e/branch7x7dbl_2/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"451 QuantizeLinear_/Mixed_6e/branch7x7dbl_2/Relu_output_0_1" -> "452 DequantizeLinear_/Mixed_6e/branch7x7dbl_2/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"452 DequantizeLinear_/Mixed_6e/branch7x7dbl_2/Relu_output_0_1" -> "455 /Mixed_6e/branch7x7dbl_3/conv/Conv" [label="[1, 192, 12, 12]", style=solid]; -"453 QuantizeLinear_onnx^^Conv_1114_1" -> "454 DequantizeLinear_onnx^^Conv_1114_1" [label="[192, 192, 1, 7]", style=dashed]; -"454 DequantizeLinear_onnx^^Conv_1114_1" -> "455 /Mixed_6e/branch7x7dbl_3/conv/Conv" [label="[192, 192, 1, 7]", style=solid]; -"455 /Mixed_6e/branch7x7dbl_3/conv/Conv" -> "456 /Mixed_6e/branch7x7dbl_3/Relu" [label="[1, 192, 12, 12]", style=solid]; -"456 /Mixed_6e/branch7x7dbl_3/Relu" -> "457 QuantizeLinear_/Mixed_6e/branch7x7dbl_3/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"457 QuantizeLinear_/Mixed_6e/branch7x7dbl_3/Relu_output_0_1" -> "458 DequantizeLinear_/Mixed_6e/branch7x7dbl_3/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"458 DequantizeLinear_/Mixed_6e/branch7x7dbl_3/Relu_output_0_1" -> "461 /Mixed_6e/branch7x7dbl_4/conv/Conv" [label="[1, 192, 12, 12]", style=solid]; -"459 QuantizeLinear_onnx^^Conv_1117_1" -> "460 DequantizeLinear_onnx^^Conv_1117_1" [label="[192, 192, 7, 1]", style=dashed]; -"460 DequantizeLinear_onnx^^Conv_1117_1" -> "461 /Mixed_6e/branch7x7dbl_4/conv/Conv" [label="[192, 192, 7, 1]", style=solid]; -"461 /Mixed_6e/branch7x7dbl_4/conv/Conv" -> "462 /Mixed_6e/branch7x7dbl_4/Relu" [label="[1, 192, 12, 12]", style=solid]; -"462 /Mixed_6e/branch7x7dbl_4/Relu" -> "463 QuantizeLinear_/Mixed_6e/branch7x7dbl_4/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"463 QuantizeLinear_/Mixed_6e/branch7x7dbl_4/Relu_output_0_1" -> "464 DequantizeLinear_/Mixed_6e/branch7x7dbl_4/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"464 DequantizeLinear_/Mixed_6e/branch7x7dbl_4/Relu_output_0_1" -> "467 /Mixed_6e/branch7x7dbl_5/conv/Conv" [label="[1, 192, 12, 12]", style=solid]; -"465 QuantizeLinear_onnx^^Conv_1120_1" -> "466 DequantizeLinear_onnx^^Conv_1120_1" [label="[192, 192, 1, 7]", style=dashed]; -"466 DequantizeLinear_onnx^^Conv_1120_1" -> "467 /Mixed_6e/branch7x7dbl_5/conv/Conv" [label="[192, 192, 1, 7]", style=solid]; -"467 /Mixed_6e/branch7x7dbl_5/conv/Conv" -> "468 /Mixed_6e/branch7x7dbl_5/Relu" [label="[1, 192, 12, 12]", style=solid]; -"468 /Mixed_6e/branch7x7dbl_5/Relu" -> "476 QuantizeLinear_/Mixed_6e/branch7x7dbl_5/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"469 /Mixed_6e/AveragePool" -> "470 QuantizeLinear_/Mixed_6e/AveragePool_output_0_1" [label="[1, 768, 12, 12]", style=solid]; -"470 QuantizeLinear_/Mixed_6e/AveragePool_output_0_1" -> "471 DequantizeLinear_/Mixed_6e/AveragePool_output_0_1" [label="[1, 768, 12, 12]", style=dashed]; -"471 DequantizeLinear_/Mixed_6e/AveragePool_output_0_1" -> "474 /Mixed_6e/branch_pool/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"472 QuantizeLinear_onnx^^Conv_1123_1" -> "473 DequantizeLinear_onnx^^Conv_1123_1" [label="[192, 768, 1, 1]", style=dashed]; -"473 DequantizeLinear_onnx^^Conv_1123_1" -> "474 /Mixed_6e/branch_pool/conv/Conv" [label="[192, 768, 1, 1]", style=solid]; -"474 /Mixed_6e/branch_pool/conv/Conv" -> "475 /Mixed_6e/branch_pool/Relu" [label="[1, 192, 12, 12]", style=solid]; -"475 /Mixed_6e/branch_pool/Relu" -> "478 QuantizeLinear_/Mixed_6e/branch_pool/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"476 QuantizeLinear_/Mixed_6e/branch7x7dbl_5/Relu_output_0_1" -> "477 DequantizeLinear_/Mixed_6e/branch7x7dbl_5/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"477 DequantizeLinear_/Mixed_6e/branch7x7dbl_5/Relu_output_0_1" -> "484 /Mixed_6e/Concat" [label="[1, 192, 12, 12]", style=solid]; -"478 QuantizeLinear_/Mixed_6e/branch_pool/Relu_output_0_1" -> "479 DequantizeLinear_/Mixed_6e/branch_pool/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"479 DequantizeLinear_/Mixed_6e/branch_pool/Relu_output_0_1" -> "484 /Mixed_6e/Concat" [label="[1, 192, 12, 12]", style=solid]; -"480 QuantizeLinear_/Mixed_6e/branch1x1/Relu_output_0_1" -> "481 DequantizeLinear_/Mixed_6e/branch1x1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"481 DequantizeLinear_/Mixed_6e/branch1x1/Relu_output_0_1" -> "484 /Mixed_6e/Concat" [label="[1, 192, 12, 12]", style=solid]; -"482 QuantizeLinear_/Mixed_6e/branch7x7_3/Relu_output_0_1" -> "483 DequantizeLinear_/Mixed_6e/branch7x7_3/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"483 DequantizeLinear_/Mixed_6e/branch7x7_3/Relu_output_0_1" -> "484 /Mixed_6e/Concat" [label="[1, 192, 12, 12]", style=solid]; -"484 /Mixed_6e/Concat" -> "487 /Mixed_7a/branch3x3_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"484 /Mixed_6e/Concat" -> "497 /Mixed_7a/branch7x7x3_1/conv/Conv" [label="[1, 768, 12, 12]", style=solid]; -"484 /Mixed_6e/Concat" -> "517 /Mixed_7a/MaxPool" [label="[1, 768, 12, 12]", style=solid]; -"485 QuantizeLinear_onnx^^Conv_1126_1" -> "486 DequantizeLinear_onnx^^Conv_1126_1" [label="[192, 768, 1, 1]", style=dashed]; -"486 DequantizeLinear_onnx^^Conv_1126_1" -> "487 /Mixed_7a/branch3x3_1/conv/Conv" [label="[192, 768, 1, 1]", style=solid]; -"487 /Mixed_7a/branch3x3_1/conv/Conv" -> "488 /Mixed_7a/branch3x3_1/Relu" [label="[1, 192, 12, 12]", style=solid]; -"488 /Mixed_7a/branch3x3_1/Relu" -> "489 QuantizeLinear_/Mixed_7a/branch3x3_1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"489 QuantizeLinear_/Mixed_7a/branch3x3_1/Relu_output_0_1" -> "490 DequantizeLinear_/Mixed_7a/branch3x3_1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"490 DequantizeLinear_/Mixed_7a/branch3x3_1/Relu_output_0_1" -> "493 /Mixed_7a/branch3x3_2/conv/Conv" [label="[1, 192, 12, 12]", style=solid]; -"491 QuantizeLinear_onnx^^Conv_1129_1" -> "492 DequantizeLinear_onnx^^Conv_1129_1" [label="[320, 192, 3, 3]", style=dashed]; -"492 DequantizeLinear_onnx^^Conv_1129_1" -> "493 /Mixed_7a/branch3x3_2/conv/Conv" [label="[320, 192, 3, 3]", style=solid]; -"493 /Mixed_7a/branch3x3_2/conv/Conv" -> "494 /Mixed_7a/branch3x3_2/Relu" [label="[1, 320, 5, 5]", style=solid]; -"494 /Mixed_7a/branch3x3_2/Relu" -> "520 QuantizeLinear_/Mixed_7a/branch3x3_2/Relu_output_0_1" [label="[1, 320, 5, 5]", style=solid]; -"495 QuantizeLinear_onnx^^Conv_1132_1" -> "496 DequantizeLinear_onnx^^Conv_1132_1" [label="[192, 768, 1, 1]", style=dashed]; -"496 DequantizeLinear_onnx^^Conv_1132_1" -> "497 /Mixed_7a/branch7x7x3_1/conv/Conv" [label="[192, 768, 1, 1]", style=solid]; -"497 /Mixed_7a/branch7x7x3_1/conv/Conv" -> "498 /Mixed_7a/branch7x7x3_1/Relu" [label="[1, 192, 12, 12]", style=solid]; -"498 /Mixed_7a/branch7x7x3_1/Relu" -> "499 QuantizeLinear_/Mixed_7a/branch7x7x3_1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"499 QuantizeLinear_/Mixed_7a/branch7x7x3_1/Relu_output_0_1" -> "500 DequantizeLinear_/Mixed_7a/branch7x7x3_1/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"500 DequantizeLinear_/Mixed_7a/branch7x7x3_1/Relu_output_0_1" -> "503 /Mixed_7a/branch7x7x3_2/conv/Conv" [label="[1, 192, 12, 12]", style=solid]; -"501 QuantizeLinear_onnx^^Conv_1135_1" -> "502 DequantizeLinear_onnx^^Conv_1135_1" [label="[192, 192, 1, 7]", style=dashed]; -"502 DequantizeLinear_onnx^^Conv_1135_1" -> "503 /Mixed_7a/branch7x7x3_2/conv/Conv" [label="[192, 192, 1, 7]", style=solid]; -"503 /Mixed_7a/branch7x7x3_2/conv/Conv" -> "504 /Mixed_7a/branch7x7x3_2/Relu" [label="[1, 192, 12, 12]", style=solid]; -"504 /Mixed_7a/branch7x7x3_2/Relu" -> "505 QuantizeLinear_/Mixed_7a/branch7x7x3_2/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"505 QuantizeLinear_/Mixed_7a/branch7x7x3_2/Relu_output_0_1" -> "506 DequantizeLinear_/Mixed_7a/branch7x7x3_2/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"506 DequantizeLinear_/Mixed_7a/branch7x7x3_2/Relu_output_0_1" -> "509 /Mixed_7a/branch7x7x3_3/conv/Conv" [label="[1, 192, 12, 12]", style=solid]; -"507 QuantizeLinear_onnx^^Conv_1138_1" -> "508 DequantizeLinear_onnx^^Conv_1138_1" [label="[192, 192, 7, 1]", style=dashed]; -"508 DequantizeLinear_onnx^^Conv_1138_1" -> "509 /Mixed_7a/branch7x7x3_3/conv/Conv" [label="[192, 192, 7, 1]", style=solid]; -"509 /Mixed_7a/branch7x7x3_3/conv/Conv" -> "510 /Mixed_7a/branch7x7x3_3/Relu" [label="[1, 192, 12, 12]", style=solid]; -"510 /Mixed_7a/branch7x7x3_3/Relu" -> "511 QuantizeLinear_/Mixed_7a/branch7x7x3_3/Relu_output_0_1" [label="[1, 192, 12, 12]", style=solid]; -"511 QuantizeLinear_/Mixed_7a/branch7x7x3_3/Relu_output_0_1" -> "512 DequantizeLinear_/Mixed_7a/branch7x7x3_3/Relu_output_0_1" [label="[1, 192, 12, 12]", style=dashed]; -"512 DequantizeLinear_/Mixed_7a/branch7x7x3_3/Relu_output_0_1" -> "515 /Mixed_7a/branch7x7x3_4/conv/Conv" [label="[1, 192, 12, 12]", style=solid]; -"513 QuantizeLinear_onnx^^Conv_1141_1" -> "514 DequantizeLinear_onnx^^Conv_1141_1" [label="[192, 192, 3, 3]", style=dashed]; -"514 DequantizeLinear_onnx^^Conv_1141_1" -> "515 /Mixed_7a/branch7x7x3_4/conv/Conv" [label="[192, 192, 3, 3]", style=solid]; -"515 /Mixed_7a/branch7x7x3_4/conv/Conv" -> "516 /Mixed_7a/branch7x7x3_4/Relu" [label="[1, 192, 5, 5]", style=solid]; -"516 /Mixed_7a/branch7x7x3_4/Relu" -> "518 QuantizeLinear_/Mixed_7a/branch7x7x3_4/Relu_output_0_1" [label="[1, 192, 5, 5]", style=solid]; -"517 /Mixed_7a/MaxPool" -> "522 /Mixed_7a/Concat" [label="[1, 768, 5, 5]", style=solid]; -"518 QuantizeLinear_/Mixed_7a/branch7x7x3_4/Relu_output_0_1" -> "519 DequantizeLinear_/Mixed_7a/branch7x7x3_4/Relu_output_0_1" [label="[1, 192, 5, 5]", style=dashed]; -"519 DequantizeLinear_/Mixed_7a/branch7x7x3_4/Relu_output_0_1" -> "522 /Mixed_7a/Concat" [label="[1, 192, 5, 5]", style=solid]; -"520 QuantizeLinear_/Mixed_7a/branch3x3_2/Relu_output_0_1" -> "521 DequantizeLinear_/Mixed_7a/branch3x3_2/Relu_output_0_1" [label="[1, 320, 5, 5]", style=dashed]; -"521 DequantizeLinear_/Mixed_7a/branch3x3_2/Relu_output_0_1" -> "522 /Mixed_7a/Concat" [label="[1, 320, 5, 5]", style=solid]; -"522 /Mixed_7a/Concat" -> "525 /Mixed_7b/branch1x1/conv/Conv" [label="[1, 1280, 5, 5]", style=solid]; -"522 /Mixed_7a/Concat" -> "529 /Mixed_7b/branch3x3_1/conv/Conv" [label="[1, 1280, 5, 5]", style=solid]; -"522 /Mixed_7a/Concat" -> "543 /Mixed_7b/branch3x3dbl_1/conv/Conv" [label="[1, 1280, 5, 5]", style=solid]; -"522 /Mixed_7a/Concat" -> "561 /Mixed_7b/AveragePool" [label="[1, 1280, 5, 5]", style=solid]; -"523 QuantizeLinear_onnx^^Conv_1144_1" -> "524 DequantizeLinear_onnx^^Conv_1144_1" [label="[320, 1280, 1, 1]", style=dashed]; -"524 DequantizeLinear_onnx^^Conv_1144_1" -> "525 /Mixed_7b/branch1x1/conv/Conv" [label="[320, 1280, 1, 1]", style=solid]; -"525 /Mixed_7b/branch1x1/conv/Conv" -> "526 /Mixed_7b/branch1x1/Relu" [label="[1, 320, 5, 5]", style=solid]; -"526 /Mixed_7b/branch1x1/Relu" -> "578 QuantizeLinear_/Mixed_7b/branch1x1/Relu_output_0_1" [label="[1, 320, 5, 5]", style=solid]; -"527 QuantizeLinear_onnx^^Conv_1147_1" -> "528 DequantizeLinear_onnx^^Conv_1147_1" [label="[384, 1280, 1, 1]", style=dashed]; -"528 DequantizeLinear_onnx^^Conv_1147_1" -> "529 /Mixed_7b/branch3x3_1/conv/Conv" [label="[384, 1280, 1, 1]", style=solid]; -"529 /Mixed_7b/branch3x3_1/conv/Conv" -> "530 /Mixed_7b/branch3x3_1/Relu" [label="[1, 384, 5, 5]", style=solid]; -"530 /Mixed_7b/branch3x3_1/Relu" -> "531 QuantizeLinear_/Mixed_7b/branch3x3_1/Relu_output_0_1" [label="[1, 384, 5, 5]", style=solid]; -"531 QuantizeLinear_/Mixed_7b/branch3x3_1/Relu_output_0_1" -> "532 DequantizeLinear_/Mixed_7b/branch3x3_1/Relu_output_0_1" [label="[1, 384, 5, 5]", style=dashed]; -"532 DequantizeLinear_/Mixed_7b/branch3x3_1/Relu_output_0_1" -> "535 /Mixed_7b/branch3x3_2a/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"532 DequantizeLinear_/Mixed_7b/branch3x3_1/Relu_output_0_1" -> "539 /Mixed_7b/branch3x3_2b/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"533 QuantizeLinear_onnx^^Conv_1150_1" -> "534 DequantizeLinear_onnx^^Conv_1150_1" [label="[384, 384, 1, 3]", style=dashed]; -"534 DequantizeLinear_onnx^^Conv_1150_1" -> "535 /Mixed_7b/branch3x3_2a/conv/Conv" [label="[384, 384, 1, 3]", style=solid]; -"535 /Mixed_7b/branch3x3_2a/conv/Conv" -> "536 /Mixed_7b/branch3x3_2a/Relu" [label="[1, 384, 5, 5]", style=solid]; -"536 /Mixed_7b/branch3x3_2a/Relu" -> "568 QuantizeLinear_/Mixed_7b/branch3x3_2a/Relu_output_0_1" [label="[1, 384, 5, 5]", style=solid]; -"537 QuantizeLinear_onnx^^Conv_1153_1" -> "538 DequantizeLinear_onnx^^Conv_1153_1" [label="[384, 384, 3, 1]", style=dashed]; -"538 DequantizeLinear_onnx^^Conv_1153_1" -> "539 /Mixed_7b/branch3x3_2b/conv/Conv" [label="[384, 384, 3, 1]", style=solid]; -"539 /Mixed_7b/branch3x3_2b/conv/Conv" -> "540 /Mixed_7b/branch3x3_2b/Relu" [label="[1, 384, 5, 5]", style=solid]; -"540 /Mixed_7b/branch3x3_2b/Relu" -> "570 QuantizeLinear_/Mixed_7b/branch3x3_2b/Relu_output_0_1" [label="[1, 384, 5, 5]", style=solid]; -"541 QuantizeLinear_onnx^^Conv_1156_1" -> "542 DequantizeLinear_onnx^^Conv_1156_1" [label="[448, 1280, 1, 1]", style=dashed]; -"542 DequantizeLinear_onnx^^Conv_1156_1" -> "543 /Mixed_7b/branch3x3dbl_1/conv/Conv" [label="[448, 1280, 1, 1]", style=solid]; -"543 /Mixed_7b/branch3x3dbl_1/conv/Conv" -> "544 /Mixed_7b/branch3x3dbl_1/Relu" [label="[1, 448, 5, 5]", style=solid]; -"544 /Mixed_7b/branch3x3dbl_1/Relu" -> "545 QuantizeLinear_/Mixed_7b/branch3x3dbl_1/Relu_output_0_1" [label="[1, 448, 5, 5]", style=solid]; -"545 QuantizeLinear_/Mixed_7b/branch3x3dbl_1/Relu_output_0_1" -> "546 DequantizeLinear_/Mixed_7b/branch3x3dbl_1/Relu_output_0_1" [label="[1, 448, 5, 5]", style=dashed]; -"546 DequantizeLinear_/Mixed_7b/branch3x3dbl_1/Relu_output_0_1" -> "549 /Mixed_7b/branch3x3dbl_2/conv/Conv" [label="[1, 448, 5, 5]", style=solid]; -"547 QuantizeLinear_onnx^^Conv_1159_1" -> "548 DequantizeLinear_onnx^^Conv_1159_1" [label="[384, 448, 3, 3]", style=dashed]; -"548 DequantizeLinear_onnx^^Conv_1159_1" -> "549 /Mixed_7b/branch3x3dbl_2/conv/Conv" [label="[384, 448, 3, 3]", style=solid]; -"549 /Mixed_7b/branch3x3dbl_2/conv/Conv" -> "550 /Mixed_7b/branch3x3dbl_2/Relu" [label="[1, 384, 5, 5]", style=solid]; -"550 /Mixed_7b/branch3x3dbl_2/Relu" -> "551 QuantizeLinear_/Mixed_7b/branch3x3dbl_2/Relu_output_0_1" [label="[1, 384, 5, 5]", style=solid]; -"551 QuantizeLinear_/Mixed_7b/branch3x3dbl_2/Relu_output_0_1" -> "552 DequantizeLinear_/Mixed_7b/branch3x3dbl_2/Relu_output_0_1" [label="[1, 384, 5, 5]", style=dashed]; -"552 DequantizeLinear_/Mixed_7b/branch3x3dbl_2/Relu_output_0_1" -> "555 /Mixed_7b/branch3x3dbl_3a/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"552 DequantizeLinear_/Mixed_7b/branch3x3dbl_2/Relu_output_0_1" -> "559 /Mixed_7b/branch3x3dbl_3b/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"553 QuantizeLinear_onnx^^Conv_1162_1" -> "554 DequantizeLinear_onnx^^Conv_1162_1" [label="[384, 384, 1, 3]", style=dashed]; -"554 DequantizeLinear_onnx^^Conv_1162_1" -> "555 /Mixed_7b/branch3x3dbl_3a/conv/Conv" [label="[384, 384, 1, 3]", style=solid]; -"555 /Mixed_7b/branch3x3dbl_3a/conv/Conv" -> "556 /Mixed_7b/branch3x3dbl_3a/Relu" [label="[1, 384, 5, 5]", style=solid]; -"556 /Mixed_7b/branch3x3dbl_3a/Relu" -> "572 QuantizeLinear_/Mixed_7b/branch3x3dbl_3a/Relu_output_0_1" [label="[1, 384, 5, 5]", style=solid]; -"557 QuantizeLinear_onnx^^Conv_1165_1" -> "558 DequantizeLinear_onnx^^Conv_1165_1" [label="[384, 384, 3, 1]", style=dashed]; -"558 DequantizeLinear_onnx^^Conv_1165_1" -> "559 /Mixed_7b/branch3x3dbl_3b/conv/Conv" [label="[384, 384, 3, 1]", style=solid]; -"559 /Mixed_7b/branch3x3dbl_3b/conv/Conv" -> "560 /Mixed_7b/branch3x3dbl_3b/Relu" [label="[1, 384, 5, 5]", style=solid]; -"560 /Mixed_7b/branch3x3dbl_3b/Relu" -> "574 QuantizeLinear_/Mixed_7b/branch3x3dbl_3b/Relu_output_0_1" [label="[1, 384, 5, 5]", style=solid]; -"561 /Mixed_7b/AveragePool" -> "562 QuantizeLinear_/Mixed_7b/AveragePool_output_0_1" [label="[1, 1280, 5, 5]", style=solid]; -"562 QuantizeLinear_/Mixed_7b/AveragePool_output_0_1" -> "563 DequantizeLinear_/Mixed_7b/AveragePool_output_0_1" [label="[1, 1280, 5, 5]", style=dashed]; -"563 DequantizeLinear_/Mixed_7b/AveragePool_output_0_1" -> "566 /Mixed_7b/branch_pool/conv/Conv" [label="[1, 1280, 5, 5]", style=solid]; -"564 QuantizeLinear_onnx^^Conv_1168_1" -> "565 DequantizeLinear_onnx^^Conv_1168_1" [label="[192, 1280, 1, 1]", style=dashed]; -"565 DequantizeLinear_onnx^^Conv_1168_1" -> "566 /Mixed_7b/branch_pool/conv/Conv" [label="[192, 1280, 1, 1]", style=solid]; -"566 /Mixed_7b/branch_pool/conv/Conv" -> "567 /Mixed_7b/branch_pool/Relu" [label="[1, 192, 5, 5]", style=solid]; -"567 /Mixed_7b/branch_pool/Relu" -> "576 QuantizeLinear_/Mixed_7b/branch_pool/Relu_output_0_1" [label="[1, 192, 5, 5]", style=solid]; -"568 QuantizeLinear_/Mixed_7b/branch3x3_2a/Relu_output_0_1" -> "569 DequantizeLinear_/Mixed_7b/branch3x3_2a/Relu_output_0_1" [label="[1, 384, 5, 5]", style=dashed]; -"569 DequantizeLinear_/Mixed_7b/branch3x3_2a/Relu_output_0_1" -> "580 /Mixed_7b/Concat" [label="[1, 384, 5, 5]", style=solid]; -"570 QuantizeLinear_/Mixed_7b/branch3x3_2b/Relu_output_0_1" -> "571 DequantizeLinear_/Mixed_7b/branch3x3_2b/Relu_output_0_1" [label="[1, 384, 5, 5]", style=dashed]; -"571 DequantizeLinear_/Mixed_7b/branch3x3_2b/Relu_output_0_1" -> "580 /Mixed_7b/Concat" [label="[1, 384, 5, 5]", style=solid]; -"572 QuantizeLinear_/Mixed_7b/branch3x3dbl_3a/Relu_output_0_1" -> "573 DequantizeLinear_/Mixed_7b/branch3x3dbl_3a/Relu_output_0_1" [label="[1, 384, 5, 5]", style=dashed]; -"573 DequantizeLinear_/Mixed_7b/branch3x3dbl_3a/Relu_output_0_1" -> "580 /Mixed_7b/Concat" [label="[1, 384, 5, 5]", style=solid]; -"574 QuantizeLinear_/Mixed_7b/branch3x3dbl_3b/Relu_output_0_1" -> "575 DequantizeLinear_/Mixed_7b/branch3x3dbl_3b/Relu_output_0_1" [label="[1, 384, 5, 5]", style=dashed]; -"575 DequantizeLinear_/Mixed_7b/branch3x3dbl_3b/Relu_output_0_1" -> "580 /Mixed_7b/Concat" [label="[1, 384, 5, 5]", style=solid]; -"576 QuantizeLinear_/Mixed_7b/branch_pool/Relu_output_0_1" -> "577 DequantizeLinear_/Mixed_7b/branch_pool/Relu_output_0_1" [label="[1, 192, 5, 5]", style=dashed]; -"577 DequantizeLinear_/Mixed_7b/branch_pool/Relu_output_0_1" -> "580 /Mixed_7b/Concat" [label="[1, 192, 5, 5]", style=solid]; -"578 QuantizeLinear_/Mixed_7b/branch1x1/Relu_output_0_1" -> "579 DequantizeLinear_/Mixed_7b/branch1x1/Relu_output_0_1" [label="[1, 320, 5, 5]", style=dashed]; -"579 DequantizeLinear_/Mixed_7b/branch1x1/Relu_output_0_1" -> "580 /Mixed_7b/Concat" [label="[1, 320, 5, 5]", style=solid]; -"580 /Mixed_7b/Concat" -> "583 /Mixed_7c/branch1x1/conv/Conv" [label="[1, 2048, 5, 5]", style=solid]; -"580 /Mixed_7b/Concat" -> "587 /Mixed_7c/branch3x3_1/conv/Conv" [label="[1, 2048, 5, 5]", style=solid]; -"580 /Mixed_7b/Concat" -> "601 /Mixed_7c/branch3x3dbl_1/conv/Conv" [label="[1, 2048, 5, 5]", style=solid]; -"580 /Mixed_7b/Concat" -> "619 /Mixed_7c/AveragePool" [label="[1, 2048, 5, 5]", style=solid]; -"581 QuantizeLinear_onnx^^Conv_1171_1" -> "582 DequantizeLinear_onnx^^Conv_1171_1" [label="[320, 2048, 1, 1]", style=dashed]; -"582 DequantizeLinear_onnx^^Conv_1171_1" -> "583 /Mixed_7c/branch1x1/conv/Conv" [label="[320, 2048, 1, 1]", style=solid]; -"583 /Mixed_7c/branch1x1/conv/Conv" -> "584 /Mixed_7c/branch1x1/Relu" [label="[1, 320, 5, 5]", style=solid]; -"584 /Mixed_7c/branch1x1/Relu" -> "626 QuantizeLinear_/Mixed_7c/branch1x1/Relu_output_0_1" [label="[1, 320, 5, 5]", style=solid]; -"585 QuantizeLinear_onnx^^Conv_1174_1" -> "586 DequantizeLinear_onnx^^Conv_1174_1" [label="[384, 2048, 1, 1]", style=dashed]; -"586 DequantizeLinear_onnx^^Conv_1174_1" -> "587 /Mixed_7c/branch3x3_1/conv/Conv" [label="[384, 2048, 1, 1]", style=solid]; -"587 /Mixed_7c/branch3x3_1/conv/Conv" -> "588 /Mixed_7c/branch3x3_1/Relu" [label="[1, 384, 5, 5]", style=solid]; -"588 /Mixed_7c/branch3x3_1/Relu" -> "589 QuantizeLinear_/Mixed_7c/branch3x3_1/Relu_output_0_1" [label="[1, 384, 5, 5]", style=solid]; -"589 QuantizeLinear_/Mixed_7c/branch3x3_1/Relu_output_0_1" -> "590 DequantizeLinear_/Mixed_7c/branch3x3_1/Relu_output_0_1" [label="[1, 384, 5, 5]", style=dashed]; -"590 DequantizeLinear_/Mixed_7c/branch3x3_1/Relu_output_0_1" -> "593 /Mixed_7c/branch3x3_2a/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"590 DequantizeLinear_/Mixed_7c/branch3x3_1/Relu_output_0_1" -> "597 /Mixed_7c/branch3x3_2b/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"591 QuantizeLinear_onnx^^Conv_1177_1" -> "592 DequantizeLinear_onnx^^Conv_1177_1" [label="[384, 384, 1, 3]", style=dashed]; -"592 DequantizeLinear_onnx^^Conv_1177_1" -> "593 /Mixed_7c/branch3x3_2a/conv/Conv" [label="[384, 384, 1, 3]", style=solid]; -"593 /Mixed_7c/branch3x3_2a/conv/Conv" -> "594 /Mixed_7c/branch3x3_2a/Relu" [label="[1, 384, 5, 5]", style=solid]; -"594 /Mixed_7c/branch3x3_2a/Relu" -> "628 QuantizeLinear_/Mixed_7c/branch3x3_2a/Relu_output_0_1" [label="[1, 384, 5, 5]", style=solid]; -"595 QuantizeLinear_onnx^^Conv_1180_1" -> "596 DequantizeLinear_onnx^^Conv_1180_1" [label="[384, 384, 3, 1]", style=dashed]; -"596 DequantizeLinear_onnx^^Conv_1180_1" -> "597 /Mixed_7c/branch3x3_2b/conv/Conv" [label="[384, 384, 3, 1]", style=solid]; -"597 /Mixed_7c/branch3x3_2b/conv/Conv" -> "598 /Mixed_7c/branch3x3_2b/Relu" [label="[1, 384, 5, 5]", style=solid]; -"598 /Mixed_7c/branch3x3_2b/Relu" -> "630 QuantizeLinear_/Mixed_7c/branch3x3_2b/Relu_output_0_1" [label="[1, 384, 5, 5]", style=solid]; -"599 QuantizeLinear_onnx^^Conv_1183_1" -> "600 DequantizeLinear_onnx^^Conv_1183_1" [label="[448, 2048, 1, 1]", style=dashed]; -"600 DequantizeLinear_onnx^^Conv_1183_1" -> "601 /Mixed_7c/branch3x3dbl_1/conv/Conv" [label="[448, 2048, 1, 1]", style=solid]; -"601 /Mixed_7c/branch3x3dbl_1/conv/Conv" -> "602 /Mixed_7c/branch3x3dbl_1/Relu" [label="[1, 448, 5, 5]", style=solid]; -"602 /Mixed_7c/branch3x3dbl_1/Relu" -> "603 QuantizeLinear_/Mixed_7c/branch3x3dbl_1/Relu_output_0_1" [label="[1, 448, 5, 5]", style=solid]; -"603 QuantizeLinear_/Mixed_7c/branch3x3dbl_1/Relu_output_0_1" -> "604 DequantizeLinear_/Mixed_7c/branch3x3dbl_1/Relu_output_0_1" [label="[1, 448, 5, 5]", style=dashed]; -"604 DequantizeLinear_/Mixed_7c/branch3x3dbl_1/Relu_output_0_1" -> "607 /Mixed_7c/branch3x3dbl_2/conv/Conv" [label="[1, 448, 5, 5]", style=solid]; -"605 QuantizeLinear_onnx^^Conv_1186_1" -> "606 DequantizeLinear_onnx^^Conv_1186_1" [label="[384, 448, 3, 3]", style=dashed]; -"606 DequantizeLinear_onnx^^Conv_1186_1" -> "607 /Mixed_7c/branch3x3dbl_2/conv/Conv" [label="[384, 448, 3, 3]", style=solid]; -"607 /Mixed_7c/branch3x3dbl_2/conv/Conv" -> "608 /Mixed_7c/branch3x3dbl_2/Relu" [label="[1, 384, 5, 5]", style=solid]; -"608 /Mixed_7c/branch3x3dbl_2/Relu" -> "609 QuantizeLinear_/Mixed_7c/branch3x3dbl_2/Relu_output_0_1" [label="[1, 384, 5, 5]", style=solid]; -"609 QuantizeLinear_/Mixed_7c/branch3x3dbl_2/Relu_output_0_1" -> "610 DequantizeLinear_/Mixed_7c/branch3x3dbl_2/Relu_output_0_1" [label="[1, 384, 5, 5]", style=dashed]; -"610 DequantizeLinear_/Mixed_7c/branch3x3dbl_2/Relu_output_0_1" -> "613 /Mixed_7c/branch3x3dbl_3a/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"610 DequantizeLinear_/Mixed_7c/branch3x3dbl_2/Relu_output_0_1" -> "617 /Mixed_7c/branch3x3dbl_3b/conv/Conv" [label="[1, 384, 5, 5]", style=solid]; -"611 QuantizeLinear_onnx^^Conv_1189_1" -> "612 DequantizeLinear_onnx^^Conv_1189_1" [label="[384, 384, 1, 3]", style=dashed]; -"612 DequantizeLinear_onnx^^Conv_1189_1" -> "613 /Mixed_7c/branch3x3dbl_3a/conv/Conv" [label="[384, 384, 1, 3]", style=solid]; -"613 /Mixed_7c/branch3x3dbl_3a/conv/Conv" -> "614 /Mixed_7c/branch3x3dbl_3a/Relu" [label="[1, 384, 5, 5]", style=solid]; -"614 /Mixed_7c/branch3x3dbl_3a/Relu" -> "632 QuantizeLinear_/Mixed_7c/branch3x3dbl_3a/Relu_output_0_1" [label="[1, 384, 5, 5]", style=solid]; -"615 QuantizeLinear_onnx^^Conv_1192_1" -> "616 DequantizeLinear_onnx^^Conv_1192_1" [label="[384, 384, 3, 1]", style=dashed]; -"616 DequantizeLinear_onnx^^Conv_1192_1" -> "617 /Mixed_7c/branch3x3dbl_3b/conv/Conv" [label="[384, 384, 3, 1]", style=solid]; -"617 /Mixed_7c/branch3x3dbl_3b/conv/Conv" -> "618 /Mixed_7c/branch3x3dbl_3b/Relu" [label="[1, 384, 5, 5]", style=solid]; -"618 /Mixed_7c/branch3x3dbl_3b/Relu" -> "634 QuantizeLinear_/Mixed_7c/branch3x3dbl_3b/Relu_output_0_1" [label="[1, 384, 5, 5]", style=solid]; -"619 /Mixed_7c/AveragePool" -> "620 QuantizeLinear_/Mixed_7c/AveragePool_output_0_1" [label="[1, 2048, 5, 5]", style=solid]; -"620 QuantizeLinear_/Mixed_7c/AveragePool_output_0_1" -> "621 DequantizeLinear_/Mixed_7c/AveragePool_output_0_1" [label="[1, 2048, 5, 5]", style=dashed]; -"621 DequantizeLinear_/Mixed_7c/AveragePool_output_0_1" -> "624 /Mixed_7c/branch_pool/conv/Conv" [label="[1, 2048, 5, 5]", style=solid]; -"622 QuantizeLinear_onnx^^Conv_1195_1" -> "623 DequantizeLinear_onnx^^Conv_1195_1" [label="[192, 2048, 1, 1]", style=dashed]; -"623 DequantizeLinear_onnx^^Conv_1195_1" -> "624 /Mixed_7c/branch_pool/conv/Conv" [label="[192, 2048, 1, 1]", style=solid]; -"624 /Mixed_7c/branch_pool/conv/Conv" -> "625 /Mixed_7c/branch_pool/Relu" [label="[1, 192, 5, 5]", style=solid]; -"625 /Mixed_7c/branch_pool/Relu" -> "636 QuantizeLinear_/Mixed_7c/branch_pool/Relu_output_0_1" [label="[1, 192, 5, 5]", style=solid]; -"626 QuantizeLinear_/Mixed_7c/branch1x1/Relu_output_0_1" -> "627 DequantizeLinear_/Mixed_7c/branch1x1/Relu_output_0_1" [label="[1, 320, 5, 5]", style=dashed]; -"627 DequantizeLinear_/Mixed_7c/branch1x1/Relu_output_0_1" -> "638 /Mixed_7c/Concat" [label="[1, 320, 5, 5]", style=solid]; -"628 QuantizeLinear_/Mixed_7c/branch3x3_2a/Relu_output_0_1" -> "629 DequantizeLinear_/Mixed_7c/branch3x3_2a/Relu_output_0_1" [label="[1, 384, 5, 5]", style=dashed]; -"629 DequantizeLinear_/Mixed_7c/branch3x3_2a/Relu_output_0_1" -> "638 /Mixed_7c/Concat" [label="[1, 384, 5, 5]", style=solid]; -"630 QuantizeLinear_/Mixed_7c/branch3x3_2b/Relu_output_0_1" -> "631 DequantizeLinear_/Mixed_7c/branch3x3_2b/Relu_output_0_1" [label="[1, 384, 5, 5]", style=dashed]; -"631 DequantizeLinear_/Mixed_7c/branch3x3_2b/Relu_output_0_1" -> "638 /Mixed_7c/Concat" [label="[1, 384, 5, 5]", style=solid]; -"632 QuantizeLinear_/Mixed_7c/branch3x3dbl_3a/Relu_output_0_1" -> "633 DequantizeLinear_/Mixed_7c/branch3x3dbl_3a/Relu_output_0_1" [label="[1, 384, 5, 5]", style=dashed]; -"633 DequantizeLinear_/Mixed_7c/branch3x3dbl_3a/Relu_output_0_1" -> "638 /Mixed_7c/Concat" [label="[1, 384, 5, 5]", style=solid]; -"634 QuantizeLinear_/Mixed_7c/branch3x3dbl_3b/Relu_output_0_1" -> "635 DequantizeLinear_/Mixed_7c/branch3x3dbl_3b/Relu_output_0_1" [label="[1, 384, 5, 5]", style=dashed]; -"635 DequantizeLinear_/Mixed_7c/branch3x3dbl_3b/Relu_output_0_1" -> "638 /Mixed_7c/Concat" [label="[1, 384, 5, 5]", style=solid]; -"636 QuantizeLinear_/Mixed_7c/branch_pool/Relu_output_0_1" -> "637 DequantizeLinear_/Mixed_7c/branch_pool/Relu_output_0_1" [label="[1, 192, 5, 5]", style=dashed]; -"637 DequantizeLinear_/Mixed_7c/branch_pool/Relu_output_0_1" -> "638 /Mixed_7c/Concat" [label="[1, 192, 5, 5]", style=solid]; -"638 /Mixed_7c/Concat" -> "639 /avgpool/GlobalAveragePool" [label="[1, 2048, 5, 5]", style=solid]; -"639 /avgpool/GlobalAveragePool" -> "640 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [label="[1, 2048, 1, 1]", style=solid]; -"640 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" -> "641 DequantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [label="[1, 2048, 1, 1]", style=dashed]; -"641 DequantizeLinear_/avgpool/GlobalAveragePool_output_0_1" -> "642 /Flatten" [label="[1, 2048, 1, 1]", style=solid]; -"642 /Flatten" -> "645 /fc/Gemm" [label="[1, 2048]", style=solid]; -"643 QuantizeLinear_fc.weight_1" -> "644 DequantizeLinear_fc.weight_1" [label="[1000, 2048]", style=dashed]; -"644 DequantizeLinear_fc.weight_1" -> "645 /fc/Gemm" [label="[1000, 2048]", style=solid]; -"645 /fc/Gemm" -> "647 nncf_model_output_0" [label="[1, 1000]", style=solid]; -"646 nncf_model_input_0" -> "2 QuantizeLinear_x.1_1" [label="[1, 3, 224, 224]", style=solid]; +strict digraph { +"0 QuantizeLinear_x_1" [id=0, type=QuantizeLinear]; +"1 DequantizeLinear_x_1" [id=1, type=DequantizeLinear]; +"2 node_select" [id=2, type=Gather]; +"3 node_unsqueeze" [id=3, type=Unsqueeze]; +"4 node_mul" [id=4, type=Mul]; +"5 node_add" [id=5, type=Add]; +"6 node_select_1" [id=6, type=Gather]; +"7 node_unsqueeze_1" [id=7, type=Unsqueeze]; +"8 node_mul_1" [id=8, type=Mul]; +"9 node_add_1" [id=9, type=Add]; +"10 node_select_2" [id=10, type=Gather]; +"11 node_unsqueeze_2" [id=11, type=Unsqueeze]; +"12 node_mul_2" [id=12, type=Mul]; +"13 node_add_2" [id=13, type=Add]; +"14 QuantizeLinear_add_1" [id=14, type=QuantizeLinear]; +"15 DequantizeLinear_add_1" [id=15, type=DequantizeLinear]; +"16 QuantizeLinear_add_1_1" [id=16, type=QuantizeLinear]; +"17 DequantizeLinear_add_1_1" [id=17, type=DequantizeLinear]; +"18 QuantizeLinear_add_2_1" [id=18, type=QuantizeLinear]; +"19 DequantizeLinear_add_2_1" [id=19, type=DequantizeLinear]; +"20 node_cat" [id=20, type=Concat]; +"21 QuantizeLinear_Conv2d_1a_3x3.conv.weight_1" [id=21, type=QuantizeLinear]; +"22 DequantizeLinear_Conv2d_1a_3x3.conv.weight_1" [id=22, type=DequantizeLinear]; +"23 node_Conv_1149" [id=23, type=Conv]; +"24 node_relu" [id=24, type=Relu]; +"25 QuantizeLinear_relu_1" [id=25, type=QuantizeLinear]; +"26 DequantizeLinear_relu_1" [id=26, type=DequantizeLinear]; +"27 QuantizeLinear_Conv2d_2a_3x3.conv.weight_1" [id=27, type=QuantizeLinear]; +"28 DequantizeLinear_Conv2d_2a_3x3.conv.weight_1" [id=28, type=DequantizeLinear]; +"29 node_Conv_1151" [id=29, type=Conv]; +"30 node_relu_1" [id=30, type=Relu]; +"31 QuantizeLinear_relu_1_1" [id=31, type=QuantizeLinear]; +"32 DequantizeLinear_relu_1_1" [id=32, type=DequantizeLinear]; +"33 QuantizeLinear_Conv2d_2b_3x3.conv.weight_1" [id=33, type=QuantizeLinear]; +"34 DequantizeLinear_Conv2d_2b_3x3.conv.weight_1" [id=34, type=DequantizeLinear]; +"35 node_Conv_1153" [id=35, type=Conv]; +"36 node_relu_2" [id=36, type=Relu]; +"37 QuantizeLinear_relu_2_1" [id=37, type=QuantizeLinear]; +"38 DequantizeLinear_relu_2_1" [id=38, type=DequantizeLinear]; +"39 node_max_pool2d" [id=39, type=MaxPool]; +"40 QuantizeLinear_Conv2d_3b_1x1.conv.weight_1" [id=40, type=QuantizeLinear]; +"41 DequantizeLinear_Conv2d_3b_1x1.conv.weight_1" [id=41, type=DequantizeLinear]; +"42 node_Conv_1155" [id=42, type=Conv]; +"43 node_relu_3" [id=43, type=Relu]; +"44 QuantizeLinear_relu_3_1" [id=44, type=QuantizeLinear]; +"45 DequantizeLinear_relu_3_1" [id=45, type=DequantizeLinear]; +"46 QuantizeLinear_Conv2d_4a_3x3.conv.weight_1" [id=46, type=QuantizeLinear]; +"47 DequantizeLinear_Conv2d_4a_3x3.conv.weight_1" [id=47, type=DequantizeLinear]; +"48 node_Conv_1157" [id=48, type=Conv]; +"49 node_relu_4" [id=49, type=Relu]; +"50 QuantizeLinear_relu_4_1" [id=50, type=QuantizeLinear]; +"51 DequantizeLinear_relu_4_1" [id=51, type=DequantizeLinear]; +"52 node_max_pool2d_1" [id=52, type=MaxPool]; +"53 QuantizeLinear_Mixed_5b.branch1x1.conv.weight_1" [id=53, type=QuantizeLinear]; +"54 DequantizeLinear_Mixed_5b.branch1x1.conv.weight_1" [id=54, type=DequantizeLinear]; +"55 node_Conv_1159" [id=55, type=Conv]; +"56 node_relu_5" [id=56, type=Relu]; +"57 QuantizeLinear_Mixed_5b.branch5x5_1.conv.weight_1" [id=57, type=QuantizeLinear]; +"58 DequantizeLinear_Mixed_5b.branch5x5_1.conv.weight_1" [id=58, type=DequantizeLinear]; +"59 node_Conv_1161" [id=59, type=Conv]; +"60 node_relu_6" [id=60, type=Relu]; +"61 QuantizeLinear_relu_6_1" [id=61, type=QuantizeLinear]; +"62 DequantizeLinear_relu_6_1" [id=62, type=DequantizeLinear]; +"63 QuantizeLinear_Mixed_5b.branch5x5_2.conv.weight_1" [id=63, type=QuantizeLinear]; +"64 DequantizeLinear_Mixed_5b.branch5x5_2.conv.weight_1" [id=64, type=DequantizeLinear]; +"65 node_Conv_1163" [id=65, type=Conv]; +"66 node_relu_7" [id=66, type=Relu]; +"67 QuantizeLinear_Mixed_5b.branch3x3dbl_1.conv.weight_1" [id=67, type=QuantizeLinear]; +"68 DequantizeLinear_Mixed_5b.branch3x3dbl_1.conv.weight_1" [id=68, type=DequantizeLinear]; +"69 node_Conv_1165" [id=69, type=Conv]; +"70 node_relu_8" [id=70, type=Relu]; +"71 QuantizeLinear_relu_8_1" [id=71, type=QuantizeLinear]; +"72 DequantizeLinear_relu_8_1" [id=72, type=DequantizeLinear]; +"73 QuantizeLinear_Mixed_5b.branch3x3dbl_2.conv.weight_1" [id=73, type=QuantizeLinear]; +"74 DequantizeLinear_Mixed_5b.branch3x3dbl_2.conv.weight_1" [id=74, type=DequantizeLinear]; +"75 node_Conv_1167" [id=75, type=Conv]; +"76 node_relu_9" [id=76, type=Relu]; +"77 QuantizeLinear_relu_9_1" [id=77, type=QuantizeLinear]; +"78 DequantizeLinear_relu_9_1" [id=78, type=DequantizeLinear]; +"79 QuantizeLinear_Mixed_5b.branch3x3dbl_3.conv.weight_1" [id=79, type=QuantizeLinear]; +"80 DequantizeLinear_Mixed_5b.branch3x3dbl_3.conv.weight_1" [id=80, type=DequantizeLinear]; +"81 node_Conv_1169" [id=81, type=Conv]; +"82 node_relu_10" [id=82, type=Relu]; +"83 node_avg_pool2d" [id=83, type=AveragePool]; +"84 QuantizeLinear_avg_pool2d_1" [id=84, type=QuantizeLinear]; +"85 DequantizeLinear_avg_pool2d_1" [id=85, type=DequantizeLinear]; +"86 QuantizeLinear_Mixed_5b.branch_pool.conv.weight_1" [id=86, type=QuantizeLinear]; +"87 DequantizeLinear_Mixed_5b.branch_pool.conv.weight_1" [id=87, type=DequantizeLinear]; +"88 node_Conv_1171" [id=88, type=Conv]; +"89 node_relu_11" [id=89, type=Relu]; +"90 QuantizeLinear_relu_5_1" [id=90, type=QuantizeLinear]; +"91 DequantizeLinear_relu_5_1" [id=91, type=DequantizeLinear]; +"92 QuantizeLinear_relu_11_1" [id=92, type=QuantizeLinear]; +"93 DequantizeLinear_relu_11_1" [id=93, type=DequantizeLinear]; +"94 QuantizeLinear_relu_10_1" [id=94, type=QuantizeLinear]; +"95 DequantizeLinear_relu_10_1" [id=95, type=DequantizeLinear]; +"96 QuantizeLinear_relu_7_1" [id=96, type=QuantizeLinear]; +"97 DequantizeLinear_relu_7_1" [id=97, type=DequantizeLinear]; +"98 node_cat_1" [id=98, type=Concat]; +"99 QuantizeLinear_Mixed_5c.branch1x1.conv.weight_1" [id=99, type=QuantizeLinear]; +"100 DequantizeLinear_Mixed_5c.branch1x1.conv.weight_1" [id=100, type=DequantizeLinear]; +"101 node_Conv_1173" [id=101, type=Conv]; +"102 node_relu_12" [id=102, type=Relu]; +"103 QuantizeLinear_Mixed_5c.branch5x5_1.conv.weight_1" [id=103, type=QuantizeLinear]; +"104 DequantizeLinear_Mixed_5c.branch5x5_1.conv.weight_1" [id=104, type=DequantizeLinear]; +"105 node_Conv_1175" [id=105, type=Conv]; +"106 node_relu_13" [id=106, type=Relu]; +"107 QuantizeLinear_relu_13_1" [id=107, type=QuantizeLinear]; +"108 DequantizeLinear_relu_13_1" [id=108, type=DequantizeLinear]; +"109 QuantizeLinear_Mixed_5c.branch5x5_2.conv.weight_1" [id=109, type=QuantizeLinear]; +"110 DequantizeLinear_Mixed_5c.branch5x5_2.conv.weight_1" [id=110, type=DequantizeLinear]; +"111 node_Conv_1177" [id=111, type=Conv]; +"112 node_relu_14" [id=112, type=Relu]; +"113 QuantizeLinear_Mixed_5c.branch3x3dbl_1.conv.weight_1" [id=113, type=QuantizeLinear]; +"114 DequantizeLinear_Mixed_5c.branch3x3dbl_1.conv.weight_1" [id=114, type=DequantizeLinear]; +"115 node_Conv_1179" [id=115, type=Conv]; +"116 node_relu_15" [id=116, type=Relu]; +"117 QuantizeLinear_relu_15_1" [id=117, type=QuantizeLinear]; +"118 DequantizeLinear_relu_15_1" [id=118, type=DequantizeLinear]; +"119 QuantizeLinear_Mixed_5c.branch3x3dbl_2.conv.weight_1" [id=119, type=QuantizeLinear]; +"120 DequantizeLinear_Mixed_5c.branch3x3dbl_2.conv.weight_1" [id=120, type=DequantizeLinear]; +"121 node_Conv_1181" [id=121, type=Conv]; +"122 node_relu_16" [id=122, type=Relu]; +"123 QuantizeLinear_relu_16_1" [id=123, type=QuantizeLinear]; +"124 DequantizeLinear_relu_16_1" [id=124, type=DequantizeLinear]; +"125 QuantizeLinear_Mixed_5c.branch3x3dbl_3.conv.weight_1" [id=125, type=QuantizeLinear]; +"126 DequantizeLinear_Mixed_5c.branch3x3dbl_3.conv.weight_1" [id=126, type=DequantizeLinear]; +"127 node_Conv_1183" [id=127, type=Conv]; +"128 node_relu_17" [id=128, type=Relu]; +"129 node_avg_pool2d_1" [id=129, type=AveragePool]; +"130 QuantizeLinear_avg_pool2d_1_1" [id=130, type=QuantizeLinear]; +"131 DequantizeLinear_avg_pool2d_1_1" [id=131, type=DequantizeLinear]; +"132 QuantizeLinear_Mixed_5c.branch_pool.conv.weight_1" [id=132, type=QuantizeLinear]; +"133 DequantizeLinear_Mixed_5c.branch_pool.conv.weight_1" [id=133, type=DequantizeLinear]; +"134 node_Conv_1185" [id=134, type=Conv]; +"135 node_relu_18" [id=135, type=Relu]; +"136 QuantizeLinear_relu_12_1" [id=136, type=QuantizeLinear]; +"137 DequantizeLinear_relu_12_1" [id=137, type=DequantizeLinear]; +"138 QuantizeLinear_relu_14_1" [id=138, type=QuantizeLinear]; +"139 DequantizeLinear_relu_14_1" [id=139, type=DequantizeLinear]; +"140 QuantizeLinear_relu_17_1" [id=140, type=QuantizeLinear]; +"141 DequantizeLinear_relu_17_1" [id=141, type=DequantizeLinear]; +"142 QuantizeLinear_relu_18_1" [id=142, type=QuantizeLinear]; +"143 DequantizeLinear_relu_18_1" [id=143, type=DequantizeLinear]; +"144 node_cat_2" [id=144, type=Concat]; +"145 QuantizeLinear_Mixed_5d.branch1x1.conv.weight_1" [id=145, type=QuantizeLinear]; +"146 DequantizeLinear_Mixed_5d.branch1x1.conv.weight_1" [id=146, type=DequantizeLinear]; +"147 node_Conv_1187" [id=147, type=Conv]; +"148 node_relu_19" [id=148, type=Relu]; +"149 QuantizeLinear_Mixed_5d.branch5x5_1.conv.weight_1" [id=149, type=QuantizeLinear]; +"150 DequantizeLinear_Mixed_5d.branch5x5_1.conv.weight_1" [id=150, type=DequantizeLinear]; +"151 node_Conv_1189" [id=151, type=Conv]; +"152 node_relu_20" [id=152, type=Relu]; +"153 QuantizeLinear_relu_20_1" [id=153, type=QuantizeLinear]; +"154 DequantizeLinear_relu_20_1" [id=154, type=DequantizeLinear]; +"155 QuantizeLinear_Mixed_5d.branch5x5_2.conv.weight_1" [id=155, type=QuantizeLinear]; +"156 DequantizeLinear_Mixed_5d.branch5x5_2.conv.weight_1" [id=156, type=DequantizeLinear]; +"157 node_Conv_1191" [id=157, type=Conv]; +"158 node_relu_21" [id=158, type=Relu]; +"159 QuantizeLinear_Mixed_5d.branch3x3dbl_1.conv.weight_1" [id=159, type=QuantizeLinear]; +"160 DequantizeLinear_Mixed_5d.branch3x3dbl_1.conv.weight_1" [id=160, type=DequantizeLinear]; +"161 node_Conv_1193" [id=161, type=Conv]; +"162 node_relu_22" [id=162, type=Relu]; +"163 QuantizeLinear_relu_22_1" [id=163, type=QuantizeLinear]; +"164 DequantizeLinear_relu_22_1" [id=164, type=DequantizeLinear]; +"165 QuantizeLinear_Mixed_5d.branch3x3dbl_2.conv.weight_1" [id=165, type=QuantizeLinear]; +"166 DequantizeLinear_Mixed_5d.branch3x3dbl_2.conv.weight_1" [id=166, type=DequantizeLinear]; +"167 node_Conv_1195" [id=167, type=Conv]; +"168 node_relu_23" [id=168, type=Relu]; +"169 QuantizeLinear_relu_23_1" [id=169, type=QuantizeLinear]; +"170 DequantizeLinear_relu_23_1" [id=170, type=DequantizeLinear]; +"171 QuantizeLinear_Mixed_5d.branch3x3dbl_3.conv.weight_1" [id=171, type=QuantizeLinear]; +"172 DequantizeLinear_Mixed_5d.branch3x3dbl_3.conv.weight_1" [id=172, type=DequantizeLinear]; +"173 node_Conv_1197" [id=173, type=Conv]; +"174 node_relu_24" [id=174, type=Relu]; +"175 node_avg_pool2d_2" [id=175, type=AveragePool]; +"176 QuantizeLinear_avg_pool2d_2_1" [id=176, type=QuantizeLinear]; +"177 DequantizeLinear_avg_pool2d_2_1" [id=177, type=DequantizeLinear]; +"178 QuantizeLinear_Mixed_5d.branch_pool.conv.weight_1" [id=178, type=QuantizeLinear]; +"179 DequantizeLinear_Mixed_5d.branch_pool.conv.weight_1" [id=179, type=DequantizeLinear]; +"180 node_Conv_1199" [id=180, type=Conv]; +"181 node_relu_25" [id=181, type=Relu]; +"182 QuantizeLinear_relu_19_1" [id=182, type=QuantizeLinear]; +"183 DequantizeLinear_relu_19_1" [id=183, type=DequantizeLinear]; +"184 QuantizeLinear_relu_21_1" [id=184, type=QuantizeLinear]; +"185 DequantizeLinear_relu_21_1" [id=185, type=DequantizeLinear]; +"186 QuantizeLinear_relu_24_1" [id=186, type=QuantizeLinear]; +"187 DequantizeLinear_relu_24_1" [id=187, type=DequantizeLinear]; +"188 QuantizeLinear_relu_25_1" [id=188, type=QuantizeLinear]; +"189 DequantizeLinear_relu_25_1" [id=189, type=DequantizeLinear]; +"190 node_cat_3" [id=190, type=Concat]; +"191 QuantizeLinear_Mixed_6a.branch3x3.conv.weight_1" [id=191, type=QuantizeLinear]; +"192 DequantizeLinear_Mixed_6a.branch3x3.conv.weight_1" [id=192, type=DequantizeLinear]; +"193 node_Conv_1201" [id=193, type=Conv]; +"194 node_relu_26" [id=194, type=Relu]; +"195 QuantizeLinear_Mixed_6a.branch3x3dbl_1.conv.weight_1" [id=195, type=QuantizeLinear]; +"196 DequantizeLinear_Mixed_6a.branch3x3dbl_1.conv.weight_1" [id=196, type=DequantizeLinear]; +"197 node_Conv_1203" [id=197, type=Conv]; +"198 node_relu_27" [id=198, type=Relu]; +"199 QuantizeLinear_relu_27_1" [id=199, type=QuantizeLinear]; +"200 DequantizeLinear_relu_27_1" [id=200, type=DequantizeLinear]; +"201 QuantizeLinear_Mixed_6a.branch3x3dbl_2.conv.weight_1" [id=201, type=QuantizeLinear]; +"202 DequantizeLinear_Mixed_6a.branch3x3dbl_2.conv.weight_1" [id=202, type=DequantizeLinear]; +"203 node_Conv_1205" [id=203, type=Conv]; +"204 node_relu_28" [id=204, type=Relu]; +"205 QuantizeLinear_relu_28_1" [id=205, type=QuantizeLinear]; +"206 DequantizeLinear_relu_28_1" [id=206, type=DequantizeLinear]; +"207 QuantizeLinear_Mixed_6a.branch3x3dbl_3.conv.weight_1" [id=207, type=QuantizeLinear]; +"208 DequantizeLinear_Mixed_6a.branch3x3dbl_3.conv.weight_1" [id=208, type=DequantizeLinear]; +"209 node_Conv_1207" [id=209, type=Conv]; +"210 node_relu_29" [id=210, type=Relu]; +"211 node_max_pool2d_2" [id=211, type=MaxPool]; +"212 QuantizeLinear_relu_29_1" [id=212, type=QuantizeLinear]; +"213 DequantizeLinear_relu_29_1" [id=213, type=DequantizeLinear]; +"214 QuantizeLinear_relu_26_1" [id=214, type=QuantizeLinear]; +"215 DequantizeLinear_relu_26_1" [id=215, type=DequantizeLinear]; +"216 node_cat_4" [id=216, type=Concat]; +"217 QuantizeLinear_Mixed_6b.branch1x1.conv.weight_1" [id=217, type=QuantizeLinear]; +"218 DequantizeLinear_Mixed_6b.branch1x1.conv.weight_1" [id=218, type=DequantizeLinear]; +"219 node_Conv_1209" [id=219, type=Conv]; +"220 node_relu_30" [id=220, type=Relu]; +"221 QuantizeLinear_Mixed_6b.branch7x7_1.conv.weight_1" [id=221, type=QuantizeLinear]; +"222 DequantizeLinear_Mixed_6b.branch7x7_1.conv.weight_1" [id=222, type=DequantizeLinear]; +"223 node_Conv_1211" [id=223, type=Conv]; +"224 node_relu_31" [id=224, type=Relu]; +"225 QuantizeLinear_relu_31_1" [id=225, type=QuantizeLinear]; +"226 DequantizeLinear_relu_31_1" [id=226, type=DequantizeLinear]; +"227 QuantizeLinear_Mixed_6b.branch7x7_2.conv.weight_1" [id=227, type=QuantizeLinear]; +"228 DequantizeLinear_Mixed_6b.branch7x7_2.conv.weight_1" [id=228, type=DequantizeLinear]; +"229 node_Conv_1213" [id=229, type=Conv]; +"230 node_relu_32" [id=230, type=Relu]; +"231 QuantizeLinear_relu_32_1" [id=231, type=QuantizeLinear]; +"232 DequantizeLinear_relu_32_1" [id=232, type=DequantizeLinear]; +"233 QuantizeLinear_Mixed_6b.branch7x7_3.conv.weight_1" [id=233, type=QuantizeLinear]; +"234 DequantizeLinear_Mixed_6b.branch7x7_3.conv.weight_1" [id=234, type=DequantizeLinear]; +"235 node_Conv_1215" [id=235, type=Conv]; +"236 node_relu_33" [id=236, type=Relu]; +"237 QuantizeLinear_Mixed_6b.branch7x7dbl_1.conv.weight_1" [id=237, type=QuantizeLinear]; +"238 DequantizeLinear_Mixed_6b.branch7x7dbl_1.conv.weight_1" [id=238, type=DequantizeLinear]; +"239 node_Conv_1217" [id=239, type=Conv]; +"240 node_relu_34" [id=240, type=Relu]; +"241 QuantizeLinear_relu_34_1" [id=241, type=QuantizeLinear]; +"242 DequantizeLinear_relu_34_1" [id=242, type=DequantizeLinear]; +"243 QuantizeLinear_Mixed_6b.branch7x7dbl_2.conv.weight_1" [id=243, type=QuantizeLinear]; +"244 DequantizeLinear_Mixed_6b.branch7x7dbl_2.conv.weight_1" [id=244, type=DequantizeLinear]; +"245 node_Conv_1219" [id=245, type=Conv]; +"246 node_relu_35" [id=246, type=Relu]; +"247 QuantizeLinear_relu_35_1" [id=247, type=QuantizeLinear]; +"248 DequantizeLinear_relu_35_1" [id=248, type=DequantizeLinear]; +"249 QuantizeLinear_Mixed_6b.branch7x7dbl_3.conv.weight_1" [id=249, type=QuantizeLinear]; +"250 DequantizeLinear_Mixed_6b.branch7x7dbl_3.conv.weight_1" [id=250, type=DequantizeLinear]; +"251 node_Conv_1221" [id=251, type=Conv]; +"252 node_relu_36" [id=252, type=Relu]; +"253 QuantizeLinear_relu_36_1" [id=253, type=QuantizeLinear]; +"254 DequantizeLinear_relu_36_1" [id=254, type=DequantizeLinear]; +"255 QuantizeLinear_Mixed_6b.branch7x7dbl_4.conv.weight_1" [id=255, type=QuantizeLinear]; +"256 DequantizeLinear_Mixed_6b.branch7x7dbl_4.conv.weight_1" [id=256, type=DequantizeLinear]; +"257 node_Conv_1223" [id=257, type=Conv]; +"258 node_relu_37" [id=258, type=Relu]; +"259 QuantizeLinear_relu_37_1" [id=259, type=QuantizeLinear]; +"260 DequantizeLinear_relu_37_1" [id=260, type=DequantizeLinear]; +"261 QuantizeLinear_Mixed_6b.branch7x7dbl_5.conv.weight_1" [id=261, type=QuantizeLinear]; +"262 DequantizeLinear_Mixed_6b.branch7x7dbl_5.conv.weight_1" [id=262, type=DequantizeLinear]; +"263 node_Conv_1225" [id=263, type=Conv]; +"264 node_relu_38" [id=264, type=Relu]; +"265 node_avg_pool2d_3" [id=265, type=AveragePool]; +"266 QuantizeLinear_avg_pool2d_3_1" [id=266, type=QuantizeLinear]; +"267 DequantizeLinear_avg_pool2d_3_1" [id=267, type=DequantizeLinear]; +"268 QuantizeLinear_Mixed_6b.branch_pool.conv.weight_1" [id=268, type=QuantizeLinear]; +"269 DequantizeLinear_Mixed_6b.branch_pool.conv.weight_1" [id=269, type=DequantizeLinear]; +"270 node_Conv_1227" [id=270, type=Conv]; +"271 node_relu_39" [id=271, type=Relu]; +"272 QuantizeLinear_relu_38_1" [id=272, type=QuantizeLinear]; +"273 DequantizeLinear_relu_38_1" [id=273, type=DequantizeLinear]; +"274 QuantizeLinear_relu_39_1" [id=274, type=QuantizeLinear]; +"275 DequantizeLinear_relu_39_1" [id=275, type=DequantizeLinear]; +"276 QuantizeLinear_relu_30_1" [id=276, type=QuantizeLinear]; +"277 DequantizeLinear_relu_30_1" [id=277, type=DequantizeLinear]; +"278 QuantizeLinear_relu_33_1" [id=278, type=QuantizeLinear]; +"279 DequantizeLinear_relu_33_1" [id=279, type=DequantizeLinear]; +"280 node_cat_5" [id=280, type=Concat]; +"281 QuantizeLinear_Mixed_6c.branch1x1.conv.weight_1" [id=281, type=QuantizeLinear]; +"282 DequantizeLinear_Mixed_6c.branch1x1.conv.weight_1" [id=282, type=DequantizeLinear]; +"283 node_Conv_1229" [id=283, type=Conv]; +"284 node_relu_40" [id=284, type=Relu]; +"285 QuantizeLinear_Mixed_6c.branch7x7_1.conv.weight_1" [id=285, type=QuantizeLinear]; +"286 DequantizeLinear_Mixed_6c.branch7x7_1.conv.weight_1" [id=286, type=DequantizeLinear]; +"287 node_Conv_1231" [id=287, type=Conv]; +"288 node_relu_41" [id=288, type=Relu]; +"289 QuantizeLinear_relu_41_1" [id=289, type=QuantizeLinear]; +"290 DequantizeLinear_relu_41_1" [id=290, type=DequantizeLinear]; +"291 QuantizeLinear_Mixed_6c.branch7x7_2.conv.weight_1" [id=291, type=QuantizeLinear]; +"292 DequantizeLinear_Mixed_6c.branch7x7_2.conv.weight_1" [id=292, type=DequantizeLinear]; +"293 node_Conv_1233" [id=293, type=Conv]; +"294 node_relu_42" [id=294, type=Relu]; +"295 QuantizeLinear_relu_42_1" [id=295, type=QuantizeLinear]; +"296 DequantizeLinear_relu_42_1" [id=296, type=DequantizeLinear]; +"297 QuantizeLinear_Mixed_6c.branch7x7_3.conv.weight_1" [id=297, type=QuantizeLinear]; +"298 DequantizeLinear_Mixed_6c.branch7x7_3.conv.weight_1" [id=298, type=DequantizeLinear]; +"299 node_Conv_1235" [id=299, type=Conv]; +"300 node_relu_43" [id=300, type=Relu]; +"301 QuantizeLinear_Mixed_6c.branch7x7dbl_1.conv.weight_1" [id=301, type=QuantizeLinear]; +"302 DequantizeLinear_Mixed_6c.branch7x7dbl_1.conv.weight_1" [id=302, type=DequantizeLinear]; +"303 node_Conv_1237" [id=303, type=Conv]; +"304 node_relu_44" [id=304, type=Relu]; +"305 QuantizeLinear_relu_44_1" [id=305, type=QuantizeLinear]; +"306 DequantizeLinear_relu_44_1" [id=306, type=DequantizeLinear]; +"307 QuantizeLinear_Mixed_6c.branch7x7dbl_2.conv.weight_1" [id=307, type=QuantizeLinear]; +"308 DequantizeLinear_Mixed_6c.branch7x7dbl_2.conv.weight_1" [id=308, type=DequantizeLinear]; +"309 node_Conv_1239" [id=309, type=Conv]; +"310 node_relu_45" [id=310, type=Relu]; +"311 QuantizeLinear_relu_45_1" [id=311, type=QuantizeLinear]; +"312 DequantizeLinear_relu_45_1" [id=312, type=DequantizeLinear]; +"313 QuantizeLinear_Mixed_6c.branch7x7dbl_3.conv.weight_1" [id=313, type=QuantizeLinear]; +"314 DequantizeLinear_Mixed_6c.branch7x7dbl_3.conv.weight_1" [id=314, type=DequantizeLinear]; +"315 node_Conv_1241" [id=315, type=Conv]; +"316 node_relu_46" [id=316, type=Relu]; +"317 QuantizeLinear_relu_46_1" [id=317, type=QuantizeLinear]; +"318 DequantizeLinear_relu_46_1" [id=318, type=DequantizeLinear]; +"319 QuantizeLinear_Mixed_6c.branch7x7dbl_4.conv.weight_1" [id=319, type=QuantizeLinear]; +"320 DequantizeLinear_Mixed_6c.branch7x7dbl_4.conv.weight_1" [id=320, type=DequantizeLinear]; +"321 node_Conv_1243" [id=321, type=Conv]; +"322 node_relu_47" [id=322, type=Relu]; +"323 QuantizeLinear_relu_47_1" [id=323, type=QuantizeLinear]; +"324 DequantizeLinear_relu_47_1" [id=324, type=DequantizeLinear]; +"325 QuantizeLinear_Mixed_6c.branch7x7dbl_5.conv.weight_1" [id=325, type=QuantizeLinear]; +"326 DequantizeLinear_Mixed_6c.branch7x7dbl_5.conv.weight_1" [id=326, type=DequantizeLinear]; +"327 node_Conv_1245" [id=327, type=Conv]; +"328 node_relu_48" [id=328, type=Relu]; +"329 node_avg_pool2d_4" [id=329, type=AveragePool]; +"330 QuantizeLinear_avg_pool2d_4_1" [id=330, type=QuantizeLinear]; +"331 DequantizeLinear_avg_pool2d_4_1" [id=331, type=DequantizeLinear]; +"332 QuantizeLinear_Mixed_6c.branch_pool.conv.weight_1" [id=332, type=QuantizeLinear]; +"333 DequantizeLinear_Mixed_6c.branch_pool.conv.weight_1" [id=333, type=DequantizeLinear]; +"334 node_Conv_1247" [id=334, type=Conv]; +"335 node_relu_49" [id=335, type=Relu]; +"336 QuantizeLinear_relu_40_1" [id=336, type=QuantizeLinear]; +"337 DequantizeLinear_relu_40_1" [id=337, type=DequantizeLinear]; +"338 QuantizeLinear_relu_43_1" [id=338, type=QuantizeLinear]; +"339 DequantizeLinear_relu_43_1" [id=339, type=DequantizeLinear]; +"340 QuantizeLinear_relu_48_1" [id=340, type=QuantizeLinear]; +"341 DequantizeLinear_relu_48_1" [id=341, type=DequantizeLinear]; +"342 QuantizeLinear_relu_49_1" [id=342, type=QuantizeLinear]; +"343 DequantizeLinear_relu_49_1" [id=343, type=DequantizeLinear]; +"344 node_cat_6" [id=344, type=Concat]; +"345 QuantizeLinear_Mixed_6d.branch1x1.conv.weight_1" [id=345, type=QuantizeLinear]; +"346 DequantizeLinear_Mixed_6d.branch1x1.conv.weight_1" [id=346, type=DequantizeLinear]; +"347 node_Conv_1249" [id=347, type=Conv]; +"348 node_relu_50" [id=348, type=Relu]; +"349 QuantizeLinear_Mixed_6d.branch7x7_1.conv.weight_1" [id=349, type=QuantizeLinear]; +"350 DequantizeLinear_Mixed_6d.branch7x7_1.conv.weight_1" [id=350, type=DequantizeLinear]; +"351 node_Conv_1251" [id=351, type=Conv]; +"352 node_relu_51" [id=352, type=Relu]; +"353 QuantizeLinear_relu_51_1" [id=353, type=QuantizeLinear]; +"354 DequantizeLinear_relu_51_1" [id=354, type=DequantizeLinear]; +"355 QuantizeLinear_Mixed_6d.branch7x7_2.conv.weight_1" [id=355, type=QuantizeLinear]; +"356 DequantizeLinear_Mixed_6d.branch7x7_2.conv.weight_1" [id=356, type=DequantizeLinear]; +"357 node_Conv_1253" [id=357, type=Conv]; +"358 node_relu_52" [id=358, type=Relu]; +"359 QuantizeLinear_relu_52_1" [id=359, type=QuantizeLinear]; +"360 DequantizeLinear_relu_52_1" [id=360, type=DequantizeLinear]; +"361 QuantizeLinear_Mixed_6d.branch7x7_3.conv.weight_1" [id=361, type=QuantizeLinear]; +"362 DequantizeLinear_Mixed_6d.branch7x7_3.conv.weight_1" [id=362, type=DequantizeLinear]; +"363 node_Conv_1255" [id=363, type=Conv]; +"364 node_relu_53" [id=364, type=Relu]; +"365 QuantizeLinear_Mixed_6d.branch7x7dbl_1.conv.weight_1" [id=365, type=QuantizeLinear]; +"366 DequantizeLinear_Mixed_6d.branch7x7dbl_1.conv.weight_1" [id=366, type=DequantizeLinear]; +"367 node_Conv_1257" [id=367, type=Conv]; +"368 node_relu_54" [id=368, type=Relu]; +"369 QuantizeLinear_relu_54_1" [id=369, type=QuantizeLinear]; +"370 DequantizeLinear_relu_54_1" [id=370, type=DequantizeLinear]; +"371 QuantizeLinear_Mixed_6d.branch7x7dbl_2.conv.weight_1" [id=371, type=QuantizeLinear]; +"372 DequantizeLinear_Mixed_6d.branch7x7dbl_2.conv.weight_1" [id=372, type=DequantizeLinear]; +"373 node_Conv_1259" [id=373, type=Conv]; +"374 node_relu_55" [id=374, type=Relu]; +"375 QuantizeLinear_relu_55_1" [id=375, type=QuantizeLinear]; +"376 DequantizeLinear_relu_55_1" [id=376, type=DequantizeLinear]; +"377 QuantizeLinear_Mixed_6d.branch7x7dbl_3.conv.weight_1" [id=377, type=QuantizeLinear]; +"378 DequantizeLinear_Mixed_6d.branch7x7dbl_3.conv.weight_1" [id=378, type=DequantizeLinear]; +"379 node_Conv_1261" [id=379, type=Conv]; +"380 node_relu_56" [id=380, type=Relu]; +"381 QuantizeLinear_relu_56_1" [id=381, type=QuantizeLinear]; +"382 DequantizeLinear_relu_56_1" [id=382, type=DequantizeLinear]; +"383 QuantizeLinear_Mixed_6d.branch7x7dbl_4.conv.weight_1" [id=383, type=QuantizeLinear]; +"384 DequantizeLinear_Mixed_6d.branch7x7dbl_4.conv.weight_1" [id=384, type=DequantizeLinear]; +"385 node_Conv_1263" [id=385, type=Conv]; +"386 node_relu_57" [id=386, type=Relu]; +"387 QuantizeLinear_relu_57_1" [id=387, type=QuantizeLinear]; +"388 DequantizeLinear_relu_57_1" [id=388, type=DequantizeLinear]; +"389 QuantizeLinear_Mixed_6d.branch7x7dbl_5.conv.weight_1" [id=389, type=QuantizeLinear]; +"390 DequantizeLinear_Mixed_6d.branch7x7dbl_5.conv.weight_1" [id=390, type=DequantizeLinear]; +"391 node_Conv_1265" [id=391, type=Conv]; +"392 node_relu_58" [id=392, type=Relu]; +"393 node_avg_pool2d_5" [id=393, type=AveragePool]; +"394 QuantizeLinear_avg_pool2d_5_1" [id=394, type=QuantizeLinear]; +"395 DequantizeLinear_avg_pool2d_5_1" [id=395, type=DequantizeLinear]; +"396 QuantizeLinear_Mixed_6d.branch_pool.conv.weight_1" [id=396, type=QuantizeLinear]; +"397 DequantizeLinear_Mixed_6d.branch_pool.conv.weight_1" [id=397, type=DequantizeLinear]; +"398 node_Conv_1267" [id=398, type=Conv]; +"399 node_relu_59" [id=399, type=Relu]; +"400 QuantizeLinear_relu_50_1" [id=400, type=QuantizeLinear]; +"401 DequantizeLinear_relu_50_1" [id=401, type=DequantizeLinear]; +"402 QuantizeLinear_relu_53_1" [id=402, type=QuantizeLinear]; +"403 DequantizeLinear_relu_53_1" [id=403, type=DequantizeLinear]; +"404 QuantizeLinear_relu_58_1" [id=404, type=QuantizeLinear]; +"405 DequantizeLinear_relu_58_1" [id=405, type=DequantizeLinear]; +"406 QuantizeLinear_relu_59_1" [id=406, type=QuantizeLinear]; +"407 DequantizeLinear_relu_59_1" [id=407, type=DequantizeLinear]; +"408 node_cat_7" [id=408, type=Concat]; +"409 QuantizeLinear_Mixed_6e.branch1x1.conv.weight_1" [id=409, type=QuantizeLinear]; +"410 DequantizeLinear_Mixed_6e.branch1x1.conv.weight_1" [id=410, type=DequantizeLinear]; +"411 node_Conv_1269" [id=411, type=Conv]; +"412 node_relu_60" [id=412, type=Relu]; +"413 QuantizeLinear_Mixed_6e.branch7x7_1.conv.weight_1" [id=413, type=QuantizeLinear]; +"414 DequantizeLinear_Mixed_6e.branch7x7_1.conv.weight_1" [id=414, type=DequantizeLinear]; +"415 node_Conv_1271" [id=415, type=Conv]; +"416 node_relu_61" [id=416, type=Relu]; +"417 QuantizeLinear_relu_61_1" [id=417, type=QuantizeLinear]; +"418 DequantizeLinear_relu_61_1" [id=418, type=DequantizeLinear]; +"419 QuantizeLinear_Mixed_6e.branch7x7_2.conv.weight_1" [id=419, type=QuantizeLinear]; +"420 DequantizeLinear_Mixed_6e.branch7x7_2.conv.weight_1" [id=420, type=DequantizeLinear]; +"421 node_Conv_1273" [id=421, type=Conv]; +"422 node_relu_62" [id=422, type=Relu]; +"423 QuantizeLinear_relu_62_1" [id=423, type=QuantizeLinear]; +"424 DequantizeLinear_relu_62_1" [id=424, type=DequantizeLinear]; +"425 QuantizeLinear_Mixed_6e.branch7x7_3.conv.weight_1" [id=425, type=QuantizeLinear]; +"426 DequantizeLinear_Mixed_6e.branch7x7_3.conv.weight_1" [id=426, type=DequantizeLinear]; +"427 node_Conv_1275" [id=427, type=Conv]; +"428 node_relu_63" [id=428, type=Relu]; +"429 QuantizeLinear_Mixed_6e.branch7x7dbl_1.conv.weight_1" [id=429, type=QuantizeLinear]; +"430 DequantizeLinear_Mixed_6e.branch7x7dbl_1.conv.weight_1" [id=430, type=DequantizeLinear]; +"431 node_Conv_1277" [id=431, type=Conv]; +"432 node_relu_64" [id=432, type=Relu]; +"433 QuantizeLinear_relu_64_1" [id=433, type=QuantizeLinear]; +"434 DequantizeLinear_relu_64_1" [id=434, type=DequantizeLinear]; +"435 QuantizeLinear_Mixed_6e.branch7x7dbl_2.conv.weight_1" [id=435, type=QuantizeLinear]; +"436 DequantizeLinear_Mixed_6e.branch7x7dbl_2.conv.weight_1" [id=436, type=DequantizeLinear]; +"437 node_Conv_1279" [id=437, type=Conv]; +"438 node_relu_65" [id=438, type=Relu]; +"439 QuantizeLinear_relu_65_1" [id=439, type=QuantizeLinear]; +"440 DequantizeLinear_relu_65_1" [id=440, type=DequantizeLinear]; +"441 QuantizeLinear_Mixed_6e.branch7x7dbl_3.conv.weight_1" [id=441, type=QuantizeLinear]; +"442 DequantizeLinear_Mixed_6e.branch7x7dbl_3.conv.weight_1" [id=442, type=DequantizeLinear]; +"443 node_Conv_1281" [id=443, type=Conv]; +"444 node_relu_66" [id=444, type=Relu]; +"445 QuantizeLinear_relu_66_1" [id=445, type=QuantizeLinear]; +"446 DequantizeLinear_relu_66_1" [id=446, type=DequantizeLinear]; +"447 QuantizeLinear_Mixed_6e.branch7x7dbl_4.conv.weight_1" [id=447, type=QuantizeLinear]; +"448 DequantizeLinear_Mixed_6e.branch7x7dbl_4.conv.weight_1" [id=448, type=DequantizeLinear]; +"449 node_Conv_1283" [id=449, type=Conv]; +"450 node_relu_67" [id=450, type=Relu]; +"451 QuantizeLinear_relu_67_1" [id=451, type=QuantizeLinear]; +"452 DequantizeLinear_relu_67_1" [id=452, type=DequantizeLinear]; +"453 QuantizeLinear_Mixed_6e.branch7x7dbl_5.conv.weight_1" [id=453, type=QuantizeLinear]; +"454 DequantizeLinear_Mixed_6e.branch7x7dbl_5.conv.weight_1" [id=454, type=DequantizeLinear]; +"455 node_Conv_1285" [id=455, type=Conv]; +"456 node_relu_68" [id=456, type=Relu]; +"457 node_avg_pool2d_6" [id=457, type=AveragePool]; +"458 QuantizeLinear_avg_pool2d_6_1" [id=458, type=QuantizeLinear]; +"459 DequantizeLinear_avg_pool2d_6_1" [id=459, type=DequantizeLinear]; +"460 QuantizeLinear_Mixed_6e.branch_pool.conv.weight_1" [id=460, type=QuantizeLinear]; +"461 DequantizeLinear_Mixed_6e.branch_pool.conv.weight_1" [id=461, type=DequantizeLinear]; +"462 node_Conv_1287" [id=462, type=Conv]; +"463 node_relu_69" [id=463, type=Relu]; +"464 QuantizeLinear_relu_68_1" [id=464, type=QuantizeLinear]; +"465 DequantizeLinear_relu_68_1" [id=465, type=DequantizeLinear]; +"466 QuantizeLinear_relu_69_1" [id=466, type=QuantizeLinear]; +"467 DequantizeLinear_relu_69_1" [id=467, type=DequantizeLinear]; +"468 QuantizeLinear_relu_60_1" [id=468, type=QuantizeLinear]; +"469 DequantizeLinear_relu_60_1" [id=469, type=DequantizeLinear]; +"470 QuantizeLinear_relu_63_1" [id=470, type=QuantizeLinear]; +"471 DequantizeLinear_relu_63_1" [id=471, type=DequantizeLinear]; +"472 node_cat_8" [id=472, type=Concat]; +"473 QuantizeLinear_Mixed_7a.branch3x3_1.conv.weight_1" [id=473, type=QuantizeLinear]; +"474 DequantizeLinear_Mixed_7a.branch3x3_1.conv.weight_1" [id=474, type=DequantizeLinear]; +"475 node_Conv_1289" [id=475, type=Conv]; +"476 node_relu_70" [id=476, type=Relu]; +"477 QuantizeLinear_relu_70_1" [id=477, type=QuantizeLinear]; +"478 DequantizeLinear_relu_70_1" [id=478, type=DequantizeLinear]; +"479 QuantizeLinear_Mixed_7a.branch3x3_2.conv.weight_1" [id=479, type=QuantizeLinear]; +"480 DequantizeLinear_Mixed_7a.branch3x3_2.conv.weight_1" [id=480, type=DequantizeLinear]; +"481 node_Conv_1291" [id=481, type=Conv]; +"482 node_relu_71" [id=482, type=Relu]; +"483 QuantizeLinear_Mixed_7a.branch7x7x3_1.conv.weight_1" [id=483, type=QuantizeLinear]; +"484 DequantizeLinear_Mixed_7a.branch7x7x3_1.conv.weight_1" [id=484, type=DequantizeLinear]; +"485 node_Conv_1293" [id=485, type=Conv]; +"486 node_relu_72" [id=486, type=Relu]; +"487 QuantizeLinear_relu_72_1" [id=487, type=QuantizeLinear]; +"488 DequantizeLinear_relu_72_1" [id=488, type=DequantizeLinear]; +"489 QuantizeLinear_Mixed_7a.branch7x7x3_2.conv.weight_1" [id=489, type=QuantizeLinear]; +"490 DequantizeLinear_Mixed_7a.branch7x7x3_2.conv.weight_1" [id=490, type=DequantizeLinear]; +"491 node_Conv_1295" [id=491, type=Conv]; +"492 node_relu_73" [id=492, type=Relu]; +"493 QuantizeLinear_relu_73_1" [id=493, type=QuantizeLinear]; +"494 DequantizeLinear_relu_73_1" [id=494, type=DequantizeLinear]; +"495 QuantizeLinear_Mixed_7a.branch7x7x3_3.conv.weight_1" [id=495, type=QuantizeLinear]; +"496 DequantizeLinear_Mixed_7a.branch7x7x3_3.conv.weight_1" [id=496, type=DequantizeLinear]; +"497 node_Conv_1297" [id=497, type=Conv]; +"498 node_relu_74" [id=498, type=Relu]; +"499 QuantizeLinear_relu_74_1" [id=499, type=QuantizeLinear]; +"500 DequantizeLinear_relu_74_1" [id=500, type=DequantizeLinear]; +"501 QuantizeLinear_Mixed_7a.branch7x7x3_4.conv.weight_1" [id=501, type=QuantizeLinear]; +"502 DequantizeLinear_Mixed_7a.branch7x7x3_4.conv.weight_1" [id=502, type=DequantizeLinear]; +"503 node_Conv_1299" [id=503, type=Conv]; +"504 node_relu_75" [id=504, type=Relu]; +"505 node_max_pool2d_3" [id=505, type=MaxPool]; +"506 QuantizeLinear_relu_75_1" [id=506, type=QuantizeLinear]; +"507 DequantizeLinear_relu_75_1" 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-> "634 node_view" [style=solid, label="[1, 2048, 1, 1]"]; +"634 node_view" -> "637 node_linear" [style=solid, label="[1, 2048]"]; +"635 QuantizeLinear_fc.weight_1" -> "636 DequantizeLinear_fc.weight_1" [style=dashed, label="[1000, 2048]"]; +"636 DequantizeLinear_fc.weight_1" -> "637 node_linear" [style=solid, label="[1000, 2048]"]; +"637 node_linear" -> "639 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"638 nncf_model_input_0" -> "0 QuantizeLinear_x_1" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/quantization/mnasnet0_5.dot b/tests/onnx/data/reference_graphs/quantization/mnasnet0_5.dot index aebd11598c4..9d1dcebf217 100644 --- a/tests/onnx/data/reference_graphs/quantization/mnasnet0_5.dot +++ b/tests/onnx/data/reference_graphs/quantization/mnasnet0_5.dot @@ -1,681 +1,681 @@ -strict digraph { -"0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; -"1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_467_1" [id=2, label="2 QuantizeLinear_onnx::Conv_467_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_467_1" [id=3, label="3 DequantizeLinear_onnx::Conv_467_1", type=DequantizeLinear]; -"4 /layers/layers.0/Conv" [id=4, type=Conv]; -"5 /layers/layers.2/Relu" [id=5, type=Relu]; -"6 QuantizeLinear_/layers/layers.2/Relu_output_0_1" [id=6, type=QuantizeLinear]; -"7 DequantizeLinear_/layers/layers.2/Relu_output_0_1" [id=7, type=DequantizeLinear]; -"8 QuantizeLinear_onnx^^Conv_470_1" [id=8, label="8 QuantizeLinear_onnx::Conv_470_1", type=QuantizeLinear]; -"9 DequantizeLinear_onnx^^Conv_470_1" [id=9, label="9 DequantizeLinear_onnx::Conv_470_1", type=DequantizeLinear]; -"10 /layers/layers.3/Conv" [id=10, type=Conv]; -"11 /layers/layers.5/Relu" [id=11, type=Relu]; -"12 QuantizeLinear_/layers/layers.5/Relu_output_0_1" [id=12, type=QuantizeLinear]; -"13 DequantizeLinear_/layers/layers.5/Relu_output_0_1" [id=13, type=DequantizeLinear]; -"14 QuantizeLinear_onnx^^Conv_473_1" [id=14, label="14 QuantizeLinear_onnx::Conv_473_1", type=QuantizeLinear]; -"15 DequantizeLinear_onnx^^Conv_473_1" [id=15, label="15 DequantizeLinear_onnx::Conv_473_1", type=DequantizeLinear]; -"16 /layers/layers.6/Conv" [id=16, type=Conv]; -"17 QuantizeLinear_/layers/layers.6/Conv_output_0_1" [id=17, type=QuantizeLinear]; -"18 DequantizeLinear_/layers/layers.6/Conv_output_0_1" [id=18, type=DequantizeLinear]; -"19 QuantizeLinear_onnx^^Conv_476_1" [id=19, label="19 QuantizeLinear_onnx::Conv_476_1", type=QuantizeLinear]; -"20 DequantizeLinear_onnx^^Conv_476_1" [id=20, label="20 DequantizeLinear_onnx::Conv_476_1", type=DequantizeLinear]; -"21 /layers/layers.8/layers.8.0/layers/layers.0/Conv" [id=21, type=Conv]; -"22 /layers/layers.8/layers.8.0/layers/layers.2/Relu" [id=22, type=Relu]; -"23 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.2/Relu_output_0_1" [id=23, type=QuantizeLinear]; -"24 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.2/Relu_output_0_1" [id=24, type=DequantizeLinear]; -"25 QuantizeLinear_onnx^^Conv_479_1" [id=25, label="25 QuantizeLinear_onnx::Conv_479_1", type=QuantizeLinear]; -"26 DequantizeLinear_onnx^^Conv_479_1" [id=26, label="26 DequantizeLinear_onnx::Conv_479_1", type=DequantizeLinear]; -"27 /layers/layers.8/layers.8.0/layers/layers.3/Conv" [id=27, type=Conv]; -"28 /layers/layers.8/layers.8.0/layers/layers.5/Relu" [id=28, type=Relu]; -"29 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.5/Relu_output_0_1" [id=29, type=QuantizeLinear]; -"30 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.5/Relu_output_0_1" [id=30, type=DequantizeLinear]; -"31 QuantizeLinear_onnx^^Conv_482_1" [id=31, label="31 QuantizeLinear_onnx::Conv_482_1", type=QuantizeLinear]; -"32 DequantizeLinear_onnx^^Conv_482_1" [id=32, label="32 DequantizeLinear_onnx::Conv_482_1", type=DequantizeLinear]; -"33 /layers/layers.8/layers.8.0/layers/layers.6/Conv" [id=33, type=Conv]; -"34 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.6/Conv_output_0_1" [id=34, type=QuantizeLinear]; -"35 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.6/Conv_output_0_1" [id=35, type=DequantizeLinear]; -"36 QuantizeLinear_onnx^^Conv_485_1" [id=36, label="36 QuantizeLinear_onnx::Conv_485_1", type=QuantizeLinear]; -"37 DequantizeLinear_onnx^^Conv_485_1" [id=37, label="37 DequantizeLinear_onnx::Conv_485_1", type=DequantizeLinear]; -"38 /layers/layers.8/layers.8.1/layers/layers.0/Conv" [id=38, type=Conv]; -"39 /layers/layers.8/layers.8.1/layers/layers.2/Relu" [id=39, type=Relu]; -"40 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.2/Relu_output_0_1" [id=40, type=QuantizeLinear]; -"41 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.2/Relu_output_0_1" [id=41, type=DequantizeLinear]; -"42 QuantizeLinear_onnx^^Conv_488_1" [id=42, label="42 QuantizeLinear_onnx::Conv_488_1", type=QuantizeLinear]; -"43 DequantizeLinear_onnx^^Conv_488_1" [id=43, label="43 DequantizeLinear_onnx::Conv_488_1", type=DequantizeLinear]; -"44 /layers/layers.8/layers.8.1/layers/layers.3/Conv" [id=44, type=Conv]; -"45 /layers/layers.8/layers.8.1/layers/layers.5/Relu" [id=45, type=Relu]; -"46 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.5/Relu_output_0_1" [id=46, type=QuantizeLinear]; -"47 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.5/Relu_output_0_1" [id=47, type=DequantizeLinear]; -"48 QuantizeLinear_onnx^^Conv_491_1" [id=48, label="48 QuantizeLinear_onnx::Conv_491_1", type=QuantizeLinear]; -"49 DequantizeLinear_onnx^^Conv_491_1" [id=49, label="49 DequantizeLinear_onnx::Conv_491_1", type=DequantizeLinear]; -"50 /layers/layers.8/layers.8.1/layers/layers.6/Conv" [id=50, type=Conv]; -"51 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.6/Conv_output_0_1" [id=51, type=QuantizeLinear]; -"52 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.6/Conv_output_0_1" [id=52, type=DequantizeLinear]; -"53 /layers/layers.8/layers.8.1/Add" [id=53, type=Add]; -"54 QuantizeLinear_/layers/layers.8/layers.8.1/Add_output_0_1" [id=54, type=QuantizeLinear]; -"55 DequantizeLinear_/layers/layers.8/layers.8.1/Add_output_0_1" [id=55, type=DequantizeLinear]; -"56 QuantizeLinear_onnx^^Conv_494_1" [id=56, label="56 QuantizeLinear_onnx::Conv_494_1", type=QuantizeLinear]; -"57 DequantizeLinear_onnx^^Conv_494_1" [id=57, label="57 DequantizeLinear_onnx::Conv_494_1", type=DequantizeLinear]; -"58 /layers/layers.8/layers.8.2/layers/layers.0/Conv" [id=58, type=Conv]; -"59 /layers/layers.8/layers.8.2/layers/layers.2/Relu" [id=59, type=Relu]; -"60 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.2/Relu_output_0_1" [id=60, type=QuantizeLinear]; -"61 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.2/Relu_output_0_1" [id=61, type=DequantizeLinear]; -"62 QuantizeLinear_onnx^^Conv_497_1" [id=62, label="62 QuantizeLinear_onnx::Conv_497_1", type=QuantizeLinear]; -"63 DequantizeLinear_onnx^^Conv_497_1" [id=63, label="63 DequantizeLinear_onnx::Conv_497_1", type=DequantizeLinear]; -"64 /layers/layers.8/layers.8.2/layers/layers.3/Conv" [id=64, type=Conv]; -"65 /layers/layers.8/layers.8.2/layers/layers.5/Relu" [id=65, type=Relu]; -"66 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.5/Relu_output_0_1" [id=66, type=QuantizeLinear]; -"67 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.5/Relu_output_0_1" [id=67, type=DequantizeLinear]; -"68 QuantizeLinear_onnx^^Conv_500_1" [id=68, label="68 QuantizeLinear_onnx::Conv_500_1", type=QuantizeLinear]; -"69 DequantizeLinear_onnx^^Conv_500_1" [id=69, label="69 DequantizeLinear_onnx::Conv_500_1", type=DequantizeLinear]; -"70 /layers/layers.8/layers.8.2/layers/layers.6/Conv" [id=70, type=Conv]; -"71 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.6/Conv_output_0_1" [id=71, type=QuantizeLinear]; -"72 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.6/Conv_output_0_1" [id=72, type=DequantizeLinear]; -"73 /layers/layers.8/layers.8.2/Add" [id=73, type=Add]; -"74 QuantizeLinear_/layers/layers.8/layers.8.2/Add_output_0_1" [id=74, type=QuantizeLinear]; -"75 DequantizeLinear_/layers/layers.8/layers.8.2/Add_output_0_1" [id=75, type=DequantizeLinear]; -"76 QuantizeLinear_onnx^^Conv_503_1" [id=76, label="76 QuantizeLinear_onnx::Conv_503_1", type=QuantizeLinear]; -"77 DequantizeLinear_onnx^^Conv_503_1" [id=77, label="77 DequantizeLinear_onnx::Conv_503_1", type=DequantizeLinear]; -"78 /layers/layers.9/layers.9.0/layers/layers.0/Conv" [id=78, type=Conv]; -"79 /layers/layers.9/layers.9.0/layers/layers.2/Relu" [id=79, type=Relu]; -"80 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.2/Relu_output_0_1" [id=80, type=QuantizeLinear]; -"81 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.2/Relu_output_0_1" [id=81, type=DequantizeLinear]; -"82 QuantizeLinear_onnx^^Conv_506_1" [id=82, label="82 QuantizeLinear_onnx::Conv_506_1", type=QuantizeLinear]; -"83 DequantizeLinear_onnx^^Conv_506_1" [id=83, label="83 DequantizeLinear_onnx::Conv_506_1", type=DequantizeLinear]; -"84 /layers/layers.9/layers.9.0/layers/layers.3/Conv" [id=84, type=Conv]; -"85 /layers/layers.9/layers.9.0/layers/layers.5/Relu" [id=85, type=Relu]; -"86 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.5/Relu_output_0_1" [id=86, type=QuantizeLinear]; -"87 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.5/Relu_output_0_1" [id=87, type=DequantizeLinear]; -"88 QuantizeLinear_onnx^^Conv_509_1" [id=88, label="88 QuantizeLinear_onnx::Conv_509_1", type=QuantizeLinear]; -"89 DequantizeLinear_onnx^^Conv_509_1" [id=89, label="89 DequantizeLinear_onnx::Conv_509_1", type=DequantizeLinear]; -"90 /layers/layers.9/layers.9.0/layers/layers.6/Conv" [id=90, type=Conv]; -"91 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.6/Conv_output_0_1" [id=91, type=QuantizeLinear]; -"92 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.6/Conv_output_0_1" [id=92, type=DequantizeLinear]; -"93 QuantizeLinear_onnx^^Conv_512_1" [id=93, label="93 QuantizeLinear_onnx::Conv_512_1", type=QuantizeLinear]; -"94 DequantizeLinear_onnx^^Conv_512_1" [id=94, label="94 DequantizeLinear_onnx::Conv_512_1", type=DequantizeLinear]; -"95 /layers/layers.9/layers.9.1/layers/layers.0/Conv" [id=95, type=Conv]; -"96 /layers/layers.9/layers.9.1/layers/layers.2/Relu" [id=96, type=Relu]; -"97 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.2/Relu_output_0_1" [id=97, type=QuantizeLinear]; -"98 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.2/Relu_output_0_1" [id=98, type=DequantizeLinear]; -"99 QuantizeLinear_onnx^^Conv_515_1" [id=99, label="99 QuantizeLinear_onnx::Conv_515_1", type=QuantizeLinear]; -"100 DequantizeLinear_onnx^^Conv_515_1" [id=100, label="100 DequantizeLinear_onnx::Conv_515_1", type=DequantizeLinear]; -"101 /layers/layers.9/layers.9.1/layers/layers.3/Conv" [id=101, type=Conv]; -"102 /layers/layers.9/layers.9.1/layers/layers.5/Relu" [id=102, type=Relu]; -"103 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.5/Relu_output_0_1" [id=103, type=QuantizeLinear]; -"104 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.5/Relu_output_0_1" [id=104, type=DequantizeLinear]; -"105 QuantizeLinear_onnx^^Conv_518_1" [id=105, label="105 QuantizeLinear_onnx::Conv_518_1", type=QuantizeLinear]; -"106 DequantizeLinear_onnx^^Conv_518_1" [id=106, label="106 DequantizeLinear_onnx::Conv_518_1", type=DequantizeLinear]; -"107 /layers/layers.9/layers.9.1/layers/layers.6/Conv" [id=107, type=Conv]; -"108 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.6/Conv_output_0_1" [id=108, type=QuantizeLinear]; -"109 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.6/Conv_output_0_1" [id=109, type=DequantizeLinear]; -"110 /layers/layers.9/layers.9.1/Add" [id=110, type=Add]; -"111 QuantizeLinear_/layers/layers.9/layers.9.1/Add_output_0_1" [id=111, type=QuantizeLinear]; -"112 DequantizeLinear_/layers/layers.9/layers.9.1/Add_output_0_1" [id=112, type=DequantizeLinear]; -"113 QuantizeLinear_onnx^^Conv_521_1" [id=113, label="113 QuantizeLinear_onnx::Conv_521_1", type=QuantizeLinear]; -"114 DequantizeLinear_onnx^^Conv_521_1" [id=114, label="114 DequantizeLinear_onnx::Conv_521_1", type=DequantizeLinear]; -"115 /layers/layers.9/layers.9.2/layers/layers.0/Conv" [id=115, type=Conv]; -"116 /layers/layers.9/layers.9.2/layers/layers.2/Relu" [id=116, type=Relu]; -"117 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.2/Relu_output_0_1" [id=117, type=QuantizeLinear]; -"118 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.2/Relu_output_0_1" [id=118, type=DequantizeLinear]; -"119 QuantizeLinear_onnx^^Conv_524_1" [id=119, label="119 QuantizeLinear_onnx::Conv_524_1", type=QuantizeLinear]; -"120 DequantizeLinear_onnx^^Conv_524_1" [id=120, label="120 DequantizeLinear_onnx::Conv_524_1", type=DequantizeLinear]; -"121 /layers/layers.9/layers.9.2/layers/layers.3/Conv" [id=121, type=Conv]; -"122 /layers/layers.9/layers.9.2/layers/layers.5/Relu" [id=122, type=Relu]; -"123 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.5/Relu_output_0_1" [id=123, type=QuantizeLinear]; -"124 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.5/Relu_output_0_1" [id=124, type=DequantizeLinear]; -"125 QuantizeLinear_onnx^^Conv_527_1" [id=125, label="125 QuantizeLinear_onnx::Conv_527_1", type=QuantizeLinear]; -"126 DequantizeLinear_onnx^^Conv_527_1" [id=126, label="126 DequantizeLinear_onnx::Conv_527_1", type=DequantizeLinear]; -"127 /layers/layers.9/layers.9.2/layers/layers.6/Conv" [id=127, type=Conv]; -"128 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.6/Conv_output_0_1" [id=128, type=QuantizeLinear]; -"129 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.6/Conv_output_0_1" [id=129, type=DequantizeLinear]; -"130 /layers/layers.9/layers.9.2/Add" [id=130, type=Add]; -"131 QuantizeLinear_/layers/layers.9/layers.9.2/Add_output_0_1" [id=131, type=QuantizeLinear]; -"132 DequantizeLinear_/layers/layers.9/layers.9.2/Add_output_0_1" [id=132, type=DequantizeLinear]; -"133 QuantizeLinear_onnx^^Conv_530_1" [id=133, label="133 QuantizeLinear_onnx::Conv_530_1", type=QuantizeLinear]; -"134 DequantizeLinear_onnx^^Conv_530_1" [id=134, label="134 DequantizeLinear_onnx::Conv_530_1", type=DequantizeLinear]; -"135 /layers/layers.10/layers.10.0/layers/layers.0/Conv" [id=135, type=Conv]; -"136 /layers/layers.10/layers.10.0/layers/layers.2/Relu" [id=136, type=Relu]; -"137 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.2/Relu_output_0_1" [id=137, type=QuantizeLinear]; -"138 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.2/Relu_output_0_1" [id=138, type=DequantizeLinear]; -"139 QuantizeLinear_onnx^^Conv_533_1" [id=139, label="139 QuantizeLinear_onnx::Conv_533_1", type=QuantizeLinear]; -"140 DequantizeLinear_onnx^^Conv_533_1" [id=140, label="140 DequantizeLinear_onnx::Conv_533_1", type=DequantizeLinear]; -"141 /layers/layers.10/layers.10.0/layers/layers.3/Conv" [id=141, type=Conv]; -"142 /layers/layers.10/layers.10.0/layers/layers.5/Relu" [id=142, type=Relu]; -"143 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.5/Relu_output_0_1" [id=143, type=QuantizeLinear]; -"144 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.5/Relu_output_0_1" [id=144, type=DequantizeLinear]; -"145 QuantizeLinear_onnx^^Conv_536_1" [id=145, label="145 QuantizeLinear_onnx::Conv_536_1", type=QuantizeLinear]; -"146 DequantizeLinear_onnx^^Conv_536_1" [id=146, label="146 DequantizeLinear_onnx::Conv_536_1", type=DequantizeLinear]; -"147 /layers/layers.10/layers.10.0/layers/layers.6/Conv" [id=147, type=Conv]; -"148 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.6/Conv_output_0_1" [id=148, type=QuantizeLinear]; -"149 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.6/Conv_output_0_1" [id=149, type=DequantizeLinear]; -"150 QuantizeLinear_onnx^^Conv_539_1" [id=150, label="150 QuantizeLinear_onnx::Conv_539_1", type=QuantizeLinear]; -"151 DequantizeLinear_onnx^^Conv_539_1" [id=151, label="151 DequantizeLinear_onnx::Conv_539_1", type=DequantizeLinear]; -"152 /layers/layers.10/layers.10.1/layers/layers.0/Conv" [id=152, type=Conv]; -"153 /layers/layers.10/layers.10.1/layers/layers.2/Relu" [id=153, type=Relu]; -"154 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.2/Relu_output_0_1" [id=154, type=QuantizeLinear]; -"155 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.2/Relu_output_0_1" [id=155, type=DequantizeLinear]; -"156 QuantizeLinear_onnx^^Conv_542_1" [id=156, label="156 QuantizeLinear_onnx::Conv_542_1", type=QuantizeLinear]; -"157 DequantizeLinear_onnx^^Conv_542_1" [id=157, label="157 DequantizeLinear_onnx::Conv_542_1", type=DequantizeLinear]; -"158 /layers/layers.10/layers.10.1/layers/layers.3/Conv" [id=158, type=Conv]; -"159 /layers/layers.10/layers.10.1/layers/layers.5/Relu" [id=159, type=Relu]; -"160 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.5/Relu_output_0_1" [id=160, type=QuantizeLinear]; -"161 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.5/Relu_output_0_1" [id=161, type=DequantizeLinear]; -"162 QuantizeLinear_onnx^^Conv_545_1" [id=162, label="162 QuantizeLinear_onnx::Conv_545_1", type=QuantizeLinear]; -"163 DequantizeLinear_onnx^^Conv_545_1" [id=163, label="163 DequantizeLinear_onnx::Conv_545_1", type=DequantizeLinear]; -"164 /layers/layers.10/layers.10.1/layers/layers.6/Conv" [id=164, type=Conv]; -"165 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.6/Conv_output_0_1" [id=165, type=QuantizeLinear]; -"166 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.6/Conv_output_0_1" [id=166, type=DequantizeLinear]; -"167 /layers/layers.10/layers.10.1/Add" [id=167, type=Add]; -"168 QuantizeLinear_/layers/layers.10/layers.10.1/Add_output_0_1" [id=168, type=QuantizeLinear]; -"169 DequantizeLinear_/layers/layers.10/layers.10.1/Add_output_0_1" [id=169, type=DequantizeLinear]; -"170 QuantizeLinear_onnx^^Conv_548_1" [id=170, label="170 QuantizeLinear_onnx::Conv_548_1", type=QuantizeLinear]; -"171 DequantizeLinear_onnx^^Conv_548_1" [id=171, label="171 DequantizeLinear_onnx::Conv_548_1", type=DequantizeLinear]; -"172 /layers/layers.10/layers.10.2/layers/layers.0/Conv" [id=172, type=Conv]; -"173 /layers/layers.10/layers.10.2/layers/layers.2/Relu" [id=173, type=Relu]; -"174 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.2/Relu_output_0_1" [id=174, type=QuantizeLinear]; -"175 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.2/Relu_output_0_1" [id=175, type=DequantizeLinear]; -"176 QuantizeLinear_onnx^^Conv_551_1" [id=176, label="176 QuantizeLinear_onnx::Conv_551_1", type=QuantizeLinear]; -"177 DequantizeLinear_onnx^^Conv_551_1" [id=177, label="177 DequantizeLinear_onnx::Conv_551_1", type=DequantizeLinear]; -"178 /layers/layers.10/layers.10.2/layers/layers.3/Conv" [id=178, type=Conv]; -"179 /layers/layers.10/layers.10.2/layers/layers.5/Relu" [id=179, type=Relu]; -"180 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.5/Relu_output_0_1" [id=180, type=QuantizeLinear]; -"181 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.5/Relu_output_0_1" [id=181, type=DequantizeLinear]; -"182 QuantizeLinear_onnx^^Conv_554_1" [id=182, label="182 QuantizeLinear_onnx::Conv_554_1", type=QuantizeLinear]; -"183 DequantizeLinear_onnx^^Conv_554_1" [id=183, label="183 DequantizeLinear_onnx::Conv_554_1", type=DequantizeLinear]; -"184 /layers/layers.10/layers.10.2/layers/layers.6/Conv" [id=184, type=Conv]; -"185 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.6/Conv_output_0_1" [id=185, type=QuantizeLinear]; -"186 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.6/Conv_output_0_1" [id=186, type=DequantizeLinear]; -"187 /layers/layers.10/layers.10.2/Add" [id=187, type=Add]; -"188 QuantizeLinear_/layers/layers.10/layers.10.2/Add_output_0_1" [id=188, type=QuantizeLinear]; -"189 DequantizeLinear_/layers/layers.10/layers.10.2/Add_output_0_1" [id=189, type=DequantizeLinear]; -"190 QuantizeLinear_onnx^^Conv_557_1" [id=190, label="190 QuantizeLinear_onnx::Conv_557_1", type=QuantizeLinear]; -"191 DequantizeLinear_onnx^^Conv_557_1" [id=191, label="191 DequantizeLinear_onnx::Conv_557_1", type=DequantizeLinear]; -"192 /layers/layers.11/layers.11.0/layers/layers.0/Conv" [id=192, type=Conv]; -"193 /layers/layers.11/layers.11.0/layers/layers.2/Relu" [id=193, type=Relu]; -"194 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.2/Relu_output_0_1" [id=194, type=QuantizeLinear]; -"195 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.2/Relu_output_0_1" [id=195, type=DequantizeLinear]; -"196 QuantizeLinear_onnx^^Conv_560_1" [id=196, label="196 QuantizeLinear_onnx::Conv_560_1", type=QuantizeLinear]; -"197 DequantizeLinear_onnx^^Conv_560_1" [id=197, label="197 DequantizeLinear_onnx::Conv_560_1", type=DequantizeLinear]; -"198 /layers/layers.11/layers.11.0/layers/layers.3/Conv" [id=198, type=Conv]; -"199 /layers/layers.11/layers.11.0/layers/layers.5/Relu" [id=199, type=Relu]; -"200 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.5/Relu_output_0_1" [id=200, type=QuantizeLinear]; -"201 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.5/Relu_output_0_1" [id=201, type=DequantizeLinear]; -"202 QuantizeLinear_onnx^^Conv_563_1" [id=202, label="202 QuantizeLinear_onnx::Conv_563_1", type=QuantizeLinear]; -"203 DequantizeLinear_onnx^^Conv_563_1" [id=203, label="203 DequantizeLinear_onnx::Conv_563_1", type=DequantizeLinear]; -"204 /layers/layers.11/layers.11.0/layers/layers.6/Conv" [id=204, type=Conv]; -"205 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.6/Conv_output_0_1" [id=205, type=QuantizeLinear]; -"206 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.6/Conv_output_0_1" [id=206, type=DequantizeLinear]; -"207 QuantizeLinear_onnx^^Conv_566_1" [id=207, label="207 QuantizeLinear_onnx::Conv_566_1", type=QuantizeLinear]; -"208 DequantizeLinear_onnx^^Conv_566_1" [id=208, label="208 DequantizeLinear_onnx::Conv_566_1", type=DequantizeLinear]; -"209 /layers/layers.11/layers.11.1/layers/layers.0/Conv" [id=209, type=Conv]; -"210 /layers/layers.11/layers.11.1/layers/layers.2/Relu" [id=210, type=Relu]; -"211 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.2/Relu_output_0_1" [id=211, type=QuantizeLinear]; -"212 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.2/Relu_output_0_1" [id=212, type=DequantizeLinear]; -"213 QuantizeLinear_onnx^^Conv_569_1" [id=213, label="213 QuantizeLinear_onnx::Conv_569_1", type=QuantizeLinear]; -"214 DequantizeLinear_onnx^^Conv_569_1" [id=214, label="214 DequantizeLinear_onnx::Conv_569_1", type=DequantizeLinear]; -"215 /layers/layers.11/layers.11.1/layers/layers.3/Conv" [id=215, type=Conv]; -"216 /layers/layers.11/layers.11.1/layers/layers.5/Relu" [id=216, type=Relu]; -"217 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.5/Relu_output_0_1" [id=217, type=QuantizeLinear]; -"218 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.5/Relu_output_0_1" [id=218, type=DequantizeLinear]; -"219 QuantizeLinear_onnx^^Conv_572_1" [id=219, label="219 QuantizeLinear_onnx::Conv_572_1", type=QuantizeLinear]; -"220 DequantizeLinear_onnx^^Conv_572_1" [id=220, label="220 DequantizeLinear_onnx::Conv_572_1", type=DequantizeLinear]; -"221 /layers/layers.11/layers.11.1/layers/layers.6/Conv" [id=221, type=Conv]; -"222 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.6/Conv_output_0_1" [id=222, type=QuantizeLinear]; -"223 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.6/Conv_output_0_1" [id=223, type=DequantizeLinear]; -"224 /layers/layers.11/layers.11.1/Add" [id=224, type=Add]; -"225 QuantizeLinear_/layers/layers.11/layers.11.1/Add_output_0_1" [id=225, type=QuantizeLinear]; -"226 DequantizeLinear_/layers/layers.11/layers.11.1/Add_output_0_1" [id=226, type=DequantizeLinear]; -"227 QuantizeLinear_onnx^^Conv_575_1" [id=227, label="227 QuantizeLinear_onnx::Conv_575_1", type=QuantizeLinear]; -"228 DequantizeLinear_onnx^^Conv_575_1" [id=228, label="228 DequantizeLinear_onnx::Conv_575_1", type=DequantizeLinear]; -"229 /layers/layers.12/layers.12.0/layers/layers.0/Conv" [id=229, type=Conv]; -"230 /layers/layers.12/layers.12.0/layers/layers.2/Relu" [id=230, type=Relu]; -"231 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.2/Relu_output_0_1" [id=231, type=QuantizeLinear]; -"232 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.2/Relu_output_0_1" [id=232, type=DequantizeLinear]; -"233 QuantizeLinear_onnx^^Conv_578_1" [id=233, label="233 QuantizeLinear_onnx::Conv_578_1", type=QuantizeLinear]; -"234 DequantizeLinear_onnx^^Conv_578_1" [id=234, label="234 DequantizeLinear_onnx::Conv_578_1", type=DequantizeLinear]; -"235 /layers/layers.12/layers.12.0/layers/layers.3/Conv" [id=235, type=Conv]; -"236 /layers/layers.12/layers.12.0/layers/layers.5/Relu" [id=236, type=Relu]; -"237 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.5/Relu_output_0_1" [id=237, type=QuantizeLinear]; -"238 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.5/Relu_output_0_1" [id=238, type=DequantizeLinear]; -"239 QuantizeLinear_onnx^^Conv_581_1" [id=239, label="239 QuantizeLinear_onnx::Conv_581_1", type=QuantizeLinear]; -"240 DequantizeLinear_onnx^^Conv_581_1" [id=240, label="240 DequantizeLinear_onnx::Conv_581_1", type=DequantizeLinear]; -"241 /layers/layers.12/layers.12.0/layers/layers.6/Conv" [id=241, type=Conv]; -"242 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.6/Conv_output_0_1" [id=242, type=QuantizeLinear]; -"243 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.6/Conv_output_0_1" [id=243, type=DequantizeLinear]; -"244 QuantizeLinear_onnx^^Conv_584_1" [id=244, label="244 QuantizeLinear_onnx::Conv_584_1", type=QuantizeLinear]; -"245 DequantizeLinear_onnx^^Conv_584_1" [id=245, label="245 DequantizeLinear_onnx::Conv_584_1", type=DequantizeLinear]; -"246 /layers/layers.12/layers.12.1/layers/layers.0/Conv" [id=246, type=Conv]; -"247 /layers/layers.12/layers.12.1/layers/layers.2/Relu" [id=247, type=Relu]; -"248 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.2/Relu_output_0_1" [id=248, type=QuantizeLinear]; -"249 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.2/Relu_output_0_1" [id=249, type=DequantizeLinear]; -"250 QuantizeLinear_onnx^^Conv_587_1" [id=250, label="250 QuantizeLinear_onnx::Conv_587_1", type=QuantizeLinear]; -"251 DequantizeLinear_onnx^^Conv_587_1" [id=251, label="251 DequantizeLinear_onnx::Conv_587_1", type=DequantizeLinear]; -"252 /layers/layers.12/layers.12.1/layers/layers.3/Conv" [id=252, type=Conv]; -"253 /layers/layers.12/layers.12.1/layers/layers.5/Relu" [id=253, type=Relu]; -"254 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.5/Relu_output_0_1" [id=254, type=QuantizeLinear]; -"255 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.5/Relu_output_0_1" [id=255, type=DequantizeLinear]; -"256 QuantizeLinear_onnx^^Conv_590_1" [id=256, label="256 QuantizeLinear_onnx::Conv_590_1", type=QuantizeLinear]; -"257 DequantizeLinear_onnx^^Conv_590_1" [id=257, label="257 DequantizeLinear_onnx::Conv_590_1", type=DequantizeLinear]; -"258 /layers/layers.12/layers.12.1/layers/layers.6/Conv" [id=258, type=Conv]; -"259 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.6/Conv_output_0_1" [id=259, type=QuantizeLinear]; -"260 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.6/Conv_output_0_1" [id=260, type=DequantizeLinear]; -"261 /layers/layers.12/layers.12.1/Add" [id=261, type=Add]; -"262 QuantizeLinear_/layers/layers.12/layers.12.1/Add_output_0_1" [id=262, type=QuantizeLinear]; -"263 DequantizeLinear_/layers/layers.12/layers.12.1/Add_output_0_1" [id=263, type=DequantizeLinear]; -"264 QuantizeLinear_onnx^^Conv_593_1" [id=264, label="264 QuantizeLinear_onnx::Conv_593_1", type=QuantizeLinear]; -"265 DequantizeLinear_onnx^^Conv_593_1" [id=265, label="265 DequantizeLinear_onnx::Conv_593_1", type=DequantizeLinear]; -"266 /layers/layers.12/layers.12.2/layers/layers.0/Conv" [id=266, type=Conv]; -"267 /layers/layers.12/layers.12.2/layers/layers.2/Relu" [id=267, type=Relu]; -"268 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.2/Relu_output_0_1" [id=268, type=QuantizeLinear]; -"269 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.2/Relu_output_0_1" [id=269, type=DequantizeLinear]; -"270 QuantizeLinear_onnx^^Conv_596_1" [id=270, label="270 QuantizeLinear_onnx::Conv_596_1", type=QuantizeLinear]; -"271 DequantizeLinear_onnx^^Conv_596_1" [id=271, label="271 DequantizeLinear_onnx::Conv_596_1", type=DequantizeLinear]; -"272 /layers/layers.12/layers.12.2/layers/layers.3/Conv" [id=272, type=Conv]; -"273 /layers/layers.12/layers.12.2/layers/layers.5/Relu" [id=273, type=Relu]; -"274 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.5/Relu_output_0_1" [id=274, type=QuantizeLinear]; -"275 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.5/Relu_output_0_1" [id=275, type=DequantizeLinear]; -"276 QuantizeLinear_onnx^^Conv_599_1" [id=276, label="276 QuantizeLinear_onnx::Conv_599_1", type=QuantizeLinear]; -"277 DequantizeLinear_onnx^^Conv_599_1" [id=277, label="277 DequantizeLinear_onnx::Conv_599_1", type=DequantizeLinear]; -"278 /layers/layers.12/layers.12.2/layers/layers.6/Conv" [id=278, type=Conv]; -"279 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.6/Conv_output_0_1" [id=279, type=QuantizeLinear]; -"280 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.6/Conv_output_0_1" [id=280, type=DequantizeLinear]; -"281 /layers/layers.12/layers.12.2/Add" [id=281, type=Add]; 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label="291 DequantizeLinear_onnx::Conv_605_1", type=DequantizeLinear]; -"292 /layers/layers.12/layers.12.3/layers/layers.3/Conv" [id=292, type=Conv]; -"293 /layers/layers.12/layers.12.3/layers/layers.5/Relu" [id=293, type=Relu]; -"294 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.5/Relu_output_0_1" [id=294, type=QuantizeLinear]; -"295 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.5/Relu_output_0_1" [id=295, type=DequantizeLinear]; -"296 QuantizeLinear_onnx^^Conv_608_1" [id=296, label="296 QuantizeLinear_onnx::Conv_608_1", type=QuantizeLinear]; -"297 DequantizeLinear_onnx^^Conv_608_1" [id=297, label="297 DequantizeLinear_onnx::Conv_608_1", type=DequantizeLinear]; -"298 /layers/layers.12/layers.12.3/layers/layers.6/Conv" [id=298, type=Conv]; -"299 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.6/Conv_output_0_1" [id=299, type=QuantizeLinear]; -"300 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.6/Conv_output_0_1" [id=300, type=DequantizeLinear]; -"301 /layers/layers.12/layers.12.3/Add" [id=301, type=Add]; -"302 QuantizeLinear_/layers/layers.12/layers.12.3/Add_output_0_1" [id=302, type=QuantizeLinear]; -"303 DequantizeLinear_/layers/layers.12/layers.12.3/Add_output_0_1" [id=303, type=DequantizeLinear]; -"304 QuantizeLinear_onnx^^Conv_611_1" [id=304, label="304 QuantizeLinear_onnx::Conv_611_1", type=QuantizeLinear]; -"305 DequantizeLinear_onnx^^Conv_611_1" [id=305, label="305 DequantizeLinear_onnx::Conv_611_1", type=DequantizeLinear]; -"306 /layers/layers.13/layers.13.0/layers/layers.0/Conv" [id=306, type=Conv]; -"307 /layers/layers.13/layers.13.0/layers/layers.2/Relu" [id=307, type=Relu]; -"308 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.2/Relu_output_0_1" [id=308, type=QuantizeLinear]; -"309 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.2/Relu_output_0_1" [id=309, type=DequantizeLinear]; -"310 QuantizeLinear_onnx^^Conv_614_1" [id=310, label="310 QuantizeLinear_onnx::Conv_614_1", type=QuantizeLinear]; -"311 DequantizeLinear_onnx^^Conv_614_1" [id=311, label="311 DequantizeLinear_onnx::Conv_614_1", type=DequantizeLinear]; -"312 /layers/layers.13/layers.13.0/layers/layers.3/Conv" [id=312, type=Conv]; -"313 /layers/layers.13/layers.13.0/layers/layers.5/Relu" [id=313, type=Relu]; -"314 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.5/Relu_output_0_1" [id=314, type=QuantizeLinear]; -"315 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.5/Relu_output_0_1" [id=315, type=DequantizeLinear]; -"316 QuantizeLinear_onnx^^Conv_617_1" [id=316, label="316 QuantizeLinear_onnx::Conv_617_1", type=QuantizeLinear]; -"317 DequantizeLinear_onnx^^Conv_617_1" [id=317, label="317 DequantizeLinear_onnx::Conv_617_1", type=DequantizeLinear]; -"318 /layers/layers.13/layers.13.0/layers/layers.6/Conv" [id=318, type=Conv]; -"319 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.6/Conv_output_0_1" [id=319, type=QuantizeLinear]; -"320 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.6/Conv_output_0_1" [id=320, type=DequantizeLinear]; -"321 QuantizeLinear_onnx^^Conv_620_1" [id=321, label="321 QuantizeLinear_onnx::Conv_620_1", type=QuantizeLinear]; -"322 DequantizeLinear_onnx^^Conv_620_1" [id=322, label="322 DequantizeLinear_onnx::Conv_620_1", type=DequantizeLinear]; -"323 /layers/layers.14/Conv" [id=323, type=Conv]; -"324 /layers/layers.16/Relu" [id=324, type=Relu]; -"325 QuantizeLinear_/layers/layers.16/Relu_output_0_1" [id=325, type=QuantizeLinear]; -"326 DequantizeLinear_/layers/layers.16/Relu_output_0_1" [id=326, type=DequantizeLinear]; -"327 /ReduceMean" [id=327, type=ReduceMean]; -"328 QuantizeLinear_/ReduceMean_output_0_1" [id=328, type=QuantizeLinear]; -"329 DequantizeLinear_/ReduceMean_output_0_1" [id=329, type=DequantizeLinear]; +strict digraph { +"0 QuantizeLinear_x_1" [id=0, type=QuantizeLinear]; +"1 DequantizeLinear_x_1" [id=1, type=DequantizeLinear]; +"2 QuantizeLinear_layers.0.weight_1" [id=2, type=QuantizeLinear]; +"3 DequantizeLinear_layers.0.weight_1" [id=3, type=DequantizeLinear]; +"4 node_Conv_631" [id=4, type=Conv]; +"5 node_relu" [id=5, type=Relu]; +"6 QuantizeLinear_relu_1" [id=6, type=QuantizeLinear]; +"7 DequantizeLinear_relu_1" [id=7, type=DequantizeLinear]; +"8 QuantizeLinear_layers.3.weight_1" [id=8, type=QuantizeLinear]; +"9 DequantizeLinear_layers.3.weight_1" [id=9, type=DequantizeLinear]; +"10 node_Conv_633" [id=10, type=Conv]; +"11 node_relu_1" [id=11, type=Relu]; +"12 QuantizeLinear_relu_1_1" [id=12, type=QuantizeLinear]; +"13 DequantizeLinear_relu_1_1" [id=13, type=DequantizeLinear]; +"14 QuantizeLinear_layers.6.weight_1" [id=14, type=QuantizeLinear]; +"15 DequantizeLinear_layers.6.weight_1" [id=15, type=DequantizeLinear]; +"16 node_Conv_635" [id=16, type=Conv]; +"17 QuantizeLinear_getitem_6_1" [id=17, type=QuantizeLinear]; +"18 DequantizeLinear_getitem_6_1" [id=18, type=DequantizeLinear]; +"19 QuantizeLinear_layers.8.0.layers.0.weight_1" [id=19, type=QuantizeLinear]; +"20 DequantizeLinear_layers.8.0.layers.0.weight_1" [id=20, type=DequantizeLinear]; +"21 node_Conv_637" [id=21, type=Conv]; +"22 node_relu_2" [id=22, type=Relu]; +"23 QuantizeLinear_relu_2_1" [id=23, type=QuantizeLinear]; +"24 DequantizeLinear_relu_2_1" [id=24, type=DequantizeLinear]; +"25 QuantizeLinear_layers.8.0.layers.3.weight_1" [id=25, type=QuantizeLinear]; +"26 DequantizeLinear_layers.8.0.layers.3.weight_1" [id=26, type=DequantizeLinear]; +"27 node_Conv_639" [id=27, type=Conv]; +"28 node_relu_3" [id=28, type=Relu]; +"29 QuantizeLinear_relu_3_1" [id=29, type=QuantizeLinear]; +"30 DequantizeLinear_relu_3_1" [id=30, type=DequantizeLinear]; +"31 QuantizeLinear_layers.8.0.layers.6.weight_1" [id=31, type=QuantizeLinear]; +"32 DequantizeLinear_layers.8.0.layers.6.weight_1" [id=32, type=DequantizeLinear]; +"33 node_Conv_641" [id=33, type=Conv]; +"34 QuantizeLinear_getitem_15_1" [id=34, type=QuantizeLinear]; +"35 DequantizeLinear_getitem_15_1" [id=35, type=DequantizeLinear]; +"36 QuantizeLinear_layers.8.1.layers.0.weight_1" [id=36, type=QuantizeLinear]; +"37 DequantizeLinear_layers.8.1.layers.0.weight_1" [id=37, type=DequantizeLinear]; +"38 node_Conv_643" [id=38, type=Conv]; +"39 node_relu_4" [id=39, type=Relu]; +"40 QuantizeLinear_relu_4_1" [id=40, type=QuantizeLinear]; +"41 DequantizeLinear_relu_4_1" [id=41, type=DequantizeLinear]; +"42 QuantizeLinear_layers.8.1.layers.3.weight_1" [id=42, type=QuantizeLinear]; +"43 DequantizeLinear_layers.8.1.layers.3.weight_1" [id=43, type=DequantizeLinear]; +"44 node_Conv_645" [id=44, type=Conv]; +"45 node_relu_5" [id=45, type=Relu]; +"46 QuantizeLinear_relu_5_1" [id=46, type=QuantizeLinear]; +"47 DequantizeLinear_relu_5_1" [id=47, type=DequantizeLinear]; +"48 QuantizeLinear_layers.8.1.layers.6.weight_1" [id=48, type=QuantizeLinear]; +"49 DequantizeLinear_layers.8.1.layers.6.weight_1" [id=49, type=DequantizeLinear]; +"50 node_Conv_647" [id=50, type=Conv]; 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QuantizeLinear_layers.10.0.layers.6.weight_1" [id=145, type=QuantizeLinear]; +"146 DequantizeLinear_layers.10.0.layers.6.weight_1" [id=146, type=DequantizeLinear]; +"147 node_Conv_677" [id=147, type=Conv]; +"148 QuantizeLinear_getitem_69_1" [id=148, type=QuantizeLinear]; +"149 DequantizeLinear_getitem_69_1" [id=149, type=DequantizeLinear]; +"150 QuantizeLinear_layers.10.1.layers.0.weight_1" [id=150, type=QuantizeLinear]; +"151 DequantizeLinear_layers.10.1.layers.0.weight_1" [id=151, type=DequantizeLinear]; +"152 node_Conv_679" [id=152, type=Conv]; +"153 node_relu_16" [id=153, type=Relu]; +"154 QuantizeLinear_relu_16_1" [id=154, type=QuantizeLinear]; +"155 DequantizeLinear_relu_16_1" [id=155, type=DequantizeLinear]; +"156 QuantizeLinear_layers.10.1.layers.3.weight_1" [id=156, type=QuantizeLinear]; +"157 DequantizeLinear_layers.10.1.layers.3.weight_1" [id=157, type=DequantizeLinear]; +"158 node_Conv_681" [id=158, type=Conv]; +"159 node_relu_17" [id=159, type=Relu]; +"160 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type=DequantizeLinear]; +"176 QuantizeLinear_layers.10.2.layers.3.weight_1" [id=176, type=QuantizeLinear]; +"177 DequantizeLinear_layers.10.2.layers.3.weight_1" [id=177, type=DequantizeLinear]; +"178 node_Conv_687" [id=178, type=Conv]; +"179 node_relu_19" [id=179, type=Relu]; +"180 QuantizeLinear_relu_19_1" [id=180, type=QuantizeLinear]; +"181 DequantizeLinear_relu_19_1" [id=181, type=DequantizeLinear]; +"182 QuantizeLinear_layers.10.2.layers.6.weight_1" [id=182, type=QuantizeLinear]; +"183 DequantizeLinear_layers.10.2.layers.6.weight_1" [id=183, type=DequantizeLinear]; +"184 node_Conv_689" [id=184, type=Conv]; +"185 QuantizeLinear_getitem_87_1" [id=185, type=QuantizeLinear]; +"186 DequantizeLinear_getitem_87_1" [id=186, type=DequantizeLinear]; +"187 node_add_5" [id=187, type=Add]; +"188 QuantizeLinear_add_5_1" [id=188, type=QuantizeLinear]; +"189 DequantizeLinear_add_5_1" [id=189, type=DequantizeLinear]; +"190 QuantizeLinear_layers.11.0.layers.0.weight_1" [id=190, 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QuantizeLinear_relu_25_1" [id=237, type=QuantizeLinear]; +"238 DequantizeLinear_relu_25_1" [id=238, type=DequantizeLinear]; +"239 QuantizeLinear_layers.12.0.layers.6.weight_1" [id=239, type=QuantizeLinear]; +"240 DequantizeLinear_layers.12.0.layers.6.weight_1" [id=240, type=DequantizeLinear]; +"241 node_Conv_707" [id=241, type=Conv]; +"242 QuantizeLinear_getitem_114_1" [id=242, type=QuantizeLinear]; +"243 DequantizeLinear_getitem_114_1" [id=243, type=DequantizeLinear]; +"244 QuantizeLinear_layers.12.1.layers.0.weight_1" [id=244, type=QuantizeLinear]; +"245 DequantizeLinear_layers.12.1.layers.0.weight_1" [id=245, type=DequantizeLinear]; +"246 node_Conv_709" [id=246, type=Conv]; +"247 node_relu_26" [id=247, type=Relu]; +"248 QuantizeLinear_relu_26_1" [id=248, type=QuantizeLinear]; +"249 DequantizeLinear_relu_26_1" [id=249, type=DequantizeLinear]; +"250 QuantizeLinear_layers.12.1.layers.3.weight_1" [id=250, type=QuantizeLinear]; +"251 DequantizeLinear_layers.12.1.layers.3.weight_1" 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type=Relu]; +"268 QuantizeLinear_relu_28_1" [id=268, type=QuantizeLinear]; +"269 DequantizeLinear_relu_28_1" [id=269, type=DequantizeLinear]; +"270 QuantizeLinear_layers.12.2.layers.3.weight_1" [id=270, type=QuantizeLinear]; +"271 DequantizeLinear_layers.12.2.layers.3.weight_1" [id=271, type=DequantizeLinear]; +"272 node_Conv_717" [id=272, type=Conv]; +"273 node_relu_29" [id=273, type=Relu]; +"274 QuantizeLinear_relu_29_1" [id=274, type=QuantizeLinear]; +"275 DequantizeLinear_relu_29_1" [id=275, type=DequantizeLinear]; +"276 QuantizeLinear_layers.12.2.layers.6.weight_1" [id=276, type=QuantizeLinear]; +"277 DequantizeLinear_layers.12.2.layers.6.weight_1" [id=277, type=DequantizeLinear]; +"278 node_Conv_719" [id=278, type=Conv]; +"279 QuantizeLinear_getitem_132_1" [id=279, type=QuantizeLinear]; +"280 DequantizeLinear_getitem_132_1" [id=280, type=DequantizeLinear]; +"281 node_add_8" [id=281, type=Add]; +"282 QuantizeLinear_add_8_1" [id=282, type=QuantizeLinear]; +"283 DequantizeLinear_add_8_1" [id=283, type=DequantizeLinear]; +"284 QuantizeLinear_layers.12.3.layers.0.weight_1" [id=284, type=QuantizeLinear]; +"285 DequantizeLinear_layers.12.3.layers.0.weight_1" [id=285, type=DequantizeLinear]; +"286 node_Conv_721" [id=286, type=Conv]; +"287 node_relu_30" [id=287, type=Relu]; +"288 QuantizeLinear_relu_30_1" [id=288, type=QuantizeLinear]; +"289 DequantizeLinear_relu_30_1" [id=289, type=DequantizeLinear]; +"290 QuantizeLinear_layers.12.3.layers.3.weight_1" [id=290, type=QuantizeLinear]; +"291 DequantizeLinear_layers.12.3.layers.3.weight_1" [id=291, type=DequantizeLinear]; +"292 node_Conv_723" [id=292, type=Conv]; +"293 node_relu_31" [id=293, type=Relu]; +"294 QuantizeLinear_relu_31_1" [id=294, type=QuantizeLinear]; +"295 DequantizeLinear_relu_31_1" [id=295, type=DequantizeLinear]; +"296 QuantizeLinear_layers.12.3.layers.6.weight_1" [id=296, type=QuantizeLinear]; +"297 DequantizeLinear_layers.12.3.layers.6.weight_1" [id=297, type=DequantizeLinear]; +"298 node_Conv_725" [id=298, type=Conv]; +"299 QuantizeLinear_getitem_141_1" [id=299, type=QuantizeLinear]; +"300 DequantizeLinear_getitem_141_1" [id=300, type=DequantizeLinear]; +"301 node_add_9" [id=301, type=Add]; +"302 QuantizeLinear_add_9_1" [id=302, type=QuantizeLinear]; +"303 DequantizeLinear_add_9_1" [id=303, type=DequantizeLinear]; +"304 QuantizeLinear_layers.13.0.layers.0.weight_1" [id=304, type=QuantizeLinear]; +"305 DequantizeLinear_layers.13.0.layers.0.weight_1" [id=305, type=DequantizeLinear]; +"306 node_Conv_727" [id=306, type=Conv]; +"307 node_relu_32" [id=307, type=Relu]; +"308 QuantizeLinear_relu_32_1" [id=308, type=QuantizeLinear]; +"309 DequantizeLinear_relu_32_1" [id=309, type=DequantizeLinear]; +"310 QuantizeLinear_layers.13.0.layers.3.weight_1" [id=310, type=QuantizeLinear]; +"311 DequantizeLinear_layers.13.0.layers.3.weight_1" [id=311, type=DequantizeLinear]; +"312 node_Conv_729" [id=312, type=Conv]; +"313 node_relu_33" [id=313, type=Relu]; +"314 QuantizeLinear_relu_33_1" [id=314, type=QuantizeLinear]; +"315 DequantizeLinear_relu_33_1" [id=315, type=DequantizeLinear]; +"316 QuantizeLinear_layers.13.0.layers.6.weight_1" [id=316, type=QuantizeLinear]; +"317 DequantizeLinear_layers.13.0.layers.6.weight_1" [id=317, type=DequantizeLinear]; +"318 node_Conv_731" [id=318, type=Conv]; +"319 QuantizeLinear_getitem_150_1" [id=319, type=QuantizeLinear]; +"320 DequantizeLinear_getitem_150_1" [id=320, type=DequantizeLinear]; +"321 QuantizeLinear_layers.14.weight_1" [id=321, type=QuantizeLinear]; +"322 DequantizeLinear_layers.14.weight_1" [id=322, type=DequantizeLinear]; +"323 node_Conv_733" [id=323, type=Conv]; +"324 node_relu_34" [id=324, type=Relu]; +"325 QuantizeLinear_relu_34_1" [id=325, type=QuantizeLinear]; +"326 DequantizeLinear_relu_34_1" [id=326, type=DequantizeLinear]; +"327 node_mean" [id=327, type=ReduceMean]; +"328 QuantizeLinear_mean_1" [id=328, type=QuantizeLinear]; +"329 DequantizeLinear_mean_1" [id=329, type=DequantizeLinear]; "330 QuantizeLinear_classifier.1.weight_1" [id=330, type=QuantizeLinear]; "331 DequantizeLinear_classifier.1.weight_1" [id=331, type=DequantizeLinear]; -"332 /classifier/classifier.1/Gemm" [id=332, type=Gemm]; -"333 nncf_model_input_0" [id=333, type=nncf_model_input]; -"334 nncf_model_output_0" [id=334, type=nncf_model_output]; -"0 QuantizeLinear_input.1_1" -> "1 DequantizeLinear_input.1_1" [label="[1, 3, 224, 224]", style=dashed]; -"1 DequantizeLinear_input.1_1" -> "4 /layers/layers.0/Conv" [label="[1, 3, 224, 224]", style=solid]; -"2 QuantizeLinear_onnx^^Conv_467_1" -> "3 DequantizeLinear_onnx^^Conv_467_1" [label="[16, 3, 3, 3]", style=dashed]; -"3 DequantizeLinear_onnx^^Conv_467_1" -> "4 /layers/layers.0/Conv" [label="[16, 3, 3, 3]", style=solid]; -"4 /layers/layers.0/Conv" -> "5 /layers/layers.2/Relu" [label="[1, 16, 112, 112]", style=solid]; -"5 /layers/layers.2/Relu" -> "6 QuantizeLinear_/layers/layers.2/Relu_output_0_1" [label="[1, 16, 112, 112]", style=solid]; -"6 QuantizeLinear_/layers/layers.2/Relu_output_0_1" -> "7 DequantizeLinear_/layers/layers.2/Relu_output_0_1" [label="[1, 16, 112, 112]", style=dashed]; -"7 DequantizeLinear_/layers/layers.2/Relu_output_0_1" -> "10 /layers/layers.3/Conv" [label="[1, 16, 112, 112]", style=solid]; -"8 QuantizeLinear_onnx^^Conv_470_1" -> "9 DequantizeLinear_onnx^^Conv_470_1" [label="[16, 1, 3, 3]", style=dashed]; -"9 DequantizeLinear_onnx^^Conv_470_1" -> "10 /layers/layers.3/Conv" [label="[16, 1, 3, 3]", style=solid]; -"10 /layers/layers.3/Conv" -> "11 /layers/layers.5/Relu" [label="[1, 16, 112, 112]", style=solid]; -"11 /layers/layers.5/Relu" -> "12 QuantizeLinear_/layers/layers.5/Relu_output_0_1" [label="[1, 16, 112, 112]", style=solid]; -"12 QuantizeLinear_/layers/layers.5/Relu_output_0_1" -> "13 DequantizeLinear_/layers/layers.5/Relu_output_0_1" [label="[1, 16, 112, 112]", style=dashed]; -"13 DequantizeLinear_/layers/layers.5/Relu_output_0_1" -> "16 /layers/layers.6/Conv" [label="[1, 16, 112, 112]", style=solid]; -"14 QuantizeLinear_onnx^^Conv_473_1" -> "15 DequantizeLinear_onnx^^Conv_473_1" [label="[8, 16, 1, 1]", style=dashed]; -"15 DequantizeLinear_onnx^^Conv_473_1" -> "16 /layers/layers.6/Conv" [label="[8, 16, 1, 1]", style=solid]; -"16 /layers/layers.6/Conv" -> "17 QuantizeLinear_/layers/layers.6/Conv_output_0_1" [label="[1, 8, 112, 112]", style=solid]; -"17 QuantizeLinear_/layers/layers.6/Conv_output_0_1" -> "18 DequantizeLinear_/layers/layers.6/Conv_output_0_1" [label="[1, 8, 112, 112]", style=dashed]; -"18 DequantizeLinear_/layers/layers.6/Conv_output_0_1" -> "21 /layers/layers.8/layers.8.0/layers/layers.0/Conv" [label="[1, 8, 112, 112]", style=solid]; -"19 QuantizeLinear_onnx^^Conv_476_1" -> "20 DequantizeLinear_onnx^^Conv_476_1" [label="[24, 8, 1, 1]", style=dashed]; -"20 DequantizeLinear_onnx^^Conv_476_1" -> "21 /layers/layers.8/layers.8.0/layers/layers.0/Conv" [label="[24, 8, 1, 1]", style=solid]; -"21 /layers/layers.8/layers.8.0/layers/layers.0/Conv" -> "22 /layers/layers.8/layers.8.0/layers/layers.2/Relu" [label="[1, 24, 112, 112]", style=solid]; -"22 /layers/layers.8/layers.8.0/layers/layers.2/Relu" -> "23 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.2/Relu_output_0_1" [label="[1, 24, 112, 112]", style=solid]; -"23 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.2/Relu_output_0_1" -> "24 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.2/Relu_output_0_1" [label="[1, 24, 112, 112]", style=dashed]; -"24 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.2/Relu_output_0_1" -> "27 /layers/layers.8/layers.8.0/layers/layers.3/Conv" [label="[1, 24, 112, 112]", style=solid]; -"25 QuantizeLinear_onnx^^Conv_479_1" -> "26 DequantizeLinear_onnx^^Conv_479_1" [label="[24, 1, 3, 3]", style=dashed]; -"26 DequantizeLinear_onnx^^Conv_479_1" -> "27 /layers/layers.8/layers.8.0/layers/layers.3/Conv" [label="[24, 1, 3, 3]", style=solid]; -"27 /layers/layers.8/layers.8.0/layers/layers.3/Conv" -> "28 /layers/layers.8/layers.8.0/layers/layers.5/Relu" [label="[1, 24, 56, 56]", style=solid]; -"28 /layers/layers.8/layers.8.0/layers/layers.5/Relu" -> "29 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.5/Relu_output_0_1" [label="[1, 24, 56, 56]", style=solid]; -"29 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.5/Relu_output_0_1" -> "30 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.5/Relu_output_0_1" [label="[1, 24, 56, 56]", style=dashed]; -"30 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.5/Relu_output_0_1" -> "33 /layers/layers.8/layers.8.0/layers/layers.6/Conv" [label="[1, 24, 56, 56]", style=solid]; -"31 QuantizeLinear_onnx^^Conv_482_1" -> "32 DequantizeLinear_onnx^^Conv_482_1" [label="[16, 24, 1, 1]", style=dashed]; -"32 DequantizeLinear_onnx^^Conv_482_1" -> "33 /layers/layers.8/layers.8.0/layers/layers.6/Conv" [label="[16, 24, 1, 1]", style=solid]; -"33 /layers/layers.8/layers.8.0/layers/layers.6/Conv" -> "34 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.6/Conv_output_0_1" [label="[1, 16, 56, 56]", style=solid]; -"34 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.6/Conv_output_0_1" -> "35 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.6/Conv_output_0_1" [label="[1, 16, 56, 56]", style=dashed]; -"35 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.6/Conv_output_0_1" -> "38 /layers/layers.8/layers.8.1/layers/layers.0/Conv" [label="[1, 16, 56, 56]", style=solid]; -"35 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.6/Conv_output_0_1" -> "53 /layers/layers.8/layers.8.1/Add" [label="[1, 16, 56, 56]", style=solid]; -"36 QuantizeLinear_onnx^^Conv_485_1" -> "37 DequantizeLinear_onnx^^Conv_485_1" [label="[48, 16, 1, 1]", style=dashed]; -"37 DequantizeLinear_onnx^^Conv_485_1" -> "38 /layers/layers.8/layers.8.1/layers/layers.0/Conv" [label="[48, 16, 1, 1]", style=solid]; -"38 /layers/layers.8/layers.8.1/layers/layers.0/Conv" -> "39 /layers/layers.8/layers.8.1/layers/layers.2/Relu" [label="[1, 48, 56, 56]", style=solid]; -"39 /layers/layers.8/layers.8.1/layers/layers.2/Relu" -> "40 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.2/Relu_output_0_1" [label="[1, 48, 56, 56]", style=solid]; -"40 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.2/Relu_output_0_1" -> "41 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.2/Relu_output_0_1" [label="[1, 48, 56, 56]", style=dashed]; -"41 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.2/Relu_output_0_1" -> "44 /layers/layers.8/layers.8.1/layers/layers.3/Conv" [label="[1, 48, 56, 56]", style=solid]; -"42 QuantizeLinear_onnx^^Conv_488_1" -> "43 DequantizeLinear_onnx^^Conv_488_1" [label="[48, 1, 3, 3]", style=dashed]; -"43 DequantizeLinear_onnx^^Conv_488_1" -> "44 /layers/layers.8/layers.8.1/layers/layers.3/Conv" [label="[48, 1, 3, 3]", style=solid]; -"44 /layers/layers.8/layers.8.1/layers/layers.3/Conv" -> "45 /layers/layers.8/layers.8.1/layers/layers.5/Relu" [label="[1, 48, 56, 56]", style=solid]; -"45 /layers/layers.8/layers.8.1/layers/layers.5/Relu" -> "46 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.5/Relu_output_0_1" [label="[1, 48, 56, 56]", style=solid]; -"46 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.5/Relu_output_0_1" -> "47 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.5/Relu_output_0_1" [label="[1, 48, 56, 56]", style=dashed]; -"47 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.5/Relu_output_0_1" -> "50 /layers/layers.8/layers.8.1/layers/layers.6/Conv" [label="[1, 48, 56, 56]", style=solid]; -"48 QuantizeLinear_onnx^^Conv_491_1" -> "49 DequantizeLinear_onnx^^Conv_491_1" [label="[16, 48, 1, 1]", style=dashed]; -"49 DequantizeLinear_onnx^^Conv_491_1" -> "50 /layers/layers.8/layers.8.1/layers/layers.6/Conv" [label="[16, 48, 1, 1]", style=solid]; -"50 /layers/layers.8/layers.8.1/layers/layers.6/Conv" -> "51 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.6/Conv_output_0_1" [label="[1, 16, 56, 56]", style=solid]; -"51 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.6/Conv_output_0_1" -> "52 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.6/Conv_output_0_1" [label="[1, 16, 56, 56]", style=dashed]; -"52 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.6/Conv_output_0_1" -> "53 /layers/layers.8/layers.8.1/Add" [label="[1, 16, 56, 56]", style=solid]; -"53 /layers/layers.8/layers.8.1/Add" -> "54 QuantizeLinear_/layers/layers.8/layers.8.1/Add_output_0_1" [label="[1, 16, 56, 56]", style=solid]; -"54 QuantizeLinear_/layers/layers.8/layers.8.1/Add_output_0_1" -> "55 DequantizeLinear_/layers/layers.8/layers.8.1/Add_output_0_1" [label="[1, 16, 56, 56]", style=dashed]; -"55 DequantizeLinear_/layers/layers.8/layers.8.1/Add_output_0_1" -> "58 /layers/layers.8/layers.8.2/layers/layers.0/Conv" [label="[1, 16, 56, 56]", style=solid]; -"55 DequantizeLinear_/layers/layers.8/layers.8.1/Add_output_0_1" -> "73 /layers/layers.8/layers.8.2/Add" [label="[1, 16, 56, 56]", style=solid]; -"56 QuantizeLinear_onnx^^Conv_494_1" -> "57 DequantizeLinear_onnx^^Conv_494_1" [label="[48, 16, 1, 1]", style=dashed]; -"57 DequantizeLinear_onnx^^Conv_494_1" -> "58 /layers/layers.8/layers.8.2/layers/layers.0/Conv" [label="[48, 16, 1, 1]", style=solid]; -"58 /layers/layers.8/layers.8.2/layers/layers.0/Conv" -> "59 /layers/layers.8/layers.8.2/layers/layers.2/Relu" [label="[1, 48, 56, 56]", style=solid]; -"59 /layers/layers.8/layers.8.2/layers/layers.2/Relu" -> "60 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.2/Relu_output_0_1" [label="[1, 48, 56, 56]", style=solid]; -"60 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.2/Relu_output_0_1" -> "61 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.2/Relu_output_0_1" [label="[1, 48, 56, 56]", style=dashed]; -"61 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.2/Relu_output_0_1" -> "64 /layers/layers.8/layers.8.2/layers/layers.3/Conv" [label="[1, 48, 56, 56]", style=solid]; -"62 QuantizeLinear_onnx^^Conv_497_1" -> "63 DequantizeLinear_onnx^^Conv_497_1" [label="[48, 1, 3, 3]", style=dashed]; -"63 DequantizeLinear_onnx^^Conv_497_1" -> "64 /layers/layers.8/layers.8.2/layers/layers.3/Conv" [label="[48, 1, 3, 3]", style=solid]; -"64 /layers/layers.8/layers.8.2/layers/layers.3/Conv" -> "65 /layers/layers.8/layers.8.2/layers/layers.5/Relu" [label="[1, 48, 56, 56]", style=solid]; -"65 /layers/layers.8/layers.8.2/layers/layers.5/Relu" -> "66 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.5/Relu_output_0_1" [label="[1, 48, 56, 56]", style=solid]; -"66 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.5/Relu_output_0_1" -> "67 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.5/Relu_output_0_1" [label="[1, 48, 56, 56]", style=dashed]; -"67 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.5/Relu_output_0_1" -> "70 /layers/layers.8/layers.8.2/layers/layers.6/Conv" [label="[1, 48, 56, 56]", style=solid]; -"68 QuantizeLinear_onnx^^Conv_500_1" -> "69 DequantizeLinear_onnx^^Conv_500_1" [label="[16, 48, 1, 1]", style=dashed]; -"69 DequantizeLinear_onnx^^Conv_500_1" -> "70 /layers/layers.8/layers.8.2/layers/layers.6/Conv" [label="[16, 48, 1, 1]", style=solid]; -"70 /layers/layers.8/layers.8.2/layers/layers.6/Conv" -> "71 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.6/Conv_output_0_1" [label="[1, 16, 56, 56]", style=solid]; -"71 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.6/Conv_output_0_1" -> "72 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.6/Conv_output_0_1" [label="[1, 16, 56, 56]", style=dashed]; -"72 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.6/Conv_output_0_1" -> "73 /layers/layers.8/layers.8.2/Add" [label="[1, 16, 56, 56]", style=solid]; -"73 /layers/layers.8/layers.8.2/Add" -> "74 QuantizeLinear_/layers/layers.8/layers.8.2/Add_output_0_1" [label="[1, 16, 56, 56]", style=solid]; -"74 QuantizeLinear_/layers/layers.8/layers.8.2/Add_output_0_1" -> "75 DequantizeLinear_/layers/layers.8/layers.8.2/Add_output_0_1" [label="[1, 16, 56, 56]", style=dashed]; -"75 DequantizeLinear_/layers/layers.8/layers.8.2/Add_output_0_1" -> "78 /layers/layers.9/layers.9.0/layers/layers.0/Conv" [label="[1, 16, 56, 56]", style=solid]; -"76 QuantizeLinear_onnx^^Conv_503_1" -> "77 DequantizeLinear_onnx^^Conv_503_1" [label="[48, 16, 1, 1]", style=dashed]; -"77 DequantizeLinear_onnx^^Conv_503_1" -> "78 /layers/layers.9/layers.9.0/layers/layers.0/Conv" [label="[48, 16, 1, 1]", style=solid]; -"78 /layers/layers.9/layers.9.0/layers/layers.0/Conv" -> "79 /layers/layers.9/layers.9.0/layers/layers.2/Relu" [label="[1, 48, 56, 56]", style=solid]; -"79 /layers/layers.9/layers.9.0/layers/layers.2/Relu" -> "80 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.2/Relu_output_0_1" [label="[1, 48, 56, 56]", style=solid]; -"80 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.2/Relu_output_0_1" -> "81 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.2/Relu_output_0_1" [label="[1, 48, 56, 56]", style=dashed]; -"81 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.2/Relu_output_0_1" -> "84 /layers/layers.9/layers.9.0/layers/layers.3/Conv" [label="[1, 48, 56, 56]", style=solid]; -"82 QuantizeLinear_onnx^^Conv_506_1" -> "83 DequantizeLinear_onnx^^Conv_506_1" [label="[48, 1, 5, 5]", style=dashed]; -"83 DequantizeLinear_onnx^^Conv_506_1" -> "84 /layers/layers.9/layers.9.0/layers/layers.3/Conv" [label="[48, 1, 5, 5]", style=solid]; -"84 /layers/layers.9/layers.9.0/layers/layers.3/Conv" -> "85 /layers/layers.9/layers.9.0/layers/layers.5/Relu" [label="[1, 48, 28, 28]", style=solid]; -"85 /layers/layers.9/layers.9.0/layers/layers.5/Relu" -> "86 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.5/Relu_output_0_1" [label="[1, 48, 28, 28]", style=solid]; -"86 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.5/Relu_output_0_1" -> "87 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.5/Relu_output_0_1" [label="[1, 48, 28, 28]", style=dashed]; -"87 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.5/Relu_output_0_1" -> "90 /layers/layers.9/layers.9.0/layers/layers.6/Conv" [label="[1, 48, 28, 28]", style=solid]; -"88 QuantizeLinear_onnx^^Conv_509_1" -> "89 DequantizeLinear_onnx^^Conv_509_1" [label="[24, 48, 1, 1]", style=dashed]; -"89 DequantizeLinear_onnx^^Conv_509_1" -> "90 /layers/layers.9/layers.9.0/layers/layers.6/Conv" [label="[24, 48, 1, 1]", style=solid]; -"90 /layers/layers.9/layers.9.0/layers/layers.6/Conv" -> "91 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.6/Conv_output_0_1" [label="[1, 24, 28, 28]", style=solid]; -"91 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.6/Conv_output_0_1" -> "92 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.6/Conv_output_0_1" [label="[1, 24, 28, 28]", style=dashed]; -"92 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.6/Conv_output_0_1" -> "95 /layers/layers.9/layers.9.1/layers/layers.0/Conv" [label="[1, 24, 28, 28]", style=solid]; -"92 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.6/Conv_output_0_1" -> "110 /layers/layers.9/layers.9.1/Add" [label="[1, 24, 28, 28]", style=solid]; -"93 QuantizeLinear_onnx^^Conv_512_1" -> "94 DequantizeLinear_onnx^^Conv_512_1" [label="[72, 24, 1, 1]", style=dashed]; -"94 DequantizeLinear_onnx^^Conv_512_1" -> "95 /layers/layers.9/layers.9.1/layers/layers.0/Conv" [label="[72, 24, 1, 1]", style=solid]; -"95 /layers/layers.9/layers.9.1/layers/layers.0/Conv" -> "96 /layers/layers.9/layers.9.1/layers/layers.2/Relu" [label="[1, 72, 28, 28]", style=solid]; -"96 /layers/layers.9/layers.9.1/layers/layers.2/Relu" -> "97 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.2/Relu_output_0_1" [label="[1, 72, 28, 28]", style=solid]; -"97 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.2/Relu_output_0_1" -> "98 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.2/Relu_output_0_1" [label="[1, 72, 28, 28]", style=dashed]; -"98 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.2/Relu_output_0_1" -> "101 /layers/layers.9/layers.9.1/layers/layers.3/Conv" [label="[1, 72, 28, 28]", style=solid]; -"99 QuantizeLinear_onnx^^Conv_515_1" -> "100 DequantizeLinear_onnx^^Conv_515_1" [label="[72, 1, 5, 5]", style=dashed]; -"100 DequantizeLinear_onnx^^Conv_515_1" -> "101 /layers/layers.9/layers.9.1/layers/layers.3/Conv" [label="[72, 1, 5, 5]", style=solid]; -"101 /layers/layers.9/layers.9.1/layers/layers.3/Conv" -> "102 /layers/layers.9/layers.9.1/layers/layers.5/Relu" [label="[1, 72, 28, 28]", style=solid]; -"102 /layers/layers.9/layers.9.1/layers/layers.5/Relu" -> "103 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.5/Relu_output_0_1" [label="[1, 72, 28, 28]", style=solid]; -"103 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.5/Relu_output_0_1" -> "104 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.5/Relu_output_0_1" [label="[1, 72, 28, 28]", style=dashed]; -"104 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.5/Relu_output_0_1" -> "107 /layers/layers.9/layers.9.1/layers/layers.6/Conv" [label="[1, 72, 28, 28]", style=solid]; -"105 QuantizeLinear_onnx^^Conv_518_1" -> "106 DequantizeLinear_onnx^^Conv_518_1" [label="[24, 72, 1, 1]", style=dashed]; -"106 DequantizeLinear_onnx^^Conv_518_1" -> "107 /layers/layers.9/layers.9.1/layers/layers.6/Conv" [label="[24, 72, 1, 1]", style=solid]; -"107 /layers/layers.9/layers.9.1/layers/layers.6/Conv" -> "108 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.6/Conv_output_0_1" [label="[1, 24, 28, 28]", style=solid]; -"108 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.6/Conv_output_0_1" -> "109 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.6/Conv_output_0_1" [label="[1, 24, 28, 28]", style=dashed]; -"109 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.6/Conv_output_0_1" -> "110 /layers/layers.9/layers.9.1/Add" [label="[1, 24, 28, 28]", style=solid]; -"110 /layers/layers.9/layers.9.1/Add" -> "111 QuantizeLinear_/layers/layers.9/layers.9.1/Add_output_0_1" [label="[1, 24, 28, 28]", style=solid]; -"111 QuantizeLinear_/layers/layers.9/layers.9.1/Add_output_0_1" -> "112 DequantizeLinear_/layers/layers.9/layers.9.1/Add_output_0_1" [label="[1, 24, 28, 28]", style=dashed]; -"112 DequantizeLinear_/layers/layers.9/layers.9.1/Add_output_0_1" -> "115 /layers/layers.9/layers.9.2/layers/layers.0/Conv" [label="[1, 24, 28, 28]", style=solid]; -"112 DequantizeLinear_/layers/layers.9/layers.9.1/Add_output_0_1" -> "130 /layers/layers.9/layers.9.2/Add" [label="[1, 24, 28, 28]", style=solid]; -"113 QuantizeLinear_onnx^^Conv_521_1" -> "114 DequantizeLinear_onnx^^Conv_521_1" [label="[72, 24, 1, 1]", style=dashed]; -"114 DequantizeLinear_onnx^^Conv_521_1" -> "115 /layers/layers.9/layers.9.2/layers/layers.0/Conv" [label="[72, 24, 1, 1]", style=solid]; -"115 /layers/layers.9/layers.9.2/layers/layers.0/Conv" -> "116 /layers/layers.9/layers.9.2/layers/layers.2/Relu" [label="[1, 72, 28, 28]", style=solid]; -"116 /layers/layers.9/layers.9.2/layers/layers.2/Relu" -> "117 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.2/Relu_output_0_1" [label="[1, 72, 28, 28]", style=solid]; -"117 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.2/Relu_output_0_1" -> "118 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.2/Relu_output_0_1" [label="[1, 72, 28, 28]", style=dashed]; -"118 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.2/Relu_output_0_1" -> "121 /layers/layers.9/layers.9.2/layers/layers.3/Conv" [label="[1, 72, 28, 28]", style=solid]; -"119 QuantizeLinear_onnx^^Conv_524_1" -> "120 DequantizeLinear_onnx^^Conv_524_1" [label="[72, 1, 5, 5]", style=dashed]; -"120 DequantizeLinear_onnx^^Conv_524_1" -> "121 /layers/layers.9/layers.9.2/layers/layers.3/Conv" [label="[72, 1, 5, 5]", style=solid]; -"121 /layers/layers.9/layers.9.2/layers/layers.3/Conv" -> "122 /layers/layers.9/layers.9.2/layers/layers.5/Relu" [label="[1, 72, 28, 28]", style=solid]; -"122 /layers/layers.9/layers.9.2/layers/layers.5/Relu" -> "123 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.5/Relu_output_0_1" [label="[1, 72, 28, 28]", style=solid]; -"123 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.5/Relu_output_0_1" -> "124 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.5/Relu_output_0_1" [label="[1, 72, 28, 28]", style=dashed]; -"124 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.5/Relu_output_0_1" -> "127 /layers/layers.9/layers.9.2/layers/layers.6/Conv" [label="[1, 72, 28, 28]", style=solid]; -"125 QuantizeLinear_onnx^^Conv_527_1" -> "126 DequantizeLinear_onnx^^Conv_527_1" [label="[24, 72, 1, 1]", style=dashed]; -"126 DequantizeLinear_onnx^^Conv_527_1" -> "127 /layers/layers.9/layers.9.2/layers/layers.6/Conv" [label="[24, 72, 1, 1]", style=solid]; -"127 /layers/layers.9/layers.9.2/layers/layers.6/Conv" -> "128 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.6/Conv_output_0_1" [label="[1, 24, 28, 28]", style=solid]; -"128 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.6/Conv_output_0_1" -> "129 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.6/Conv_output_0_1" [label="[1, 24, 28, 28]", style=dashed]; -"129 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.6/Conv_output_0_1" -> "130 /layers/layers.9/layers.9.2/Add" [label="[1, 24, 28, 28]", style=solid]; -"130 /layers/layers.9/layers.9.2/Add" -> "131 QuantizeLinear_/layers/layers.9/layers.9.2/Add_output_0_1" [label="[1, 24, 28, 28]", style=solid]; -"131 QuantizeLinear_/layers/layers.9/layers.9.2/Add_output_0_1" -> "132 DequantizeLinear_/layers/layers.9/layers.9.2/Add_output_0_1" [label="[1, 24, 28, 28]", style=dashed]; -"132 DequantizeLinear_/layers/layers.9/layers.9.2/Add_output_0_1" -> "135 /layers/layers.10/layers.10.0/layers/layers.0/Conv" [label="[1, 24, 28, 28]", style=solid]; -"133 QuantizeLinear_onnx^^Conv_530_1" -> "134 DequantizeLinear_onnx^^Conv_530_1" [label="[144, 24, 1, 1]", style=dashed]; -"134 DequantizeLinear_onnx^^Conv_530_1" -> "135 /layers/layers.10/layers.10.0/layers/layers.0/Conv" [label="[144, 24, 1, 1]", style=solid]; -"135 /layers/layers.10/layers.10.0/layers/layers.0/Conv" -> "136 /layers/layers.10/layers.10.0/layers/layers.2/Relu" [label="[1, 144, 28, 28]", style=solid]; -"136 /layers/layers.10/layers.10.0/layers/layers.2/Relu" -> "137 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.2/Relu_output_0_1" [label="[1, 144, 28, 28]", style=solid]; -"137 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.2/Relu_output_0_1" -> "138 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.2/Relu_output_0_1" [label="[1, 144, 28, 28]", style=dashed]; -"138 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.2/Relu_output_0_1" -> "141 /layers/layers.10/layers.10.0/layers/layers.3/Conv" [label="[1, 144, 28, 28]", style=solid]; -"139 QuantizeLinear_onnx^^Conv_533_1" -> "140 DequantizeLinear_onnx^^Conv_533_1" [label="[144, 1, 5, 5]", style=dashed]; -"140 DequantizeLinear_onnx^^Conv_533_1" -> "141 /layers/layers.10/layers.10.0/layers/layers.3/Conv" [label="[144, 1, 5, 5]", style=solid]; -"141 /layers/layers.10/layers.10.0/layers/layers.3/Conv" -> "142 /layers/layers.10/layers.10.0/layers/layers.5/Relu" [label="[1, 144, 14, 14]", style=solid]; -"142 /layers/layers.10/layers.10.0/layers/layers.5/Relu" -> "143 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.5/Relu_output_0_1" [label="[1, 144, 14, 14]", style=solid]; -"143 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.5/Relu_output_0_1" -> "144 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.5/Relu_output_0_1" [label="[1, 144, 14, 14]", style=dashed]; -"144 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.5/Relu_output_0_1" -> "147 /layers/layers.10/layers.10.0/layers/layers.6/Conv" [label="[1, 144, 14, 14]", style=solid]; -"145 QuantizeLinear_onnx^^Conv_536_1" -> "146 DequantizeLinear_onnx^^Conv_536_1" [label="[40, 144, 1, 1]", style=dashed]; -"146 DequantizeLinear_onnx^^Conv_536_1" -> "147 /layers/layers.10/layers.10.0/layers/layers.6/Conv" [label="[40, 144, 1, 1]", style=solid]; -"147 /layers/layers.10/layers.10.0/layers/layers.6/Conv" -> "148 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.6/Conv_output_0_1" [label="[1, 40, 14, 14]", style=solid]; -"148 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.6/Conv_output_0_1" -> "149 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.6/Conv_output_0_1" [label="[1, 40, 14, 14]", style=dashed]; -"149 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.6/Conv_output_0_1" -> "152 /layers/layers.10/layers.10.1/layers/layers.0/Conv" [label="[1, 40, 14, 14]", style=solid]; -"149 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.6/Conv_output_0_1" -> "167 /layers/layers.10/layers.10.1/Add" [label="[1, 40, 14, 14]", style=solid]; -"150 QuantizeLinear_onnx^^Conv_539_1" -> "151 DequantizeLinear_onnx^^Conv_539_1" [label="[240, 40, 1, 1]", style=dashed]; -"151 DequantizeLinear_onnx^^Conv_539_1" -> "152 /layers/layers.10/layers.10.1/layers/layers.0/Conv" [label="[240, 40, 1, 1]", style=solid]; -"152 /layers/layers.10/layers.10.1/layers/layers.0/Conv" -> "153 /layers/layers.10/layers.10.1/layers/layers.2/Relu" [label="[1, 240, 14, 14]", style=solid]; -"153 /layers/layers.10/layers.10.1/layers/layers.2/Relu" -> "154 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.2/Relu_output_0_1" [label="[1, 240, 14, 14]", style=solid]; -"154 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.2/Relu_output_0_1" -> "155 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.2/Relu_output_0_1" [label="[1, 240, 14, 14]", style=dashed]; -"155 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.2/Relu_output_0_1" -> "158 /layers/layers.10/layers.10.1/layers/layers.3/Conv" [label="[1, 240, 14, 14]", style=solid]; -"156 QuantizeLinear_onnx^^Conv_542_1" -> "157 DequantizeLinear_onnx^^Conv_542_1" [label="[240, 1, 5, 5]", style=dashed]; -"157 DequantizeLinear_onnx^^Conv_542_1" -> "158 /layers/layers.10/layers.10.1/layers/layers.3/Conv" [label="[240, 1, 5, 5]", style=solid]; -"158 /layers/layers.10/layers.10.1/layers/layers.3/Conv" -> "159 /layers/layers.10/layers.10.1/layers/layers.5/Relu" [label="[1, 240, 14, 14]", style=solid]; -"159 /layers/layers.10/layers.10.1/layers/layers.5/Relu" -> "160 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.5/Relu_output_0_1" [label="[1, 240, 14, 14]", style=solid]; -"160 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.5/Relu_output_0_1" -> "161 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.5/Relu_output_0_1" [label="[1, 240, 14, 14]", style=dashed]; -"161 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.5/Relu_output_0_1" -> "164 /layers/layers.10/layers.10.1/layers/layers.6/Conv" [label="[1, 240, 14, 14]", style=solid]; -"162 QuantizeLinear_onnx^^Conv_545_1" -> "163 DequantizeLinear_onnx^^Conv_545_1" [label="[40, 240, 1, 1]", style=dashed]; -"163 DequantizeLinear_onnx^^Conv_545_1" -> "164 /layers/layers.10/layers.10.1/layers/layers.6/Conv" [label="[40, 240, 1, 1]", style=solid]; -"164 /layers/layers.10/layers.10.1/layers/layers.6/Conv" -> "165 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.6/Conv_output_0_1" [label="[1, 40, 14, 14]", style=solid]; -"165 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.6/Conv_output_0_1" -> "166 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.6/Conv_output_0_1" [label="[1, 40, 14, 14]", style=dashed]; -"166 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.6/Conv_output_0_1" -> "167 /layers/layers.10/layers.10.1/Add" [label="[1, 40, 14, 14]", style=solid]; -"167 /layers/layers.10/layers.10.1/Add" -> "168 QuantizeLinear_/layers/layers.10/layers.10.1/Add_output_0_1" [label="[1, 40, 14, 14]", style=solid]; -"168 QuantizeLinear_/layers/layers.10/layers.10.1/Add_output_0_1" -> "169 DequantizeLinear_/layers/layers.10/layers.10.1/Add_output_0_1" [label="[1, 40, 14, 14]", style=dashed]; -"169 DequantizeLinear_/layers/layers.10/layers.10.1/Add_output_0_1" -> "172 /layers/layers.10/layers.10.2/layers/layers.0/Conv" [label="[1, 40, 14, 14]", style=solid]; -"169 DequantizeLinear_/layers/layers.10/layers.10.1/Add_output_0_1" -> "187 /layers/layers.10/layers.10.2/Add" [label="[1, 40, 14, 14]", style=solid]; -"170 QuantizeLinear_onnx^^Conv_548_1" -> "171 DequantizeLinear_onnx^^Conv_548_1" [label="[240, 40, 1, 1]", style=dashed]; -"171 DequantizeLinear_onnx^^Conv_548_1" -> "172 /layers/layers.10/layers.10.2/layers/layers.0/Conv" [label="[240, 40, 1, 1]", style=solid]; -"172 /layers/layers.10/layers.10.2/layers/layers.0/Conv" -> "173 /layers/layers.10/layers.10.2/layers/layers.2/Relu" [label="[1, 240, 14, 14]", style=solid]; -"173 /layers/layers.10/layers.10.2/layers/layers.2/Relu" -> "174 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.2/Relu_output_0_1" [label="[1, 240, 14, 14]", style=solid]; -"174 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.2/Relu_output_0_1" -> "175 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.2/Relu_output_0_1" [label="[1, 240, 14, 14]", style=dashed]; -"175 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.2/Relu_output_0_1" -> "178 /layers/layers.10/layers.10.2/layers/layers.3/Conv" [label="[1, 240, 14, 14]", style=solid]; -"176 QuantizeLinear_onnx^^Conv_551_1" -> "177 DequantizeLinear_onnx^^Conv_551_1" [label="[240, 1, 5, 5]", style=dashed]; -"177 DequantizeLinear_onnx^^Conv_551_1" -> "178 /layers/layers.10/layers.10.2/layers/layers.3/Conv" [label="[240, 1, 5, 5]", style=solid]; -"178 /layers/layers.10/layers.10.2/layers/layers.3/Conv" -> "179 /layers/layers.10/layers.10.2/layers/layers.5/Relu" [label="[1, 240, 14, 14]", style=solid]; -"179 /layers/layers.10/layers.10.2/layers/layers.5/Relu" -> "180 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.5/Relu_output_0_1" [label="[1, 240, 14, 14]", style=solid]; -"180 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.5/Relu_output_0_1" -> "181 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.5/Relu_output_0_1" [label="[1, 240, 14, 14]", style=dashed]; -"181 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.5/Relu_output_0_1" -> "184 /layers/layers.10/layers.10.2/layers/layers.6/Conv" [label="[1, 240, 14, 14]", style=solid]; -"182 QuantizeLinear_onnx^^Conv_554_1" -> "183 DequantizeLinear_onnx^^Conv_554_1" [label="[40, 240, 1, 1]", style=dashed]; -"183 DequantizeLinear_onnx^^Conv_554_1" -> "184 /layers/layers.10/layers.10.2/layers/layers.6/Conv" [label="[40, 240, 1, 1]", style=solid]; -"184 /layers/layers.10/layers.10.2/layers/layers.6/Conv" -> "185 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.6/Conv_output_0_1" [label="[1, 40, 14, 14]", style=solid]; -"185 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.6/Conv_output_0_1" -> "186 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.6/Conv_output_0_1" [label="[1, 40, 14, 14]", style=dashed]; -"186 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.6/Conv_output_0_1" -> "187 /layers/layers.10/layers.10.2/Add" [label="[1, 40, 14, 14]", style=solid]; -"187 /layers/layers.10/layers.10.2/Add" -> "188 QuantizeLinear_/layers/layers.10/layers.10.2/Add_output_0_1" [label="[1, 40, 14, 14]", style=solid]; -"188 QuantizeLinear_/layers/layers.10/layers.10.2/Add_output_0_1" -> "189 DequantizeLinear_/layers/layers.10/layers.10.2/Add_output_0_1" [label="[1, 40, 14, 14]", style=dashed]; -"189 DequantizeLinear_/layers/layers.10/layers.10.2/Add_output_0_1" -> "192 /layers/layers.11/layers.11.0/layers/layers.0/Conv" [label="[1, 40, 14, 14]", style=solid]; -"190 QuantizeLinear_onnx^^Conv_557_1" -> "191 DequantizeLinear_onnx^^Conv_557_1" [label="[240, 40, 1, 1]", style=dashed]; -"191 DequantizeLinear_onnx^^Conv_557_1" -> "192 /layers/layers.11/layers.11.0/layers/layers.0/Conv" [label="[240, 40, 1, 1]", style=solid]; -"192 /layers/layers.11/layers.11.0/layers/layers.0/Conv" -> "193 /layers/layers.11/layers.11.0/layers/layers.2/Relu" [label="[1, 240, 14, 14]", style=solid]; -"193 /layers/layers.11/layers.11.0/layers/layers.2/Relu" -> "194 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.2/Relu_output_0_1" [label="[1, 240, 14, 14]", style=solid]; -"194 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.2/Relu_output_0_1" -> "195 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.2/Relu_output_0_1" [label="[1, 240, 14, 14]", style=dashed]; -"195 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.2/Relu_output_0_1" -> "198 /layers/layers.11/layers.11.0/layers/layers.3/Conv" [label="[1, 240, 14, 14]", style=solid]; -"196 QuantizeLinear_onnx^^Conv_560_1" -> "197 DequantizeLinear_onnx^^Conv_560_1" [label="[240, 1, 3, 3]", style=dashed]; -"197 DequantizeLinear_onnx^^Conv_560_1" -> "198 /layers/layers.11/layers.11.0/layers/layers.3/Conv" [label="[240, 1, 3, 3]", style=solid]; -"198 /layers/layers.11/layers.11.0/layers/layers.3/Conv" -> "199 /layers/layers.11/layers.11.0/layers/layers.5/Relu" [label="[1, 240, 14, 14]", style=solid]; -"199 /layers/layers.11/layers.11.0/layers/layers.5/Relu" -> "200 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.5/Relu_output_0_1" [label="[1, 240, 14, 14]", style=solid]; -"200 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.5/Relu_output_0_1" -> "201 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.5/Relu_output_0_1" [label="[1, 240, 14, 14]", style=dashed]; -"201 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.5/Relu_output_0_1" -> "204 /layers/layers.11/layers.11.0/layers/layers.6/Conv" [label="[1, 240, 14, 14]", style=solid]; -"202 QuantizeLinear_onnx^^Conv_563_1" -> "203 DequantizeLinear_onnx^^Conv_563_1" [label="[48, 240, 1, 1]", style=dashed]; -"203 DequantizeLinear_onnx^^Conv_563_1" -> "204 /layers/layers.11/layers.11.0/layers/layers.6/Conv" [label="[48, 240, 1, 1]", style=solid]; -"204 /layers/layers.11/layers.11.0/layers/layers.6/Conv" -> "205 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.6/Conv_output_0_1" [label="[1, 48, 14, 14]", style=solid]; -"205 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.6/Conv_output_0_1" -> "206 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.6/Conv_output_0_1" [label="[1, 48, 14, 14]", style=dashed]; -"206 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.6/Conv_output_0_1" -> "209 /layers/layers.11/layers.11.1/layers/layers.0/Conv" [label="[1, 48, 14, 14]", style=solid]; -"206 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.6/Conv_output_0_1" -> "224 /layers/layers.11/layers.11.1/Add" [label="[1, 48, 14, 14]", style=solid]; -"207 QuantizeLinear_onnx^^Conv_566_1" -> "208 DequantizeLinear_onnx^^Conv_566_1" [label="[288, 48, 1, 1]", style=dashed]; -"208 DequantizeLinear_onnx^^Conv_566_1" -> "209 /layers/layers.11/layers.11.1/layers/layers.0/Conv" [label="[288, 48, 1, 1]", style=solid]; -"209 /layers/layers.11/layers.11.1/layers/layers.0/Conv" -> "210 /layers/layers.11/layers.11.1/layers/layers.2/Relu" [label="[1, 288, 14, 14]", style=solid]; -"210 /layers/layers.11/layers.11.1/layers/layers.2/Relu" -> "211 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.2/Relu_output_0_1" [label="[1, 288, 14, 14]", style=solid]; -"211 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.2/Relu_output_0_1" -> "212 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.2/Relu_output_0_1" [label="[1, 288, 14, 14]", style=dashed]; -"212 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.2/Relu_output_0_1" -> "215 /layers/layers.11/layers.11.1/layers/layers.3/Conv" [label="[1, 288, 14, 14]", style=solid]; -"213 QuantizeLinear_onnx^^Conv_569_1" -> "214 DequantizeLinear_onnx^^Conv_569_1" [label="[288, 1, 3, 3]", style=dashed]; -"214 DequantizeLinear_onnx^^Conv_569_1" -> "215 /layers/layers.11/layers.11.1/layers/layers.3/Conv" [label="[288, 1, 3, 3]", style=solid]; -"215 /layers/layers.11/layers.11.1/layers/layers.3/Conv" -> "216 /layers/layers.11/layers.11.1/layers/layers.5/Relu" [label="[1, 288, 14, 14]", style=solid]; -"216 /layers/layers.11/layers.11.1/layers/layers.5/Relu" -> "217 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.5/Relu_output_0_1" [label="[1, 288, 14, 14]", style=solid]; -"217 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.5/Relu_output_0_1" -> "218 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.5/Relu_output_0_1" [label="[1, 288, 14, 14]", style=dashed]; -"218 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.5/Relu_output_0_1" -> "221 /layers/layers.11/layers.11.1/layers/layers.6/Conv" [label="[1, 288, 14, 14]", style=solid]; -"219 QuantizeLinear_onnx^^Conv_572_1" -> "220 DequantizeLinear_onnx^^Conv_572_1" [label="[48, 288, 1, 1]", style=dashed]; -"220 DequantizeLinear_onnx^^Conv_572_1" -> "221 /layers/layers.11/layers.11.1/layers/layers.6/Conv" [label="[48, 288, 1, 1]", style=solid]; -"221 /layers/layers.11/layers.11.1/layers/layers.6/Conv" -> "222 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.6/Conv_output_0_1" [label="[1, 48, 14, 14]", style=solid]; -"222 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.6/Conv_output_0_1" -> "223 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.6/Conv_output_0_1" [label="[1, 48, 14, 14]", style=dashed]; -"223 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.6/Conv_output_0_1" -> "224 /layers/layers.11/layers.11.1/Add" [label="[1, 48, 14, 14]", style=solid]; -"224 /layers/layers.11/layers.11.1/Add" -> "225 QuantizeLinear_/layers/layers.11/layers.11.1/Add_output_0_1" [label="[1, 48, 14, 14]", style=solid]; -"225 QuantizeLinear_/layers/layers.11/layers.11.1/Add_output_0_1" -> "226 DequantizeLinear_/layers/layers.11/layers.11.1/Add_output_0_1" [label="[1, 48, 14, 14]", style=dashed]; -"226 DequantizeLinear_/layers/layers.11/layers.11.1/Add_output_0_1" -> "229 /layers/layers.12/layers.12.0/layers/layers.0/Conv" [label="[1, 48, 14, 14]", style=solid]; -"227 QuantizeLinear_onnx^^Conv_575_1" -> "228 DequantizeLinear_onnx^^Conv_575_1" [label="[288, 48, 1, 1]", style=dashed]; -"228 DequantizeLinear_onnx^^Conv_575_1" -> "229 /layers/layers.12/layers.12.0/layers/layers.0/Conv" [label="[288, 48, 1, 1]", style=solid]; -"229 /layers/layers.12/layers.12.0/layers/layers.0/Conv" -> "230 /layers/layers.12/layers.12.0/layers/layers.2/Relu" [label="[1, 288, 14, 14]", style=solid]; -"230 /layers/layers.12/layers.12.0/layers/layers.2/Relu" -> "231 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.2/Relu_output_0_1" [label="[1, 288, 14, 14]", style=solid]; -"231 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.2/Relu_output_0_1" -> "232 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.2/Relu_output_0_1" [label="[1, 288, 14, 14]", style=dashed]; -"232 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.2/Relu_output_0_1" -> "235 /layers/layers.12/layers.12.0/layers/layers.3/Conv" [label="[1, 288, 14, 14]", style=solid]; -"233 QuantizeLinear_onnx^^Conv_578_1" -> "234 DequantizeLinear_onnx^^Conv_578_1" [label="[288, 1, 5, 5]", style=dashed]; -"234 DequantizeLinear_onnx^^Conv_578_1" -> "235 /layers/layers.12/layers.12.0/layers/layers.3/Conv" [label="[288, 1, 5, 5]", style=solid]; -"235 /layers/layers.12/layers.12.0/layers/layers.3/Conv" -> "236 /layers/layers.12/layers.12.0/layers/layers.5/Relu" [label="[1, 288, 7, 7]", style=solid]; -"236 /layers/layers.12/layers.12.0/layers/layers.5/Relu" -> "237 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.5/Relu_output_0_1" [label="[1, 288, 7, 7]", style=solid]; -"237 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.5/Relu_output_0_1" -> "238 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.5/Relu_output_0_1" [label="[1, 288, 7, 7]", style=dashed]; -"238 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.5/Relu_output_0_1" -> "241 /layers/layers.12/layers.12.0/layers/layers.6/Conv" [label="[1, 288, 7, 7]", style=solid]; -"239 QuantizeLinear_onnx^^Conv_581_1" -> "240 DequantizeLinear_onnx^^Conv_581_1" [label="[96, 288, 1, 1]", style=dashed]; -"240 DequantizeLinear_onnx^^Conv_581_1" -> "241 /layers/layers.12/layers.12.0/layers/layers.6/Conv" [label="[96, 288, 1, 1]", style=solid]; -"241 /layers/layers.12/layers.12.0/layers/layers.6/Conv" -> "242 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.6/Conv_output_0_1" [label="[1, 96, 7, 7]", style=solid]; -"242 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.6/Conv_output_0_1" -> "243 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.6/Conv_output_0_1" [label="[1, 96, 7, 7]", style=dashed]; -"243 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.6/Conv_output_0_1" -> "246 /layers/layers.12/layers.12.1/layers/layers.0/Conv" [label="[1, 96, 7, 7]", style=solid]; -"243 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.6/Conv_output_0_1" -> "261 /layers/layers.12/layers.12.1/Add" [label="[1, 96, 7, 7]", style=solid]; -"244 QuantizeLinear_onnx^^Conv_584_1" -> "245 DequantizeLinear_onnx^^Conv_584_1" [label="[576, 96, 1, 1]", style=dashed]; -"245 DequantizeLinear_onnx^^Conv_584_1" -> "246 /layers/layers.12/layers.12.1/layers/layers.0/Conv" [label="[576, 96, 1, 1]", style=solid]; -"246 /layers/layers.12/layers.12.1/layers/layers.0/Conv" -> "247 /layers/layers.12/layers.12.1/layers/layers.2/Relu" [label="[1, 576, 7, 7]", style=solid]; -"247 /layers/layers.12/layers.12.1/layers/layers.2/Relu" -> "248 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.2/Relu_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"248 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.2/Relu_output_0_1" -> "249 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.2/Relu_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"249 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.2/Relu_output_0_1" -> "252 /layers/layers.12/layers.12.1/layers/layers.3/Conv" [label="[1, 576, 7, 7]", style=solid]; -"250 QuantizeLinear_onnx^^Conv_587_1" -> "251 DequantizeLinear_onnx^^Conv_587_1" [label="[576, 1, 5, 5]", style=dashed]; -"251 DequantizeLinear_onnx^^Conv_587_1" -> "252 /layers/layers.12/layers.12.1/layers/layers.3/Conv" [label="[576, 1, 5, 5]", style=solid]; -"252 /layers/layers.12/layers.12.1/layers/layers.3/Conv" -> "253 /layers/layers.12/layers.12.1/layers/layers.5/Relu" [label="[1, 576, 7, 7]", style=solid]; -"253 /layers/layers.12/layers.12.1/layers/layers.5/Relu" -> "254 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.5/Relu_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"254 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.5/Relu_output_0_1" -> "255 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.5/Relu_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"255 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.5/Relu_output_0_1" -> "258 /layers/layers.12/layers.12.1/layers/layers.6/Conv" [label="[1, 576, 7, 7]", style=solid]; -"256 QuantizeLinear_onnx^^Conv_590_1" -> "257 DequantizeLinear_onnx^^Conv_590_1" [label="[96, 576, 1, 1]", style=dashed]; -"257 DequantizeLinear_onnx^^Conv_590_1" -> "258 /layers/layers.12/layers.12.1/layers/layers.6/Conv" [label="[96, 576, 1, 1]", style=solid]; -"258 /layers/layers.12/layers.12.1/layers/layers.6/Conv" -> "259 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.6/Conv_output_0_1" [label="[1, 96, 7, 7]", style=solid]; -"259 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.6/Conv_output_0_1" -> "260 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.6/Conv_output_0_1" [label="[1, 96, 7, 7]", style=dashed]; -"260 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.6/Conv_output_0_1" -> "261 /layers/layers.12/layers.12.1/Add" [label="[1, 96, 7, 7]", style=solid]; -"261 /layers/layers.12/layers.12.1/Add" -> "262 QuantizeLinear_/layers/layers.12/layers.12.1/Add_output_0_1" [label="[1, 96, 7, 7]", style=solid]; -"262 QuantizeLinear_/layers/layers.12/layers.12.1/Add_output_0_1" -> "263 DequantizeLinear_/layers/layers.12/layers.12.1/Add_output_0_1" [label="[1, 96, 7, 7]", style=dashed]; -"263 DequantizeLinear_/layers/layers.12/layers.12.1/Add_output_0_1" -> "266 /layers/layers.12/layers.12.2/layers/layers.0/Conv" [label="[1, 96, 7, 7]", style=solid]; -"263 DequantizeLinear_/layers/layers.12/layers.12.1/Add_output_0_1" -> "281 /layers/layers.12/layers.12.2/Add" [label="[1, 96, 7, 7]", style=solid]; -"264 QuantizeLinear_onnx^^Conv_593_1" -> "265 DequantizeLinear_onnx^^Conv_593_1" [label="[576, 96, 1, 1]", style=dashed]; -"265 DequantizeLinear_onnx^^Conv_593_1" -> "266 /layers/layers.12/layers.12.2/layers/layers.0/Conv" [label="[576, 96, 1, 1]", style=solid]; -"266 /layers/layers.12/layers.12.2/layers/layers.0/Conv" -> "267 /layers/layers.12/layers.12.2/layers/layers.2/Relu" [label="[1, 576, 7, 7]", style=solid]; -"267 /layers/layers.12/layers.12.2/layers/layers.2/Relu" -> "268 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.2/Relu_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"268 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.2/Relu_output_0_1" -> "269 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.2/Relu_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"269 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.2/Relu_output_0_1" -> "272 /layers/layers.12/layers.12.2/layers/layers.3/Conv" [label="[1, 576, 7, 7]", style=solid]; -"270 QuantizeLinear_onnx^^Conv_596_1" -> "271 DequantizeLinear_onnx^^Conv_596_1" [label="[576, 1, 5, 5]", style=dashed]; -"271 DequantizeLinear_onnx^^Conv_596_1" -> "272 /layers/layers.12/layers.12.2/layers/layers.3/Conv" [label="[576, 1, 5, 5]", style=solid]; -"272 /layers/layers.12/layers.12.2/layers/layers.3/Conv" -> "273 /layers/layers.12/layers.12.2/layers/layers.5/Relu" [label="[1, 576, 7, 7]", style=solid]; -"273 /layers/layers.12/layers.12.2/layers/layers.5/Relu" -> "274 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.5/Relu_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"274 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.5/Relu_output_0_1" -> "275 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.5/Relu_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"275 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.5/Relu_output_0_1" -> "278 /layers/layers.12/layers.12.2/layers/layers.6/Conv" [label="[1, 576, 7, 7]", style=solid]; -"276 QuantizeLinear_onnx^^Conv_599_1" -> "277 DequantizeLinear_onnx^^Conv_599_1" [label="[96, 576, 1, 1]", style=dashed]; -"277 DequantizeLinear_onnx^^Conv_599_1" -> "278 /layers/layers.12/layers.12.2/layers/layers.6/Conv" [label="[96, 576, 1, 1]", style=solid]; -"278 /layers/layers.12/layers.12.2/layers/layers.6/Conv" -> "279 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.6/Conv_output_0_1" [label="[1, 96, 7, 7]", style=solid]; -"279 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.6/Conv_output_0_1" -> "280 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.6/Conv_output_0_1" [label="[1, 96, 7, 7]", style=dashed]; -"280 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.6/Conv_output_0_1" -> "281 /layers/layers.12/layers.12.2/Add" [label="[1, 96, 7, 7]", style=solid]; -"281 /layers/layers.12/layers.12.2/Add" -> "282 QuantizeLinear_/layers/layers.12/layers.12.2/Add_output_0_1" [label="[1, 96, 7, 7]", style=solid]; -"282 QuantizeLinear_/layers/layers.12/layers.12.2/Add_output_0_1" -> "283 DequantizeLinear_/layers/layers.12/layers.12.2/Add_output_0_1" [label="[1, 96, 7, 7]", style=dashed]; -"283 DequantizeLinear_/layers/layers.12/layers.12.2/Add_output_0_1" -> "286 /layers/layers.12/layers.12.3/layers/layers.0/Conv" [label="[1, 96, 7, 7]", style=solid]; -"283 DequantizeLinear_/layers/layers.12/layers.12.2/Add_output_0_1" -> "301 /layers/layers.12/layers.12.3/Add" [label="[1, 96, 7, 7]", style=solid]; -"284 QuantizeLinear_onnx^^Conv_602_1" -> "285 DequantizeLinear_onnx^^Conv_602_1" [label="[576, 96, 1, 1]", style=dashed]; -"285 DequantizeLinear_onnx^^Conv_602_1" -> "286 /layers/layers.12/layers.12.3/layers/layers.0/Conv" [label="[576, 96, 1, 1]", style=solid]; -"286 /layers/layers.12/layers.12.3/layers/layers.0/Conv" -> "287 /layers/layers.12/layers.12.3/layers/layers.2/Relu" [label="[1, 576, 7, 7]", style=solid]; -"287 /layers/layers.12/layers.12.3/layers/layers.2/Relu" -> "288 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.2/Relu_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"288 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.2/Relu_output_0_1" -> "289 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.2/Relu_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"289 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.2/Relu_output_0_1" -> "292 /layers/layers.12/layers.12.3/layers/layers.3/Conv" [label="[1, 576, 7, 7]", style=solid]; -"290 QuantizeLinear_onnx^^Conv_605_1" -> "291 DequantizeLinear_onnx^^Conv_605_1" [label="[576, 1, 5, 5]", style=dashed]; -"291 DequantizeLinear_onnx^^Conv_605_1" -> "292 /layers/layers.12/layers.12.3/layers/layers.3/Conv" [label="[576, 1, 5, 5]", style=solid]; -"292 /layers/layers.12/layers.12.3/layers/layers.3/Conv" -> "293 /layers/layers.12/layers.12.3/layers/layers.5/Relu" [label="[1, 576, 7, 7]", style=solid]; -"293 /layers/layers.12/layers.12.3/layers/layers.5/Relu" -> "294 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.5/Relu_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"294 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.5/Relu_output_0_1" -> "295 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.5/Relu_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"295 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.5/Relu_output_0_1" -> "298 /layers/layers.12/layers.12.3/layers/layers.6/Conv" [label="[1, 576, 7, 7]", style=solid]; -"296 QuantizeLinear_onnx^^Conv_608_1" -> "297 DequantizeLinear_onnx^^Conv_608_1" [label="[96, 576, 1, 1]", style=dashed]; -"297 DequantizeLinear_onnx^^Conv_608_1" -> "298 /layers/layers.12/layers.12.3/layers/layers.6/Conv" [label="[96, 576, 1, 1]", style=solid]; -"298 /layers/layers.12/layers.12.3/layers/layers.6/Conv" -> "299 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.6/Conv_output_0_1" [label="[1, 96, 7, 7]", style=solid]; -"299 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.6/Conv_output_0_1" -> "300 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.6/Conv_output_0_1" [label="[1, 96, 7, 7]", style=dashed]; -"300 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.6/Conv_output_0_1" -> "301 /layers/layers.12/layers.12.3/Add" [label="[1, 96, 7, 7]", style=solid]; -"301 /layers/layers.12/layers.12.3/Add" -> "302 QuantizeLinear_/layers/layers.12/layers.12.3/Add_output_0_1" [label="[1, 96, 7, 7]", style=solid]; -"302 QuantizeLinear_/layers/layers.12/layers.12.3/Add_output_0_1" -> "303 DequantizeLinear_/layers/layers.12/layers.12.3/Add_output_0_1" [label="[1, 96, 7, 7]", style=dashed]; -"303 DequantizeLinear_/layers/layers.12/layers.12.3/Add_output_0_1" -> "306 /layers/layers.13/layers.13.0/layers/layers.0/Conv" [label="[1, 96, 7, 7]", style=solid]; -"304 QuantizeLinear_onnx^^Conv_611_1" -> "305 DequantizeLinear_onnx^^Conv_611_1" [label="[576, 96, 1, 1]", style=dashed]; -"305 DequantizeLinear_onnx^^Conv_611_1" -> "306 /layers/layers.13/layers.13.0/layers/layers.0/Conv" [label="[576, 96, 1, 1]", style=solid]; -"306 /layers/layers.13/layers.13.0/layers/layers.0/Conv" -> "307 /layers/layers.13/layers.13.0/layers/layers.2/Relu" [label="[1, 576, 7, 7]", style=solid]; -"307 /layers/layers.13/layers.13.0/layers/layers.2/Relu" -> "308 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.2/Relu_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"308 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.2/Relu_output_0_1" -> "309 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.2/Relu_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"309 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.2/Relu_output_0_1" -> "312 /layers/layers.13/layers.13.0/layers/layers.3/Conv" [label="[1, 576, 7, 7]", style=solid]; -"310 QuantizeLinear_onnx^^Conv_614_1" -> "311 DequantizeLinear_onnx^^Conv_614_1" [label="[576, 1, 3, 3]", style=dashed]; -"311 DequantizeLinear_onnx^^Conv_614_1" -> "312 /layers/layers.13/layers.13.0/layers/layers.3/Conv" [label="[576, 1, 3, 3]", style=solid]; -"312 /layers/layers.13/layers.13.0/layers/layers.3/Conv" -> "313 /layers/layers.13/layers.13.0/layers/layers.5/Relu" [label="[1, 576, 7, 7]", style=solid]; -"313 /layers/layers.13/layers.13.0/layers/layers.5/Relu" -> "314 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.5/Relu_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"314 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.5/Relu_output_0_1" -> "315 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.5/Relu_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"315 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.5/Relu_output_0_1" -> "318 /layers/layers.13/layers.13.0/layers/layers.6/Conv" [label="[1, 576, 7, 7]", style=solid]; -"316 QuantizeLinear_onnx^^Conv_617_1" -> "317 DequantizeLinear_onnx^^Conv_617_1" [label="[160, 576, 1, 1]", style=dashed]; -"317 DequantizeLinear_onnx^^Conv_617_1" -> "318 /layers/layers.13/layers.13.0/layers/layers.6/Conv" [label="[160, 576, 1, 1]", style=solid]; -"318 /layers/layers.13/layers.13.0/layers/layers.6/Conv" -> "319 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.6/Conv_output_0_1" [label="[1, 160, 7, 7]", style=solid]; -"319 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.6/Conv_output_0_1" -> "320 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label="[1, 576, 7, 7]"]; +"288 QuantizeLinear_relu_30_1" -> "289 DequantizeLinear_relu_30_1" [style=dashed, label="[1, 576, 7, 7]"]; +"289 DequantizeLinear_relu_30_1" -> "292 node_Conv_723" [style=solid, label="[1, 576, 7, 7]"]; +"290 QuantizeLinear_layers.12.3.layers.3.weight_1" -> "291 DequantizeLinear_layers.12.3.layers.3.weight_1" [style=dashed, label="[576, 1, 5, 5]"]; +"291 DequantizeLinear_layers.12.3.layers.3.weight_1" -> "292 node_Conv_723" [style=solid, label="[576, 1, 5, 5]"]; +"292 node_Conv_723" -> "293 node_relu_31" [style=solid, label="[1, 576, 7, 7]"]; +"293 node_relu_31" -> "294 QuantizeLinear_relu_31_1" [style=solid, label="[1, 576, 7, 7]"]; +"294 QuantizeLinear_relu_31_1" -> "295 DequantizeLinear_relu_31_1" [style=dashed, label="[1, 576, 7, 7]"]; +"295 DequantizeLinear_relu_31_1" -> "298 node_Conv_725" [style=solid, label="[1, 576, 7, 7]"]; +"296 QuantizeLinear_layers.12.3.layers.6.weight_1" -> "297 DequantizeLinear_layers.12.3.layers.6.weight_1" [style=dashed, label="[96, 576, 1, 1]"]; +"297 DequantizeLinear_layers.12.3.layers.6.weight_1" -> "298 node_Conv_725" [style=solid, label="[96, 576, 1, 1]"]; +"298 node_Conv_725" -> "299 QuantizeLinear_getitem_141_1" [style=solid, label="[1, 96, 7, 7]"]; +"299 QuantizeLinear_getitem_141_1" -> "300 DequantizeLinear_getitem_141_1" [style=dashed, label="[1, 96, 7, 7]"]; +"300 DequantizeLinear_getitem_141_1" -> "301 node_add_9" [style=solid, label="[1, 96, 7, 7]"]; +"301 node_add_9" -> "302 QuantizeLinear_add_9_1" [style=solid, label="[1, 96, 7, 7]"]; +"302 QuantizeLinear_add_9_1" -> "303 DequantizeLinear_add_9_1" [style=dashed, label="[1, 96, 7, 7]"]; +"303 DequantizeLinear_add_9_1" -> "306 node_Conv_727" [style=solid, label="[1, 96, 7, 7]"]; +"304 QuantizeLinear_layers.13.0.layers.0.weight_1" -> "305 DequantizeLinear_layers.13.0.layers.0.weight_1" [style=dashed, label="[576, 96, 1, 1]"]; +"305 DequantizeLinear_layers.13.0.layers.0.weight_1" -> "306 node_Conv_727" [style=solid, label="[576, 96, 1, 1]"]; +"306 node_Conv_727" -> "307 node_relu_32" [style=solid, label="[1, 576, 7, 7]"]; +"307 node_relu_32" -> "308 QuantizeLinear_relu_32_1" [style=solid, label="[1, 576, 7, 7]"]; +"308 QuantizeLinear_relu_32_1" -> "309 DequantizeLinear_relu_32_1" [style=dashed, label="[1, 576, 7, 7]"]; +"309 DequantizeLinear_relu_32_1" -> "312 node_Conv_729" [style=solid, label="[1, 576, 7, 7]"]; +"310 QuantizeLinear_layers.13.0.layers.3.weight_1" -> "311 DequantizeLinear_layers.13.0.layers.3.weight_1" [style=dashed, label="[576, 1, 3, 3]"]; +"311 DequantizeLinear_layers.13.0.layers.3.weight_1" -> "312 node_Conv_729" [style=solid, label="[576, 1, 3, 3]"]; +"312 node_Conv_729" -> "313 node_relu_33" [style=solid, label="[1, 576, 7, 7]"]; +"313 node_relu_33" -> "314 QuantizeLinear_relu_33_1" [style=solid, label="[1, 576, 7, 7]"]; +"314 QuantizeLinear_relu_33_1" -> "315 DequantizeLinear_relu_33_1" [style=dashed, label="[1, 576, 7, 7]"]; +"315 DequantizeLinear_relu_33_1" -> "318 node_Conv_731" [style=solid, label="[1, 576, 7, 7]"]; +"316 QuantizeLinear_layers.13.0.layers.6.weight_1" -> "317 DequantizeLinear_layers.13.0.layers.6.weight_1" [style=dashed, label="[160, 576, 1, 1]"]; +"317 DequantizeLinear_layers.13.0.layers.6.weight_1" -> "318 node_Conv_731" [style=solid, label="[160, 576, 1, 1]"]; +"318 node_Conv_731" -> "319 QuantizeLinear_getitem_150_1" [style=solid, label="[1, 160, 7, 7]"]; +"319 QuantizeLinear_getitem_150_1" -> "320 DequantizeLinear_getitem_150_1" [style=dashed, label="[1, 160, 7, 7]"]; +"320 DequantizeLinear_getitem_150_1" -> "323 node_Conv_733" [style=solid, label="[1, 160, 7, 7]"]; +"321 QuantizeLinear_layers.14.weight_1" -> "322 DequantizeLinear_layers.14.weight_1" [style=dashed, label="[1280, 160, 1, 1]"]; +"322 DequantizeLinear_layers.14.weight_1" -> "323 node_Conv_733" [style=solid, label="[1280, 160, 1, 1]"]; +"323 node_Conv_733" -> "324 node_relu_34" [style=solid, label="[1, 1280, 7, 7]"]; +"324 node_relu_34" -> "325 QuantizeLinear_relu_34_1" [style=solid, label="[1, 1280, 7, 7]"]; +"325 QuantizeLinear_relu_34_1" -> "326 DequantizeLinear_relu_34_1" [style=dashed, label="[1, 1280, 7, 7]"]; +"326 DequantizeLinear_relu_34_1" -> "327 node_mean" [style=solid, label="[1, 1280, 7, 7]"]; +"327 node_mean" -> "328 QuantizeLinear_mean_1" [style=solid, label="[1, 1280]"]; +"328 QuantizeLinear_mean_1" -> "329 DequantizeLinear_mean_1" [style=dashed, label="[1, 1280]"]; +"329 DequantizeLinear_mean_1" -> "332 node_linear" [style=solid, label="[1, 1280]"]; +"330 QuantizeLinear_classifier.1.weight_1" -> "331 DequantizeLinear_classifier.1.weight_1" [style=dashed, label="[1000, 1280]"]; +"331 DequantizeLinear_classifier.1.weight_1" -> "332 node_linear" [style=solid, label="[1000, 1280]"]; +"332 node_linear" -> "334 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"333 nncf_model_input_0" -> "0 QuantizeLinear_x_1" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/quantization/mobilenet_v2.dot b/tests/onnx/data/reference_graphs/quantization/mobilenet_v2.dot index 2620aab7c59..7242b17ea2e 100644 --- a/tests/onnx/data/reference_graphs/quantization/mobilenet_v2.dot +++ b/tests/onnx/data/reference_graphs/quantization/mobilenet_v2.dot @@ -1,823 +1,683 @@ -strict digraph { -"0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; -"1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_538_1" [id=2, label="2 QuantizeLinear_onnx::Conv_538_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_538_1" [id=3, label="3 DequantizeLinear_onnx::Conv_538_1", type=DequantizeLinear]; -"4 /features/features.0/features.0.0/Conv" [id=4, type=Conv]; -"5 /features/features.0/features.0.2/Constant" [id=5, type=Constant]; -"6 /features/features.0/features.0.2/Constant_1" [id=6, type=Constant]; -"7 /features/features.0/features.0.2/Clip" [id=7, type=Clip]; -"8 QuantizeLinear_/features/features.0/features.0.2/Clip_output_0_1" [id=8, type=QuantizeLinear]; -"9 DequantizeLinear_/features/features.0/features.0.2/Clip_output_0_1" [id=9, type=DequantizeLinear]; -"10 QuantizeLinear_onnx^^Conv_541_1" [id=10, label="10 QuantizeLinear_onnx::Conv_541_1", type=QuantizeLinear]; -"11 DequantizeLinear_onnx^^Conv_541_1" [id=11, label="11 DequantizeLinear_onnx::Conv_541_1", type=DequantizeLinear]; -"12 /features/features.1/conv/conv.0/conv.0.0/Conv" [id=12, type=Conv]; -"13 /features/features.1/conv/conv.0/conv.0.2/Constant" [id=13, type=Constant]; -"14 /features/features.1/conv/conv.0/conv.0.2/Constant_1" [id=14, type=Constant]; -"15 /features/features.1/conv/conv.0/conv.0.2/Clip" [id=15, type=Clip]; -"16 QuantizeLinear_/features/features.1/conv/conv.0/conv.0.2/Clip_output_0_1" [id=16, type=QuantizeLinear]; -"17 DequantizeLinear_/features/features.1/conv/conv.0/conv.0.2/Clip_output_0_1" [id=17, type=DequantizeLinear]; -"18 QuantizeLinear_onnx^^Conv_544_1" [id=18, label="18 QuantizeLinear_onnx::Conv_544_1", type=QuantizeLinear]; -"19 DequantizeLinear_onnx^^Conv_544_1" [id=19, label="19 DequantizeLinear_onnx::Conv_544_1", type=DequantizeLinear]; -"20 /features/features.1/conv/conv.1/Conv" [id=20, type=Conv]; -"21 QuantizeLinear_/features/features.1/conv/conv.1/Conv_output_0_1" [id=21, type=QuantizeLinear]; -"22 DequantizeLinear_/features/features.1/conv/conv.1/Conv_output_0_1" [id=22, type=DequantizeLinear]; -"23 QuantizeLinear_onnx^^Conv_547_1" [id=23, label="23 QuantizeLinear_onnx::Conv_547_1", type=QuantizeLinear]; -"24 DequantizeLinear_onnx^^Conv_547_1" [id=24, label="24 DequantizeLinear_onnx::Conv_547_1", type=DequantizeLinear]; -"25 /features/features.2/conv/conv.0/conv.0.0/Conv" [id=25, type=Conv]; -"26 /features/features.2/conv/conv.0/conv.0.2/Constant" [id=26, type=Constant]; -"27 /features/features.2/conv/conv.0/conv.0.2/Constant_1" [id=27, type=Constant]; -"28 /features/features.2/conv/conv.0/conv.0.2/Clip" [id=28, type=Clip]; -"29 QuantizeLinear_/features/features.2/conv/conv.0/conv.0.2/Clip_output_0_1" [id=29, type=QuantizeLinear]; -"30 DequantizeLinear_/features/features.2/conv/conv.0/conv.0.2/Clip_output_0_1" [id=30, type=DequantizeLinear]; -"31 QuantizeLinear_onnx^^Conv_550_1" [id=31, label="31 QuantizeLinear_onnx::Conv_550_1", type=QuantizeLinear]; -"32 DequantizeLinear_onnx^^Conv_550_1" [id=32, label="32 DequantizeLinear_onnx::Conv_550_1", type=DequantizeLinear]; -"33 /features/features.2/conv/conv.1/conv.1.0/Conv" [id=33, type=Conv]; -"34 /features/features.2/conv/conv.1/conv.1.2/Constant" [id=34, type=Constant]; -"35 /features/features.2/conv/conv.1/conv.1.2/Constant_1" [id=35, type=Constant]; -"36 /features/features.2/conv/conv.1/conv.1.2/Clip" [id=36, type=Clip]; -"37 QuantizeLinear_/features/features.2/conv/conv.1/conv.1.2/Clip_output_0_1" [id=37, type=QuantizeLinear]; -"38 DequantizeLinear_/features/features.2/conv/conv.1/conv.1.2/Clip_output_0_1" [id=38, type=DequantizeLinear]; -"39 QuantizeLinear_onnx^^Conv_553_1" [id=39, label="39 QuantizeLinear_onnx::Conv_553_1", type=QuantizeLinear]; -"40 DequantizeLinear_onnx^^Conv_553_1" [id=40, label="40 DequantizeLinear_onnx::Conv_553_1", type=DequantizeLinear]; -"41 /features/features.2/conv/conv.2/Conv" [id=41, type=Conv]; -"42 QuantizeLinear_/features/features.2/conv/conv.2/Conv_output_0_1" [id=42, type=QuantizeLinear]; -"43 DequantizeLinear_/features/features.2/conv/conv.2/Conv_output_0_1" [id=43, type=DequantizeLinear]; -"44 QuantizeLinear_onnx^^Conv_556_1" [id=44, label="44 QuantizeLinear_onnx::Conv_556_1", type=QuantizeLinear]; -"45 DequantizeLinear_onnx^^Conv_556_1" [id=45, label="45 DequantizeLinear_onnx::Conv_556_1", type=DequantizeLinear]; -"46 /features/features.3/conv/conv.0/conv.0.0/Conv" [id=46, type=Conv]; -"47 /features/features.3/conv/conv.0/conv.0.2/Constant" [id=47, type=Constant]; -"48 /features/features.3/conv/conv.0/conv.0.2/Constant_1" [id=48, type=Constant]; -"49 /features/features.3/conv/conv.0/conv.0.2/Clip" [id=49, type=Clip]; -"50 QuantizeLinear_/features/features.3/conv/conv.0/conv.0.2/Clip_output_0_1" [id=50, type=QuantizeLinear]; -"51 DequantizeLinear_/features/features.3/conv/conv.0/conv.0.2/Clip_output_0_1" [id=51, type=DequantizeLinear]; -"52 QuantizeLinear_onnx^^Conv_559_1" [id=52, label="52 QuantizeLinear_onnx::Conv_559_1", type=QuantizeLinear]; -"53 DequantizeLinear_onnx^^Conv_559_1" [id=53, label="53 DequantizeLinear_onnx::Conv_559_1", type=DequantizeLinear]; -"54 /features/features.3/conv/conv.1/conv.1.0/Conv" [id=54, type=Conv]; -"55 /features/features.3/conv/conv.1/conv.1.2/Constant" [id=55, type=Constant]; -"56 /features/features.3/conv/conv.1/conv.1.2/Constant_1" [id=56, type=Constant]; -"57 /features/features.3/conv/conv.1/conv.1.2/Clip" [id=57, type=Clip]; -"58 QuantizeLinear_/features/features.3/conv/conv.1/conv.1.2/Clip_output_0_1" [id=58, type=QuantizeLinear]; -"59 DequantizeLinear_/features/features.3/conv/conv.1/conv.1.2/Clip_output_0_1" [id=59, type=DequantizeLinear]; -"60 QuantizeLinear_onnx^^Conv_562_1" [id=60, label="60 QuantizeLinear_onnx::Conv_562_1", type=QuantizeLinear]; -"61 DequantizeLinear_onnx^^Conv_562_1" [id=61, label="61 DequantizeLinear_onnx::Conv_562_1", type=DequantizeLinear]; -"62 /features/features.3/conv/conv.2/Conv" [id=62, type=Conv]; -"63 QuantizeLinear_/features/features.3/conv/conv.2/Conv_output_0_1" [id=63, type=QuantizeLinear]; -"64 DequantizeLinear_/features/features.3/conv/conv.2/Conv_output_0_1" [id=64, type=DequantizeLinear]; -"65 /features/features.3/Add" [id=65, type=Add]; -"66 QuantizeLinear_/features/features.3/Add_output_0_1" [id=66, type=QuantizeLinear]; -"67 DequantizeLinear_/features/features.3/Add_output_0_1" [id=67, type=DequantizeLinear]; -"68 QuantizeLinear_onnx^^Conv_565_1" [id=68, label="68 QuantizeLinear_onnx::Conv_565_1", type=QuantizeLinear]; -"69 DequantizeLinear_onnx^^Conv_565_1" [id=69, label="69 DequantizeLinear_onnx::Conv_565_1", type=DequantizeLinear]; -"70 /features/features.4/conv/conv.0/conv.0.0/Conv" [id=70, type=Conv]; -"71 /features/features.4/conv/conv.0/conv.0.2/Constant" [id=71, type=Constant]; -"72 /features/features.4/conv/conv.0/conv.0.2/Constant_1" [id=72, type=Constant]; -"73 /features/features.4/conv/conv.0/conv.0.2/Clip" [id=73, type=Clip]; -"74 QuantizeLinear_/features/features.4/conv/conv.0/conv.0.2/Clip_output_0_1" [id=74, type=QuantizeLinear]; -"75 DequantizeLinear_/features/features.4/conv/conv.0/conv.0.2/Clip_output_0_1" [id=75, type=DequantizeLinear]; -"76 QuantizeLinear_onnx^^Conv_568_1" [id=76, label="76 QuantizeLinear_onnx::Conv_568_1", type=QuantizeLinear]; -"77 DequantizeLinear_onnx^^Conv_568_1" [id=77, label="77 DequantizeLinear_onnx::Conv_568_1", type=DequantizeLinear]; -"78 /features/features.4/conv/conv.1/conv.1.0/Conv" [id=78, type=Conv]; -"79 /features/features.4/conv/conv.1/conv.1.2/Constant" [id=79, type=Constant]; -"80 /features/features.4/conv/conv.1/conv.1.2/Constant_1" [id=80, type=Constant]; -"81 /features/features.4/conv/conv.1/conv.1.2/Clip" [id=81, type=Clip]; -"82 QuantizeLinear_/features/features.4/conv/conv.1/conv.1.2/Clip_output_0_1" [id=82, type=QuantizeLinear]; -"83 DequantizeLinear_/features/features.4/conv/conv.1/conv.1.2/Clip_output_0_1" [id=83, type=DequantizeLinear]; -"84 QuantizeLinear_onnx^^Conv_571_1" [id=84, label="84 QuantizeLinear_onnx::Conv_571_1", type=QuantizeLinear]; -"85 DequantizeLinear_onnx^^Conv_571_1" [id=85, label="85 DequantizeLinear_onnx::Conv_571_1", type=DequantizeLinear]; -"86 /features/features.4/conv/conv.2/Conv" [id=86, type=Conv]; -"87 QuantizeLinear_/features/features.4/conv/conv.2/Conv_output_0_1" [id=87, type=QuantizeLinear]; -"88 DequantizeLinear_/features/features.4/conv/conv.2/Conv_output_0_1" [id=88, type=DequantizeLinear]; -"89 QuantizeLinear_onnx^^Conv_574_1" [id=89, label="89 QuantizeLinear_onnx::Conv_574_1", type=QuantizeLinear]; -"90 DequantizeLinear_onnx^^Conv_574_1" [id=90, label="90 DequantizeLinear_onnx::Conv_574_1", type=DequantizeLinear]; -"91 /features/features.5/conv/conv.0/conv.0.0/Conv" [id=91, type=Conv]; -"92 /features/features.5/conv/conv.0/conv.0.2/Constant" [id=92, type=Constant]; -"93 /features/features.5/conv/conv.0/conv.0.2/Constant_1" [id=93, type=Constant]; -"94 /features/features.5/conv/conv.0/conv.0.2/Clip" [id=94, type=Clip]; -"95 QuantizeLinear_/features/features.5/conv/conv.0/conv.0.2/Clip_output_0_1" [id=95, type=QuantizeLinear]; -"96 DequantizeLinear_/features/features.5/conv/conv.0/conv.0.2/Clip_output_0_1" [id=96, type=DequantizeLinear]; -"97 QuantizeLinear_onnx^^Conv_577_1" [id=97, label="97 QuantizeLinear_onnx::Conv_577_1", type=QuantizeLinear]; -"98 DequantizeLinear_onnx^^Conv_577_1" [id=98, label="98 DequantizeLinear_onnx::Conv_577_1", type=DequantizeLinear]; -"99 /features/features.5/conv/conv.1/conv.1.0/Conv" [id=99, type=Conv]; -"100 /features/features.5/conv/conv.1/conv.1.2/Constant" [id=100, type=Constant]; -"101 /features/features.5/conv/conv.1/conv.1.2/Constant_1" [id=101, type=Constant]; -"102 /features/features.5/conv/conv.1/conv.1.2/Clip" [id=102, type=Clip]; -"103 QuantizeLinear_/features/features.5/conv/conv.1/conv.1.2/Clip_output_0_1" [id=103, type=QuantizeLinear]; -"104 DequantizeLinear_/features/features.5/conv/conv.1/conv.1.2/Clip_output_0_1" [id=104, type=DequantizeLinear]; -"105 QuantizeLinear_onnx^^Conv_580_1" [id=105, label="105 QuantizeLinear_onnx::Conv_580_1", type=QuantizeLinear]; -"106 DequantizeLinear_onnx^^Conv_580_1" [id=106, label="106 DequantizeLinear_onnx::Conv_580_1", type=DequantizeLinear]; -"107 /features/features.5/conv/conv.2/Conv" [id=107, type=Conv]; -"108 QuantizeLinear_/features/features.5/conv/conv.2/Conv_output_0_1" [id=108, type=QuantizeLinear]; -"109 DequantizeLinear_/features/features.5/conv/conv.2/Conv_output_0_1" [id=109, type=DequantizeLinear]; -"110 /features/features.5/Add" [id=110, type=Add]; -"111 QuantizeLinear_/features/features.5/Add_output_0_1" [id=111, type=QuantizeLinear]; -"112 DequantizeLinear_/features/features.5/Add_output_0_1" [id=112, type=DequantizeLinear]; -"113 QuantizeLinear_onnx^^Conv_583_1" [id=113, label="113 QuantizeLinear_onnx::Conv_583_1", type=QuantizeLinear]; -"114 DequantizeLinear_onnx^^Conv_583_1" [id=114, label="114 DequantizeLinear_onnx::Conv_583_1", type=DequantizeLinear]; -"115 /features/features.6/conv/conv.0/conv.0.0/Conv" [id=115, type=Conv]; -"116 /features/features.6/conv/conv.0/conv.0.2/Constant" [id=116, type=Constant]; -"117 /features/features.6/conv/conv.0/conv.0.2/Constant_1" [id=117, type=Constant]; -"118 /features/features.6/conv/conv.0/conv.0.2/Clip" [id=118, type=Clip]; -"119 QuantizeLinear_/features/features.6/conv/conv.0/conv.0.2/Clip_output_0_1" [id=119, type=QuantizeLinear]; -"120 DequantizeLinear_/features/features.6/conv/conv.0/conv.0.2/Clip_output_0_1" [id=120, type=DequantizeLinear]; -"121 QuantizeLinear_onnx^^Conv_586_1" [id=121, label="121 QuantizeLinear_onnx::Conv_586_1", type=QuantizeLinear]; -"122 DequantizeLinear_onnx^^Conv_586_1" [id=122, label="122 DequantizeLinear_onnx::Conv_586_1", type=DequantizeLinear]; -"123 /features/features.6/conv/conv.1/conv.1.0/Conv" [id=123, type=Conv]; -"124 /features/features.6/conv/conv.1/conv.1.2/Constant" [id=124, type=Constant]; -"125 /features/features.6/conv/conv.1/conv.1.2/Constant_1" [id=125, type=Constant]; -"126 /features/features.6/conv/conv.1/conv.1.2/Clip" [id=126, type=Clip]; -"127 QuantizeLinear_/features/features.6/conv/conv.1/conv.1.2/Clip_output_0_1" [id=127, type=QuantizeLinear]; -"128 DequantizeLinear_/features/features.6/conv/conv.1/conv.1.2/Clip_output_0_1" [id=128, type=DequantizeLinear]; -"129 QuantizeLinear_onnx^^Conv_589_1" [id=129, label="129 QuantizeLinear_onnx::Conv_589_1", type=QuantizeLinear]; -"130 DequantizeLinear_onnx^^Conv_589_1" [id=130, label="130 DequantizeLinear_onnx::Conv_589_1", type=DequantizeLinear]; -"131 /features/features.6/conv/conv.2/Conv" [id=131, type=Conv]; -"132 QuantizeLinear_/features/features.6/conv/conv.2/Conv_output_0_1" [id=132, type=QuantizeLinear]; -"133 DequantizeLinear_/features/features.6/conv/conv.2/Conv_output_0_1" [id=133, type=DequantizeLinear]; -"134 /features/features.6/Add" [id=134, type=Add]; -"135 QuantizeLinear_/features/features.6/Add_output_0_1" [id=135, type=QuantizeLinear]; -"136 DequantizeLinear_/features/features.6/Add_output_0_1" [id=136, type=DequantizeLinear]; -"137 QuantizeLinear_onnx^^Conv_592_1" [id=137, label="137 QuantizeLinear_onnx::Conv_592_1", type=QuantizeLinear]; -"138 DequantizeLinear_onnx^^Conv_592_1" [id=138, label="138 DequantizeLinear_onnx::Conv_592_1", type=DequantizeLinear]; -"139 /features/features.7/conv/conv.0/conv.0.0/Conv" [id=139, type=Conv]; -"140 /features/features.7/conv/conv.0/conv.0.2/Constant" [id=140, type=Constant]; -"141 /features/features.7/conv/conv.0/conv.0.2/Constant_1" [id=141, type=Constant]; -"142 /features/features.7/conv/conv.0/conv.0.2/Clip" [id=142, type=Clip]; -"143 QuantizeLinear_/features/features.7/conv/conv.0/conv.0.2/Clip_output_0_1" [id=143, type=QuantizeLinear]; -"144 DequantizeLinear_/features/features.7/conv/conv.0/conv.0.2/Clip_output_0_1" [id=144, type=DequantizeLinear]; -"145 QuantizeLinear_onnx^^Conv_595_1" [id=145, label="145 QuantizeLinear_onnx::Conv_595_1", type=QuantizeLinear]; -"146 DequantizeLinear_onnx^^Conv_595_1" [id=146, label="146 DequantizeLinear_onnx::Conv_595_1", type=DequantizeLinear]; -"147 /features/features.7/conv/conv.1/conv.1.0/Conv" [id=147, type=Conv]; -"148 /features/features.7/conv/conv.1/conv.1.2/Constant" [id=148, type=Constant]; -"149 /features/features.7/conv/conv.1/conv.1.2/Constant_1" [id=149, type=Constant]; -"150 /features/features.7/conv/conv.1/conv.1.2/Clip" [id=150, type=Clip]; -"151 QuantizeLinear_/features/features.7/conv/conv.1/conv.1.2/Clip_output_0_1" [id=151, type=QuantizeLinear]; -"152 DequantizeLinear_/features/features.7/conv/conv.1/conv.1.2/Clip_output_0_1" [id=152, type=DequantizeLinear]; 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/features/features.8/conv/conv.0/conv.0.2/Clip" [id=163, type=Clip]; -"164 QuantizeLinear_/features/features.8/conv/conv.0/conv.0.2/Clip_output_0_1" [id=164, type=QuantizeLinear]; -"165 DequantizeLinear_/features/features.8/conv/conv.0/conv.0.2/Clip_output_0_1" [id=165, type=DequantizeLinear]; -"166 QuantizeLinear_onnx^^Conv_604_1" [id=166, label="166 QuantizeLinear_onnx::Conv_604_1", type=QuantizeLinear]; -"167 DequantizeLinear_onnx^^Conv_604_1" [id=167, label="167 DequantizeLinear_onnx::Conv_604_1", type=DequantizeLinear]; -"168 /features/features.8/conv/conv.1/conv.1.0/Conv" [id=168, type=Conv]; -"169 /features/features.8/conv/conv.1/conv.1.2/Constant" [id=169, type=Constant]; -"170 /features/features.8/conv/conv.1/conv.1.2/Constant_1" [id=170, type=Constant]; -"171 /features/features.8/conv/conv.1/conv.1.2/Clip" [id=171, type=Clip]; -"172 QuantizeLinear_/features/features.8/conv/conv.1/conv.1.2/Clip_output_0_1" [id=172, type=QuantizeLinear]; -"173 DequantizeLinear_/features/features.8/conv/conv.1/conv.1.2/Clip_output_0_1" [id=173, type=DequantizeLinear]; -"174 QuantizeLinear_onnx^^Conv_607_1" [id=174, label="174 QuantizeLinear_onnx::Conv_607_1", type=QuantizeLinear]; -"175 DequantizeLinear_onnx^^Conv_607_1" [id=175, label="175 DequantizeLinear_onnx::Conv_607_1", type=DequantizeLinear]; -"176 /features/features.8/conv/conv.2/Conv" [id=176, type=Conv]; -"177 QuantizeLinear_/features/features.8/conv/conv.2/Conv_output_0_1" [id=177, type=QuantizeLinear]; -"178 DequantizeLinear_/features/features.8/conv/conv.2/Conv_output_0_1" [id=178, type=DequantizeLinear]; -"179 /features/features.8/Add" [id=179, type=Add]; -"180 QuantizeLinear_/features/features.8/Add_output_0_1" [id=180, type=QuantizeLinear]; -"181 DequantizeLinear_/features/features.8/Add_output_0_1" [id=181, type=DequantizeLinear]; -"182 QuantizeLinear_onnx^^Conv_610_1" [id=182, label="182 QuantizeLinear_onnx::Conv_610_1", type=QuantizeLinear]; -"183 DequantizeLinear_onnx^^Conv_610_1" [id=183, label="183 DequantizeLinear_onnx::Conv_610_1", type=DequantizeLinear]; -"184 /features/features.9/conv/conv.0/conv.0.0/Conv" [id=184, type=Conv]; -"185 /features/features.9/conv/conv.0/conv.0.2/Constant" [id=185, type=Constant]; -"186 /features/features.9/conv/conv.0/conv.0.2/Constant_1" [id=186, type=Constant]; -"187 /features/features.9/conv/conv.0/conv.0.2/Clip" [id=187, type=Clip]; -"188 QuantizeLinear_/features/features.9/conv/conv.0/conv.0.2/Clip_output_0_1" [id=188, type=QuantizeLinear]; -"189 DequantizeLinear_/features/features.9/conv/conv.0/conv.0.2/Clip_output_0_1" [id=189, type=DequantizeLinear]; -"190 QuantizeLinear_onnx^^Conv_613_1" [id=190, label="190 QuantizeLinear_onnx::Conv_613_1", type=QuantizeLinear]; -"191 DequantizeLinear_onnx^^Conv_613_1" [id=191, label="191 DequantizeLinear_onnx::Conv_613_1", type=DequantizeLinear]; -"192 /features/features.9/conv/conv.1/conv.1.0/Conv" [id=192, type=Conv]; -"193 /features/features.9/conv/conv.1/conv.1.2/Constant" [id=193, type=Constant]; -"194 /features/features.9/conv/conv.1/conv.1.2/Constant_1" [id=194, type=Constant]; -"195 /features/features.9/conv/conv.1/conv.1.2/Clip" [id=195, type=Clip]; -"196 QuantizeLinear_/features/features.9/conv/conv.1/conv.1.2/Clip_output_0_1" [id=196, type=QuantizeLinear]; -"197 DequantizeLinear_/features/features.9/conv/conv.1/conv.1.2/Clip_output_0_1" [id=197, type=DequantizeLinear]; -"198 QuantizeLinear_onnx^^Conv_616_1" [id=198, label="198 QuantizeLinear_onnx::Conv_616_1", type=QuantizeLinear]; -"199 DequantizeLinear_onnx^^Conv_616_1" [id=199, label="199 DequantizeLinear_onnx::Conv_616_1", type=DequantizeLinear]; -"200 /features/features.9/conv/conv.2/Conv" [id=200, type=Conv]; -"201 QuantizeLinear_/features/features.9/conv/conv.2/Conv_output_0_1" [id=201, type=QuantizeLinear]; -"202 DequantizeLinear_/features/features.9/conv/conv.2/Conv_output_0_1" [id=202, type=DequantizeLinear]; -"203 /features/features.9/Add" [id=203, type=Add]; -"204 QuantizeLinear_/features/features.9/Add_output_0_1" [id=204, type=QuantizeLinear]; -"205 DequantizeLinear_/features/features.9/Add_output_0_1" [id=205, type=DequantizeLinear]; -"206 QuantizeLinear_onnx^^Conv_619_1" [id=206, label="206 QuantizeLinear_onnx::Conv_619_1", type=QuantizeLinear]; -"207 DequantizeLinear_onnx^^Conv_619_1" [id=207, label="207 DequantizeLinear_onnx::Conv_619_1", type=DequantizeLinear]; -"208 /features/features.10/conv/conv.0/conv.0.0/Conv" [id=208, type=Conv]; -"209 /features/features.10/conv/conv.0/conv.0.2/Constant" [id=209, type=Constant]; -"210 /features/features.10/conv/conv.0/conv.0.2/Constant_1" [id=210, type=Constant]; -"211 /features/features.10/conv/conv.0/conv.0.2/Clip" [id=211, type=Clip]; -"212 QuantizeLinear_/features/features.10/conv/conv.0/conv.0.2/Clip_output_0_1" [id=212, type=QuantizeLinear]; -"213 DequantizeLinear_/features/features.10/conv/conv.0/conv.0.2/Clip_output_0_1" [id=213, type=DequantizeLinear]; -"214 QuantizeLinear_onnx^^Conv_622_1" [id=214, label="214 QuantizeLinear_onnx::Conv_622_1", type=QuantizeLinear]; -"215 DequantizeLinear_onnx^^Conv_622_1" [id=215, label="215 DequantizeLinear_onnx::Conv_622_1", type=DequantizeLinear]; -"216 /features/features.10/conv/conv.1/conv.1.0/Conv" [id=216, type=Conv]; -"217 /features/features.10/conv/conv.1/conv.1.2/Constant" [id=217, type=Constant]; -"218 /features/features.10/conv/conv.1/conv.1.2/Constant_1" [id=218, type=Constant]; -"219 /features/features.10/conv/conv.1/conv.1.2/Clip" [id=219, type=Clip]; -"220 QuantizeLinear_/features/features.10/conv/conv.1/conv.1.2/Clip_output_0_1" [id=220, type=QuantizeLinear]; -"221 DequantizeLinear_/features/features.10/conv/conv.1/conv.1.2/Clip_output_0_1" [id=221, type=DequantizeLinear]; -"222 QuantizeLinear_onnx^^Conv_625_1" [id=222, label="222 QuantizeLinear_onnx::Conv_625_1", type=QuantizeLinear]; -"223 DequantizeLinear_onnx^^Conv_625_1" [id=223, label="223 DequantizeLinear_onnx::Conv_625_1", type=DequantizeLinear]; -"224 /features/features.10/conv/conv.2/Conv" [id=224, type=Conv]; -"225 QuantizeLinear_/features/features.10/conv/conv.2/Conv_output_0_1" [id=225, type=QuantizeLinear]; -"226 DequantizeLinear_/features/features.10/conv/conv.2/Conv_output_0_1" [id=226, type=DequantizeLinear]; -"227 /features/features.10/Add" [id=227, type=Add]; -"228 QuantizeLinear_/features/features.10/Add_output_0_1" [id=228, type=QuantizeLinear]; -"229 DequantizeLinear_/features/features.10/Add_output_0_1" [id=229, type=DequantizeLinear]; -"230 QuantizeLinear_onnx^^Conv_628_1" [id=230, label="230 QuantizeLinear_onnx::Conv_628_1", type=QuantizeLinear]; -"231 DequantizeLinear_onnx^^Conv_628_1" [id=231, label="231 DequantizeLinear_onnx::Conv_628_1", type=DequantizeLinear]; -"232 /features/features.11/conv/conv.0/conv.0.0/Conv" [id=232, type=Conv]; -"233 /features/features.11/conv/conv.0/conv.0.2/Constant" [id=233, type=Constant]; -"234 /features/features.11/conv/conv.0/conv.0.2/Constant_1" [id=234, type=Constant]; -"235 /features/features.11/conv/conv.0/conv.0.2/Clip" [id=235, type=Clip]; -"236 QuantizeLinear_/features/features.11/conv/conv.0/conv.0.2/Clip_output_0_1" [id=236, type=QuantizeLinear]; -"237 DequantizeLinear_/features/features.11/conv/conv.0/conv.0.2/Clip_output_0_1" [id=237, type=DequantizeLinear]; -"238 QuantizeLinear_onnx^^Conv_631_1" [id=238, label="238 QuantizeLinear_onnx::Conv_631_1", type=QuantizeLinear]; -"239 DequantizeLinear_onnx^^Conv_631_1" [id=239, label="239 DequantizeLinear_onnx::Conv_631_1", type=DequantizeLinear]; -"240 /features/features.11/conv/conv.1/conv.1.0/Conv" [id=240, type=Conv]; -"241 /features/features.11/conv/conv.1/conv.1.2/Constant" [id=241, type=Constant]; -"242 /features/features.11/conv/conv.1/conv.1.2/Constant_1" [id=242, type=Constant]; -"243 /features/features.11/conv/conv.1/conv.1.2/Clip" [id=243, type=Clip]; -"244 QuantizeLinear_/features/features.11/conv/conv.1/conv.1.2/Clip_output_0_1" [id=244, type=QuantizeLinear]; -"245 DequantizeLinear_/features/features.11/conv/conv.1/conv.1.2/Clip_output_0_1" [id=245, type=DequantizeLinear]; -"246 QuantizeLinear_onnx^^Conv_634_1" [id=246, label="246 QuantizeLinear_onnx::Conv_634_1", type=QuantizeLinear]; -"247 DequantizeLinear_onnx^^Conv_634_1" [id=247, label="247 DequantizeLinear_onnx::Conv_634_1", type=DequantizeLinear]; -"248 /features/features.11/conv/conv.2/Conv" [id=248, type=Conv]; -"249 QuantizeLinear_/features/features.11/conv/conv.2/Conv_output_0_1" [id=249, type=QuantizeLinear]; -"250 DequantizeLinear_/features/features.11/conv/conv.2/Conv_output_0_1" [id=250, type=DequantizeLinear]; -"251 QuantizeLinear_onnx^^Conv_637_1" [id=251, label="251 QuantizeLinear_onnx::Conv_637_1", type=QuantizeLinear]; -"252 DequantizeLinear_onnx^^Conv_637_1" [id=252, label="252 DequantizeLinear_onnx::Conv_637_1", type=DequantizeLinear]; -"253 /features/features.12/conv/conv.0/conv.0.0/Conv" [id=253, type=Conv]; -"254 /features/features.12/conv/conv.0/conv.0.2/Constant" [id=254, type=Constant]; -"255 /features/features.12/conv/conv.0/conv.0.2/Constant_1" [id=255, type=Constant]; -"256 /features/features.12/conv/conv.0/conv.0.2/Clip" [id=256, type=Clip]; -"257 QuantizeLinear_/features/features.12/conv/conv.0/conv.0.2/Clip_output_0_1" [id=257, type=QuantizeLinear]; -"258 DequantizeLinear_/features/features.12/conv/conv.0/conv.0.2/Clip_output_0_1" [id=258, type=DequantizeLinear]; -"259 QuantizeLinear_onnx^^Conv_640_1" [id=259, label="259 QuantizeLinear_onnx::Conv_640_1", type=QuantizeLinear]; -"260 DequantizeLinear_onnx^^Conv_640_1" [id=260, label="260 DequantizeLinear_onnx::Conv_640_1", type=DequantizeLinear]; -"261 /features/features.12/conv/conv.1/conv.1.0/Conv" [id=261, type=Conv]; -"262 /features/features.12/conv/conv.1/conv.1.2/Constant" [id=262, type=Constant]; -"263 /features/features.12/conv/conv.1/conv.1.2/Constant_1" [id=263, type=Constant]; -"264 /features/features.12/conv/conv.1/conv.1.2/Clip" [id=264, type=Clip]; -"265 QuantizeLinear_/features/features.12/conv/conv.1/conv.1.2/Clip_output_0_1" [id=265, type=QuantizeLinear]; -"266 DequantizeLinear_/features/features.12/conv/conv.1/conv.1.2/Clip_output_0_1" [id=266, type=DequantizeLinear]; -"267 QuantizeLinear_onnx^^Conv_643_1" [id=267, label="267 QuantizeLinear_onnx::Conv_643_1", type=QuantizeLinear]; -"268 DequantizeLinear_onnx^^Conv_643_1" [id=268, label="268 DequantizeLinear_onnx::Conv_643_1", type=DequantizeLinear]; -"269 /features/features.12/conv/conv.2/Conv" [id=269, type=Conv]; -"270 QuantizeLinear_/features/features.12/conv/conv.2/Conv_output_0_1" [id=270, type=QuantizeLinear]; -"271 DequantizeLinear_/features/features.12/conv/conv.2/Conv_output_0_1" [id=271, type=DequantizeLinear]; -"272 /features/features.12/Add" [id=272, type=Add]; -"273 QuantizeLinear_/features/features.12/Add_output_0_1" [id=273, type=QuantizeLinear]; -"274 DequantizeLinear_/features/features.12/Add_output_0_1" [id=274, type=DequantizeLinear]; -"275 QuantizeLinear_onnx^^Conv_646_1" [id=275, label="275 QuantizeLinear_onnx::Conv_646_1", type=QuantizeLinear]; -"276 DequantizeLinear_onnx^^Conv_646_1" [id=276, label="276 DequantizeLinear_onnx::Conv_646_1", type=DequantizeLinear]; -"277 /features/features.13/conv/conv.0/conv.0.0/Conv" [id=277, type=Conv]; -"278 /features/features.13/conv/conv.0/conv.0.2/Constant" [id=278, type=Constant]; -"279 /features/features.13/conv/conv.0/conv.0.2/Constant_1" [id=279, type=Constant]; -"280 /features/features.13/conv/conv.0/conv.0.2/Clip" [id=280, type=Clip]; -"281 QuantizeLinear_/features/features.13/conv/conv.0/conv.0.2/Clip_output_0_1" [id=281, type=QuantizeLinear]; -"282 DequantizeLinear_/features/features.13/conv/conv.0/conv.0.2/Clip_output_0_1" [id=282, type=DequantizeLinear]; -"283 QuantizeLinear_onnx^^Conv_649_1" [id=283, label="283 QuantizeLinear_onnx::Conv_649_1", type=QuantizeLinear]; -"284 DequantizeLinear_onnx^^Conv_649_1" [id=284, label="284 DequantizeLinear_onnx::Conv_649_1", type=DequantizeLinear]; -"285 /features/features.13/conv/conv.1/conv.1.0/Conv" [id=285, type=Conv]; -"286 /features/features.13/conv/conv.1/conv.1.2/Constant" [id=286, type=Constant]; -"287 /features/features.13/conv/conv.1/conv.1.2/Constant_1" [id=287, type=Constant]; -"288 /features/features.13/conv/conv.1/conv.1.2/Clip" [id=288, type=Clip]; -"289 QuantizeLinear_/features/features.13/conv/conv.1/conv.1.2/Clip_output_0_1" [id=289, type=QuantizeLinear]; -"290 DequantizeLinear_/features/features.13/conv/conv.1/conv.1.2/Clip_output_0_1" [id=290, type=DequantizeLinear]; -"291 QuantizeLinear_onnx^^Conv_652_1" [id=291, label="291 QuantizeLinear_onnx::Conv_652_1", type=QuantizeLinear]; -"292 DequantizeLinear_onnx^^Conv_652_1" [id=292, label="292 DequantizeLinear_onnx::Conv_652_1", type=DequantizeLinear]; -"293 /features/features.13/conv/conv.2/Conv" [id=293, type=Conv]; -"294 QuantizeLinear_/features/features.13/conv/conv.2/Conv_output_0_1" [id=294, type=QuantizeLinear]; -"295 DequantizeLinear_/features/features.13/conv/conv.2/Conv_output_0_1" [id=295, type=DequantizeLinear]; -"296 /features/features.13/Add" [id=296, type=Add]; -"297 QuantizeLinear_/features/features.13/Add_output_0_1" [id=297, type=QuantizeLinear]; -"298 DequantizeLinear_/features/features.13/Add_output_0_1" [id=298, type=DequantizeLinear]; -"299 QuantizeLinear_onnx^^Conv_655_1" [id=299, label="299 QuantizeLinear_onnx::Conv_655_1", type=QuantizeLinear]; -"300 DequantizeLinear_onnx^^Conv_655_1" [id=300, label="300 DequantizeLinear_onnx::Conv_655_1", type=DequantizeLinear]; -"301 /features/features.14/conv/conv.0/conv.0.0/Conv" [id=301, type=Conv]; -"302 /features/features.14/conv/conv.0/conv.0.2/Constant" [id=302, type=Constant]; -"303 /features/features.14/conv/conv.0/conv.0.2/Constant_1" [id=303, type=Constant]; -"304 /features/features.14/conv/conv.0/conv.0.2/Clip" [id=304, type=Clip]; 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112, 112]", style=solid]; -"29 QuantizeLinear_/features/features.2/conv/conv.0/conv.0.2/Clip_output_0_1" -> "30 DequantizeLinear_/features/features.2/conv/conv.0/conv.0.2/Clip_output_0_1" [label="[1, 96, 112, 112]", style=dashed]; -"30 DequantizeLinear_/features/features.2/conv/conv.0/conv.0.2/Clip_output_0_1" -> "33 /features/features.2/conv/conv.1/conv.1.0/Conv" [label="[1, 96, 112, 112]", style=solid]; -"31 QuantizeLinear_onnx^^Conv_550_1" -> "32 DequantizeLinear_onnx^^Conv_550_1" [label="[96, 1, 3, 3]", style=dashed]; -"32 DequantizeLinear_onnx^^Conv_550_1" -> "33 /features/features.2/conv/conv.1/conv.1.0/Conv" [label="[96, 1, 3, 3]", style=solid]; -"33 /features/features.2/conv/conv.1/conv.1.0/Conv" -> "36 /features/features.2/conv/conv.1/conv.1.2/Clip" [label="[1, 96, 56, 56]", style=solid]; -"34 /features/features.2/conv/conv.1/conv.1.2/Constant" -> "36 /features/features.2/conv/conv.1/conv.1.2/Clip" [label="[]", style=solid]; -"35 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/features/features.4/block/block.3/block.3.0/Conv" [id=93, type=Conv]; -"94 QuantizeLinear_/features/features.4/block/block.3/block.3.0/Conv_output_0_1" [id=94, type=QuantizeLinear]; -"95 DequantizeLinear_/features/features.4/block/block.3/block.3.0/Conv_output_0_1" [id=95, type=DequantizeLinear]; -"96 QuantizeLinear_onnx^^Conv_457_1" [id=96, label="96 QuantizeLinear_onnx::Conv_457_1", type=QuantizeLinear]; -"97 DequantizeLinear_onnx^^Conv_457_1" [id=97, label="97 DequantizeLinear_onnx::Conv_457_1", type=DequantizeLinear]; -"98 /features/features.5/block/block.0/block.0.0/Conv" [id=98, type=Conv]; -"99 /features/features.5/block/block.0/block.0.2/HardSigmoid" [id=99, type=HardSigmoid]; -"100 /features/features.5/block/block.0/block.0.2/Mul" [id=100, type=Mul]; -"101 QuantizeLinear_/features/features.5/block/block.0/block.0.2/Mul_output_0_1" [id=101, type=QuantizeLinear]; -"102 DequantizeLinear_/features/features.5/block/block.0/block.0.2/Mul_output_0_1" [id=102, type=DequantizeLinear]; 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[id=122, type=Conv]; -"123 QuantizeLinear_/features/features.5/block/block.3/block.3.0/Conv_output_0_1" [id=123, type=QuantizeLinear]; -"124 DequantizeLinear_/features/features.5/block/block.3/block.3.0/Conv_output_0_1" [id=124, type=DequantizeLinear]; -"125 /features/features.5/Add" [id=125, type=Add]; -"126 QuantizeLinear_/features/features.5/Add_output_0_1" [id=126, type=QuantizeLinear]; -"127 DequantizeLinear_/features/features.5/Add_output_0_1" [id=127, type=DequantizeLinear]; -"128 QuantizeLinear_onnx^^Conv_466_1" [id=128, label="128 QuantizeLinear_onnx::Conv_466_1", type=QuantizeLinear]; -"129 DequantizeLinear_onnx^^Conv_466_1" [id=129, label="129 DequantizeLinear_onnx::Conv_466_1", type=DequantizeLinear]; -"130 /features/features.6/block/block.0/block.0.0/Conv" [id=130, type=Conv]; -"131 /features/features.6/block/block.0/block.0.2/HardSigmoid" [id=131, type=HardSigmoid]; -"132 /features/features.6/block/block.0/block.0.2/Mul" [id=132, type=Mul]; -"133 QuantizeLinear_/features/features.6/block/block.0/block.0.2/Mul_output_0_1" [id=133, type=QuantizeLinear]; -"134 DequantizeLinear_/features/features.6/block/block.0/block.0.2/Mul_output_0_1" [id=134, type=DequantizeLinear]; -"135 QuantizeLinear_onnx^^Conv_469_1" [id=135, label="135 QuantizeLinear_onnx::Conv_469_1", type=QuantizeLinear]; -"136 DequantizeLinear_onnx^^Conv_469_1" [id=136, label="136 DequantizeLinear_onnx::Conv_469_1", type=DequantizeLinear]; -"137 /features/features.6/block/block.1/block.1.0/Conv" [id=137, type=Conv]; -"138 /features/features.6/block/block.1/block.1.2/HardSigmoid" [id=138, type=HardSigmoid]; -"139 /features/features.6/block/block.1/block.1.2/Mul" [id=139, type=Mul]; -"140 QuantizeLinear_/features/features.6/block/block.1/block.1.2/Mul_output_0_1" [id=140, type=QuantizeLinear]; -"141 DequantizeLinear_/features/features.6/block/block.1/block.1.2/Mul_output_0_1" [id=141, type=DequantizeLinear]; -"142 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[id=152, label="152 QuantizeLinear_onnx::Conv_472_1", type=QuantizeLinear]; -"153 DequantizeLinear_onnx^^Conv_472_1" [id=153, label="153 DequantizeLinear_onnx::Conv_472_1", type=DequantizeLinear]; -"154 /features/features.6/block/block.3/block.3.0/Conv" [id=154, type=Conv]; -"155 QuantizeLinear_/features/features.6/block/block.3/block.3.0/Conv_output_0_1" [id=155, type=QuantizeLinear]; -"156 DequantizeLinear_/features/features.6/block/block.3/block.3.0/Conv_output_0_1" [id=156, type=DequantizeLinear]; -"157 /features/features.6/Add" [id=157, type=Add]; -"158 QuantizeLinear_/features/features.6/Add_output_0_1" [id=158, type=QuantizeLinear]; -"159 DequantizeLinear_/features/features.6/Add_output_0_1" [id=159, type=DequantizeLinear]; -"160 QuantizeLinear_onnx^^Conv_475_1" [id=160, label="160 QuantizeLinear_onnx::Conv_475_1", type=QuantizeLinear]; -"161 DequantizeLinear_onnx^^Conv_475_1" [id=161, label="161 DequantizeLinear_onnx::Conv_475_1", type=DequantizeLinear]; -"162 /features/features.7/block/block.0/block.0.0/Conv" [id=162, type=Conv]; -"163 /features/features.7/block/block.0/block.0.2/HardSigmoid" [id=163, type=HardSigmoid]; -"164 /features/features.7/block/block.0/block.0.2/Mul" [id=164, type=Mul]; -"165 QuantizeLinear_/features/features.7/block/block.0/block.0.2/Mul_output_0_1" [id=165, type=QuantizeLinear]; -"166 DequantizeLinear_/features/features.7/block/block.0/block.0.2/Mul_output_0_1" [id=166, type=DequantizeLinear]; -"167 QuantizeLinear_onnx^^Conv_478_1" [id=167, label="167 QuantizeLinear_onnx::Conv_478_1", type=QuantizeLinear]; -"168 DequantizeLinear_onnx^^Conv_478_1" [id=168, label="168 DequantizeLinear_onnx::Conv_478_1", type=DequantizeLinear]; -"169 /features/features.7/block/block.1/block.1.0/Conv" [id=169, type=Conv]; -"170 /features/features.7/block/block.1/block.1.2/HardSigmoid" [id=170, type=HardSigmoid]; -"171 /features/features.7/block/block.1/block.1.2/Mul" [id=171, type=Mul]; -"172 QuantizeLinear_/features/features.7/block/block.1/block.1.2/Mul_output_0_1" [id=172, type=QuantizeLinear]; -"173 DequantizeLinear_/features/features.7/block/block.1/block.1.2/Mul_output_0_1" [id=173, type=DequantizeLinear]; -"174 /features/features.7/block/block.2/avgpool/GlobalAveragePool" [id=174, type=GlobalAveragePool]; -"175 /features/features.7/block/block.2/fc1/Conv" [id=175, type=Conv]; -"176 /features/features.7/block/block.2/activation/Relu" [id=176, type=Relu]; -"177 /features/features.7/block/block.2/fc2/Conv" [id=177, type=Conv]; -"178 /features/features.7/block/block.2/scale_activation/HardSigmoid" [id=178, type=HardSigmoid]; -"179 QuantizeLinear_/features/features.7/block/block.2/scale_activation/HardSigmoid_output_0_1" [id=179, type=QuantizeLinear]; -"180 DequantizeLinear_/features/features.7/block/block.2/scale_activation/HardSigmoid_output_0_1" [id=180, type=DequantizeLinear]; -"181 /features/features.7/block/block.2/Mul" [id=181, type=Mul]; -"182 QuantizeLinear_/features/features.7/block/block.2/Mul_output_0_1" [id=182, type=QuantizeLinear]; -"183 DequantizeLinear_/features/features.7/block/block.2/Mul_output_0_1" [id=183, type=DequantizeLinear]; -"184 QuantizeLinear_onnx^^Conv_481_1" [id=184, label="184 QuantizeLinear_onnx::Conv_481_1", type=QuantizeLinear]; -"185 DequantizeLinear_onnx^^Conv_481_1" [id=185, label="185 DequantizeLinear_onnx::Conv_481_1", type=DequantizeLinear]; -"186 /features/features.7/block/block.3/block.3.0/Conv" [id=186, type=Conv]; -"187 QuantizeLinear_/features/features.7/block/block.3/block.3.0/Conv_output_0_1" [id=187, type=QuantizeLinear]; -"188 DequantizeLinear_/features/features.7/block/block.3/block.3.0/Conv_output_0_1" [id=188, type=DequantizeLinear]; -"189 QuantizeLinear_onnx^^Conv_484_1" [id=189, label="189 QuantizeLinear_onnx::Conv_484_1", type=QuantizeLinear]; -"190 DequantizeLinear_onnx^^Conv_484_1" [id=190, label="190 DequantizeLinear_onnx::Conv_484_1", type=DequantizeLinear]; -"191 /features/features.8/block/block.0/block.0.0/Conv" [id=191, type=Conv]; -"192 /features/features.8/block/block.0/block.0.2/HardSigmoid" [id=192, type=HardSigmoid]; -"193 /features/features.8/block/block.0/block.0.2/Mul" [id=193, type=Mul]; -"194 QuantizeLinear_/features/features.8/block/block.0/block.0.2/Mul_output_0_1" [id=194, type=QuantizeLinear]; -"195 DequantizeLinear_/features/features.8/block/block.0/block.0.2/Mul_output_0_1" [id=195, type=DequantizeLinear]; -"196 QuantizeLinear_onnx^^Conv_487_1" [id=196, label="196 QuantizeLinear_onnx::Conv_487_1", type=QuantizeLinear]; -"197 DequantizeLinear_onnx^^Conv_487_1" [id=197, label="197 DequantizeLinear_onnx::Conv_487_1", type=DequantizeLinear]; -"198 /features/features.8/block/block.1/block.1.0/Conv" [id=198, type=Conv]; -"199 /features/features.8/block/block.1/block.1.2/HardSigmoid" [id=199, type=HardSigmoid]; -"200 /features/features.8/block/block.1/block.1.2/Mul" [id=200, type=Mul]; -"201 QuantizeLinear_/features/features.8/block/block.1/block.1.2/Mul_output_0_1" [id=201, type=QuantizeLinear]; -"202 DequantizeLinear_/features/features.8/block/block.1/block.1.2/Mul_output_0_1" [id=202, type=DequantizeLinear]; -"203 /features/features.8/block/block.2/avgpool/GlobalAveragePool" [id=203, type=GlobalAveragePool]; -"204 /features/features.8/block/block.2/fc1/Conv" [id=204, type=Conv]; -"205 /features/features.8/block/block.2/activation/Relu" [id=205, type=Relu]; -"206 /features/features.8/block/block.2/fc2/Conv" [id=206, type=Conv]; -"207 /features/features.8/block/block.2/scale_activation/HardSigmoid" [id=207, type=HardSigmoid]; -"208 QuantizeLinear_/features/features.8/block/block.2/scale_activation/HardSigmoid_output_0_1" [id=208, type=QuantizeLinear]; -"209 DequantizeLinear_/features/features.8/block/block.2/scale_activation/HardSigmoid_output_0_1" [id=209, type=DequantizeLinear]; -"210 /features/features.8/block/block.2/Mul" [id=210, type=Mul]; -"211 QuantizeLinear_/features/features.8/block/block.2/Mul_output_0_1" [id=211, type=QuantizeLinear]; -"212 DequantizeLinear_/features/features.8/block/block.2/Mul_output_0_1" [id=212, type=DequantizeLinear]; -"213 QuantizeLinear_onnx^^Conv_490_1" [id=213, label="213 QuantizeLinear_onnx::Conv_490_1", type=QuantizeLinear]; -"214 DequantizeLinear_onnx^^Conv_490_1" [id=214, label="214 DequantizeLinear_onnx::Conv_490_1", type=DequantizeLinear]; -"215 /features/features.8/block/block.3/block.3.0/Conv" [id=215, type=Conv]; -"216 QuantizeLinear_/features/features.8/block/block.3/block.3.0/Conv_output_0_1" [id=216, type=QuantizeLinear]; -"217 DequantizeLinear_/features/features.8/block/block.3/block.3.0/Conv_output_0_1" [id=217, type=DequantizeLinear]; -"218 /features/features.8/Add" [id=218, type=Add]; -"219 QuantizeLinear_/features/features.8/Add_output_0_1" [id=219, type=QuantizeLinear]; -"220 DequantizeLinear_/features/features.8/Add_output_0_1" [id=220, type=DequantizeLinear]; -"221 QuantizeLinear_onnx^^Conv_493_1" [id=221, label="221 QuantizeLinear_onnx::Conv_493_1", type=QuantizeLinear]; -"222 DequantizeLinear_onnx^^Conv_493_1" [id=222, label="222 DequantizeLinear_onnx::Conv_493_1", type=DequantizeLinear]; -"223 /features/features.9/block/block.0/block.0.0/Conv" [id=223, type=Conv]; -"224 /features/features.9/block/block.0/block.0.2/HardSigmoid" [id=224, type=HardSigmoid]; -"225 /features/features.9/block/block.0/block.0.2/Mul" [id=225, type=Mul]; -"226 QuantizeLinear_/features/features.9/block/block.0/block.0.2/Mul_output_0_1" [id=226, type=QuantizeLinear]; -"227 DequantizeLinear_/features/features.9/block/block.0/block.0.2/Mul_output_0_1" [id=227, type=DequantizeLinear]; -"228 QuantizeLinear_onnx^^Conv_496_1" [id=228, label="228 QuantizeLinear_onnx::Conv_496_1", type=QuantizeLinear]; -"229 DequantizeLinear_onnx^^Conv_496_1" [id=229, label="229 DequantizeLinear_onnx::Conv_496_1", type=DequantizeLinear]; -"230 /features/features.9/block/block.1/block.1.0/Conv" [id=230, type=Conv]; -"231 /features/features.9/block/block.1/block.1.2/HardSigmoid" [id=231, type=HardSigmoid]; -"232 /features/features.9/block/block.1/block.1.2/Mul" [id=232, type=Mul]; -"233 QuantizeLinear_/features/features.9/block/block.1/block.1.2/Mul_output_0_1" [id=233, type=QuantizeLinear]; -"234 DequantizeLinear_/features/features.9/block/block.1/block.1.2/Mul_output_0_1" [id=234, type=DequantizeLinear]; -"235 /features/features.9/block/block.2/avgpool/GlobalAveragePool" [id=235, type=GlobalAveragePool]; -"236 /features/features.9/block/block.2/fc1/Conv" [id=236, type=Conv]; -"237 /features/features.9/block/block.2/activation/Relu" [id=237, type=Relu]; -"238 /features/features.9/block/block.2/fc2/Conv" [id=238, type=Conv]; -"239 /features/features.9/block/block.2/scale_activation/HardSigmoid" [id=239, type=HardSigmoid]; -"240 QuantizeLinear_/features/features.9/block/block.2/scale_activation/HardSigmoid_output_0_1" [id=240, type=QuantizeLinear]; -"241 DequantizeLinear_/features/features.9/block/block.2/scale_activation/HardSigmoid_output_0_1" [id=241, type=DequantizeLinear]; -"242 /features/features.9/block/block.2/Mul" [id=242, type=Mul]; -"243 QuantizeLinear_/features/features.9/block/block.2/Mul_output_0_1" [id=243, type=QuantizeLinear]; -"244 DequantizeLinear_/features/features.9/block/block.2/Mul_output_0_1" [id=244, type=DequantizeLinear]; -"245 QuantizeLinear_onnx^^Conv_499_1" [id=245, label="245 QuantizeLinear_onnx::Conv_499_1", type=QuantizeLinear]; -"246 DequantizeLinear_onnx^^Conv_499_1" [id=246, label="246 DequantizeLinear_onnx::Conv_499_1", type=DequantizeLinear]; -"247 /features/features.9/block/block.3/block.3.0/Conv" [id=247, type=Conv]; -"248 QuantizeLinear_/features/features.9/block/block.3/block.3.0/Conv_output_0_1" [id=248, type=QuantizeLinear]; -"249 DequantizeLinear_/features/features.9/block/block.3/block.3.0/Conv_output_0_1" [id=249, type=DequantizeLinear]; -"250 QuantizeLinear_onnx^^Conv_502_1" [id=250, label="250 QuantizeLinear_onnx::Conv_502_1", type=QuantizeLinear]; -"251 DequantizeLinear_onnx^^Conv_502_1" [id=251, label="251 DequantizeLinear_onnx::Conv_502_1", type=DequantizeLinear]; -"252 /features/features.10/block/block.0/block.0.0/Conv" [id=252, type=Conv]; -"253 /features/features.10/block/block.0/block.0.2/HardSigmoid" [id=253, type=HardSigmoid]; -"254 /features/features.10/block/block.0/block.0.2/Mul" [id=254, type=Mul]; -"255 QuantizeLinear_/features/features.10/block/block.0/block.0.2/Mul_output_0_1" [id=255, type=QuantizeLinear]; -"256 DequantizeLinear_/features/features.10/block/block.0/block.0.2/Mul_output_0_1" [id=256, type=DequantizeLinear]; -"257 QuantizeLinear_onnx^^Conv_505_1" [id=257, label="257 QuantizeLinear_onnx::Conv_505_1", type=QuantizeLinear]; -"258 DequantizeLinear_onnx^^Conv_505_1" [id=258, label="258 DequantizeLinear_onnx::Conv_505_1", type=DequantizeLinear]; -"259 /features/features.10/block/block.1/block.1.0/Conv" [id=259, type=Conv]; -"260 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DequantizeLinear_/features/features.10/block/block.2/scale_activation/HardSigmoid_output_0_1" [id=270, type=DequantizeLinear]; -"271 /features/features.10/block/block.2/Mul" [id=271, type=Mul]; -"272 QuantizeLinear_/features/features.10/block/block.2/Mul_output_0_1" [id=272, type=QuantizeLinear]; -"273 DequantizeLinear_/features/features.10/block/block.2/Mul_output_0_1" [id=273, type=DequantizeLinear]; -"274 QuantizeLinear_onnx^^Conv_508_1" [id=274, label="274 QuantizeLinear_onnx::Conv_508_1", type=QuantizeLinear]; -"275 DequantizeLinear_onnx^^Conv_508_1" [id=275, label="275 DequantizeLinear_onnx::Conv_508_1", type=DequantizeLinear]; -"276 /features/features.10/block/block.3/block.3.0/Conv" [id=276, type=Conv]; -"277 QuantizeLinear_/features/features.10/block/block.3/block.3.0/Conv_output_0_1" [id=277, type=QuantizeLinear]; -"278 DequantizeLinear_/features/features.10/block/block.3/block.3.0/Conv_output_0_1" [id=278, type=DequantizeLinear]; -"279 /features/features.10/Add" [id=279, type=Add]; -"280 QuantizeLinear_/features/features.10/Add_output_0_1" [id=280, type=QuantizeLinear]; -"281 DequantizeLinear_/features/features.10/Add_output_0_1" [id=281, type=DequantizeLinear]; -"282 QuantizeLinear_onnx^^Conv_511_1" [id=282, label="282 QuantizeLinear_onnx::Conv_511_1", type=QuantizeLinear]; -"283 DequantizeLinear_onnx^^Conv_511_1" [id=283, label="283 DequantizeLinear_onnx::Conv_511_1", type=DequantizeLinear]; -"284 /features/features.11/block/block.0/block.0.0/Conv" [id=284, type=Conv]; -"285 /features/features.11/block/block.0/block.0.2/HardSigmoid" [id=285, type=HardSigmoid]; -"286 /features/features.11/block/block.0/block.0.2/Mul" [id=286, type=Mul]; -"287 QuantizeLinear_/features/features.11/block/block.0/block.0.2/Mul_output_0_1" [id=287, type=QuantizeLinear]; -"288 DequantizeLinear_/features/features.11/block/block.0/block.0.2/Mul_output_0_1" [id=288, type=DequantizeLinear]; -"289 QuantizeLinear_onnx^^Conv_514_1" [id=289, label="289 QuantizeLinear_onnx::Conv_514_1", type=QuantizeLinear]; -"290 DequantizeLinear_onnx^^Conv_514_1" [id=290, label="290 DequantizeLinear_onnx::Conv_514_1", type=DequantizeLinear]; -"291 /features/features.11/block/block.1/block.1.0/Conv" [id=291, type=Conv]; -"292 /features/features.11/block/block.1/block.1.2/HardSigmoid" [id=292, type=HardSigmoid]; -"293 /features/features.11/block/block.1/block.1.2/Mul" [id=293, type=Mul]; -"294 QuantizeLinear_/features/features.11/block/block.1/block.1.2/Mul_output_0_1" [id=294, type=QuantizeLinear]; -"295 DequantizeLinear_/features/features.11/block/block.1/block.1.2/Mul_output_0_1" [id=295, type=DequantizeLinear]; -"296 /features/features.11/block/block.2/avgpool/GlobalAveragePool" [id=296, type=GlobalAveragePool]; -"297 /features/features.11/block/block.2/fc1/Conv" [id=297, type=Conv]; -"298 /features/features.11/block/block.2/activation/Relu" [id=298, type=Relu]; -"299 /features/features.11/block/block.2/fc2/Conv" [id=299, type=Conv]; -"300 /features/features.11/block/block.2/scale_activation/HardSigmoid" [id=300, type=HardSigmoid]; -"301 QuantizeLinear_/features/features.11/block/block.2/scale_activation/HardSigmoid_output_0_1" [id=301, type=QuantizeLinear]; -"302 DequantizeLinear_/features/features.11/block/block.2/scale_activation/HardSigmoid_output_0_1" [id=302, type=DequantizeLinear]; -"303 /features/features.11/block/block.2/Mul" [id=303, type=Mul]; -"304 QuantizeLinear_/features/features.11/block/block.2/Mul_output_0_1" [id=304, type=QuantizeLinear]; -"305 DequantizeLinear_/features/features.11/block/block.2/Mul_output_0_1" [id=305, type=DequantizeLinear]; -"306 QuantizeLinear_onnx^^Conv_517_1" [id=306, label="306 QuantizeLinear_onnx::Conv_517_1", type=QuantizeLinear]; -"307 DequantizeLinear_onnx^^Conv_517_1" [id=307, label="307 DequantizeLinear_onnx::Conv_517_1", type=DequantizeLinear]; -"308 /features/features.11/block/block.3/block.3.0/Conv" [id=308, type=Conv]; -"309 QuantizeLinear_/features/features.11/block/block.3/block.3.0/Conv_output_0_1" [id=309, type=QuantizeLinear]; -"310 DequantizeLinear_/features/features.11/block/block.3/block.3.0/Conv_output_0_1" [id=310, type=DequantizeLinear]; -"311 /features/features.11/Add" [id=311, type=Add]; -"312 QuantizeLinear_/features/features.11/Add_output_0_1" [id=312, type=QuantizeLinear]; -"313 DequantizeLinear_/features/features.11/Add_output_0_1" [id=313, type=DequantizeLinear]; -"314 QuantizeLinear_onnx^^Conv_520_1" [id=314, label="314 QuantizeLinear_onnx::Conv_520_1", type=QuantizeLinear]; -"315 DequantizeLinear_onnx^^Conv_520_1" [id=315, label="315 DequantizeLinear_onnx::Conv_520_1", type=DequantizeLinear]; -"316 /features/features.12/features.12.0/Conv" [id=316, type=Conv]; -"317 /features/features.12/features.12.2/HardSigmoid" [id=317, type=HardSigmoid]; -"318 /features/features.12/features.12.2/Mul" [id=318, type=Mul]; -"319 QuantizeLinear_/features/features.12/features.12.2/Mul_output_0_1" [id=319, type=QuantizeLinear]; -"320 DequantizeLinear_/features/features.12/features.12.2/Mul_output_0_1" [id=320, type=DequantizeLinear]; -"321 /avgpool/GlobalAveragePool" [id=321, type=GlobalAveragePool]; -"322 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [id=322, type=QuantizeLinear]; -"323 DequantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [id=323, type=DequantizeLinear]; -"324 /Flatten" [id=324, type=Flatten]; -"325 QuantizeLinear_classifier.0.weight_1" [id=325, type=QuantizeLinear]; -"326 DequantizeLinear_classifier.0.weight_1" [id=326, type=DequantizeLinear]; -"327 /classifier/classifier.0/Gemm" [id=327, type=Gemm]; -"328 /classifier/classifier.1/HardSigmoid" [id=328, type=HardSigmoid]; -"329 /classifier/classifier.1/Mul" [id=329, type=Mul]; -"330 QuantizeLinear_/classifier/classifier.1/Mul_output_0_1" [id=330, type=QuantizeLinear]; -"331 DequantizeLinear_/classifier/classifier.1/Mul_output_0_1" [id=331, type=DequantizeLinear]; -"332 QuantizeLinear_classifier.3.weight_1" [id=332, type=QuantizeLinear]; -"333 DequantizeLinear_classifier.3.weight_1" [id=333, type=DequantizeLinear]; -"334 /classifier/classifier.3/Gemm" [id=334, type=Gemm]; -"335 nncf_model_input_0" [id=335, type=nncf_model_input]; -"336 nncf_model_output_0" [id=336, type=nncf_model_output]; -"0 QuantizeLinear_input.1_1" -> "1 DequantizeLinear_input.1_1" [label="[1, 3, 224, 224]", style=dashed]; -"1 DequantizeLinear_input.1_1" -> "4 /features/features.0/features.0.0/Conv" [label="[1, 3, 224, 224]", style=solid]; -"2 QuantizeLinear_onnx^^Conv_421_1" -> "3 DequantizeLinear_onnx^^Conv_421_1" [label="[16, 3, 3, 3]", style=dashed]; -"3 DequantizeLinear_onnx^^Conv_421_1" -> "4 /features/features.0/features.0.0/Conv" [label="[16, 3, 3, 3]", style=solid]; -"4 /features/features.0/features.0.0/Conv" -> "5 /features/features.0/features.0.2/HardSigmoid" [label="[1, 16, 112, 112]", style=solid]; -"4 /features/features.0/features.0.0/Conv" -> "6 /features/features.0/features.0.2/Mul" [label="[1, 16, 112, 112]", style=solid]; -"5 /features/features.0/features.0.2/HardSigmoid" -> "6 /features/features.0/features.0.2/Mul" [label="[1, 16, 112, 112]", style=solid]; -"6 /features/features.0/features.0.2/Mul" -> "7 QuantizeLinear_/features/features.0/features.0.2/Mul_output_0_1" [label="[1, 16, 112, 112]", style=solid]; -"7 QuantizeLinear_/features/features.0/features.0.2/Mul_output_0_1" -> "8 DequantizeLinear_/features/features.0/features.0.2/Mul_output_0_1" [label="[1, 16, 112, 112]", style=dashed]; -"8 DequantizeLinear_/features/features.0/features.0.2/Mul_output_0_1" -> "11 /features/features.1/block/block.0/block.0.0/Conv" [label="[1, 16, 112, 112]", style=solid]; -"9 QuantizeLinear_onnx^^Conv_424_1" -> "10 DequantizeLinear_onnx^^Conv_424_1" [label="[16, 1, 3, 3]", style=dashed]; -"10 DequantizeLinear_onnx^^Conv_424_1" -> "11 /features/features.1/block/block.0/block.0.0/Conv" [label="[16, 1, 3, 3]", style=solid]; -"11 /features/features.1/block/block.0/block.0.0/Conv" -> "12 /features/features.1/block/block.0/block.0.2/Relu" [label="[1, 16, 56, 56]", style=solid]; -"12 /features/features.1/block/block.0/block.0.2/Relu" -> "13 QuantizeLinear_/features/features.1/block/block.0/block.0.2/Relu_output_0_1" [label="[1, 16, 56, 56]", style=solid]; -"13 QuantizeLinear_/features/features.1/block/block.0/block.0.2/Relu_output_0_1" -> "14 DequantizeLinear_/features/features.1/block/block.0/block.0.2/Relu_output_0_1" [label="[1, 16, 56, 56]", style=dashed]; -"14 DequantizeLinear_/features/features.1/block/block.0/block.0.2/Relu_output_0_1" -> "15 /features/features.1/block/block.1/avgpool/GlobalAveragePool" [label="[1, 16, 56, 56]", style=solid]; -"14 DequantizeLinear_/features/features.1/block/block.0/block.0.2/Relu_output_0_1" -> "22 /features/features.1/block/block.1/Mul" [label="[1, 16, 56, 56]", style=solid]; -"15 /features/features.1/block/block.1/avgpool/GlobalAveragePool" -> "16 /features/features.1/block/block.1/fc1/Conv" [label="[1, 16, 1, 1]", style=solid]; -"16 /features/features.1/block/block.1/fc1/Conv" -> "17 /features/features.1/block/block.1/activation/Relu" [label="[1, 8, 1, 1]", style=solid]; -"17 /features/features.1/block/block.1/activation/Relu" -> "18 /features/features.1/block/block.1/fc2/Conv" [label="[1, 8, 1, 1]", style=solid]; -"18 /features/features.1/block/block.1/fc2/Conv" -> "19 /features/features.1/block/block.1/scale_activation/HardSigmoid" [label="[1, 16, 1, 1]", style=solid]; -"19 /features/features.1/block/block.1/scale_activation/HardSigmoid" -> "20 QuantizeLinear_/features/features.1/block/block.1/scale_activation/HardSigmoid_output_0_1" [label="[1, 16, 1, 1]", style=solid]; -"20 QuantizeLinear_/features/features.1/block/block.1/scale_activation/HardSigmoid_output_0_1" -> "21 DequantizeLinear_/features/features.1/block/block.1/scale_activation/HardSigmoid_output_0_1" [label="[1, 16, 1, 1]", style=dashed]; -"21 DequantizeLinear_/features/features.1/block/block.1/scale_activation/HardSigmoid_output_0_1" -> "22 /features/features.1/block/block.1/Mul" [label="[1, 16, 1, 1]", style=solid]; -"22 /features/features.1/block/block.1/Mul" -> "23 QuantizeLinear_/features/features.1/block/block.1/Mul_output_0_1" [label="[1, 16, 56, 56]", style=solid]; -"23 QuantizeLinear_/features/features.1/block/block.1/Mul_output_0_1" -> "24 DequantizeLinear_/features/features.1/block/block.1/Mul_output_0_1" [label="[1, 16, 56, 56]", style=dashed]; -"24 DequantizeLinear_/features/features.1/block/block.1/Mul_output_0_1" -> "27 /features/features.1/block/block.2/block.2.0/Conv" [label="[1, 16, 56, 56]", style=solid]; -"25 QuantizeLinear_onnx^^Conv_427_1" -> "26 DequantizeLinear_onnx^^Conv_427_1" [label="[16, 16, 1, 1]", style=dashed]; -"26 DequantizeLinear_onnx^^Conv_427_1" -> "27 /features/features.1/block/block.2/block.2.0/Conv" [label="[16, 16, 1, 1]", style=solid]; -"27 /features/features.1/block/block.2/block.2.0/Conv" -> "28 QuantizeLinear_/features/features.1/block/block.2/block.2.0/Conv_output_0_1" [label="[1, 16, 56, 56]", style=solid]; -"28 QuantizeLinear_/features/features.1/block/block.2/block.2.0/Conv_output_0_1" -> "29 DequantizeLinear_/features/features.1/block/block.2/block.2.0/Conv_output_0_1" [label="[1, 16, 56, 56]", style=dashed]; -"29 DequantizeLinear_/features/features.1/block/block.2/block.2.0/Conv_output_0_1" -> "32 /features/features.2/block/block.0/block.0.0/Conv" [label="[1, 16, 56, 56]", style=solid]; -"30 QuantizeLinear_onnx^^Conv_430_1" -> "31 DequantizeLinear_onnx^^Conv_430_1" [label="[72, 16, 1, 1]", style=dashed]; -"31 DequantizeLinear_onnx^^Conv_430_1" -> "32 /features/features.2/block/block.0/block.0.0/Conv" [label="[72, 16, 1, 1]", style=solid]; -"32 /features/features.2/block/block.0/block.0.0/Conv" -> "33 /features/features.2/block/block.0/block.0.2/Relu" [label="[1, 72, 56, 56]", style=solid]; -"33 /features/features.2/block/block.0/block.0.2/Relu" -> "34 QuantizeLinear_/features/features.2/block/block.0/block.0.2/Relu_output_0_1" [label="[1, 72, 56, 56]", style=solid]; -"34 QuantizeLinear_/features/features.2/block/block.0/block.0.2/Relu_output_0_1" -> "35 DequantizeLinear_/features/features.2/block/block.0/block.0.2/Relu_output_0_1" [label="[1, 72, 56, 56]", style=dashed]; -"35 DequantizeLinear_/features/features.2/block/block.0/block.0.2/Relu_output_0_1" -> "38 /features/features.2/block/block.1/block.1.0/Conv" [label="[1, 72, 56, 56]", style=solid]; -"36 QuantizeLinear_onnx^^Conv_433_1" -> "37 DequantizeLinear_onnx^^Conv_433_1" [label="[72, 1, 3, 3]", style=dashed]; -"37 DequantizeLinear_onnx^^Conv_433_1" -> "38 /features/features.2/block/block.1/block.1.0/Conv" [label="[72, 1, 3, 3]", style=solid]; -"38 /features/features.2/block/block.1/block.1.0/Conv" -> "39 /features/features.2/block/block.1/block.1.2/Relu" [label="[1, 72, 28, 28]", style=solid]; -"39 /features/features.2/block/block.1/block.1.2/Relu" -> "40 QuantizeLinear_/features/features.2/block/block.1/block.1.2/Relu_output_0_1" [label="[1, 72, 28, 28]", style=solid]; -"40 QuantizeLinear_/features/features.2/block/block.1/block.1.2/Relu_output_0_1" -> "41 DequantizeLinear_/features/features.2/block/block.1/block.1.2/Relu_output_0_1" [label="[1, 72, 28, 28]", style=dashed]; -"41 DequantizeLinear_/features/features.2/block/block.1/block.1.2/Relu_output_0_1" -> "44 /features/features.2/block/block.2/block.2.0/Conv" [label="[1, 72, 28, 28]", style=solid]; -"42 QuantizeLinear_onnx^^Conv_436_1" -> "43 DequantizeLinear_onnx^^Conv_436_1" [label="[24, 72, 1, 1]", style=dashed]; -"43 DequantizeLinear_onnx^^Conv_436_1" -> "44 /features/features.2/block/block.2/block.2.0/Conv" [label="[24, 72, 1, 1]", style=solid]; -"44 /features/features.2/block/block.2/block.2.0/Conv" -> "45 QuantizeLinear_/features/features.2/block/block.2/block.2.0/Conv_output_0_1" [label="[1, 24, 28, 28]", style=solid]; -"45 QuantizeLinear_/features/features.2/block/block.2/block.2.0/Conv_output_0_1" -> "46 DequantizeLinear_/features/features.2/block/block.2/block.2.0/Conv_output_0_1" [label="[1, 24, 28, 28]", style=dashed]; -"46 DequantizeLinear_/features/features.2/block/block.2/block.2.0/Conv_output_0_1" -> "49 /features/features.3/block/block.0/block.0.0/Conv" [label="[1, 24, 28, 28]", style=solid]; -"46 DequantizeLinear_/features/features.2/block/block.2/block.2.0/Conv_output_0_1" -> "64 /features/features.3/Add" [label="[1, 24, 28, 28]", style=solid]; -"47 QuantizeLinear_onnx^^Conv_439_1" -> "48 DequantizeLinear_onnx^^Conv_439_1" [label="[88, 24, 1, 1]", style=dashed]; -"48 DequantizeLinear_onnx^^Conv_439_1" -> "49 /features/features.3/block/block.0/block.0.0/Conv" [label="[88, 24, 1, 1]", style=solid]; -"49 /features/features.3/block/block.0/block.0.0/Conv" -> "50 /features/features.3/block/block.0/block.0.2/Relu" [label="[1, 88, 28, 28]", style=solid]; -"50 /features/features.3/block/block.0/block.0.2/Relu" -> "51 QuantizeLinear_/features/features.3/block/block.0/block.0.2/Relu_output_0_1" [label="[1, 88, 28, 28]", style=solid]; -"51 QuantizeLinear_/features/features.3/block/block.0/block.0.2/Relu_output_0_1" -> "52 DequantizeLinear_/features/features.3/block/block.0/block.0.2/Relu_output_0_1" [label="[1, 88, 28, 28]", style=dashed]; -"52 DequantizeLinear_/features/features.3/block/block.0/block.0.2/Relu_output_0_1" -> "55 /features/features.3/block/block.1/block.1.0/Conv" [label="[1, 88, 28, 28]", style=solid]; -"53 QuantizeLinear_onnx^^Conv_442_1" -> "54 DequantizeLinear_onnx^^Conv_442_1" [label="[88, 1, 3, 3]", style=dashed]; -"54 DequantizeLinear_onnx^^Conv_442_1" -> "55 /features/features.3/block/block.1/block.1.0/Conv" [label="[88, 1, 3, 3]", style=solid]; -"55 /features/features.3/block/block.1/block.1.0/Conv" -> "56 /features/features.3/block/block.1/block.1.2/Relu" [label="[1, 88, 28, 28]", style=solid]; -"56 /features/features.3/block/block.1/block.1.2/Relu" -> "57 QuantizeLinear_/features/features.3/block/block.1/block.1.2/Relu_output_0_1" [label="[1, 88, 28, 28]", style=solid]; -"57 QuantizeLinear_/features/features.3/block/block.1/block.1.2/Relu_output_0_1" -> "58 DequantizeLinear_/features/features.3/block/block.1/block.1.2/Relu_output_0_1" [label="[1, 88, 28, 28]", style=dashed]; -"58 DequantizeLinear_/features/features.3/block/block.1/block.1.2/Relu_output_0_1" -> "61 /features/features.3/block/block.2/block.2.0/Conv" [label="[1, 88, 28, 28]", style=solid]; -"59 QuantizeLinear_onnx^^Conv_445_1" -> "60 DequantizeLinear_onnx^^Conv_445_1" [label="[24, 88, 1, 1]", style=dashed]; -"60 DequantizeLinear_onnx^^Conv_445_1" -> "61 /features/features.3/block/block.2/block.2.0/Conv" [label="[24, 88, 1, 1]", style=solid]; -"61 /features/features.3/block/block.2/block.2.0/Conv" -> "62 QuantizeLinear_/features/features.3/block/block.2/block.2.0/Conv_output_0_1" [label="[1, 24, 28, 28]", style=solid]; -"62 QuantizeLinear_/features/features.3/block/block.2/block.2.0/Conv_output_0_1" -> "63 DequantizeLinear_/features/features.3/block/block.2/block.2.0/Conv_output_0_1" [label="[1, 24, 28, 28]", style=dashed]; -"63 DequantizeLinear_/features/features.3/block/block.2/block.2.0/Conv_output_0_1" -> "64 /features/features.3/Add" [label="[1, 24, 28, 28]", style=solid]; -"64 /features/features.3/Add" -> "65 QuantizeLinear_/features/features.3/Add_output_0_1" [label="[1, 24, 28, 28]", style=solid]; -"65 QuantizeLinear_/features/features.3/Add_output_0_1" -> "66 DequantizeLinear_/features/features.3/Add_output_0_1" [label="[1, 24, 28, 28]", style=dashed]; -"66 DequantizeLinear_/features/features.3/Add_output_0_1" -> "69 /features/features.4/block/block.0/block.0.0/Conv" [label="[1, 24, 28, 28]", style=solid]; -"67 QuantizeLinear_onnx^^Conv_448_1" -> "68 DequantizeLinear_onnx^^Conv_448_1" [label="[96, 24, 1, 1]", style=dashed]; -"68 DequantizeLinear_onnx^^Conv_448_1" -> "69 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[label="[240, 1, 5, 5]", style=solid]; -"105 /features/features.5/block/block.1/block.1.0/Conv" -> "106 /features/features.5/block/block.1/block.1.2/HardSigmoid" [label="[1, 240, 14, 14]", style=solid]; -"105 /features/features.5/block/block.1/block.1.0/Conv" -> "107 /features/features.5/block/block.1/block.1.2/Mul" [label="[1, 240, 14, 14]", style=solid]; -"106 /features/features.5/block/block.1/block.1.2/HardSigmoid" -> "107 /features/features.5/block/block.1/block.1.2/Mul" [label="[1, 240, 14, 14]", style=solid]; -"107 /features/features.5/block/block.1/block.1.2/Mul" -> "108 QuantizeLinear_/features/features.5/block/block.1/block.1.2/Mul_output_0_1" [label="[1, 240, 14, 14]", style=solid]; -"108 QuantizeLinear_/features/features.5/block/block.1/block.1.2/Mul_output_0_1" -> "109 DequantizeLinear_/features/features.5/block/block.1/block.1.2/Mul_output_0_1" [label="[1, 240, 14, 14]", style=dashed]; -"109 DequantizeLinear_/features/features.5/block/block.1/block.1.2/Mul_output_0_1" -> 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[label="[1, 40, 14, 14]", style=solid]; -"126 QuantizeLinear_/features/features.5/Add_output_0_1" -> "127 DequantizeLinear_/features/features.5/Add_output_0_1" [label="[1, 40, 14, 14]", style=dashed]; -"127 DequantizeLinear_/features/features.5/Add_output_0_1" -> "130 /features/features.6/block/block.0/block.0.0/Conv" [label="[1, 40, 14, 14]", style=solid]; -"127 DequantizeLinear_/features/features.5/Add_output_0_1" -> "157 /features/features.6/Add" [label="[1, 40, 14, 14]", style=solid]; -"128 QuantizeLinear_onnx^^Conv_466_1" -> "129 DequantizeLinear_onnx^^Conv_466_1" [label="[240, 40, 1, 1]", style=dashed]; -"129 DequantizeLinear_onnx^^Conv_466_1" -> "130 /features/features.6/block/block.0/block.0.0/Conv" [label="[240, 40, 1, 1]", style=solid]; -"130 /features/features.6/block/block.0/block.0.0/Conv" -> "131 /features/features.6/block/block.0/block.0.2/HardSigmoid" [label="[1, 240, 14, 14]", style=solid]; -"130 /features/features.6/block/block.0/block.0.0/Conv" -> "132 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/features/features.6/block/block.2/scale_activation/HardSigmoid" -> "147 QuantizeLinear_/features/features.6/block/block.2/scale_activation/HardSigmoid_output_0_1" [label="[1, 240, 1, 1]", style=solid]; -"147 QuantizeLinear_/features/features.6/block/block.2/scale_activation/HardSigmoid_output_0_1" -> "148 DequantizeLinear_/features/features.6/block/block.2/scale_activation/HardSigmoid_output_0_1" [label="[1, 240, 1, 1]", style=dashed]; -"148 DequantizeLinear_/features/features.6/block/block.2/scale_activation/HardSigmoid_output_0_1" -> "149 /features/features.6/block/block.2/Mul" [label="[1, 240, 1, 1]", style=solid]; -"149 /features/features.6/block/block.2/Mul" -> "150 QuantizeLinear_/features/features.6/block/block.2/Mul_output_0_1" [label="[1, 240, 14, 14]", style=solid]; -"150 QuantizeLinear_/features/features.6/block/block.2/Mul_output_0_1" -> "151 DequantizeLinear_/features/features.6/block/block.2/Mul_output_0_1" [label="[1, 240, 14, 14]", style=dashed]; -"151 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/features/features.6/Add" -> "158 QuantizeLinear_/features/features.6/Add_output_0_1" [label="[1, 40, 14, 14]", style=solid]; -"158 QuantizeLinear_/features/features.6/Add_output_0_1" -> "159 DequantizeLinear_/features/features.6/Add_output_0_1" [label="[1, 40, 14, 14]", style=dashed]; -"159 DequantizeLinear_/features/features.6/Add_output_0_1" -> "162 /features/features.7/block/block.0/block.0.0/Conv" [label="[1, 40, 14, 14]", style=solid]; -"160 QuantizeLinear_onnx^^Conv_475_1" -> "161 DequantizeLinear_onnx^^Conv_475_1" [label="[120, 40, 1, 1]", style=dashed]; -"161 DequantizeLinear_onnx^^Conv_475_1" -> "162 /features/features.7/block/block.0/block.0.0/Conv" [label="[120, 40, 1, 1]", style=solid]; -"162 /features/features.7/block/block.0/block.0.0/Conv" -> "163 /features/features.7/block/block.0/block.0.2/HardSigmoid" [label="[1, 120, 14, 14]", style=solid]; -"162 /features/features.7/block/block.0/block.0.0/Conv" -> "164 /features/features.7/block/block.0/block.0.2/Mul" [label="[1, 120, 14, 14]", style=solid]; -"163 /features/features.7/block/block.0/block.0.2/HardSigmoid" -> "164 /features/features.7/block/block.0/block.0.2/Mul" [label="[1, 120, 14, 14]", style=solid]; -"164 /features/features.7/block/block.0/block.0.2/Mul" -> "165 QuantizeLinear_/features/features.7/block/block.0/block.0.2/Mul_output_0_1" [label="[1, 120, 14, 14]", style=solid]; -"165 QuantizeLinear_/features/features.7/block/block.0/block.0.2/Mul_output_0_1" -> "166 DequantizeLinear_/features/features.7/block/block.0/block.0.2/Mul_output_0_1" [label="[1, 120, 14, 14]", style=dashed]; -"166 DequantizeLinear_/features/features.7/block/block.0/block.0.2/Mul_output_0_1" -> "169 /features/features.7/block/block.1/block.1.0/Conv" [label="[1, 120, 14, 14]", style=solid]; -"167 QuantizeLinear_onnx^^Conv_478_1" -> "168 DequantizeLinear_onnx^^Conv_478_1" [label="[120, 1, 5, 5]", style=dashed]; -"168 DequantizeLinear_onnx^^Conv_478_1" -> "169 /features/features.7/block/block.1/block.1.0/Conv" [label="[120, 1, 5, 5]", style=solid]; -"169 /features/features.7/block/block.1/block.1.0/Conv" -> "170 /features/features.7/block/block.1/block.1.2/HardSigmoid" [label="[1, 120, 14, 14]", style=solid]; -"169 /features/features.7/block/block.1/block.1.0/Conv" -> "171 /features/features.7/block/block.1/block.1.2/Mul" [label="[1, 120, 14, 14]", style=solid]; -"170 /features/features.7/block/block.1/block.1.2/HardSigmoid" -> "171 /features/features.7/block/block.1/block.1.2/Mul" [label="[1, 120, 14, 14]", style=solid]; -"171 /features/features.7/block/block.1/block.1.2/Mul" -> "172 QuantizeLinear_/features/features.7/block/block.1/block.1.2/Mul_output_0_1" [label="[1, 120, 14, 14]", style=solid]; -"172 QuantizeLinear_/features/features.7/block/block.1/block.1.2/Mul_output_0_1" -> "173 DequantizeLinear_/features/features.7/block/block.1/block.1.2/Mul_output_0_1" [label="[1, 120, 14, 14]", style=dashed]; -"173 DequantizeLinear_/features/features.7/block/block.1/block.1.2/Mul_output_0_1" -> 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QuantizeLinear_/features/features.7/block/block.2/scale_activation/HardSigmoid_output_0_1" [label="[1, 120, 1, 1]", style=solid]; -"179 QuantizeLinear_/features/features.7/block/block.2/scale_activation/HardSigmoid_output_0_1" -> "180 DequantizeLinear_/features/features.7/block/block.2/scale_activation/HardSigmoid_output_0_1" [label="[1, 120, 1, 1]", style=dashed]; -"180 DequantizeLinear_/features/features.7/block/block.2/scale_activation/HardSigmoid_output_0_1" -> "181 /features/features.7/block/block.2/Mul" [label="[1, 120, 1, 1]", style=solid]; -"181 /features/features.7/block/block.2/Mul" -> "182 QuantizeLinear_/features/features.7/block/block.2/Mul_output_0_1" [label="[1, 120, 14, 14]", style=solid]; -"182 QuantizeLinear_/features/features.7/block/block.2/Mul_output_0_1" -> "183 DequantizeLinear_/features/features.7/block/block.2/Mul_output_0_1" [label="[1, 120, 14, 14]", style=dashed]; -"183 DequantizeLinear_/features/features.7/block/block.2/Mul_output_0_1" -> "186 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QuantizeLinear_/features/features.8/block/block.0/block.0.2/Mul_output_0_1" [label="[1, 144, 14, 14]", style=solid]; -"194 QuantizeLinear_/features/features.8/block/block.0/block.0.2/Mul_output_0_1" -> "195 DequantizeLinear_/features/features.8/block/block.0/block.0.2/Mul_output_0_1" [label="[1, 144, 14, 14]", style=dashed]; -"195 DequantizeLinear_/features/features.8/block/block.0/block.0.2/Mul_output_0_1" -> "198 /features/features.8/block/block.1/block.1.0/Conv" [label="[1, 144, 14, 14]", style=solid]; -"196 QuantizeLinear_onnx^^Conv_487_1" -> "197 DequantizeLinear_onnx^^Conv_487_1" [label="[144, 1, 5, 5]", style=dashed]; -"197 DequantizeLinear_onnx^^Conv_487_1" -> "198 /features/features.8/block/block.1/block.1.0/Conv" [label="[144, 1, 5, 5]", style=solid]; -"198 /features/features.8/block/block.1/block.1.0/Conv" -> "199 /features/features.8/block/block.1/block.1.2/HardSigmoid" [label="[1, 144, 14, 14]", style=solid]; -"198 /features/features.8/block/block.1/block.1.0/Conv" -> "200 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DequantizeLinear_onnx^^Conv_499_1" -> "247 /features/features.9/block/block.3/block.3.0/Conv" [label="[96, 288, 1, 1]", style=solid]; -"247 /features/features.9/block/block.3/block.3.0/Conv" -> "248 QuantizeLinear_/features/features.9/block/block.3/block.3.0/Conv_output_0_1" [label="[1, 96, 7, 7]", style=solid]; -"248 QuantizeLinear_/features/features.9/block/block.3/block.3.0/Conv_output_0_1" -> "249 DequantizeLinear_/features/features.9/block/block.3/block.3.0/Conv_output_0_1" [label="[1, 96, 7, 7]", style=dashed]; -"249 DequantizeLinear_/features/features.9/block/block.3/block.3.0/Conv_output_0_1" -> "252 /features/features.10/block/block.0/block.0.0/Conv" [label="[1, 96, 7, 7]", style=solid]; -"249 DequantizeLinear_/features/features.9/block/block.3/block.3.0/Conv_output_0_1" -> "279 /features/features.10/Add" [label="[1, 96, 7, 7]", style=solid]; -"250 QuantizeLinear_onnx^^Conv_502_1" -> "251 DequantizeLinear_onnx^^Conv_502_1" [label="[576, 96, 1, 1]", style=dashed]; -"251 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style=dashed]; -"256 DequantizeLinear_/features/features.10/block/block.0/block.0.2/Mul_output_0_1" -> "259 /features/features.10/block/block.1/block.1.0/Conv" [label="[1, 576, 7, 7]", style=solid]; -"257 QuantizeLinear_onnx^^Conv_505_1" -> "258 DequantizeLinear_onnx^^Conv_505_1" [label="[576, 1, 5, 5]", style=dashed]; -"258 DequantizeLinear_onnx^^Conv_505_1" -> "259 /features/features.10/block/block.1/block.1.0/Conv" [label="[576, 1, 5, 5]", style=solid]; -"259 /features/features.10/block/block.1/block.1.0/Conv" -> "260 /features/features.10/block/block.1/block.1.2/HardSigmoid" [label="[1, 576, 7, 7]", style=solid]; -"259 /features/features.10/block/block.1/block.1.0/Conv" -> "261 /features/features.10/block/block.1/block.1.2/Mul" [label="[1, 576, 7, 7]", style=solid]; -"260 /features/features.10/block/block.1/block.1.2/HardSigmoid" -> "261 /features/features.10/block/block.1/block.1.2/Mul" [label="[1, 576, 7, 7]", style=solid]; -"261 /features/features.10/block/block.1/block.1.2/Mul" -> "262 QuantizeLinear_/features/features.10/block/block.1/block.1.2/Mul_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"262 QuantizeLinear_/features/features.10/block/block.1/block.1.2/Mul_output_0_1" -> "263 DequantizeLinear_/features/features.10/block/block.1/block.1.2/Mul_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"263 DequantizeLinear_/features/features.10/block/block.1/block.1.2/Mul_output_0_1" -> "264 /features/features.10/block/block.2/avgpool/GlobalAveragePool" [label="[1, 576, 7, 7]", style=solid]; -"263 DequantizeLinear_/features/features.10/block/block.1/block.1.2/Mul_output_0_1" -> "271 /features/features.10/block/block.2/Mul" [label="[1, 576, 7, 7]", style=solid]; -"264 /features/features.10/block/block.2/avgpool/GlobalAveragePool" -> "265 /features/features.10/block/block.2/fc1/Conv" [label="[1, 576, 1, 1]", style=solid]; -"265 /features/features.10/block/block.2/fc1/Conv" -> "266 /features/features.10/block/block.2/activation/Relu" [label="[1, 144, 1, 1]", style=solid]; -"266 /features/features.10/block/block.2/activation/Relu" -> "267 /features/features.10/block/block.2/fc2/Conv" [label="[1, 144, 1, 1]", style=solid]; -"267 /features/features.10/block/block.2/fc2/Conv" -> "268 /features/features.10/block/block.2/scale_activation/HardSigmoid" [label="[1, 576, 1, 1]", style=solid]; -"268 /features/features.10/block/block.2/scale_activation/HardSigmoid" -> "269 QuantizeLinear_/features/features.10/block/block.2/scale_activation/HardSigmoid_output_0_1" [label="[1, 576, 1, 1]", style=solid]; -"269 QuantizeLinear_/features/features.10/block/block.2/scale_activation/HardSigmoid_output_0_1" -> "270 DequantizeLinear_/features/features.10/block/block.2/scale_activation/HardSigmoid_output_0_1" [label="[1, 576, 1, 1]", style=dashed]; -"270 DequantizeLinear_/features/features.10/block/block.2/scale_activation/HardSigmoid_output_0_1" -> "271 /features/features.10/block/block.2/Mul" [label="[1, 576, 1, 1]", style=solid]; -"271 /features/features.10/block/block.2/Mul" -> "272 QuantizeLinear_/features/features.10/block/block.2/Mul_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"272 QuantizeLinear_/features/features.10/block/block.2/Mul_output_0_1" -> "273 DequantizeLinear_/features/features.10/block/block.2/Mul_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"273 DequantizeLinear_/features/features.10/block/block.2/Mul_output_0_1" -> "276 /features/features.10/block/block.3/block.3.0/Conv" [label="[1, 576, 7, 7]", style=solid]; -"274 QuantizeLinear_onnx^^Conv_508_1" -> "275 DequantizeLinear_onnx^^Conv_508_1" [label="[96, 576, 1, 1]", style=dashed]; -"275 DequantizeLinear_onnx^^Conv_508_1" -> "276 /features/features.10/block/block.3/block.3.0/Conv" [label="[96, 576, 1, 1]", style=solid]; -"276 /features/features.10/block/block.3/block.3.0/Conv" -> "277 QuantizeLinear_/features/features.10/block/block.3/block.3.0/Conv_output_0_1" [label="[1, 96, 7, 7]", style=solid]; -"277 QuantizeLinear_/features/features.10/block/block.3/block.3.0/Conv_output_0_1" -> "278 DequantizeLinear_/features/features.10/block/block.3/block.3.0/Conv_output_0_1" [label="[1, 96, 7, 7]", style=dashed]; -"278 DequantizeLinear_/features/features.10/block/block.3/block.3.0/Conv_output_0_1" -> "279 /features/features.10/Add" [label="[1, 96, 7, 7]", style=solid]; -"279 /features/features.10/Add" -> "280 QuantizeLinear_/features/features.10/Add_output_0_1" [label="[1, 96, 7, 7]", style=solid]; -"280 QuantizeLinear_/features/features.10/Add_output_0_1" -> "281 DequantizeLinear_/features/features.10/Add_output_0_1" [label="[1, 96, 7, 7]", style=dashed]; -"281 DequantizeLinear_/features/features.10/Add_output_0_1" -> "284 /features/features.11/block/block.0/block.0.0/Conv" [label="[1, 96, 7, 7]", style=solid]; -"281 DequantizeLinear_/features/features.10/Add_output_0_1" -> "311 /features/features.11/Add" [label="[1, 96, 7, 7]", style=solid]; -"282 QuantizeLinear_onnx^^Conv_511_1" -> "283 DequantizeLinear_onnx^^Conv_511_1" [label="[576, 96, 1, 1]", style=dashed]; -"283 DequantizeLinear_onnx^^Conv_511_1" -> "284 /features/features.11/block/block.0/block.0.0/Conv" [label="[576, 96, 1, 1]", style=solid]; -"284 /features/features.11/block/block.0/block.0.0/Conv" -> "285 /features/features.11/block/block.0/block.0.2/HardSigmoid" [label="[1, 576, 7, 7]", style=solid]; -"284 /features/features.11/block/block.0/block.0.0/Conv" -> "286 /features/features.11/block/block.0/block.0.2/Mul" [label="[1, 576, 7, 7]", style=solid]; -"285 /features/features.11/block/block.0/block.0.2/HardSigmoid" -> "286 /features/features.11/block/block.0/block.0.2/Mul" [label="[1, 576, 7, 7]", style=solid]; -"286 /features/features.11/block/block.0/block.0.2/Mul" -> "287 QuantizeLinear_/features/features.11/block/block.0/block.0.2/Mul_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"287 QuantizeLinear_/features/features.11/block/block.0/block.0.2/Mul_output_0_1" -> "288 DequantizeLinear_/features/features.11/block/block.0/block.0.2/Mul_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"288 DequantizeLinear_/features/features.11/block/block.0/block.0.2/Mul_output_0_1" -> "291 /features/features.11/block/block.1/block.1.0/Conv" [label="[1, 576, 7, 7]", style=solid]; -"289 QuantizeLinear_onnx^^Conv_514_1" -> "290 DequantizeLinear_onnx^^Conv_514_1" [label="[576, 1, 5, 5]", style=dashed]; -"290 DequantizeLinear_onnx^^Conv_514_1" -> "291 /features/features.11/block/block.1/block.1.0/Conv" [label="[576, 1, 5, 5]", style=solid]; -"291 /features/features.11/block/block.1/block.1.0/Conv" -> "292 /features/features.11/block/block.1/block.1.2/HardSigmoid" [label="[1, 576, 7, 7]", style=solid]; -"291 /features/features.11/block/block.1/block.1.0/Conv" -> "293 /features/features.11/block/block.1/block.1.2/Mul" [label="[1, 576, 7, 7]", style=solid]; -"292 /features/features.11/block/block.1/block.1.2/HardSigmoid" -> "293 /features/features.11/block/block.1/block.1.2/Mul" [label="[1, 576, 7, 7]", style=solid]; -"293 /features/features.11/block/block.1/block.1.2/Mul" -> "294 QuantizeLinear_/features/features.11/block/block.1/block.1.2/Mul_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"294 QuantizeLinear_/features/features.11/block/block.1/block.1.2/Mul_output_0_1" -> "295 DequantizeLinear_/features/features.11/block/block.1/block.1.2/Mul_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"295 DequantizeLinear_/features/features.11/block/block.1/block.1.2/Mul_output_0_1" -> "296 /features/features.11/block/block.2/avgpool/GlobalAveragePool" [label="[1, 576, 7, 7]", style=solid]; -"295 DequantizeLinear_/features/features.11/block/block.1/block.1.2/Mul_output_0_1" -> "303 /features/features.11/block/block.2/Mul" [label="[1, 576, 7, 7]", style=solid]; -"296 /features/features.11/block/block.2/avgpool/GlobalAveragePool" -> "297 /features/features.11/block/block.2/fc1/Conv" [label="[1, 576, 1, 1]", style=solid]; -"297 /features/features.11/block/block.2/fc1/Conv" -> "298 /features/features.11/block/block.2/activation/Relu" [label="[1, 144, 1, 1]", style=solid]; -"298 /features/features.11/block/block.2/activation/Relu" -> "299 /features/features.11/block/block.2/fc2/Conv" [label="[1, 144, 1, 1]", style=solid]; -"299 /features/features.11/block/block.2/fc2/Conv" -> "300 /features/features.11/block/block.2/scale_activation/HardSigmoid" [label="[1, 576, 1, 1]", style=solid]; -"300 /features/features.11/block/block.2/scale_activation/HardSigmoid" -> "301 QuantizeLinear_/features/features.11/block/block.2/scale_activation/HardSigmoid_output_0_1" [label="[1, 576, 1, 1]", style=solid]; -"301 QuantizeLinear_/features/features.11/block/block.2/scale_activation/HardSigmoid_output_0_1" -> "302 DequantizeLinear_/features/features.11/block/block.2/scale_activation/HardSigmoid_output_0_1" [label="[1, 576, 1, 1]", style=dashed]; -"302 DequantizeLinear_/features/features.11/block/block.2/scale_activation/HardSigmoid_output_0_1" -> "303 /features/features.11/block/block.2/Mul" [label="[1, 576, 1, 1]", style=solid]; -"303 /features/features.11/block/block.2/Mul" -> "304 QuantizeLinear_/features/features.11/block/block.2/Mul_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"304 QuantizeLinear_/features/features.11/block/block.2/Mul_output_0_1" -> "305 DequantizeLinear_/features/features.11/block/block.2/Mul_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"305 DequantizeLinear_/features/features.11/block/block.2/Mul_output_0_1" -> "308 /features/features.11/block/block.3/block.3.0/Conv" [label="[1, 576, 7, 7]", style=solid]; -"306 QuantizeLinear_onnx^^Conv_517_1" -> "307 DequantizeLinear_onnx^^Conv_517_1" [label="[96, 576, 1, 1]", style=dashed]; -"307 DequantizeLinear_onnx^^Conv_517_1" -> "308 /features/features.11/block/block.3/block.3.0/Conv" [label="[96, 576, 1, 1]", style=solid]; -"308 /features/features.11/block/block.3/block.3.0/Conv" -> "309 QuantizeLinear_/features/features.11/block/block.3/block.3.0/Conv_output_0_1" [label="[1, 96, 7, 7]", style=solid]; -"309 QuantizeLinear_/features/features.11/block/block.3/block.3.0/Conv_output_0_1" -> "310 DequantizeLinear_/features/features.11/block/block.3/block.3.0/Conv_output_0_1" [label="[1, 96, 7, 7]", style=dashed]; -"310 DequantizeLinear_/features/features.11/block/block.3/block.3.0/Conv_output_0_1" -> "311 /features/features.11/Add" [label="[1, 96, 7, 7]", style=solid]; -"311 /features/features.11/Add" -> "312 QuantizeLinear_/features/features.11/Add_output_0_1" [label="[1, 96, 7, 7]", style=solid]; -"312 QuantizeLinear_/features/features.11/Add_output_0_1" -> "313 DequantizeLinear_/features/features.11/Add_output_0_1" [label="[1, 96, 7, 7]", style=dashed]; -"313 DequantizeLinear_/features/features.11/Add_output_0_1" -> "316 /features/features.12/features.12.0/Conv" [label="[1, 96, 7, 7]", style=solid]; -"314 QuantizeLinear_onnx^^Conv_520_1" -> "315 DequantizeLinear_onnx^^Conv_520_1" [label="[576, 96, 1, 1]", style=dashed]; -"315 DequantizeLinear_onnx^^Conv_520_1" -> "316 /features/features.12/features.12.0/Conv" [label="[576, 96, 1, 1]", style=solid]; -"316 /features/features.12/features.12.0/Conv" -> "317 /features/features.12/features.12.2/HardSigmoid" [label="[1, 576, 7, 7]", style=solid]; -"316 /features/features.12/features.12.0/Conv" -> "318 /features/features.12/features.12.2/Mul" [label="[1, 576, 7, 7]", style=solid]; -"317 /features/features.12/features.12.2/HardSigmoid" -> "318 /features/features.12/features.12.2/Mul" [label="[1, 576, 7, 7]", style=solid]; -"318 /features/features.12/features.12.2/Mul" -> "319 QuantizeLinear_/features/features.12/features.12.2/Mul_output_0_1" [label="[1, 576, 7, 7]", style=solid]; -"319 QuantizeLinear_/features/features.12/features.12.2/Mul_output_0_1" -> "320 DequantizeLinear_/features/features.12/features.12.2/Mul_output_0_1" [label="[1, 576, 7, 7]", style=dashed]; -"320 DequantizeLinear_/features/features.12/features.12.2/Mul_output_0_1" -> "321 /avgpool/GlobalAveragePool" [label="[1, 576, 7, 7]", style=solid]; -"321 /avgpool/GlobalAveragePool" -> "322 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [label="[1, 576, 1, 1]", style=solid]; -"322 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" -> "323 DequantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [label="[1, 576, 1, 1]", style=dashed]; -"323 DequantizeLinear_/avgpool/GlobalAveragePool_output_0_1" -> "324 /Flatten" [label="[1, 576, 1, 1]", style=solid]; -"324 /Flatten" -> "327 /classifier/classifier.0/Gemm" [label="[1, 576]", style=solid]; -"325 QuantizeLinear_classifier.0.weight_1" -> "326 DequantizeLinear_classifier.0.weight_1" [label="[1024, 576]", style=dashed]; -"326 DequantizeLinear_classifier.0.weight_1" -> "327 /classifier/classifier.0/Gemm" [label="[1024, 576]", style=solid]; -"327 /classifier/classifier.0/Gemm" -> "328 /classifier/classifier.1/HardSigmoid" [label="[1, 1024]", style=solid]; -"327 /classifier/classifier.0/Gemm" -> "329 /classifier/classifier.1/Mul" [label="[1, 1024]", style=solid]; -"328 /classifier/classifier.1/HardSigmoid" -> "329 /classifier/classifier.1/Mul" [label="[1, 1024]", style=solid]; -"329 /classifier/classifier.1/Mul" -> "330 QuantizeLinear_/classifier/classifier.1/Mul_output_0_1" [label="[1, 1024]", style=solid]; -"330 QuantizeLinear_/classifier/classifier.1/Mul_output_0_1" -> "331 DequantizeLinear_/classifier/classifier.1/Mul_output_0_1" [label="[1, 1024]", style=dashed]; -"331 DequantizeLinear_/classifier/classifier.1/Mul_output_0_1" -> "334 /classifier/classifier.3/Gemm" [label="[1, 1024]", style=solid]; -"332 QuantizeLinear_classifier.3.weight_1" -> "333 DequantizeLinear_classifier.3.weight_1" [label="[1000, 1024]", style=dashed]; -"333 DequantizeLinear_classifier.3.weight_1" -> "334 /classifier/classifier.3/Gemm" [label="[1000, 1024]", style=solid]; -"334 /classifier/classifier.3/Gemm" -> "336 nncf_model_output_0" [label="[1, 1000]", style=solid]; -"335 nncf_model_input_0" -> "0 QuantizeLinear_input.1_1" [label="[1, 3, 224, 224]", style=solid]; +strict digraph { +"0 QuantizeLinear_x_1" [id=0, type=QuantizeLinear]; +"1 DequantizeLinear_x_1" [id=1, type=DequantizeLinear]; +"2 QuantizeLinear_features.0.0.weight_1" [id=2, type=QuantizeLinear]; +"3 DequantizeLinear_features.0.0.weight_1" [id=3, type=DequantizeLinear]; +"4 node_Conv_437" [id=4, type=Conv]; +"5 n0" [id=5, type=HardSwish]; +"6 QuantizeLinear_hardswish_1" [id=6, type=QuantizeLinear]; +"7 DequantizeLinear_hardswish_1" [id=7, type=DequantizeLinear]; +"8 QuantizeLinear_features.1.block.0.0.weight_1" [id=8, type=QuantizeLinear]; +"9 DequantizeLinear_features.1.block.0.0.weight_1" [id=9, type=DequantizeLinear]; +"10 node_Conv_439" [id=10, type=Conv]; +"11 node_relu" [id=11, type=Relu]; +"12 QuantizeLinear_relu_1" [id=12, type=QuantizeLinear]; +"13 DequantizeLinear_relu_1" [id=13, type=DequantizeLinear]; +"14 node_mean" [id=14, type=ReduceMean]; +"15 node_conv2d_2" [id=15, type=Conv]; +"16 node_relu_1" [id=16, type=Relu]; +"17 node_conv2d_3" [id=17, type=Conv]; +"18 node_hardsigmoid" [id=18, type=HardSigmoid]; +"19 QuantizeLinear_hardsigmoid_1" [id=19, type=QuantizeLinear]; +"20 DequantizeLinear_hardsigmoid_1" [id=20, type=DequantizeLinear]; +"21 node_mul" [id=21, type=Mul]; +"22 QuantizeLinear_mul_1" [id=22, type=QuantizeLinear]; +"23 DequantizeLinear_mul_1" [id=23, type=DequantizeLinear]; +"24 QuantizeLinear_features.1.block.2.0.weight_1" [id=24, type=QuantizeLinear]; +"25 DequantizeLinear_features.1.block.2.0.weight_1" [id=25, type=DequantizeLinear]; +"26 node_Conv_441" [id=26, type=Conv]; +"27 QuantizeLinear_getitem_6_1" [id=27, type=QuantizeLinear]; +"28 DequantizeLinear_getitem_6_1" [id=28, type=DequantizeLinear]; +"29 QuantizeLinear_features.2.block.0.0.weight_1" [id=29, type=QuantizeLinear]; +"30 DequantizeLinear_features.2.block.0.0.weight_1" [id=30, 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QuantizeLinear_features.6.block.1.0.weight_1" [id=129, type=QuantizeLinear]; +"130 DequantizeLinear_features.6.block.1.0.weight_1" [id=130, type=DequantizeLinear]; +"131 node_Conv_469" [id=131, type=Conv]; +"132 n0_7" [id=132, type=HardSwish]; +"133 QuantizeLinear_hardswish_6_1" [id=133, type=QuantizeLinear]; +"134 DequantizeLinear_hardswish_6_1" [id=134, type=DequantizeLinear]; +"135 node_mean_3" [id=135, type=ReduceMean]; +"136 node_conv2d_23" [id=136, type=Conv]; +"137 node_relu_8" [id=137, type=Relu]; +"138 node_conv2d_24" [id=138, type=Conv]; +"139 node_hardsigmoid_3" [id=139, type=HardSigmoid]; +"140 QuantizeLinear_hardsigmoid_3_1" [id=140, type=QuantizeLinear]; +"141 DequantizeLinear_hardsigmoid_3_1" [id=141, type=DequantizeLinear]; +"142 node_mul_3" [id=142, type=Mul]; +"143 QuantizeLinear_mul_3_1" [id=143, type=QuantizeLinear]; +"144 DequantizeLinear_mul_3_1" [id=144, type=DequantizeLinear]; +"145 QuantizeLinear_features.6.block.3.0.weight_1" [id=145, type=QuantizeLinear]; 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[style=solid, label="[1, 144, 1, 1]"]; +"196 node_hardsigmoid_5" -> "197 QuantizeLinear_hardsigmoid_5_1" [style=solid, label="[1, 144, 1, 1]"]; +"197 QuantizeLinear_hardsigmoid_5_1" -> "198 DequantizeLinear_hardsigmoid_5_1" [style=dashed, label="[1, 144, 1, 1]"]; +"198 DequantizeLinear_hardsigmoid_5_1" -> "199 node_mul_5" [style=solid, label="[1, 144, 1, 1]"]; +"199 node_mul_5" -> "200 QuantizeLinear_mul_5_1" [style=solid, label="[1, 144, 14, 14]"]; +"200 QuantizeLinear_mul_5_1" -> "201 DequantizeLinear_mul_5_1" [style=dashed, label="[1, 144, 14, 14]"]; +"201 DequantizeLinear_mul_5_1" -> "204 node_Conv_483" [style=solid, label="[1, 144, 14, 14]"]; +"202 QuantizeLinear_features.8.block.3.0.weight_1" -> "203 DequantizeLinear_features.8.block.3.0.weight_1" [style=dashed, label="[48, 144, 1, 1]"]; +"203 DequantizeLinear_features.8.block.3.0.weight_1" -> "204 node_Conv_483" [style=solid, label="[48, 144, 1, 1]"]; +"204 node_Conv_483" -> "205 QuantizeLinear_getitem_69_1" [style=solid, label="[1, 48, 14, 14]"]; +"205 QuantizeLinear_getitem_69_1" -> "206 DequantizeLinear_getitem_69_1" [style=dashed, label="[1, 48, 14, 14]"]; +"206 DequantizeLinear_getitem_69_1" -> "207 node_add_3" [style=solid, label="[1, 48, 14, 14]"]; +"207 node_add_3" -> "208 QuantizeLinear_add_3_1" [style=solid, label="[1, 48, 14, 14]"]; +"208 QuantizeLinear_add_3_1" -> "209 DequantizeLinear_add_3_1" [style=dashed, label="[1, 48, 14, 14]"]; +"209 DequantizeLinear_add_3_1" -> "212 node_Conv_485" [style=solid, label="[1, 48, 14, 14]"]; +"210 QuantizeLinear_features.9.block.0.0.weight_1" -> "211 DequantizeLinear_features.9.block.0.0.weight_1" [style=dashed, label="[288, 48, 1, 1]"]; +"211 DequantizeLinear_features.9.block.0.0.weight_1" -> "212 node_Conv_485" [style=solid, label="[288, 48, 1, 1]"]; +"212 node_Conv_485" -> "213 n0_12" [style=solid, label="[1, 288, 14, 14]"]; +"213 n0_12" -> "214 QuantizeLinear_hardswish_11_1" [style=solid, label="[1, 288, 14, 14]"]; +"214 QuantizeLinear_hardswish_11_1" -> "215 DequantizeLinear_hardswish_11_1" [style=dashed, label="[1, 288, 14, 14]"]; +"215 DequantizeLinear_hardswish_11_1" -> "218 node_Conv_487" [style=solid, label="[1, 288, 14, 14]"]; +"216 QuantizeLinear_features.9.block.1.0.weight_1" -> "217 DequantizeLinear_features.9.block.1.0.weight_1" [style=dashed, label="[288, 1, 5, 5]"]; +"217 DequantizeLinear_features.9.block.1.0.weight_1" -> "218 node_Conv_487" [style=solid, label="[288, 1, 5, 5]"]; +"218 node_Conv_487" -> "219 n0_13" [style=solid, label="[1, 288, 7, 7]"]; +"219 n0_13" -> "220 QuantizeLinear_hardswish_12_1" [style=solid, label="[1, 288, 7, 7]"]; +"220 QuantizeLinear_hardswish_12_1" -> "221 DequantizeLinear_hardswish_12_1" [style=dashed, label="[1, 288, 7, 7]"]; +"221 DequantizeLinear_hardswish_12_1" -> "222 node_mean_6" [style=solid, label="[1, 288, 7, 7]"]; +"221 DequantizeLinear_hardswish_12_1" -> "229 node_mul_6" [style=solid, label="[1, 288, 7, 7]"]; +"222 node_mean_6" -> "223 node_conv2d_38" [style=solid, label="[1, 288, 1, 1]"]; +"223 node_conv2d_38" -> "224 node_relu_11" [style=solid, label="[1, 72, 1, 1]"]; +"224 node_relu_11" -> "225 node_conv2d_39" [style=solid, label="[1, 72, 1, 1]"]; +"225 node_conv2d_39" -> "226 node_hardsigmoid_6" [style=solid, label="[1, 288, 1, 1]"]; +"226 node_hardsigmoid_6" -> "227 QuantizeLinear_hardsigmoid_6_1" [style=solid, label="[1, 288, 1, 1]"]; +"227 QuantizeLinear_hardsigmoid_6_1" -> "228 DequantizeLinear_hardsigmoid_6_1" [style=dashed, label="[1, 288, 1, 1]"]; +"228 DequantizeLinear_hardsigmoid_6_1" -> "229 node_mul_6" [style=solid, label="[1, 288, 1, 1]"]; +"229 node_mul_6" -> "230 QuantizeLinear_mul_6_1" [style=solid, label="[1, 288, 7, 7]"]; +"230 QuantizeLinear_mul_6_1" -> "231 DequantizeLinear_mul_6_1" [style=dashed, label="[1, 288, 7, 7]"]; +"231 DequantizeLinear_mul_6_1" -> "234 node_Conv_489" [style=solid, label="[1, 288, 7, 7]"]; +"232 QuantizeLinear_features.9.block.3.0.weight_1" -> "233 DequantizeLinear_features.9.block.3.0.weight_1" [style=dashed, label="[96, 288, 1, 1]"]; +"233 DequantizeLinear_features.9.block.3.0.weight_1" -> "234 node_Conv_489" [style=solid, label="[96, 288, 1, 1]"]; +"234 node_Conv_489" -> "235 QuantizeLinear_getitem_78_1" [style=solid, label="[1, 96, 7, 7]"]; +"235 QuantizeLinear_getitem_78_1" -> "236 DequantizeLinear_getitem_78_1" [style=dashed, label="[1, 96, 7, 7]"]; +"236 DequantizeLinear_getitem_78_1" -> "239 node_Conv_491" [style=solid, label="[1, 96, 7, 7]"]; +"236 DequantizeLinear_getitem_78_1" -> "264 node_add_4" [style=solid, label="[1, 96, 7, 7]"]; +"237 QuantizeLinear_features.10.block.0.0.weight_1" -> "238 DequantizeLinear_features.10.block.0.0.weight_1" [style=dashed, label="[576, 96, 1, 1]"]; +"238 DequantizeLinear_features.10.block.0.0.weight_1" -> "239 node_Conv_491" [style=solid, label="[576, 96, 1, 1]"]; +"239 node_Conv_491" -> "240 n0_14" [style=solid, label="[1, 576, 7, 7]"]; +"240 n0_14" -> "241 QuantizeLinear_hardswish_13_1" [style=solid, label="[1, 576, 7, 7]"]; +"241 QuantizeLinear_hardswish_13_1" -> "242 DequantizeLinear_hardswish_13_1" [style=dashed, label="[1, 576, 7, 7]"]; +"242 DequantizeLinear_hardswish_13_1" -> "245 node_Conv_493" [style=solid, label="[1, 576, 7, 7]"]; +"243 QuantizeLinear_features.10.block.1.0.weight_1" -> "244 DequantizeLinear_features.10.block.1.0.weight_1" [style=dashed, label="[576, 1, 5, 5]"]; +"244 DequantizeLinear_features.10.block.1.0.weight_1" -> "245 node_Conv_493" [style=solid, label="[576, 1, 5, 5]"]; +"245 node_Conv_493" -> "246 n0_15" [style=solid, label="[1, 576, 7, 7]"]; +"246 n0_15" -> "247 QuantizeLinear_hardswish_14_1" [style=solid, label="[1, 576, 7, 7]"]; +"247 QuantizeLinear_hardswish_14_1" -> "248 DequantizeLinear_hardswish_14_1" [style=dashed, label="[1, 576, 7, 7]"]; +"248 DequantizeLinear_hardswish_14_1" -> "249 node_mean_7" [style=solid, label="[1, 576, 7, 7]"]; +"248 DequantizeLinear_hardswish_14_1" -> "256 node_mul_7" [style=solid, label="[1, 576, 7, 7]"]; +"249 node_mean_7" -> "250 node_conv2d_43" [style=solid, label="[1, 576, 1, 1]"]; +"250 node_conv2d_43" -> "251 node_relu_12" [style=solid, label="[1, 144, 1, 1]"]; +"251 node_relu_12" -> "252 node_conv2d_44" [style=solid, label="[1, 144, 1, 1]"]; +"252 node_conv2d_44" -> "253 node_hardsigmoid_7" [style=solid, label="[1, 576, 1, 1]"]; +"253 node_hardsigmoid_7" -> "254 QuantizeLinear_hardsigmoid_7_1" [style=solid, label="[1, 576, 1, 1]"]; +"254 QuantizeLinear_hardsigmoid_7_1" -> "255 DequantizeLinear_hardsigmoid_7_1" [style=dashed, label="[1, 576, 1, 1]"]; +"255 DequantizeLinear_hardsigmoid_7_1" -> "256 node_mul_7" [style=solid, label="[1, 576, 1, 1]"]; +"256 node_mul_7" -> "257 QuantizeLinear_mul_7_1" [style=solid, label="[1, 576, 7, 7]"]; +"257 QuantizeLinear_mul_7_1" -> "258 DequantizeLinear_mul_7_1" [style=dashed, label="[1, 576, 7, 7]"]; +"258 DequantizeLinear_mul_7_1" -> "261 node_Conv_495" [style=solid, label="[1, 576, 7, 7]"]; +"259 QuantizeLinear_features.10.block.3.0.weight_1" -> "260 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[style=dashed, label="[576, 96, 1, 1]"]; +"268 DequantizeLinear_features.11.block.0.0.weight_1" -> "269 node_Conv_497" [style=solid, label="[576, 96, 1, 1]"]; +"269 node_Conv_497" -> "270 n0_16" [style=solid, label="[1, 576, 7, 7]"]; +"270 n0_16" -> "271 QuantizeLinear_hardswish_15_1" [style=solid, label="[1, 576, 7, 7]"]; +"271 QuantizeLinear_hardswish_15_1" -> "272 DequantizeLinear_hardswish_15_1" [style=dashed, label="[1, 576, 7, 7]"]; +"272 DequantizeLinear_hardswish_15_1" -> "275 node_Conv_499" [style=solid, label="[1, 576, 7, 7]"]; +"273 QuantizeLinear_features.11.block.1.0.weight_1" -> "274 DequantizeLinear_features.11.block.1.0.weight_1" [style=dashed, label="[576, 1, 5, 5]"]; +"274 DequantizeLinear_features.11.block.1.0.weight_1" -> "275 node_Conv_499" [style=solid, label="[576, 1, 5, 5]"]; +"275 node_Conv_499" -> "276 n0_17" [style=solid, label="[1, 576, 7, 7]"]; +"276 n0_17" -> "277 QuantizeLinear_hardswish_16_1" [style=solid, label="[1, 576, 7, 7]"]; +"277 QuantizeLinear_hardswish_16_1" -> "278 DequantizeLinear_hardswish_16_1" [style=dashed, label="[1, 576, 7, 7]"]; +"278 DequantizeLinear_hardswish_16_1" -> "279 node_mean_8" [style=solid, label="[1, 576, 7, 7]"]; +"278 DequantizeLinear_hardswish_16_1" -> "286 node_mul_8" [style=solid, label="[1, 576, 7, 7]"]; +"279 node_mean_8" -> "280 node_conv2d_48" [style=solid, label="[1, 576, 1, 1]"]; +"280 node_conv2d_48" -> "281 node_relu_13" [style=solid, label="[1, 144, 1, 1]"]; +"281 node_relu_13" -> "282 node_conv2d_49" [style=solid, label="[1, 144, 1, 1]"]; +"282 node_conv2d_49" -> "283 node_hardsigmoid_8" [style=solid, label="[1, 576, 1, 1]"]; +"283 node_hardsigmoid_8" -> "284 QuantizeLinear_hardsigmoid_8_1" [style=solid, label="[1, 576, 1, 1]"]; +"284 QuantizeLinear_hardsigmoid_8_1" -> "285 DequantizeLinear_hardsigmoid_8_1" [style=dashed, label="[1, 576, 1, 1]"]; +"285 DequantizeLinear_hardsigmoid_8_1" -> "286 node_mul_8" [style=solid, label="[1, 576, 1, 1]"]; +"286 node_mul_8" -> "287 QuantizeLinear_mul_8_1" [style=solid, label="[1, 576, 7, 7]"]; +"287 QuantizeLinear_mul_8_1" -> "288 DequantizeLinear_mul_8_1" [style=dashed, label="[1, 576, 7, 7]"]; +"288 DequantizeLinear_mul_8_1" -> "291 node_Conv_501" [style=solid, label="[1, 576, 7, 7]"]; +"289 QuantizeLinear_features.11.block.3.0.weight_1" -> "290 DequantizeLinear_features.11.block.3.0.weight_1" [style=dashed, label="[96, 576, 1, 1]"]; +"290 DequantizeLinear_features.11.block.3.0.weight_1" -> "291 node_Conv_501" [style=solid, label="[96, 576, 1, 1]"]; +"291 node_Conv_501" -> "292 QuantizeLinear_getitem_96_1" [style=solid, label="[1, 96, 7, 7]"]; +"292 QuantizeLinear_getitem_96_1" -> "293 DequantizeLinear_getitem_96_1" [style=dashed, label="[1, 96, 7, 7]"]; +"293 DequantizeLinear_getitem_96_1" -> "294 node_add_5" [style=solid, label="[1, 96, 7, 7]"]; +"294 node_add_5" -> "295 QuantizeLinear_add_5_1" [style=solid, label="[1, 96, 7, 7]"]; +"295 QuantizeLinear_add_5_1" -> "296 DequantizeLinear_add_5_1" [style=dashed, label="[1, 96, 7, 7]"]; +"296 DequantizeLinear_add_5_1" -> "299 node_Conv_503" [style=solid, label="[1, 96, 7, 7]"]; +"297 QuantizeLinear_features.12.0.weight_1" -> "298 DequantizeLinear_features.12.0.weight_1" [style=dashed, label="[576, 96, 1, 1]"]; +"298 DequantizeLinear_features.12.0.weight_1" -> "299 node_Conv_503" [style=solid, label="[576, 96, 1, 1]"]; +"299 node_Conv_503" -> "300 n0_18" [style=solid, label="[1, 576, 7, 7]"]; +"300 n0_18" -> "301 QuantizeLinear_hardswish_17_1" [style=solid, label="[1, 576, 7, 7]"]; +"301 QuantizeLinear_hardswish_17_1" -> "302 DequantizeLinear_hardswish_17_1" [style=dashed, label="[1, 576, 7, 7]"]; +"302 DequantizeLinear_hardswish_17_1" -> "303 node_mean_9" [style=solid, label="[1, 576, 7, 7]"]; +"303 node_mean_9" -> "304 QuantizeLinear_mean_9_1" [style=solid, label="[1, 576, 1, 1]"]; +"304 QuantizeLinear_mean_9_1" -> "305 DequantizeLinear_mean_9_1" [style=dashed, label="[1, 576, 1, 1]"]; +"305 DequantizeLinear_mean_9_1" -> "306 node_view" [style=solid, label="[1, 576, 1, 1]"]; +"306 node_view" -> "309 node_linear" [style=solid, label="[1, 576]"]; +"307 QuantizeLinear_classifier.0.weight_1" -> "308 DequantizeLinear_classifier.0.weight_1" [style=dashed, label="[1024, 576]"]; +"308 DequantizeLinear_classifier.0.weight_1" -> "309 node_linear" [style=solid, label="[1024, 576]"]; +"309 node_linear" -> "310 n0_19" [style=solid, label="[1, 1024]"]; +"310 n0_19" -> "311 QuantizeLinear_hardswish_18_1" [style=solid, label="[1, 1024]"]; +"311 QuantizeLinear_hardswish_18_1" -> "312 DequantizeLinear_hardswish_18_1" [style=dashed, label="[1, 1024]"]; +"312 DequantizeLinear_hardswish_18_1" -> "315 node_linear_1" [style=solid, label="[1, 1024]"]; +"313 QuantizeLinear_classifier.3.weight_1" -> "314 DequantizeLinear_classifier.3.weight_1" [style=dashed, label="[1000, 1024]"]; +"314 DequantizeLinear_classifier.3.weight_1" -> "315 node_linear_1" [style=solid, label="[1000, 1024]"]; +"315 node_linear_1" -> "317 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"316 nncf_model_input_0" -> "0 QuantizeLinear_x_1" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/quantization/resnet18.dot b/tests/onnx/data/reference_graphs/quantization/resnet18.dot index 638d5efb1f6..37b147f88be 100644 --- a/tests/onnx/data/reference_graphs/quantization/resnet18.dot +++ b/tests/onnx/data/reference_graphs/quantization/resnet18.dot @@ -1,315 +1,315 @@ -strict digraph { -"0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; -"1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_193_1" [id=2, label="2 QuantizeLinear_onnx::Conv_193_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_193_1" [id=3, label="3 DequantizeLinear_onnx::Conv_193_1", type=DequantizeLinear]; -"4 /conv1/Conv" [id=4, type=Conv]; -"5 /relu/Relu" [id=5, type=Relu]; -"6 QuantizeLinear_/relu/Relu_output_0_1" [id=6, type=QuantizeLinear]; -"7 DequantizeLinear_/relu/Relu_output_0_1" [id=7, type=DequantizeLinear]; -"8 /maxpool/MaxPool" [id=8, type=MaxPool]; -"9 QuantizeLinear_onnx^^Conv_196_1" [id=9, label="9 QuantizeLinear_onnx::Conv_196_1", type=QuantizeLinear]; -"10 DequantizeLinear_onnx^^Conv_196_1" [id=10, label="10 DequantizeLinear_onnx::Conv_196_1", type=DequantizeLinear]; -"11 /layer1/layer1.0/conv1/Conv" [id=11, type=Conv]; -"12 /layer1/layer1.0/relu/Relu" [id=12, type=Relu]; -"13 QuantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [id=13, type=QuantizeLinear]; -"14 DequantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [id=14, type=DequantizeLinear]; -"15 QuantizeLinear_onnx^^Conv_199_1" [id=15, label="15 QuantizeLinear_onnx::Conv_199_1", type=QuantizeLinear]; -"16 DequantizeLinear_onnx^^Conv_199_1" [id=16, label="16 DequantizeLinear_onnx::Conv_199_1", type=DequantizeLinear]; -"17 /layer1/layer1.0/conv2/Conv" [id=17, type=Conv]; -"18 QuantizeLinear_/layer1/layer1.0/conv2/Conv_output_0_1" [id=18, type=QuantizeLinear]; -"19 DequantizeLinear_/layer1/layer1.0/conv2/Conv_output_0_1" [id=19, type=DequantizeLinear]; -"20 /layer1/layer1.0/Add" [id=20, type=Add]; -"21 /layer1/layer1.0/relu_1/Relu" [id=21, type=Relu]; -"22 QuantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [id=22, type=QuantizeLinear]; -"23 DequantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [id=23, type=DequantizeLinear]; -"24 QuantizeLinear_onnx^^Conv_202_1" [id=24, label="24 QuantizeLinear_onnx::Conv_202_1", type=QuantizeLinear]; -"25 DequantizeLinear_onnx^^Conv_202_1" [id=25, label="25 DequantizeLinear_onnx::Conv_202_1", type=DequantizeLinear]; -"26 /layer1/layer1.1/conv1/Conv" [id=26, type=Conv]; -"27 /layer1/layer1.1/relu/Relu" [id=27, type=Relu]; -"28 QuantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [id=28, type=QuantizeLinear]; -"29 DequantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [id=29, type=DequantizeLinear]; -"30 QuantizeLinear_onnx^^Conv_205_1" [id=30, label="30 QuantizeLinear_onnx::Conv_205_1", type=QuantizeLinear]; -"31 DequantizeLinear_onnx^^Conv_205_1" [id=31, label="31 DequantizeLinear_onnx::Conv_205_1", type=DequantizeLinear]; -"32 /layer1/layer1.1/conv2/Conv" [id=32, type=Conv]; -"33 QuantizeLinear_/layer1/layer1.1/conv2/Conv_output_0_1" [id=33, type=QuantizeLinear]; -"34 DequantizeLinear_/layer1/layer1.1/conv2/Conv_output_0_1" [id=34, type=DequantizeLinear]; -"35 /layer1/layer1.1/Add" [id=35, type=Add]; -"36 /layer1/layer1.1/relu_1/Relu" [id=36, type=Relu]; -"37 QuantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [id=37, type=QuantizeLinear]; -"38 DequantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [id=38, type=DequantizeLinear]; -"39 QuantizeLinear_onnx^^Conv_208_1" [id=39, label="39 QuantizeLinear_onnx::Conv_208_1", type=QuantizeLinear]; -"40 DequantizeLinear_onnx^^Conv_208_1" [id=40, label="40 DequantizeLinear_onnx::Conv_208_1", type=DequantizeLinear]; -"41 /layer2/layer2.0/conv1/Conv" [id=41, type=Conv]; -"42 /layer2/layer2.0/relu/Relu" [id=42, type=Relu]; -"43 QuantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [id=43, type=QuantizeLinear]; -"44 DequantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [id=44, type=DequantizeLinear]; -"45 QuantizeLinear_onnx^^Conv_211_1" [id=45, label="45 QuantizeLinear_onnx::Conv_211_1", type=QuantizeLinear]; -"46 DequantizeLinear_onnx^^Conv_211_1" [id=46, label="46 DequantizeLinear_onnx::Conv_211_1", type=DequantizeLinear]; -"47 /layer2/layer2.0/conv2/Conv" [id=47, type=Conv]; -"48 QuantizeLinear_onnx^^Conv_214_1" [id=48, label="48 QuantizeLinear_onnx::Conv_214_1", type=QuantizeLinear]; -"49 DequantizeLinear_onnx^^Conv_214_1" [id=49, label="49 DequantizeLinear_onnx::Conv_214_1", type=DequantizeLinear]; -"50 /layer2/layer2.0/downsample/downsample.0/Conv" [id=50, type=Conv]; -"51 QuantizeLinear_/layer2/layer2.0/conv2/Conv_output_0_1" [id=51, type=QuantizeLinear]; -"52 DequantizeLinear_/layer2/layer2.0/conv2/Conv_output_0_1" [id=52, type=DequantizeLinear]; -"53 QuantizeLinear_/layer2/layer2.0/downsample/downsample.0/Conv_output_0_1" [id=53, type=QuantizeLinear]; -"54 DequantizeLinear_/layer2/layer2.0/downsample/downsample.0/Conv_output_0_1" [id=54, type=DequantizeLinear]; -"55 /layer2/layer2.0/Add" [id=55, type=Add]; -"56 /layer2/layer2.0/relu_1/Relu" [id=56, type=Relu]; -"57 QuantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [id=57, type=QuantizeLinear]; -"58 DequantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [id=58, type=DequantizeLinear]; -"59 QuantizeLinear_onnx^^Conv_217_1" [id=59, label="59 QuantizeLinear_onnx::Conv_217_1", type=QuantizeLinear]; -"60 DequantizeLinear_onnx^^Conv_217_1" [id=60, label="60 DequantizeLinear_onnx::Conv_217_1", type=DequantizeLinear]; -"61 /layer2/layer2.1/conv1/Conv" [id=61, type=Conv]; -"62 /layer2/layer2.1/relu/Relu" [id=62, type=Relu]; -"63 QuantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [id=63, type=QuantizeLinear]; -"64 DequantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [id=64, type=DequantizeLinear]; -"65 QuantizeLinear_onnx^^Conv_220_1" [id=65, label="65 QuantizeLinear_onnx::Conv_220_1", type=QuantizeLinear]; -"66 DequantizeLinear_onnx^^Conv_220_1" [id=66, label="66 DequantizeLinear_onnx::Conv_220_1", type=DequantizeLinear]; -"67 /layer2/layer2.1/conv2/Conv" [id=67, type=Conv]; -"68 QuantizeLinear_/layer2/layer2.1/conv2/Conv_output_0_1" [id=68, type=QuantizeLinear]; -"69 DequantizeLinear_/layer2/layer2.1/conv2/Conv_output_0_1" [id=69, type=DequantizeLinear]; -"70 /layer2/layer2.1/Add" [id=70, type=Add]; -"71 /layer2/layer2.1/relu_1/Relu" [id=71, type=Relu]; -"72 QuantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [id=72, type=QuantizeLinear]; -"73 DequantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [id=73, type=DequantizeLinear]; -"74 QuantizeLinear_onnx^^Conv_223_1" [id=74, label="74 QuantizeLinear_onnx::Conv_223_1", type=QuantizeLinear]; -"75 DequantizeLinear_onnx^^Conv_223_1" [id=75, label="75 DequantizeLinear_onnx::Conv_223_1", type=DequantizeLinear]; -"76 /layer3/layer3.0/conv1/Conv" [id=76, type=Conv]; -"77 /layer3/layer3.0/relu/Relu" [id=77, type=Relu]; -"78 QuantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [id=78, type=QuantizeLinear]; -"79 DequantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [id=79, type=DequantizeLinear]; -"80 QuantizeLinear_onnx^^Conv_226_1" [id=80, label="80 QuantizeLinear_onnx::Conv_226_1", type=QuantizeLinear]; -"81 DequantizeLinear_onnx^^Conv_226_1" [id=81, label="81 DequantizeLinear_onnx::Conv_226_1", type=DequantizeLinear]; -"82 /layer3/layer3.0/conv2/Conv" [id=82, type=Conv]; -"83 QuantizeLinear_onnx^^Conv_229_1" [id=83, label="83 QuantizeLinear_onnx::Conv_229_1", type=QuantizeLinear]; -"84 DequantizeLinear_onnx^^Conv_229_1" [id=84, label="84 DequantizeLinear_onnx::Conv_229_1", type=DequantizeLinear]; -"85 /layer3/layer3.0/downsample/downsample.0/Conv" [id=85, type=Conv]; -"86 QuantizeLinear_/layer3/layer3.0/conv2/Conv_output_0_1" [id=86, type=QuantizeLinear]; -"87 DequantizeLinear_/layer3/layer3.0/conv2/Conv_output_0_1" [id=87, type=DequantizeLinear]; -"88 QuantizeLinear_/layer3/layer3.0/downsample/downsample.0/Conv_output_0_1" [id=88, type=QuantizeLinear]; -"89 DequantizeLinear_/layer3/layer3.0/downsample/downsample.0/Conv_output_0_1" [id=89, type=DequantizeLinear]; -"90 /layer3/layer3.0/Add" [id=90, type=Add]; -"91 /layer3/layer3.0/relu_1/Relu" [id=91, type=Relu]; -"92 QuantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [id=92, type=QuantizeLinear]; -"93 DequantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [id=93, type=DequantizeLinear]; -"94 QuantizeLinear_onnx^^Conv_232_1" [id=94, label="94 QuantizeLinear_onnx::Conv_232_1", type=QuantizeLinear]; -"95 DequantizeLinear_onnx^^Conv_232_1" [id=95, label="95 DequantizeLinear_onnx::Conv_232_1", type=DequantizeLinear]; -"96 /layer3/layer3.1/conv1/Conv" [id=96, type=Conv]; -"97 /layer3/layer3.1/relu/Relu" [id=97, type=Relu]; -"98 QuantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [id=98, type=QuantizeLinear]; -"99 DequantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [id=99, type=DequantizeLinear]; -"100 QuantizeLinear_onnx^^Conv_235_1" [id=100, label="100 QuantizeLinear_onnx::Conv_235_1", type=QuantizeLinear]; -"101 DequantizeLinear_onnx^^Conv_235_1" [id=101, label="101 DequantizeLinear_onnx::Conv_235_1", type=DequantizeLinear]; -"102 /layer3/layer3.1/conv2/Conv" [id=102, type=Conv]; -"103 QuantizeLinear_/layer3/layer3.1/conv2/Conv_output_0_1" [id=103, type=QuantizeLinear]; -"104 DequantizeLinear_/layer3/layer3.1/conv2/Conv_output_0_1" [id=104, type=DequantizeLinear]; -"105 /layer3/layer3.1/Add" [id=105, type=Add]; -"106 /layer3/layer3.1/relu_1/Relu" [id=106, type=Relu]; -"107 QuantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" [id=107, type=QuantizeLinear]; -"108 DequantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" [id=108, type=DequantizeLinear]; -"109 QuantizeLinear_onnx^^Conv_238_1" [id=109, label="109 QuantizeLinear_onnx::Conv_238_1", type=QuantizeLinear]; -"110 DequantizeLinear_onnx^^Conv_238_1" [id=110, label="110 DequantizeLinear_onnx::Conv_238_1", type=DequantizeLinear]; -"111 /layer4/layer4.0/conv1/Conv" [id=111, type=Conv]; -"112 /layer4/layer4.0/relu/Relu" [id=112, type=Relu]; -"113 QuantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [id=113, type=QuantizeLinear]; -"114 DequantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [id=114, type=DequantizeLinear]; -"115 QuantizeLinear_onnx^^Conv_241_1" [id=115, label="115 QuantizeLinear_onnx::Conv_241_1", type=QuantizeLinear]; -"116 DequantizeLinear_onnx^^Conv_241_1" [id=116, label="116 DequantizeLinear_onnx::Conv_241_1", type=DequantizeLinear]; -"117 /layer4/layer4.0/conv2/Conv" [id=117, type=Conv]; -"118 QuantizeLinear_onnx^^Conv_244_1" [id=118, label="118 QuantizeLinear_onnx::Conv_244_1", type=QuantizeLinear]; -"119 DequantizeLinear_onnx^^Conv_244_1" [id=119, label="119 DequantizeLinear_onnx::Conv_244_1", type=DequantizeLinear]; -"120 /layer4/layer4.0/downsample/downsample.0/Conv" [id=120, type=Conv]; -"121 QuantizeLinear_/layer4/layer4.0/conv2/Conv_output_0_1" [id=121, type=QuantizeLinear]; -"122 DequantizeLinear_/layer4/layer4.0/conv2/Conv_output_0_1" [id=122, type=DequantizeLinear]; -"123 QuantizeLinear_/layer4/layer4.0/downsample/downsample.0/Conv_output_0_1" [id=123, type=QuantizeLinear]; -"124 DequantizeLinear_/layer4/layer4.0/downsample/downsample.0/Conv_output_0_1" [id=124, type=DequantizeLinear]; -"125 /layer4/layer4.0/Add" [id=125, type=Add]; -"126 /layer4/layer4.0/relu_1/Relu" [id=126, type=Relu]; -"127 QuantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [id=127, type=QuantizeLinear]; -"128 DequantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [id=128, type=DequantizeLinear]; -"129 QuantizeLinear_onnx^^Conv_247_1" [id=129, label="129 QuantizeLinear_onnx::Conv_247_1", type=QuantizeLinear]; -"130 DequantizeLinear_onnx^^Conv_247_1" [id=130, label="130 DequantizeLinear_onnx::Conv_247_1", type=DequantizeLinear]; -"131 /layer4/layer4.1/conv1/Conv" [id=131, type=Conv]; -"132 /layer4/layer4.1/relu/Relu" [id=132, type=Relu]; -"133 QuantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [id=133, type=QuantizeLinear]; -"134 DequantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [id=134, type=DequantizeLinear]; -"135 QuantizeLinear_onnx^^Conv_250_1" [id=135, label="135 QuantizeLinear_onnx::Conv_250_1", type=QuantizeLinear]; -"136 DequantizeLinear_onnx^^Conv_250_1" [id=136, label="136 DequantizeLinear_onnx::Conv_250_1", type=DequantizeLinear]; -"137 /layer4/layer4.1/conv2/Conv" [id=137, type=Conv]; -"138 QuantizeLinear_/layer4/layer4.1/conv2/Conv_output_0_1" [id=138, type=QuantizeLinear]; -"139 DequantizeLinear_/layer4/layer4.1/conv2/Conv_output_0_1" [id=139, type=DequantizeLinear]; -"140 /layer4/layer4.1/Add" [id=140, type=Add]; -"141 /layer4/layer4.1/relu_1/Relu" [id=141, type=Relu]; -"142 QuantizeLinear_/layer4/layer4.1/relu_1/Relu_output_0_1" [id=142, type=QuantizeLinear]; -"143 DequantizeLinear_/layer4/layer4.1/relu_1/Relu_output_0_1" [id=143, type=DequantizeLinear]; -"144 /avgpool/GlobalAveragePool" [id=144, type=GlobalAveragePool]; -"145 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [id=145, type=QuantizeLinear]; -"146 DequantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [id=146, type=DequantizeLinear]; -"147 /Flatten" [id=147, type=Flatten]; +strict digraph { +"0 QuantizeLinear_x_1" [id=0, type=QuantizeLinear]; +"1 DequantizeLinear_x_1" [id=1, type=DequantizeLinear]; +"2 QuantizeLinear_conv1.weight_1" [id=2, type=QuantizeLinear]; +"3 DequantizeLinear_conv1.weight_1" [id=3, type=DequantizeLinear]; +"4 node_Conv_251" [id=4, type=Conv]; +"5 node_relu" [id=5, type=Relu]; +"6 QuantizeLinear_relu_1" [id=6, type=QuantizeLinear]; +"7 DequantizeLinear_relu_1" [id=7, type=DequantizeLinear]; +"8 node_max_pool2d" [id=8, type=MaxPool]; +"9 QuantizeLinear_layer1.0.conv1.weight_1" [id=9, type=QuantizeLinear]; +"10 DequantizeLinear_layer1.0.conv1.weight_1" [id=10, type=DequantizeLinear]; +"11 node_Conv_253" [id=11, type=Conv]; +"12 node_relu_1" [id=12, type=Relu]; +"13 QuantizeLinear_relu_1_1" [id=13, type=QuantizeLinear]; +"14 DequantizeLinear_relu_1_1" [id=14, type=DequantizeLinear]; +"15 QuantizeLinear_layer1.0.conv2.weight_1" [id=15, type=QuantizeLinear]; +"16 DequantizeLinear_layer1.0.conv2.weight_1" [id=16, type=DequantizeLinear]; +"17 node_Conv_255" [id=17, type=Conv]; +"18 QuantizeLinear_getitem_6_1" [id=18, type=QuantizeLinear]; +"19 DequantizeLinear_getitem_6_1" [id=19, type=DequantizeLinear]; +"20 node_add" [id=20, type=Add]; +"21 node_relu_2" [id=21, type=Relu]; +"22 QuantizeLinear_relu_2_1" [id=22, type=QuantizeLinear]; +"23 DequantizeLinear_relu_2_1" [id=23, type=DequantizeLinear]; +"24 QuantizeLinear_layer1.1.conv1.weight_1" [id=24, type=QuantizeLinear]; +"25 DequantizeLinear_layer1.1.conv1.weight_1" [id=25, type=DequantizeLinear]; +"26 node_Conv_257" [id=26, type=Conv]; +"27 node_relu_3" [id=27, type=Relu]; +"28 QuantizeLinear_relu_3_1" [id=28, type=QuantizeLinear]; +"29 DequantizeLinear_relu_3_1" [id=29, type=DequantizeLinear]; +"30 QuantizeLinear_layer1.1.conv2.weight_1" [id=30, type=QuantizeLinear]; +"31 DequantizeLinear_layer1.1.conv2.weight_1" [id=31, type=DequantizeLinear]; +"32 node_Conv_259" [id=32, type=Conv]; +"33 QuantizeLinear_getitem_12_1" [id=33, type=QuantizeLinear]; +"34 DequantizeLinear_getitem_12_1" [id=34, type=DequantizeLinear]; +"35 node_add_1" [id=35, type=Add]; +"36 node_relu_4" [id=36, type=Relu]; +"37 QuantizeLinear_relu_4_1" [id=37, type=QuantizeLinear]; +"38 DequantizeLinear_relu_4_1" [id=38, type=DequantizeLinear]; +"39 QuantizeLinear_layer2.0.conv1.weight_1" [id=39, type=QuantizeLinear]; +"40 DequantizeLinear_layer2.0.conv1.weight_1" [id=40, type=DequantizeLinear]; +"41 node_Conv_261" [id=41, type=Conv]; +"42 node_relu_5" [id=42, type=Relu]; +"43 QuantizeLinear_relu_5_1" [id=43, type=QuantizeLinear]; +"44 DequantizeLinear_relu_5_1" [id=44, type=DequantizeLinear]; +"45 QuantizeLinear_layer2.0.conv2.weight_1" [id=45, type=QuantizeLinear]; +"46 DequantizeLinear_layer2.0.conv2.weight_1" [id=46, type=DequantizeLinear]; +"47 node_Conv_263" [id=47, type=Conv]; +"48 QuantizeLinear_layer2.0.downsample.0.weight_1" [id=48, type=QuantizeLinear]; +"49 DequantizeLinear_layer2.0.downsample.0.weight_1" [id=49, type=DequantizeLinear]; +"50 node_Conv_265" [id=50, type=Conv]; +"51 QuantizeLinear_getitem_18_1" [id=51, type=QuantizeLinear]; +"52 DequantizeLinear_getitem_18_1" [id=52, type=DequantizeLinear]; +"53 QuantizeLinear_getitem_21_1" [id=53, type=QuantizeLinear]; +"54 DequantizeLinear_getitem_21_1" [id=54, type=DequantizeLinear]; +"55 node_add_2" [id=55, type=Add]; +"56 node_relu_6" [id=56, type=Relu]; +"57 QuantizeLinear_relu_6_1" [id=57, type=QuantizeLinear]; +"58 DequantizeLinear_relu_6_1" [id=58, type=DequantizeLinear]; +"59 QuantizeLinear_layer2.1.conv1.weight_1" [id=59, type=QuantizeLinear]; +"60 DequantizeLinear_layer2.1.conv1.weight_1" [id=60, type=DequantizeLinear]; +"61 node_Conv_267" [id=61, type=Conv]; +"62 node_relu_7" [id=62, type=Relu]; +"63 QuantizeLinear_relu_7_1" [id=63, type=QuantizeLinear]; +"64 DequantizeLinear_relu_7_1" [id=64, type=DequantizeLinear]; +"65 QuantizeLinear_layer2.1.conv2.weight_1" [id=65, type=QuantizeLinear]; +"66 DequantizeLinear_layer2.1.conv2.weight_1" [id=66, type=DequantizeLinear]; +"67 node_Conv_269" [id=67, type=Conv]; +"68 QuantizeLinear_getitem_27_1" [id=68, type=QuantizeLinear]; +"69 DequantizeLinear_getitem_27_1" [id=69, type=DequantizeLinear]; +"70 node_add_3" [id=70, type=Add]; +"71 node_relu_8" [id=71, type=Relu]; +"72 QuantizeLinear_relu_8_1" [id=72, type=QuantizeLinear]; +"73 DequantizeLinear_relu_8_1" [id=73, type=DequantizeLinear]; +"74 QuantizeLinear_layer3.0.conv1.weight_1" [id=74, type=QuantizeLinear]; +"75 DequantizeLinear_layer3.0.conv1.weight_1" [id=75, type=DequantizeLinear]; +"76 node_Conv_271" [id=76, type=Conv]; +"77 node_relu_9" [id=77, type=Relu]; +"78 QuantizeLinear_relu_9_1" [id=78, type=QuantizeLinear]; +"79 DequantizeLinear_relu_9_1" [id=79, type=DequantizeLinear]; +"80 QuantizeLinear_layer3.0.conv2.weight_1" [id=80, type=QuantizeLinear]; +"81 DequantizeLinear_layer3.0.conv2.weight_1" [id=81, type=DequantizeLinear]; +"82 node_Conv_273" [id=82, type=Conv]; +"83 QuantizeLinear_layer3.0.downsample.0.weight_1" [id=83, type=QuantizeLinear]; +"84 DequantizeLinear_layer3.0.downsample.0.weight_1" [id=84, type=DequantizeLinear]; +"85 node_Conv_275" [id=85, type=Conv]; +"86 QuantizeLinear_getitem_33_1" [id=86, type=QuantizeLinear]; +"87 DequantizeLinear_getitem_33_1" [id=87, type=DequantizeLinear]; +"88 QuantizeLinear_getitem_36_1" [id=88, type=QuantizeLinear]; +"89 DequantizeLinear_getitem_36_1" [id=89, type=DequantizeLinear]; +"90 node_add_4" [id=90, type=Add]; +"91 node_relu_10" [id=91, type=Relu]; +"92 QuantizeLinear_relu_10_1" [id=92, type=QuantizeLinear]; +"93 DequantizeLinear_relu_10_1" [id=93, type=DequantizeLinear]; +"94 QuantizeLinear_layer3.1.conv1.weight_1" [id=94, type=QuantizeLinear]; +"95 DequantizeLinear_layer3.1.conv1.weight_1" [id=95, type=DequantizeLinear]; +"96 node_Conv_277" [id=96, type=Conv]; +"97 node_relu_11" [id=97, type=Relu]; +"98 QuantizeLinear_relu_11_1" [id=98, type=QuantizeLinear]; +"99 DequantizeLinear_relu_11_1" [id=99, type=DequantizeLinear]; +"100 QuantizeLinear_layer3.1.conv2.weight_1" [id=100, type=QuantizeLinear]; +"101 DequantizeLinear_layer3.1.conv2.weight_1" [id=101, type=DequantizeLinear]; +"102 node_Conv_279" [id=102, type=Conv]; +"103 QuantizeLinear_getitem_42_1" [id=103, type=QuantizeLinear]; +"104 DequantizeLinear_getitem_42_1" [id=104, type=DequantizeLinear]; +"105 node_add_5" [id=105, type=Add]; +"106 node_relu_12" [id=106, type=Relu]; +"107 QuantizeLinear_relu_12_1" [id=107, type=QuantizeLinear]; +"108 DequantizeLinear_relu_12_1" [id=108, type=DequantizeLinear]; +"109 QuantizeLinear_layer4.0.conv1.weight_1" [id=109, type=QuantizeLinear]; +"110 DequantizeLinear_layer4.0.conv1.weight_1" [id=110, type=DequantizeLinear]; +"111 node_Conv_281" [id=111, type=Conv]; +"112 node_relu_13" [id=112, type=Relu]; +"113 QuantizeLinear_relu_13_1" [id=113, type=QuantizeLinear]; +"114 DequantizeLinear_relu_13_1" [id=114, type=DequantizeLinear]; +"115 QuantizeLinear_layer4.0.conv2.weight_1" [id=115, type=QuantizeLinear]; +"116 DequantizeLinear_layer4.0.conv2.weight_1" [id=116, type=DequantizeLinear]; +"117 node_Conv_283" [id=117, type=Conv]; +"118 QuantizeLinear_layer4.0.downsample.0.weight_1" [id=118, type=QuantizeLinear]; +"119 DequantizeLinear_layer4.0.downsample.0.weight_1" [id=119, type=DequantizeLinear]; +"120 node_Conv_285" [id=120, type=Conv]; +"121 QuantizeLinear_getitem_48_1" [id=121, type=QuantizeLinear]; +"122 DequantizeLinear_getitem_48_1" [id=122, type=DequantizeLinear]; +"123 QuantizeLinear_getitem_51_1" [id=123, type=QuantizeLinear]; +"124 DequantizeLinear_getitem_51_1" [id=124, type=DequantizeLinear]; +"125 node_add_6" [id=125, type=Add]; +"126 node_relu_14" [id=126, type=Relu]; +"127 QuantizeLinear_relu_14_1" [id=127, type=QuantizeLinear]; +"128 DequantizeLinear_relu_14_1" [id=128, type=DequantizeLinear]; +"129 QuantizeLinear_layer4.1.conv1.weight_1" [id=129, type=QuantizeLinear]; +"130 DequantizeLinear_layer4.1.conv1.weight_1" [id=130, type=DequantizeLinear]; +"131 node_Conv_287" [id=131, type=Conv]; +"132 node_relu_15" [id=132, type=Relu]; +"133 QuantizeLinear_relu_15_1" [id=133, type=QuantizeLinear]; +"134 DequantizeLinear_relu_15_1" [id=134, type=DequantizeLinear]; +"135 QuantizeLinear_layer4.1.conv2.weight_1" [id=135, type=QuantizeLinear]; +"136 DequantizeLinear_layer4.1.conv2.weight_1" [id=136, type=DequantizeLinear]; +"137 node_Conv_289" [id=137, type=Conv]; +"138 QuantizeLinear_getitem_57_1" [id=138, type=QuantizeLinear]; +"139 DequantizeLinear_getitem_57_1" [id=139, type=DequantizeLinear]; +"140 node_add_7" [id=140, type=Add]; +"141 node_relu_16" [id=141, type=Relu]; +"142 QuantizeLinear_relu_16_1" [id=142, type=QuantizeLinear]; +"143 DequantizeLinear_relu_16_1" [id=143, type=DequantizeLinear]; +"144 node_mean" [id=144, type=ReduceMean]; +"145 QuantizeLinear_mean_1" [id=145, type=QuantizeLinear]; +"146 DequantizeLinear_mean_1" [id=146, type=DequantizeLinear]; +"147 node_view" [id=147, type=Reshape]; "148 QuantizeLinear_fc.weight_1" [id=148, type=QuantizeLinear]; "149 DequantizeLinear_fc.weight_1" [id=149, type=DequantizeLinear]; -"150 /fc/Gemm" [id=150, type=Gemm]; -"151 nncf_model_input_0" [id=151, type=nncf_model_input]; -"152 nncf_model_output_0" [id=152, type=nncf_model_output]; -"0 QuantizeLinear_input.1_1" -> "1 DequantizeLinear_input.1_1" [label="[1, 3, 224, 224]", style=dashed]; -"1 DequantizeLinear_input.1_1" -> "4 /conv1/Conv" [label="[1, 3, 224, 224]", style=solid]; -"2 QuantizeLinear_onnx^^Conv_193_1" -> "3 DequantizeLinear_onnx^^Conv_193_1" [label="[64, 3, 7, 7]", style=dashed]; -"3 DequantizeLinear_onnx^^Conv_193_1" -> "4 /conv1/Conv" [label="[64, 3, 7, 7]", style=solid]; -"4 /conv1/Conv" -> "5 /relu/Relu" [label="[1, 64, 112, 112]", style=solid]; -"5 /relu/Relu" -> "6 QuantizeLinear_/relu/Relu_output_0_1" [label="[1, 64, 112, 112]", style=solid]; -"6 QuantizeLinear_/relu/Relu_output_0_1" -> "7 DequantizeLinear_/relu/Relu_output_0_1" [label="[1, 64, 112, 112]", style=dashed]; -"7 DequantizeLinear_/relu/Relu_output_0_1" -> "8 /maxpool/MaxPool" [label="[1, 64, 112, 112]", style=solid]; -"8 /maxpool/MaxPool" -> "11 /layer1/layer1.0/conv1/Conv" [label="[1, 64, 56, 56]", style=solid]; -"8 /maxpool/MaxPool" -> "20 /layer1/layer1.0/Add" [label="[1, 64, 56, 56]", style=solid]; -"9 QuantizeLinear_onnx^^Conv_196_1" -> "10 DequantizeLinear_onnx^^Conv_196_1" [label="[64, 64, 3, 3]", style=dashed]; -"10 DequantizeLinear_onnx^^Conv_196_1" -> "11 /layer1/layer1.0/conv1/Conv" [label="[64, 64, 3, 3]", style=solid]; -"11 /layer1/layer1.0/conv1/Conv" -> "12 /layer1/layer1.0/relu/Relu" [label="[1, 64, 56, 56]", style=solid]; -"12 /layer1/layer1.0/relu/Relu" -> "13 QuantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [label="[1, 64, 56, 56]", style=solid]; -"13 QuantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" -> "14 DequantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [label="[1, 64, 56, 56]", style=dashed]; -"14 DequantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" -> "17 /layer1/layer1.0/conv2/Conv" [label="[1, 64, 56, 56]", style=solid]; -"15 QuantizeLinear_onnx^^Conv_199_1" -> "16 DequantizeLinear_onnx^^Conv_199_1" [label="[64, 64, 3, 3]", style=dashed]; -"16 DequantizeLinear_onnx^^Conv_199_1" -> "17 /layer1/layer1.0/conv2/Conv" [label="[64, 64, 3, 3]", style=solid]; -"17 /layer1/layer1.0/conv2/Conv" -> "18 QuantizeLinear_/layer1/layer1.0/conv2/Conv_output_0_1" [label="[1, 64, 56, 56]", style=solid]; -"18 QuantizeLinear_/layer1/layer1.0/conv2/Conv_output_0_1" -> "19 DequantizeLinear_/layer1/layer1.0/conv2/Conv_output_0_1" [label="[1, 64, 56, 56]", style=dashed]; -"19 DequantizeLinear_/layer1/layer1.0/conv2/Conv_output_0_1" -> "20 /layer1/layer1.0/Add" [label="[1, 64, 56, 56]", style=solid]; -"20 /layer1/layer1.0/Add" -> "21 /layer1/layer1.0/relu_1/Relu" [label="[1, 64, 56, 56]", style=solid]; -"21 /layer1/layer1.0/relu_1/Relu" -> "22 QuantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [label="[1, 64, 56, 56]", style=solid]; -"22 QuantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" -> "23 DequantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [label="[1, 64, 56, 56]", style=dashed]; -"23 DequantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" -> "26 /layer1/layer1.1/conv1/Conv" [label="[1, 64, 56, 56]", style=solid]; -"23 DequantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" -> "35 /layer1/layer1.1/Add" [label="[1, 64, 56, 56]", style=solid]; -"24 QuantizeLinear_onnx^^Conv_202_1" -> "25 DequantizeLinear_onnx^^Conv_202_1" [label="[64, 64, 3, 3]", style=dashed]; -"25 DequantizeLinear_onnx^^Conv_202_1" -> "26 /layer1/layer1.1/conv1/Conv" [label="[64, 64, 3, 3]", style=solid]; -"26 /layer1/layer1.1/conv1/Conv" -> "27 /layer1/layer1.1/relu/Relu" [label="[1, 64, 56, 56]", style=solid]; -"27 /layer1/layer1.1/relu/Relu" -> "28 QuantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [label="[1, 64, 56, 56]", style=solid]; -"28 QuantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" -> "29 DequantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [label="[1, 64, 56, 56]", style=dashed]; -"29 DequantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" -> "32 /layer1/layer1.1/conv2/Conv" [label="[1, 64, 56, 56]", style=solid]; -"30 QuantizeLinear_onnx^^Conv_205_1" -> "31 DequantizeLinear_onnx^^Conv_205_1" [label="[64, 64, 3, 3]", style=dashed]; -"31 DequantizeLinear_onnx^^Conv_205_1" -> "32 /layer1/layer1.1/conv2/Conv" [label="[64, 64, 3, 3]", style=solid]; -"32 /layer1/layer1.1/conv2/Conv" -> "33 QuantizeLinear_/layer1/layer1.1/conv2/Conv_output_0_1" [label="[1, 64, 56, 56]", style=solid]; -"33 QuantizeLinear_/layer1/layer1.1/conv2/Conv_output_0_1" -> "34 DequantizeLinear_/layer1/layer1.1/conv2/Conv_output_0_1" [label="[1, 64, 56, 56]", style=dashed]; -"34 DequantizeLinear_/layer1/layer1.1/conv2/Conv_output_0_1" -> "35 /layer1/layer1.1/Add" [label="[1, 64, 56, 56]", style=solid]; -"35 /layer1/layer1.1/Add" -> "36 /layer1/layer1.1/relu_1/Relu" [label="[1, 64, 56, 56]", style=solid]; -"36 /layer1/layer1.1/relu_1/Relu" -> "37 QuantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [label="[1, 64, 56, 56]", style=solid]; -"37 QuantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" -> "38 DequantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [label="[1, 64, 56, 56]", style=dashed]; -"38 DequantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" -> "41 /layer2/layer2.0/conv1/Conv" [label="[1, 64, 56, 56]", style=solid]; -"38 DequantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" -> "50 /layer2/layer2.0/downsample/downsample.0/Conv" [label="[1, 64, 56, 56]", style=solid]; -"39 QuantizeLinear_onnx^^Conv_208_1" -> "40 DequantizeLinear_onnx^^Conv_208_1" [label="[128, 64, 3, 3]", style=dashed]; -"40 DequantizeLinear_onnx^^Conv_208_1" -> "41 /layer2/layer2.0/conv1/Conv" [label="[128, 64, 3, 3]", style=solid]; -"41 /layer2/layer2.0/conv1/Conv" -> "42 /layer2/layer2.0/relu/Relu" [label="[1, 128, 28, 28]", style=solid]; -"42 /layer2/layer2.0/relu/Relu" -> "43 QuantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"43 QuantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" -> "44 DequantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"44 DequantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" -> "47 /layer2/layer2.0/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"45 QuantizeLinear_onnx^^Conv_211_1" -> "46 DequantizeLinear_onnx^^Conv_211_1" [label="[128, 128, 3, 3]", style=dashed]; -"46 DequantizeLinear_onnx^^Conv_211_1" -> "47 /layer2/layer2.0/conv2/Conv" [label="[128, 128, 3, 3]", style=solid]; -"47 /layer2/layer2.0/conv2/Conv" -> "51 QuantizeLinear_/layer2/layer2.0/conv2/Conv_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"48 QuantizeLinear_onnx^^Conv_214_1" -> "49 DequantizeLinear_onnx^^Conv_214_1" [label="[128, 64, 1, 1]", style=dashed]; -"49 DequantizeLinear_onnx^^Conv_214_1" -> "50 /layer2/layer2.0/downsample/downsample.0/Conv" [label="[128, 64, 1, 1]", style=solid]; -"50 /layer2/layer2.0/downsample/downsample.0/Conv" -> "53 QuantizeLinear_/layer2/layer2.0/downsample/downsample.0/Conv_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"51 QuantizeLinear_/layer2/layer2.0/conv2/Conv_output_0_1" -> "52 DequantizeLinear_/layer2/layer2.0/conv2/Conv_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"52 DequantizeLinear_/layer2/layer2.0/conv2/Conv_output_0_1" -> "55 /layer2/layer2.0/Add" [label="[1, 128, 28, 28]", style=solid]; -"53 QuantizeLinear_/layer2/layer2.0/downsample/downsample.0/Conv_output_0_1" -> "54 DequantizeLinear_/layer2/layer2.0/downsample/downsample.0/Conv_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"54 DequantizeLinear_/layer2/layer2.0/downsample/downsample.0/Conv_output_0_1" -> "55 /layer2/layer2.0/Add" [label="[1, 128, 28, 28]", style=solid]; -"55 /layer2/layer2.0/Add" -> "56 /layer2/layer2.0/relu_1/Relu" [label="[1, 128, 28, 28]", style=solid]; -"56 /layer2/layer2.0/relu_1/Relu" -> "57 QuantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"57 QuantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" -> "58 DequantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"58 DequantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" -> "61 /layer2/layer2.1/conv1/Conv" [label="[1, 128, 28, 28]", style=solid]; -"58 DequantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" -> "70 /layer2/layer2.1/Add" [label="[1, 128, 28, 28]", style=solid]; -"59 QuantizeLinear_onnx^^Conv_217_1" -> "60 DequantizeLinear_onnx^^Conv_217_1" [label="[128, 128, 3, 3]", style=dashed]; -"60 DequantizeLinear_onnx^^Conv_217_1" -> "61 /layer2/layer2.1/conv1/Conv" [label="[128, 128, 3, 3]", style=solid]; -"61 /layer2/layer2.1/conv1/Conv" -> "62 /layer2/layer2.1/relu/Relu" [label="[1, 128, 28, 28]", style=solid]; -"62 /layer2/layer2.1/relu/Relu" -> "63 QuantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"63 QuantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" -> "64 DequantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"64 DequantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" -> "67 /layer2/layer2.1/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"65 QuantizeLinear_onnx^^Conv_220_1" -> "66 DequantizeLinear_onnx^^Conv_220_1" [label="[128, 128, 3, 3]", style=dashed]; -"66 DequantizeLinear_onnx^^Conv_220_1" -> "67 /layer2/layer2.1/conv2/Conv" [label="[128, 128, 3, 3]", style=solid]; -"67 /layer2/layer2.1/conv2/Conv" -> "68 QuantizeLinear_/layer2/layer2.1/conv2/Conv_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"68 QuantizeLinear_/layer2/layer2.1/conv2/Conv_output_0_1" -> "69 DequantizeLinear_/layer2/layer2.1/conv2/Conv_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"69 DequantizeLinear_/layer2/layer2.1/conv2/Conv_output_0_1" -> "70 /layer2/layer2.1/Add" [label="[1, 128, 28, 28]", style=solid]; -"70 /layer2/layer2.1/Add" -> "71 /layer2/layer2.1/relu_1/Relu" [label="[1, 128, 28, 28]", style=solid]; -"71 /layer2/layer2.1/relu_1/Relu" -> "72 QuantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"72 QuantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" -> "73 DequantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"73 DequantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" -> "76 /layer3/layer3.0/conv1/Conv" [label="[1, 128, 28, 28]", style=solid]; -"73 DequantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" -> "85 /layer3/layer3.0/downsample/downsample.0/Conv" [label="[1, 128, 28, 28]", style=solid]; -"74 QuantizeLinear_onnx^^Conv_223_1" -> "75 DequantizeLinear_onnx^^Conv_223_1" [label="[256, 128, 3, 3]", style=dashed]; -"75 DequantizeLinear_onnx^^Conv_223_1" -> "76 /layer3/layer3.0/conv1/Conv" [label="[256, 128, 3, 3]", style=solid]; -"76 /layer3/layer3.0/conv1/Conv" -> "77 /layer3/layer3.0/relu/Relu" [label="[1, 256, 14, 14]", style=solid]; -"77 /layer3/layer3.0/relu/Relu" -> "78 QuantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"78 QuantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" -> "79 DequantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"79 DequantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" -> "82 /layer3/layer3.0/conv2/Conv" [label="[1, 256, 14, 14]", style=solid]; -"80 QuantizeLinear_onnx^^Conv_226_1" -> "81 DequantizeLinear_onnx^^Conv_226_1" [label="[256, 256, 3, 3]", style=dashed]; -"81 DequantizeLinear_onnx^^Conv_226_1" -> "82 /layer3/layer3.0/conv2/Conv" [label="[256, 256, 3, 3]", style=solid]; -"82 /layer3/layer3.0/conv2/Conv" -> "86 QuantizeLinear_/layer3/layer3.0/conv2/Conv_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"83 QuantizeLinear_onnx^^Conv_229_1" -> "84 DequantizeLinear_onnx^^Conv_229_1" [label="[256, 128, 1, 1]", style=dashed]; -"84 DequantizeLinear_onnx^^Conv_229_1" -> "85 /layer3/layer3.0/downsample/downsample.0/Conv" [label="[256, 128, 1, 1]", style=solid]; -"85 /layer3/layer3.0/downsample/downsample.0/Conv" -> "88 QuantizeLinear_/layer3/layer3.0/downsample/downsample.0/Conv_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"86 QuantizeLinear_/layer3/layer3.0/conv2/Conv_output_0_1" -> "87 DequantizeLinear_/layer3/layer3.0/conv2/Conv_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"87 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[label="[1, 256, 14, 14]", style=solid]; -"93 DequantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" -> "105 /layer3/layer3.1/Add" [label="[1, 256, 14, 14]", style=solid]; -"94 QuantizeLinear_onnx^^Conv_232_1" -> "95 DequantizeLinear_onnx^^Conv_232_1" [label="[256, 256, 3, 3]", style=dashed]; -"95 DequantizeLinear_onnx^^Conv_232_1" -> "96 /layer3/layer3.1/conv1/Conv" [label="[256, 256, 3, 3]", style=solid]; -"96 /layer3/layer3.1/conv1/Conv" -> "97 /layer3/layer3.1/relu/Relu" [label="[1, 256, 14, 14]", style=solid]; -"97 /layer3/layer3.1/relu/Relu" -> "98 QuantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"98 QuantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" -> "99 DequantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"99 DequantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" -> "102 /layer3/layer3.1/conv2/Conv" [label="[1, 256, 14, 14]", style=solid]; -"100 QuantizeLinear_onnx^^Conv_235_1" 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style=solid]; -"127 QuantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" -> "128 DequantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [label="[1, 512, 7, 7]", style=dashed]; -"128 DequantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" -> "131 /layer4/layer4.1/conv1/Conv" [label="[1, 512, 7, 7]", style=solid]; -"128 DequantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" -> "140 /layer4/layer4.1/Add" [label="[1, 512, 7, 7]", style=solid]; -"129 QuantizeLinear_onnx^^Conv_247_1" -> "130 DequantizeLinear_onnx^^Conv_247_1" [label="[512, 512, 3, 3]", style=dashed]; -"130 DequantizeLinear_onnx^^Conv_247_1" -> "131 /layer4/layer4.1/conv1/Conv" [label="[512, 512, 3, 3]", style=solid]; -"131 /layer4/layer4.1/conv1/Conv" -> "132 /layer4/layer4.1/relu/Relu" [label="[1, 512, 7, 7]", style=solid]; -"132 /layer4/layer4.1/relu/Relu" -> "133 QuantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [label="[1, 512, 7, 7]", style=solid]; -"133 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label="[1, 128, 28, 28]"]; +"69 DequantizeLinear_getitem_27_1" -> "70 node_add_3" [style=solid, label="[1, 128, 28, 28]"]; +"70 node_add_3" -> "71 node_relu_8" [style=solid, label="[1, 128, 28, 28]"]; +"71 node_relu_8" -> "72 QuantizeLinear_relu_8_1" [style=solid, label="[1, 128, 28, 28]"]; +"72 QuantizeLinear_relu_8_1" -> "73 DequantizeLinear_relu_8_1" [style=dashed, label="[1, 128, 28, 28]"]; +"73 DequantizeLinear_relu_8_1" -> "76 node_Conv_271" [style=solid, label="[1, 128, 28, 28]"]; +"73 DequantizeLinear_relu_8_1" -> "85 node_Conv_275" [style=solid, label="[1, 128, 28, 28]"]; +"74 QuantizeLinear_layer3.0.conv1.weight_1" -> "75 DequantizeLinear_layer3.0.conv1.weight_1" [style=dashed, label="[256, 128, 3, 3]"]; +"75 DequantizeLinear_layer3.0.conv1.weight_1" -> "76 node_Conv_271" [style=solid, label="[256, 128, 3, 3]"]; +"76 node_Conv_271" -> "77 node_relu_9" [style=solid, label="[1, 256, 14, 14]"]; +"77 node_relu_9" -> "78 QuantizeLinear_relu_9_1" [style=solid, label="[1, 256, 14, 14]"]; +"78 QuantizeLinear_relu_9_1" -> "79 DequantizeLinear_relu_9_1" [style=dashed, label="[1, 256, 14, 14]"]; +"79 DequantizeLinear_relu_9_1" -> "82 node_Conv_273" [style=solid, label="[1, 256, 14, 14]"]; +"80 QuantizeLinear_layer3.0.conv2.weight_1" -> "81 DequantizeLinear_layer3.0.conv2.weight_1" [style=dashed, label="[256, 256, 3, 3]"]; +"81 DequantizeLinear_layer3.0.conv2.weight_1" -> "82 node_Conv_273" [style=solid, label="[256, 256, 3, 3]"]; +"82 node_Conv_273" -> "86 QuantizeLinear_getitem_33_1" [style=solid, label="[1, 256, 14, 14]"]; +"83 QuantizeLinear_layer3.0.downsample.0.weight_1" -> "84 DequantizeLinear_layer3.0.downsample.0.weight_1" [style=dashed, label="[256, 128, 1, 1]"]; +"84 DequantizeLinear_layer3.0.downsample.0.weight_1" -> "85 node_Conv_275" [style=solid, label="[256, 128, 1, 1]"]; +"85 node_Conv_275" -> "88 QuantizeLinear_getitem_36_1" [style=solid, label="[1, 256, 14, 14]"]; +"86 QuantizeLinear_getitem_33_1" -> "87 DequantizeLinear_getitem_33_1" [style=dashed, label="[1, 256, 14, 14]"]; +"87 DequantizeLinear_getitem_33_1" -> "90 node_add_4" [style=solid, label="[1, 256, 14, 14]"]; +"88 QuantizeLinear_getitem_36_1" -> "89 DequantizeLinear_getitem_36_1" [style=dashed, label="[1, 256, 14, 14]"]; +"89 DequantizeLinear_getitem_36_1" -> "90 node_add_4" [style=solid, label="[1, 256, 14, 14]"]; +"90 node_add_4" -> "91 node_relu_10" [style=solid, label="[1, 256, 14, 14]"]; +"91 node_relu_10" -> "92 QuantizeLinear_relu_10_1" [style=solid, label="[1, 256, 14, 14]"]; +"92 QuantizeLinear_relu_10_1" -> "93 DequantizeLinear_relu_10_1" [style=dashed, label="[1, 256, 14, 14]"]; +"93 DequantizeLinear_relu_10_1" -> "96 node_Conv_277" [style=solid, label="[1, 256, 14, 14]"]; +"93 DequantizeLinear_relu_10_1" -> "105 node_add_5" [style=solid, label="[1, 256, 14, 14]"]; +"94 QuantizeLinear_layer3.1.conv1.weight_1" -> "95 DequantizeLinear_layer3.1.conv1.weight_1" [style=dashed, label="[256, 256, 3, 3]"]; +"95 DequantizeLinear_layer3.1.conv1.weight_1" -> "96 node_Conv_277" [style=solid, label="[256, 256, 3, 3]"]; +"96 node_Conv_277" -> "97 node_relu_11" [style=solid, label="[1, 256, 14, 14]"]; +"97 node_relu_11" -> "98 QuantizeLinear_relu_11_1" [style=solid, label="[1, 256, 14, 14]"]; +"98 QuantizeLinear_relu_11_1" -> "99 DequantizeLinear_relu_11_1" [style=dashed, label="[1, 256, 14, 14]"]; +"99 DequantizeLinear_relu_11_1" -> "102 node_Conv_279" [style=solid, label="[1, 256, 14, 14]"]; +"100 QuantizeLinear_layer3.1.conv2.weight_1" -> "101 DequantizeLinear_layer3.1.conv2.weight_1" [style=dashed, label="[256, 256, 3, 3]"]; +"101 DequantizeLinear_layer3.1.conv2.weight_1" -> "102 node_Conv_279" [style=solid, label="[256, 256, 3, 3]"]; +"102 node_Conv_279" -> "103 QuantizeLinear_getitem_42_1" [style=solid, label="[1, 256, 14, 14]"]; +"103 QuantizeLinear_getitem_42_1" -> "104 DequantizeLinear_getitem_42_1" [style=dashed, label="[1, 256, 14, 14]"]; +"104 DequantizeLinear_getitem_42_1" -> "105 node_add_5" [style=solid, label="[1, 256, 14, 14]"]; +"105 node_add_5" -> "106 node_relu_12" [style=solid, label="[1, 256, 14, 14]"]; +"106 node_relu_12" -> "107 QuantizeLinear_relu_12_1" [style=solid, label="[1, 256, 14, 14]"]; +"107 QuantizeLinear_relu_12_1" -> "108 DequantizeLinear_relu_12_1" [style=dashed, label="[1, 256, 14, 14]"]; +"108 DequantizeLinear_relu_12_1" -> "111 node_Conv_281" [style=solid, label="[1, 256, 14, 14]"]; +"108 DequantizeLinear_relu_12_1" -> "120 node_Conv_285" [style=solid, label="[1, 256, 14, 14]"]; +"109 QuantizeLinear_layer4.0.conv1.weight_1" -> "110 DequantizeLinear_layer4.0.conv1.weight_1" [style=dashed, label="[512, 256, 3, 3]"]; +"110 DequantizeLinear_layer4.0.conv1.weight_1" -> "111 node_Conv_281" [style=solid, label="[512, 256, 3, 3]"]; +"111 node_Conv_281" -> "112 node_relu_13" [style=solid, label="[1, 512, 7, 7]"]; +"112 node_relu_13" -> "113 QuantizeLinear_relu_13_1" [style=solid, label="[1, 512, 7, 7]"]; +"113 QuantizeLinear_relu_13_1" -> "114 DequantizeLinear_relu_13_1" [style=dashed, label="[1, 512, 7, 7]"]; +"114 DequantizeLinear_relu_13_1" -> "117 node_Conv_283" [style=solid, label="[1, 512, 7, 7]"]; +"115 QuantizeLinear_layer4.0.conv2.weight_1" -> "116 DequantizeLinear_layer4.0.conv2.weight_1" [style=dashed, label="[512, 512, 3, 3]"]; +"116 DequantizeLinear_layer4.0.conv2.weight_1" -> "117 node_Conv_283" [style=solid, label="[512, 512, 3, 3]"]; +"117 node_Conv_283" -> "121 QuantizeLinear_getitem_48_1" [style=solid, label="[1, 512, 7, 7]"]; +"118 QuantizeLinear_layer4.0.downsample.0.weight_1" -> "119 DequantizeLinear_layer4.0.downsample.0.weight_1" [style=dashed, label="[512, 256, 1, 1]"]; +"119 DequantizeLinear_layer4.0.downsample.0.weight_1" -> "120 node_Conv_285" [style=solid, label="[512, 256, 1, 1]"]; +"120 node_Conv_285" -> "123 QuantizeLinear_getitem_51_1" [style=solid, label="[1, 512, 7, 7]"]; +"121 QuantizeLinear_getitem_48_1" -> "122 DequantizeLinear_getitem_48_1" [style=dashed, label="[1, 512, 7, 7]"]; +"122 DequantizeLinear_getitem_48_1" -> "125 node_add_6" [style=solid, label="[1, 512, 7, 7]"]; +"123 QuantizeLinear_getitem_51_1" -> "124 DequantizeLinear_getitem_51_1" [style=dashed, label="[1, 512, 7, 7]"]; +"124 DequantizeLinear_getitem_51_1" -> "125 node_add_6" [style=solid, label="[1, 512, 7, 7]"]; +"125 node_add_6" -> "126 node_relu_14" [style=solid, label="[1, 512, 7, 7]"]; +"126 node_relu_14" -> "127 QuantizeLinear_relu_14_1" [style=solid, label="[1, 512, 7, 7]"]; +"127 QuantizeLinear_relu_14_1" -> "128 DequantizeLinear_relu_14_1" [style=dashed, label="[1, 512, 7, 7]"]; +"128 DequantizeLinear_relu_14_1" -> "131 node_Conv_287" [style=solid, label="[1, 512, 7, 7]"]; +"128 DequantizeLinear_relu_14_1" -> "140 node_add_7" [style=solid, label="[1, 512, 7, 7]"]; +"129 QuantizeLinear_layer4.1.conv1.weight_1" -> "130 DequantizeLinear_layer4.1.conv1.weight_1" [style=dashed, label="[512, 512, 3, 3]"]; +"130 DequantizeLinear_layer4.1.conv1.weight_1" -> "131 node_Conv_287" [style=solid, label="[512, 512, 3, 3]"]; +"131 node_Conv_287" -> "132 node_relu_15" [style=solid, label="[1, 512, 7, 7]"]; +"132 node_relu_15" -> "133 QuantizeLinear_relu_15_1" [style=solid, label="[1, 512, 7, 7]"]; +"133 QuantizeLinear_relu_15_1" -> "134 DequantizeLinear_relu_15_1" [style=dashed, label="[1, 512, 7, 7]"]; +"134 DequantizeLinear_relu_15_1" -> "137 node_Conv_289" [style=solid, label="[1, 512, 7, 7]"]; +"135 QuantizeLinear_layer4.1.conv2.weight_1" -> "136 DequantizeLinear_layer4.1.conv2.weight_1" [style=dashed, label="[512, 512, 3, 3]"]; +"136 DequantizeLinear_layer4.1.conv2.weight_1" -> "137 node_Conv_289" [style=solid, label="[512, 512, 3, 3]"]; +"137 node_Conv_289" -> "138 QuantizeLinear_getitem_57_1" [style=solid, label="[1, 512, 7, 7]"]; +"138 QuantizeLinear_getitem_57_1" -> "139 DequantizeLinear_getitem_57_1" [style=dashed, label="[1, 512, 7, 7]"]; +"139 DequantizeLinear_getitem_57_1" -> "140 node_add_7" [style=solid, label="[1, 512, 7, 7]"]; +"140 node_add_7" -> "141 node_relu_16" [style=solid, label="[1, 512, 7, 7]"]; +"141 node_relu_16" -> "142 QuantizeLinear_relu_16_1" [style=solid, label="[1, 512, 7, 7]"]; +"142 QuantizeLinear_relu_16_1" -> "143 DequantizeLinear_relu_16_1" [style=dashed, label="[1, 512, 7, 7]"]; +"143 DequantizeLinear_relu_16_1" -> "144 node_mean" [style=solid, label="[1, 512, 7, 7]"]; +"144 node_mean" -> "145 QuantizeLinear_mean_1" [style=solid, label="[1, 512, 1, 1]"]; +"145 QuantizeLinear_mean_1" -> "146 DequantizeLinear_mean_1" [style=dashed, label="[1, 512, 1, 1]"]; +"146 DequantizeLinear_mean_1" -> "147 node_view" [style=solid, label="[1, 512, 1, 1]"]; +"147 node_view" -> "150 node_linear" [style=solid, label="[1, 512]"]; +"148 QuantizeLinear_fc.weight_1" -> "149 DequantizeLinear_fc.weight_1" [style=dashed, label="[1000, 512]"]; +"149 DequantizeLinear_fc.weight_1" -> "150 node_linear" [style=solid, label="[1000, 512]"]; +"150 node_linear" -> "152 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"151 nncf_model_input_0" -> "0 QuantizeLinear_x_1" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/quantization/resnet50_cpu_spr.dot b/tests/onnx/data/reference_graphs/quantization/resnet50_cpu_spr.dot index fac0d8c33e1..743e6496230 100644 --- a/tests/onnx/data/reference_graphs/quantization/resnet50_cpu_spr.dot +++ b/tests/onnx/data/reference_graphs/quantization/resnet50_cpu_spr.dot @@ -1,713 +1,713 @@ -strict digraph { -"0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; -"1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_497_1" [id=2, label="2 QuantizeLinear_onnx::Conv_497_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_497_1" [id=3, label="3 DequantizeLinear_onnx::Conv_497_1", type=DequantizeLinear]; -"4 /conv1/Conv" [id=4, type=Conv]; -"5 /relu/Relu" [id=5, type=Relu]; -"6 QuantizeLinear_/relu/Relu_output_0_1" [id=6, type=QuantizeLinear]; -"7 DequantizeLinear_/relu/Relu_output_0_1" [id=7, type=DequantizeLinear]; -"8 /maxpool/MaxPool" [id=8, type=MaxPool]; -"9 QuantizeLinear_onnx^^Conv_500_1" [id=9, label="9 QuantizeLinear_onnx::Conv_500_1", type=QuantizeLinear]; -"10 DequantizeLinear_onnx^^Conv_500_1" [id=10, label="10 DequantizeLinear_onnx::Conv_500_1", type=DequantizeLinear]; -"11 /layer1/layer1.0/conv1/Conv" [id=11, type=Conv]; -"12 /layer1/layer1.0/relu/Relu" [id=12, type=Relu]; -"13 QuantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [id=13, type=QuantizeLinear]; -"14 DequantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [id=14, type=DequantizeLinear]; -"15 QuantizeLinear_onnx^^Conv_503_1" [id=15, label="15 QuantizeLinear_onnx::Conv_503_1", type=QuantizeLinear]; -"16 DequantizeLinear_onnx^^Conv_503_1" [id=16, label="16 DequantizeLinear_onnx::Conv_503_1", type=DequantizeLinear]; -"17 /layer1/layer1.0/conv2/Conv" [id=17, type=Conv]; -"18 /layer1/layer1.0/relu_1/Relu" [id=18, type=Relu]; -"19 QuantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [id=19, type=QuantizeLinear]; -"20 DequantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [id=20, type=DequantizeLinear]; -"21 /layer1/layer1.0/conv3/Conv" [id=21, type=Conv]; -"22 QuantizeLinear_onnx^^Conv_509_1" [id=22, label="22 QuantizeLinear_onnx::Conv_509_1", type=QuantizeLinear]; -"23 DequantizeLinear_onnx^^Conv_509_1" [id=23, label="23 DequantizeLinear_onnx::Conv_509_1", type=DequantizeLinear]; -"24 /layer1/layer1.0/downsample/downsample.0/Conv" [id=24, type=Conv]; -"25 QuantizeLinear_/layer1/layer1.0/conv3/Conv_output_0_1" [id=25, type=QuantizeLinear]; -"26 DequantizeLinear_/layer1/layer1.0/conv3/Conv_output_0_1" [id=26, type=DequantizeLinear]; -"27 QuantizeLinear_/layer1/layer1.0/downsample/downsample.0/Conv_output_0_1" [id=27, type=QuantizeLinear]; -"28 DequantizeLinear_/layer1/layer1.0/downsample/downsample.0/Conv_output_0_1" [id=28, type=DequantizeLinear]; -"29 /layer1/layer1.0/Add" [id=29, type=Add]; -"30 /layer1/layer1.0/relu_2/Relu" [id=30, type=Relu]; -"31 QuantizeLinear_/layer1/layer1.0/relu_2/Relu_output_0_1" [id=31, type=QuantizeLinear]; -"32 DequantizeLinear_/layer1/layer1.0/relu_2/Relu_output_0_1" [id=32, type=DequantizeLinear]; -"33 QuantizeLinear_onnx^^Conv_512_1" [id=33, label="33 QuantizeLinear_onnx::Conv_512_1", type=QuantizeLinear]; -"34 DequantizeLinear_onnx^^Conv_512_1" [id=34, label="34 DequantizeLinear_onnx::Conv_512_1", type=DequantizeLinear]; -"35 /layer1/layer1.1/conv1/Conv" [id=35, type=Conv]; -"36 /layer1/layer1.1/relu/Relu" [id=36, type=Relu]; -"37 QuantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [id=37, type=QuantizeLinear]; -"38 DequantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [id=38, type=DequantizeLinear]; -"39 QuantizeLinear_onnx^^Conv_515_1" [id=39, label="39 QuantizeLinear_onnx::Conv_515_1", type=QuantizeLinear]; -"40 DequantizeLinear_onnx^^Conv_515_1" [id=40, label="40 DequantizeLinear_onnx::Conv_515_1", type=DequantizeLinear]; -"41 /layer1/layer1.1/conv2/Conv" [id=41, type=Conv]; -"42 /layer1/layer1.1/relu_1/Relu" [id=42, type=Relu]; -"43 QuantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [id=43, type=QuantizeLinear]; -"44 DequantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [id=44, type=DequantizeLinear]; -"45 /layer1/layer1.1/conv3/Conv" [id=45, type=Conv]; -"46 QuantizeLinear_/layer1/layer1.1/conv3/Conv_output_0_1" [id=46, type=QuantizeLinear]; -"47 DequantizeLinear_/layer1/layer1.1/conv3/Conv_output_0_1" [id=47, type=DequantizeLinear]; -"48 /layer1/layer1.1/Add" [id=48, type=Add]; -"49 /layer1/layer1.1/relu_2/Relu" [id=49, type=Relu]; -"50 QuantizeLinear_/layer1/layer1.1/relu_2/Relu_output_0_1" [id=50, type=QuantizeLinear]; -"51 DequantizeLinear_/layer1/layer1.1/relu_2/Relu_output_0_1" [id=51, type=DequantizeLinear]; -"52 QuantizeLinear_onnx^^Conv_521_1" [id=52, label="52 QuantizeLinear_onnx::Conv_521_1", type=QuantizeLinear]; -"53 DequantizeLinear_onnx^^Conv_521_1" [id=53, label="53 DequantizeLinear_onnx::Conv_521_1", type=DequantizeLinear]; -"54 /layer1/layer1.2/conv1/Conv" [id=54, type=Conv]; -"55 /layer1/layer1.2/relu/Relu" [id=55, type=Relu]; -"56 QuantizeLinear_/layer1/layer1.2/relu/Relu_output_0_1" [id=56, type=QuantizeLinear]; -"57 DequantizeLinear_/layer1/layer1.2/relu/Relu_output_0_1" [id=57, type=DequantizeLinear]; -"58 QuantizeLinear_onnx^^Conv_524_1" [id=58, label="58 QuantizeLinear_onnx::Conv_524_1", type=QuantizeLinear]; -"59 DequantizeLinear_onnx^^Conv_524_1" [id=59, label="59 DequantizeLinear_onnx::Conv_524_1", type=DequantizeLinear]; -"60 /layer1/layer1.2/conv2/Conv" [id=60, type=Conv]; -"61 /layer1/layer1.2/relu_1/Relu" [id=61, type=Relu]; -"62 QuantizeLinear_/layer1/layer1.2/relu_1/Relu_output_0_1" [id=62, type=QuantizeLinear]; -"63 DequantizeLinear_/layer1/layer1.2/relu_1/Relu_output_0_1" [id=63, type=DequantizeLinear]; -"64 /layer1/layer1.2/conv3/Conv" [id=64, type=Conv]; -"65 QuantizeLinear_/layer1/layer1.2/conv3/Conv_output_0_1" [id=65, type=QuantizeLinear]; -"66 DequantizeLinear_/layer1/layer1.2/conv3/Conv_output_0_1" [id=66, type=DequantizeLinear]; -"67 /layer1/layer1.2/Add" [id=67, type=Add]; -"68 /layer1/layer1.2/relu_2/Relu" [id=68, type=Relu]; -"69 QuantizeLinear_/layer1/layer1.2/relu_2/Relu_output_0_1" [id=69, type=QuantizeLinear]; -"70 DequantizeLinear_/layer1/layer1.2/relu_2/Relu_output_0_1" [id=70, type=DequantizeLinear]; -"71 QuantizeLinear_onnx^^Conv_530_1" [id=71, label="71 QuantizeLinear_onnx::Conv_530_1", type=QuantizeLinear]; -"72 DequantizeLinear_onnx^^Conv_530_1" [id=72, label="72 DequantizeLinear_onnx::Conv_530_1", type=DequantizeLinear]; -"73 /layer2/layer2.0/conv1/Conv" [id=73, type=Conv]; -"74 /layer2/layer2.0/relu/Relu" [id=74, type=Relu]; -"75 QuantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [id=75, type=QuantizeLinear]; -"76 DequantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [id=76, type=DequantizeLinear]; -"77 QuantizeLinear_onnx^^Conv_533_1" [id=77, label="77 QuantizeLinear_onnx::Conv_533_1", type=QuantizeLinear]; -"78 DequantizeLinear_onnx^^Conv_533_1" [id=78, label="78 DequantizeLinear_onnx::Conv_533_1", type=DequantizeLinear]; -"79 /layer2/layer2.0/conv2/Conv" [id=79, type=Conv]; -"80 /layer2/layer2.0/relu_1/Relu" [id=80, type=Relu]; -"81 QuantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [id=81, type=QuantizeLinear]; -"82 DequantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [id=82, type=DequantizeLinear]; -"83 QuantizeLinear_onnx^^Conv_536_1" [id=83, label="83 QuantizeLinear_onnx::Conv_536_1", type=QuantizeLinear]; -"84 DequantizeLinear_onnx^^Conv_536_1" [id=84, label="84 DequantizeLinear_onnx::Conv_536_1", type=DequantizeLinear]; -"85 /layer2/layer2.0/conv3/Conv" [id=85, type=Conv]; -"86 QuantizeLinear_onnx^^Conv_539_1" [id=86, label="86 QuantizeLinear_onnx::Conv_539_1", type=QuantizeLinear]; -"87 DequantizeLinear_onnx^^Conv_539_1" [id=87, label="87 DequantizeLinear_onnx::Conv_539_1", type=DequantizeLinear]; -"88 /layer2/layer2.0/downsample/downsample.0/Conv" [id=88, type=Conv]; -"89 QuantizeLinear_/layer2/layer2.0/conv3/Conv_output_0_1" [id=89, type=QuantizeLinear]; -"90 DequantizeLinear_/layer2/layer2.0/conv3/Conv_output_0_1" [id=90, type=DequantizeLinear]; -"91 QuantizeLinear_/layer2/layer2.0/downsample/downsample.0/Conv_output_0_1" [id=91, type=QuantizeLinear]; -"92 DequantizeLinear_/layer2/layer2.0/downsample/downsample.0/Conv_output_0_1" [id=92, type=DequantizeLinear]; -"93 /layer2/layer2.0/Add" [id=93, type=Add]; -"94 /layer2/layer2.0/relu_2/Relu" [id=94, type=Relu]; -"95 QuantizeLinear_/layer2/layer2.0/relu_2/Relu_output_0_1" [id=95, type=QuantizeLinear]; -"96 DequantizeLinear_/layer2/layer2.0/relu_2/Relu_output_0_1" [id=96, type=DequantizeLinear]; -"97 QuantizeLinear_onnx^^Conv_542_1" [id=97, label="97 QuantizeLinear_onnx::Conv_542_1", type=QuantizeLinear]; -"98 DequantizeLinear_onnx^^Conv_542_1" [id=98, label="98 DequantizeLinear_onnx::Conv_542_1", type=DequantizeLinear]; -"99 /layer2/layer2.1/conv1/Conv" [id=99, type=Conv]; -"100 /layer2/layer2.1/relu/Relu" [id=100, type=Relu]; -"101 QuantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [id=101, type=QuantizeLinear]; -"102 DequantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [id=102, type=DequantizeLinear]; -"103 QuantizeLinear_onnx^^Conv_545_1" [id=103, label="103 QuantizeLinear_onnx::Conv_545_1", type=QuantizeLinear]; -"104 DequantizeLinear_onnx^^Conv_545_1" [id=104, label="104 DequantizeLinear_onnx::Conv_545_1", type=DequantizeLinear]; -"105 /layer2/layer2.1/conv2/Conv" [id=105, type=Conv]; -"106 /layer2/layer2.1/relu_1/Relu" [id=106, type=Relu]; -"107 QuantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [id=107, type=QuantizeLinear]; -"108 DequantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [id=108, type=DequantizeLinear]; -"109 /layer2/layer2.1/conv3/Conv" [id=109, type=Conv]; -"110 QuantizeLinear_/layer2/layer2.1/conv3/Conv_output_0_1" [id=110, type=QuantizeLinear]; -"111 DequantizeLinear_/layer2/layer2.1/conv3/Conv_output_0_1" [id=111, type=DequantizeLinear]; -"112 /layer2/layer2.1/Add" [id=112, type=Add]; -"113 /layer2/layer2.1/relu_2/Relu" [id=113, type=Relu]; -"114 QuantizeLinear_/layer2/layer2.1/relu_2/Relu_output_0_1" [id=114, type=QuantizeLinear]; -"115 DequantizeLinear_/layer2/layer2.1/relu_2/Relu_output_0_1" [id=115, type=DequantizeLinear]; -"116 QuantizeLinear_onnx^^Conv_551_1" [id=116, label="116 QuantizeLinear_onnx::Conv_551_1", type=QuantizeLinear]; -"117 DequantizeLinear_onnx^^Conv_551_1" [id=117, label="117 DequantizeLinear_onnx::Conv_551_1", type=DequantizeLinear]; -"118 /layer2/layer2.2/conv1/Conv" [id=118, type=Conv]; -"119 /layer2/layer2.2/relu/Relu" [id=119, type=Relu]; -"120 QuantizeLinear_/layer2/layer2.2/relu/Relu_output_0_1" [id=120, type=QuantizeLinear]; -"121 DequantizeLinear_/layer2/layer2.2/relu/Relu_output_0_1" [id=121, type=DequantizeLinear]; -"122 QuantizeLinear_onnx^^Conv_554_1" [id=122, label="122 QuantizeLinear_onnx::Conv_554_1", type=QuantizeLinear]; -"123 DequantizeLinear_onnx^^Conv_554_1" [id=123, label="123 DequantizeLinear_onnx::Conv_554_1", type=DequantizeLinear]; -"124 /layer2/layer2.2/conv2/Conv" [id=124, type=Conv]; -"125 /layer2/layer2.2/relu_1/Relu" [id=125, type=Relu]; -"126 QuantizeLinear_/layer2/layer2.2/relu_1/Relu_output_0_1" [id=126, type=QuantizeLinear]; -"127 DequantizeLinear_/layer2/layer2.2/relu_1/Relu_output_0_1" [id=127, type=DequantizeLinear]; -"128 /layer2/layer2.2/conv3/Conv" [id=128, type=Conv]; -"129 QuantizeLinear_/layer2/layer2.2/conv3/Conv_output_0_1" [id=129, type=QuantizeLinear]; -"130 DequantizeLinear_/layer2/layer2.2/conv3/Conv_output_0_1" [id=130, type=DequantizeLinear]; -"131 /layer2/layer2.2/Add" [id=131, type=Add]; -"132 /layer2/layer2.2/relu_2/Relu" [id=132, type=Relu]; -"133 QuantizeLinear_/layer2/layer2.2/relu_2/Relu_output_0_1" [id=133, type=QuantizeLinear]; -"134 DequantizeLinear_/layer2/layer2.2/relu_2/Relu_output_0_1" [id=134, type=DequantizeLinear]; -"135 QuantizeLinear_onnx^^Conv_560_1" [id=135, label="135 QuantizeLinear_onnx::Conv_560_1", type=QuantizeLinear]; -"136 DequantizeLinear_onnx^^Conv_560_1" [id=136, label="136 DequantizeLinear_onnx::Conv_560_1", type=DequantizeLinear]; -"137 /layer2/layer2.3/conv1/Conv" [id=137, type=Conv]; -"138 /layer2/layer2.3/relu/Relu" [id=138, type=Relu]; -"139 QuantizeLinear_/layer2/layer2.3/relu/Relu_output_0_1" [id=139, type=QuantizeLinear]; -"140 DequantizeLinear_/layer2/layer2.3/relu/Relu_output_0_1" [id=140, type=DequantizeLinear]; -"141 QuantizeLinear_onnx^^Conv_563_1" [id=141, label="141 QuantizeLinear_onnx::Conv_563_1", type=QuantizeLinear]; -"142 DequantizeLinear_onnx^^Conv_563_1" [id=142, label="142 DequantizeLinear_onnx::Conv_563_1", type=DequantizeLinear]; -"143 /layer2/layer2.3/conv2/Conv" [id=143, type=Conv]; -"144 /layer2/layer2.3/relu_1/Relu" [id=144, type=Relu]; -"145 QuantizeLinear_/layer2/layer2.3/relu_1/Relu_output_0_1" [id=145, type=QuantizeLinear]; -"146 DequantizeLinear_/layer2/layer2.3/relu_1/Relu_output_0_1" [id=146, type=DequantizeLinear]; -"147 /layer2/layer2.3/conv3/Conv" [id=147, type=Conv]; -"148 QuantizeLinear_/layer2/layer2.3/conv3/Conv_output_0_1" [id=148, type=QuantizeLinear]; -"149 DequantizeLinear_/layer2/layer2.3/conv3/Conv_output_0_1" [id=149, type=DequantizeLinear]; -"150 /layer2/layer2.3/Add" [id=150, type=Add]; -"151 /layer2/layer2.3/relu_2/Relu" [id=151, type=Relu]; -"152 QuantizeLinear_/layer2/layer2.3/relu_2/Relu_output_0_1" [id=152, type=QuantizeLinear]; -"153 DequantizeLinear_/layer2/layer2.3/relu_2/Relu_output_0_1" [id=153, type=DequantizeLinear]; -"154 QuantizeLinear_onnx^^Conv_569_1" [id=154, label="154 QuantizeLinear_onnx::Conv_569_1", type=QuantizeLinear]; -"155 DequantizeLinear_onnx^^Conv_569_1" [id=155, label="155 DequantizeLinear_onnx::Conv_569_1", type=DequantizeLinear]; -"156 /layer3/layer3.0/conv1/Conv" [id=156, type=Conv]; -"157 /layer3/layer3.0/relu/Relu" [id=157, type=Relu]; -"158 QuantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [id=158, type=QuantizeLinear]; -"159 DequantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [id=159, type=DequantizeLinear]; -"160 QuantizeLinear_onnx^^Conv_572_1" [id=160, label="160 QuantizeLinear_onnx::Conv_572_1", type=QuantizeLinear]; -"161 DequantizeLinear_onnx^^Conv_572_1" [id=161, label="161 DequantizeLinear_onnx::Conv_572_1", type=DequantizeLinear]; -"162 /layer3/layer3.0/conv2/Conv" [id=162, type=Conv]; -"163 /layer3/layer3.0/relu_1/Relu" [id=163, type=Relu]; -"164 QuantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [id=164, type=QuantizeLinear]; -"165 DequantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [id=165, type=DequantizeLinear]; -"166 QuantizeLinear_onnx^^Conv_575_1" [id=166, label="166 QuantizeLinear_onnx::Conv_575_1", type=QuantizeLinear]; -"167 DequantizeLinear_onnx^^Conv_575_1" [id=167, label="167 DequantizeLinear_onnx::Conv_575_1", type=DequantizeLinear]; -"168 /layer3/layer3.0/conv3/Conv" [id=168, type=Conv]; -"169 QuantizeLinear_onnx^^Conv_578_1" [id=169, label="169 QuantizeLinear_onnx::Conv_578_1", type=QuantizeLinear]; -"170 DequantizeLinear_onnx^^Conv_578_1" [id=170, label="170 DequantizeLinear_onnx::Conv_578_1", type=DequantizeLinear]; -"171 /layer3/layer3.0/downsample/downsample.0/Conv" [id=171, type=Conv]; -"172 QuantizeLinear_/layer3/layer3.0/conv3/Conv_output_0_1" [id=172, type=QuantizeLinear]; -"173 DequantizeLinear_/layer3/layer3.0/conv3/Conv_output_0_1" [id=173, type=DequantizeLinear]; -"174 QuantizeLinear_/layer3/layer3.0/downsample/downsample.0/Conv_output_0_1" [id=174, type=QuantizeLinear]; -"175 DequantizeLinear_/layer3/layer3.0/downsample/downsample.0/Conv_output_0_1" [id=175, type=DequantizeLinear]; -"176 /layer3/layer3.0/Add" [id=176, type=Add]; -"177 /layer3/layer3.0/relu_2/Relu" [id=177, type=Relu]; -"178 QuantizeLinear_/layer3/layer3.0/relu_2/Relu_output_0_1" [id=178, type=QuantizeLinear]; -"179 DequantizeLinear_/layer3/layer3.0/relu_2/Relu_output_0_1" [id=179, type=DequantizeLinear]; -"180 QuantizeLinear_onnx^^Conv_581_1" [id=180, label="180 QuantizeLinear_onnx::Conv_581_1", type=QuantizeLinear]; -"181 DequantizeLinear_onnx^^Conv_581_1" [id=181, label="181 DequantizeLinear_onnx::Conv_581_1", type=DequantizeLinear]; -"182 /layer3/layer3.1/conv1/Conv" [id=182, type=Conv]; -"183 /layer3/layer3.1/relu/Relu" [id=183, type=Relu]; -"184 QuantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [id=184, type=QuantizeLinear]; -"185 DequantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [id=185, type=DequantizeLinear]; -"186 QuantizeLinear_onnx^^Conv_584_1" [id=186, label="186 QuantizeLinear_onnx::Conv_584_1", type=QuantizeLinear]; -"187 DequantizeLinear_onnx^^Conv_584_1" [id=187, label="187 DequantizeLinear_onnx::Conv_584_1", type=DequantizeLinear]; -"188 /layer3/layer3.1/conv2/Conv" [id=188, type=Conv]; -"189 /layer3/layer3.1/relu_1/Relu" [id=189, type=Relu]; -"190 QuantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" [id=190, type=QuantizeLinear]; -"191 DequantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" [id=191, type=DequantizeLinear]; -"192 /layer3/layer3.1/conv3/Conv" [id=192, type=Conv]; -"193 QuantizeLinear_/layer3/layer3.1/conv3/Conv_output_0_1" [id=193, type=QuantizeLinear]; -"194 DequantizeLinear_/layer3/layer3.1/conv3/Conv_output_0_1" [id=194, type=DequantizeLinear]; -"195 /layer3/layer3.1/Add" [id=195, type=Add]; -"196 /layer3/layer3.1/relu_2/Relu" [id=196, type=Relu]; -"197 QuantizeLinear_/layer3/layer3.1/relu_2/Relu_output_0_1" [id=197, type=QuantizeLinear]; -"198 DequantizeLinear_/layer3/layer3.1/relu_2/Relu_output_0_1" [id=198, type=DequantizeLinear]; -"199 QuantizeLinear_onnx^^Conv_590_1" [id=199, label="199 QuantizeLinear_onnx::Conv_590_1", type=QuantizeLinear]; -"200 DequantizeLinear_onnx^^Conv_590_1" [id=200, label="200 DequantizeLinear_onnx::Conv_590_1", type=DequantizeLinear]; -"201 /layer3/layer3.2/conv1/Conv" [id=201, type=Conv]; -"202 /layer3/layer3.2/relu/Relu" [id=202, type=Relu]; -"203 QuantizeLinear_/layer3/layer3.2/relu/Relu_output_0_1" [id=203, type=QuantizeLinear]; -"204 DequantizeLinear_/layer3/layer3.2/relu/Relu_output_0_1" [id=204, type=DequantizeLinear]; -"205 QuantizeLinear_onnx^^Conv_593_1" [id=205, label="205 QuantizeLinear_onnx::Conv_593_1", type=QuantizeLinear]; -"206 DequantizeLinear_onnx^^Conv_593_1" [id=206, label="206 DequantizeLinear_onnx::Conv_593_1", type=DequantizeLinear]; -"207 /layer3/layer3.2/conv2/Conv" [id=207, type=Conv]; -"208 /layer3/layer3.2/relu_1/Relu" [id=208, type=Relu]; -"209 QuantizeLinear_/layer3/layer3.2/relu_1/Relu_output_0_1" [id=209, type=QuantizeLinear]; -"210 DequantizeLinear_/layer3/layer3.2/relu_1/Relu_output_0_1" [id=210, type=DequantizeLinear]; -"211 /layer3/layer3.2/conv3/Conv" [id=211, type=Conv]; -"212 QuantizeLinear_/layer3/layer3.2/conv3/Conv_output_0_1" [id=212, type=QuantizeLinear]; -"213 DequantizeLinear_/layer3/layer3.2/conv3/Conv_output_0_1" [id=213, type=DequantizeLinear]; -"214 /layer3/layer3.2/Add" [id=214, type=Add]; -"215 /layer3/layer3.2/relu_2/Relu" [id=215, type=Relu]; -"216 QuantizeLinear_/layer3/layer3.2/relu_2/Relu_output_0_1" [id=216, type=QuantizeLinear]; -"217 DequantizeLinear_/layer3/layer3.2/relu_2/Relu_output_0_1" [id=217, type=DequantizeLinear]; -"218 QuantizeLinear_onnx^^Conv_599_1" [id=218, label="218 QuantizeLinear_onnx::Conv_599_1", type=QuantizeLinear]; -"219 DequantizeLinear_onnx^^Conv_599_1" [id=219, label="219 DequantizeLinear_onnx::Conv_599_1", type=DequantizeLinear]; -"220 /layer3/layer3.3/conv1/Conv" [id=220, type=Conv]; -"221 /layer3/layer3.3/relu/Relu" [id=221, type=Relu]; -"222 QuantizeLinear_/layer3/layer3.3/relu/Relu_output_0_1" [id=222, type=QuantizeLinear]; -"223 DequantizeLinear_/layer3/layer3.3/relu/Relu_output_0_1" [id=223, type=DequantizeLinear]; -"224 QuantizeLinear_onnx^^Conv_602_1" [id=224, label="224 QuantizeLinear_onnx::Conv_602_1", type=QuantizeLinear]; -"225 DequantizeLinear_onnx^^Conv_602_1" [id=225, label="225 DequantizeLinear_onnx::Conv_602_1", type=DequantizeLinear]; -"226 /layer3/layer3.3/conv2/Conv" [id=226, type=Conv]; -"227 /layer3/layer3.3/relu_1/Relu" [id=227, type=Relu]; -"228 QuantizeLinear_/layer3/layer3.3/relu_1/Relu_output_0_1" [id=228, type=QuantizeLinear]; -"229 DequantizeLinear_/layer3/layer3.3/relu_1/Relu_output_0_1" [id=229, type=DequantizeLinear]; -"230 /layer3/layer3.3/conv3/Conv" [id=230, type=Conv]; -"231 QuantizeLinear_/layer3/layer3.3/conv3/Conv_output_0_1" [id=231, type=QuantizeLinear]; -"232 DequantizeLinear_/layer3/layer3.3/conv3/Conv_output_0_1" [id=232, type=DequantizeLinear]; -"233 /layer3/layer3.3/Add" [id=233, type=Add]; -"234 /layer3/layer3.3/relu_2/Relu" [id=234, type=Relu]; -"235 QuantizeLinear_/layer3/layer3.3/relu_2/Relu_output_0_1" [id=235, type=QuantizeLinear]; -"236 DequantizeLinear_/layer3/layer3.3/relu_2/Relu_output_0_1" [id=236, type=DequantizeLinear]; -"237 QuantizeLinear_onnx^^Conv_608_1" [id=237, label="237 QuantizeLinear_onnx::Conv_608_1", type=QuantizeLinear]; -"238 DequantizeLinear_onnx^^Conv_608_1" [id=238, label="238 DequantizeLinear_onnx::Conv_608_1", type=DequantizeLinear]; -"239 /layer3/layer3.4/conv1/Conv" [id=239, type=Conv]; -"240 /layer3/layer3.4/relu/Relu" [id=240, type=Relu]; -"241 QuantizeLinear_/layer3/layer3.4/relu/Relu_output_0_1" [id=241, type=QuantizeLinear]; -"242 DequantizeLinear_/layer3/layer3.4/relu/Relu_output_0_1" [id=242, type=DequantizeLinear]; -"243 QuantizeLinear_onnx^^Conv_611_1" [id=243, label="243 QuantizeLinear_onnx::Conv_611_1", type=QuantizeLinear]; -"244 DequantizeLinear_onnx^^Conv_611_1" [id=244, label="244 DequantizeLinear_onnx::Conv_611_1", type=DequantizeLinear]; -"245 /layer3/layer3.4/conv2/Conv" [id=245, type=Conv]; -"246 /layer3/layer3.4/relu_1/Relu" [id=246, type=Relu]; -"247 QuantizeLinear_/layer3/layer3.4/relu_1/Relu_output_0_1" [id=247, type=QuantizeLinear]; -"248 DequantizeLinear_/layer3/layer3.4/relu_1/Relu_output_0_1" [id=248, type=DequantizeLinear]; -"249 /layer3/layer3.4/conv3/Conv" [id=249, type=Conv]; -"250 QuantizeLinear_/layer3/layer3.4/conv3/Conv_output_0_1" [id=250, type=QuantizeLinear]; -"251 DequantizeLinear_/layer3/layer3.4/conv3/Conv_output_0_1" [id=251, type=DequantizeLinear]; -"252 /layer3/layer3.4/Add" [id=252, type=Add]; -"253 /layer3/layer3.4/relu_2/Relu" [id=253, type=Relu]; -"254 QuantizeLinear_/layer3/layer3.4/relu_2/Relu_output_0_1" [id=254, type=QuantizeLinear]; -"255 DequantizeLinear_/layer3/layer3.4/relu_2/Relu_output_0_1" [id=255, type=DequantizeLinear]; -"256 QuantizeLinear_onnx^^Conv_617_1" [id=256, label="256 QuantizeLinear_onnx::Conv_617_1", type=QuantizeLinear]; -"257 DequantizeLinear_onnx^^Conv_617_1" [id=257, label="257 DequantizeLinear_onnx::Conv_617_1", type=DequantizeLinear]; -"258 /layer3/layer3.5/conv1/Conv" [id=258, type=Conv]; -"259 /layer3/layer3.5/relu/Relu" [id=259, type=Relu]; -"260 QuantizeLinear_/layer3/layer3.5/relu/Relu_output_0_1" [id=260, type=QuantizeLinear]; -"261 DequantizeLinear_/layer3/layer3.5/relu/Relu_output_0_1" [id=261, type=DequantizeLinear]; -"262 QuantizeLinear_onnx^^Conv_620_1" [id=262, label="262 QuantizeLinear_onnx::Conv_620_1", type=QuantizeLinear]; -"263 DequantizeLinear_onnx^^Conv_620_1" [id=263, label="263 DequantizeLinear_onnx::Conv_620_1", type=DequantizeLinear]; -"264 /layer3/layer3.5/conv2/Conv" [id=264, type=Conv]; -"265 /layer3/layer3.5/relu_1/Relu" [id=265, type=Relu]; -"266 QuantizeLinear_/layer3/layer3.5/relu_1/Relu_output_0_1" [id=266, type=QuantizeLinear]; -"267 DequantizeLinear_/layer3/layer3.5/relu_1/Relu_output_0_1" [id=267, type=DequantizeLinear]; -"268 /layer3/layer3.5/conv3/Conv" [id=268, type=Conv]; -"269 QuantizeLinear_/layer3/layer3.5/conv3/Conv_output_0_1" [id=269, type=QuantizeLinear]; -"270 DequantizeLinear_/layer3/layer3.5/conv3/Conv_output_0_1" [id=270, type=DequantizeLinear]; -"271 /layer3/layer3.5/Add" [id=271, type=Add]; -"272 /layer3/layer3.5/relu_2/Relu" [id=272, type=Relu]; -"273 QuantizeLinear_/layer3/layer3.5/relu_2/Relu_output_0_1" [id=273, type=QuantizeLinear]; -"274 DequantizeLinear_/layer3/layer3.5/relu_2/Relu_output_0_1" [id=274, type=DequantizeLinear]; -"275 QuantizeLinear_onnx^^Conv_626_1" [id=275, label="275 QuantizeLinear_onnx::Conv_626_1", type=QuantizeLinear]; -"276 DequantizeLinear_onnx^^Conv_626_1" [id=276, label="276 DequantizeLinear_onnx::Conv_626_1", type=DequantizeLinear]; -"277 /layer4/layer4.0/conv1/Conv" [id=277, type=Conv]; -"278 /layer4/layer4.0/relu/Relu" [id=278, type=Relu]; -"279 QuantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [id=279, type=QuantizeLinear]; -"280 DequantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [id=280, type=DequantizeLinear]; -"281 QuantizeLinear_onnx^^Conv_629_1" [id=281, label="281 QuantizeLinear_onnx::Conv_629_1", type=QuantizeLinear]; -"282 DequantizeLinear_onnx^^Conv_629_1" [id=282, label="282 DequantizeLinear_onnx::Conv_629_1", type=DequantizeLinear]; -"283 /layer4/layer4.0/conv2/Conv" [id=283, type=Conv]; -"284 /layer4/layer4.0/relu_1/Relu" [id=284, type=Relu]; -"285 QuantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [id=285, type=QuantizeLinear]; -"286 DequantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [id=286, type=DequantizeLinear]; -"287 QuantizeLinear_onnx^^Conv_632_1" [id=287, label="287 QuantizeLinear_onnx::Conv_632_1", type=QuantizeLinear]; -"288 DequantizeLinear_onnx^^Conv_632_1" [id=288, label="288 DequantizeLinear_onnx::Conv_632_1", type=DequantizeLinear]; -"289 /layer4/layer4.0/conv3/Conv" [id=289, type=Conv]; -"290 QuantizeLinear_onnx^^Conv_635_1" [id=290, label="290 QuantizeLinear_onnx::Conv_635_1", type=QuantizeLinear]; -"291 DequantizeLinear_onnx^^Conv_635_1" [id=291, label="291 DequantizeLinear_onnx::Conv_635_1", type=DequantizeLinear]; -"292 /layer4/layer4.0/downsample/downsample.0/Conv" [id=292, type=Conv]; -"293 QuantizeLinear_/layer4/layer4.0/conv3/Conv_output_0_1" [id=293, type=QuantizeLinear]; -"294 DequantizeLinear_/layer4/layer4.0/conv3/Conv_output_0_1" [id=294, type=DequantizeLinear]; -"295 QuantizeLinear_/layer4/layer4.0/downsample/downsample.0/Conv_output_0_1" [id=295, type=QuantizeLinear]; -"296 DequantizeLinear_/layer4/layer4.0/downsample/downsample.0/Conv_output_0_1" [id=296, type=DequantizeLinear]; -"297 /layer4/layer4.0/Add" [id=297, type=Add]; -"298 /layer4/layer4.0/relu_2/Relu" [id=298, type=Relu]; -"299 QuantizeLinear_/layer4/layer4.0/relu_2/Relu_output_0_1" [id=299, type=QuantizeLinear]; -"300 DequantizeLinear_/layer4/layer4.0/relu_2/Relu_output_0_1" [id=300, type=DequantizeLinear]; -"301 QuantizeLinear_onnx^^Conv_638_1" [id=301, label="301 QuantizeLinear_onnx::Conv_638_1", type=QuantizeLinear]; -"302 DequantizeLinear_onnx^^Conv_638_1" [id=302, label="302 DequantizeLinear_onnx::Conv_638_1", type=DequantizeLinear]; -"303 /layer4/layer4.1/conv1/Conv" [id=303, type=Conv]; -"304 /layer4/layer4.1/relu/Relu" [id=304, type=Relu]; -"305 QuantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [id=305, type=QuantizeLinear]; -"306 DequantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [id=306, type=DequantizeLinear]; -"307 QuantizeLinear_onnx^^Conv_641_1" [id=307, label="307 QuantizeLinear_onnx::Conv_641_1", type=QuantizeLinear]; -"308 DequantizeLinear_onnx^^Conv_641_1" [id=308, label="308 DequantizeLinear_onnx::Conv_641_1", type=DequantizeLinear]; -"309 /layer4/layer4.1/conv2/Conv" [id=309, type=Conv]; -"310 /layer4/layer4.1/relu_1/Relu" [id=310, type=Relu]; -"311 QuantizeLinear_/layer4/layer4.1/relu_1/Relu_output_0_1" [id=311, type=QuantizeLinear]; -"312 DequantizeLinear_/layer4/layer4.1/relu_1/Relu_output_0_1" [id=312, type=DequantizeLinear]; -"313 /layer4/layer4.1/conv3/Conv" [id=313, type=Conv]; -"314 QuantizeLinear_/layer4/layer4.1/conv3/Conv_output_0_1" [id=314, type=QuantizeLinear]; -"315 DequantizeLinear_/layer4/layer4.1/conv3/Conv_output_0_1" [id=315, type=DequantizeLinear]; -"316 /layer4/layer4.1/Add" [id=316, type=Add]; -"317 /layer4/layer4.1/relu_2/Relu" [id=317, type=Relu]; -"318 QuantizeLinear_/layer4/layer4.1/relu_2/Relu_output_0_1" [id=318, type=QuantizeLinear]; -"319 DequantizeLinear_/layer4/layer4.1/relu_2/Relu_output_0_1" [id=319, type=DequantizeLinear]; -"320 QuantizeLinear_onnx^^Conv_647_1" [id=320, label="320 QuantizeLinear_onnx::Conv_647_1", type=QuantizeLinear]; -"321 DequantizeLinear_onnx^^Conv_647_1" [id=321, label="321 DequantizeLinear_onnx::Conv_647_1", type=DequantizeLinear]; -"322 /layer4/layer4.2/conv1/Conv" [id=322, type=Conv]; -"323 /layer4/layer4.2/relu/Relu" [id=323, type=Relu]; -"324 QuantizeLinear_/layer4/layer4.2/relu/Relu_output_0_1" [id=324, type=QuantizeLinear]; -"325 DequantizeLinear_/layer4/layer4.2/relu/Relu_output_0_1" [id=325, type=DequantizeLinear]; -"326 QuantizeLinear_onnx^^Conv_650_1" [id=326, label="326 QuantizeLinear_onnx::Conv_650_1", type=QuantizeLinear]; -"327 DequantizeLinear_onnx^^Conv_650_1" [id=327, label="327 DequantizeLinear_onnx::Conv_650_1", type=DequantizeLinear]; -"328 /layer4/layer4.2/conv2/Conv" [id=328, type=Conv]; -"329 /layer4/layer4.2/relu_1/Relu" [id=329, type=Relu]; -"330 QuantizeLinear_/layer4/layer4.2/relu_1/Relu_output_0_1" [id=330, type=QuantizeLinear]; -"331 DequantizeLinear_/layer4/layer4.2/relu_1/Relu_output_0_1" [id=331, type=DequantizeLinear]; -"332 /layer4/layer4.2/conv3/Conv" [id=332, type=Conv]; -"333 QuantizeLinear_/layer4/layer4.2/conv3/Conv_output_0_1" [id=333, type=QuantizeLinear]; -"334 DequantizeLinear_/layer4/layer4.2/conv3/Conv_output_0_1" [id=334, type=DequantizeLinear]; -"335 /layer4/layer4.2/Add" [id=335, type=Add]; -"336 /layer4/layer4.2/relu_2/Relu" [id=336, type=Relu]; -"337 QuantizeLinear_/layer4/layer4.2/relu_2/Relu_output_0_1" [id=337, type=QuantizeLinear]; -"338 DequantizeLinear_/layer4/layer4.2/relu_2/Relu_output_0_1" [id=338, type=DequantizeLinear]; -"339 /avgpool/GlobalAveragePool" [id=339, type=GlobalAveragePool]; -"340 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [id=340, type=QuantizeLinear]; -"341 DequantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [id=341, type=DequantizeLinear]; -"342 /Flatten" [id=342, type=Flatten]; +strict digraph { +"0 QuantizeLinear_x_1" [id=0, type=QuantizeLinear]; +"1 DequantizeLinear_x_1" [id=1, type=DequantizeLinear]; +"2 QuantizeLinear_conv1.weight_1" [id=2, type=QuantizeLinear]; +"3 DequantizeLinear_conv1.weight_1" [id=3, type=DequantizeLinear]; +"4 node_Conv_647" [id=4, type=Conv]; +"5 node_relu" [id=5, type=Relu]; +"6 QuantizeLinear_relu_1" [id=6, type=QuantizeLinear]; +"7 DequantizeLinear_relu_1" [id=7, type=DequantizeLinear]; +"8 node_max_pool2d" [id=8, type=MaxPool]; +"9 QuantizeLinear_layer1.0.conv1.weight_1" [id=9, type=QuantizeLinear]; +"10 DequantizeLinear_layer1.0.conv1.weight_1" [id=10, type=DequantizeLinear]; +"11 node_Conv_649" [id=11, type=Conv]; +"12 node_relu_1" [id=12, type=Relu]; +"13 QuantizeLinear_relu_1_1" [id=13, type=QuantizeLinear]; +"14 DequantizeLinear_relu_1_1" [id=14, type=DequantizeLinear]; +"15 QuantizeLinear_layer1.0.conv2.weight_1" [id=15, type=QuantizeLinear]; +"16 DequantizeLinear_layer1.0.conv2.weight_1" [id=16, type=DequantizeLinear]; +"17 node_Conv_651" [id=17, type=Conv]; +"18 node_relu_2" [id=18, type=Relu]; +"19 QuantizeLinear_relu_2_1" [id=19, type=QuantizeLinear]; +"20 DequantizeLinear_relu_2_1" [id=20, type=DequantizeLinear]; +"21 node_Conv_653" [id=21, type=Conv]; +"22 QuantizeLinear_layer1.0.downsample.0.weight_1" [id=22, type=QuantizeLinear]; +"23 DequantizeLinear_layer1.0.downsample.0.weight_1" [id=23, type=DequantizeLinear]; +"24 node_Conv_655" [id=24, type=Conv]; +"25 QuantizeLinear_getitem_9_1" [id=25, type=QuantizeLinear]; +"26 DequantizeLinear_getitem_9_1" [id=26, type=DequantizeLinear]; +"27 QuantizeLinear_getitem_12_1" [id=27, type=QuantizeLinear]; +"28 DequantizeLinear_getitem_12_1" [id=28, type=DequantizeLinear]; +"29 node_add" [id=29, type=Add]; +"30 node_relu_3" [id=30, type=Relu]; +"31 QuantizeLinear_relu_3_1" [id=31, type=QuantizeLinear]; +"32 DequantizeLinear_relu_3_1" [id=32, type=DequantizeLinear]; +"33 QuantizeLinear_layer1.1.conv1.weight_1" [id=33, type=QuantizeLinear]; +"34 DequantizeLinear_layer1.1.conv1.weight_1" [id=34, type=DequantizeLinear]; +"35 node_Conv_657" [id=35, type=Conv]; +"36 node_relu_4" [id=36, type=Relu]; +"37 QuantizeLinear_relu_4_1" [id=37, type=QuantizeLinear]; +"38 DequantizeLinear_relu_4_1" [id=38, type=DequantizeLinear]; +"39 QuantizeLinear_layer1.1.conv2.weight_1" [id=39, type=QuantizeLinear]; +"40 DequantizeLinear_layer1.1.conv2.weight_1" [id=40, type=DequantizeLinear]; +"41 node_Conv_659" [id=41, type=Conv]; +"42 node_relu_5" [id=42, type=Relu]; +"43 QuantizeLinear_relu_5_1" [id=43, type=QuantizeLinear]; +"44 DequantizeLinear_relu_5_1" [id=44, type=DequantizeLinear]; +"45 node_Conv_661" [id=45, type=Conv]; +"46 QuantizeLinear_getitem_21_1" [id=46, type=QuantizeLinear]; +"47 DequantizeLinear_getitem_21_1" [id=47, type=DequantizeLinear]; +"48 node_add_1" [id=48, type=Add]; +"49 node_relu_6" [id=49, type=Relu]; +"50 QuantizeLinear_relu_6_1" [id=50, type=QuantizeLinear]; +"51 DequantizeLinear_relu_6_1" [id=51, type=DequantizeLinear]; +"52 QuantizeLinear_layer1.2.conv1.weight_1" [id=52, type=QuantizeLinear]; +"53 DequantizeLinear_layer1.2.conv1.weight_1" [id=53, type=DequantizeLinear]; +"54 node_Conv_663" [id=54, type=Conv]; +"55 node_relu_7" [id=55, type=Relu]; +"56 QuantizeLinear_relu_7_1" [id=56, type=QuantizeLinear]; +"57 DequantizeLinear_relu_7_1" [id=57, type=DequantizeLinear]; +"58 QuantizeLinear_layer1.2.conv2.weight_1" [id=58, type=QuantizeLinear]; +"59 DequantizeLinear_layer1.2.conv2.weight_1" [id=59, type=DequantizeLinear]; +"60 node_Conv_665" [id=60, type=Conv]; +"61 node_relu_8" [id=61, type=Relu]; +"62 QuantizeLinear_relu_8_1" [id=62, type=QuantizeLinear]; +"63 DequantizeLinear_relu_8_1" [id=63, type=DequantizeLinear]; +"64 node_Conv_667" [id=64, type=Conv]; +"65 QuantizeLinear_getitem_30_1" [id=65, type=QuantizeLinear]; +"66 DequantizeLinear_getitem_30_1" [id=66, type=DequantizeLinear]; +"67 node_add_2" [id=67, type=Add]; +"68 node_relu_9" [id=68, type=Relu]; +"69 QuantizeLinear_relu_9_1" [id=69, type=QuantizeLinear]; +"70 DequantizeLinear_relu_9_1" [id=70, type=DequantizeLinear]; +"71 QuantizeLinear_layer2.0.conv1.weight_1" [id=71, type=QuantizeLinear]; +"72 DequantizeLinear_layer2.0.conv1.weight_1" [id=72, type=DequantizeLinear]; +"73 node_Conv_669" [id=73, type=Conv]; +"74 node_relu_10" [id=74, type=Relu]; +"75 QuantizeLinear_relu_10_1" [id=75, type=QuantizeLinear]; +"76 DequantizeLinear_relu_10_1" [id=76, type=DequantizeLinear]; +"77 QuantizeLinear_layer2.0.conv2.weight_1" [id=77, type=QuantizeLinear]; +"78 DequantizeLinear_layer2.0.conv2.weight_1" [id=78, type=DequantizeLinear]; +"79 node_Conv_671" [id=79, type=Conv]; +"80 node_relu_11" [id=80, type=Relu]; +"81 QuantizeLinear_relu_11_1" [id=81, type=QuantizeLinear]; +"82 DequantizeLinear_relu_11_1" [id=82, type=DequantizeLinear]; +"83 QuantizeLinear_layer2.0.conv3.weight_1" [id=83, type=QuantizeLinear]; +"84 DequantizeLinear_layer2.0.conv3.weight_1" [id=84, type=DequantizeLinear]; +"85 node_Conv_673" [id=85, type=Conv]; +"86 QuantizeLinear_layer2.0.downsample.0.weight_1" [id=86, type=QuantizeLinear]; +"87 DequantizeLinear_layer2.0.downsample.0.weight_1" [id=87, type=DequantizeLinear]; +"88 node_Conv_675" [id=88, type=Conv]; +"89 QuantizeLinear_getitem_39_1" [id=89, type=QuantizeLinear]; +"90 DequantizeLinear_getitem_39_1" [id=90, type=DequantizeLinear]; +"91 QuantizeLinear_getitem_42_1" [id=91, type=QuantizeLinear]; +"92 DequantizeLinear_getitem_42_1" [id=92, type=DequantizeLinear]; +"93 node_add_3" [id=93, type=Add]; +"94 node_relu_12" [id=94, type=Relu]; +"95 QuantizeLinear_relu_12_1" [id=95, type=QuantizeLinear]; +"96 DequantizeLinear_relu_12_1" [id=96, type=DequantizeLinear]; +"97 QuantizeLinear_layer2.1.conv1.weight_1" [id=97, type=QuantizeLinear]; +"98 DequantizeLinear_layer2.1.conv1.weight_1" [id=98, type=DequantizeLinear]; +"99 node_Conv_677" [id=99, type=Conv]; +"100 node_relu_13" [id=100, type=Relu]; +"101 QuantizeLinear_relu_13_1" [id=101, type=QuantizeLinear]; +"102 DequantizeLinear_relu_13_1" [id=102, type=DequantizeLinear]; +"103 QuantizeLinear_layer2.1.conv2.weight_1" [id=103, type=QuantizeLinear]; +"104 DequantizeLinear_layer2.1.conv2.weight_1" [id=104, type=DequantizeLinear]; +"105 node_Conv_679" [id=105, type=Conv]; +"106 node_relu_14" [id=106, type=Relu]; +"107 QuantizeLinear_relu_14_1" [id=107, type=QuantizeLinear]; +"108 DequantizeLinear_relu_14_1" [id=108, type=DequantizeLinear]; +"109 node_Conv_681" [id=109, type=Conv]; +"110 QuantizeLinear_getitem_51_1" [id=110, type=QuantizeLinear]; +"111 DequantizeLinear_getitem_51_1" [id=111, type=DequantizeLinear]; +"112 node_add_4" [id=112, type=Add]; +"113 node_relu_15" [id=113, type=Relu]; +"114 QuantizeLinear_relu_15_1" [id=114, type=QuantizeLinear]; +"115 DequantizeLinear_relu_15_1" [id=115, type=DequantizeLinear]; +"116 QuantizeLinear_layer2.2.conv1.weight_1" [id=116, type=QuantizeLinear]; +"117 DequantizeLinear_layer2.2.conv1.weight_1" [id=117, type=DequantizeLinear]; +"118 node_Conv_683" [id=118, type=Conv]; +"119 node_relu_16" [id=119, type=Relu]; +"120 QuantizeLinear_relu_16_1" [id=120, type=QuantizeLinear]; +"121 DequantizeLinear_relu_16_1" [id=121, type=DequantizeLinear]; +"122 QuantizeLinear_layer2.2.conv2.weight_1" [id=122, type=QuantizeLinear]; +"123 DequantizeLinear_layer2.2.conv2.weight_1" [id=123, type=DequantizeLinear]; +"124 node_Conv_685" [id=124, type=Conv]; +"125 node_relu_17" [id=125, type=Relu]; +"126 QuantizeLinear_relu_17_1" [id=126, type=QuantizeLinear]; +"127 DequantizeLinear_relu_17_1" [id=127, type=DequantizeLinear]; +"128 node_Conv_687" [id=128, type=Conv]; +"129 QuantizeLinear_getitem_60_1" [id=129, type=QuantizeLinear]; +"130 DequantizeLinear_getitem_60_1" [id=130, type=DequantizeLinear]; +"131 node_add_5" [id=131, type=Add]; +"132 node_relu_18" [id=132, type=Relu]; +"133 QuantizeLinear_relu_18_1" [id=133, type=QuantizeLinear]; +"134 DequantizeLinear_relu_18_1" [id=134, type=DequantizeLinear]; +"135 QuantizeLinear_layer2.3.conv1.weight_1" [id=135, type=QuantizeLinear]; +"136 DequantizeLinear_layer2.3.conv1.weight_1" [id=136, type=DequantizeLinear]; +"137 node_Conv_689" [id=137, type=Conv]; +"138 node_relu_19" [id=138, type=Relu]; +"139 QuantizeLinear_relu_19_1" [id=139, type=QuantizeLinear]; +"140 DequantizeLinear_relu_19_1" [id=140, type=DequantizeLinear]; +"141 QuantizeLinear_layer2.3.conv2.weight_1" [id=141, type=QuantizeLinear]; +"142 DequantizeLinear_layer2.3.conv2.weight_1" [id=142, type=DequantizeLinear]; +"143 node_Conv_691" [id=143, type=Conv]; +"144 node_relu_20" [id=144, type=Relu]; +"145 QuantizeLinear_relu_20_1" [id=145, type=QuantizeLinear]; +"146 DequantizeLinear_relu_20_1" [id=146, type=DequantizeLinear]; +"147 node_Conv_693" [id=147, type=Conv]; +"148 QuantizeLinear_getitem_69_1" [id=148, type=QuantizeLinear]; +"149 DequantizeLinear_getitem_69_1" [id=149, type=DequantizeLinear]; +"150 node_add_6" [id=150, type=Add]; +"151 node_relu_21" [id=151, type=Relu]; +"152 QuantizeLinear_relu_21_1" [id=152, type=QuantizeLinear]; +"153 DequantizeLinear_relu_21_1" [id=153, type=DequantizeLinear]; +"154 QuantizeLinear_layer3.0.conv1.weight_1" [id=154, type=QuantizeLinear]; +"155 DequantizeLinear_layer3.0.conv1.weight_1" [id=155, type=DequantizeLinear]; +"156 node_Conv_695" [id=156, type=Conv]; +"157 node_relu_22" [id=157, type=Relu]; +"158 QuantizeLinear_relu_22_1" [id=158, type=QuantizeLinear]; +"159 DequantizeLinear_relu_22_1" [id=159, type=DequantizeLinear]; +"160 QuantizeLinear_layer3.0.conv2.weight_1" [id=160, type=QuantizeLinear]; +"161 DequantizeLinear_layer3.0.conv2.weight_1" [id=161, type=DequantizeLinear]; +"162 node_Conv_697" [id=162, type=Conv]; +"163 node_relu_23" [id=163, type=Relu]; +"164 QuantizeLinear_relu_23_1" [id=164, type=QuantizeLinear]; +"165 DequantizeLinear_relu_23_1" [id=165, type=DequantizeLinear]; +"166 QuantizeLinear_layer3.0.conv3.weight_1" [id=166, type=QuantizeLinear]; +"167 DequantizeLinear_layer3.0.conv3.weight_1" [id=167, type=DequantizeLinear]; +"168 node_Conv_699" [id=168, type=Conv]; +"169 QuantizeLinear_layer3.0.downsample.0.weight_1" [id=169, type=QuantizeLinear]; +"170 DequantizeLinear_layer3.0.downsample.0.weight_1" [id=170, type=DequantizeLinear]; +"171 node_Conv_701" [id=171, type=Conv]; +"172 QuantizeLinear_getitem_78_1" [id=172, type=QuantizeLinear]; +"173 DequantizeLinear_getitem_78_1" [id=173, type=DequantizeLinear]; +"174 QuantizeLinear_getitem_81_1" [id=174, type=QuantizeLinear]; +"175 DequantizeLinear_getitem_81_1" [id=175, type=DequantizeLinear]; +"176 node_add_7" [id=176, type=Add]; +"177 node_relu_24" [id=177, type=Relu]; +"178 QuantizeLinear_relu_24_1" [id=178, type=QuantizeLinear]; +"179 DequantizeLinear_relu_24_1" [id=179, type=DequantizeLinear]; +"180 QuantizeLinear_layer3.1.conv1.weight_1" [id=180, type=QuantizeLinear]; +"181 DequantizeLinear_layer3.1.conv1.weight_1" [id=181, type=DequantizeLinear]; +"182 node_Conv_703" [id=182, type=Conv]; +"183 node_relu_25" [id=183, type=Relu]; +"184 QuantizeLinear_relu_25_1" [id=184, type=QuantizeLinear]; +"185 DequantizeLinear_relu_25_1" [id=185, type=DequantizeLinear]; +"186 QuantizeLinear_layer3.1.conv2.weight_1" [id=186, type=QuantizeLinear]; +"187 DequantizeLinear_layer3.1.conv2.weight_1" [id=187, type=DequantizeLinear]; +"188 node_Conv_705" [id=188, type=Conv]; +"189 node_relu_26" [id=189, type=Relu]; +"190 QuantizeLinear_relu_26_1" [id=190, type=QuantizeLinear]; +"191 DequantizeLinear_relu_26_1" [id=191, type=DequantizeLinear]; +"192 node_Conv_707" [id=192, type=Conv]; +"193 QuantizeLinear_getitem_90_1" [id=193, type=QuantizeLinear]; +"194 DequantizeLinear_getitem_90_1" [id=194, type=DequantizeLinear]; +"195 node_add_8" [id=195, type=Add]; +"196 node_relu_27" [id=196, type=Relu]; +"197 QuantizeLinear_relu_27_1" [id=197, type=QuantizeLinear]; +"198 DequantizeLinear_relu_27_1" [id=198, type=DequantizeLinear]; +"199 QuantizeLinear_layer3.2.conv1.weight_1" [id=199, type=QuantizeLinear]; +"200 DequantizeLinear_layer3.2.conv1.weight_1" [id=200, type=DequantizeLinear]; +"201 node_Conv_709" [id=201, type=Conv]; +"202 node_relu_28" [id=202, type=Relu]; +"203 QuantizeLinear_relu_28_1" [id=203, type=QuantizeLinear]; +"204 DequantizeLinear_relu_28_1" [id=204, type=DequantizeLinear]; +"205 QuantizeLinear_layer3.2.conv2.weight_1" [id=205, type=QuantizeLinear]; +"206 DequantizeLinear_layer3.2.conv2.weight_1" [id=206, type=DequantizeLinear]; +"207 node_Conv_711" [id=207, type=Conv]; +"208 node_relu_29" [id=208, type=Relu]; +"209 QuantizeLinear_relu_29_1" [id=209, type=QuantizeLinear]; +"210 DequantizeLinear_relu_29_1" [id=210, type=DequantizeLinear]; +"211 node_Conv_713" [id=211, type=Conv]; +"212 QuantizeLinear_getitem_99_1" [id=212, type=QuantizeLinear]; +"213 DequantizeLinear_getitem_99_1" [id=213, type=DequantizeLinear]; +"214 node_add_9" [id=214, type=Add]; +"215 node_relu_30" [id=215, type=Relu]; +"216 QuantizeLinear_relu_30_1" [id=216, type=QuantizeLinear]; +"217 DequantizeLinear_relu_30_1" [id=217, type=DequantizeLinear]; +"218 QuantizeLinear_layer3.3.conv1.weight_1" [id=218, type=QuantizeLinear]; +"219 DequantizeLinear_layer3.3.conv1.weight_1" [id=219, type=DequantizeLinear]; +"220 node_Conv_715" [id=220, type=Conv]; +"221 node_relu_31" [id=221, type=Relu]; +"222 QuantizeLinear_relu_31_1" [id=222, type=QuantizeLinear]; +"223 DequantizeLinear_relu_31_1" [id=223, type=DequantizeLinear]; +"224 QuantizeLinear_layer3.3.conv2.weight_1" [id=224, type=QuantizeLinear]; +"225 DequantizeLinear_layer3.3.conv2.weight_1" [id=225, type=DequantizeLinear]; +"226 node_Conv_717" [id=226, type=Conv]; +"227 node_relu_32" [id=227, type=Relu]; +"228 QuantizeLinear_relu_32_1" [id=228, type=QuantizeLinear]; +"229 DequantizeLinear_relu_32_1" [id=229, type=DequantizeLinear]; +"230 node_Conv_719" [id=230, type=Conv]; +"231 QuantizeLinear_getitem_108_1" [id=231, type=QuantizeLinear]; +"232 DequantizeLinear_getitem_108_1" [id=232, type=DequantizeLinear]; +"233 node_add_10" [id=233, type=Add]; +"234 node_relu_33" [id=234, type=Relu]; +"235 QuantizeLinear_relu_33_1" [id=235, type=QuantizeLinear]; +"236 DequantizeLinear_relu_33_1" [id=236, type=DequantizeLinear]; +"237 QuantizeLinear_layer3.4.conv1.weight_1" [id=237, type=QuantizeLinear]; +"238 DequantizeLinear_layer3.4.conv1.weight_1" [id=238, type=DequantizeLinear]; +"239 node_Conv_721" [id=239, type=Conv]; +"240 node_relu_34" [id=240, type=Relu]; +"241 QuantizeLinear_relu_34_1" [id=241, type=QuantizeLinear]; +"242 DequantizeLinear_relu_34_1" [id=242, type=DequantizeLinear]; +"243 QuantizeLinear_layer3.4.conv2.weight_1" [id=243, type=QuantizeLinear]; +"244 DequantizeLinear_layer3.4.conv2.weight_1" [id=244, type=DequantizeLinear]; +"245 node_Conv_723" [id=245, type=Conv]; +"246 node_relu_35" [id=246, type=Relu]; +"247 QuantizeLinear_relu_35_1" [id=247, type=QuantizeLinear]; +"248 DequantizeLinear_relu_35_1" [id=248, type=DequantizeLinear]; +"249 node_Conv_725" [id=249, type=Conv]; +"250 QuantizeLinear_getitem_117_1" [id=250, type=QuantizeLinear]; +"251 DequantizeLinear_getitem_117_1" [id=251, type=DequantizeLinear]; +"252 node_add_11" [id=252, type=Add]; +"253 node_relu_36" [id=253, type=Relu]; +"254 QuantizeLinear_relu_36_1" [id=254, type=QuantizeLinear]; +"255 DequantizeLinear_relu_36_1" [id=255, type=DequantizeLinear]; +"256 QuantizeLinear_layer3.5.conv1.weight_1" [id=256, type=QuantizeLinear]; +"257 DequantizeLinear_layer3.5.conv1.weight_1" [id=257, type=DequantizeLinear]; +"258 node_Conv_727" [id=258, type=Conv]; +"259 node_relu_37" [id=259, type=Relu]; +"260 QuantizeLinear_relu_37_1" [id=260, type=QuantizeLinear]; +"261 DequantizeLinear_relu_37_1" [id=261, type=DequantizeLinear]; +"262 QuantizeLinear_layer3.5.conv2.weight_1" [id=262, type=QuantizeLinear]; +"263 DequantizeLinear_layer3.5.conv2.weight_1" [id=263, type=DequantizeLinear]; +"264 node_Conv_729" [id=264, type=Conv]; +"265 node_relu_38" [id=265, type=Relu]; +"266 QuantizeLinear_relu_38_1" [id=266, type=QuantizeLinear]; +"267 DequantizeLinear_relu_38_1" [id=267, type=DequantizeLinear]; +"268 node_Conv_731" [id=268, type=Conv]; +"269 QuantizeLinear_getitem_126_1" [id=269, type=QuantizeLinear]; +"270 DequantizeLinear_getitem_126_1" [id=270, type=DequantizeLinear]; +"271 node_add_12" [id=271, type=Add]; +"272 node_relu_39" [id=272, type=Relu]; +"273 QuantizeLinear_relu_39_1" [id=273, type=QuantizeLinear]; +"274 DequantizeLinear_relu_39_1" [id=274, type=DequantizeLinear]; +"275 QuantizeLinear_layer4.0.conv1.weight_1" [id=275, type=QuantizeLinear]; +"276 DequantizeLinear_layer4.0.conv1.weight_1" [id=276, type=DequantizeLinear]; +"277 node_Conv_733" [id=277, type=Conv]; +"278 node_relu_40" [id=278, type=Relu]; +"279 QuantizeLinear_relu_40_1" [id=279, type=QuantizeLinear]; +"280 DequantizeLinear_relu_40_1" [id=280, type=DequantizeLinear]; +"281 QuantizeLinear_layer4.0.conv2.weight_1" [id=281, type=QuantizeLinear]; +"282 DequantizeLinear_layer4.0.conv2.weight_1" [id=282, type=DequantizeLinear]; +"283 node_Conv_735" [id=283, type=Conv]; +"284 node_relu_41" [id=284, type=Relu]; +"285 QuantizeLinear_relu_41_1" [id=285, type=QuantizeLinear]; +"286 DequantizeLinear_relu_41_1" [id=286, type=DequantizeLinear]; +"287 QuantizeLinear_layer4.0.conv3.weight_1" [id=287, type=QuantizeLinear]; +"288 DequantizeLinear_layer4.0.conv3.weight_1" [id=288, type=DequantizeLinear]; +"289 node_Conv_737" [id=289, type=Conv]; +"290 QuantizeLinear_layer4.0.downsample.0.weight_1" [id=290, type=QuantizeLinear]; +"291 DequantizeLinear_layer4.0.downsample.0.weight_1" [id=291, type=DequantizeLinear]; +"292 node_Conv_739" [id=292, type=Conv]; +"293 QuantizeLinear_getitem_135_1" [id=293, type=QuantizeLinear]; +"294 DequantizeLinear_getitem_135_1" [id=294, type=DequantizeLinear]; +"295 QuantizeLinear_getitem_138_1" [id=295, type=QuantizeLinear]; +"296 DequantizeLinear_getitem_138_1" [id=296, type=DequantizeLinear]; +"297 node_add_13" [id=297, type=Add]; +"298 node_relu_42" [id=298, type=Relu]; +"299 QuantizeLinear_relu_42_1" [id=299, type=QuantizeLinear]; +"300 DequantizeLinear_relu_42_1" [id=300, type=DequantizeLinear]; +"301 QuantizeLinear_layer4.1.conv1.weight_1" [id=301, type=QuantizeLinear]; +"302 DequantizeLinear_layer4.1.conv1.weight_1" [id=302, type=DequantizeLinear]; +"303 node_Conv_741" [id=303, type=Conv]; +"304 node_relu_43" [id=304, type=Relu]; +"305 QuantizeLinear_relu_43_1" [id=305, type=QuantizeLinear]; +"306 DequantizeLinear_relu_43_1" [id=306, type=DequantizeLinear]; +"307 QuantizeLinear_layer4.1.conv2.weight_1" [id=307, type=QuantizeLinear]; +"308 DequantizeLinear_layer4.1.conv2.weight_1" [id=308, type=DequantizeLinear]; +"309 node_Conv_743" [id=309, type=Conv]; +"310 node_relu_44" [id=310, type=Relu]; +"311 QuantizeLinear_relu_44_1" [id=311, type=QuantizeLinear]; +"312 DequantizeLinear_relu_44_1" [id=312, type=DequantizeLinear]; +"313 node_Conv_745" [id=313, type=Conv]; +"314 QuantizeLinear_getitem_147_1" [id=314, type=QuantizeLinear]; +"315 DequantizeLinear_getitem_147_1" [id=315, type=DequantizeLinear]; +"316 node_add_14" [id=316, type=Add]; +"317 node_relu_45" [id=317, type=Relu]; +"318 QuantizeLinear_relu_45_1" [id=318, type=QuantizeLinear]; +"319 DequantizeLinear_relu_45_1" [id=319, type=DequantizeLinear]; +"320 QuantizeLinear_layer4.2.conv1.weight_1" [id=320, type=QuantizeLinear]; +"321 DequantizeLinear_layer4.2.conv1.weight_1" [id=321, type=DequantizeLinear]; +"322 node_Conv_747" [id=322, type=Conv]; +"323 node_relu_46" [id=323, type=Relu]; +"324 QuantizeLinear_relu_46_1" [id=324, type=QuantizeLinear]; +"325 DequantizeLinear_relu_46_1" [id=325, type=DequantizeLinear]; +"326 QuantizeLinear_layer4.2.conv2.weight_1" [id=326, type=QuantizeLinear]; +"327 DequantizeLinear_layer4.2.conv2.weight_1" [id=327, type=DequantizeLinear]; +"328 node_Conv_749" [id=328, type=Conv]; +"329 node_relu_47" [id=329, type=Relu]; +"330 QuantizeLinear_relu_47_1" [id=330, type=QuantizeLinear]; +"331 DequantizeLinear_relu_47_1" [id=331, type=DequantizeLinear]; +"332 node_Conv_751" [id=332, type=Conv]; +"333 QuantizeLinear_getitem_156_1" [id=333, type=QuantizeLinear]; +"334 DequantizeLinear_getitem_156_1" [id=334, type=DequantizeLinear]; +"335 node_add_15" [id=335, type=Add]; +"336 node_relu_48" [id=336, type=Relu]; +"337 QuantizeLinear_relu_48_1" [id=337, type=QuantizeLinear]; +"338 DequantizeLinear_relu_48_1" [id=338, type=DequantizeLinear]; +"339 node_mean" [id=339, type=ReduceMean]; +"340 QuantizeLinear_mean_1" [id=340, type=QuantizeLinear]; +"341 DequantizeLinear_mean_1" [id=341, type=DequantizeLinear]; +"342 node_view" [id=342, type=Reshape]; "343 QuantizeLinear_fc.weight_1" [id=343, type=QuantizeLinear]; "344 DequantizeLinear_fc.weight_1" [id=344, type=DequantizeLinear]; -"345 /fc/Gemm" [id=345, type=Gemm]; -"346 nncf_model_input_0" [id=346, type=nncf_model_input]; -"347 nncf_model_output_0" [id=347, type=nncf_model_output]; -"0 QuantizeLinear_input.1_1" -> "1 DequantizeLinear_input.1_1" [label="[1, 3, 224, 224]", style=dashed]; -"1 DequantizeLinear_input.1_1" -> "4 /conv1/Conv" [label="[1, 3, 224, 224]", style=solid]; -"2 QuantizeLinear_onnx^^Conv_497_1" -> "3 DequantizeLinear_onnx^^Conv_497_1" [label="[64, 3, 7, 7]", style=dashed]; -"3 DequantizeLinear_onnx^^Conv_497_1" -> "4 /conv1/Conv" [label="[64, 3, 7, 7]", style=solid]; -"4 /conv1/Conv" -> "5 /relu/Relu" [label="[1, 64, 112, 112]", style=solid]; -"5 /relu/Relu" -> "6 QuantizeLinear_/relu/Relu_output_0_1" [label="[1, 64, 112, 112]", style=solid]; -"6 QuantizeLinear_/relu/Relu_output_0_1" -> "7 DequantizeLinear_/relu/Relu_output_0_1" [label="[1, 64, 112, 112]", style=dashed]; -"7 DequantizeLinear_/relu/Relu_output_0_1" -> "8 /maxpool/MaxPool" [label="[1, 64, 112, 112]", style=solid]; -"8 /maxpool/MaxPool" -> "11 /layer1/layer1.0/conv1/Conv" [label="[1, 64, 56, 56]", style=solid]; -"8 /maxpool/MaxPool" -> "24 /layer1/layer1.0/downsample/downsample.0/Conv" [label="[1, 64, 56, 56]", style=solid]; -"9 QuantizeLinear_onnx^^Conv_500_1" -> "10 DequantizeLinear_onnx^^Conv_500_1" [label="[64, 64, 1, 1]", style=dashed]; -"10 DequantizeLinear_onnx^^Conv_500_1" -> "11 /layer1/layer1.0/conv1/Conv" [label="[64, 64, 1, 1]", style=solid]; -"11 /layer1/layer1.0/conv1/Conv" -> "12 /layer1/layer1.0/relu/Relu" [label="[1, 64, 56, 56]", style=solid]; -"12 /layer1/layer1.0/relu/Relu" -> "13 QuantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [label="[1, 64, 56, 56]", style=solid]; -"13 QuantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" -> "14 DequantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [label="[1, 64, 56, 56]", style=dashed]; -"14 DequantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" -> "17 /layer1/layer1.0/conv2/Conv" [label="[1, 64, 56, 56]", style=solid]; -"15 QuantizeLinear_onnx^^Conv_503_1" -> "16 DequantizeLinear_onnx^^Conv_503_1" [label="[64, 64, 3, 3]", style=dashed]; -"16 DequantizeLinear_onnx^^Conv_503_1" -> "17 /layer1/layer1.0/conv2/Conv" [label="[64, 64, 3, 3]", style=solid]; -"17 /layer1/layer1.0/conv2/Conv" -> "18 /layer1/layer1.0/relu_1/Relu" [label="[1, 64, 56, 56]", style=solid]; -"18 /layer1/layer1.0/relu_1/Relu" -> "19 QuantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [label="[1, 64, 56, 56]", style=solid]; -"19 QuantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" -> "20 DequantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [label="[1, 64, 56, 56]", style=dashed]; -"20 DequantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" -> "21 /layer1/layer1.0/conv3/Conv" [label="[1, 64, 56, 56]", style=solid]; -"21 /layer1/layer1.0/conv3/Conv" -> "25 QuantizeLinear_/layer1/layer1.0/conv3/Conv_output_0_1" [label="[1, 256, 56, 56]", style=solid]; -"22 QuantizeLinear_onnx^^Conv_509_1" -> "23 DequantizeLinear_onnx^^Conv_509_1" [label="[256, 64, 1, 1]", style=dashed]; -"23 DequantizeLinear_onnx^^Conv_509_1" -> "24 /layer1/layer1.0/downsample/downsample.0/Conv" [label="[256, 64, 1, 1]", style=solid]; -"24 /layer1/layer1.0/downsample/downsample.0/Conv" -> "27 QuantizeLinear_/layer1/layer1.0/downsample/downsample.0/Conv_output_0_1" [label="[1, 256, 56, 56]", style=solid]; -"25 QuantizeLinear_/layer1/layer1.0/conv3/Conv_output_0_1" -> "26 DequantizeLinear_/layer1/layer1.0/conv3/Conv_output_0_1" [label="[1, 256, 56, 56]", style=dashed]; -"26 DequantizeLinear_/layer1/layer1.0/conv3/Conv_output_0_1" -> "29 /layer1/layer1.0/Add" [label="[1, 256, 56, 56]", style=solid]; -"27 QuantizeLinear_/layer1/layer1.0/downsample/downsample.0/Conv_output_0_1" -> "28 DequantizeLinear_/layer1/layer1.0/downsample/downsample.0/Conv_output_0_1" [label="[1, 256, 56, 56]", style=dashed]; -"28 DequantizeLinear_/layer1/layer1.0/downsample/downsample.0/Conv_output_0_1" -> "29 /layer1/layer1.0/Add" [label="[1, 256, 56, 56]", style=solid]; -"29 /layer1/layer1.0/Add" -> "30 /layer1/layer1.0/relu_2/Relu" [label="[1, 256, 56, 56]", style=solid]; -"30 /layer1/layer1.0/relu_2/Relu" -> "31 QuantizeLinear_/layer1/layer1.0/relu_2/Relu_output_0_1" [label="[1, 256, 56, 56]", style=solid]; -"31 QuantizeLinear_/layer1/layer1.0/relu_2/Relu_output_0_1" -> "32 DequantizeLinear_/layer1/layer1.0/relu_2/Relu_output_0_1" [label="[1, 256, 56, 56]", style=dashed]; -"32 DequantizeLinear_/layer1/layer1.0/relu_2/Relu_output_0_1" -> "35 /layer1/layer1.1/conv1/Conv" [label="[1, 256, 56, 56]", style=solid]; -"32 DequantizeLinear_/layer1/layer1.0/relu_2/Relu_output_0_1" -> "48 /layer1/layer1.1/Add" [label="[1, 256, 56, 56]", style=solid]; -"33 QuantizeLinear_onnx^^Conv_512_1" -> "34 DequantizeLinear_onnx^^Conv_512_1" [label="[64, 256, 1, 1]", style=dashed]; -"34 DequantizeLinear_onnx^^Conv_512_1" -> "35 /layer1/layer1.1/conv1/Conv" [label="[64, 256, 1, 1]", style=solid]; -"35 /layer1/layer1.1/conv1/Conv" -> "36 /layer1/layer1.1/relu/Relu" [label="[1, 64, 56, 56]", style=solid]; -"36 /layer1/layer1.1/relu/Relu" -> "37 QuantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [label="[1, 64, 56, 56]", style=solid]; -"37 QuantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" -> "38 DequantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [label="[1, 64, 56, 56]", style=dashed]; -"38 DequantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" -> "41 /layer1/layer1.1/conv2/Conv" [label="[1, 64, 56, 56]", style=solid]; -"39 QuantizeLinear_onnx^^Conv_515_1" -> "40 DequantizeLinear_onnx^^Conv_515_1" [label="[64, 64, 3, 3]", style=dashed]; -"40 DequantizeLinear_onnx^^Conv_515_1" -> "41 /layer1/layer1.1/conv2/Conv" [label="[64, 64, 3, 3]", style=solid]; -"41 /layer1/layer1.1/conv2/Conv" -> "42 /layer1/layer1.1/relu_1/Relu" [label="[1, 64, 56, 56]", style=solid]; -"42 /layer1/layer1.1/relu_1/Relu" -> "43 QuantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [label="[1, 64, 56, 56]", style=solid]; -"43 QuantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" -> "44 DequantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [label="[1, 64, 56, 56]", style=dashed]; -"44 DequantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" -> "45 /layer1/layer1.1/conv3/Conv" [label="[1, 64, 56, 56]", style=solid]; -"45 /layer1/layer1.1/conv3/Conv" -> "46 QuantizeLinear_/layer1/layer1.1/conv3/Conv_output_0_1" [label="[1, 256, 56, 56]", style=solid]; -"46 QuantizeLinear_/layer1/layer1.1/conv3/Conv_output_0_1" -> "47 DequantizeLinear_/layer1/layer1.1/conv3/Conv_output_0_1" [label="[1, 256, 56, 56]", style=dashed]; -"47 DequantizeLinear_/layer1/layer1.1/conv3/Conv_output_0_1" -> "48 /layer1/layer1.1/Add" [label="[1, 256, 56, 56]", style=solid]; -"48 /layer1/layer1.1/Add" -> "49 /layer1/layer1.1/relu_2/Relu" [label="[1, 256, 56, 56]", style=solid]; -"49 /layer1/layer1.1/relu_2/Relu" -> "50 QuantizeLinear_/layer1/layer1.1/relu_2/Relu_output_0_1" [label="[1, 256, 56, 56]", style=solid]; -"50 QuantizeLinear_/layer1/layer1.1/relu_2/Relu_output_0_1" -> "51 DequantizeLinear_/layer1/layer1.1/relu_2/Relu_output_0_1" [label="[1, 256, 56, 56]", style=dashed]; -"51 DequantizeLinear_/layer1/layer1.1/relu_2/Relu_output_0_1" -> "54 /layer1/layer1.2/conv1/Conv" [label="[1, 256, 56, 56]", style=solid]; -"51 DequantizeLinear_/layer1/layer1.1/relu_2/Relu_output_0_1" -> "67 /layer1/layer1.2/Add" [label="[1, 256, 56, 56]", style=solid]; -"52 QuantizeLinear_onnx^^Conv_521_1" -> "53 DequantizeLinear_onnx^^Conv_521_1" [label="[64, 256, 1, 1]", style=dashed]; -"53 DequantizeLinear_onnx^^Conv_521_1" -> "54 /layer1/layer1.2/conv1/Conv" [label="[64, 256, 1, 1]", style=solid]; -"54 /layer1/layer1.2/conv1/Conv" -> "55 /layer1/layer1.2/relu/Relu" [label="[1, 64, 56, 56]", style=solid]; -"55 /layer1/layer1.2/relu/Relu" -> "56 QuantizeLinear_/layer1/layer1.2/relu/Relu_output_0_1" [label="[1, 64, 56, 56]", style=solid]; -"56 QuantizeLinear_/layer1/layer1.2/relu/Relu_output_0_1" -> "57 DequantizeLinear_/layer1/layer1.2/relu/Relu_output_0_1" [label="[1, 64, 56, 56]", style=dashed]; -"57 DequantizeLinear_/layer1/layer1.2/relu/Relu_output_0_1" -> "60 /layer1/layer1.2/conv2/Conv" [label="[1, 64, 56, 56]", style=solid]; -"58 QuantizeLinear_onnx^^Conv_524_1" -> "59 DequantizeLinear_onnx^^Conv_524_1" [label="[64, 64, 3, 3]", style=dashed]; -"59 DequantizeLinear_onnx^^Conv_524_1" -> "60 /layer1/layer1.2/conv2/Conv" [label="[64, 64, 3, 3]", style=solid]; -"60 /layer1/layer1.2/conv2/Conv" -> "61 /layer1/layer1.2/relu_1/Relu" [label="[1, 64, 56, 56]", style=solid]; -"61 /layer1/layer1.2/relu_1/Relu" -> "62 QuantizeLinear_/layer1/layer1.2/relu_1/Relu_output_0_1" [label="[1, 64, 56, 56]", style=solid]; -"62 QuantizeLinear_/layer1/layer1.2/relu_1/Relu_output_0_1" -> "63 DequantizeLinear_/layer1/layer1.2/relu_1/Relu_output_0_1" [label="[1, 64, 56, 56]", style=dashed]; -"63 DequantizeLinear_/layer1/layer1.2/relu_1/Relu_output_0_1" -> "64 /layer1/layer1.2/conv3/Conv" [label="[1, 64, 56, 56]", style=solid]; -"64 /layer1/layer1.2/conv3/Conv" -> "65 QuantizeLinear_/layer1/layer1.2/conv3/Conv_output_0_1" [label="[1, 256, 56, 56]", style=solid]; -"65 QuantizeLinear_/layer1/layer1.2/conv3/Conv_output_0_1" -> "66 DequantizeLinear_/layer1/layer1.2/conv3/Conv_output_0_1" [label="[1, 256, 56, 56]", style=dashed]; -"66 DequantizeLinear_/layer1/layer1.2/conv3/Conv_output_0_1" -> "67 /layer1/layer1.2/Add" [label="[1, 256, 56, 56]", style=solid]; -"67 /layer1/layer1.2/Add" -> "68 /layer1/layer1.2/relu_2/Relu" [label="[1, 256, 56, 56]", style=solid]; -"68 /layer1/layer1.2/relu_2/Relu" -> "69 QuantizeLinear_/layer1/layer1.2/relu_2/Relu_output_0_1" [label="[1, 256, 56, 56]", style=solid]; -"69 QuantizeLinear_/layer1/layer1.2/relu_2/Relu_output_0_1" -> "70 DequantizeLinear_/layer1/layer1.2/relu_2/Relu_output_0_1" [label="[1, 256, 56, 56]", style=dashed]; -"70 DequantizeLinear_/layer1/layer1.2/relu_2/Relu_output_0_1" -> "73 /layer2/layer2.0/conv1/Conv" [label="[1, 256, 56, 56]", style=solid]; -"70 DequantizeLinear_/layer1/layer1.2/relu_2/Relu_output_0_1" -> "88 /layer2/layer2.0/downsample/downsample.0/Conv" [label="[1, 256, 56, 56]", style=solid]; -"71 QuantizeLinear_onnx^^Conv_530_1" -> "72 DequantizeLinear_onnx^^Conv_530_1" [label="[128, 256, 1, 1]", style=dashed]; -"72 DequantizeLinear_onnx^^Conv_530_1" -> "73 /layer2/layer2.0/conv1/Conv" [label="[128, 256, 1, 1]", style=solid]; -"73 /layer2/layer2.0/conv1/Conv" -> "74 /layer2/layer2.0/relu/Relu" [label="[1, 128, 56, 56]", style=solid]; -"74 /layer2/layer2.0/relu/Relu" -> "75 QuantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [label="[1, 128, 56, 56]", style=solid]; -"75 QuantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" -> "76 DequantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [label="[1, 128, 56, 56]", style=dashed]; -"76 DequantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" -> "79 /layer2/layer2.0/conv2/Conv" [label="[1, 128, 56, 56]", style=solid]; -"77 QuantizeLinear_onnx^^Conv_533_1" -> "78 DequantizeLinear_onnx^^Conv_533_1" [label="[128, 128, 3, 3]", style=dashed]; -"78 DequantizeLinear_onnx^^Conv_533_1" -> "79 /layer2/layer2.0/conv2/Conv" [label="[128, 128, 3, 3]", style=solid]; -"79 /layer2/layer2.0/conv2/Conv" -> "80 /layer2/layer2.0/relu_1/Relu" [label="[1, 128, 28, 28]", style=solid]; -"80 /layer2/layer2.0/relu_1/Relu" -> "81 QuantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"81 QuantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" -> "82 DequantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"82 DequantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" -> "85 /layer2/layer2.0/conv3/Conv" [label="[1, 128, 28, 28]", style=solid]; -"83 QuantizeLinear_onnx^^Conv_536_1" -> "84 DequantizeLinear_onnx^^Conv_536_1" [label="[512, 128, 1, 1]", style=dashed]; -"84 DequantizeLinear_onnx^^Conv_536_1" -> "85 /layer2/layer2.0/conv3/Conv" [label="[512, 128, 1, 1]", style=solid]; -"85 /layer2/layer2.0/conv3/Conv" -> "89 QuantizeLinear_/layer2/layer2.0/conv3/Conv_output_0_1" [label="[1, 512, 28, 28]", style=solid]; -"86 QuantizeLinear_onnx^^Conv_539_1" -> "87 DequantizeLinear_onnx^^Conv_539_1" [label="[512, 256, 1, 1]", style=dashed]; -"87 DequantizeLinear_onnx^^Conv_539_1" -> "88 /layer2/layer2.0/downsample/downsample.0/Conv" [label="[512, 256, 1, 1]", style=solid]; -"88 /layer2/layer2.0/downsample/downsample.0/Conv" -> "91 QuantizeLinear_/layer2/layer2.0/downsample/downsample.0/Conv_output_0_1" [label="[1, 512, 28, 28]", style=solid]; -"89 QuantizeLinear_/layer2/layer2.0/conv3/Conv_output_0_1" -> "90 DequantizeLinear_/layer2/layer2.0/conv3/Conv_output_0_1" [label="[1, 512, 28, 28]", style=dashed]; -"90 DequantizeLinear_/layer2/layer2.0/conv3/Conv_output_0_1" -> "93 /layer2/layer2.0/Add" [label="[1, 512, 28, 28]", style=solid]; -"91 QuantizeLinear_/layer2/layer2.0/downsample/downsample.0/Conv_output_0_1" -> "92 DequantizeLinear_/layer2/layer2.0/downsample/downsample.0/Conv_output_0_1" [label="[1, 512, 28, 28]", style=dashed]; -"92 DequantizeLinear_/layer2/layer2.0/downsample/downsample.0/Conv_output_0_1" -> "93 /layer2/layer2.0/Add" [label="[1, 512, 28, 28]", style=solid]; -"93 /layer2/layer2.0/Add" -> "94 /layer2/layer2.0/relu_2/Relu" [label="[1, 512, 28, 28]", style=solid]; -"94 /layer2/layer2.0/relu_2/Relu" -> "95 QuantizeLinear_/layer2/layer2.0/relu_2/Relu_output_0_1" [label="[1, 512, 28, 28]", style=solid]; -"95 QuantizeLinear_/layer2/layer2.0/relu_2/Relu_output_0_1" -> "96 DequantizeLinear_/layer2/layer2.0/relu_2/Relu_output_0_1" [label="[1, 512, 28, 28]", style=dashed]; -"96 DequantizeLinear_/layer2/layer2.0/relu_2/Relu_output_0_1" -> "99 /layer2/layer2.1/conv1/Conv" [label="[1, 512, 28, 28]", style=solid]; -"96 DequantizeLinear_/layer2/layer2.0/relu_2/Relu_output_0_1" -> "112 /layer2/layer2.1/Add" [label="[1, 512, 28, 28]", style=solid]; -"97 QuantizeLinear_onnx^^Conv_542_1" -> "98 DequantizeLinear_onnx^^Conv_542_1" [label="[128, 512, 1, 1]", style=dashed]; -"98 DequantizeLinear_onnx^^Conv_542_1" -> "99 /layer2/layer2.1/conv1/Conv" [label="[128, 512, 1, 1]", style=solid]; -"99 /layer2/layer2.1/conv1/Conv" -> "100 /layer2/layer2.1/relu/Relu" [label="[1, 128, 28, 28]", style=solid]; -"100 /layer2/layer2.1/relu/Relu" -> "101 QuantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"101 QuantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" -> "102 DequantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"102 DequantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" -> "105 /layer2/layer2.1/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"103 QuantizeLinear_onnx^^Conv_545_1" -> "104 DequantizeLinear_onnx^^Conv_545_1" [label="[128, 128, 3, 3]", style=dashed]; -"104 DequantizeLinear_onnx^^Conv_545_1" -> "105 /layer2/layer2.1/conv2/Conv" [label="[128, 128, 3, 3]", style=solid]; -"105 /layer2/layer2.1/conv2/Conv" -> "106 /layer2/layer2.1/relu_1/Relu" [label="[1, 128, 28, 28]", style=solid]; -"106 /layer2/layer2.1/relu_1/Relu" -> "107 QuantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"107 QuantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" -> "108 DequantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"108 DequantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" -> "109 /layer2/layer2.1/conv3/Conv" [label="[1, 128, 28, 28]", style=solid]; -"109 /layer2/layer2.1/conv3/Conv" -> "110 QuantizeLinear_/layer2/layer2.1/conv3/Conv_output_0_1" [label="[1, 512, 28, 28]", style=solid]; -"110 QuantizeLinear_/layer2/layer2.1/conv3/Conv_output_0_1" -> "111 DequantizeLinear_/layer2/layer2.1/conv3/Conv_output_0_1" [label="[1, 512, 28, 28]", style=dashed]; -"111 DequantizeLinear_/layer2/layer2.1/conv3/Conv_output_0_1" -> "112 /layer2/layer2.1/Add" [label="[1, 512, 28, 28]", style=solid]; -"112 /layer2/layer2.1/Add" -> "113 /layer2/layer2.1/relu_2/Relu" [label="[1, 512, 28, 28]", style=solid]; -"113 /layer2/layer2.1/relu_2/Relu" -> "114 QuantizeLinear_/layer2/layer2.1/relu_2/Relu_output_0_1" [label="[1, 512, 28, 28]", style=solid]; -"114 QuantizeLinear_/layer2/layer2.1/relu_2/Relu_output_0_1" -> "115 DequantizeLinear_/layer2/layer2.1/relu_2/Relu_output_0_1" [label="[1, 512, 28, 28]", style=dashed]; -"115 DequantizeLinear_/layer2/layer2.1/relu_2/Relu_output_0_1" -> "118 /layer2/layer2.2/conv1/Conv" [label="[1, 512, 28, 28]", style=solid]; -"115 DequantizeLinear_/layer2/layer2.1/relu_2/Relu_output_0_1" -> "131 /layer2/layer2.2/Add" [label="[1, 512, 28, 28]", style=solid]; -"116 QuantizeLinear_onnx^^Conv_551_1" -> "117 DequantizeLinear_onnx^^Conv_551_1" [label="[128, 512, 1, 1]", style=dashed]; -"117 DequantizeLinear_onnx^^Conv_551_1" -> "118 /layer2/layer2.2/conv1/Conv" [label="[128, 512, 1, 1]", style=solid]; -"118 /layer2/layer2.2/conv1/Conv" -> "119 /layer2/layer2.2/relu/Relu" [label="[1, 128, 28, 28]", style=solid]; -"119 /layer2/layer2.2/relu/Relu" -> "120 QuantizeLinear_/layer2/layer2.2/relu/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"120 QuantizeLinear_/layer2/layer2.2/relu/Relu_output_0_1" -> "121 DequantizeLinear_/layer2/layer2.2/relu/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"121 DequantizeLinear_/layer2/layer2.2/relu/Relu_output_0_1" -> "124 /layer2/layer2.2/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"122 QuantizeLinear_onnx^^Conv_554_1" -> "123 DequantizeLinear_onnx^^Conv_554_1" [label="[128, 128, 3, 3]", style=dashed]; -"123 DequantizeLinear_onnx^^Conv_554_1" -> "124 /layer2/layer2.2/conv2/Conv" [label="[128, 128, 3, 3]", style=solid]; -"124 /layer2/layer2.2/conv2/Conv" -> "125 /layer2/layer2.2/relu_1/Relu" [label="[1, 128, 28, 28]", style=solid]; -"125 /layer2/layer2.2/relu_1/Relu" -> "126 QuantizeLinear_/layer2/layer2.2/relu_1/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"126 QuantizeLinear_/layer2/layer2.2/relu_1/Relu_output_0_1" -> "127 DequantizeLinear_/layer2/layer2.2/relu_1/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"127 DequantizeLinear_/layer2/layer2.2/relu_1/Relu_output_0_1" -> "128 /layer2/layer2.2/conv3/Conv" [label="[1, 128, 28, 28]", style=solid]; -"128 /layer2/layer2.2/conv3/Conv" -> "129 QuantizeLinear_/layer2/layer2.2/conv3/Conv_output_0_1" [label="[1, 512, 28, 28]", style=solid]; -"129 QuantizeLinear_/layer2/layer2.2/conv3/Conv_output_0_1" -> "130 DequantizeLinear_/layer2/layer2.2/conv3/Conv_output_0_1" [label="[1, 512, 28, 28]", style=dashed]; -"130 DequantizeLinear_/layer2/layer2.2/conv3/Conv_output_0_1" -> "131 /layer2/layer2.2/Add" [label="[1, 512, 28, 28]", style=solid]; -"131 /layer2/layer2.2/Add" -> "132 /layer2/layer2.2/relu_2/Relu" [label="[1, 512, 28, 28]", style=solid]; -"132 /layer2/layer2.2/relu_2/Relu" -> "133 QuantizeLinear_/layer2/layer2.2/relu_2/Relu_output_0_1" [label="[1, 512, 28, 28]", style=solid]; -"133 QuantizeLinear_/layer2/layer2.2/relu_2/Relu_output_0_1" -> "134 DequantizeLinear_/layer2/layer2.2/relu_2/Relu_output_0_1" [label="[1, 512, 28, 28]", style=dashed]; -"134 DequantizeLinear_/layer2/layer2.2/relu_2/Relu_output_0_1" -> "137 /layer2/layer2.3/conv1/Conv" [label="[1, 512, 28, 28]", style=solid]; -"134 DequantizeLinear_/layer2/layer2.2/relu_2/Relu_output_0_1" -> "150 /layer2/layer2.3/Add" [label="[1, 512, 28, 28]", style=solid]; -"135 QuantizeLinear_onnx^^Conv_560_1" -> "136 DequantizeLinear_onnx^^Conv_560_1" [label="[128, 512, 1, 1]", style=dashed]; -"136 DequantizeLinear_onnx^^Conv_560_1" -> "137 /layer2/layer2.3/conv1/Conv" [label="[128, 512, 1, 1]", style=solid]; -"137 /layer2/layer2.3/conv1/Conv" -> "138 /layer2/layer2.3/relu/Relu" [label="[1, 128, 28, 28]", style=solid]; -"138 /layer2/layer2.3/relu/Relu" -> "139 QuantizeLinear_/layer2/layer2.3/relu/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"139 QuantizeLinear_/layer2/layer2.3/relu/Relu_output_0_1" -> "140 DequantizeLinear_/layer2/layer2.3/relu/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"140 DequantizeLinear_/layer2/layer2.3/relu/Relu_output_0_1" -> "143 /layer2/layer2.3/conv2/Conv" [label="[1, 128, 28, 28]", style=solid]; -"141 QuantizeLinear_onnx^^Conv_563_1" -> "142 DequantizeLinear_onnx^^Conv_563_1" [label="[128, 128, 3, 3]", style=dashed]; -"142 DequantizeLinear_onnx^^Conv_563_1" -> "143 /layer2/layer2.3/conv2/Conv" [label="[128, 128, 3, 3]", style=solid]; -"143 /layer2/layer2.3/conv2/Conv" -> "144 /layer2/layer2.3/relu_1/Relu" [label="[1, 128, 28, 28]", style=solid]; -"144 /layer2/layer2.3/relu_1/Relu" -> "145 QuantizeLinear_/layer2/layer2.3/relu_1/Relu_output_0_1" [label="[1, 128, 28, 28]", style=solid]; -"145 QuantizeLinear_/layer2/layer2.3/relu_1/Relu_output_0_1" -> "146 DequantizeLinear_/layer2/layer2.3/relu_1/Relu_output_0_1" [label="[1, 128, 28, 28]", style=dashed]; -"146 DequantizeLinear_/layer2/layer2.3/relu_1/Relu_output_0_1" -> "147 /layer2/layer2.3/conv3/Conv" [label="[1, 128, 28, 28]", style=solid]; -"147 /layer2/layer2.3/conv3/Conv" -> "148 QuantizeLinear_/layer2/layer2.3/conv3/Conv_output_0_1" [label="[1, 512, 28, 28]", style=solid]; -"148 QuantizeLinear_/layer2/layer2.3/conv3/Conv_output_0_1" -> "149 DequantizeLinear_/layer2/layer2.3/conv3/Conv_output_0_1" [label="[1, 512, 28, 28]", style=dashed]; -"149 DequantizeLinear_/layer2/layer2.3/conv3/Conv_output_0_1" -> "150 /layer2/layer2.3/Add" [label="[1, 512, 28, 28]", style=solid]; -"150 /layer2/layer2.3/Add" -> "151 /layer2/layer2.3/relu_2/Relu" [label="[1, 512, 28, 28]", style=solid]; -"151 /layer2/layer2.3/relu_2/Relu" -> "152 QuantizeLinear_/layer2/layer2.3/relu_2/Relu_output_0_1" [label="[1, 512, 28, 28]", style=solid]; -"152 QuantizeLinear_/layer2/layer2.3/relu_2/Relu_output_0_1" -> "153 DequantizeLinear_/layer2/layer2.3/relu_2/Relu_output_0_1" [label="[1, 512, 28, 28]", style=dashed]; -"153 DequantizeLinear_/layer2/layer2.3/relu_2/Relu_output_0_1" -> "156 /layer3/layer3.0/conv1/Conv" [label="[1, 512, 28, 28]", style=solid]; -"153 DequantizeLinear_/layer2/layer2.3/relu_2/Relu_output_0_1" -> "171 /layer3/layer3.0/downsample/downsample.0/Conv" [label="[1, 512, 28, 28]", style=solid]; -"154 QuantizeLinear_onnx^^Conv_569_1" -> "155 DequantizeLinear_onnx^^Conv_569_1" [label="[256, 512, 1, 1]", style=dashed]; -"155 DequantizeLinear_onnx^^Conv_569_1" -> "156 /layer3/layer3.0/conv1/Conv" [label="[256, 512, 1, 1]", style=solid]; -"156 /layer3/layer3.0/conv1/Conv" -> "157 /layer3/layer3.0/relu/Relu" [label="[1, 256, 28, 28]", style=solid]; -"157 /layer3/layer3.0/relu/Relu" -> "158 QuantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [label="[1, 256, 28, 28]", style=solid]; -"158 QuantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" -> "159 DequantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [label="[1, 256, 28, 28]", style=dashed]; -"159 DequantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" -> "162 /layer3/layer3.0/conv2/Conv" [label="[1, 256, 28, 28]", style=solid]; -"160 QuantizeLinear_onnx^^Conv_572_1" -> "161 DequantizeLinear_onnx^^Conv_572_1" [label="[256, 256, 3, 3]", style=dashed]; -"161 DequantizeLinear_onnx^^Conv_572_1" -> "162 /layer3/layer3.0/conv2/Conv" [label="[256, 256, 3, 3]", style=solid]; -"162 /layer3/layer3.0/conv2/Conv" -> "163 /layer3/layer3.0/relu_1/Relu" [label="[1, 256, 14, 14]", style=solid]; -"163 /layer3/layer3.0/relu_1/Relu" -> "164 QuantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"164 QuantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" -> "165 DequantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"165 DequantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" -> "168 /layer3/layer3.0/conv3/Conv" [label="[1, 256, 14, 14]", style=solid]; -"166 QuantizeLinear_onnx^^Conv_575_1" -> "167 DequantizeLinear_onnx^^Conv_575_1" [label="[1024, 256, 1, 1]", style=dashed]; -"167 DequantizeLinear_onnx^^Conv_575_1" -> "168 /layer3/layer3.0/conv3/Conv" [label="[1024, 256, 1, 1]", style=solid]; -"168 /layer3/layer3.0/conv3/Conv" -> "172 QuantizeLinear_/layer3/layer3.0/conv3/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"169 QuantizeLinear_onnx^^Conv_578_1" -> "170 DequantizeLinear_onnx^^Conv_578_1" [label="[1024, 512, 1, 1]", style=dashed]; -"170 DequantizeLinear_onnx^^Conv_578_1" -> "171 /layer3/layer3.0/downsample/downsample.0/Conv" [label="[1024, 512, 1, 1]", style=solid]; -"171 /layer3/layer3.0/downsample/downsample.0/Conv" -> "174 QuantizeLinear_/layer3/layer3.0/downsample/downsample.0/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"172 QuantizeLinear_/layer3/layer3.0/conv3/Conv_output_0_1" -> "173 DequantizeLinear_/layer3/layer3.0/conv3/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"173 DequantizeLinear_/layer3/layer3.0/conv3/Conv_output_0_1" -> "176 /layer3/layer3.0/Add" [label="[1, 1024, 14, 14]", style=solid]; -"174 QuantizeLinear_/layer3/layer3.0/downsample/downsample.0/Conv_output_0_1" -> "175 DequantizeLinear_/layer3/layer3.0/downsample/downsample.0/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"175 DequantizeLinear_/layer3/layer3.0/downsample/downsample.0/Conv_output_0_1" -> "176 /layer3/layer3.0/Add" [label="[1, 1024, 14, 14]", style=solid]; -"176 /layer3/layer3.0/Add" -> "177 /layer3/layer3.0/relu_2/Relu" [label="[1, 1024, 14, 14]", style=solid]; -"177 /layer3/layer3.0/relu_2/Relu" -> "178 QuantizeLinear_/layer3/layer3.0/relu_2/Relu_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"178 QuantizeLinear_/layer3/layer3.0/relu_2/Relu_output_0_1" -> "179 DequantizeLinear_/layer3/layer3.0/relu_2/Relu_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"179 DequantizeLinear_/layer3/layer3.0/relu_2/Relu_output_0_1" -> "182 /layer3/layer3.1/conv1/Conv" [label="[1, 1024, 14, 14]", style=solid]; -"179 DequantizeLinear_/layer3/layer3.0/relu_2/Relu_output_0_1" -> "195 /layer3/layer3.1/Add" [label="[1, 1024, 14, 14]", style=solid]; -"180 QuantizeLinear_onnx^^Conv_581_1" -> "181 DequantizeLinear_onnx^^Conv_581_1" [label="[256, 1024, 1, 1]", style=dashed]; -"181 DequantizeLinear_onnx^^Conv_581_1" -> "182 /layer3/layer3.1/conv1/Conv" [label="[256, 1024, 1, 1]", style=solid]; -"182 /layer3/layer3.1/conv1/Conv" -> "183 /layer3/layer3.1/relu/Relu" [label="[1, 256, 14, 14]", style=solid]; -"183 /layer3/layer3.1/relu/Relu" -> "184 QuantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"184 QuantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" -> "185 DequantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"185 DequantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" -> "188 /layer3/layer3.1/conv2/Conv" [label="[1, 256, 14, 14]", style=solid]; -"186 QuantizeLinear_onnx^^Conv_584_1" -> "187 DequantizeLinear_onnx^^Conv_584_1" [label="[256, 256, 3, 3]", style=dashed]; -"187 DequantizeLinear_onnx^^Conv_584_1" -> "188 /layer3/layer3.1/conv2/Conv" [label="[256, 256, 3, 3]", style=solid]; -"188 /layer3/layer3.1/conv2/Conv" -> "189 /layer3/layer3.1/relu_1/Relu" [label="[1, 256, 14, 14]", style=solid]; -"189 /layer3/layer3.1/relu_1/Relu" -> "190 QuantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"190 QuantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" -> "191 DequantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"191 DequantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" -> "192 /layer3/layer3.1/conv3/Conv" [label="[1, 256, 14, 14]", style=solid]; -"192 /layer3/layer3.1/conv3/Conv" -> "193 QuantizeLinear_/layer3/layer3.1/conv3/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"193 QuantizeLinear_/layer3/layer3.1/conv3/Conv_output_0_1" -> "194 DequantizeLinear_/layer3/layer3.1/conv3/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"194 DequantizeLinear_/layer3/layer3.1/conv3/Conv_output_0_1" -> "195 /layer3/layer3.1/Add" [label="[1, 1024, 14, 14]", style=solid]; -"195 /layer3/layer3.1/Add" -> "196 /layer3/layer3.1/relu_2/Relu" [label="[1, 1024, 14, 14]", style=solid]; -"196 /layer3/layer3.1/relu_2/Relu" -> "197 QuantizeLinear_/layer3/layer3.1/relu_2/Relu_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"197 QuantizeLinear_/layer3/layer3.1/relu_2/Relu_output_0_1" -> "198 DequantizeLinear_/layer3/layer3.1/relu_2/Relu_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"198 DequantizeLinear_/layer3/layer3.1/relu_2/Relu_output_0_1" -> "201 /layer3/layer3.2/conv1/Conv" [label="[1, 1024, 14, 14]", style=solid]; -"198 DequantizeLinear_/layer3/layer3.1/relu_2/Relu_output_0_1" -> "214 /layer3/layer3.2/Add" [label="[1, 1024, 14, 14]", style=solid]; -"199 QuantizeLinear_onnx^^Conv_590_1" -> "200 DequantizeLinear_onnx^^Conv_590_1" [label="[256, 1024, 1, 1]", style=dashed]; -"200 DequantizeLinear_onnx^^Conv_590_1" -> "201 /layer3/layer3.2/conv1/Conv" [label="[256, 1024, 1, 1]", style=solid]; -"201 /layer3/layer3.2/conv1/Conv" -> "202 /layer3/layer3.2/relu/Relu" [label="[1, 256, 14, 14]", style=solid]; -"202 /layer3/layer3.2/relu/Relu" -> "203 QuantizeLinear_/layer3/layer3.2/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"203 QuantizeLinear_/layer3/layer3.2/relu/Relu_output_0_1" -> "204 DequantizeLinear_/layer3/layer3.2/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"204 DequantizeLinear_/layer3/layer3.2/relu/Relu_output_0_1" -> "207 /layer3/layer3.2/conv2/Conv" [label="[1, 256, 14, 14]", style=solid]; -"205 QuantizeLinear_onnx^^Conv_593_1" -> "206 DequantizeLinear_onnx^^Conv_593_1" [label="[256, 256, 3, 3]", style=dashed]; -"206 DequantizeLinear_onnx^^Conv_593_1" -> "207 /layer3/layer3.2/conv2/Conv" [label="[256, 256, 3, 3]", style=solid]; -"207 /layer3/layer3.2/conv2/Conv" -> "208 /layer3/layer3.2/relu_1/Relu" [label="[1, 256, 14, 14]", style=solid]; -"208 /layer3/layer3.2/relu_1/Relu" -> "209 QuantizeLinear_/layer3/layer3.2/relu_1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"209 QuantizeLinear_/layer3/layer3.2/relu_1/Relu_output_0_1" -> "210 DequantizeLinear_/layer3/layer3.2/relu_1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"210 DequantizeLinear_/layer3/layer3.2/relu_1/Relu_output_0_1" -> "211 /layer3/layer3.2/conv3/Conv" [label="[1, 256, 14, 14]", style=solid]; -"211 /layer3/layer3.2/conv3/Conv" -> "212 QuantizeLinear_/layer3/layer3.2/conv3/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"212 QuantizeLinear_/layer3/layer3.2/conv3/Conv_output_0_1" -> "213 DequantizeLinear_/layer3/layer3.2/conv3/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"213 DequantizeLinear_/layer3/layer3.2/conv3/Conv_output_0_1" -> "214 /layer3/layer3.2/Add" [label="[1, 1024, 14, 14]", style=solid]; -"214 /layer3/layer3.2/Add" -> "215 /layer3/layer3.2/relu_2/Relu" [label="[1, 1024, 14, 14]", style=solid]; -"215 /layer3/layer3.2/relu_2/Relu" -> "216 QuantizeLinear_/layer3/layer3.2/relu_2/Relu_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"216 QuantizeLinear_/layer3/layer3.2/relu_2/Relu_output_0_1" -> "217 DequantizeLinear_/layer3/layer3.2/relu_2/Relu_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"217 DequantizeLinear_/layer3/layer3.2/relu_2/Relu_output_0_1" -> "220 /layer3/layer3.3/conv1/Conv" [label="[1, 1024, 14, 14]", style=solid]; -"217 DequantizeLinear_/layer3/layer3.2/relu_2/Relu_output_0_1" -> "233 /layer3/layer3.3/Add" [label="[1, 1024, 14, 14]", style=solid]; -"218 QuantizeLinear_onnx^^Conv_599_1" -> "219 DequantizeLinear_onnx^^Conv_599_1" [label="[256, 1024, 1, 1]", style=dashed]; -"219 DequantizeLinear_onnx^^Conv_599_1" -> "220 /layer3/layer3.3/conv1/Conv" [label="[256, 1024, 1, 1]", style=solid]; -"220 /layer3/layer3.3/conv1/Conv" -> "221 /layer3/layer3.3/relu/Relu" [label="[1, 256, 14, 14]", style=solid]; -"221 /layer3/layer3.3/relu/Relu" -> "222 QuantizeLinear_/layer3/layer3.3/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"222 QuantizeLinear_/layer3/layer3.3/relu/Relu_output_0_1" -> "223 DequantizeLinear_/layer3/layer3.3/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"223 DequantizeLinear_/layer3/layer3.3/relu/Relu_output_0_1" -> "226 /layer3/layer3.3/conv2/Conv" [label="[1, 256, 14, 14]", style=solid]; -"224 QuantizeLinear_onnx^^Conv_602_1" -> "225 DequantizeLinear_onnx^^Conv_602_1" [label="[256, 256, 3, 3]", style=dashed]; -"225 DequantizeLinear_onnx^^Conv_602_1" -> "226 /layer3/layer3.3/conv2/Conv" [label="[256, 256, 3, 3]", style=solid]; -"226 /layer3/layer3.3/conv2/Conv" -> "227 /layer3/layer3.3/relu_1/Relu" [label="[1, 256, 14, 14]", style=solid]; -"227 /layer3/layer3.3/relu_1/Relu" -> "228 QuantizeLinear_/layer3/layer3.3/relu_1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"228 QuantizeLinear_/layer3/layer3.3/relu_1/Relu_output_0_1" -> "229 DequantizeLinear_/layer3/layer3.3/relu_1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"229 DequantizeLinear_/layer3/layer3.3/relu_1/Relu_output_0_1" -> "230 /layer3/layer3.3/conv3/Conv" [label="[1, 256, 14, 14]", style=solid]; -"230 /layer3/layer3.3/conv3/Conv" -> "231 QuantizeLinear_/layer3/layer3.3/conv3/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"231 QuantizeLinear_/layer3/layer3.3/conv3/Conv_output_0_1" -> "232 DequantizeLinear_/layer3/layer3.3/conv3/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"232 DequantizeLinear_/layer3/layer3.3/conv3/Conv_output_0_1" -> "233 /layer3/layer3.3/Add" [label="[1, 1024, 14, 14]", style=solid]; -"233 /layer3/layer3.3/Add" -> "234 /layer3/layer3.3/relu_2/Relu" [label="[1, 1024, 14, 14]", style=solid]; -"234 /layer3/layer3.3/relu_2/Relu" -> "235 QuantizeLinear_/layer3/layer3.3/relu_2/Relu_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"235 QuantizeLinear_/layer3/layer3.3/relu_2/Relu_output_0_1" -> "236 DequantizeLinear_/layer3/layer3.3/relu_2/Relu_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"236 DequantizeLinear_/layer3/layer3.3/relu_2/Relu_output_0_1" -> "239 /layer3/layer3.4/conv1/Conv" [label="[1, 1024, 14, 14]", style=solid]; -"236 DequantizeLinear_/layer3/layer3.3/relu_2/Relu_output_0_1" -> "252 /layer3/layer3.4/Add" [label="[1, 1024, 14, 14]", style=solid]; -"237 QuantizeLinear_onnx^^Conv_608_1" -> "238 DequantizeLinear_onnx^^Conv_608_1" [label="[256, 1024, 1, 1]", style=dashed]; -"238 DequantizeLinear_onnx^^Conv_608_1" -> "239 /layer3/layer3.4/conv1/Conv" [label="[256, 1024, 1, 1]", style=solid]; -"239 /layer3/layer3.4/conv1/Conv" -> "240 /layer3/layer3.4/relu/Relu" [label="[1, 256, 14, 14]", style=solid]; -"240 /layer3/layer3.4/relu/Relu" -> "241 QuantizeLinear_/layer3/layer3.4/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"241 QuantizeLinear_/layer3/layer3.4/relu/Relu_output_0_1" -> "242 DequantizeLinear_/layer3/layer3.4/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"242 DequantizeLinear_/layer3/layer3.4/relu/Relu_output_0_1" -> "245 /layer3/layer3.4/conv2/Conv" [label="[1, 256, 14, 14]", style=solid]; -"243 QuantizeLinear_onnx^^Conv_611_1" -> "244 DequantizeLinear_onnx^^Conv_611_1" [label="[256, 256, 3, 3]", style=dashed]; -"244 DequantizeLinear_onnx^^Conv_611_1" -> "245 /layer3/layer3.4/conv2/Conv" [label="[256, 256, 3, 3]", style=solid]; -"245 /layer3/layer3.4/conv2/Conv" -> "246 /layer3/layer3.4/relu_1/Relu" [label="[1, 256, 14, 14]", style=solid]; -"246 /layer3/layer3.4/relu_1/Relu" -> "247 QuantizeLinear_/layer3/layer3.4/relu_1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"247 QuantizeLinear_/layer3/layer3.4/relu_1/Relu_output_0_1" -> "248 DequantizeLinear_/layer3/layer3.4/relu_1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"248 DequantizeLinear_/layer3/layer3.4/relu_1/Relu_output_0_1" -> "249 /layer3/layer3.4/conv3/Conv" [label="[1, 256, 14, 14]", style=solid]; -"249 /layer3/layer3.4/conv3/Conv" -> "250 QuantizeLinear_/layer3/layer3.4/conv3/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"250 QuantizeLinear_/layer3/layer3.4/conv3/Conv_output_0_1" -> "251 DequantizeLinear_/layer3/layer3.4/conv3/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"251 DequantizeLinear_/layer3/layer3.4/conv3/Conv_output_0_1" -> "252 /layer3/layer3.4/Add" [label="[1, 1024, 14, 14]", style=solid]; -"252 /layer3/layer3.4/Add" -> "253 /layer3/layer3.4/relu_2/Relu" [label="[1, 1024, 14, 14]", style=solid]; -"253 /layer3/layer3.4/relu_2/Relu" -> "254 QuantizeLinear_/layer3/layer3.4/relu_2/Relu_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"254 QuantizeLinear_/layer3/layer3.4/relu_2/Relu_output_0_1" -> "255 DequantizeLinear_/layer3/layer3.4/relu_2/Relu_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"255 DequantizeLinear_/layer3/layer3.4/relu_2/Relu_output_0_1" -> "258 /layer3/layer3.5/conv1/Conv" [label="[1, 1024, 14, 14]", style=solid]; -"255 DequantizeLinear_/layer3/layer3.4/relu_2/Relu_output_0_1" -> "271 /layer3/layer3.5/Add" [label="[1, 1024, 14, 14]", style=solid]; -"256 QuantizeLinear_onnx^^Conv_617_1" -> "257 DequantizeLinear_onnx^^Conv_617_1" [label="[256, 1024, 1, 1]", style=dashed]; -"257 DequantizeLinear_onnx^^Conv_617_1" -> "258 /layer3/layer3.5/conv1/Conv" [label="[256, 1024, 1, 1]", style=solid]; -"258 /layer3/layer3.5/conv1/Conv" -> "259 /layer3/layer3.5/relu/Relu" [label="[1, 256, 14, 14]", style=solid]; -"259 /layer3/layer3.5/relu/Relu" -> "260 QuantizeLinear_/layer3/layer3.5/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"260 QuantizeLinear_/layer3/layer3.5/relu/Relu_output_0_1" -> "261 DequantizeLinear_/layer3/layer3.5/relu/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"261 DequantizeLinear_/layer3/layer3.5/relu/Relu_output_0_1" -> "264 /layer3/layer3.5/conv2/Conv" [label="[1, 256, 14, 14]", style=solid]; -"262 QuantizeLinear_onnx^^Conv_620_1" -> "263 DequantizeLinear_onnx^^Conv_620_1" [label="[256, 256, 3, 3]", style=dashed]; -"263 DequantizeLinear_onnx^^Conv_620_1" -> "264 /layer3/layer3.5/conv2/Conv" [label="[256, 256, 3, 3]", style=solid]; -"264 /layer3/layer3.5/conv2/Conv" -> "265 /layer3/layer3.5/relu_1/Relu" [label="[1, 256, 14, 14]", style=solid]; -"265 /layer3/layer3.5/relu_1/Relu" -> "266 QuantizeLinear_/layer3/layer3.5/relu_1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=solid]; -"266 QuantizeLinear_/layer3/layer3.5/relu_1/Relu_output_0_1" -> "267 DequantizeLinear_/layer3/layer3.5/relu_1/Relu_output_0_1" [label="[1, 256, 14, 14]", style=dashed]; -"267 DequantizeLinear_/layer3/layer3.5/relu_1/Relu_output_0_1" -> "268 /layer3/layer3.5/conv3/Conv" [label="[1, 256, 14, 14]", style=solid]; -"268 /layer3/layer3.5/conv3/Conv" -> "269 QuantizeLinear_/layer3/layer3.5/conv3/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"269 QuantizeLinear_/layer3/layer3.5/conv3/Conv_output_0_1" -> "270 DequantizeLinear_/layer3/layer3.5/conv3/Conv_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"270 DequantizeLinear_/layer3/layer3.5/conv3/Conv_output_0_1" -> "271 /layer3/layer3.5/Add" [label="[1, 1024, 14, 14]", style=solid]; -"271 /layer3/layer3.5/Add" -> "272 /layer3/layer3.5/relu_2/Relu" [label="[1, 1024, 14, 14]", style=solid]; -"272 /layer3/layer3.5/relu_2/Relu" -> "273 QuantizeLinear_/layer3/layer3.5/relu_2/Relu_output_0_1" [label="[1, 1024, 14, 14]", style=solid]; -"273 QuantizeLinear_/layer3/layer3.5/relu_2/Relu_output_0_1" -> "274 DequantizeLinear_/layer3/layer3.5/relu_2/Relu_output_0_1" [label="[1, 1024, 14, 14]", style=dashed]; -"274 DequantizeLinear_/layer3/layer3.5/relu_2/Relu_output_0_1" -> "277 /layer4/layer4.0/conv1/Conv" [label="[1, 1024, 14, 14]", style=solid]; -"274 DequantizeLinear_/layer3/layer3.5/relu_2/Relu_output_0_1" -> "292 /layer4/layer4.0/downsample/downsample.0/Conv" [label="[1, 1024, 14, 14]", style=solid]; -"275 QuantizeLinear_onnx^^Conv_626_1" -> "276 DequantizeLinear_onnx^^Conv_626_1" [label="[512, 1024, 1, 1]", style=dashed]; -"276 DequantizeLinear_onnx^^Conv_626_1" -> "277 /layer4/layer4.0/conv1/Conv" [label="[512, 1024, 1, 1]", style=solid]; -"277 /layer4/layer4.0/conv1/Conv" -> "278 /layer4/layer4.0/relu/Relu" [label="[1, 512, 14, 14]", style=solid]; -"278 /layer4/layer4.0/relu/Relu" -> "279 QuantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [label="[1, 512, 14, 14]", style=solid]; -"279 QuantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" -> "280 DequantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [label="[1, 512, 14, 14]", style=dashed]; -"280 DequantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" -> "283 /layer4/layer4.0/conv2/Conv" [label="[1, 512, 14, 14]", style=solid]; -"281 QuantizeLinear_onnx^^Conv_629_1" -> "282 DequantizeLinear_onnx^^Conv_629_1" [label="[512, 512, 3, 3]", style=dashed]; -"282 DequantizeLinear_onnx^^Conv_629_1" -> "283 /layer4/layer4.0/conv2/Conv" [label="[512, 512, 3, 3]", style=solid]; -"283 /layer4/layer4.0/conv2/Conv" -> "284 /layer4/layer4.0/relu_1/Relu" [label="[1, 512, 7, 7]", style=solid]; -"284 /layer4/layer4.0/relu_1/Relu" -> "285 QuantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [label="[1, 512, 7, 7]", style=solid]; -"285 QuantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" -> "286 DequantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [label="[1, 512, 7, 7]", style=dashed]; -"286 DequantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" -> "289 /layer4/layer4.0/conv3/Conv" [label="[1, 512, 7, 7]", style=solid]; -"287 QuantizeLinear_onnx^^Conv_632_1" -> "288 DequantizeLinear_onnx^^Conv_632_1" [label="[2048, 512, 1, 1]", style=dashed]; -"288 DequantizeLinear_onnx^^Conv_632_1" -> "289 /layer4/layer4.0/conv3/Conv" [label="[2048, 512, 1, 1]", style=solid]; -"289 /layer4/layer4.0/conv3/Conv" -> "293 QuantizeLinear_/layer4/layer4.0/conv3/Conv_output_0_1" [label="[1, 2048, 7, 7]", style=solid]; -"290 QuantizeLinear_onnx^^Conv_635_1" -> "291 DequantizeLinear_onnx^^Conv_635_1" [label="[2048, 1024, 1, 1]", style=dashed]; -"291 DequantizeLinear_onnx^^Conv_635_1" -> "292 /layer4/layer4.0/downsample/downsample.0/Conv" [label="[2048, 1024, 1, 1]", style=solid]; -"292 /layer4/layer4.0/downsample/downsample.0/Conv" -> "295 QuantizeLinear_/layer4/layer4.0/downsample/downsample.0/Conv_output_0_1" [label="[1, 2048, 7, 7]", style=solid]; -"293 QuantizeLinear_/layer4/layer4.0/conv3/Conv_output_0_1" -> "294 DequantizeLinear_/layer4/layer4.0/conv3/Conv_output_0_1" [label="[1, 2048, 7, 7]", style=dashed]; -"294 DequantizeLinear_/layer4/layer4.0/conv3/Conv_output_0_1" -> "297 /layer4/layer4.0/Add" [label="[1, 2048, 7, 7]", style=solid]; -"295 QuantizeLinear_/layer4/layer4.0/downsample/downsample.0/Conv_output_0_1" -> "296 DequantizeLinear_/layer4/layer4.0/downsample/downsample.0/Conv_output_0_1" [label="[1, 2048, 7, 7]", style=dashed]; -"296 DequantizeLinear_/layer4/layer4.0/downsample/downsample.0/Conv_output_0_1" -> "297 /layer4/layer4.0/Add" [label="[1, 2048, 7, 7]", style=solid]; -"297 /layer4/layer4.0/Add" -> "298 /layer4/layer4.0/relu_2/Relu" [label="[1, 2048, 7, 7]", style=solid]; -"298 /layer4/layer4.0/relu_2/Relu" -> "299 QuantizeLinear_/layer4/layer4.0/relu_2/Relu_output_0_1" [label="[1, 2048, 7, 7]", style=solid]; -"299 QuantizeLinear_/layer4/layer4.0/relu_2/Relu_output_0_1" -> "300 DequantizeLinear_/layer4/layer4.0/relu_2/Relu_output_0_1" [label="[1, 2048, 7, 7]", style=dashed]; -"300 DequantizeLinear_/layer4/layer4.0/relu_2/Relu_output_0_1" -> "303 /layer4/layer4.1/conv1/Conv" [label="[1, 2048, 7, 7]", style=solid]; -"300 DequantizeLinear_/layer4/layer4.0/relu_2/Relu_output_0_1" -> "316 /layer4/layer4.1/Add" [label="[1, 2048, 7, 7]", style=solid]; -"301 QuantizeLinear_onnx^^Conv_638_1" -> "302 DequantizeLinear_onnx^^Conv_638_1" [label="[512, 2048, 1, 1]", style=dashed]; -"302 DequantizeLinear_onnx^^Conv_638_1" -> "303 /layer4/layer4.1/conv1/Conv" [label="[512, 2048, 1, 1]", style=solid]; -"303 /layer4/layer4.1/conv1/Conv" -> "304 /layer4/layer4.1/relu/Relu" [label="[1, 512, 7, 7]", style=solid]; -"304 /layer4/layer4.1/relu/Relu" -> "305 QuantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [label="[1, 512, 7, 7]", style=solid]; -"305 QuantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" -> "306 DequantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [label="[1, 512, 7, 7]", style=dashed]; -"306 DequantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" -> "309 /layer4/layer4.1/conv2/Conv" [label="[1, 512, 7, 7]", style=solid]; -"307 QuantizeLinear_onnx^^Conv_641_1" -> "308 DequantizeLinear_onnx^^Conv_641_1" [label="[512, 512, 3, 3]", style=dashed]; -"308 DequantizeLinear_onnx^^Conv_641_1" -> "309 /layer4/layer4.1/conv2/Conv" [label="[512, 512, 3, 3]", style=solid]; -"309 /layer4/layer4.1/conv2/Conv" -> "310 /layer4/layer4.1/relu_1/Relu" [label="[1, 512, 7, 7]", style=solid]; -"310 /layer4/layer4.1/relu_1/Relu" -> "311 QuantizeLinear_/layer4/layer4.1/relu_1/Relu_output_0_1" [label="[1, 512, 7, 7]", style=solid]; -"311 QuantizeLinear_/layer4/layer4.1/relu_1/Relu_output_0_1" -> "312 DequantizeLinear_/layer4/layer4.1/relu_1/Relu_output_0_1" [label="[1, 512, 7, 7]", style=dashed]; -"312 DequantizeLinear_/layer4/layer4.1/relu_1/Relu_output_0_1" -> "313 /layer4/layer4.1/conv3/Conv" [label="[1, 512, 7, 7]", style=solid]; -"313 /layer4/layer4.1/conv3/Conv" -> "314 QuantizeLinear_/layer4/layer4.1/conv3/Conv_output_0_1" [label="[1, 2048, 7, 7]", style=solid]; -"314 QuantizeLinear_/layer4/layer4.1/conv3/Conv_output_0_1" -> "315 DequantizeLinear_/layer4/layer4.1/conv3/Conv_output_0_1" [label="[1, 2048, 7, 7]", style=dashed]; -"315 DequantizeLinear_/layer4/layer4.1/conv3/Conv_output_0_1" -> "316 /layer4/layer4.1/Add" [label="[1, 2048, 7, 7]", style=solid]; -"316 /layer4/layer4.1/Add" -> "317 /layer4/layer4.1/relu_2/Relu" [label="[1, 2048, 7, 7]", style=solid]; -"317 /layer4/layer4.1/relu_2/Relu" -> "318 QuantizeLinear_/layer4/layer4.1/relu_2/Relu_output_0_1" [label="[1, 2048, 7, 7]", style=solid]; -"318 QuantizeLinear_/layer4/layer4.1/relu_2/Relu_output_0_1" -> "319 DequantizeLinear_/layer4/layer4.1/relu_2/Relu_output_0_1" [label="[1, 2048, 7, 7]", style=dashed]; -"319 DequantizeLinear_/layer4/layer4.1/relu_2/Relu_output_0_1" -> "322 /layer4/layer4.2/conv1/Conv" [label="[1, 2048, 7, 7]", style=solid]; -"319 DequantizeLinear_/layer4/layer4.1/relu_2/Relu_output_0_1" -> "335 /layer4/layer4.2/Add" [label="[1, 2048, 7, 7]", style=solid]; -"320 QuantizeLinear_onnx^^Conv_647_1" -> "321 DequantizeLinear_onnx^^Conv_647_1" [label="[512, 2048, 1, 1]", style=dashed]; -"321 DequantizeLinear_onnx^^Conv_647_1" -> "322 /layer4/layer4.2/conv1/Conv" [label="[512, 2048, 1, 1]", style=solid]; -"322 /layer4/layer4.2/conv1/Conv" -> "323 /layer4/layer4.2/relu/Relu" [label="[1, 512, 7, 7]", style=solid]; -"323 /layer4/layer4.2/relu/Relu" -> "324 QuantizeLinear_/layer4/layer4.2/relu/Relu_output_0_1" [label="[1, 512, 7, 7]", style=solid]; -"324 QuantizeLinear_/layer4/layer4.2/relu/Relu_output_0_1" -> "325 DequantizeLinear_/layer4/layer4.2/relu/Relu_output_0_1" [label="[1, 512, 7, 7]", style=dashed]; -"325 DequantizeLinear_/layer4/layer4.2/relu/Relu_output_0_1" -> "328 /layer4/layer4.2/conv2/Conv" [label="[1, 512, 7, 7]", style=solid]; -"326 QuantizeLinear_onnx^^Conv_650_1" -> "327 DequantizeLinear_onnx^^Conv_650_1" [label="[512, 512, 3, 3]", style=dashed]; -"327 DequantizeLinear_onnx^^Conv_650_1" -> "328 /layer4/layer4.2/conv2/Conv" [label="[512, 512, 3, 3]", style=solid]; -"328 /layer4/layer4.2/conv2/Conv" -> "329 /layer4/layer4.2/relu_1/Relu" [label="[1, 512, 7, 7]", style=solid]; -"329 /layer4/layer4.2/relu_1/Relu" -> "330 QuantizeLinear_/layer4/layer4.2/relu_1/Relu_output_0_1" [label="[1, 512, 7, 7]", style=solid]; -"330 QuantizeLinear_/layer4/layer4.2/relu_1/Relu_output_0_1" -> "331 DequantizeLinear_/layer4/layer4.2/relu_1/Relu_output_0_1" [label="[1, 512, 7, 7]", style=dashed]; -"331 DequantizeLinear_/layer4/layer4.2/relu_1/Relu_output_0_1" -> "332 /layer4/layer4.2/conv3/Conv" [label="[1, 512, 7, 7]", style=solid]; -"332 /layer4/layer4.2/conv3/Conv" -> "333 QuantizeLinear_/layer4/layer4.2/conv3/Conv_output_0_1" [label="[1, 2048, 7, 7]", style=solid]; -"333 QuantizeLinear_/layer4/layer4.2/conv3/Conv_output_0_1" -> "334 DequantizeLinear_/layer4/layer4.2/conv3/Conv_output_0_1" [label="[1, 2048, 7, 7]", style=dashed]; -"334 DequantizeLinear_/layer4/layer4.2/conv3/Conv_output_0_1" -> "335 /layer4/layer4.2/Add" [label="[1, 2048, 7, 7]", style=solid]; -"335 /layer4/layer4.2/Add" -> "336 /layer4/layer4.2/relu_2/Relu" [label="[1, 2048, 7, 7]", style=solid]; -"336 /layer4/layer4.2/relu_2/Relu" -> "337 QuantizeLinear_/layer4/layer4.2/relu_2/Relu_output_0_1" [label="[1, 2048, 7, 7]", style=solid]; -"337 QuantizeLinear_/layer4/layer4.2/relu_2/Relu_output_0_1" -> "338 DequantizeLinear_/layer4/layer4.2/relu_2/Relu_output_0_1" [label="[1, 2048, 7, 7]", style=dashed]; -"338 DequantizeLinear_/layer4/layer4.2/relu_2/Relu_output_0_1" -> "339 /avgpool/GlobalAveragePool" [label="[1, 2048, 7, 7]", style=solid]; -"339 /avgpool/GlobalAveragePool" -> "340 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [label="[1, 2048, 1, 1]", style=solid]; -"340 QuantizeLinear_/avgpool/GlobalAveragePool_output_0_1" -> "341 DequantizeLinear_/avgpool/GlobalAveragePool_output_0_1" [label="[1, 2048, 1, 1]", style=dashed]; -"341 DequantizeLinear_/avgpool/GlobalAveragePool_output_0_1" -> "342 /Flatten" [label="[1, 2048, 1, 1]", style=solid]; -"342 /Flatten" -> "345 /fc/Gemm" [label="[1, 2048]", style=solid]; -"343 QuantizeLinear_fc.weight_1" -> "344 DequantizeLinear_fc.weight_1" [label="[1000, 2048]", style=dashed]; -"344 DequantizeLinear_fc.weight_1" -> "345 /fc/Gemm" [label="[1000, 2048]", style=solid]; -"345 /fc/Gemm" -> "347 nncf_model_output_0" [label="[1, 1000]", style=solid]; -"346 nncf_model_input_0" -> "0 QuantizeLinear_input.1_1" [label="[1, 3, 224, 224]", style=solid]; +"345 node_linear" [id=345, type=Gemm]; +"346 nncf_model_input_0" [id=346, type="nncf_model_input"]; +"347 nncf_model_output_0" [id=347, type="nncf_model_output"]; +"0 QuantizeLinear_x_1" -> "1 DequantizeLinear_x_1" [style=dashed, label="[1, 3, 224, 224]"]; +"1 DequantizeLinear_x_1" -> "4 node_Conv_647" [style=solid, label="[1, 3, 224, 224]"]; +"2 QuantizeLinear_conv1.weight_1" -> "3 DequantizeLinear_conv1.weight_1" [style=dashed, label="[64, 3, 7, 7]"]; +"3 DequantizeLinear_conv1.weight_1" -> "4 node_Conv_647" [style=solid, label="[64, 3, 7, 7]"]; +"4 node_Conv_647" -> "5 node_relu" [style=solid, label="[1, 64, 112, 112]"]; +"5 node_relu" -> "6 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[style=solid, label="[1, 64, 56, 56]"]; +"15 QuantizeLinear_layer1.0.conv2.weight_1" -> "16 DequantizeLinear_layer1.0.conv2.weight_1" [style=dashed, label="[64, 64, 3, 3]"]; +"16 DequantizeLinear_layer1.0.conv2.weight_1" -> "17 node_Conv_651" [style=solid, label="[64, 64, 3, 3]"]; +"17 node_Conv_651" -> "18 node_relu_2" [style=solid, label="[1, 64, 56, 56]"]; +"18 node_relu_2" -> "19 QuantizeLinear_relu_2_1" [style=solid, label="[1, 64, 56, 56]"]; +"19 QuantizeLinear_relu_2_1" -> "20 DequantizeLinear_relu_2_1" [style=dashed, label="[1, 64, 56, 56]"]; +"20 DequantizeLinear_relu_2_1" -> "21 node_Conv_653" [style=solid, label="[1, 64, 56, 56]"]; +"21 node_Conv_653" -> "25 QuantizeLinear_getitem_9_1" [style=solid, label="[1, 256, 56, 56]"]; +"22 QuantizeLinear_layer1.0.downsample.0.weight_1" -> "23 DequantizeLinear_layer1.0.downsample.0.weight_1" [style=dashed, label="[256, 64, 1, 1]"]; +"23 DequantizeLinear_layer1.0.downsample.0.weight_1" -> "24 node_Conv_655" [style=solid, label="[256, 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node_relu_33" -> "235 QuantizeLinear_relu_33_1" [style=solid, label="[1, 1024, 14, 14]"]; +"235 QuantizeLinear_relu_33_1" -> "236 DequantizeLinear_relu_33_1" [style=dashed, label="[1, 1024, 14, 14]"]; +"236 DequantizeLinear_relu_33_1" -> "239 node_Conv_721" [style=solid, label="[1, 1024, 14, 14]"]; +"236 DequantizeLinear_relu_33_1" -> "252 node_add_11" [style=solid, label="[1, 1024, 14, 14]"]; +"237 QuantizeLinear_layer3.4.conv1.weight_1" -> "238 DequantizeLinear_layer3.4.conv1.weight_1" [style=dashed, label="[256, 1024, 1, 1]"]; +"238 DequantizeLinear_layer3.4.conv1.weight_1" -> "239 node_Conv_721" [style=solid, label="[256, 1024, 1, 1]"]; +"239 node_Conv_721" -> "240 node_relu_34" [style=solid, label="[1, 256, 14, 14]"]; +"240 node_relu_34" -> "241 QuantizeLinear_relu_34_1" [style=solid, label="[1, 256, 14, 14]"]; +"241 QuantizeLinear_relu_34_1" -> "242 DequantizeLinear_relu_34_1" [style=dashed, label="[1, 256, 14, 14]"]; +"242 DequantizeLinear_relu_34_1" -> "245 node_Conv_723" [style=solid, label="[1, 256, 14, 14]"]; +"243 QuantizeLinear_layer3.4.conv2.weight_1" -> "244 DequantizeLinear_layer3.4.conv2.weight_1" [style=dashed, label="[256, 256, 3, 3]"]; +"244 DequantizeLinear_layer3.4.conv2.weight_1" -> "245 node_Conv_723" [style=solid, label="[256, 256, 3, 3]"]; +"245 node_Conv_723" -> "246 node_relu_35" [style=solid, label="[1, 256, 14, 14]"]; +"246 node_relu_35" -> "247 QuantizeLinear_relu_35_1" [style=solid, label="[1, 256, 14, 14]"]; +"247 QuantizeLinear_relu_35_1" -> "248 DequantizeLinear_relu_35_1" [style=dashed, label="[1, 256, 14, 14]"]; +"248 DequantizeLinear_relu_35_1" -> "249 node_Conv_725" [style=solid, label="[1, 256, 14, 14]"]; +"249 node_Conv_725" -> "250 QuantizeLinear_getitem_117_1" [style=solid, label="[1, 1024, 14, 14]"]; +"250 QuantizeLinear_getitem_117_1" -> "251 DequantizeLinear_getitem_117_1" [style=dashed, label="[1, 1024, 14, 14]"]; +"251 DequantizeLinear_getitem_117_1" -> "252 node_add_11" [style=solid, label="[1, 1024, 14, 14]"]; 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label="[1000, 2048]"]; +"344 DequantizeLinear_fc.weight_1" -> "345 node_linear" [style=solid, label="[1000, 2048]"]; +"345 node_linear" -> "347 nncf_model_output_0" [style=solid, label="[1, 1000]"]; +"346 nncf_model_input_0" -> "0 QuantizeLinear_x_1" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/data/reference_graphs/quantization/shufflenet_v2_x1_0.dot b/tests/onnx/data/reference_graphs/quantization/shufflenet_v2_x1_0.dot index b1e0c42c485..00904e812cb 100644 --- a/tests/onnx/data/reference_graphs/quantization/shufflenet_v2_x1_0.dot +++ b/tests/onnx/data/reference_graphs/quantization/shufflenet_v2_x1_0.dot @@ -1,1294 +1,827 @@ -strict digraph { -"0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; -"1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_1139_1" [id=2, label="2 QuantizeLinear_onnx::Conv_1139_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_1139_1" [id=3, label="3 DequantizeLinear_onnx::Conv_1139_1", type=DequantizeLinear]; -"4 /conv1/conv1.0/Conv" [id=4, type=Conv]; -"5 /conv1/conv1.2/Relu" [id=5, type=Relu]; -"6 QuantizeLinear_/conv1/conv1.2/Relu_output_0_1" [id=6, type=QuantizeLinear]; -"7 DequantizeLinear_/conv1/conv1.2/Relu_output_0_1" [id=7, type=DequantizeLinear]; -"8 /maxpool/MaxPool" [id=8, type=MaxPool]; -"9 QuantizeLinear_onnx^^Conv_1142_1" [id=9, label="9 QuantizeLinear_onnx::Conv_1142_1", type=QuantizeLinear]; -"10 DequantizeLinear_onnx^^Conv_1142_1" [id=10, label="10 DequantizeLinear_onnx::Conv_1142_1", type=DequantizeLinear]; -"11 /stage2/stage2.0/branch1/branch1.0/Conv" [id=11, type=Conv]; -"12 QuantizeLinear_/stage2/stage2.0/branch1/branch1.0/Conv_output_0_1" [id=12, type=QuantizeLinear]; -"13 DequantizeLinear_/stage2/stage2.0/branch1/branch1.0/Conv_output_0_1" [id=13, type=DequantizeLinear]; -"14 QuantizeLinear_onnx^^Conv_1145_1" [id=14, label="14 QuantizeLinear_onnx::Conv_1145_1", type=QuantizeLinear]; -"15 DequantizeLinear_onnx^^Conv_1145_1" [id=15, label="15 DequantizeLinear_onnx::Conv_1145_1", type=DequantizeLinear]; -"16 /stage2/stage2.0/branch1/branch1.2/Conv" [id=16, type=Conv]; -"17 /stage2/stage2.0/branch1/branch1.4/Relu" [id=17, type=Relu]; -"18 QuantizeLinear_onnx^^Conv_1148_1" [id=18, label="18 QuantizeLinear_onnx::Conv_1148_1", type=QuantizeLinear]; -"19 DequantizeLinear_onnx^^Conv_1148_1" [id=19, label="19 DequantizeLinear_onnx::Conv_1148_1", type=DequantizeLinear]; -"20 /stage2/stage2.0/branch2/branch2.0/Conv" [id=20, type=Conv]; -"21 /stage2/stage2.0/branch2/branch2.2/Relu" [id=21, type=Relu]; -"22 QuantizeLinear_/stage2/stage2.0/branch2/branch2.2/Relu_output_0_1" [id=22, type=QuantizeLinear]; -"23 DequantizeLinear_/stage2/stage2.0/branch2/branch2.2/Relu_output_0_1" [id=23, type=DequantizeLinear]; -"24 QuantizeLinear_onnx^^Conv_1151_1" [id=24, label="24 QuantizeLinear_onnx::Conv_1151_1", type=QuantizeLinear]; -"25 DequantizeLinear_onnx^^Conv_1151_1" [id=25, label="25 DequantizeLinear_onnx::Conv_1151_1", type=DequantizeLinear]; -"26 /stage2/stage2.0/branch2/branch2.3/Conv" [id=26, type=Conv]; -"27 QuantizeLinear_/stage2/stage2.0/branch2/branch2.3/Conv_output_0_1" [id=27, type=QuantizeLinear]; -"28 DequantizeLinear_/stage2/stage2.0/branch2/branch2.3/Conv_output_0_1" [id=28, type=DequantizeLinear]; -"29 QuantizeLinear_onnx^^Conv_1154_1" [id=29, label="29 QuantizeLinear_onnx::Conv_1154_1", type=QuantizeLinear]; -"30 DequantizeLinear_onnx^^Conv_1154_1" [id=30, label="30 DequantizeLinear_onnx::Conv_1154_1", type=DequantizeLinear]; -"31 /stage2/stage2.0/branch2/branch2.5/Conv" [id=31, type=Conv]; -"32 /stage2/stage2.0/branch2/branch2.7/Relu" [id=32, type=Relu]; -"33 QuantizeLinear_/stage2/stage2.0/branch1/branch1.4/Relu_output_0_1" [id=33, type=QuantizeLinear]; -"34 DequantizeLinear_/stage2/stage2.0/branch1/branch1.4/Relu_output_0_1" [id=34, type=DequantizeLinear]; -"35 QuantizeLinear_/stage2/stage2.0/branch2/branch2.7/Relu_output_0_1" [id=35, type=QuantizeLinear]; -"36 DequantizeLinear_/stage2/stage2.0/branch2/branch2.7/Relu_output_0_1" [id=36, type=DequantizeLinear]; -"37 /stage2/stage2.0/Concat" [id=37, type=Concat]; -"38 /stage2/stage2.0/Constant" [id=38, type=Constant]; -"39 /stage2/stage2.0/Reshape" [id=39, type=Reshape]; -"40 /stage2/stage2.0/Transpose" [id=40, type=Transpose]; -"41 /stage2/stage2.0/Constant_1" [id=41, type=Constant]; -"42 /stage2/stage2.0/Reshape_1" [id=42, type=Reshape]; -"43 /stage2/stage2.1/Shape" [id=43, type=Shape]; -"44 /stage2/stage2.1/Constant" [id=44, type=Constant]; -"45 /stage2/stage2.1/Gather" [id=45, type=Gather]; -"46 /stage2/stage2.1/Constant_1" [id=46, type=Constant]; -"47 /stage2/stage2.1/Constant_2" [id=47, type=Constant]; -"48 /stage2/stage2.1/Add" [id=48, type=Add]; -"49 /stage2/stage2.1/Constant_3" [id=49, type=Constant]; -"50 /stage2/stage2.1/Div" [id=50, type=Div]; -"51 /stage2/stage2.1/Constant_4" [id=51, type=Constant]; -"52 /stage2/stage2.1/Mul" [id=52, type=Mul]; -"53 /stage2/stage2.1/Slice" [id=53, type=Slice]; -"54 /stage2/stage2.1/Constant_5" [id=54, type=Constant]; -"55 /stage2/stage2.1/Mul_1" [id=55, type=Mul]; -"56 /stage2/stage2.1/Slice_1" [id=56, type=Slice]; -"57 QuantizeLinear_onnx^^Conv_1157_1" [id=57, label="57 QuantizeLinear_onnx::Conv_1157_1", type=QuantizeLinear]; -"58 DequantizeLinear_onnx^^Conv_1157_1" [id=58, label="58 DequantizeLinear_onnx::Conv_1157_1", type=DequantizeLinear]; -"59 /stage2/stage2.1/branch2/branch2.0/Conv" [id=59, type=Conv]; -"60 /stage2/stage2.1/branch2/branch2.2/Relu" [id=60, type=Relu]; -"61 QuantizeLinear_/stage2/stage2.1/branch2/branch2.2/Relu_output_0_1" [id=61, type=QuantizeLinear]; -"62 DequantizeLinear_/stage2/stage2.1/branch2/branch2.2/Relu_output_0_1" [id=62, type=DequantizeLinear]; -"63 QuantizeLinear_onnx^^Conv_1160_1" [id=63, label="63 QuantizeLinear_onnx::Conv_1160_1", type=QuantizeLinear]; -"64 DequantizeLinear_onnx^^Conv_1160_1" [id=64, label="64 DequantizeLinear_onnx::Conv_1160_1", type=DequantizeLinear]; -"65 /stage2/stage2.1/branch2/branch2.3/Conv" [id=65, type=Conv]; -"66 QuantizeLinear_/stage2/stage2.1/branch2/branch2.3/Conv_output_0_1" [id=66, type=QuantizeLinear]; -"67 DequantizeLinear_/stage2/stage2.1/branch2/branch2.3/Conv_output_0_1" [id=67, type=DequantizeLinear]; -"68 QuantizeLinear_onnx^^Conv_1163_1" [id=68, label="68 QuantizeLinear_onnx::Conv_1163_1", type=QuantizeLinear]; -"69 DequantizeLinear_onnx^^Conv_1163_1" [id=69, label="69 DequantizeLinear_onnx::Conv_1163_1", type=DequantizeLinear]; -"70 /stage2/stage2.1/branch2/branch2.5/Conv" [id=70, type=Conv]; -"71 /stage2/stage2.1/branch2/branch2.7/Relu" [id=71, type=Relu]; -"72 QuantizeLinear_/stage2/stage2.1/branch2/branch2.7/Relu_output_0_1" [id=72, type=QuantizeLinear]; -"73 DequantizeLinear_/stage2/stage2.1/branch2/branch2.7/Relu_output_0_1" [id=73, type=DequantizeLinear]; -"74 /stage2/stage2.1/Concat" [id=74, type=Concat]; -"75 /stage2/stage2.1/Constant_6" [id=75, type=Constant]; -"76 /stage2/stage2.1/Reshape" [id=76, type=Reshape]; -"77 /stage2/stage2.1/Transpose" [id=77, type=Transpose]; -"78 /stage2/stage2.1/Constant_7" [id=78, type=Constant]; -"79 /stage2/stage2.1/Reshape_1" [id=79, type=Reshape]; -"80 /stage2/stage2.2/Shape" [id=80, type=Shape]; -"81 /stage2/stage2.2/Constant" [id=81, type=Constant]; -"82 /stage2/stage2.2/Gather" [id=82, type=Gather]; -"83 /stage2/stage2.2/Constant_1" [id=83, type=Constant]; -"84 /stage2/stage2.2/Constant_2" [id=84, type=Constant]; -"85 /stage2/stage2.2/Add" [id=85, type=Add]; -"86 /stage2/stage2.2/Constant_3" [id=86, type=Constant]; -"87 /stage2/stage2.2/Div" [id=87, type=Div]; -"88 /stage2/stage2.2/Constant_4" [id=88, type=Constant]; -"89 /stage2/stage2.2/Mul" [id=89, type=Mul]; -"90 /stage2/stage2.2/Slice" [id=90, type=Slice]; -"91 /stage2/stage2.2/Constant_5" [id=91, type=Constant]; -"92 /stage2/stage2.2/Mul_1" [id=92, type=Mul]; -"93 /stage2/stage2.2/Slice_1" [id=93, type=Slice]; -"94 QuantizeLinear_onnx^^Conv_1166_1" [id=94, label="94 QuantizeLinear_onnx::Conv_1166_1", type=QuantizeLinear]; -"95 DequantizeLinear_onnx^^Conv_1166_1" [id=95, label="95 DequantizeLinear_onnx::Conv_1166_1", type=DequantizeLinear]; -"96 /stage2/stage2.2/branch2/branch2.0/Conv" [id=96, type=Conv]; -"97 /stage2/stage2.2/branch2/branch2.2/Relu" [id=97, type=Relu]; -"98 QuantizeLinear_/stage2/stage2.2/branch2/branch2.2/Relu_output_0_1" [id=98, type=QuantizeLinear]; -"99 DequantizeLinear_/stage2/stage2.2/branch2/branch2.2/Relu_output_0_1" [id=99, type=DequantizeLinear]; -"100 QuantizeLinear_onnx^^Conv_1169_1" [id=100, label="100 QuantizeLinear_onnx::Conv_1169_1", type=QuantizeLinear]; -"101 DequantizeLinear_onnx^^Conv_1169_1" [id=101, label="101 DequantizeLinear_onnx::Conv_1169_1", type=DequantizeLinear]; -"102 /stage2/stage2.2/branch2/branch2.3/Conv" [id=102, type=Conv]; -"103 QuantizeLinear_/stage2/stage2.2/branch2/branch2.3/Conv_output_0_1" [id=103, type=QuantizeLinear]; -"104 DequantizeLinear_/stage2/stage2.2/branch2/branch2.3/Conv_output_0_1" [id=104, type=DequantizeLinear]; -"105 QuantizeLinear_onnx^^Conv_1172_1" [id=105, label="105 QuantizeLinear_onnx::Conv_1172_1", type=QuantizeLinear]; -"106 DequantizeLinear_onnx^^Conv_1172_1" [id=106, label="106 DequantizeLinear_onnx::Conv_1172_1", type=DequantizeLinear]; -"107 /stage2/stage2.2/branch2/branch2.5/Conv" [id=107, type=Conv]; -"108 /stage2/stage2.2/branch2/branch2.7/Relu" [id=108, type=Relu]; -"109 QuantizeLinear_/stage2/stage2.2/branch2/branch2.7/Relu_output_0_1" [id=109, type=QuantizeLinear]; -"110 DequantizeLinear_/stage2/stage2.2/branch2/branch2.7/Relu_output_0_1" [id=110, type=DequantizeLinear]; -"111 /stage2/stage2.2/Concat" [id=111, type=Concat]; -"112 /stage2/stage2.2/Constant_6" [id=112, type=Constant]; -"113 /stage2/stage2.2/Reshape" [id=113, type=Reshape]; -"114 /stage2/stage2.2/Transpose" [id=114, type=Transpose]; -"115 /stage2/stage2.2/Constant_7" [id=115, type=Constant]; -"116 /stage2/stage2.2/Reshape_1" [id=116, type=Reshape]; -"117 /stage2/stage2.3/Shape" [id=117, type=Shape]; -"118 /stage2/stage2.3/Constant" [id=118, type=Constant]; -"119 /stage2/stage2.3/Gather" [id=119, type=Gather]; -"120 /stage2/stage2.3/Constant_1" [id=120, type=Constant]; -"121 /stage2/stage2.3/Constant_2" [id=121, type=Constant]; -"122 /stage2/stage2.3/Add" [id=122, type=Add]; -"123 /stage2/stage2.3/Constant_3" [id=123, type=Constant]; -"124 /stage2/stage2.3/Div" [id=124, type=Div]; -"125 /stage2/stage2.3/Constant_4" [id=125, type=Constant]; -"126 /stage2/stage2.3/Mul" [id=126, type=Mul]; -"127 /stage2/stage2.3/Slice" [id=127, type=Slice]; -"128 /stage2/stage2.3/Constant_5" [id=128, type=Constant]; -"129 /stage2/stage2.3/Mul_1" [id=129, type=Mul]; -"130 /stage2/stage2.3/Slice_1" [id=130, type=Slice]; -"131 QuantizeLinear_onnx^^Conv_1175_1" [id=131, label="131 QuantizeLinear_onnx::Conv_1175_1", type=QuantizeLinear]; -"132 DequantizeLinear_onnx^^Conv_1175_1" [id=132, label="132 DequantizeLinear_onnx::Conv_1175_1", type=DequantizeLinear]; -"133 /stage2/stage2.3/branch2/branch2.0/Conv" [id=133, type=Conv]; -"134 /stage2/stage2.3/branch2/branch2.2/Relu" [id=134, type=Relu]; -"135 QuantizeLinear_/stage2/stage2.3/branch2/branch2.2/Relu_output_0_1" [id=135, type=QuantizeLinear]; -"136 DequantizeLinear_/stage2/stage2.3/branch2/branch2.2/Relu_output_0_1" [id=136, type=DequantizeLinear]; -"137 QuantizeLinear_onnx^^Conv_1178_1" [id=137, label="137 QuantizeLinear_onnx::Conv_1178_1", type=QuantizeLinear]; -"138 DequantizeLinear_onnx^^Conv_1178_1" [id=138, label="138 DequantizeLinear_onnx::Conv_1178_1", type=DequantizeLinear]; -"139 /stage2/stage2.3/branch2/branch2.3/Conv" [id=139, type=Conv]; -"140 QuantizeLinear_/stage2/stage2.3/branch2/branch2.3/Conv_output_0_1" [id=140, type=QuantizeLinear]; -"141 DequantizeLinear_/stage2/stage2.3/branch2/branch2.3/Conv_output_0_1" [id=141, type=DequantizeLinear]; -"142 QuantizeLinear_onnx^^Conv_1181_1" [id=142, label="142 QuantizeLinear_onnx::Conv_1181_1", type=QuantizeLinear]; -"143 DequantizeLinear_onnx^^Conv_1181_1" [id=143, label="143 DequantizeLinear_onnx::Conv_1181_1", type=DequantizeLinear]; -"144 /stage2/stage2.3/branch2/branch2.5/Conv" [id=144, type=Conv]; -"145 /stage2/stage2.3/branch2/branch2.7/Relu" [id=145, type=Relu]; -"146 QuantizeLinear_/stage2/stage2.3/branch2/branch2.7/Relu_output_0_1" [id=146, type=QuantizeLinear]; -"147 DequantizeLinear_/stage2/stage2.3/branch2/branch2.7/Relu_output_0_1" [id=147, type=DequantizeLinear]; -"148 /stage2/stage2.3/Concat" [id=148, type=Concat]; -"149 /stage2/stage2.3/Constant_6" [id=149, type=Constant]; -"150 /stage2/stage2.3/Reshape" [id=150, type=Reshape]; -"151 /stage2/stage2.3/Transpose" [id=151, type=Transpose]; -"152 /stage2/stage2.3/Constant_7" [id=152, type=Constant]; -"153 /stage2/stage2.3/Reshape_1" [id=153, type=Reshape]; -"154 QuantizeLinear_onnx^^Conv_1184_1" [id=154, label="154 QuantizeLinear_onnx::Conv_1184_1", type=QuantizeLinear]; -"155 DequantizeLinear_onnx^^Conv_1184_1" [id=155, label="155 DequantizeLinear_onnx::Conv_1184_1", type=DequantizeLinear]; -"156 /stage3/stage3.0/branch1/branch1.0/Conv" [id=156, type=Conv]; -"157 QuantizeLinear_/stage3/stage3.0/branch1/branch1.0/Conv_output_0_1" [id=157, type=QuantizeLinear]; -"158 DequantizeLinear_/stage3/stage3.0/branch1/branch1.0/Conv_output_0_1" [id=158, type=DequantizeLinear]; -"159 QuantizeLinear_onnx^^Conv_1187_1" [id=159, label="159 QuantizeLinear_onnx::Conv_1187_1", type=QuantizeLinear]; -"160 DequantizeLinear_onnx^^Conv_1187_1" [id=160, label="160 DequantizeLinear_onnx::Conv_1187_1", type=DequantizeLinear]; -"161 /stage3/stage3.0/branch1/branch1.2/Conv" [id=161, type=Conv]; -"162 /stage3/stage3.0/branch1/branch1.4/Relu" [id=162, type=Relu]; -"163 QuantizeLinear_onnx^^Conv_1190_1" [id=163, label="163 QuantizeLinear_onnx::Conv_1190_1", type=QuantizeLinear]; -"164 DequantizeLinear_onnx^^Conv_1190_1" [id=164, label="164 DequantizeLinear_onnx::Conv_1190_1", type=DequantizeLinear]; -"165 /stage3/stage3.0/branch2/branch2.0/Conv" [id=165, type=Conv]; -"166 /stage3/stage3.0/branch2/branch2.2/Relu" [id=166, type=Relu]; -"167 QuantizeLinear_/stage3/stage3.0/branch2/branch2.2/Relu_output_0_1" [id=167, type=QuantizeLinear]; -"168 DequantizeLinear_/stage3/stage3.0/branch2/branch2.2/Relu_output_0_1" [id=168, type=DequantizeLinear]; -"169 QuantizeLinear_onnx^^Conv_1193_1" [id=169, label="169 QuantizeLinear_onnx::Conv_1193_1", type=QuantizeLinear]; -"170 DequantizeLinear_onnx^^Conv_1193_1" [id=170, label="170 DequantizeLinear_onnx::Conv_1193_1", type=DequantizeLinear]; -"171 /stage3/stage3.0/branch2/branch2.3/Conv" [id=171, type=Conv]; -"172 QuantizeLinear_/stage3/stage3.0/branch2/branch2.3/Conv_output_0_1" [id=172, type=QuantizeLinear]; -"173 DequantizeLinear_/stage3/stage3.0/branch2/branch2.3/Conv_output_0_1" [id=173, type=DequantizeLinear]; -"174 QuantizeLinear_onnx^^Conv_1196_1" [id=174, label="174 QuantizeLinear_onnx::Conv_1196_1", type=QuantizeLinear]; -"175 DequantizeLinear_onnx^^Conv_1196_1" [id=175, label="175 DequantizeLinear_onnx::Conv_1196_1", type=DequantizeLinear]; -"176 /stage3/stage3.0/branch2/branch2.5/Conv" [id=176, type=Conv]; -"177 /stage3/stage3.0/branch2/branch2.7/Relu" [id=177, type=Relu]; -"178 QuantizeLinear_/stage3/stage3.0/branch1/branch1.4/Relu_output_0_1" [id=178, type=QuantizeLinear]; -"179 DequantizeLinear_/stage3/stage3.0/branch1/branch1.4/Relu_output_0_1" [id=179, type=DequantizeLinear]; -"180 QuantizeLinear_/stage3/stage3.0/branch2/branch2.7/Relu_output_0_1" [id=180, type=QuantizeLinear]; -"181 DequantizeLinear_/stage3/stage3.0/branch2/branch2.7/Relu_output_0_1" [id=181, type=DequantizeLinear]; -"182 /stage3/stage3.0/Concat" [id=182, type=Concat]; -"183 /stage3/stage3.0/Constant" [id=183, type=Constant]; -"184 /stage3/stage3.0/Reshape" [id=184, type=Reshape]; -"185 /stage3/stage3.0/Transpose" [id=185, type=Transpose]; -"186 /stage3/stage3.0/Constant_1" [id=186, type=Constant]; -"187 /stage3/stage3.0/Reshape_1" [id=187, type=Reshape]; -"188 /stage3/stage3.1/Shape" [id=188, type=Shape]; -"189 /stage3/stage3.1/Constant" [id=189, type=Constant]; -"190 /stage3/stage3.1/Gather" [id=190, type=Gather]; -"191 /stage3/stage3.1/Constant_1" [id=191, type=Constant]; -"192 /stage3/stage3.1/Constant_2" [id=192, type=Constant]; -"193 /stage3/stage3.1/Add" [id=193, type=Add]; -"194 /stage3/stage3.1/Constant_3" [id=194, type=Constant]; -"195 /stage3/stage3.1/Div" [id=195, type=Div]; -"196 /stage3/stage3.1/Constant_4" [id=196, type=Constant]; -"197 /stage3/stage3.1/Mul" [id=197, type=Mul]; -"198 /stage3/stage3.1/Slice" [id=198, type=Slice]; -"199 /stage3/stage3.1/Constant_5" [id=199, type=Constant]; -"200 /stage3/stage3.1/Mul_1" [id=200, type=Mul]; -"201 /stage3/stage3.1/Slice_1" [id=201, type=Slice]; -"202 QuantizeLinear_onnx^^Conv_1199_1" [id=202, label="202 QuantizeLinear_onnx::Conv_1199_1", type=QuantizeLinear]; -"203 DequantizeLinear_onnx^^Conv_1199_1" [id=203, label="203 DequantizeLinear_onnx::Conv_1199_1", type=DequantizeLinear]; -"204 /stage3/stage3.1/branch2/branch2.0/Conv" [id=204, type=Conv]; -"205 /stage3/stage3.1/branch2/branch2.2/Relu" [id=205, type=Relu]; -"206 QuantizeLinear_/stage3/stage3.1/branch2/branch2.2/Relu_output_0_1" [id=206, type=QuantizeLinear]; -"207 DequantizeLinear_/stage3/stage3.1/branch2/branch2.2/Relu_output_0_1" [id=207, type=DequantizeLinear]; -"208 QuantizeLinear_onnx^^Conv_1202_1" [id=208, label="208 QuantizeLinear_onnx::Conv_1202_1", type=QuantizeLinear]; -"209 DequantizeLinear_onnx^^Conv_1202_1" [id=209, label="209 DequantizeLinear_onnx::Conv_1202_1", type=DequantizeLinear]; -"210 /stage3/stage3.1/branch2/branch2.3/Conv" [id=210, type=Conv]; -"211 QuantizeLinear_/stage3/stage3.1/branch2/branch2.3/Conv_output_0_1" [id=211, type=QuantizeLinear]; -"212 DequantizeLinear_/stage3/stage3.1/branch2/branch2.3/Conv_output_0_1" [id=212, type=DequantizeLinear]; -"213 QuantizeLinear_onnx^^Conv_1205_1" [id=213, label="213 QuantizeLinear_onnx::Conv_1205_1", type=QuantizeLinear]; -"214 DequantizeLinear_onnx^^Conv_1205_1" [id=214, label="214 DequantizeLinear_onnx::Conv_1205_1", type=DequantizeLinear]; -"215 /stage3/stage3.1/branch2/branch2.5/Conv" [id=215, type=Conv]; -"216 /stage3/stage3.1/branch2/branch2.7/Relu" [id=216, type=Relu]; -"217 QuantizeLinear_/stage3/stage3.1/branch2/branch2.7/Relu_output_0_1" [id=217, type=QuantizeLinear]; -"218 DequantizeLinear_/stage3/stage3.1/branch2/branch2.7/Relu_output_0_1" [id=218, type=DequantizeLinear]; -"219 /stage3/stage3.1/Concat" [id=219, type=Concat]; -"220 /stage3/stage3.1/Constant_6" [id=220, type=Constant]; -"221 /stage3/stage3.1/Reshape" [id=221, type=Reshape]; -"222 /stage3/stage3.1/Transpose" [id=222, type=Transpose]; -"223 /stage3/stage3.1/Constant_7" [id=223, type=Constant]; -"224 /stage3/stage3.1/Reshape_1" [id=224, type=Reshape]; -"225 /stage3/stage3.2/Shape" [id=225, type=Shape]; -"226 /stage3/stage3.2/Constant" [id=226, type=Constant]; -"227 /stage3/stage3.2/Gather" [id=227, type=Gather]; -"228 /stage3/stage3.2/Constant_1" [id=228, type=Constant]; -"229 /stage3/stage3.2/Constant_2" [id=229, type=Constant]; -"230 /stage3/stage3.2/Add" [id=230, type=Add]; -"231 /stage3/stage3.2/Constant_3" [id=231, type=Constant]; -"232 /stage3/stage3.2/Div" [id=232, type=Div]; -"233 /stage3/stage3.2/Constant_4" [id=233, type=Constant]; -"234 /stage3/stage3.2/Mul" [id=234, type=Mul]; -"235 /stage3/stage3.2/Slice" [id=235, type=Slice]; -"236 /stage3/stage3.2/Constant_5" [id=236, type=Constant]; -"237 /stage3/stage3.2/Mul_1" [id=237, type=Mul]; -"238 /stage3/stage3.2/Slice_1" [id=238, type=Slice]; -"239 QuantizeLinear_onnx^^Conv_1208_1" [id=239, label="239 QuantizeLinear_onnx::Conv_1208_1", type=QuantizeLinear]; -"240 DequantizeLinear_onnx^^Conv_1208_1" [id=240, label="240 DequantizeLinear_onnx::Conv_1208_1", type=DequantizeLinear]; -"241 /stage3/stage3.2/branch2/branch2.0/Conv" [id=241, type=Conv]; -"242 /stage3/stage3.2/branch2/branch2.2/Relu" [id=242, type=Relu]; -"243 QuantizeLinear_/stage3/stage3.2/branch2/branch2.2/Relu_output_0_1" [id=243, type=QuantizeLinear]; -"244 DequantizeLinear_/stage3/stage3.2/branch2/branch2.2/Relu_output_0_1" [id=244, type=DequantizeLinear]; -"245 QuantizeLinear_onnx^^Conv_1211_1" [id=245, label="245 QuantizeLinear_onnx::Conv_1211_1", type=QuantizeLinear]; -"246 DequantizeLinear_onnx^^Conv_1211_1" [id=246, label="246 DequantizeLinear_onnx::Conv_1211_1", type=DequantizeLinear]; -"247 /stage3/stage3.2/branch2/branch2.3/Conv" [id=247, type=Conv]; -"248 QuantizeLinear_/stage3/stage3.2/branch2/branch2.3/Conv_output_0_1" [id=248, type=QuantizeLinear]; -"249 DequantizeLinear_/stage3/stage3.2/branch2/branch2.3/Conv_output_0_1" [id=249, type=DequantizeLinear]; -"250 QuantizeLinear_onnx^^Conv_1214_1" [id=250, label="250 QuantizeLinear_onnx::Conv_1214_1", type=QuantizeLinear]; -"251 DequantizeLinear_onnx^^Conv_1214_1" [id=251, label="251 DequantizeLinear_onnx::Conv_1214_1", type=DequantizeLinear]; -"252 /stage3/stage3.2/branch2/branch2.5/Conv" [id=252, type=Conv]; -"253 /stage3/stage3.2/branch2/branch2.7/Relu" [id=253, type=Relu]; -"254 QuantizeLinear_/stage3/stage3.2/branch2/branch2.7/Relu_output_0_1" [id=254, type=QuantizeLinear]; -"255 DequantizeLinear_/stage3/stage3.2/branch2/branch2.7/Relu_output_0_1" [id=255, type=DequantizeLinear]; -"256 /stage3/stage3.2/Concat" [id=256, type=Concat]; -"257 /stage3/stage3.2/Constant_6" [id=257, type=Constant]; -"258 /stage3/stage3.2/Reshape" [id=258, type=Reshape]; -"259 /stage3/stage3.2/Transpose" [id=259, type=Transpose]; -"260 /stage3/stage3.2/Constant_7" [id=260, type=Constant]; -"261 /stage3/stage3.2/Reshape_1" [id=261, type=Reshape]; -"262 /stage3/stage3.3/Shape" [id=262, type=Shape]; -"263 /stage3/stage3.3/Constant" [id=263, type=Constant]; -"264 /stage3/stage3.3/Gather" [id=264, type=Gather]; -"265 /stage3/stage3.3/Constant_1" [id=265, type=Constant]; -"266 /stage3/stage3.3/Constant_2" [id=266, type=Constant]; -"267 /stage3/stage3.3/Add" [id=267, type=Add]; -"268 /stage3/stage3.3/Constant_3" [id=268, type=Constant]; -"269 /stage3/stage3.3/Div" [id=269, type=Div]; -"270 /stage3/stage3.3/Constant_4" [id=270, type=Constant]; -"271 /stage3/stage3.3/Mul" [id=271, type=Mul]; -"272 /stage3/stage3.3/Slice" [id=272, type=Slice]; -"273 /stage3/stage3.3/Constant_5" [id=273, type=Constant]; -"274 /stage3/stage3.3/Mul_1" [id=274, type=Mul]; -"275 /stage3/stage3.3/Slice_1" [id=275, type=Slice]; -"276 QuantizeLinear_onnx^^Conv_1217_1" [id=276, label="276 QuantizeLinear_onnx::Conv_1217_1", type=QuantizeLinear]; -"277 DequantizeLinear_onnx^^Conv_1217_1" [id=277, label="277 DequantizeLinear_onnx::Conv_1217_1", type=DequantizeLinear]; -"278 /stage3/stage3.3/branch2/branch2.0/Conv" [id=278, type=Conv]; -"279 /stage3/stage3.3/branch2/branch2.2/Relu" [id=279, type=Relu]; -"280 QuantizeLinear_/stage3/stage3.3/branch2/branch2.2/Relu_output_0_1" [id=280, type=QuantizeLinear]; -"281 DequantizeLinear_/stage3/stage3.3/branch2/branch2.2/Relu_output_0_1" [id=281, type=DequantizeLinear]; -"282 QuantizeLinear_onnx^^Conv_1220_1" [id=282, label="282 QuantizeLinear_onnx::Conv_1220_1", type=QuantizeLinear]; -"283 DequantizeLinear_onnx^^Conv_1220_1" [id=283, label="283 DequantizeLinear_onnx::Conv_1220_1", type=DequantizeLinear]; -"284 /stage3/stage3.3/branch2/branch2.3/Conv" [id=284, type=Conv]; -"285 QuantizeLinear_/stage3/stage3.3/branch2/branch2.3/Conv_output_0_1" [id=285, type=QuantizeLinear]; -"286 DequantizeLinear_/stage3/stage3.3/branch2/branch2.3/Conv_output_0_1" [id=286, type=DequantizeLinear]; -"287 QuantizeLinear_onnx^^Conv_1223_1" [id=287, label="287 QuantizeLinear_onnx::Conv_1223_1", type=QuantizeLinear]; -"288 DequantizeLinear_onnx^^Conv_1223_1" [id=288, label="288 DequantizeLinear_onnx::Conv_1223_1", type=DequantizeLinear]; -"289 /stage3/stage3.3/branch2/branch2.5/Conv" [id=289, type=Conv]; -"290 /stage3/stage3.3/branch2/branch2.7/Relu" [id=290, type=Relu]; -"291 QuantizeLinear_/stage3/stage3.3/branch2/branch2.7/Relu_output_0_1" [id=291, type=QuantizeLinear]; -"292 DequantizeLinear_/stage3/stage3.3/branch2/branch2.7/Relu_output_0_1" [id=292, type=DequantizeLinear]; -"293 /stage3/stage3.3/Concat" [id=293, type=Concat]; -"294 /stage3/stage3.3/Constant_6" [id=294, type=Constant]; -"295 /stage3/stage3.3/Reshape" [id=295, type=Reshape]; -"296 /stage3/stage3.3/Transpose" [id=296, type=Transpose]; -"297 /stage3/stage3.3/Constant_7" [id=297, type=Constant]; -"298 /stage3/stage3.3/Reshape_1" [id=298, type=Reshape]; -"299 /stage3/stage3.4/Shape" [id=299, type=Shape]; -"300 /stage3/stage3.4/Constant" [id=300, type=Constant]; -"301 /stage3/stage3.4/Gather" [id=301, type=Gather]; -"302 /stage3/stage3.4/Constant_1" [id=302, type=Constant]; -"303 /stage3/stage3.4/Constant_2" [id=303, type=Constant]; -"304 /stage3/stage3.4/Add" [id=304, type=Add]; -"305 /stage3/stage3.4/Constant_3" [id=305, type=Constant]; -"306 /stage3/stage3.4/Div" [id=306, type=Div]; -"307 /stage3/stage3.4/Constant_4" [id=307, type=Constant]; -"308 /stage3/stage3.4/Mul" [id=308, type=Mul]; -"309 /stage3/stage3.4/Slice" [id=309, type=Slice]; -"310 /stage3/stage3.4/Constant_5" [id=310, type=Constant]; -"311 /stage3/stage3.4/Mul_1" [id=311, type=Mul]; -"312 /stage3/stage3.4/Slice_1" [id=312, type=Slice]; -"313 QuantizeLinear_onnx^^Conv_1226_1" [id=313, label="313 QuantizeLinear_onnx::Conv_1226_1", type=QuantizeLinear]; -"314 DequantizeLinear_onnx^^Conv_1226_1" [id=314, label="314 DequantizeLinear_onnx::Conv_1226_1", type=DequantizeLinear]; -"315 /stage3/stage3.4/branch2/branch2.0/Conv" [id=315, type=Conv]; -"316 /stage3/stage3.4/branch2/branch2.2/Relu" [id=316, type=Relu]; -"317 QuantizeLinear_/stage3/stage3.4/branch2/branch2.2/Relu_output_0_1" [id=317, type=QuantizeLinear]; -"318 DequantizeLinear_/stage3/stage3.4/branch2/branch2.2/Relu_output_0_1" [id=318, type=DequantizeLinear]; -"319 QuantizeLinear_onnx^^Conv_1229_1" [id=319, label="319 QuantizeLinear_onnx::Conv_1229_1", type=QuantizeLinear]; -"320 DequantizeLinear_onnx^^Conv_1229_1" [id=320, label="320 DequantizeLinear_onnx::Conv_1229_1", type=DequantizeLinear]; -"321 /stage3/stage3.4/branch2/branch2.3/Conv" [id=321, type=Conv]; -"322 QuantizeLinear_/stage3/stage3.4/branch2/branch2.3/Conv_output_0_1" [id=322, type=QuantizeLinear]; -"323 DequantizeLinear_/stage3/stage3.4/branch2/branch2.3/Conv_output_0_1" [id=323, type=DequantizeLinear]; -"324 QuantizeLinear_onnx^^Conv_1232_1" [id=324, label="324 QuantizeLinear_onnx::Conv_1232_1", type=QuantizeLinear]; -"325 DequantizeLinear_onnx^^Conv_1232_1" [id=325, label="325 DequantizeLinear_onnx::Conv_1232_1", type=DequantizeLinear]; -"326 /stage3/stage3.4/branch2/branch2.5/Conv" [id=326, type=Conv]; -"327 /stage3/stage3.4/branch2/branch2.7/Relu" [id=327, type=Relu]; -"328 QuantizeLinear_/stage3/stage3.4/branch2/branch2.7/Relu_output_0_1" [id=328, type=QuantizeLinear]; -"329 DequantizeLinear_/stage3/stage3.4/branch2/branch2.7/Relu_output_0_1" [id=329, type=DequantizeLinear]; -"330 /stage3/stage3.4/Concat" [id=330, type=Concat]; -"331 /stage3/stage3.4/Constant_6" [id=331, type=Constant]; -"332 /stage3/stage3.4/Reshape" [id=332, type=Reshape]; -"333 /stage3/stage3.4/Transpose" [id=333, type=Transpose]; -"334 /stage3/stage3.4/Constant_7" [id=334, type=Constant]; -"335 /stage3/stage3.4/Reshape_1" [id=335, type=Reshape]; -"336 /stage3/stage3.5/Shape" [id=336, type=Shape]; -"337 /stage3/stage3.5/Constant" [id=337, type=Constant]; -"338 /stage3/stage3.5/Gather" [id=338, type=Gather]; -"339 /stage3/stage3.5/Constant_1" [id=339, type=Constant]; -"340 /stage3/stage3.5/Constant_2" [id=340, type=Constant]; -"341 /stage3/stage3.5/Add" [id=341, type=Add]; -"342 /stage3/stage3.5/Constant_3" [id=342, type=Constant]; -"343 /stage3/stage3.5/Div" [id=343, type=Div]; -"344 /stage3/stage3.5/Constant_4" [id=344, type=Constant]; -"345 /stage3/stage3.5/Mul" [id=345, type=Mul]; -"346 /stage3/stage3.5/Slice" [id=346, type=Slice]; -"347 /stage3/stage3.5/Constant_5" [id=347, type=Constant]; -"348 /stage3/stage3.5/Mul_1" [id=348, type=Mul]; -"349 /stage3/stage3.5/Slice_1" [id=349, type=Slice]; -"350 QuantizeLinear_onnx^^Conv_1235_1" [id=350, label="350 QuantizeLinear_onnx::Conv_1235_1", type=QuantizeLinear]; -"351 DequantizeLinear_onnx^^Conv_1235_1" [id=351, label="351 DequantizeLinear_onnx::Conv_1235_1", type=DequantizeLinear]; -"352 /stage3/stage3.5/branch2/branch2.0/Conv" [id=352, type=Conv]; -"353 /stage3/stage3.5/branch2/branch2.2/Relu" [id=353, type=Relu]; -"354 QuantizeLinear_/stage3/stage3.5/branch2/branch2.2/Relu_output_0_1" [id=354, type=QuantizeLinear]; -"355 DequantizeLinear_/stage3/stage3.5/branch2/branch2.2/Relu_output_0_1" [id=355, type=DequantizeLinear]; -"356 QuantizeLinear_onnx^^Conv_1238_1" [id=356, label="356 QuantizeLinear_onnx::Conv_1238_1", type=QuantizeLinear]; -"357 DequantizeLinear_onnx^^Conv_1238_1" [id=357, label="357 DequantizeLinear_onnx::Conv_1238_1", type=DequantizeLinear]; -"358 /stage3/stage3.5/branch2/branch2.3/Conv" [id=358, type=Conv]; -"359 QuantizeLinear_/stage3/stage3.5/branch2/branch2.3/Conv_output_0_1" [id=359, type=QuantizeLinear]; -"360 DequantizeLinear_/stage3/stage3.5/branch2/branch2.3/Conv_output_0_1" [id=360, type=DequantizeLinear]; -"361 QuantizeLinear_onnx^^Conv_1241_1" [id=361, label="361 QuantizeLinear_onnx::Conv_1241_1", type=QuantizeLinear]; -"362 DequantizeLinear_onnx^^Conv_1241_1" [id=362, label="362 DequantizeLinear_onnx::Conv_1241_1", type=DequantizeLinear]; -"363 /stage3/stage3.5/branch2/branch2.5/Conv" [id=363, type=Conv]; -"364 /stage3/stage3.5/branch2/branch2.7/Relu" [id=364, type=Relu]; -"365 QuantizeLinear_/stage3/stage3.5/branch2/branch2.7/Relu_output_0_1" [id=365, type=QuantizeLinear]; -"366 DequantizeLinear_/stage3/stage3.5/branch2/branch2.7/Relu_output_0_1" [id=366, type=DequantizeLinear]; -"367 /stage3/stage3.5/Concat" [id=367, type=Concat]; -"368 /stage3/stage3.5/Constant_6" [id=368, type=Constant]; -"369 /stage3/stage3.5/Reshape" [id=369, type=Reshape]; -"370 /stage3/stage3.5/Transpose" [id=370, type=Transpose]; -"371 /stage3/stage3.5/Constant_7" [id=371, type=Constant]; -"372 /stage3/stage3.5/Reshape_1" [id=372, type=Reshape]; -"373 /stage3/stage3.6/Shape" [id=373, type=Shape]; -"374 /stage3/stage3.6/Constant" [id=374, type=Constant]; -"375 /stage3/stage3.6/Gather" [id=375, type=Gather]; -"376 /stage3/stage3.6/Constant_1" [id=376, type=Constant]; -"377 /stage3/stage3.6/Constant_2" [id=377, type=Constant]; -"378 /stage3/stage3.6/Add" [id=378, type=Add]; -"379 /stage3/stage3.6/Constant_3" [id=379, type=Constant]; -"380 /stage3/stage3.6/Div" [id=380, type=Div]; -"381 /stage3/stage3.6/Constant_4" [id=381, type=Constant]; -"382 /stage3/stage3.6/Mul" [id=382, type=Mul]; -"383 /stage3/stage3.6/Slice" [id=383, type=Slice]; -"384 /stage3/stage3.6/Constant_5" [id=384, type=Constant]; -"385 /stage3/stage3.6/Mul_1" [id=385, type=Mul]; -"386 /stage3/stage3.6/Slice_1" [id=386, type=Slice]; -"387 QuantizeLinear_onnx^^Conv_1244_1" [id=387, label="387 QuantizeLinear_onnx::Conv_1244_1", type=QuantizeLinear]; -"388 DequantizeLinear_onnx^^Conv_1244_1" [id=388, label="388 DequantizeLinear_onnx::Conv_1244_1", type=DequantizeLinear]; -"389 /stage3/stage3.6/branch2/branch2.0/Conv" [id=389, type=Conv]; -"390 /stage3/stage3.6/branch2/branch2.2/Relu" [id=390, type=Relu]; -"391 QuantizeLinear_/stage3/stage3.6/branch2/branch2.2/Relu_output_0_1" [id=391, type=QuantizeLinear]; -"392 DequantizeLinear_/stage3/stage3.6/branch2/branch2.2/Relu_output_0_1" [id=392, type=DequantizeLinear]; -"393 QuantizeLinear_onnx^^Conv_1247_1" [id=393, label="393 QuantizeLinear_onnx::Conv_1247_1", type=QuantizeLinear]; -"394 DequantizeLinear_onnx^^Conv_1247_1" [id=394, label="394 DequantizeLinear_onnx::Conv_1247_1", type=DequantizeLinear]; -"395 /stage3/stage3.6/branch2/branch2.3/Conv" [id=395, type=Conv]; -"396 QuantizeLinear_/stage3/stage3.6/branch2/branch2.3/Conv_output_0_1" [id=396, type=QuantizeLinear]; -"397 DequantizeLinear_/stage3/stage3.6/branch2/branch2.3/Conv_output_0_1" [id=397, type=DequantizeLinear]; -"398 QuantizeLinear_onnx^^Conv_1250_1" [id=398, label="398 QuantizeLinear_onnx::Conv_1250_1", type=QuantizeLinear]; -"399 DequantizeLinear_onnx^^Conv_1250_1" [id=399, label="399 DequantizeLinear_onnx::Conv_1250_1", type=DequantizeLinear]; -"400 /stage3/stage3.6/branch2/branch2.5/Conv" [id=400, type=Conv]; -"401 /stage3/stage3.6/branch2/branch2.7/Relu" [id=401, type=Relu]; -"402 QuantizeLinear_/stage3/stage3.6/branch2/branch2.7/Relu_output_0_1" [id=402, type=QuantizeLinear]; -"403 DequantizeLinear_/stage3/stage3.6/branch2/branch2.7/Relu_output_0_1" [id=403, type=DequantizeLinear]; -"404 /stage3/stage3.6/Concat" [id=404, type=Concat]; -"405 /stage3/stage3.6/Constant_6" [id=405, type=Constant]; -"406 /stage3/stage3.6/Reshape" [id=406, type=Reshape]; -"407 /stage3/stage3.6/Transpose" [id=407, type=Transpose]; -"408 /stage3/stage3.6/Constant_7" [id=408, type=Constant]; -"409 /stage3/stage3.6/Reshape_1" [id=409, type=Reshape]; -"410 /stage3/stage3.7/Shape" [id=410, type=Shape]; -"411 /stage3/stage3.7/Constant" [id=411, type=Constant]; -"412 /stage3/stage3.7/Gather" [id=412, type=Gather]; -"413 /stage3/stage3.7/Constant_1" [id=413, type=Constant]; -"414 /stage3/stage3.7/Constant_2" [id=414, type=Constant]; -"415 /stage3/stage3.7/Add" [id=415, type=Add]; -"416 /stage3/stage3.7/Constant_3" [id=416, type=Constant]; -"417 /stage3/stage3.7/Div" [id=417, type=Div]; -"418 /stage3/stage3.7/Constant_4" [id=418, type=Constant]; -"419 /stage3/stage3.7/Mul" [id=419, type=Mul]; -"420 /stage3/stage3.7/Slice" [id=420, type=Slice]; -"421 /stage3/stage3.7/Constant_5" [id=421, type=Constant]; -"422 /stage3/stage3.7/Mul_1" [id=422, type=Mul]; -"423 /stage3/stage3.7/Slice_1" [id=423, type=Slice]; -"424 QuantizeLinear_onnx^^Conv_1253_1" [id=424, label="424 QuantizeLinear_onnx::Conv_1253_1", type=QuantizeLinear]; -"425 DequantizeLinear_onnx^^Conv_1253_1" [id=425, label="425 DequantizeLinear_onnx::Conv_1253_1", type=DequantizeLinear]; -"426 /stage3/stage3.7/branch2/branch2.0/Conv" [id=426, type=Conv]; -"427 /stage3/stage3.7/branch2/branch2.2/Relu" [id=427, type=Relu]; -"428 QuantizeLinear_/stage3/stage3.7/branch2/branch2.2/Relu_output_0_1" [id=428, type=QuantizeLinear]; -"429 DequantizeLinear_/stage3/stage3.7/branch2/branch2.2/Relu_output_0_1" [id=429, type=DequantizeLinear]; -"430 QuantizeLinear_onnx^^Conv_1256_1" [id=430, label="430 QuantizeLinear_onnx::Conv_1256_1", type=QuantizeLinear]; -"431 DequantizeLinear_onnx^^Conv_1256_1" [id=431, label="431 DequantizeLinear_onnx::Conv_1256_1", type=DequantizeLinear]; -"432 /stage3/stage3.7/branch2/branch2.3/Conv" [id=432, type=Conv]; -"433 QuantizeLinear_/stage3/stage3.7/branch2/branch2.3/Conv_output_0_1" [id=433, type=QuantizeLinear]; -"434 DequantizeLinear_/stage3/stage3.7/branch2/branch2.3/Conv_output_0_1" [id=434, type=DequantizeLinear]; -"435 QuantizeLinear_onnx^^Conv_1259_1" [id=435, label="435 QuantizeLinear_onnx::Conv_1259_1", type=QuantizeLinear]; -"436 DequantizeLinear_onnx^^Conv_1259_1" [id=436, label="436 DequantizeLinear_onnx::Conv_1259_1", type=DequantizeLinear]; -"437 /stage3/stage3.7/branch2/branch2.5/Conv" [id=437, type=Conv]; -"438 /stage3/stage3.7/branch2/branch2.7/Relu" [id=438, type=Relu]; -"439 QuantizeLinear_/stage3/stage3.7/branch2/branch2.7/Relu_output_0_1" [id=439, type=QuantizeLinear]; -"440 DequantizeLinear_/stage3/stage3.7/branch2/branch2.7/Relu_output_0_1" [id=440, type=DequantizeLinear]; -"441 /stage3/stage3.7/Concat" [id=441, type=Concat]; -"442 /stage3/stage3.7/Constant_6" [id=442, type=Constant]; -"443 /stage3/stage3.7/Reshape" [id=443, type=Reshape]; -"444 /stage3/stage3.7/Transpose" [id=444, type=Transpose]; -"445 /stage3/stage3.7/Constant_7" [id=445, type=Constant]; -"446 /stage3/stage3.7/Reshape_1" [id=446, type=Reshape]; -"447 QuantizeLinear_onnx^^Conv_1262_1" [id=447, label="447 QuantizeLinear_onnx::Conv_1262_1", type=QuantizeLinear]; -"448 DequantizeLinear_onnx^^Conv_1262_1" [id=448, label="448 DequantizeLinear_onnx::Conv_1262_1", type=DequantizeLinear]; -"449 /stage4/stage4.0/branch1/branch1.0/Conv" [id=449, type=Conv]; -"450 QuantizeLinear_/stage4/stage4.0/branch1/branch1.0/Conv_output_0_1" [id=450, type=QuantizeLinear]; -"451 DequantizeLinear_/stage4/stage4.0/branch1/branch1.0/Conv_output_0_1" [id=451, type=DequantizeLinear]; -"452 QuantizeLinear_onnx^^Conv_1265_1" [id=452, label="452 QuantizeLinear_onnx::Conv_1265_1", type=QuantizeLinear]; -"453 DequantizeLinear_onnx^^Conv_1265_1" [id=453, label="453 DequantizeLinear_onnx::Conv_1265_1", type=DequantizeLinear]; -"454 /stage4/stage4.0/branch1/branch1.2/Conv" [id=454, type=Conv]; -"455 /stage4/stage4.0/branch1/branch1.4/Relu" [id=455, type=Relu]; -"456 QuantizeLinear_onnx^^Conv_1268_1" [id=456, label="456 QuantizeLinear_onnx::Conv_1268_1", type=QuantizeLinear]; -"457 DequantizeLinear_onnx^^Conv_1268_1" [id=457, label="457 DequantizeLinear_onnx::Conv_1268_1", type=DequantizeLinear]; -"458 /stage4/stage4.0/branch2/branch2.0/Conv" [id=458, type=Conv]; -"459 /stage4/stage4.0/branch2/branch2.2/Relu" [id=459, type=Relu]; -"460 QuantizeLinear_/stage4/stage4.0/branch2/branch2.2/Relu_output_0_1" [id=460, type=QuantizeLinear]; -"461 DequantizeLinear_/stage4/stage4.0/branch2/branch2.2/Relu_output_0_1" [id=461, type=DequantizeLinear]; -"462 QuantizeLinear_onnx^^Conv_1271_1" [id=462, label="462 QuantizeLinear_onnx::Conv_1271_1", type=QuantizeLinear]; -"463 DequantizeLinear_onnx^^Conv_1271_1" [id=463, label="463 DequantizeLinear_onnx::Conv_1271_1", type=DequantizeLinear]; -"464 /stage4/stage4.0/branch2/branch2.3/Conv" [id=464, type=Conv]; -"465 QuantizeLinear_/stage4/stage4.0/branch2/branch2.3/Conv_output_0_1" [id=465, type=QuantizeLinear]; -"466 DequantizeLinear_/stage4/stage4.0/branch2/branch2.3/Conv_output_0_1" [id=466, type=DequantizeLinear]; -"467 QuantizeLinear_onnx^^Conv_1274_1" [id=467, label="467 QuantizeLinear_onnx::Conv_1274_1", type=QuantizeLinear]; -"468 DequantizeLinear_onnx^^Conv_1274_1" [id=468, label="468 DequantizeLinear_onnx::Conv_1274_1", type=DequantizeLinear]; -"469 /stage4/stage4.0/branch2/branch2.5/Conv" [id=469, type=Conv]; -"470 /stage4/stage4.0/branch2/branch2.7/Relu" [id=470, type=Relu]; -"471 QuantizeLinear_/stage4/stage4.0/branch1/branch1.4/Relu_output_0_1" [id=471, type=QuantizeLinear]; -"472 DequantizeLinear_/stage4/stage4.0/branch1/branch1.4/Relu_output_0_1" [id=472, type=DequantizeLinear]; -"473 QuantizeLinear_/stage4/stage4.0/branch2/branch2.7/Relu_output_0_1" [id=473, type=QuantizeLinear]; -"474 DequantizeLinear_/stage4/stage4.0/branch2/branch2.7/Relu_output_0_1" [id=474, type=DequantizeLinear]; -"475 /stage4/stage4.0/Concat" [id=475, type=Concat]; -"476 /stage4/stage4.0/Constant" [id=476, type=Constant]; -"477 /stage4/stage4.0/Reshape" [id=477, type=Reshape]; -"478 /stage4/stage4.0/Transpose" [id=478, type=Transpose]; -"479 /stage4/stage4.0/Constant_1" [id=479, type=Constant]; -"480 /stage4/stage4.0/Reshape_1" [id=480, type=Reshape]; -"481 /stage4/stage4.1/Shape" [id=481, type=Shape]; -"482 /stage4/stage4.1/Constant" [id=482, type=Constant]; -"483 /stage4/stage4.1/Gather" [id=483, type=Gather]; -"484 /stage4/stage4.1/Constant_1" [id=484, type=Constant]; -"485 /stage4/stage4.1/Constant_2" [id=485, type=Constant]; -"486 /stage4/stage4.1/Add" [id=486, type=Add]; -"487 /stage4/stage4.1/Constant_3" [id=487, type=Constant]; -"488 /stage4/stage4.1/Div" [id=488, type=Div]; -"489 /stage4/stage4.1/Constant_4" [id=489, type=Constant]; -"490 /stage4/stage4.1/Mul" [id=490, type=Mul]; -"491 /stage4/stage4.1/Slice" [id=491, type=Slice]; -"492 /stage4/stage4.1/Constant_5" [id=492, type=Constant]; -"493 /stage4/stage4.1/Mul_1" [id=493, type=Mul]; -"494 /stage4/stage4.1/Slice_1" [id=494, type=Slice]; -"495 QuantizeLinear_onnx^^Conv_1277_1" [id=495, label="495 QuantizeLinear_onnx::Conv_1277_1", type=QuantizeLinear]; -"496 DequantizeLinear_onnx^^Conv_1277_1" [id=496, label="496 DequantizeLinear_onnx::Conv_1277_1", type=DequantizeLinear]; -"497 /stage4/stage4.1/branch2/branch2.0/Conv" [id=497, type=Conv]; -"498 /stage4/stage4.1/branch2/branch2.2/Relu" [id=498, type=Relu]; -"499 QuantizeLinear_/stage4/stage4.1/branch2/branch2.2/Relu_output_0_1" [id=499, type=QuantizeLinear]; -"500 DequantizeLinear_/stage4/stage4.1/branch2/branch2.2/Relu_output_0_1" [id=500, type=DequantizeLinear]; -"501 QuantizeLinear_onnx^^Conv_1280_1" [id=501, label="501 QuantizeLinear_onnx::Conv_1280_1", type=QuantizeLinear]; -"502 DequantizeLinear_onnx^^Conv_1280_1" [id=502, label="502 DequantizeLinear_onnx::Conv_1280_1", type=DequantizeLinear]; -"503 /stage4/stage4.1/branch2/branch2.3/Conv" [id=503, type=Conv]; -"504 QuantizeLinear_/stage4/stage4.1/branch2/branch2.3/Conv_output_0_1" [id=504, type=QuantizeLinear]; -"505 DequantizeLinear_/stage4/stage4.1/branch2/branch2.3/Conv_output_0_1" [id=505, type=DequantizeLinear]; -"506 QuantizeLinear_onnx^^Conv_1283_1" [id=506, label="506 QuantizeLinear_onnx::Conv_1283_1", type=QuantizeLinear]; -"507 DequantizeLinear_onnx^^Conv_1283_1" [id=507, label="507 DequantizeLinear_onnx::Conv_1283_1", type=DequantizeLinear]; -"508 /stage4/stage4.1/branch2/branch2.5/Conv" [id=508, type=Conv]; -"509 /stage4/stage4.1/branch2/branch2.7/Relu" [id=509, type=Relu]; -"510 QuantizeLinear_/stage4/stage4.1/branch2/branch2.7/Relu_output_0_1" [id=510, type=QuantizeLinear]; -"511 DequantizeLinear_/stage4/stage4.1/branch2/branch2.7/Relu_output_0_1" [id=511, type=DequantizeLinear]; -"512 /stage4/stage4.1/Concat" [id=512, type=Concat]; -"513 /stage4/stage4.1/Constant_6" [id=513, type=Constant]; -"514 /stage4/stage4.1/Reshape" [id=514, type=Reshape]; -"515 /stage4/stage4.1/Transpose" [id=515, type=Transpose]; -"516 /stage4/stage4.1/Constant_7" [id=516, type=Constant]; -"517 /stage4/stage4.1/Reshape_1" [id=517, type=Reshape]; -"518 /stage4/stage4.2/Shape" [id=518, type=Shape]; -"519 /stage4/stage4.2/Constant" [id=519, type=Constant]; -"520 /stage4/stage4.2/Gather" [id=520, type=Gather]; -"521 /stage4/stage4.2/Constant_1" [id=521, type=Constant]; -"522 /stage4/stage4.2/Constant_2" [id=522, type=Constant]; -"523 /stage4/stage4.2/Add" [id=523, type=Add]; -"524 /stage4/stage4.2/Constant_3" [id=524, type=Constant]; -"525 /stage4/stage4.2/Div" [id=525, type=Div]; -"526 /stage4/stage4.2/Constant_4" [id=526, type=Constant]; -"527 /stage4/stage4.2/Mul" [id=527, type=Mul]; -"528 /stage4/stage4.2/Slice" [id=528, type=Slice]; -"529 /stage4/stage4.2/Constant_5" [id=529, type=Constant]; -"530 /stage4/stage4.2/Mul_1" [id=530, type=Mul]; -"531 /stage4/stage4.2/Slice_1" [id=531, type=Slice]; -"532 QuantizeLinear_onnx^^Conv_1286_1" [id=532, label="532 QuantizeLinear_onnx::Conv_1286_1", type=QuantizeLinear]; -"533 DequantizeLinear_onnx^^Conv_1286_1" [id=533, label="533 DequantizeLinear_onnx::Conv_1286_1", type=DequantizeLinear]; -"534 /stage4/stage4.2/branch2/branch2.0/Conv" [id=534, type=Conv]; -"535 /stage4/stage4.2/branch2/branch2.2/Relu" [id=535, type=Relu]; -"536 QuantizeLinear_/stage4/stage4.2/branch2/branch2.2/Relu_output_0_1" [id=536, type=QuantizeLinear]; -"537 DequantizeLinear_/stage4/stage4.2/branch2/branch2.2/Relu_output_0_1" [id=537, type=DequantizeLinear]; -"538 QuantizeLinear_onnx^^Conv_1289_1" [id=538, label="538 QuantizeLinear_onnx::Conv_1289_1", type=QuantizeLinear]; -"539 DequantizeLinear_onnx^^Conv_1289_1" [id=539, label="539 DequantizeLinear_onnx::Conv_1289_1", type=DequantizeLinear]; -"540 /stage4/stage4.2/branch2/branch2.3/Conv" [id=540, type=Conv]; -"541 QuantizeLinear_/stage4/stage4.2/branch2/branch2.3/Conv_output_0_1" [id=541, type=QuantizeLinear]; -"542 DequantizeLinear_/stage4/stage4.2/branch2/branch2.3/Conv_output_0_1" [id=542, type=DequantizeLinear]; -"543 QuantizeLinear_onnx^^Conv_1292_1" [id=543, label="543 QuantizeLinear_onnx::Conv_1292_1", type=QuantizeLinear]; -"544 DequantizeLinear_onnx^^Conv_1292_1" [id=544, label="544 DequantizeLinear_onnx::Conv_1292_1", type=DequantizeLinear]; -"545 /stage4/stage4.2/branch2/branch2.5/Conv" [id=545, type=Conv]; -"546 /stage4/stage4.2/branch2/branch2.7/Relu" [id=546, type=Relu]; -"547 QuantizeLinear_/stage4/stage4.2/branch2/branch2.7/Relu_output_0_1" [id=547, type=QuantizeLinear]; -"548 DequantizeLinear_/stage4/stage4.2/branch2/branch2.7/Relu_output_0_1" [id=548, type=DequantizeLinear]; -"549 /stage4/stage4.2/Concat" [id=549, type=Concat]; -"550 /stage4/stage4.2/Constant_6" [id=550, type=Constant]; -"551 /stage4/stage4.2/Reshape" [id=551, type=Reshape]; -"552 /stage4/stage4.2/Transpose" [id=552, type=Transpose]; -"553 /stage4/stage4.2/Constant_7" [id=553, type=Constant]; -"554 /stage4/stage4.2/Reshape_1" [id=554, type=Reshape]; -"555 /stage4/stage4.3/Shape" [id=555, type=Shape]; -"556 /stage4/stage4.3/Constant" [id=556, type=Constant]; -"557 /stage4/stage4.3/Gather" [id=557, type=Gather]; -"558 /stage4/stage4.3/Constant_1" [id=558, type=Constant]; -"559 /stage4/stage4.3/Constant_2" [id=559, type=Constant]; -"560 /stage4/stage4.3/Add" [id=560, type=Add]; -"561 /stage4/stage4.3/Constant_3" [id=561, type=Constant]; -"562 /stage4/stage4.3/Div" [id=562, type=Div]; -"563 /stage4/stage4.3/Constant_4" [id=563, type=Constant]; -"564 /stage4/stage4.3/Mul" [id=564, type=Mul]; -"565 /stage4/stage4.3/Slice" [id=565, type=Slice]; -"566 /stage4/stage4.3/Constant_5" [id=566, type=Constant]; -"567 /stage4/stage4.3/Mul_1" [id=567, type=Mul]; -"568 /stage4/stage4.3/Slice_1" [id=568, type=Slice]; -"569 QuantizeLinear_onnx^^Conv_1295_1" [id=569, label="569 QuantizeLinear_onnx::Conv_1295_1", type=QuantizeLinear]; -"570 DequantizeLinear_onnx^^Conv_1295_1" [id=570, label="570 DequantizeLinear_onnx::Conv_1295_1", type=DequantizeLinear]; -"571 /stage4/stage4.3/branch2/branch2.0/Conv" [id=571, type=Conv]; -"572 /stage4/stage4.3/branch2/branch2.2/Relu" [id=572, type=Relu]; -"573 QuantizeLinear_/stage4/stage4.3/branch2/branch2.2/Relu_output_0_1" [id=573, type=QuantizeLinear]; -"574 DequantizeLinear_/stage4/stage4.3/branch2/branch2.2/Relu_output_0_1" [id=574, type=DequantizeLinear]; -"575 QuantizeLinear_onnx^^Conv_1298_1" [id=575, label="575 QuantizeLinear_onnx::Conv_1298_1", type=QuantizeLinear]; -"576 DequantizeLinear_onnx^^Conv_1298_1" [id=576, label="576 DequantizeLinear_onnx::Conv_1298_1", type=DequantizeLinear]; -"577 /stage4/stage4.3/branch2/branch2.3/Conv" [id=577, type=Conv]; -"578 QuantizeLinear_/stage4/stage4.3/branch2/branch2.3/Conv_output_0_1" [id=578, type=QuantizeLinear]; -"579 DequantizeLinear_/stage4/stage4.3/branch2/branch2.3/Conv_output_0_1" [id=579, type=DequantizeLinear]; -"580 QuantizeLinear_onnx^^Conv_1301_1" [id=580, label="580 QuantizeLinear_onnx::Conv_1301_1", type=QuantizeLinear]; -"581 DequantizeLinear_onnx^^Conv_1301_1" [id=581, label="581 DequantizeLinear_onnx::Conv_1301_1", type=DequantizeLinear]; -"582 /stage4/stage4.3/branch2/branch2.5/Conv" [id=582, type=Conv]; -"583 /stage4/stage4.3/branch2/branch2.7/Relu" [id=583, type=Relu]; -"584 QuantizeLinear_/stage4/stage4.3/branch2/branch2.7/Relu_output_0_1" [id=584, type=QuantizeLinear]; -"585 DequantizeLinear_/stage4/stage4.3/branch2/branch2.7/Relu_output_0_1" [id=585, type=DequantizeLinear]; -"586 /stage4/stage4.3/Concat" [id=586, type=Concat]; -"587 /stage4/stage4.3/Constant_6" [id=587, type=Constant]; -"588 /stage4/stage4.3/Reshape" [id=588, type=Reshape]; -"589 /stage4/stage4.3/Transpose" [id=589, type=Transpose]; -"590 /stage4/stage4.3/Constant_7" [id=590, type=Constant]; -"591 /stage4/stage4.3/Reshape_1" [id=591, type=Reshape]; -"592 QuantizeLinear_onnx^^Conv_1304_1" [id=592, label="592 QuantizeLinear_onnx::Conv_1304_1", type=QuantizeLinear]; -"593 DequantizeLinear_onnx^^Conv_1304_1" [id=593, label="593 DequantizeLinear_onnx::Conv_1304_1", type=DequantizeLinear]; -"594 /conv5/conv5.0/Conv" [id=594, type=Conv]; -"595 /conv5/conv5.2/Relu" [id=595, type=Relu]; -"596 QuantizeLinear_/conv5/conv5.2/Relu_output_0_1" [id=596, type=QuantizeLinear]; -"597 DequantizeLinear_/conv5/conv5.2/Relu_output_0_1" [id=597, type=DequantizeLinear]; -"598 /ReduceMean" [id=598, type=ReduceMean]; -"599 QuantizeLinear_/ReduceMean_output_0_1" [id=599, type=QuantizeLinear]; -"600 DequantizeLinear_/ReduceMean_output_0_1" [id=600, type=DequantizeLinear]; -"601 QuantizeLinear_fc.weight_1" [id=601, type=QuantizeLinear]; -"602 DequantizeLinear_fc.weight_1" [id=602, type=DequantizeLinear]; -"603 /fc/Gemm" [id=603, type=Gemm]; -"604 nncf_model_input_0" [id=604, type=nncf_model_input]; -"605 nncf_model_output_0" [id=605, type=nncf_model_output]; -"0 QuantizeLinear_input.1_1" -> "1 DequantizeLinear_input.1_1" [label="[1, 3, 224, 224]", style=dashed]; -"1 DequantizeLinear_input.1_1" -> "4 /conv1/conv1.0/Conv" [label="[1, 3, 224, 224]", style=solid]; -"2 QuantizeLinear_onnx^^Conv_1139_1" -> "3 DequantizeLinear_onnx^^Conv_1139_1" [label="[24, 3, 3, 3]", style=dashed]; -"3 DequantizeLinear_onnx^^Conv_1139_1" -> "4 /conv1/conv1.0/Conv" [label="[24, 3, 3, 3]", style=solid]; -"4 /conv1/conv1.0/Conv" -> "5 /conv1/conv1.2/Relu" [label="[1, 24, 112, 112]", style=solid]; -"5 /conv1/conv1.2/Relu" -> "6 QuantizeLinear_/conv1/conv1.2/Relu_output_0_1" [label="[1, 24, 112, 112]", style=solid]; -"6 QuantizeLinear_/conv1/conv1.2/Relu_output_0_1" -> "7 DequantizeLinear_/conv1/conv1.2/Relu_output_0_1" [label="[1, 24, 112, 112]", style=dashed]; -"7 DequantizeLinear_/conv1/conv1.2/Relu_output_0_1" -> "8 /maxpool/MaxPool" [label="[1, 24, 112, 112]", style=solid]; -"8 /maxpool/MaxPool" -> "11 /stage2/stage2.0/branch1/branch1.0/Conv" [label="[1, 24, 56, 56]", style=solid]; -"8 /maxpool/MaxPool" -> "20 /stage2/stage2.0/branch2/branch2.0/Conv" [label="[1, 24, 56, 56]", style=solid]; -"9 QuantizeLinear_onnx^^Conv_1142_1" -> "10 DequantizeLinear_onnx^^Conv_1142_1" [label="[24, 1, 3, 3]", style=dashed]; -"10 DequantizeLinear_onnx^^Conv_1142_1" -> "11 /stage2/stage2.0/branch1/branch1.0/Conv" [label="[24, 1, 3, 3]", style=solid]; -"11 /stage2/stage2.0/branch1/branch1.0/Conv" -> "12 QuantizeLinear_/stage2/stage2.0/branch1/branch1.0/Conv_output_0_1" [label="[1, 24, 28, 28]", style=solid]; -"12 QuantizeLinear_/stage2/stage2.0/branch1/branch1.0/Conv_output_0_1" -> "13 DequantizeLinear_/stage2/stage2.0/branch1/branch1.0/Conv_output_0_1" [label="[1, 24, 28, 28]", style=dashed]; -"13 DequantizeLinear_/stage2/stage2.0/branch1/branch1.0/Conv_output_0_1" -> "16 /stage2/stage2.0/branch1/branch1.2/Conv" [label="[1, 24, 28, 28]", style=solid]; -"14 QuantizeLinear_onnx^^Conv_1145_1" -> "15 DequantizeLinear_onnx^^Conv_1145_1" [label="[58, 24, 1, 1]", style=dashed]; -"15 DequantizeLinear_onnx^^Conv_1145_1" -> "16 /stage2/stage2.0/branch1/branch1.2/Conv" [label="[58, 24, 1, 1]", style=solid]; -"16 /stage2/stage2.0/branch1/branch1.2/Conv" -> "17 /stage2/stage2.0/branch1/branch1.4/Relu" [label="[1, 58, 28, 28]", style=solid]; -"17 /stage2/stage2.0/branch1/branch1.4/Relu" -> "33 QuantizeLinear_/stage2/stage2.0/branch1/branch1.4/Relu_output_0_1" [label="[1, 58, 28, 28]", style=solid]; -"18 QuantizeLinear_onnx^^Conv_1148_1" -> "19 DequantizeLinear_onnx^^Conv_1148_1" [label="[58, 24, 1, 1]", style=dashed]; -"19 DequantizeLinear_onnx^^Conv_1148_1" -> "20 /stage2/stage2.0/branch2/branch2.0/Conv" [label="[58, 24, 1, 1]", style=solid]; -"20 /stage2/stage2.0/branch2/branch2.0/Conv" -> "21 /stage2/stage2.0/branch2/branch2.2/Relu" [label="[1, 58, 56, 56]", style=solid]; -"21 /stage2/stage2.0/branch2/branch2.2/Relu" -> "22 QuantizeLinear_/stage2/stage2.0/branch2/branch2.2/Relu_output_0_1" [label="[1, 58, 56, 56]", style=solid]; -"22 QuantizeLinear_/stage2/stage2.0/branch2/branch2.2/Relu_output_0_1" -> "23 DequantizeLinear_/stage2/stage2.0/branch2/branch2.2/Relu_output_0_1" [label="[1, 58, 56, 56]", style=dashed]; -"23 DequantizeLinear_/stage2/stage2.0/branch2/branch2.2/Relu_output_0_1" -> "26 /stage2/stage2.0/branch2/branch2.3/Conv" [label="[1, 58, 56, 56]", style=solid]; -"24 QuantizeLinear_onnx^^Conv_1151_1" -> "25 DequantizeLinear_onnx^^Conv_1151_1" [label="[58, 1, 3, 3]", style=dashed]; -"25 DequantizeLinear_onnx^^Conv_1151_1" -> "26 /stage2/stage2.0/branch2/branch2.3/Conv" [label="[58, 1, 3, 3]", style=solid]; -"26 /stage2/stage2.0/branch2/branch2.3/Conv" -> "27 QuantizeLinear_/stage2/stage2.0/branch2/branch2.3/Conv_output_0_1" [label="[1, 58, 28, 28]", style=solid]; -"27 QuantizeLinear_/stage2/stage2.0/branch2/branch2.3/Conv_output_0_1" -> "28 DequantizeLinear_/stage2/stage2.0/branch2/branch2.3/Conv_output_0_1" [label="[1, 58, 28, 28]", style=dashed]; -"28 DequantizeLinear_/stage2/stage2.0/branch2/branch2.3/Conv_output_0_1" -> "31 /stage2/stage2.0/branch2/branch2.5/Conv" [label="[1, 58, 28, 28]", style=solid]; -"29 QuantizeLinear_onnx^^Conv_1154_1" -> "30 DequantizeLinear_onnx^^Conv_1154_1" [label="[58, 58, 1, 1]", style=dashed]; -"30 DequantizeLinear_onnx^^Conv_1154_1" -> "31 /stage2/stage2.0/branch2/branch2.5/Conv" [label="[58, 58, 1, 1]", style=solid]; -"31 /stage2/stage2.0/branch2/branch2.5/Conv" -> "32 /stage2/stage2.0/branch2/branch2.7/Relu" [label="[1, 58, 28, 28]", style=solid]; -"32 /stage2/stage2.0/branch2/branch2.7/Relu" -> "35 QuantizeLinear_/stage2/stage2.0/branch2/branch2.7/Relu_output_0_1" [label="[1, 58, 28, 28]", style=solid]; -"33 QuantizeLinear_/stage2/stage2.0/branch1/branch1.4/Relu_output_0_1" -> "34 DequantizeLinear_/stage2/stage2.0/branch1/branch1.4/Relu_output_0_1" [label="[1, 58, 28, 28]", style=dashed]; -"34 DequantizeLinear_/stage2/stage2.0/branch1/branch1.4/Relu_output_0_1" -> "37 /stage2/stage2.0/Concat" [label="[1, 58, 28, 28]", style=solid]; -"35 QuantizeLinear_/stage2/stage2.0/branch2/branch2.7/Relu_output_0_1" -> "36 DequantizeLinear_/stage2/stage2.0/branch2/branch2.7/Relu_output_0_1" [label="[1, 58, 28, 28]", style=dashed]; -"36 DequantizeLinear_/stage2/stage2.0/branch2/branch2.7/Relu_output_0_1" -> "37 /stage2/stage2.0/Concat" [label="[1, 58, 28, 28]", style=solid]; -"37 /stage2/stage2.0/Concat" -> "39 /stage2/stage2.0/Reshape" [label="[1, 116, 28, 28]", style=solid]; -"38 /stage2/stage2.0/Constant" -> "39 /stage2/stage2.0/Reshape" [label="[5]", style=dashed]; -"39 /stage2/stage2.0/Reshape" -> "40 /stage2/stage2.0/Transpose" [label="[1, 2, 58, 28, 28]", style=solid]; -"40 /stage2/stage2.0/Transpose" -> "42 /stage2/stage2.0/Reshape_1" [label="[1, 58, 2, 28, 28]", style=solid]; -"41 /stage2/stage2.0/Constant_1" -> "42 /stage2/stage2.0/Reshape_1" [label="[4]", style=dashed]; -"42 /stage2/stage2.0/Reshape_1" -> "43 /stage2/stage2.1/Shape" [label="[1, 116, 28, 28]", style=solid]; -"42 /stage2/stage2.0/Reshape_1" -> "53 /stage2/stage2.1/Slice" [label="[1, 116, 28, 28]", style=solid]; -"42 /stage2/stage2.0/Reshape_1" -> "56 /stage2/stage2.1/Slice_1" [label="[1, 116, 28, 28]", style=solid]; -"43 /stage2/stage2.1/Shape" -> "45 /stage2/stage2.1/Gather" [label="[4]", style=dashed]; -"44 /stage2/stage2.1/Constant" -> "45 /stage2/stage2.1/Gather" [label="[1]", style=dashed]; -"44 /stage2/stage2.1/Constant" -> "53 /stage2/stage2.1/Slice" [label="[1]", style=dashed]; -"44 /stage2/stage2.1/Constant" -> "56 /stage2/stage2.1/Slice_1" [label="[1]", style=dashed]; -"45 /stage2/stage2.1/Gather" -> "48 /stage2/stage2.1/Add" [label="[1]", style=dashed]; -"46 /stage2/stage2.1/Constant_1" -> "53 /stage2/stage2.1/Slice" [label="[1]", style=dashed]; -"47 /stage2/stage2.1/Constant_2" -> "48 /stage2/stage2.1/Add" [label="[1]", style=dashed]; -"48 /stage2/stage2.1/Add" -> "50 /stage2/stage2.1/Div" [label="[1]", style=dashed]; -"49 /stage2/stage2.1/Constant_3" -> "50 /stage2/stage2.1/Div" [label="[1]", style=dashed]; -"50 /stage2/stage2.1/Div" -> "52 /stage2/stage2.1/Mul" [label="[1]", style=dashed]; -"50 /stage2/stage2.1/Div" -> "55 /stage2/stage2.1/Mul_1" [label="[1]", style=dashed]; -"51 /stage2/stage2.1/Constant_4" -> "52 /stage2/stage2.1/Mul" [label="[1]", style=dashed]; -"52 /stage2/stage2.1/Mul" -> "53 /stage2/stage2.1/Slice" [label="[1]", style=dashed]; -"52 /stage2/stage2.1/Mul" -> "56 /stage2/stage2.1/Slice_1" [label="[1]", style=dashed]; -"53 /stage2/stage2.1/Slice" -> "74 /stage2/stage2.1/Concat" [label="[-1, -1, -1, -1]", style=solid]; -"54 /stage2/stage2.1/Constant_5" -> "55 /stage2/stage2.1/Mul_1" [label="[1]", style=dashed]; -"55 /stage2/stage2.1/Mul_1" -> "56 /stage2/stage2.1/Slice_1" [label="[1]", style=dashed]; -"56 /stage2/stage2.1/Slice_1" -> "59 /stage2/stage2.1/branch2/branch2.0/Conv" [label="[-1, -1, -1, -1]", style=solid]; -"57 QuantizeLinear_onnx^^Conv_1157_1" -> "58 DequantizeLinear_onnx^^Conv_1157_1" [label="[58, 58, 1, 1]", style=dashed]; -"58 DequantizeLinear_onnx^^Conv_1157_1" -> "59 /stage2/stage2.1/branch2/branch2.0/Conv" [label="[58, 58, 1, 1]", style=solid]; -"59 /stage2/stage2.1/branch2/branch2.0/Conv" -> "60 /stage2/stage2.1/branch2/branch2.2/Relu" [label="[-1, 58, -1, -1]", style=solid]; -"60 /stage2/stage2.1/branch2/branch2.2/Relu" -> "61 QuantizeLinear_/stage2/stage2.1/branch2/branch2.2/Relu_output_0_1" [label="[-1, 58, -1, -1]", style=solid]; -"61 QuantizeLinear_/stage2/stage2.1/branch2/branch2.2/Relu_output_0_1" -> "62 DequantizeLinear_/stage2/stage2.1/branch2/branch2.2/Relu_output_0_1" [label="[-1, 58, -1, -1]", style=dashed]; -"62 DequantizeLinear_/stage2/stage2.1/branch2/branch2.2/Relu_output_0_1" -> "65 /stage2/stage2.1/branch2/branch2.3/Conv" [label="[-1, 58, -1, -1]", style=solid]; -"63 QuantizeLinear_onnx^^Conv_1160_1" -> "64 DequantizeLinear_onnx^^Conv_1160_1" [label="[58, 1, 3, 3]", style=dashed]; -"64 DequantizeLinear_onnx^^Conv_1160_1" -> "65 /stage2/stage2.1/branch2/branch2.3/Conv" [label="[58, 1, 3, 3]", style=solid]; -"65 /stage2/stage2.1/branch2/branch2.3/Conv" -> "66 QuantizeLinear_/stage2/stage2.1/branch2/branch2.3/Conv_output_0_1" [label="[-1, 58, -1, -1]", style=solid]; -"66 QuantizeLinear_/stage2/stage2.1/branch2/branch2.3/Conv_output_0_1" -> "67 DequantizeLinear_/stage2/stage2.1/branch2/branch2.3/Conv_output_0_1" [label="[-1, 58, -1, -1]", style=dashed]; -"67 DequantizeLinear_/stage2/stage2.1/branch2/branch2.3/Conv_output_0_1" -> "70 /stage2/stage2.1/branch2/branch2.5/Conv" [label="[-1, 58, -1, -1]", style=solid]; -"68 QuantizeLinear_onnx^^Conv_1163_1" -> "69 DequantizeLinear_onnx^^Conv_1163_1" [label="[58, 58, 1, 1]", style=dashed]; -"69 DequantizeLinear_onnx^^Conv_1163_1" -> "70 /stage2/stage2.1/branch2/branch2.5/Conv" [label="[58, 58, 1, 1]", style=solid]; -"70 /stage2/stage2.1/branch2/branch2.5/Conv" -> "71 /stage2/stage2.1/branch2/branch2.7/Relu" [label="[-1, 58, -1, -1]", style=solid]; -"71 /stage2/stage2.1/branch2/branch2.7/Relu" -> "72 QuantizeLinear_/stage2/stage2.1/branch2/branch2.7/Relu_output_0_1" [label="[-1, 58, -1, -1]", style=solid]; -"72 QuantizeLinear_/stage2/stage2.1/branch2/branch2.7/Relu_output_0_1" -> "73 DequantizeLinear_/stage2/stage2.1/branch2/branch2.7/Relu_output_0_1" [label="[-1, 58, -1, -1]", style=dashed]; -"73 DequantizeLinear_/stage2/stage2.1/branch2/branch2.7/Relu_output_0_1" -> "74 /stage2/stage2.1/Concat" [label="[-1, 58, -1, -1]", style=solid]; -"74 /stage2/stage2.1/Concat" -> "76 /stage2/stage2.1/Reshape" [label="[-1, -1, -1, -1]", style=solid]; -"75 /stage2/stage2.1/Constant_6" -> "76 /stage2/stage2.1/Reshape" [label="[5]", style=dashed]; -"76 /stage2/stage2.1/Reshape" -> "77 /stage2/stage2.1/Transpose" [label="[1, 2, 58, 28, 28]", style=solid]; -"77 /stage2/stage2.1/Transpose" -> "79 /stage2/stage2.1/Reshape_1" [label="[1, 58, 2, 28, 28]", style=solid]; -"78 /stage2/stage2.1/Constant_7" -> "79 /stage2/stage2.1/Reshape_1" [label="[4]", style=dashed]; -"79 /stage2/stage2.1/Reshape_1" -> "80 /stage2/stage2.2/Shape" [label="[1, 116, 28, 28]", style=solid]; -"79 /stage2/stage2.1/Reshape_1" -> "90 /stage2/stage2.2/Slice" [label="[1, 116, 28, 28]", style=solid]; -"79 /stage2/stage2.1/Reshape_1" -> "93 /stage2/stage2.2/Slice_1" [label="[1, 116, 28, 28]", style=solid]; -"80 /stage2/stage2.2/Shape" -> "82 /stage2/stage2.2/Gather" [label="[4]", style=dashed]; -"81 /stage2/stage2.2/Constant" -> "82 /stage2/stage2.2/Gather" [label="[1]", style=dashed]; -"81 /stage2/stage2.2/Constant" -> "90 /stage2/stage2.2/Slice" [label="[1]", style=dashed]; -"81 /stage2/stage2.2/Constant" -> "93 /stage2/stage2.2/Slice_1" [label="[1]", style=dashed]; -"82 /stage2/stage2.2/Gather" -> "85 /stage2/stage2.2/Add" [label="[1]", style=dashed]; -"83 /stage2/stage2.2/Constant_1" -> "90 /stage2/stage2.2/Slice" [label="[1]", style=dashed]; -"84 /stage2/stage2.2/Constant_2" -> "85 /stage2/stage2.2/Add" [label="[1]", style=dashed]; -"85 /stage2/stage2.2/Add" -> "87 /stage2/stage2.2/Div" [label="[1]", style=dashed]; -"86 /stage2/stage2.2/Constant_3" -> "87 /stage2/stage2.2/Div" [label="[1]", style=dashed]; -"87 /stage2/stage2.2/Div" -> "89 /stage2/stage2.2/Mul" [label="[1]", style=dashed]; -"87 /stage2/stage2.2/Div" -> "92 /stage2/stage2.2/Mul_1" [label="[1]", style=dashed]; -"88 /stage2/stage2.2/Constant_4" -> "89 /stage2/stage2.2/Mul" [label="[1]", style=dashed]; -"89 /stage2/stage2.2/Mul" -> "90 /stage2/stage2.2/Slice" [label="[1]", style=dashed]; -"89 /stage2/stage2.2/Mul" -> "93 /stage2/stage2.2/Slice_1" [label="[1]", style=dashed]; -"90 /stage2/stage2.2/Slice" -> "111 /stage2/stage2.2/Concat" [label="[-1, -1, -1, -1]", style=solid]; -"91 /stage2/stage2.2/Constant_5" -> "92 /stage2/stage2.2/Mul_1" [label="[1]", style=dashed]; -"92 /stage2/stage2.2/Mul_1" -> "93 /stage2/stage2.2/Slice_1" [label="[1]", style=dashed]; -"93 /stage2/stage2.2/Slice_1" -> "96 /stage2/stage2.2/branch2/branch2.0/Conv" [label="[-1, -1, -1, -1]", style=solid]; -"94 QuantizeLinear_onnx^^Conv_1166_1" -> "95 DequantizeLinear_onnx^^Conv_1166_1" [label="[58, 58, 1, 1]", style=dashed]; -"95 DequantizeLinear_onnx^^Conv_1166_1" -> "96 /stage2/stage2.2/branch2/branch2.0/Conv" [label="[58, 58, 1, 1]", style=solid]; -"96 /stage2/stage2.2/branch2/branch2.0/Conv" -> "97 /stage2/stage2.2/branch2/branch2.2/Relu" [label="[-1, 58, -1, -1]", style=solid]; -"97 /stage2/stage2.2/branch2/branch2.2/Relu" -> "98 QuantizeLinear_/stage2/stage2.2/branch2/branch2.2/Relu_output_0_1" [label="[-1, 58, -1, -1]", style=solid]; -"98 QuantizeLinear_/stage2/stage2.2/branch2/branch2.2/Relu_output_0_1" -> "99 DequantizeLinear_/stage2/stage2.2/branch2/branch2.2/Relu_output_0_1" [label="[-1, 58, -1, -1]", style=dashed]; -"99 DequantizeLinear_/stage2/stage2.2/branch2/branch2.2/Relu_output_0_1" -> "102 /stage2/stage2.2/branch2/branch2.3/Conv" [label="[-1, 58, -1, -1]", style=solid]; -"100 QuantizeLinear_onnx^^Conv_1169_1" -> "101 DequantizeLinear_onnx^^Conv_1169_1" [label="[58, 1, 3, 3]", style=dashed]; -"101 DequantizeLinear_onnx^^Conv_1169_1" -> "102 /stage2/stage2.2/branch2/branch2.3/Conv" [label="[58, 1, 3, 3]", style=solid]; -"102 /stage2/stage2.2/branch2/branch2.3/Conv" -> "103 QuantizeLinear_/stage2/stage2.2/branch2/branch2.3/Conv_output_0_1" [label="[-1, 58, -1, -1]", style=solid]; -"103 QuantizeLinear_/stage2/stage2.2/branch2/branch2.3/Conv_output_0_1" -> "104 DequantizeLinear_/stage2/stage2.2/branch2/branch2.3/Conv_output_0_1" [label="[-1, 58, -1, -1]", style=dashed]; -"104 DequantizeLinear_/stage2/stage2.2/branch2/branch2.3/Conv_output_0_1" -> "107 /stage2/stage2.2/branch2/branch2.5/Conv" [label="[-1, 58, -1, -1]", style=solid]; -"105 QuantizeLinear_onnx^^Conv_1172_1" -> "106 DequantizeLinear_onnx^^Conv_1172_1" [label="[58, 58, 1, 1]", style=dashed]; -"106 DequantizeLinear_onnx^^Conv_1172_1" -> "107 /stage2/stage2.2/branch2/branch2.5/Conv" [label="[58, 58, 1, 1]", style=solid]; -"107 /stage2/stage2.2/branch2/branch2.5/Conv" -> "108 /stage2/stage2.2/branch2/branch2.7/Relu" [label="[-1, 58, -1, -1]", style=solid]; -"108 /stage2/stage2.2/branch2/branch2.7/Relu" -> "109 QuantizeLinear_/stage2/stage2.2/branch2/branch2.7/Relu_output_0_1" [label="[-1, 58, -1, -1]", style=solid]; -"109 QuantizeLinear_/stage2/stage2.2/branch2/branch2.7/Relu_output_0_1" -> "110 DequantizeLinear_/stage2/stage2.2/branch2/branch2.7/Relu_output_0_1" [label="[-1, 58, -1, -1]", style=dashed]; -"110 DequantizeLinear_/stage2/stage2.2/branch2/branch2.7/Relu_output_0_1" -> "111 /stage2/stage2.2/Concat" [label="[-1, 58, -1, -1]", style=solid]; -"111 /stage2/stage2.2/Concat" -> "113 /stage2/stage2.2/Reshape" [label="[-1, -1, -1, -1]", style=solid]; -"112 /stage2/stage2.2/Constant_6" -> "113 /stage2/stage2.2/Reshape" [label="[5]", style=dashed]; -"113 /stage2/stage2.2/Reshape" -> "114 /stage2/stage2.2/Transpose" [label="[1, 2, 58, 28, 28]", style=solid]; -"114 /stage2/stage2.2/Transpose" -> "116 /stage2/stage2.2/Reshape_1" [label="[1, 58, 2, 28, 28]", style=solid]; -"115 /stage2/stage2.2/Constant_7" -> "116 /stage2/stage2.2/Reshape_1" [label="[4]", style=dashed]; -"116 /stage2/stage2.2/Reshape_1" -> "117 /stage2/stage2.3/Shape" [label="[1, 116, 28, 28]", style=solid]; 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"124 /stage2/stage2.3/Div" [label="[1]", style=dashed]; -"124 /stage2/stage2.3/Div" -> "126 /stage2/stage2.3/Mul" [label="[1]", style=dashed]; -"124 /stage2/stage2.3/Div" -> "129 /stage2/stage2.3/Mul_1" [label="[1]", style=dashed]; -"125 /stage2/stage2.3/Constant_4" -> "126 /stage2/stage2.3/Mul" [label="[1]", style=dashed]; -"126 /stage2/stage2.3/Mul" -> "127 /stage2/stage2.3/Slice" [label="[1]", style=dashed]; -"126 /stage2/stage2.3/Mul" -> "130 /stage2/stage2.3/Slice_1" [label="[1]", style=dashed]; -"127 /stage2/stage2.3/Slice" -> "148 /stage2/stage2.3/Concat" [label="[-1, -1, -1, -1]", style=solid]; -"128 /stage2/stage2.3/Constant_5" -> "129 /stage2/stage2.3/Mul_1" [label="[1]", style=dashed]; -"129 /stage2/stage2.3/Mul_1" -> "130 /stage2/stage2.3/Slice_1" [label="[1]", style=dashed]; -"130 /stage2/stage2.3/Slice_1" -> "133 /stage2/stage2.3/branch2/branch2.0/Conv" [label="[-1, -1, -1, -1]", style=solid]; -"131 QuantizeLinear_onnx^^Conv_1175_1" -> "132 DequantizeLinear_onnx^^Conv_1175_1" [label="[58, 58, 1, 1]", style=dashed]; -"132 DequantizeLinear_onnx^^Conv_1175_1" -> "133 /stage2/stage2.3/branch2/branch2.0/Conv" [label="[58, 58, 1, 1]", style=solid]; -"133 /stage2/stage2.3/branch2/branch2.0/Conv" -> "134 /stage2/stage2.3/branch2/branch2.2/Relu" [label="[-1, 58, -1, -1]", style=solid]; -"134 /stage2/stage2.3/branch2/branch2.2/Relu" -> "135 QuantizeLinear_/stage2/stage2.3/branch2/branch2.2/Relu_output_0_1" [label="[-1, 58, -1, -1]", style=solid]; -"135 QuantizeLinear_/stage2/stage2.3/branch2/branch2.2/Relu_output_0_1" -> "136 DequantizeLinear_/stage2/stage2.3/branch2/branch2.2/Relu_output_0_1" [label="[-1, 58, -1, -1]", style=dashed]; -"136 DequantizeLinear_/stage2/stage2.3/branch2/branch2.2/Relu_output_0_1" -> "139 /stage2/stage2.3/branch2/branch2.3/Conv" [label="[-1, 58, -1, -1]", style=solid]; -"137 QuantizeLinear_onnx^^Conv_1178_1" -> "138 DequantizeLinear_onnx^^Conv_1178_1" [label="[58, 1, 3, 3]", style=dashed]; -"138 DequantizeLinear_onnx^^Conv_1178_1" -> "139 /stage2/stage2.3/branch2/branch2.3/Conv" [label="[58, 1, 3, 3]", style=solid]; -"139 /stage2/stage2.3/branch2/branch2.3/Conv" -> "140 QuantizeLinear_/stage2/stage2.3/branch2/branch2.3/Conv_output_0_1" [label="[-1, 58, -1, -1]", style=solid]; -"140 QuantizeLinear_/stage2/stage2.3/branch2/branch2.3/Conv_output_0_1" -> "141 DequantizeLinear_/stage2/stage2.3/branch2/branch2.3/Conv_output_0_1" [label="[-1, 58, -1, -1]", style=dashed]; -"141 DequantizeLinear_/stage2/stage2.3/branch2/branch2.3/Conv_output_0_1" -> "144 /stage2/stage2.3/branch2/branch2.5/Conv" [label="[-1, 58, -1, -1]", style=solid]; -"142 QuantizeLinear_onnx^^Conv_1181_1" -> "143 DequantizeLinear_onnx^^Conv_1181_1" [label="[58, 58, 1, 1]", style=dashed]; -"143 DequantizeLinear_onnx^^Conv_1181_1" -> "144 /stage2/stage2.3/branch2/branch2.5/Conv" [label="[58, 58, 1, 1]", style=solid]; -"144 /stage2/stage2.3/branch2/branch2.5/Conv" -> "145 /stage2/stage2.3/branch2/branch2.7/Relu" [label="[-1, 58, -1, -1]", style=solid]; -"145 /stage2/stage2.3/branch2/branch2.7/Relu" -> "146 QuantizeLinear_/stage2/stage2.3/branch2/branch2.7/Relu_output_0_1" [label="[-1, 58, -1, -1]", style=solid]; -"146 QuantizeLinear_/stage2/stage2.3/branch2/branch2.7/Relu_output_0_1" -> "147 DequantizeLinear_/stage2/stage2.3/branch2/branch2.7/Relu_output_0_1" [label="[-1, 58, -1, -1]", style=dashed]; -"147 DequantizeLinear_/stage2/stage2.3/branch2/branch2.7/Relu_output_0_1" -> "148 /stage2/stage2.3/Concat" [label="[-1, 58, -1, -1]", style=solid]; -"148 /stage2/stage2.3/Concat" -> "150 /stage2/stage2.3/Reshape" [label="[-1, -1, -1, -1]", style=solid]; -"149 /stage2/stage2.3/Constant_6" -> "150 /stage2/stage2.3/Reshape" [label="[5]", style=dashed]; -"150 /stage2/stage2.3/Reshape" -> "151 /stage2/stage2.3/Transpose" [label="[1, 2, 58, 28, 28]", style=solid]; -"151 /stage2/stage2.3/Transpose" -> "153 /stage2/stage2.3/Reshape_1" [label="[1, 58, 2, 28, 28]", style=solid]; -"152 /stage2/stage2.3/Constant_7" -> "153 /stage2/stage2.3/Reshape_1" [label="[4]", style=dashed]; -"153 /stage2/stage2.3/Reshape_1" -> "156 /stage3/stage3.0/branch1/branch1.0/Conv" [label="[1, 116, 28, 28]", style=solid]; -"153 /stage2/stage2.3/Reshape_1" -> "165 /stage3/stage3.0/branch2/branch2.0/Conv" [label="[1, 116, 28, 28]", style=solid]; -"154 QuantizeLinear_onnx^^Conv_1184_1" -> "155 DequantizeLinear_onnx^^Conv_1184_1" [label="[116, 1, 3, 3]", style=dashed]; -"155 DequantizeLinear_onnx^^Conv_1184_1" -> "156 /stage3/stage3.0/branch1/branch1.0/Conv" [label="[116, 1, 3, 3]", style=solid]; -"156 /stage3/stage3.0/branch1/branch1.0/Conv" -> "157 QuantizeLinear_/stage3/stage3.0/branch1/branch1.0/Conv_output_0_1" [label="[1, 116, 14, 14]", style=solid]; -"157 QuantizeLinear_/stage3/stage3.0/branch1/branch1.0/Conv_output_0_1" -> "158 DequantizeLinear_/stage3/stage3.0/branch1/branch1.0/Conv_output_0_1" [label="[1, 116, 14, 14]", style=dashed]; -"158 DequantizeLinear_/stage3/stage3.0/branch1/branch1.0/Conv_output_0_1" -> "161 /stage3/stage3.0/branch1/branch1.2/Conv" [label="[1, 116, 14, 14]", style=solid]; -"159 QuantizeLinear_onnx^^Conv_1187_1" -> "160 DequantizeLinear_onnx^^Conv_1187_1" [label="[116, 116, 1, 1]", style=dashed]; -"160 DequantizeLinear_onnx^^Conv_1187_1" -> "161 /stage3/stage3.0/branch1/branch1.2/Conv" [label="[116, 116, 1, 1]", style=solid]; -"161 /stage3/stage3.0/branch1/branch1.2/Conv" -> "162 /stage3/stage3.0/branch1/branch1.4/Relu" [label="[1, 116, 14, 14]", style=solid]; -"162 /stage3/stage3.0/branch1/branch1.4/Relu" -> "178 QuantizeLinear_/stage3/stage3.0/branch1/branch1.4/Relu_output_0_1" [label="[1, 116, 14, 14]", style=solid]; -"163 QuantizeLinear_onnx^^Conv_1190_1" -> "164 DequantizeLinear_onnx^^Conv_1190_1" [label="[116, 116, 1, 1]", style=dashed]; -"164 DequantizeLinear_onnx^^Conv_1190_1" -> "165 /stage3/stage3.0/branch2/branch2.0/Conv" [label="[116, 116, 1, 1]", style=solid]; -"165 /stage3/stage3.0/branch2/branch2.0/Conv" -> "166 /stage3/stage3.0/branch2/branch2.2/Relu" [label="[1, 116, 28, 28]", style=solid]; -"166 /stage3/stage3.0/branch2/branch2.2/Relu" -> "167 QuantizeLinear_/stage3/stage3.0/branch2/branch2.2/Relu_output_0_1" [label="[1, 116, 28, 28]", style=solid]; -"167 QuantizeLinear_/stage3/stage3.0/branch2/branch2.2/Relu_output_0_1" -> "168 DequantizeLinear_/stage3/stage3.0/branch2/branch2.2/Relu_output_0_1" [label="[1, 116, 28, 28]", style=dashed]; -"168 DequantizeLinear_/stage3/stage3.0/branch2/branch2.2/Relu_output_0_1" -> "171 /stage3/stage3.0/branch2/branch2.3/Conv" [label="[1, 116, 28, 28]", style=solid]; -"169 QuantizeLinear_onnx^^Conv_1193_1" -> "170 DequantizeLinear_onnx^^Conv_1193_1" [label="[116, 1, 3, 3]", style=dashed]; -"170 DequantizeLinear_onnx^^Conv_1193_1" -> "171 /stage3/stage3.0/branch2/branch2.3/Conv" [label="[116, 1, 3, 3]", style=solid]; -"171 /stage3/stage3.0/branch2/branch2.3/Conv" -> "172 QuantizeLinear_/stage3/stage3.0/branch2/branch2.3/Conv_output_0_1" [label="[1, 116, 14, 14]", style=solid]; -"172 QuantizeLinear_/stage3/stage3.0/branch2/branch2.3/Conv_output_0_1" -> "173 DequantizeLinear_/stage3/stage3.0/branch2/branch2.3/Conv_output_0_1" [label="[1, 116, 14, 14]", style=dashed]; -"173 DequantizeLinear_/stage3/stage3.0/branch2/branch2.3/Conv_output_0_1" -> "176 /stage3/stage3.0/branch2/branch2.5/Conv" [label="[1, 116, 14, 14]", style=solid]; -"174 QuantizeLinear_onnx^^Conv_1196_1" -> "175 DequantizeLinear_onnx^^Conv_1196_1" [label="[116, 116, 1, 1]", style=dashed]; -"175 DequantizeLinear_onnx^^Conv_1196_1" -> "176 /stage3/stage3.0/branch2/branch2.5/Conv" [label="[116, 116, 1, 1]", style=solid]; -"176 /stage3/stage3.0/branch2/branch2.5/Conv" -> "177 /stage3/stage3.0/branch2/branch2.7/Relu" [label="[1, 116, 14, 14]", style=solid]; -"177 /stage3/stage3.0/branch2/branch2.7/Relu" -> "180 QuantizeLinear_/stage3/stage3.0/branch2/branch2.7/Relu_output_0_1" [label="[1, 116, 14, 14]", style=solid]; -"178 QuantizeLinear_/stage3/stage3.0/branch1/branch1.4/Relu_output_0_1" -> "179 DequantizeLinear_/stage3/stage3.0/branch1/branch1.4/Relu_output_0_1" [label="[1, 116, 14, 14]", style=dashed]; -"179 DequantizeLinear_/stage3/stage3.0/branch1/branch1.4/Relu_output_0_1" -> "182 /stage3/stage3.0/Concat" [label="[1, 116, 14, 14]", style=solid]; -"180 QuantizeLinear_/stage3/stage3.0/branch2/branch2.7/Relu_output_0_1" -> "181 DequantizeLinear_/stage3/stage3.0/branch2/branch2.7/Relu_output_0_1" [label="[1, 116, 14, 14]", style=dashed]; -"181 DequantizeLinear_/stage3/stage3.0/branch2/branch2.7/Relu_output_0_1" -> "182 /stage3/stage3.0/Concat" [label="[1, 116, 14, 14]", style=solid]; -"182 /stage3/stage3.0/Concat" -> "184 /stage3/stage3.0/Reshape" [label="[1, 232, 14, 14]", style=solid]; -"183 /stage3/stage3.0/Constant" -> "184 /stage3/stage3.0/Reshape" [label="[5]", style=dashed]; -"184 /stage3/stage3.0/Reshape" -> "185 /stage3/stage3.0/Transpose" [label="[1, 2, 116, 14, 14]", style=solid]; -"185 /stage3/stage3.0/Transpose" -> "187 /stage3/stage3.0/Reshape_1" [label="[1, 116, 2, 14, 14]", style=solid]; -"186 /stage3/stage3.0/Constant_1" -> "187 /stage3/stage3.0/Reshape_1" [label="[4]", style=dashed]; -"187 /stage3/stage3.0/Reshape_1" -> "188 /stage3/stage3.1/Shape" [label="[1, 232, 14, 14]", style=solid]; -"187 /stage3/stage3.0/Reshape_1" -> "198 /stage3/stage3.1/Slice" [label="[1, 232, 14, 14]", style=solid]; -"187 /stage3/stage3.0/Reshape_1" -> "201 /stage3/stage3.1/Slice_1" [label="[1, 232, 14, 14]", style=solid]; -"188 /stage3/stage3.1/Shape" -> "190 /stage3/stage3.1/Gather" [label="[4]", style=dashed]; -"189 /stage3/stage3.1/Constant" -> "190 /stage3/stage3.1/Gather" [label="[1]", style=dashed]; -"189 /stage3/stage3.1/Constant" -> "198 /stage3/stage3.1/Slice" [label="[1]", style=dashed]; -"189 /stage3/stage3.1/Constant" -> "201 /stage3/stage3.1/Slice_1" [label="[1]", style=dashed]; -"190 /stage3/stage3.1/Gather" -> "193 /stage3/stage3.1/Add" [label="[1]", style=dashed]; -"191 /stage3/stage3.1/Constant_1" -> "198 /stage3/stage3.1/Slice" [label="[1]", style=dashed]; -"192 /stage3/stage3.1/Constant_2" -> "193 /stage3/stage3.1/Add" [label="[1]", style=dashed]; -"193 /stage3/stage3.1/Add" -> "195 /stage3/stage3.1/Div" [label="[1]", style=dashed]; -"194 /stage3/stage3.1/Constant_3" -> "195 /stage3/stage3.1/Div" [label="[1]", style=dashed]; -"195 /stage3/stage3.1/Div" -> "197 /stage3/stage3.1/Mul" [label="[1]", style=dashed]; -"195 /stage3/stage3.1/Div" -> "200 /stage3/stage3.1/Mul_1" [label="[1]", style=dashed]; -"196 /stage3/stage3.1/Constant_4" -> "197 /stage3/stage3.1/Mul" [label="[1]", style=dashed]; -"197 /stage3/stage3.1/Mul" -> "198 /stage3/stage3.1/Slice" [label="[1]", style=dashed]; -"197 /stage3/stage3.1/Mul" -> "201 /stage3/stage3.1/Slice_1" [label="[1]", style=dashed]; -"198 /stage3/stage3.1/Slice" -> "219 /stage3/stage3.1/Concat" [label="[-1, -1, -1, -1]", style=solid]; -"199 /stage3/stage3.1/Constant_5" -> "200 /stage3/stage3.1/Mul_1" [label="[1]", style=dashed]; -"200 /stage3/stage3.1/Mul_1" -> "201 /stage3/stage3.1/Slice_1" [label="[1]", style=dashed]; -"201 /stage3/stage3.1/Slice_1" -> "204 /stage3/stage3.1/branch2/branch2.0/Conv" [label="[-1, -1, -1, -1]", style=solid]; -"202 QuantizeLinear_onnx^^Conv_1199_1" -> "203 DequantizeLinear_onnx^^Conv_1199_1" [label="[116, 116, 1, 1]", style=dashed]; -"203 DequantizeLinear_onnx^^Conv_1199_1" -> "204 /stage3/stage3.1/branch2/branch2.0/Conv" [label="[116, 116, 1, 1]", style=solid]; -"204 /stage3/stage3.1/branch2/branch2.0/Conv" -> "205 /stage3/stage3.1/branch2/branch2.2/Relu" [label="[-1, 116, -1, -1]", style=solid]; -"205 /stage3/stage3.1/branch2/branch2.2/Relu" -> "206 QuantizeLinear_/stage3/stage3.1/branch2/branch2.2/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"206 QuantizeLinear_/stage3/stage3.1/branch2/branch2.2/Relu_output_0_1" -> "207 DequantizeLinear_/stage3/stage3.1/branch2/branch2.2/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"207 DequantizeLinear_/stage3/stage3.1/branch2/branch2.2/Relu_output_0_1" -> "210 /stage3/stage3.1/branch2/branch2.3/Conv" [label="[-1, 116, -1, -1]", style=solid]; -"208 QuantizeLinear_onnx^^Conv_1202_1" -> "209 DequantizeLinear_onnx^^Conv_1202_1" [label="[116, 1, 3, 3]", style=dashed]; -"209 DequantizeLinear_onnx^^Conv_1202_1" -> "210 /stage3/stage3.1/branch2/branch2.3/Conv" [label="[116, 1, 3, 3]", style=solid]; -"210 /stage3/stage3.1/branch2/branch2.3/Conv" -> "211 QuantizeLinear_/stage3/stage3.1/branch2/branch2.3/Conv_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"211 QuantizeLinear_/stage3/stage3.1/branch2/branch2.3/Conv_output_0_1" -> "212 DequantizeLinear_/stage3/stage3.1/branch2/branch2.3/Conv_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"212 DequantizeLinear_/stage3/stage3.1/branch2/branch2.3/Conv_output_0_1" -> "215 /stage3/stage3.1/branch2/branch2.5/Conv" [label="[-1, 116, -1, -1]", style=solid]; -"213 QuantizeLinear_onnx^^Conv_1205_1" -> "214 DequantizeLinear_onnx^^Conv_1205_1" [label="[116, 116, 1, 1]", style=dashed]; -"214 DequantizeLinear_onnx^^Conv_1205_1" -> "215 /stage3/stage3.1/branch2/branch2.5/Conv" [label="[116, 116, 1, 1]", style=solid]; -"215 /stage3/stage3.1/branch2/branch2.5/Conv" -> "216 /stage3/stage3.1/branch2/branch2.7/Relu" [label="[-1, 116, -1, -1]", style=solid]; -"216 /stage3/stage3.1/branch2/branch2.7/Relu" -> "217 QuantizeLinear_/stage3/stage3.1/branch2/branch2.7/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"217 QuantizeLinear_/stage3/stage3.1/branch2/branch2.7/Relu_output_0_1" -> "218 DequantizeLinear_/stage3/stage3.1/branch2/branch2.7/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"218 DequantizeLinear_/stage3/stage3.1/branch2/branch2.7/Relu_output_0_1" -> "219 /stage3/stage3.1/Concat" [label="[-1, 116, -1, -1]", style=solid]; -"219 /stage3/stage3.1/Concat" -> "221 /stage3/stage3.1/Reshape" [label="[-1, -1, -1, -1]", style=solid]; -"220 /stage3/stage3.1/Constant_6" -> "221 /stage3/stage3.1/Reshape" [label="[5]", style=dashed]; -"221 /stage3/stage3.1/Reshape" -> "222 /stage3/stage3.1/Transpose" [label="[1, 2, 116, 14, 14]", style=solid]; -"222 /stage3/stage3.1/Transpose" -> "224 /stage3/stage3.1/Reshape_1" [label="[1, 116, 2, 14, 14]", style=solid]; -"223 /stage3/stage3.1/Constant_7" -> "224 /stage3/stage3.1/Reshape_1" [label="[4]", style=dashed]; -"224 /stage3/stage3.1/Reshape_1" -> "225 /stage3/stage3.2/Shape" [label="[1, 232, 14, 14]", style=solid]; -"224 /stage3/stage3.1/Reshape_1" -> "235 /stage3/stage3.2/Slice" [label="[1, 232, 14, 14]", style=solid]; -"224 /stage3/stage3.1/Reshape_1" -> "238 /stage3/stage3.2/Slice_1" [label="[1, 232, 14, 14]", style=solid]; -"225 /stage3/stage3.2/Shape" -> "227 /stage3/stage3.2/Gather" [label="[4]", style=dashed]; -"226 /stage3/stage3.2/Constant" -> "227 /stage3/stage3.2/Gather" [label="[1]", style=dashed]; -"226 /stage3/stage3.2/Constant" -> "235 /stage3/stage3.2/Slice" [label="[1]", style=dashed]; -"226 /stage3/stage3.2/Constant" -> "238 /stage3/stage3.2/Slice_1" [label="[1]", style=dashed]; -"227 /stage3/stage3.2/Gather" -> "230 /stage3/stage3.2/Add" [label="[1]", style=dashed]; -"228 /stage3/stage3.2/Constant_1" -> "235 /stage3/stage3.2/Slice" [label="[1]", style=dashed]; -"229 /stage3/stage3.2/Constant_2" -> "230 /stage3/stage3.2/Add" [label="[1]", style=dashed]; -"230 /stage3/stage3.2/Add" -> "232 /stage3/stage3.2/Div" [label="[1]", style=dashed]; -"231 /stage3/stage3.2/Constant_3" -> "232 /stage3/stage3.2/Div" [label="[1]", style=dashed]; -"232 /stage3/stage3.2/Div" -> "234 /stage3/stage3.2/Mul" [label="[1]", style=dashed]; -"232 /stage3/stage3.2/Div" -> "237 /stage3/stage3.2/Mul_1" [label="[1]", style=dashed]; -"233 /stage3/stage3.2/Constant_4" -> "234 /stage3/stage3.2/Mul" [label="[1]", style=dashed]; -"234 /stage3/stage3.2/Mul" -> "235 /stage3/stage3.2/Slice" [label="[1]", style=dashed]; -"234 /stage3/stage3.2/Mul" -> "238 /stage3/stage3.2/Slice_1" [label="[1]", style=dashed]; -"235 /stage3/stage3.2/Slice" -> "256 /stage3/stage3.2/Concat" [label="[-1, -1, -1, -1]", style=solid]; -"236 /stage3/stage3.2/Constant_5" -> "237 /stage3/stage3.2/Mul_1" [label="[1]", style=dashed]; -"237 /stage3/stage3.2/Mul_1" -> "238 /stage3/stage3.2/Slice_1" [label="[1]", style=dashed]; -"238 /stage3/stage3.2/Slice_1" -> "241 /stage3/stage3.2/branch2/branch2.0/Conv" [label="[-1, -1, -1, -1]", style=solid]; -"239 QuantizeLinear_onnx^^Conv_1208_1" -> "240 DequantizeLinear_onnx^^Conv_1208_1" [label="[116, 116, 1, 1]", style=dashed]; -"240 DequantizeLinear_onnx^^Conv_1208_1" -> "241 /stage3/stage3.2/branch2/branch2.0/Conv" [label="[116, 116, 1, 1]", style=solid]; -"241 /stage3/stage3.2/branch2/branch2.0/Conv" -> "242 /stage3/stage3.2/branch2/branch2.2/Relu" [label="[-1, 116, -1, -1]", style=solid]; -"242 /stage3/stage3.2/branch2/branch2.2/Relu" -> "243 QuantizeLinear_/stage3/stage3.2/branch2/branch2.2/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"243 QuantizeLinear_/stage3/stage3.2/branch2/branch2.2/Relu_output_0_1" -> "244 DequantizeLinear_/stage3/stage3.2/branch2/branch2.2/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"244 DequantizeLinear_/stage3/stage3.2/branch2/branch2.2/Relu_output_0_1" -> "247 /stage3/stage3.2/branch2/branch2.3/Conv" [label="[-1, 116, -1, -1]", style=solid]; -"245 QuantizeLinear_onnx^^Conv_1211_1" -> "246 DequantizeLinear_onnx^^Conv_1211_1" [label="[116, 1, 3, 3]", style=dashed]; -"246 DequantizeLinear_onnx^^Conv_1211_1" -> "247 /stage3/stage3.2/branch2/branch2.3/Conv" [label="[116, 1, 3, 3]", style=solid]; -"247 /stage3/stage3.2/branch2/branch2.3/Conv" -> "248 QuantizeLinear_/stage3/stage3.2/branch2/branch2.3/Conv_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"248 QuantizeLinear_/stage3/stage3.2/branch2/branch2.3/Conv_output_0_1" -> "249 DequantizeLinear_/stage3/stage3.2/branch2/branch2.3/Conv_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"249 DequantizeLinear_/stage3/stage3.2/branch2/branch2.3/Conv_output_0_1" -> "252 /stage3/stage3.2/branch2/branch2.5/Conv" [label="[-1, 116, -1, -1]", style=solid]; -"250 QuantizeLinear_onnx^^Conv_1214_1" -> "251 DequantizeLinear_onnx^^Conv_1214_1" [label="[116, 116, 1, 1]", style=dashed]; -"251 DequantizeLinear_onnx^^Conv_1214_1" -> "252 /stage3/stage3.2/branch2/branch2.5/Conv" [label="[116, 116, 1, 1]", style=solid]; -"252 /stage3/stage3.2/branch2/branch2.5/Conv" -> "253 /stage3/stage3.2/branch2/branch2.7/Relu" [label="[-1, 116, -1, -1]", style=solid]; -"253 /stage3/stage3.2/branch2/branch2.7/Relu" -> "254 QuantizeLinear_/stage3/stage3.2/branch2/branch2.7/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"254 QuantizeLinear_/stage3/stage3.2/branch2/branch2.7/Relu_output_0_1" -> "255 DequantizeLinear_/stage3/stage3.2/branch2/branch2.7/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"255 DequantizeLinear_/stage3/stage3.2/branch2/branch2.7/Relu_output_0_1" -> "256 /stage3/stage3.2/Concat" [label="[-1, 116, -1, -1]", style=solid]; -"256 /stage3/stage3.2/Concat" -> "258 /stage3/stage3.2/Reshape" [label="[-1, -1, -1, -1]", style=solid]; -"257 /stage3/stage3.2/Constant_6" -> "258 /stage3/stage3.2/Reshape" [label="[5]", style=dashed]; -"258 /stage3/stage3.2/Reshape" -> "259 /stage3/stage3.2/Transpose" [label="[1, 2, 116, 14, 14]", style=solid]; -"259 /stage3/stage3.2/Transpose" -> "261 /stage3/stage3.2/Reshape_1" [label="[1, 116, 2, 14, 14]", style=solid]; -"260 /stage3/stage3.2/Constant_7" -> "261 /stage3/stage3.2/Reshape_1" [label="[4]", style=dashed]; -"261 /stage3/stage3.2/Reshape_1" -> "262 /stage3/stage3.3/Shape" [label="[1, 232, 14, 14]", style=solid]; -"261 /stage3/stage3.2/Reshape_1" -> "272 /stage3/stage3.3/Slice" [label="[1, 232, 14, 14]", style=solid]; -"261 /stage3/stage3.2/Reshape_1" -> "275 /stage3/stage3.3/Slice_1" [label="[1, 232, 14, 14]", style=solid]; 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style=dashed]; -"270 /stage3/stage3.3/Constant_4" -> "271 /stage3/stage3.3/Mul" [label="[1]", style=dashed]; -"271 /stage3/stage3.3/Mul" -> "272 /stage3/stage3.3/Slice" [label="[1]", style=dashed]; -"271 /stage3/stage3.3/Mul" -> "275 /stage3/stage3.3/Slice_1" [label="[1]", style=dashed]; -"272 /stage3/stage3.3/Slice" -> "293 /stage3/stage3.3/Concat" [label="[-1, -1, -1, -1]", style=solid]; -"273 /stage3/stage3.3/Constant_5" -> "274 /stage3/stage3.3/Mul_1" [label="[1]", style=dashed]; -"274 /stage3/stage3.3/Mul_1" -> "275 /stage3/stage3.3/Slice_1" [label="[1]", style=dashed]; -"275 /stage3/stage3.3/Slice_1" -> "278 /stage3/stage3.3/branch2/branch2.0/Conv" [label="[-1, -1, -1, -1]", style=solid]; -"276 QuantizeLinear_onnx^^Conv_1217_1" -> "277 DequantizeLinear_onnx^^Conv_1217_1" [label="[116, 116, 1, 1]", style=dashed]; -"277 DequantizeLinear_onnx^^Conv_1217_1" -> "278 /stage3/stage3.3/branch2/branch2.0/Conv" [label="[116, 116, 1, 1]", style=solid]; -"278 /stage3/stage3.3/branch2/branch2.0/Conv" -> "279 /stage3/stage3.3/branch2/branch2.2/Relu" [label="[-1, 116, -1, -1]", style=solid]; -"279 /stage3/stage3.3/branch2/branch2.2/Relu" -> "280 QuantizeLinear_/stage3/stage3.3/branch2/branch2.2/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"280 QuantizeLinear_/stage3/stage3.3/branch2/branch2.2/Relu_output_0_1" -> "281 DequantizeLinear_/stage3/stage3.3/branch2/branch2.2/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"281 DequantizeLinear_/stage3/stage3.3/branch2/branch2.2/Relu_output_0_1" -> "284 /stage3/stage3.3/branch2/branch2.3/Conv" [label="[-1, 116, -1, -1]", style=solid]; -"282 QuantizeLinear_onnx^^Conv_1220_1" -> "283 DequantizeLinear_onnx^^Conv_1220_1" [label="[116, 1, 3, 3]", style=dashed]; -"283 DequantizeLinear_onnx^^Conv_1220_1" -> "284 /stage3/stage3.3/branch2/branch2.3/Conv" [label="[116, 1, 3, 3]", style=solid]; -"284 /stage3/stage3.3/branch2/branch2.3/Conv" -> "285 QuantizeLinear_/stage3/stage3.3/branch2/branch2.3/Conv_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"285 QuantizeLinear_/stage3/stage3.3/branch2/branch2.3/Conv_output_0_1" -> "286 DequantizeLinear_/stage3/stage3.3/branch2/branch2.3/Conv_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"286 DequantizeLinear_/stage3/stage3.3/branch2/branch2.3/Conv_output_0_1" -> "289 /stage3/stage3.3/branch2/branch2.5/Conv" [label="[-1, 116, -1, -1]", style=solid]; -"287 QuantizeLinear_onnx^^Conv_1223_1" -> "288 DequantizeLinear_onnx^^Conv_1223_1" [label="[116, 116, 1, 1]", style=dashed]; -"288 DequantizeLinear_onnx^^Conv_1223_1" -> "289 /stage3/stage3.3/branch2/branch2.5/Conv" [label="[116, 116, 1, 1]", style=solid]; -"289 /stage3/stage3.3/branch2/branch2.5/Conv" -> "290 /stage3/stage3.3/branch2/branch2.7/Relu" [label="[-1, 116, -1, -1]", style=solid]; -"290 /stage3/stage3.3/branch2/branch2.7/Relu" -> "291 QuantizeLinear_/stage3/stage3.3/branch2/branch2.7/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"291 QuantizeLinear_/stage3/stage3.3/branch2/branch2.7/Relu_output_0_1" -> "292 DequantizeLinear_/stage3/stage3.3/branch2/branch2.7/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"292 DequantizeLinear_/stage3/stage3.3/branch2/branch2.7/Relu_output_0_1" -> "293 /stage3/stage3.3/Concat" [label="[-1, 116, -1, -1]", style=solid]; -"293 /stage3/stage3.3/Concat" -> "295 /stage3/stage3.3/Reshape" [label="[-1, -1, -1, -1]", style=solid]; -"294 /stage3/stage3.3/Constant_6" -> "295 /stage3/stage3.3/Reshape" [label="[5]", style=dashed]; -"295 /stage3/stage3.3/Reshape" -> "296 /stage3/stage3.3/Transpose" [label="[1, 2, 116, 14, 14]", style=solid]; -"296 /stage3/stage3.3/Transpose" -> "298 /stage3/stage3.3/Reshape_1" [label="[1, 116, 2, 14, 14]", style=solid]; -"297 /stage3/stage3.3/Constant_7" -> "298 /stage3/stage3.3/Reshape_1" [label="[4]", style=dashed]; -"298 /stage3/stage3.3/Reshape_1" -> "299 /stage3/stage3.4/Shape" [label="[1, 232, 14, 14]", style=solid]; -"298 /stage3/stage3.3/Reshape_1" -> "309 /stage3/stage3.4/Slice" [label="[1, 232, 14, 14]", style=solid]; -"298 /stage3/stage3.3/Reshape_1" -> "312 /stage3/stage3.4/Slice_1" [label="[1, 232, 14, 14]", style=solid]; -"299 /stage3/stage3.4/Shape" -> "301 /stage3/stage3.4/Gather" [label="[4]", style=dashed]; -"300 /stage3/stage3.4/Constant" -> "301 /stage3/stage3.4/Gather" [label="[1]", style=dashed]; -"300 /stage3/stage3.4/Constant" -> "309 /stage3/stage3.4/Slice" [label="[1]", style=dashed]; -"300 /stage3/stage3.4/Constant" -> "312 /stage3/stage3.4/Slice_1" [label="[1]", style=dashed]; -"301 /stage3/stage3.4/Gather" -> "304 /stage3/stage3.4/Add" [label="[1]", style=dashed]; -"302 /stage3/stage3.4/Constant_1" -> "309 /stage3/stage3.4/Slice" [label="[1]", style=dashed]; -"303 /stage3/stage3.4/Constant_2" -> "304 /stage3/stage3.4/Add" [label="[1]", style=dashed]; -"304 /stage3/stage3.4/Add" -> "306 /stage3/stage3.4/Div" [label="[1]", style=dashed]; -"305 /stage3/stage3.4/Constant_3" -> "306 /stage3/stage3.4/Div" [label="[1]", style=dashed]; -"306 /stage3/stage3.4/Div" -> "308 /stage3/stage3.4/Mul" [label="[1]", style=dashed]; -"306 /stage3/stage3.4/Div" -> "311 /stage3/stage3.4/Mul_1" [label="[1]", style=dashed]; -"307 /stage3/stage3.4/Constant_4" -> "308 /stage3/stage3.4/Mul" [label="[1]", style=dashed]; -"308 /stage3/stage3.4/Mul" -> "309 /stage3/stage3.4/Slice" [label="[1]", style=dashed]; -"308 /stage3/stage3.4/Mul" -> "312 /stage3/stage3.4/Slice_1" [label="[1]", style=dashed]; -"309 /stage3/stage3.4/Slice" -> "330 /stage3/stage3.4/Concat" [label="[-1, -1, -1, -1]", style=solid]; -"310 /stage3/stage3.4/Constant_5" -> "311 /stage3/stage3.4/Mul_1" [label="[1]", style=dashed]; -"311 /stage3/stage3.4/Mul_1" -> "312 /stage3/stage3.4/Slice_1" [label="[1]", style=dashed]; -"312 /stage3/stage3.4/Slice_1" -> "315 /stage3/stage3.4/branch2/branch2.0/Conv" [label="[-1, -1, -1, -1]", style=solid]; -"313 QuantizeLinear_onnx^^Conv_1226_1" -> "314 DequantizeLinear_onnx^^Conv_1226_1" [label="[116, 116, 1, 1]", style=dashed]; -"314 DequantizeLinear_onnx^^Conv_1226_1" -> "315 /stage3/stage3.4/branch2/branch2.0/Conv" [label="[116, 116, 1, 1]", style=solid]; -"315 /stage3/stage3.4/branch2/branch2.0/Conv" -> "316 /stage3/stage3.4/branch2/branch2.2/Relu" [label="[-1, 116, -1, -1]", style=solid]; -"316 /stage3/stage3.4/branch2/branch2.2/Relu" -> "317 QuantizeLinear_/stage3/stage3.4/branch2/branch2.2/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"317 QuantizeLinear_/stage3/stage3.4/branch2/branch2.2/Relu_output_0_1" -> "318 DequantizeLinear_/stage3/stage3.4/branch2/branch2.2/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"318 DequantizeLinear_/stage3/stage3.4/branch2/branch2.2/Relu_output_0_1" -> "321 /stage3/stage3.4/branch2/branch2.3/Conv" [label="[-1, 116, -1, -1]", style=solid]; -"319 QuantizeLinear_onnx^^Conv_1229_1" -> "320 DequantizeLinear_onnx^^Conv_1229_1" [label="[116, 1, 3, 3]", style=dashed]; -"320 DequantizeLinear_onnx^^Conv_1229_1" -> "321 /stage3/stage3.4/branch2/branch2.3/Conv" [label="[116, 1, 3, 3]", style=solid]; -"321 /stage3/stage3.4/branch2/branch2.3/Conv" -> "322 QuantizeLinear_/stage3/stage3.4/branch2/branch2.3/Conv_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"322 QuantizeLinear_/stage3/stage3.4/branch2/branch2.3/Conv_output_0_1" -> "323 DequantizeLinear_/stage3/stage3.4/branch2/branch2.3/Conv_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"323 DequantizeLinear_/stage3/stage3.4/branch2/branch2.3/Conv_output_0_1" -> "326 /stage3/stage3.4/branch2/branch2.5/Conv" [label="[-1, 116, -1, -1]", style=solid]; -"324 QuantizeLinear_onnx^^Conv_1232_1" -> "325 DequantizeLinear_onnx^^Conv_1232_1" [label="[116, 116, 1, 1]", style=dashed]; -"325 DequantizeLinear_onnx^^Conv_1232_1" -> "326 /stage3/stage3.4/branch2/branch2.5/Conv" [label="[116, 116, 1, 1]", style=solid]; -"326 /stage3/stage3.4/branch2/branch2.5/Conv" -> "327 /stage3/stage3.4/branch2/branch2.7/Relu" [label="[-1, 116, -1, -1]", style=solid]; -"327 /stage3/stage3.4/branch2/branch2.7/Relu" -> "328 QuantizeLinear_/stage3/stage3.4/branch2/branch2.7/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"328 QuantizeLinear_/stage3/stage3.4/branch2/branch2.7/Relu_output_0_1" -> "329 DequantizeLinear_/stage3/stage3.4/branch2/branch2.7/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"329 DequantizeLinear_/stage3/stage3.4/branch2/branch2.7/Relu_output_0_1" -> "330 /stage3/stage3.4/Concat" [label="[-1, 116, -1, -1]", style=solid]; -"330 /stage3/stage3.4/Concat" -> "332 /stage3/stage3.4/Reshape" [label="[-1, -1, -1, -1]", style=solid]; -"331 /stage3/stage3.4/Constant_6" -> "332 /stage3/stage3.4/Reshape" [label="[5]", style=dashed]; -"332 /stage3/stage3.4/Reshape" -> "333 /stage3/stage3.4/Transpose" [label="[1, 2, 116, 14, 14]", style=solid]; -"333 /stage3/stage3.4/Transpose" -> "335 /stage3/stage3.4/Reshape_1" [label="[1, 116, 2, 14, 14]", style=solid]; -"334 /stage3/stage3.4/Constant_7" -> "335 /stage3/stage3.4/Reshape_1" [label="[4]", style=dashed]; -"335 /stage3/stage3.4/Reshape_1" -> "336 /stage3/stage3.5/Shape" [label="[1, 232, 14, 14]", style=solid]; -"335 /stage3/stage3.4/Reshape_1" -> "346 /stage3/stage3.5/Slice" [label="[1, 232, 14, 14]", style=solid]; -"335 /stage3/stage3.4/Reshape_1" -> "349 /stage3/stage3.5/Slice_1" [label="[1, 232, 14, 14]", style=solid]; -"336 /stage3/stage3.5/Shape" -> "338 /stage3/stage3.5/Gather" [label="[4]", style=dashed]; -"337 /stage3/stage3.5/Constant" -> "338 /stage3/stage3.5/Gather" [label="[1]", style=dashed]; -"337 /stage3/stage3.5/Constant" -> "346 /stage3/stage3.5/Slice" [label="[1]", style=dashed]; -"337 /stage3/stage3.5/Constant" -> "349 /stage3/stage3.5/Slice_1" [label="[1]", style=dashed]; -"338 /stage3/stage3.5/Gather" -> "341 /stage3/stage3.5/Add" [label="[1]", style=dashed]; -"339 /stage3/stage3.5/Constant_1" -> "346 /stage3/stage3.5/Slice" [label="[1]", style=dashed]; -"340 /stage3/stage3.5/Constant_2" -> "341 /stage3/stage3.5/Add" [label="[1]", style=dashed]; -"341 /stage3/stage3.5/Add" -> "343 /stage3/stage3.5/Div" [label="[1]", style=dashed]; -"342 /stage3/stage3.5/Constant_3" -> "343 /stage3/stage3.5/Div" [label="[1]", style=dashed]; -"343 /stage3/stage3.5/Div" -> "345 /stage3/stage3.5/Mul" [label="[1]", style=dashed]; -"343 /stage3/stage3.5/Div" -> "348 /stage3/stage3.5/Mul_1" [label="[1]", style=dashed]; -"344 /stage3/stage3.5/Constant_4" -> "345 /stage3/stage3.5/Mul" [label="[1]", style=dashed]; -"345 /stage3/stage3.5/Mul" -> "346 /stage3/stage3.5/Slice" [label="[1]", style=dashed]; -"345 /stage3/stage3.5/Mul" -> "349 /stage3/stage3.5/Slice_1" [label="[1]", style=dashed]; -"346 /stage3/stage3.5/Slice" -> "367 /stage3/stage3.5/Concat" [label="[-1, -1, -1, -1]", style=solid]; -"347 /stage3/stage3.5/Constant_5" -> "348 /stage3/stage3.5/Mul_1" [label="[1]", style=dashed]; -"348 /stage3/stage3.5/Mul_1" -> "349 /stage3/stage3.5/Slice_1" [label="[1]", style=dashed]; -"349 /stage3/stage3.5/Slice_1" -> "352 /stage3/stage3.5/branch2/branch2.0/Conv" [label="[-1, -1, -1, -1]", style=solid]; -"350 QuantizeLinear_onnx^^Conv_1235_1" -> "351 DequantizeLinear_onnx^^Conv_1235_1" [label="[116, 116, 1, 1]", style=dashed]; -"351 DequantizeLinear_onnx^^Conv_1235_1" -> "352 /stage3/stage3.5/branch2/branch2.0/Conv" [label="[116, 116, 1, 1]", style=solid]; -"352 /stage3/stage3.5/branch2/branch2.0/Conv" -> "353 /stage3/stage3.5/branch2/branch2.2/Relu" [label="[-1, 116, -1, -1]", style=solid]; -"353 /stage3/stage3.5/branch2/branch2.2/Relu" -> "354 QuantizeLinear_/stage3/stage3.5/branch2/branch2.2/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=solid]; -"354 QuantizeLinear_/stage3/stage3.5/branch2/branch2.2/Relu_output_0_1" -> "355 DequantizeLinear_/stage3/stage3.5/branch2/branch2.2/Relu_output_0_1" [label="[-1, 116, -1, -1]", style=dashed]; -"355 DequantizeLinear_/stage3/stage3.5/branch2/branch2.2/Relu_output_0_1" -> "358 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/stage4/stage4.3/Concat" -> "588 /stage4/stage4.3/Reshape" [label="[-1, -1, -1, -1]", style=solid]; -"587 /stage4/stage4.3/Constant_6" -> "588 /stage4/stage4.3/Reshape" [label="[5]", style=dashed]; -"588 /stage4/stage4.3/Reshape" -> "589 /stage4/stage4.3/Transpose" [label="[1, 2, 232, 7, 7]", style=solid]; -"589 /stage4/stage4.3/Transpose" -> "591 /stage4/stage4.3/Reshape_1" [label="[1, 232, 2, 7, 7]", style=solid]; -"590 /stage4/stage4.3/Constant_7" -> "591 /stage4/stage4.3/Reshape_1" [label="[4]", style=dashed]; -"591 /stage4/stage4.3/Reshape_1" -> "594 /conv5/conv5.0/Conv" [label="[1, 464, 7, 7]", style=solid]; -"592 QuantizeLinear_onnx^^Conv_1304_1" -> "593 DequantizeLinear_onnx^^Conv_1304_1" [label="[1024, 464, 1, 1]", style=dashed]; -"593 DequantizeLinear_onnx^^Conv_1304_1" -> "594 /conv5/conv5.0/Conv" [label="[1024, 464, 1, 1]", style=solid]; -"594 /conv5/conv5.0/Conv" -> "595 /conv5/conv5.2/Relu" [label="[1, 1024, 7, 7]", style=solid]; -"595 /conv5/conv5.2/Relu" -> "596 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QuantizeLinear_input.1_1" [label="[1, 3, 224, 224]", style=solid]; +strict digraph { +"0 QuantizeLinear_x_1" [id=0, type=QuantizeLinear]; +"1 DequantizeLinear_x_1" [id=1, type=DequantizeLinear]; +"2 QuantizeLinear_conv1.0.weight_1" [id=2, type=QuantizeLinear]; +"3 DequantizeLinear_conv1.0.weight_1" [id=3, type=DequantizeLinear]; +"4 node_Conv_944" [id=4, type=Conv]; +"5 node_relu" [id=5, type=Relu]; +"6 QuantizeLinear_relu_1" [id=6, type=QuantizeLinear]; +"7 DequantizeLinear_relu_1" [id=7, type=DequantizeLinear]; +"8 node_max_pool2d" [id=8, type=MaxPool]; +"9 QuantizeLinear_stage2.0.branch1.0.weight_1" [id=9, type=QuantizeLinear]; +"10 DequantizeLinear_stage2.0.branch1.0.weight_1" [id=10, type=DequantizeLinear]; +"11 node_Conv_946" [id=11, type=Conv]; +"12 QuantizeLinear_getitem_3_1" [id=12, type=QuantizeLinear]; +"13 DequantizeLinear_getitem_3_1" [id=13, type=DequantizeLinear]; +"14 QuantizeLinear_stage2.0.branch1.2.weight_1" [id=14, type=QuantizeLinear]; +"15 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type=Conv]; +"100 node_relu_9" [id=100, type=Relu]; +"101 QuantizeLinear_relu_9_1" [id=101, type=QuantizeLinear]; +"102 DequantizeLinear_relu_9_1" [id=102, type=DequantizeLinear]; +"103 node_cat_3" [id=103, type=Concat]; +"104 node_view_6" [id=104, type=Reshape]; +"105 node_transpose_3" [id=105, type=Transpose]; +"106 node_view_7" [id=106, type=Reshape]; +"107 QuantizeLinear_stage3.0.branch1.0.weight_1" [id=107, type=QuantizeLinear]; +"108 DequantizeLinear_stage3.0.branch1.0.weight_1" [id=108, type=DequantizeLinear]; +"109 node_Conv_974" [id=109, type=Conv]; +"110 QuantizeLinear_getitem_51_1" [id=110, type=QuantizeLinear]; +"111 DequantizeLinear_getitem_51_1" [id=111, type=DequantizeLinear]; +"112 QuantizeLinear_stage3.0.branch1.2.weight_1" [id=112, type=QuantizeLinear]; +"113 DequantizeLinear_stage3.0.branch1.2.weight_1" [id=113, type=DequantizeLinear]; +"114 node_Conv_976" [id=114, type=Conv]; +"115 node_relu_10" [id=115, type=Relu]; +"116 QuantizeLinear_stage3.0.branch2.0.weight_1" 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b/tests/onnx/data/reference_graphs/quantization/vgg16.dot index 82a524f4031..15482d4495d 100644 --- a/tests/onnx/data/reference_graphs/quantization/vgg16.dot +++ b/tests/onnx/data/reference_graphs/quantization/vgg16.dot @@ -1,213 +1,213 @@ -strict digraph { -"0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; -"1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; +strict digraph { +"0 QuantizeLinear_x_1" [id=0, type=QuantizeLinear]; +"1 DequantizeLinear_x_1" [id=1, type=DequantizeLinear]; "2 QuantizeLinear_features.0.weight_1" [id=2, type=QuantizeLinear]; "3 DequantizeLinear_features.0.weight_1" [id=3, type=DequantizeLinear]; -"4 /features/features.0/Conv" [id=4, type=Conv]; -"5 /features/features.1/Relu" [id=5, type=Relu]; -"6 QuantizeLinear_/features/features.1/Relu_output_0_1" [id=6, type=QuantizeLinear]; -"7 DequantizeLinear_/features/features.1/Relu_output_0_1" [id=7, type=DequantizeLinear]; +"4 node_conv2d" [id=4, type=Conv]; +"5 node_relu" [id=5, type=Relu]; +"6 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label="[1, 1000]"]; +"104 nncf_model_input_0" -> "0 QuantizeLinear_x_1" [style=solid, label="[1, 3, 224, 224]"]; } diff --git a/tests/onnx/quantization/test_bias_correction.py b/tests/onnx/quantization/test_bias_correction.py index 404c1bc2e20..737c54714cc 100644 --- a/tests/onnx/quantization/test_bias_correction.py +++ b/tests/onnx/quantization/test_bias_correction.py @@ -51,9 +51,7 @@ def backend_specific_model(model: torch.nn.Module, tmp_dir: str) -> onnx.ModelPr if isinstance(model, OneDimMM): pytest.skip("ONNX does not support BC with MM ops") onnx_path = f"{tmp_dir}/model.onnx" - torch.onnx.export( - model, torch.rand(model.INPUT_SIZE), onnx_path, opset_version=13, input_names=["input.1"], dynamo=False - ) + torch.onnx.export(model, torch.rand(model.INPUT_SIZE), onnx_path, opset_version=18, input_names=["input.1"]) onnx_model = onnx.load(onnx_path) return onnx_model @@ -92,90 +90,90 @@ def check_bias(model: onnx.ModelProto, ref_biases: dict) -> None: "layer_name, ref_data", ( ( - "/conv_1/Conv", + "node_conv2d", { "collected_inputs": { - ("/Concat", 1): ("nncf_model_input_0", 0), - ("/conv_1/Conv", 0): ("nncf_model_input_0", 0), + ("node_concat", 1): ("nncf_model_input_0", 0), + ("node_conv2d", 0): ("nncf_model_input_0", 0), }, "subgraph_data": { - "subgraph_input_ids": {("/conv_1/Conv", 0)}, - "subgraph_output_ids": {("/Split", 0), ("/maxpool_1/MaxPool", 0), ("/Split", 1)}, + "subgraph_input_ids": {("node_conv2d", 0)}, + "subgraph_output_ids": {("node_Split_27", 0), ("node_max_pool2d", 0), ("node_Split_27", 1)}, }, }, ), ( - "/conv_2/Conv", + "node_conv2d_1", { "collected_inputs": { - ("/conv_1/Conv", 0): ("nncf_model_input_0", 0), - ("/conv_2/Conv", 0): ("/maxpool_1/MaxPool", 0), - ("/conv_4/Conv", 0): ("/Split", 0), - ("/conv_6/Conv", 0): ("/Split", 1), + ("node_conv2d", 0): ("nncf_model_input_0", 0), + ("node_conv2d_1", 0): ("node_max_pool2d", 0), + ("node_conv2d_3", 0): ("node_Split_27", 0), + ("node_conv2d_5", 0): ("node_Split_27", 1), }, "subgraph_data": { - "subgraph_input_ids": {("/conv_2/Conv", 0)}, - "subgraph_output_ids": {("/Relu_1", 0)}, + "subgraph_input_ids": {("node_conv2d_1", 0)}, + "subgraph_output_ids": {("node_relu_1", 0)}, }, }, ), ( - "/conv_3/Conv", + "node_conv2d_2", { "collected_inputs": { - ("/conv_1/Conv", 0): ("nncf_model_input_0", 0), - ("/conv_2/Conv", 0): ("/maxpool_1/MaxPool", 0), - ("/conv_3/Conv", 0): ("/Relu_1", 0), - ("/conv_4/Conv", 0): ("/Split", 0), - ("/conv_6/Conv", 0): ("/Split", 1), + ("node_conv2d", 0): ("nncf_model_input_0", 0), + ("node_conv2d_1", 0): ("node_max_pool2d", 0), + ("node_conv2d_2", 0): ("node_relu_1", 0), + ("node_conv2d_3", 0): ("node_Split_27", 0), + ("node_conv2d_5", 0): ("node_Split_27", 1), }, "subgraph_data": { - "subgraph_input_ids": {("/conv_1/Conv", 0), ("/conv_3/Conv", 0)}, - "subgraph_output_ids": {("/Split", 0), ("/Split", 1)}, + "subgraph_input_ids": {("node_conv2d", 0), ("node_conv2d_2", 0)}, + "subgraph_output_ids": {("node_Split_27", 0), ("node_Split_27", 1)}, }, }, ), ( - "/conv_4/Conv", + "node_conv2d_3", { "collected_inputs": { - ("/conv_4/Conv", 0): ("/Split", 0), - ("/conv_6/Conv", 0): ("/Split", 1), + ("node_conv2d_3", 0): ("node_Split_27", 0), + ("node_conv2d_5", 0): ("node_Split_27", 1), }, "subgraph_data": { - "subgraph_input_ids": {("/conv_4/Conv", 0)}, - "subgraph_output_ids": {("/Relu_2", 0)}, + "subgraph_input_ids": {("node_conv2d_3", 0)}, + "subgraph_output_ids": {("node_relu_2", 0)}, }, }, ), ( - "/conv_6/Conv", + "node_conv2d_5", { "collected_inputs": { - ("/conv_5/Conv", 0): ("/Relu_2", 0), - ("/conv_6/Conv", 0): ("/Split", 1), + ("node_conv2d_4", 0): ("node_relu_2", 0), + ("node_conv2d_5", 0): ("node_Split_27", 1), }, "subgraph_data": { - "subgraph_input_ids": {("/conv_5/Conv", 0), ("/conv_6/Conv", 0)}, - "subgraph_output_ids": {("/Add_3", 0), ("/Concat_1", 0)}, + "subgraph_input_ids": {("node_conv2d_4", 0), ("node_conv2d_5", 0)}, + "subgraph_output_ids": {("node_add_3", 0), ("node_concat_1", 0)}, }, }, ), ( - "/conv_10/Conv", + "node_conv2d_9", { "collected_inputs": { - ("/conv_8/Conv", 0): ("/conv_7/Conv", 0), - ("/conv_9/Conv", 0): ("/Add_3", 0), - ("/conv_10/Conv", 0): ("/Concat_1", 0), + ("node_conv2d_7", 0): ("node_conv2d_6", 0), + ("node_conv2d_8", 0): ("node_add_3", 0), + ("node_conv2d_9", 0): ("node_concat_1", 0), }, "subgraph_data": { "subgraph_input_ids": { - ("/conv_8/Conv", 0), - ("/conv_9/Conv", 0), - ("/conv_10/Conv", 0), + ("node_conv2d_7", 0), + ("node_conv2d_8", 0), + ("node_conv2d_9", 0), }, - "subgraph_output_ids": {("/Concat_2", 0)}, + "subgraph_output_ids": {("node_concat_2", 0)}, }, }, ), @@ -205,20 +203,20 @@ def test__get_subgraph_data_for_node(self, quantized_test_model, layer_name, ref ( SplittedModel, { - ("/conv_1/Conv", 0): ("/Concat", 0), - ("/Concat", 1): ("nncf_model_input_0", 0), + ("node_conv2d", 0): ("node_concat", 0), + ("node_concat", 1): ("nncf_model_input_0", 0), }, ), ( MultipleConvTestModel, { - ("/conv_1/Conv", 0): ("nncf_model_input_0", 0), - ("/conv_3/Conv", 0): ("nncf_model_input_0", 0), + ("node_conv2d", 0): ("nncf_model_input_0", 0), + ("node_conv2d_2", 0): ("nncf_model_input_0", 0), }, ), - (ConvTestModel, {("/conv/Conv", 0): ("nncf_model_input_0", 0)}), - (DepthwiseConvTestModel, {("/conv/Conv", 0): ("nncf_model_input_0", 0)}), - (TransposeConvTestModel, {("/conv/ConvTranspose", 0): ("nncf_model_input_0", 0)}), + (ConvTestModel, {("node_conv2d", 0): ("nncf_model_input_0", 0)}), + (DepthwiseConvTestModel, {("node_conv2d", 0): ("nncf_model_input_0", 0)}), + (TransposeConvTestModel, {("node_convolution", 0): ("nncf_model_input_0", 0)}), ), ) def test_verify_collected_stat_inputs_map(self, model_cls, ref_stat_inputs_map, tmpdir): diff --git a/tests/onnx/quantization/test_classification_models_graph.py b/tests/onnx/quantization/test_classification_models_graph.py index 9ad3829bf44..456b3db3f2f 100644 --- a/tests/onnx/quantization/test_classification_models_graph.py +++ b/tests/onnx/quantization/test_classification_models_graph.py @@ -73,9 +73,10 @@ def model_builder(model_name): def test_min_max_quantization_graph_torchvision_models(tmp_path, mocker, model_to_test, quantization_parameters): mock_collect_statistics(mocker) model = model_builder(model_to_test.model_name) + model.eval() onnx_model_path = tmp_path / (model_to_test.model_name + ".onnx") x = torch.randn(model_to_test.input_shape, requires_grad=False) - torch.onnx.export(model, x, onnx_model_path, opset_version=13, dynamo=False) + torch.onnx.export(model, x, onnx_model_path, opset_version=18) original_model = onnx.load(onnx_model_path) quantized_model = min_max_quantize_model(original_model, quantization_params=quantization_parameters) diff --git a/tests/onnx/quantization/test_fast_bias_correction.py b/tests/onnx/quantization/test_fast_bias_correction.py index d21b0aef136..5e6c68347cc 100644 --- a/tests/onnx/quantization/test_fast_bias_correction.py +++ b/tests/onnx/quantization/test_fast_bias_correction.py @@ -44,9 +44,8 @@ def get_backend() -> ONNXFastBiasCorrectionAlgoBackend: @staticmethod def backend_specific_model(model, tmp_dir: str): onnx_path = f"{tmp_dir}/model.onnx" - torch.onnx.export( - model, torch.rand(model.INPUT_SIZE), onnx_path, opset_version=13, input_names=["input.1"], dynamo=False - ) + model.eval() + torch.onnx.export(model, torch.rand(model.INPUT_SIZE), onnx_path, opset_version=18, input_names=["input.1"]) onnx_model = onnx.load(onnx_path) return onnx_model diff --git a/tests/onnx/requirements.txt b/tests/onnx/requirements.txt index b51abd36dfd..d944bac7464 100644 --- a/tests/onnx/requirements.txt +++ b/tests/onnx/requirements.txt @@ -9,6 +9,7 @@ pytest-ordering pytest-xdist torch torchvision +onnxscript fastdownload==0.0.7 scikit-learn>=1.2.2,<=1.5.0 diff --git a/tests/onnx/test_nncf_graph_builder.py b/tests/onnx/test_nncf_graph_builder.py index 55ebaf21ed7..f8a79e77887 100644 --- a/tests/onnx/test_nncf_graph_builder.py +++ b/tests/onnx/test_nncf_graph_builder.py @@ -68,9 +68,10 @@ def test_compare_nncf_graph_synthetic_models(model_cls_to_test): ) def test_compare_nncf_graph_classification_real_models(tmp_path, model_to_test): model = model_builder(model_to_test.model_name) + model.eval() onnx_model_path = tmp_path / (model_to_test.model_name + ".onnx") x = torch.randn(model_to_test.input_shape, requires_grad=False) - torch.onnx.export(model, x, onnx_model_path, opset_version=13, dynamo=False) + torch.onnx.export(model, x, onnx_model_path, opset_version=18) original_model = onnx.load(onnx_model_path) diff --git a/tests/onnx/test_smooth_quant.py b/tests/onnx/test_smooth_quant.py index aaf65f77dad..050dbe5ef45 100644 --- a/tests/onnx/test_smooth_quant.py +++ b/tests/onnx/test_smooth_quant.py @@ -28,39 +28,39 @@ from tests.cross_fw.test_templates.test_smooth_quant import TemplateTestSQAlgorithm ONNX_LINEAR_MODEL_MM_OP_MAP = { - "MatMul1": "/MatMul", - "MatMul2": "/MatMul_1", - "MatMul3": "/MatMul_2", - "MatMul4": "/MatMul_4", - "MatMul5": "/MatMul_3", - "MatMul6": "/MatMul_5", - "MatMul7": "/MatMul_6", - "MatMul8": "/MatMul_7", - "Linear1": "/linear_2/MatMul", - "Linear2": "/linear_1/MatMul", - "Linear3": "/linear_3/MatMul", - "Linear4": "/linear_4/MatMul", + "MatMul1": "node_matmul", + "MatMul2": "node_matmul_1", + "MatMul3": "node_matmul_2", + "MatMul4": "node_matmul_4", + "MatMul5": "node_matmul_3", + "MatMul6": "node_matmul_5", + "MatMul7": "node_matmul_6", + "MatMul8": "node_matmul_7", + "Linear1": "node_MatMul_33", + "Linear2": "node_MatMul_25", + "Linear3": "node_MatMul_7", + "Linear4": "node_MatMul_9", } ONNX_LINEAR_MODEL_SQ_OP_MAP = { - "MatMul1": "/Reshape_0_0/nncf_smooth_quant", - "MatMul2": "/Reshape_0_0/nncf_smooth_quant", - "MatMul3": "/Reshape_1_0_0/nncf_smooth_quant", - "MatMul4": "/Reshape_1_0_1/nncf_smooth_quant", - "MatMul5": "/Reshape_2_0_0/nncf_smooth_quant", - "MatMul6": "/ReduceMax_0_0/nncf_smooth_quant", - "MatMul7": "/Reshape_3_0_0/nncf_smooth_quant", - "MatMul8": "/Reshape_4_0_0/nncf_smooth_quant", - "Linear1": "/Split_1_0/nncf_smooth_quant", - "Linear2": "/Split_0_0/nncf_smooth_quant", - "Linear3": "/Add_0_0/nncf_smooth_quant", - "Linear4": "/Add_0_0/nncf_smooth_quant", + "MatMul1": "node_view_0_0/nncf_smooth_quant", + "MatMul2": "node_view_0_0/nncf_smooth_quant", + "MatMul3": "node_view_1_0_0/nncf_smooth_quant", + "MatMul4": "node_view_1_0_1/nncf_smooth_quant", + "MatMul5": "node_view_2_0_0/nncf_smooth_quant", + "MatMul6": "node_max_1__0_0_0/nncf_smooth_quant", + "MatMul7": "node_view_3_0_0/nncf_smooth_quant", + "MatMul8": "node_view_4_0_0/nncf_smooth_quant", + "Linear1": "node_Split_40_1_0/nncf_smooth_quant", + "Linear2": "node_Split_40_0_0/nncf_smooth_quant", + "Linear3": "node_add_0_0/nncf_smooth_quant", + "Linear4": "node_add_0_0/nncf_smooth_quant", } ONNX_CONV_MODEL_MM_OP_MAP = { - "Conv1": "/conv/Conv", + "Conv1": "node_conv2d", } ONNX_CONV_MODEL_SQ_OP_MAP = { "Conv1": "nncf_model_input_0_0_0/nncf_smooth_quant", @@ -101,7 +101,7 @@ def transform_fn(data_item): def backend_specific_model(model: torch.nn.Module, tmp_dir: str) -> onnx.ModelProto: dummy_input = torch.rand(model.INPUT_SIZE) model_path = f"{tmp_dir}/model.onnx" - torch.onnx.export(model.cpu(), dummy_input, model_path, input_names=["input"], opset_version=13, dynamo=False) + torch.onnx.export(model.cpu(), dummy_input, model_path, input_names=["input"], opset_version=18) onnx_model = onnx.load(model_path) onnx_model = onnx.shape_inference.infer_shapes(onnx_model) return onnx_model diff --git a/tests/openvino/native/common.py b/tests/openvino/native/common.py index 00948631b7f..298b17c7e8c 100644 --- a/tests/openvino/native/common.py +++ b/tests/openvino/native/common.py @@ -25,9 +25,10 @@ def convert_torch_model(model: torch.nn.Module, input_shape: tuple[int], tmp_path: Path) -> ov.Model: + model.eval() model_tmp_path = tmp_path / ("model.onnx") with torch.no_grad(): - torch.onnx.export(model, torch.ones(input_shape), model_tmp_path, dynamo=False) + torch.onnx.export(model, torch.ones(input_shape), model_tmp_path) return ov.convert_model(model_tmp_path) diff --git a/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/inception-v3.dot b/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/inception-v3.dot index 745d0938fa2..c15e87947ce 100644 --- a/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/inception-v3.dot +++ b/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/inception-v3.dot @@ -1,668 +1,676 @@ -strict digraph { -"0 input.1" [id=0, type=Parameter]; -"1 /Conv2d_1a_3x3/conv/Conv/WithoutBiases" [id=1, type=Convolution]; -"2 /Conv2d_1a_3x3/Relu" [id=2, type=Relu]; -"3 /Conv2d_2a_3x3/conv/Conv/WithoutBiases" [id=3, type=Convolution]; -"4 /Conv2d_2a_3x3/Relu" [id=4, type=Relu]; -"5 /Conv2d_2b_3x3/conv/Conv/WithoutBiases" [id=5, type=Convolution]; -"6 /Conv2d_2b_3x3/Relu" [id=6, type=Relu]; -"7 /MaxPool" [id=7, type=MaxPool]; -"8 /Conv2d_3b_1x1/conv/Conv/WithoutBiases" [id=8, type=Convolution]; -"9 /Conv2d_3b_1x1/Relu" [id=9, type=Relu]; -"10 /Conv2d_4a_3x3/conv/Conv/WithoutBiases" [id=10, type=Convolution]; -"11 /Conv2d_4a_3x3/Relu" [id=11, type=Relu]; -"12 /MaxPool_1" [id=12, type=MaxPool]; -"13 /Mixed_5b/AveragePool" [id=13, type=AvgPool]; -"14 /Mixed_5b/branch1x1/conv/Conv/WithoutBiases" [id=14, type=Convolution]; -"15 /Mixed_5b/branch3x3dbl_1/conv/Conv/WithoutBiases" [id=15, type=Convolution]; -"16 /Mixed_5b/branch5x5_1/conv/Conv/WithoutBiases" [id=16, type=Convolution]; -"17 /Mixed_5b/branch_pool/conv/Conv/WithoutBiases" [id=17, type=Convolution]; -"18 /Mixed_5b/branch1x1/Relu" [id=18, type=Relu]; -"19 /Mixed_5b/branch3x3dbl_1/Relu" [id=19, type=Relu]; -"20 /Mixed_5b/branch5x5_1/Relu" [id=20, type=Relu]; -"21 /Mixed_5b/branch_pool/Relu" [id=21, type=Relu]; -"22 /Mixed_5b/Concat" [id=22, type=Concat]; -"23 /Mixed_5b/branch3x3dbl_2/conv/Conv/WithoutBiases" [id=23, type=Convolution]; -"24 /Mixed_5b/branch5x5_2/conv/Conv/WithoutBiases" [id=24, type=Convolution]; -"25 /Mixed_5c/AveragePool" [id=25, type=AvgPool]; -"26 /Mixed_5c/branch1x1/conv/Conv/WithoutBiases" [id=26, type=Convolution]; -"27 /Mixed_5c/branch3x3dbl_1/conv/Conv/WithoutBiases" [id=27, type=Convolution]; -"28 /Mixed_5c/branch5x5_1/conv/Conv/WithoutBiases" [id=28, type=Convolution]; -"29 /Mixed_5b/branch3x3dbl_2/Relu" [id=29, type=Relu]; -"30 /Mixed_5b/branch5x5_2/Relu" [id=30, type=Relu]; -"31 /Mixed_5c/branch_pool/conv/Conv/WithoutBiases" [id=31, type=Convolution]; -"32 /Mixed_5c/branch1x1/Relu" [id=32, type=Relu]; -"33 /Mixed_5c/branch3x3dbl_1/Relu" [id=33, type=Relu]; -"34 /Mixed_5c/branch5x5_1/Relu" [id=34, type=Relu]; -"35 /Mixed_5b/branch3x3dbl_3/conv/Conv/WithoutBiases" [id=35, type=Convolution]; -"36 /Mixed_5c/branch_pool/Relu" [id=36, type=Relu]; -"37 /Mixed_5c/Concat" [id=37, type=Concat]; -"38 /Mixed_5c/branch3x3dbl_2/conv/Conv/WithoutBiases" [id=38, type=Convolution]; -"39 /Mixed_5c/branch5x5_2/conv/Conv/WithoutBiases" [id=39, type=Convolution]; -"40 /Mixed_5b/branch3x3dbl_3/Relu" [id=40, type=Relu]; -"41 /Mixed_5d/AveragePool" [id=41, type=AvgPool]; -"42 /Mixed_5d/branch1x1/conv/Conv/WithoutBiases" [id=42, type=Convolution]; -"43 /Mixed_5d/branch3x3dbl_1/conv/Conv/WithoutBiases" [id=43, type=Convolution]; -"44 /Mixed_5d/branch5x5_1/conv/Conv/WithoutBiases" [id=44, type=Convolution]; -"45 /Mixed_5c/branch3x3dbl_2/Relu" [id=45, type=Relu]; -"46 /Mixed_5c/branch5x5_2/Relu" [id=46, type=Relu]; -"47 /Mixed_5d/branch_pool/conv/Conv/WithoutBiases" [id=47, type=Convolution]; -"48 /Mixed_5d/branch1x1/Relu" [id=48, type=Relu]; -"49 /Mixed_5d/branch3x3dbl_1/Relu" [id=49, type=Relu]; -"50 /Mixed_5d/branch5x5_1/Relu" [id=50, type=Relu]; -"51 /Mixed_5c/branch3x3dbl_3/conv/Conv/WithoutBiases" [id=51, type=Convolution]; -"52 /Mixed_5d/branch_pool/Relu" [id=52, type=Relu]; -"53 /Mixed_5d/Concat" [id=53, type=Concat]; -"54 /Mixed_5d/branch3x3dbl_2/conv/Conv/WithoutBiases" [id=54, type=Convolution]; -"55 /Mixed_5d/branch5x5_2/conv/Conv/WithoutBiases" [id=55, type=Convolution]; -"56 /Mixed_5c/branch3x3dbl_3/Relu" [id=56, type=Relu]; -"57 /Mixed_6a/MaxPool" [id=57, type=MaxPool]; -"58 /Mixed_6a/branch3x3/conv/Conv/WithoutBiases" [id=58, type=Convolution]; -"59 /Mixed_6a/branch3x3dbl_1/conv/Conv/WithoutBiases" [id=59, type=Convolution]; -"60 /Mixed_5d/branch3x3dbl_2/Relu" [id=60, type=Relu]; -"61 /Mixed_5d/branch5x5_2/Relu" [id=61, type=Relu]; -"62 /Mixed_6a/Concat" [id=62, type=Concat]; -"63 /Mixed_6a/branch3x3/Relu" [id=63, type=Relu]; -"64 /Mixed_6a/branch3x3dbl_1/Relu" [id=64, type=Relu]; -"65 /Mixed_5d/branch3x3dbl_3/conv/Conv/WithoutBiases" [id=65, type=Convolution]; -"66 /Mixed_6b/AveragePool" [id=66, type=AvgPool]; -"67 /Mixed_6b/branch1x1/conv/Conv/WithoutBiases" [id=67, type=Convolution]; -"68 /Mixed_6b/branch7x7_1/conv/Conv/WithoutBiases" [id=68, type=Convolution]; -"69 /Mixed_6b/branch7x7dbl_1/conv/Conv/WithoutBiases" [id=69, type=Convolution]; -"70 /Mixed_6a/branch3x3dbl_2/conv/Conv/WithoutBiases" [id=70, type=Convolution]; -"71 /Mixed_5d/branch3x3dbl_3/Relu" [id=71, type=Relu]; -"72 /Mixed_6b/branch_pool/conv/Conv/WithoutBiases" [id=72, type=Convolution]; -"73 /Mixed_6b/branch1x1/Relu" [id=73, type=Relu]; -"74 /Mixed_6b/branch7x7_1/Relu" [id=74, type=Relu]; -"75 /Mixed_6b/branch7x7dbl_1/Relu" [id=75, type=Relu]; -"76 /Mixed_6a/branch3x3dbl_2/Relu" [id=76, type=Relu]; -"77 /Mixed_6b/branch_pool/Relu" [id=77, type=Relu]; -"78 /Mixed_6b/Concat" [id=78, type=Concat]; -"79 /Mixed_6b/branch7x7_2/conv/Conv/WithoutBiases" [id=79, type=Convolution]; -"80 /Mixed_6b/branch7x7dbl_2/conv/Conv/WithoutBiases" [id=80, type=Convolution]; -"81 /Mixed_6a/branch3x3dbl_3/conv/Conv/WithoutBiases" [id=81, type=Convolution]; -"82 /Mixed_6c/AveragePool" [id=82, type=AvgPool]; -"83 /Mixed_6c/branch1x1/conv/Conv/WithoutBiases" [id=83, type=Convolution]; -"84 /Mixed_6c/branch7x7_1/conv/Conv/WithoutBiases" [id=84, type=Convolution]; -"85 /Mixed_6c/branch7x7dbl_1/conv/Conv/WithoutBiases" [id=85, type=Convolution]; -"86 /Mixed_6b/branch7x7_2/Relu" [id=86, type=Relu]; -"87 /Mixed_6b/branch7x7dbl_2/Relu" [id=87, type=Relu]; -"88 /Mixed_6a/branch3x3dbl_3/Relu" [id=88, type=Relu]; -"89 /Mixed_6c/branch_pool/conv/Conv/WithoutBiases" [id=89, type=Convolution]; -"90 /Mixed_6c/branch1x1/Relu" [id=90, type=Relu]; -"91 /Mixed_6c/branch7x7_1/Relu" [id=91, type=Relu]; -"92 /Mixed_6c/branch7x7dbl_1/Relu" [id=92, type=Relu]; -"93 /Mixed_6b/branch7x7_3/conv/Conv/WithoutBiases" [id=93, type=Convolution]; -"94 /Mixed_6b/branch7x7dbl_3/conv/Conv/WithoutBiases" [id=94, type=Convolution]; -"95 /Mixed_6c/branch_pool/Relu" [id=95, type=Relu]; -"96 /Mixed_6c/Concat" [id=96, type=Concat]; -"97 /Mixed_6c/branch7x7_2/conv/Conv/WithoutBiases" [id=97, type=Convolution]; -"98 /Mixed_6c/branch7x7dbl_2/conv/Conv/WithoutBiases" [id=98, type=Convolution]; -"99 /Mixed_6b/branch7x7_3/Relu" [id=99, type=Relu]; -"100 /Mixed_6b/branch7x7dbl_3/Relu" [id=100, 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type=Convolution]; -"160 /Mixed_7b/branch3x3dbl_1/conv/Conv/WithoutBiases" [id=160, type=Convolution]; -"161 /Mixed_7a/branch3x3_2/conv/Conv/WithoutBiases" [id=161, type=Convolution]; -"162 /Mixed_7a/branch7x7x3_2/conv/Conv/WithoutBiases" [id=162, type=Convolution]; -"163 /Mixed_6e/branch7x7_3/Relu" [id=163, type=Relu]; -"164 /Mixed_6e/branch7x7dbl_3/Relu" [id=164, type=Relu]; -"165 /Mixed_6d/branch7x7dbl_5/conv/Conv/WithoutBiases" [id=165, type=Convolution]; -"166 /Mixed_7b/branch_pool/conv/Conv/WithoutBiases" [id=166, type=Convolution]; -"167 /Mixed_7b/branch1x1/Relu" [id=167, type=Relu]; -"168 /Mixed_7b/branch3x3_1/Relu" [id=168, type=Relu]; -"169 /Mixed_7b/branch3x3dbl_1/Relu" [id=169, type=Relu]; -"170 /Mixed_7a/branch3x3_2/Relu" [id=170, type=Relu]; -"171 /Mixed_7a/branch7x7x3_2/Relu" [id=171, type=Relu]; -"172 /Mixed_6e/branch7x7dbl_4/conv/Conv/WithoutBiases" [id=172, type=Convolution]; -"173 /Mixed_6d/branch7x7dbl_5/Relu" [id=173, type=Relu]; -"174 /Mixed_7b/branch_pool/Relu" 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Range_15025" [id=221, type=Constant]; -"222 onnx^^Conv_1177" [id=222, label="222 onnx::Conv_1177", type=Constant]; -"223 onnx^^Conv_1150" [id=223, label="223 onnx::Conv_1150", type=Constant]; -"224 onnx^^Conv_1105" [id=224, label="224 onnx::Conv_1105", type=Constant]; -"225 onnx^^Conv_1075" [id=225, label="225 onnx::Conv_1075", type=Constant]; -"226 onnx^^Conv_1045" [id=226, label="226 onnx::Conv_1045", type=Constant]; -"227 onnx^^Conv_1015" [id=227, label="227 onnx::Conv_1015", type=Constant]; -"228 onnx^^Conv_973" [id=228, label="228 onnx::Conv_973", type=Constant]; -"229 onnx^^Conv_952" [id=229, label="229 onnx::Conv_952", type=Constant]; -"230 onnx^^Conv_931" [id=230, label="230 onnx::Conv_931", type=Constant]; -"231 onnx^^Conv_910" [id=231, label="231 onnx::Conv_910", type=Constant]; -"232 onnx^^Conv_907" [id=232, label="232 onnx::Conv_907", type=Constant]; -"233 onnx^^Conv_904" [id=233, label="233 onnx::Conv_904", type=Constant]; -"234 onnx^^Conv_901" [id=234, label="234 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onnx^^Conv_1096" [id=287, label="287 onnx::Conv_1096", type=Constant]; -"288 onnx^^Conv_1093" [id=288, label="288 onnx::Conv_1093", type=Constant]; -"289 onnx^^Conv_1090" [id=289, label="289 onnx::Conv_1090", type=Constant]; -"290 onnx^^Conv_1087" [id=290, label="290 onnx::Conv_1087", type=Constant]; -"291 onnx^^Conv_1084" [id=291, label="291 onnx::Conv_1084", type=Constant]; -"292 onnx^^Conv_1081" [id=292, label="292 onnx::Conv_1081", type=Constant]; -"293 onnx^^Conv_1078" [id=293, label="293 onnx::Conv_1078", type=Constant]; -"294 onnx^^Conv_1123" [id=294, label="294 onnx::Conv_1123", type=Constant]; -"295 onnx^^Conv_1120" [id=295, label="295 onnx::Conv_1120", type=Constant]; -"296 onnx^^Conv_1117" [id=296, label="296 onnx::Conv_1117", type=Constant]; -"297 onnx^^Conv_1114" [id=297, label="297 onnx::Conv_1114", type=Constant]; -"298 onnx^^Conv_1111" [id=298, label="298 onnx::Conv_1111", type=Constant]; -"299 onnx^^Conv_1108" [id=299, label="299 onnx::Conv_1108", type=Constant]; -"300 onnx^^Conv_1147" [id=300, label="300 onnx::Conv_1147", type=Constant]; -"301 onnx^^Conv_1141" [id=301, label="301 onnx::Conv_1141", type=Constant]; -"302 onnx^^Conv_1138" [id=302, label="302 onnx::Conv_1138", type=Constant]; -"303 onnx^^Conv_1144" [id=303, label="303 onnx::Conv_1144", type=Constant]; -"304 onnx^^Conv_1135" [id=304, label="304 onnx::Conv_1135", type=Constant]; -"305 onnx^^Conv_1129" [id=305, label="305 onnx::Conv_1129", type=Constant]; -"306 onnx^^Conv_1132" [id=306, label="306 onnx::Conv_1132", type=Constant]; -"307 onnx^^Conv_1126" [id=307, label="307 onnx::Conv_1126", type=Constant]; -"308 onnx^^Conv_1174" [id=308, label="308 onnx::Conv_1174", type=Constant]; -"309 onnx^^Conv_1168" [id=309, label="309 onnx::Conv_1168", type=Constant]; -"310 onnx^^Conv_1165" [id=310, label="310 onnx::Conv_1165", type=Constant]; -"311 onnx^^Conv_1171" [id=311, label="311 onnx::Conv_1171", type=Constant]; -"312 onnx^^Conv_1162" [id=312, label="312 onnx::Conv_1162", type=Constant]; -"313 onnx^^Conv_1156" [id=313, label="313 onnx::Conv_1156", type=Constant]; -"314 onnx^^Conv_1159" [id=314, label="314 onnx::Conv_1159", type=Constant]; -"315 onnx^^Conv_1153" [id=315, label="315 onnx::Conv_1153", type=Constant]; -"0 input.1" -> "1 /Conv2d_1a_3x3/conv/Conv/WithoutBiases" [label="[1, 3, 224, 224]", style=solid]; -"1 /Conv2d_1a_3x3/conv/Conv/WithoutBiases" -> "2 /Conv2d_1a_3x3/Relu" [label="[1, 32, 111, 111]", style=solid]; -"2 /Conv2d_1a_3x3/Relu" -> "3 /Conv2d_2a_3x3/conv/Conv/WithoutBiases" [label="[1, 32, 111, 111]", style=solid]; -"3 /Conv2d_2a_3x3/conv/Conv/WithoutBiases" -> "4 /Conv2d_2a_3x3/Relu" [label="[1, 32, 109, 109]", style=solid]; -"4 /Conv2d_2a_3x3/Relu" -> "5 /Conv2d_2b_3x3/conv/Conv/WithoutBiases" [label="[1, 32, 109, 109]", style=solid]; -"5 /Conv2d_2b_3x3/conv/Conv/WithoutBiases" -> "6 /Conv2d_2b_3x3/Relu" [label="[1, 64, 109, 109]", style=solid]; -"6 /Conv2d_2b_3x3/Relu" -> "7 /MaxPool" [label="[1, 64, 109, 109]", style=solid]; -"7 /MaxPool" -> "8 /Conv2d_3b_1x1/conv/Conv/WithoutBiases" [label="[1, 64, 54, 54]", style=solid]; -"8 /Conv2d_3b_1x1/conv/Conv/WithoutBiases" -> "9 /Conv2d_3b_1x1/Relu" [label="[1, 80, 54, 54]", style=solid]; -"9 /Conv2d_3b_1x1/Relu" -> "10 /Conv2d_4a_3x3/conv/Conv/WithoutBiases" [label="[1, 80, 54, 54]", style=solid]; -"10 /Conv2d_4a_3x3/conv/Conv/WithoutBiases" -> "11 /Conv2d_4a_3x3/Relu" [label="[1, 192, 52, 52]", style=solid]; -"11 /Conv2d_4a_3x3/Relu" -> "12 /MaxPool_1" [label="[1, 192, 52, 52]", style=solid]; -"12 /MaxPool_1" -> "13 /Mixed_5b/AveragePool" [label="[1, 192, 25, 25]", style=solid]; -"12 /MaxPool_1" -> "14 /Mixed_5b/branch1x1/conv/Conv/WithoutBiases" [label="[1, 192, 25, 25]", style=solid]; -"12 /MaxPool_1" -> "15 /Mixed_5b/branch3x3dbl_1/conv/Conv/WithoutBiases" [label="[1, 192, 25, 25]", style=solid]; -"12 /MaxPool_1" -> "16 /Mixed_5b/branch5x5_1/conv/Conv/WithoutBiases" [label="[1, 192, 25, 25]", style=solid]; -"13 /Mixed_5b/AveragePool" -> "17 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[label="[1, 96, 25, 25]", style=solid]; -"41 /Mixed_5d/AveragePool" -> "47 /Mixed_5d/branch_pool/conv/Conv/WithoutBiases" [label="[1, 288, 25, 25]", style=solid]; -"42 /Mixed_5d/branch1x1/conv/Conv/WithoutBiases" -> "48 /Mixed_5d/branch1x1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"43 /Mixed_5d/branch3x3dbl_1/conv/Conv/WithoutBiases" -> "49 /Mixed_5d/branch3x3dbl_1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"44 /Mixed_5d/branch5x5_1/conv/Conv/WithoutBiases" -> "50 /Mixed_5d/branch5x5_1/Relu" [label="[1, 48, 25, 25]", style=solid]; -"45 /Mixed_5c/branch3x3dbl_2/Relu" -> "51 /Mixed_5c/branch3x3dbl_3/conv/Conv/WithoutBiases" [label="[1, 96, 25, 25]", style=solid]; -"46 /Mixed_5c/branch5x5_2/Relu" -> "37 /Mixed_5c/Concat" [label="[1, 64, 25, 25]", style=solid]; -"47 /Mixed_5d/branch_pool/conv/Conv/WithoutBiases" -> "52 /Mixed_5d/branch_pool/Relu" [label="[1, 64, 25, 25]", style=solid]; -"48 /Mixed_5d/branch1x1/Relu" -> "53 /Mixed_5d/Concat" [label="[1, 64, 25, 25]", style=solid]; 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/Mixed_5d/branch5x5_2/conv/Conv/WithoutBiases" -> "61 /Mixed_5d/branch5x5_2/Relu" [label="[1, 64, 25, 25]", style=solid]; -"56 /Mixed_5c/branch3x3dbl_3/Relu" -> "37 /Mixed_5c/Concat" [label="[1, 96, 25, 25]", style=solid]; -"57 /Mixed_6a/MaxPool" -> "62 /Mixed_6a/Concat" [label="[1, 288, 12, 12]", style=solid]; -"58 /Mixed_6a/branch3x3/conv/Conv/WithoutBiases" -> "63 /Mixed_6a/branch3x3/Relu" [label="[1, 384, 12, 12]", style=solid]; -"59 /Mixed_6a/branch3x3dbl_1/conv/Conv/WithoutBiases" -> "64 /Mixed_6a/branch3x3dbl_1/Relu" [label="[1, 64, 25, 25]", style=solid]; -"60 /Mixed_5d/branch3x3dbl_2/Relu" -> "65 /Mixed_5d/branch3x3dbl_3/conv/Conv/WithoutBiases" [label="[1, 96, 25, 25]", style=solid]; -"61 /Mixed_5d/branch5x5_2/Relu" -> "53 /Mixed_5d/Concat" [label="[1, 64, 25, 25]", style=solid]; -"62 /Mixed_6a/Concat" -> "66 /Mixed_6b/AveragePool" [label="[1, 768, 12, 12]", style=solid]; -"62 /Mixed_6a/Concat" -> "67 /Mixed_6b/branch1x1/conv/Conv/WithoutBiases" [label="[1, 768, 12, 12]", 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style=solid]; -"159 /Mixed_7b/branch3x3_1/conv/Conv/WithoutBiases" -> "168 /Mixed_7b/branch3x3_1/Relu" [label="[1, 384, 5, 5]", style=solid]; -"160 /Mixed_7b/branch3x3dbl_1/conv/Conv/WithoutBiases" -> "169 /Mixed_7b/branch3x3dbl_1/Relu" [label="[1, 448, 5, 5]", style=solid]; -"161 /Mixed_7a/branch3x3_2/conv/Conv/WithoutBiases" -> "170 /Mixed_7a/branch3x3_2/Relu" [label="[1, 320, 5, 5]", style=solid]; -"162 /Mixed_7a/branch7x7x3_2/conv/Conv/WithoutBiases" -> "171 /Mixed_7a/branch7x7x3_2/Relu" [label="[1, 192, 12, 12]", style=solid]; -"163 /Mixed_6e/branch7x7_3/Relu" -> "138 /Mixed_6e/Concat" [label="[1, 192, 12, 12]", style=solid]; -"164 /Mixed_6e/branch7x7dbl_3/Relu" -> "172 /Mixed_6e/branch7x7dbl_4/conv/Conv/WithoutBiases" [label="[1, 192, 12, 12]", style=solid]; -"165 /Mixed_6d/branch7x7dbl_5/conv/Conv/WithoutBiases" -> "173 /Mixed_6d/branch7x7dbl_5/Relu" [label="[1, 192, 12, 12]", style=solid]; -"166 /Mixed_7b/branch_pool/conv/Conv/WithoutBiases" -> "174 /Mixed_7b/branch_pool/Relu" 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Mixed_6a.branch3x3.conv.weight" -> "57 node_Conv_1218" [style=solid, label="[384, 288, 3, 3]"]; +"262 Mixed_6b.branch7x7dbl_5.conv.weight" -> "121 node_Conv_1254" [style=solid, label="[192, 128, 1, 7]"]; +"263 Mixed_6b.branch7x7dbl_4.conv.weight" -> "107 node_Conv_1251" [style=solid, label="[128, 128, 7, 1]"]; +"264 Mixed_6b.branch7x7dbl_3.conv.weight" -> "94 node_Conv_1248" [style=solid, label="[128, 128, 1, 7]"]; +"265 Mixed_6b.branch7x7dbl_2.conv.weight" -> "80 node_Conv_1245" [style=solid, label="[128, 128, 7, 1]"]; +"266 Mixed_6b.branch7x7dbl_1.conv.weight" -> "69 node_Conv_1242" [style=solid, label="[128, 768, 1, 1]"]; +"267 Mixed_6b.branch7x7_3.conv.weight" -> "93 node_Conv_1239" [style=solid, label="[192, 128, 7, 1]"]; +"268 Mixed_6b.branch7x7_2.conv.weight" -> "79 node_Conv_1236" [style=solid, label="[128, 128, 1, 7]"]; +"269 Mixed_6b.branch7x7_1.conv.weight" -> "68 node_Conv_1233" [style=solid, label="[128, 768, 1, 1]"]; +"270 Mixed_6b.branch1x1.conv.weight" -> "67 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Mixed_6e.branch7x7dbl_5.conv.weight" -> "189 node_Conv_1344" [style=solid, label="[192, 192, 1, 7]"]; +"290 Mixed_6e.branch7x7dbl_4.conv.weight" -> "172 node_Conv_1341" [style=solid, label="[192, 192, 7, 1]"]; +"291 Mixed_6e.branch7x7dbl_3.conv.weight" -> "155 node_Conv_1338" [style=solid, label="[192, 192, 1, 7]"]; +"292 Mixed_6e.branch7x7dbl_2.conv.weight" -> "139 node_Conv_1335" [style=solid, label="[192, 192, 7, 1]"]; +"293 Mixed_6e.branch7x7dbl_1.conv.weight" -> "124 node_Conv_1332" [style=solid, label="[192, 768, 1, 1]"]; +"294 Mixed_6e.branch7x7_3.conv.weight" -> "154 node_Conv_1329" [style=solid, label="[192, 192, 7, 1]"]; +"295 Mixed_6e.branch7x7_2.conv.weight" -> "138 node_Conv_1326" [style=solid, label="[192, 192, 1, 7]"]; +"296 Mixed_6e.branch7x7_1.conv.weight" -> "123 node_Conv_1323" [style=solid, label="[192, 768, 1, 1]"]; +"297 Mixed_6e.branch1x1.conv.weight" -> "122 node_Conv_1320" [style=solid, label="[192, 768, 1, 1]"]; +"298 Mixed_7a.branch7x7x3_4.conv.weight" -> 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Mixed_7c.branch3x3_1.conv.weight" -> "183 node_Conv_1398" [style=solid, label="[384, 2048, 1, 1]"]; +"318 Mixed_7c.branch3x3_2a.conv.weight" -> "201 node_Conv_1401" [style=solid, label="[384, 384, 1, 3]"]; +"319 Mixed_7c.branch1x1.conv.weight" -> "182 node_Conv_1395" [style=solid, label="[320, 2048, 1, 1]"]; } diff --git a/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/mobilenet-v2.dot b/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/mobilenet-v2.dot index 1dbb46731a8..921fb38f3be 100644 --- a/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/mobilenet-v2.dot +++ b/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/mobilenet-v2.dot @@ -1,325 +1,325 @@ -strict digraph { -"0 input.1" [id=0, type=Parameter]; -"1 /features/features.0/features.0.0/Conv/WithoutBiases" [id=1, type=Convolution]; -"2 /features/features.0/features.0.2/Clip" [id=2, type=Clamp]; -"3 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label="[32, 3, 3, 3]"]; } diff --git a/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/mobilenet-v3-small.dot b/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/mobilenet-v3-small.dot index 99a3a560291..174762e935a 100644 --- a/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/mobilenet-v3-small.dot +++ b/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/mobilenet-v3-small.dot @@ -1,430 +1,421 @@ strict digraph { -"0 input.1" [id=0, type=Parameter]; -"1 /features/features.0/features.0.0/Conv/WithoutBiases" [id=1, type=Convolution]; -"2 /features/features.0/features.0.2/HardSwish" [id=2, type=HSwish]; -"3 /features/features.1/block/block.0/block.0.0/Conv/WithoutBiases" [id=3, type=GroupConvolution]; -"4 /features/features.1/block/block.0/block.0.2/Relu" [id=4, type=Relu]; -"5 /features/features.1/block/block.1/Mul" [id=5, type=Multiply]; -"6 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[style=solid, label="[24, 88, 1, 1]"]; +"149 Reshape_211" -> "21 node_Conv_461" [style=solid, label="[88, 1, 1, 3, 3]"]; +"150 features.3.block.0.0.weight" -> "17 node_Conv_458" [style=solid, label="[88, 24, 1, 1]"]; +"151 Constant_314" -> "38 node_hardsigmoid_1" [style=solid, label="[]"]; +"152 Constant_313" -> "38 node_hardsigmoid_1" [style=solid, label="[]"]; +"153 features.4.block.2.fc2.weight" -> "34 node_Conv_472" [style=solid, label="[96, 24, 1, 1]"]; +"154 features.4.block.2.fc1.weight" -> "29 node_Conv_471" [style=solid, label="[24, 96, 1, 1]"]; +"155 features.5.block.3.0.weight" -> "50 node_Conv_486" [style=solid, label="[40, 240, 1, 1]"]; +"156 Reshape_330" -> "39 node_Conv_481" [style=solid, label="[240, 1, 1, 5, 5]"]; +"157 features.5.block.0.0.weight" -> "32 node_Conv_478" [style=solid, label="[240, 40, 1, 1]"]; +"158 Constant_378" -> "63 node_hardsigmoid_2" [style=solid, label="[]"]; +"159 Constant_377" -> "63 node_hardsigmoid_2" [style=solid, label="[]"]; +"160 features.5.block.2.fc2.weight" -> "59 node_Conv_483" [style=solid, label="[240, 64, 1, 1]"]; +"161 features.5.block.2.fc1.weight" -> "49 node_Conv_482" [style=solid, label="[64, 240, 1, 1]"]; +"162 features.6.block.3.0.weight" -> "56 node_Conv_497" [style=solid, label="[40, 240, 1, 1]"]; +"163 Reshape_395" -> "43 node_Conv_492" [style=solid, label="[240, 1, 1, 5, 5]"]; +"164 features.6.block.0.0.weight" -> "36 node_Conv_489" [style=solid, label="[240, 40, 1, 1]"]; +"165 Constant_443" -> "68 node_hardsigmoid_3" [style=solid, label="[]"]; +"166 Constant_442" -> "68 node_hardsigmoid_3" [style=solid, label="[]"]; +"167 features.6.block.2.fc2.weight" -> "64 node_Conv_494" [style=solid, label="[240, 64, 1, 1]"]; +"168 features.6.block.2.fc1.weight" -> "55 node_Conv_493" [style=solid, label="[64, 240, 1, 1]"]; +"169 Constant_508" -> "72 node_hardsigmoid_4" [style=solid, label="[]"]; +"170 Constant_507" -> "72 node_hardsigmoid_4" [style=solid, label="[]"]; +"171 features.7.block.2.fc2.weight" -> "69 node_Conv_505" [style=solid, label="[120, 32, 1, 1]"]; +"172 features.7.block.2.fc1.weight" -> "61 node_Conv_504" [style=solid, label="[32, 120, 1, 1]"]; +"173 features.8.block.3.0.weight" -> "81 node_Conv_519" [style=solid, label="[48, 144, 1, 1]"]; +"174 Reshape_524" -> "73 node_Conv_514" [style=solid, label="[144, 1, 1, 5, 5]"]; +"175 features.8.block.0.0.weight" -> "66 node_Conv_511" [style=solid, label="[144, 48, 1, 1]"]; +"176 Constant_572" -> "91 node_hardsigmoid_5" [style=solid, label="[]"]; +"177 Constant_571" -> "91 node_hardsigmoid_5" [style=solid, label="[]"]; +"178 features.8.block.2.fc2.weight" -> "87 node_Conv_516" [style=solid, label="[144, 40, 1, 1]"]; +"179 features.8.block.2.fc1.weight" -> "80 node_Conv_515" [style=solid, label="[40, 144, 1, 1]"]; +"180 Constant_637" -> "96 node_hardsigmoid_6" [style=solid, label="[]"]; +"181 Constant_636" -> "96 node_hardsigmoid_6" [style=solid, label="[]"]; +"182 features.9.block.2.fc2.weight" -> "92 node_Conv_527" [style=solid, label="[288, 72, 1, 1]"]; +"183 features.9.block.2.fc1.weight" -> "85 node_Conv_526" [style=solid, label="[72, 288, 1, 1]"]; +"184 features.10.block.3.0.weight" -> "108 node_Conv_541" [style=solid, label="[96, 576, 1, 1]"]; +"185 Reshape_653" -> "97 node_Conv_536" [style=solid, label="[576, 1, 1, 5, 5]"]; +"186 features.10.block.0.0.weight" -> "89 node_Conv_533" [style=solid, label="[576, 96, 1, 1]"]; +"187 Constant_701" -> "119 node_hardsigmoid_7" [style=solid, label="[]"]; +"188 Constant_700" -> "119 node_hardsigmoid_7" [style=solid, label="[]"]; +"189 features.10.block.2.fc2.weight" -> "116 node_Conv_538" [style=solid, label="[576, 144, 1, 1]"]; +"190 features.10.block.2.fc1.weight" -> "107 node_Conv_537" [style=solid, label="[144, 576, 1, 1]"]; +"191 features.11.block.3.0.weight" -> "114 node_Conv_552" [style=solid, label="[96, 576, 1, 1]"]; +"192 Reshape_718" -> "101 node_Conv_547" [style=solid, label="[576, 1, 1, 5, 5]"]; +"193 features.11.block.0.0.weight" -> "94 node_Conv_544" [style=solid, label="[576, 96, 1, 1]"]; +"194 Constant_766" -> "122 node_hardsigmoid_8" [style=solid, label="[]"]; +"195 Constant_765" -> "122 node_hardsigmoid_8" [style=solid, label="[]"]; +"196 features.11.block.2.fc2.weight" -> "120 node_Conv_549" [style=solid, label="[576, 144, 1, 1]"]; +"197 features.11.block.2.fc1.weight" -> "113 node_Conv_548" [style=solid, label="[144, 576, 1, 1]"]; } diff --git a/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/resnet-18.dot b/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/resnet-18.dot index 73d12b620c9..f76cbd95bce 100644 --- a/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/resnet-18.dot +++ b/tests/openvino/native/data/2024.1/reference_graphs/original_nncf_graph/resnet-18.dot @@ -1,161 +1,161 @@ -strict digraph { -"0 input.1" [id=0, type=Parameter]; -"1 /conv1/Conv/WithoutBiases" [id=1, type=Convolution]; -"2 /Relu" [id=2, type=Relu]; -"3 /maxpool/MaxPool" 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node_Conv_252" [id=1, type=Convolution]; +"2 node_relu" [id=2, type=Relu]; +"3 node_max_pool2d" [id=3, type=MaxPool]; +"4 node_Conv_255" [id=4, type=Convolution]; +"5 node_add" [id=5, type=Add]; +"6 node_relu_1" [id=6, type=Relu]; +"7 node_relu_2" [id=7, type=Relu]; +"8 node_Conv_258" [id=8, type=Convolution]; +"9 node_Conv_261" [id=9, type=Convolution]; +"10 node_add_1" [id=10, type=Add]; +"11 node_relu_3" [id=11, type=Relu]; +"12 node_relu_4" [id=12, type=Relu]; +"13 node_Conv_264" [id=13, type=Convolution]; +"14 node_Conv_267" [id=14, type=Convolution]; +"15 node_Conv_273" [id=15, type=Convolution]; +"16 node_relu_5" [id=16, type=Relu]; +"17 node_add_2" [id=17, type=Add]; +"18 node_Conv_270" [id=18, type=Convolution]; +"19 node_relu_6" [id=19, type=Relu]; +"20 node_Conv_276" [id=20, type=Convolution]; +"21 node_add_3" [id=21, type=Add]; +"22 node_relu_7" [id=22, type=Relu]; +"23 node_relu_8" [id=23, type=Relu]; +"24 node_Conv_279" [id=24, type=Convolution]; +"25 node_Conv_282" 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type=Constant]; +"74 layer4.1.conv2.weight" [id=74, type=Constant]; +"75 layer4.1.conv1.weight" [id=75, type=Constant]; +"0 x" -> "1 node_Conv_252" [style=solid, label="[1, 3, 224, 224]"]; +"1 node_Conv_252" -> "2 node_relu" [style=solid, label="[1, 64, 224, 224]"]; +"2 node_relu" -> "3 node_max_pool2d" [style=solid, label="[1, 64, 224, 224]"]; +"3 node_max_pool2d" -> "4 node_Conv_255" [style=solid, label="[1, 64, 112, 112]"]; +"3 node_max_pool2d" -> "5 node_add" [style=solid, label="[1, 64, 112, 112]"]; +"4 node_Conv_255" -> "6 node_relu_1" [style=solid, label="[1, 64, 112, 112]"]; +"5 node_add" -> "7 node_relu_2" [style=solid, label="[1, 64, 112, 112]"]; +"6 node_relu_1" -> "8 node_Conv_258" [style=solid, label="[1, 64, 112, 112]"]; +"7 node_relu_2" -> "9 node_Conv_261" [style=solid, label="[1, 64, 112, 112]"]; +"7 node_relu_2" -> "10 node_add_1" [style=solid, label="[1, 64, 112, 112]"]; +"8 node_Conv_258" -> "5 node_add" [style=solid, label="[1, 64, 112, 112]"]; +"9 node_Conv_261" 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node_relu_10" -> "32 node_add_5" [style=solid, label="[1, 256, 28, 28]"]; +"31 node_Conv_291" -> "33 node_relu_11" [style=solid, label="[1, 256, 28, 28]"]; +"32 node_add_5" -> "34 node_relu_12" [style=solid, label="[1, 256, 28, 28]"]; +"33 node_relu_11" -> "35 node_Conv_294" [style=solid, label="[1, 256, 28, 28]"]; +"34 node_relu_12" -> "36 node_Conv_297" [style=solid, label="[1, 256, 28, 28]"]; +"34 node_relu_12" -> "37 node_Conv_303" [style=solid, label="[1, 256, 28, 28]"]; +"35 node_Conv_294" -> "32 node_add_5" [style=solid, label="[1, 256, 28, 28]"]; +"36 node_Conv_297" -> "38 node_relu_13" [style=solid, label="[1, 512, 14, 14]"]; +"37 node_Conv_303" -> "39 node_add_6" [style=solid, label="[1, 512, 14, 14]"]; +"38 node_relu_13" -> "40 node_Conv_300" [style=solid, label="[1, 512, 14, 14]"]; +"39 node_add_6" -> "41 node_relu_14" [style=solid, label="[1, 512, 14, 14]"]; +"40 node_Conv_300" -> "39 node_add_6" [style=solid, label="[1, 512, 14, 14]"]; +"41 node_relu_14" -> "42 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a/tests/openvino/native/data/2024.1/reference_graphs/quantized/mobilenet-v2_performance.dot b/tests/openvino/native/data/2024.1/reference_graphs/quantized/mobilenet-v2_performance.dot index f85890bf5cc..b304a2de7e5 100644 --- a/tests/openvino/native/data/2024.1/reference_graphs/quantized/mobilenet-v2_performance.dot +++ b/tests/openvino/native/data/2024.1/reference_graphs/quantized/mobilenet-v2_performance.dot @@ -1,1495 +1,1495 @@ -strict digraph { -"0 input.1" [id=0, type=Parameter]; -"1 input.1/fq_output_0" [id=1, type=FakeQuantize]; -"2 /features/features.0/features.0.0/Conv/WithoutBiases" [id=2, type=Convolution]; -"3 /features/features.0/features.0.2/Clip" [id=3, type=Clamp]; -"4 /features/features.0/features.0.2/Clip/fq_output_0" [id=4, type=FakeQuantize]; -"5 /features/features.1/conv/conv.0/conv.0.0/Conv/WithoutBiases" [id=5, type=GroupConvolution]; -"6 /features/features.1/conv/conv.0/conv.0.2/Clip" [id=6, type=Clamp]; -"7 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"/layer4/layer4.1/conv1/Conv/WithoutBiases/fq_weights_1": { + "node_Conv_306/fq_weights_1": { "input_low": [ [ [ diff --git a/tests/openvino/native/data/2025.1/reference_graphs/quantized/swin-block_performance_transformer.dot b/tests/openvino/native/data/2025.1/reference_graphs/quantized/swin-block_performance_transformer.dot index e7bc88fe652..06985024111 100644 --- a/tests/openvino/native/data/2025.1/reference_graphs/quantized/swin-block_performance_transformer.dot +++ b/tests/openvino/native/data/2025.1/reference_graphs/quantized/swin-block_performance_transformer.dot @@ -1,207 +1,207 @@ strict digraph { -"0 input.1" [id=0, type=Parameter]; -"1 /Add" [id=1, type=Add]; -"2 MVN_19" [id=2, type=MVN]; -"3 161" [id=3, type=Add]; -"4 MVN_74" [id=4, type=MVN]; -"5 Multiply_20" [id=5, type=Multiply]; -"6 161/sink_port_0" [id=6, type=Result]; -"7 MVN_74/fq_output_0" [id=7, type=FakeQuantize]; -"8 Multiply_20/fq_output_0" [id=8, type=FakeQuantize]; -"9 /mlp/fc1/MatMul" [id=9, type=MatMul]; -"10 /Reshape_3" [id=10, type=Reshape]; -"11 /mlp/fc1/Add" [id=11, type=Add]; -"12 /attn/qkv/MatMul" [id=12, type=MatMul]; -"13 /mlp/act/Mul_1" [id=13, type=Gelu]; -"14 /attn/qkv/Add" [id=14, type=Add]; -"15 /mlp/act/Mul_1/fq_output_0" [id=15, type=FakeQuantize]; -"16 /attn/Reshape" [id=16, type=Reshape]; -"17 /mlp/fc2/MatMul" [id=17, type=MatMul]; -"18 /attn/Transpose" [id=18, type=Transpose]; -"19 /mlp/fc2/Add" [id=19, type=Add]; -"20 /attn/Gather" [id=20, type=Gather]; -"21 /attn/Gather_1/fq_input_0" [id=21, type=FakeQuantize]; -"22 /attn/Gather_2" [id=22, type=Gather]; -"23 /attn/Mul" [id=23, type=Multiply]; -"24 /attn/Gather_1" [id=24, type=Gather]; -"25 /attn/MatMul_1" [id=25, type=ScaledDotProductAttention]; -"26 /attn/Mul/fq_output_0" [id=26, type=FakeQuantize]; -"27 /attn/MatMul_1/fq_output_0" [id=27, type=FakeQuantize]; -"28 /attn/Transpose_2" [id=28, type=Transpose]; -"29 /attn/Reshape_1" [id=29, type=Reshape]; -"30 /attn/proj/MatMul" [id=30, type=MatMul]; -"31 /attn/proj/Add" [id=31, type=Add]; -"32 /mlp/fc2/MatMul/fq_weights_1" [id=32, type=FakeQuantize]; -"33 /mlp/fc2/MatMul/fq_weights_1/output_high" [id=33, type=Constant]; -"34 /mlp/fc2/MatMul/fq_weights_1/output_low" [id=34, type=Constant]; -"35 /mlp/fc2/MatMul/fq_weights_1/input_high" [id=35, type=Constant]; -"36 /mlp/fc2/MatMul/fq_weights_1/input_low" [id=36, type=Constant]; -"37 Transpose_1952" [id=37, type=Constant]; -"38 /mlp/act/Mul_1/fq_output_0/output_high" [id=38, type=Constant]; -"39 /mlp/act/Mul_1/fq_output_0/output_low" [id=39, type=Constant]; -"40 /mlp/act/Mul_1/fq_output_0/input_high" [id=40, type=Constant]; -"41 /mlp/act/Mul_1/fq_output_0/input_low" [id=41, type=Constant]; -"42 /mlp/fc1/MatMul/fq_weights_1" [id=42, type=FakeQuantize]; -"43 /mlp/fc1/MatMul/fq_weights_1/output_high" [id=43, type=Constant]; -"44 /mlp/fc1/MatMul/fq_weights_1/output_low" [id=44, type=Constant]; -"45 /mlp/fc1/MatMul/fq_weights_1/input_high" [id=45, type=Constant]; -"46 /mlp/fc1/MatMul/fq_weights_1/input_low" [id=46, type=Constant]; -"47 Transpose_1945" [id=47, type=Constant]; -"48 MVN_74/fq_output_0/output_high" [id=48, type=Constant]; -"49 MVN_74/fq_output_0/output_low" [id=49, type=Constant]; -"50 MVN_74/fq_output_0/input_high" [id=50, type=Constant]; -"51 MVN_74/fq_output_0/input_low" [id=51, type=Constant]; -"52 Range_73" [id=52, type=Constant]; -"53 /attn/proj/MatMul/fq_weights_1" [id=53, type=FakeQuantize]; -"54 /attn/proj/MatMul/fq_weights_1/output_high" [id=54, type=Constant]; -"55 /attn/proj/MatMul/fq_weights_1/output_low" [id=55, type=Constant]; -"56 /attn/proj/MatMul/fq_weights_1/input_high" [id=56, type=Constant]; -"57 /attn/proj/MatMul/fq_weights_1/input_low" [id=57, type=Constant]; -"58 Transpose_1934" [id=58, type=Constant]; -"59 /attn/Constant_2" [id=59, type=Constant]; -"60 Constant_53" [id=60, type=Constant]; -"61 /attn/MatMul_1/fq_output_0/output_high" [id=61, type=Constant]; -"62 /attn/MatMul_1/fq_output_0/output_low" [id=62, type=Constant]; -"63 /attn/MatMul_1/fq_output_0/input_high" [id=63, type=Constant]; -"64 /attn/MatMul_1/fq_output_0/input_low" [id=64, type=Constant]; -"65 Constant_1931" [id=65, type=Constant]; -"66 onnx^^Add_194" [id=66, type=Constant, label="66 onnx::Add_194"]; -"67 Constant_43" [id=67, type=Constant]; -"68 /Constant_1" [id=68, type=Constant]; -"69 Constant_37" [id=69, type=Constant]; -"70 /attn/Constant" [id=70, type=Constant]; -"71 /attn/qkv/MatMul/fq_weights_1" [id=71, type=FakeQuantize]; -"72 /attn/qkv/MatMul/fq_weights_1/output_high" [id=72, type=Constant]; -"73 /attn/qkv/MatMul/fq_weights_1/output_low" [id=73, type=Constant]; -"74 /attn/qkv/MatMul/fq_weights_1/input_high" [id=74, type=Constant]; -"75 /attn/qkv/MatMul/fq_weights_1/input_low" [id=75, type=Constant]; -"76 Transpose_1919" [id=76, type=Constant]; -"77 Constant_2004" [id=77, type=Constant]; -"78 Multiply_20/fq_output_0/output_high" [id=78, type=Constant]; -"79 Multiply_20/fq_output_0/output_low" [id=79, type=Constant]; -"80 Multiply_20/fq_output_0/input_high" [id=80, type=Constant]; -"81 Multiply_20/fq_output_0/input_low" [id=81, type=Constant]; -"82 Constant_1983" [id=82, type=Constant]; -"83 Range_18" [id=83, type=Constant]; -"84 Constant_1984" [id=84, type=Constant]; -"85 Constant_41" [id=85, type=Constant]; -"86 /Constant_3" [id=86, type=Constant]; -"87 /attn/Gather_1/fq_input_0/output_high" [id=87, type=Constant]; -"88 /attn/Gather_1/fq_input_0/output_low" [id=88, type=Constant]; -"89 /attn/Gather_1/fq_input_0/input_high" [id=89, type=Constant]; -"90 /attn/Gather_1/fq_input_0/input_low" [id=90, type=Constant]; -"91 /attn/Mul/fq_output_0/output_high" [id=91, type=Constant]; -"92 /attn/Mul/fq_output_0/output_low" [id=92, type=Constant]; -"93 /attn/Mul/fq_output_0/input_high" [id=93, type=Constant]; -"94 /attn/Mul/fq_output_0/input_low" [id=94, type=Constant]; -"95 Constant_1985" [id=95, type=Constant]; -"96 Constant_39" [id=96, type=Constant]; -"97 /Constant" [id=97, type=Constant]; -"98 Constant_1986" [id=98, type=Constant]; -"99 Constant_1987" [id=99, type=Constant]; -"100 Constant_1988" [id=100, type=Constant]; -"0 input.1" -> "1 /Add" [style=solid, label="[1, 16, 8]"]; -"0 input.1" -> "2 MVN_19" [style=solid, label="[1, 16, 8]"]; -"1 /Add" -> "3 161" [style=solid, label="[1, 16, 8]"]; -"1 /Add" -> "4 MVN_74" [style=solid, label="[1, 16, 8]"]; -"2 MVN_19" -> "5 Multiply_20" [style=solid, label="[1, 16, 8]"]; -"3 161" -> "6 161/sink_port_0" [style=solid, label="[1, 16, 8]"]; -"4 MVN_74" -> "7 MVN_74/fq_output_0" [style=solid, label="[1, 16, 8]"]; -"5 Multiply_20" -> "8 Multiply_20/fq_output_0" [style=solid, label="[1, 16, 8]"]; -"7 MVN_74/fq_output_0" -> "9 /mlp/fc1/MatMul" [style=solid, label="[1, 16, 8]"]; -"8 Multiply_20/fq_output_0" -> "10 /Reshape_3" [style=solid, label="[1, 16, 8]"]; -"9 /mlp/fc1/MatMul" -> "11 /mlp/fc1/Add" [style=solid, label="[1, 16, 32]"]; -"10 /Reshape_3" -> "12 /attn/qkv/MatMul" [style=solid, label="[1, 16, 8]"]; -"11 /mlp/fc1/Add" -> "13 /mlp/act/Mul_1" [style=solid, label="[1, 16, 32]"]; -"12 /attn/qkv/MatMul" -> "14 /attn/qkv/Add" [style=solid, label="[1, 16, 24]"]; -"13 /mlp/act/Mul_1" -> "15 /mlp/act/Mul_1/fq_output_0" [style=solid, label="[1, 16, 32]"]; -"14 /attn/qkv/Add" -> "16 /attn/Reshape" [style=solid, label="[1, 16, 24]"]; -"15 /mlp/act/Mul_1/fq_output_0" -> "17 /mlp/fc2/MatMul" [style=solid, label="[1, 16, 32]"]; -"16 /attn/Reshape" -> "18 /attn/Transpose" [style=solid, label="[1, 16, 3, 2, 4]"]; -"17 /mlp/fc2/MatMul" -> "19 /mlp/fc2/Add" [style=solid, label="[1, 16, 8]"]; -"18 /attn/Transpose" -> "20 /attn/Gather" [style=solid, label="[3, 1, 2, 16, 4]"]; -"18 /attn/Transpose" -> "21 /attn/Gather_1/fq_input_0" [style=solid, label="[3, 1, 2, 16, 4]"]; -"18 /attn/Transpose" -> "22 /attn/Gather_2" [style=solid, label="[3, 1, 2, 16, 4]"]; -"19 /mlp/fc2/Add" -> "3 161" [style=solid, label="[1, 16, 8]"]; -"20 /attn/Gather" -> "23 /attn/Mul" [style=solid, label="[1, 2, 16, 4]"]; -"21 /attn/Gather_1/fq_input_0" -> "24 /attn/Gather_1" [style=solid, label="[3, 1, 2, 16, 4]"]; -"22 /attn/Gather_2" -> "25 /attn/MatMul_1" [style=solid, label="[1, 2, 16, 4]"]; -"23 /attn/Mul" -> "26 /attn/Mul/fq_output_0" [style=solid, label="[1, 2, 16, 4]"]; -"24 /attn/Gather_1" -> "25 /attn/MatMul_1" [style=solid, label="[1, 2, 16, 4]"]; -"25 /attn/MatMul_1" -> "27 /attn/MatMul_1/fq_output_0" [style=solid, label="[1, 2, 16, 4]"]; -"26 /attn/Mul/fq_output_0" -> "25 /attn/MatMul_1" [style=solid, label="[1, 2, 16, 4]"]; -"27 /attn/MatMul_1/fq_output_0" -> "28 /attn/Transpose_2" [style=solid, label="[1, 2, 16, 4]"]; -"28 /attn/Transpose_2" -> "29 /attn/Reshape_1" [style=solid, label="[1, 16, 2, 4]"]; -"29 /attn/Reshape_1" -> "30 /attn/proj/MatMul" [style=solid, label="[1, 16, 8]"]; -"30 /attn/proj/MatMul" -> "31 /attn/proj/Add" [style=solid, label="[1, 16, 8]"]; -"31 /attn/proj/Add" -> "1 /Add" [style=solid, label="[1, 16, 8]"]; -"32 /mlp/fc2/MatMul/fq_weights_1" -> "17 /mlp/fc2/MatMul" [style=solid, label="[8, 32]"]; -"33 /mlp/fc2/MatMul/fq_weights_1/output_high" -> "32 /mlp/fc2/MatMul/fq_weights_1" [style=solid, label="[8, 1]"]; -"34 /mlp/fc2/MatMul/fq_weights_1/output_low" -> "32 /mlp/fc2/MatMul/fq_weights_1" [style=solid, label="[8, 1]"]; -"35 /mlp/fc2/MatMul/fq_weights_1/input_high" -> "32 /mlp/fc2/MatMul/fq_weights_1" [style=solid, label="[8, 1]"]; -"36 /mlp/fc2/MatMul/fq_weights_1/input_low" -> "32 /mlp/fc2/MatMul/fq_weights_1" [style=solid, label="[8, 1]"]; -"37 Transpose_1952" -> "32 /mlp/fc2/MatMul/fq_weights_1" [style=solid, label="[8, 32]"]; -"38 /mlp/act/Mul_1/fq_output_0/output_high" -> "15 /mlp/act/Mul_1/fq_output_0" [style=solid, label="[]"]; -"39 /mlp/act/Mul_1/fq_output_0/output_low" -> "15 /mlp/act/Mul_1/fq_output_0" [style=solid, label="[]"]; -"40 /mlp/act/Mul_1/fq_output_0/input_high" -> "15 /mlp/act/Mul_1/fq_output_0" [style=solid, label="[]"]; -"41 /mlp/act/Mul_1/fq_output_0/input_low" -> "15 /mlp/act/Mul_1/fq_output_0" [style=solid, label="[]"]; -"42 /mlp/fc1/MatMul/fq_weights_1" -> "9 /mlp/fc1/MatMul" [style=solid, label="[32, 8]"]; -"43 /mlp/fc1/MatMul/fq_weights_1/output_high" -> "42 /mlp/fc1/MatMul/fq_weights_1" [style=solid, label="[32, 1]"]; -"44 /mlp/fc1/MatMul/fq_weights_1/output_low" -> "42 /mlp/fc1/MatMul/fq_weights_1" [style=solid, label="[32, 1]"]; -"45 /mlp/fc1/MatMul/fq_weights_1/input_high" -> "42 /mlp/fc1/MatMul/fq_weights_1" [style=solid, label="[32, 1]"]; -"46 /mlp/fc1/MatMul/fq_weights_1/input_low" -> "42 /mlp/fc1/MatMul/fq_weights_1" [style=solid, label="[32, 1]"]; -"47 Transpose_1945" -> "42 /mlp/fc1/MatMul/fq_weights_1" [style=solid, label="[32, 8]"]; -"48 MVN_74/fq_output_0/output_high" -> "7 MVN_74/fq_output_0" [style=solid, label="[]"]; -"49 MVN_74/fq_output_0/output_low" -> "7 MVN_74/fq_output_0" [style=solid, label="[]"]; -"50 MVN_74/fq_output_0/input_high" -> "7 MVN_74/fq_output_0" [style=solid, label="[]"]; -"51 MVN_74/fq_output_0/input_low" -> "7 MVN_74/fq_output_0" [style=solid, label="[]"]; -"52 Range_73" -> "4 MVN_74" [style=dashed, label="[1]"]; -"53 /attn/proj/MatMul/fq_weights_1" -> "30 /attn/proj/MatMul" [style=solid, label="[8, 8]"]; -"54 /attn/proj/MatMul/fq_weights_1/output_high" -> "53 /attn/proj/MatMul/fq_weights_1" [style=solid, label="[8, 1]"]; -"55 /attn/proj/MatMul/fq_weights_1/output_low" -> "53 /attn/proj/MatMul/fq_weights_1" [style=solid, label="[8, 1]"]; -"56 /attn/proj/MatMul/fq_weights_1/input_high" -> "53 /attn/proj/MatMul/fq_weights_1" [style=solid, label="[8, 1]"]; -"57 /attn/proj/MatMul/fq_weights_1/input_low" -> "53 /attn/proj/MatMul/fq_weights_1" [style=solid, label="[8, 1]"]; -"58 Transpose_1934" -> "53 /attn/proj/MatMul/fq_weights_1" [style=solid, label="[8, 8]"]; -"59 /attn/Constant_2" -> "29 /attn/Reshape_1" [style=dashed, label="[3]"]; -"60 Constant_53" -> "28 /attn/Transpose_2" [style=dashed, label="[4]"]; -"61 /attn/MatMul_1/fq_output_0/output_high" -> "27 /attn/MatMul_1/fq_output_0" [style=solid, label="[]"]; -"62 /attn/MatMul_1/fq_output_0/output_low" -> "27 /attn/MatMul_1/fq_output_0" [style=solid, label="[]"]; -"63 /attn/MatMul_1/fq_output_0/input_high" -> "27 /attn/MatMul_1/fq_output_0" [style=solid, label="[]"]; -"64 /attn/MatMul_1/fq_output_0/input_low" -> "27 /attn/MatMul_1/fq_output_0" [style=solid, label="[]"]; -"65 Constant_1931" -> "25 /attn/MatMul_1" [style=solid, label="[]"]; -"66 onnx^^Add_194" -> "25 /attn/MatMul_1" [style=solid, label="[1, 2, 16, 16]"]; -"67 Constant_43" -> "22 /attn/Gather_2" [style=dashed, label="[]"]; -"68 /Constant_1" -> "22 /attn/Gather_2" [style=dashed, label="[]"]; -"69 Constant_37" -> "18 /attn/Transpose" [style=dashed, label="[5]"]; -"70 /attn/Constant" -> "16 /attn/Reshape" [style=dashed, label="[5]"]; -"71 /attn/qkv/MatMul/fq_weights_1" -> "12 /attn/qkv/MatMul" [style=solid, label="[24, 8]"]; -"72 /attn/qkv/MatMul/fq_weights_1/output_high" -> "71 /attn/qkv/MatMul/fq_weights_1" [style=solid, label="[24, 1]"]; -"73 /attn/qkv/MatMul/fq_weights_1/output_low" -> "71 /attn/qkv/MatMul/fq_weights_1" [style=solid, label="[24, 1]"]; -"74 /attn/qkv/MatMul/fq_weights_1/input_high" -> "71 /attn/qkv/MatMul/fq_weights_1" [style=solid, label="[24, 1]"]; -"75 /attn/qkv/MatMul/fq_weights_1/input_low" -> "71 /attn/qkv/MatMul/fq_weights_1" [style=solid, label="[24, 1]"]; -"76 Transpose_1919" -> "71 /attn/qkv/MatMul/fq_weights_1" [style=solid, label="[24, 8]"]; -"77 Constant_2004" -> "10 /Reshape_3" [style=dashed, label="[3]"]; -"78 Multiply_20/fq_output_0/output_high" -> "8 Multiply_20/fq_output_0" [style=solid, label="[]"]; -"79 Multiply_20/fq_output_0/output_low" -> "8 Multiply_20/fq_output_0" [style=solid, label="[]"]; -"80 Multiply_20/fq_output_0/input_high" -> "8 Multiply_20/fq_output_0" [style=solid, label="[]"]; -"81 Multiply_20/fq_output_0/input_low" -> "8 Multiply_20/fq_output_0" [style=solid, label="[]"]; -"82 Constant_1983" -> "5 Multiply_20" [style=solid, label="[1, 1, 8]"]; -"83 Range_18" -> "2 MVN_19" [style=dashed, label="[1]"]; -"84 Constant_1984" -> "14 /attn/qkv/Add" [style=solid, label="[1, 1, 24]"]; -"85 Constant_41" -> "24 /attn/Gather_1" [style=dashed, label="[]"]; -"86 /Constant_3" -> "24 /attn/Gather_1" [style=dashed, label="[]"]; -"87 /attn/Gather_1/fq_input_0/output_high" -> "21 /attn/Gather_1/fq_input_0" [style=solid, label="[]"]; -"88 /attn/Gather_1/fq_input_0/output_low" -> "21 /attn/Gather_1/fq_input_0" [style=solid, label="[]"]; -"89 /attn/Gather_1/fq_input_0/input_high" -> "21 /attn/Gather_1/fq_input_0" [style=solid, label="[]"]; -"90 /attn/Gather_1/fq_input_0/input_low" -> "21 /attn/Gather_1/fq_input_0" [style=solid, label="[]"]; -"91 /attn/Mul/fq_output_0/output_high" -> "26 /attn/Mul/fq_output_0" [style=solid, label="[]"]; -"92 /attn/Mul/fq_output_0/output_low" -> "26 /attn/Mul/fq_output_0" [style=solid, label="[]"]; -"93 /attn/Mul/fq_output_0/input_high" -> "26 /attn/Mul/fq_output_0" [style=solid, label="[]"]; -"94 /attn/Mul/fq_output_0/input_low" -> "26 /attn/Mul/fq_output_0" [style=solid, label="[]"]; -"95 Constant_1985" -> "23 /attn/Mul" [style=solid, label="[1, 1, 1, 1]"]; -"96 Constant_39" -> "20 /attn/Gather" [style=dashed, label="[]"]; -"97 /Constant" -> "20 /attn/Gather" [style=dashed, label="[]"]; -"98 Constant_1986" -> "31 /attn/proj/Add" [style=solid, label="[1, 1, 8]"]; -"99 Constant_1987" -> "11 /mlp/fc1/Add" [style=solid, label="[1, 1, 32]"]; -"100 Constant_1988" -> "19 /mlp/fc2/Add" [style=solid, label="[1, 1, 8]"]; +"0 x" [id=0, type=Parameter]; +"1 MVN_25" [id=1, type=MVN]; +"2 node_add_1" [id=2, type=Add]; +"3 Multiply_26" [id=3, type=Multiply]; +"4 MVN_64" [id=4, type=MVN]; +"5 add_2" [id=5, type=Add]; +"6 Multiply_26/fq_output_0" [id=6, type=FakeQuantize]; +"7 MVN_64/fq_output_0" [id=7, type=FakeQuantize]; +"8 add_2/sink_port_0" [id=8, type=Result]; +"9 node_Reshape_96" [id=9, type=Reshape]; +"10 node_MatMul_88" [id=10, type=MatMul]; +"11 node_MatMul_26" [id=11, type=MatMul]; +"12 node_linear_2" [id=12, type=Add]; +"13 node_linear" [id=13, type=Add]; +"14 node_gelu" [id=14, type=Gelu]; +"15 node_view_4" [id=15, type=Reshape]; +"16 node_gelu/fq_output_0" [id=16, type=FakeQuantize]; +"17 node_permute_1" [id=17, type=Transpose]; +"18 node_MatMul_90" [id=18, type=MatMul]; +"19 node_select" [id=19, type=Gather]; +"20 node_select_1/fq_input_0" [id=20, type=FakeQuantize]; +"21 node_select_2" [id=21, type=Gather]; +"22 node_linear_3" [id=22, type=Add]; +"23 node_mul" [id=23, type=Multiply]; +"24 node_select_1" [id=24, type=Gather]; +"25 node_matmul_1" [id=25, type=ScaledDotProductAttention]; +"26 node_mul/fq_output_0" [id=26, type=FakeQuantize]; +"27 node_matmul_1/fq_output_0" [id=27, type=FakeQuantize]; +"28 node_transpose_1" [id=28, type=Transpose]; +"29 node__unsafe_view" [id=29, type=Reshape]; +"30 node_MatMul_61" [id=30, type=MatMul]; +"31 node_linear_1" [id=31, type=Add]; +"32 Constant_2207" [id=32, type=Constant]; +"33 node_MatMul_90/fq_weights_1" [id=33, type=FakeQuantize]; +"34 node_MatMul_90/fq_weights_1/output_high" [id=34, type=Constant]; +"35 node_MatMul_90/fq_weights_1/output_low" [id=35, type=Constant]; +"36 node_MatMul_90/fq_weights_1/input_high" [id=36, type=Constant]; +"37 node_MatMul_90/fq_weights_1/input_low" [id=37, type=Constant]; +"38 Transpose_2023" [id=38, type=Constant]; +"39 node_gelu/fq_output_0/output_high" [id=39, type=Constant]; +"40 node_gelu/fq_output_0/output_low" [id=40, type=Constant]; +"41 node_gelu/fq_output_0/input_high" [id=41, type=Constant]; +"42 node_gelu/fq_output_0/input_low" [id=42, type=Constant]; +"43 Constant_2206" [id=43, type=Constant]; +"44 node_MatMul_88/fq_weights_1" [id=44, type=FakeQuantize]; +"45 node_MatMul_88/fq_weights_1/output_high" [id=45, type=Constant]; +"46 node_MatMul_88/fq_weights_1/output_low" [id=46, type=Constant]; +"47 node_MatMul_88/fq_weights_1/input_high" [id=47, type=Constant]; +"48 node_MatMul_88/fq_weights_1/input_low" [id=48, type=Constant]; +"49 Transpose_2018" [id=49, type=Constant]; +"50 MVN_64/fq_output_0/output_high" [id=50, type=Constant]; +"51 MVN_64/fq_output_0/output_low" [id=51, type=Constant]; +"52 MVN_64/fq_output_0/input_high" [id=52, type=Constant]; +"53 MVN_64/fq_output_0/input_low" [id=53, type=Constant]; +"54 Range_63" [id=54, type=Constant]; +"55 Constant_2205" [id=55, type=Constant]; +"56 node_MatMul_61/fq_weights_1" [id=56, type=FakeQuantize]; +"57 node_MatMul_61/fq_weights_1/output_high" [id=57, type=Constant]; +"58 node_MatMul_61/fq_weights_1/output_low" [id=58, type=Constant]; +"59 node_MatMul_61/fq_weights_1/input_high" [id=59, type=Constant]; +"60 node_MatMul_61/fq_weights_1/input_low" [id=60, type=Constant]; +"61 Transpose_2009" [id=61, type=Constant]; +"62 val_26" [id=62, type=Constant]; +"63 Constant_50" [id=63, type=Constant]; +"64 node_matmul_1/fq_output_0/output_high" [id=64, type=Constant]; +"65 node_matmul_1/fq_output_0/output_low" [id=65, type=Constant]; +"66 node_matmul_1/fq_output_0/input_high" [id=66, type=Constant]; +"67 node_matmul_1/fq_output_0/input_low" [id=67, type=Constant]; +"68 Constant_2161" [id=68, type=Constant]; +"69 unsqueeze/Squeeze" [id=69, type=Constant]; +"70 Constant_41" [id=70, type=Constant]; +"71 val_38" [id=71, type=Constant]; +"72 Constant_35" [id=72, type=Constant]; +"73 val_35" [id=73, type=Constant]; +"74 Constant_2203" [id=74, type=Constant]; +"75 node_MatMul_26/fq_weights_1" [id=75, type=FakeQuantize]; +"76 node_MatMul_26/fq_weights_1/output_high" [id=76, type=Constant]; +"77 node_MatMul_26/fq_weights_1/output_low" [id=77, type=Constant]; +"78 node_MatMul_26/fq_weights_1/input_high" [id=78, type=Constant]; +"79 node_MatMul_26/fq_weights_1/input_low" [id=79, type=Constant]; +"80 Transpose_2000" [id=80, type=Constant]; +"81 Constant_2218" [id=81, type=Constant]; +"82 Multiply_26/fq_output_0/output_high" [id=82, type=Constant]; +"83 Multiply_26/fq_output_0/output_low" [id=83, type=Constant]; +"84 Multiply_26/fq_output_0/input_high" [id=84, type=Constant]; +"85 Multiply_26/fq_output_0/input_low" [id=85, type=Constant]; +"86 Constant_2202" [id=86, type=Constant]; +"87 Range_24" [id=87, type=Constant]; +"88 Constant_39" [id=88, type=Constant]; +"89 val_37" [id=89, type=Constant]; +"90 node_select_1/fq_input_0/output_high" [id=90, type=Constant]; +"91 node_select_1/fq_input_0/output_low" [id=91, type=Constant]; +"92 node_select_1/fq_input_0/input_high" [id=92, type=Constant]; +"93 node_select_1/fq_input_0/input_low" [id=93, type=Constant]; +"94 node_mul/fq_output_0/output_high" [id=94, type=Constant]; +"95 node_mul/fq_output_0/output_low" [id=95, type=Constant]; +"96 node_mul/fq_output_0/input_high" [id=96, type=Constant]; +"97 node_mul/fq_output_0/input_low" [id=97, type=Constant]; +"98 Constant_2204" [id=98, type=Constant]; +"99 Constant_37" [id=99, type=Constant]; +"100 val_36" [id=100, type=Constant]; +"0 x" -> "1 MVN_25" [style=solid, label="[1, 16, 8]"]; +"0 x" -> "2 node_add_1" [style=solid, label="[1, 16, 8]"]; +"1 MVN_25" -> "3 Multiply_26" [style=solid, label="[1, 16, 8]"]; +"2 node_add_1" -> "4 MVN_64" [style=solid, label="[1, 16, 8]"]; +"2 node_add_1" -> "5 add_2" [style=solid, label="[1, 16, 8]"]; +"3 Multiply_26" -> "6 Multiply_26/fq_output_0" [style=solid, label="[1, 16, 8]"]; +"4 MVN_64" -> "7 MVN_64/fq_output_0" [style=solid, label="[1, 16, 8]"]; +"5 add_2" -> "8 add_2/sink_port_0" [style=solid, label="[1, 16, 8]"]; +"6 Multiply_26/fq_output_0" -> "9 node_Reshape_96" [style=solid, label="[1, 16, 8]"]; +"7 MVN_64/fq_output_0" -> "10 node_MatMul_88" [style=solid, label="[1, 16, 8]"]; +"9 node_Reshape_96" -> "11 node_MatMul_26" [style=solid, label="[1, 16, 8]"]; +"10 node_MatMul_88" -> "12 node_linear_2" [style=solid, label="[1, 16, 32]"]; +"11 node_MatMul_26" -> "13 node_linear" [style=solid, label="[1, 16, 24]"]; +"12 node_linear_2" -> "14 node_gelu" [style=solid, label="[1, 16, 32]"]; +"13 node_linear" -> "15 node_view_4" [style=solid, label="[1, 16, 24]"]; +"14 node_gelu" -> "16 node_gelu/fq_output_0" [style=solid, label="[1, 16, 32]"]; +"15 node_view_4" -> "17 node_permute_1" [style=solid, label="[1, 16, 3, 2, 4]"]; +"16 node_gelu/fq_output_0" -> "18 node_MatMul_90" [style=solid, label="[1, 16, 32]"]; +"17 node_permute_1" -> "19 node_select" [style=solid, label="[3, 1, 2, 16, 4]"]; +"17 node_permute_1" -> "20 node_select_1/fq_input_0" [style=solid, label="[3, 1, 2, 16, 4]"]; +"17 node_permute_1" -> "21 node_select_2" [style=solid, label="[3, 1, 2, 16, 4]"]; +"18 node_MatMul_90" -> "22 node_linear_3" [style=solid, label="[1, 16, 8]"]; +"19 node_select" -> "23 node_mul" [style=solid, label="[1, 2, 16, 4]"]; +"20 node_select_1/fq_input_0" -> "24 node_select_1" [style=solid, label="[3, 1, 2, 16, 4]"]; +"21 node_select_2" -> "25 node_matmul_1" [style=solid, label="[1, 2, 16, 4]"]; +"22 node_linear_3" -> "5 add_2" [style=solid, label="[1, 16, 8]"]; +"23 node_mul" -> "26 node_mul/fq_output_0" [style=solid, label="[1, 2, 16, 4]"]; +"24 node_select_1" -> "25 node_matmul_1" [style=solid, label="[1, 2, 16, 4]"]; +"25 node_matmul_1" -> "27 node_matmul_1/fq_output_0" [style=solid, label="[1, 2, 16, 4]"]; +"26 node_mul/fq_output_0" -> "25 node_matmul_1" [style=solid, label="[1, 2, 16, 4]"]; +"27 node_matmul_1/fq_output_0" -> "28 node_transpose_1" [style=solid, label="[1, 2, 16, 4]"]; +"28 node_transpose_1" -> "29 node__unsafe_view" [style=solid, label="[1, 16, 2, 4]"]; +"29 node__unsafe_view" -> "30 node_MatMul_61" [style=solid, label="[1, 16, 8]"]; +"30 node_MatMul_61" -> "31 node_linear_1" [style=solid, label="[1, 16, 8]"]; +"31 node_linear_1" -> "2 node_add_1" [style=solid, label="[1, 16, 8]"]; +"32 Constant_2207" -> "22 node_linear_3" [style=solid, label="[1, 1, 8]"]; +"33 node_MatMul_90/fq_weights_1" -> "18 node_MatMul_90" [style=solid, label="[8, 32]"]; +"34 node_MatMul_90/fq_weights_1/output_high" -> "33 node_MatMul_90/fq_weights_1" [style=solid, label="[8, 1]"]; +"35 node_MatMul_90/fq_weights_1/output_low" -> "33 node_MatMul_90/fq_weights_1" [style=solid, label="[8, 1]"]; +"36 node_MatMul_90/fq_weights_1/input_high" -> "33 node_MatMul_90/fq_weights_1" [style=solid, label="[8, 1]"]; +"37 node_MatMul_90/fq_weights_1/input_low" -> "33 node_MatMul_90/fq_weights_1" [style=solid, label="[8, 1]"]; +"38 Transpose_2023" -> "33 node_MatMul_90/fq_weights_1" [style=solid, label="[8, 32]"]; +"39 node_gelu/fq_output_0/output_high" -> "16 node_gelu/fq_output_0" [style=solid, label="[]"]; +"40 node_gelu/fq_output_0/output_low" -> "16 node_gelu/fq_output_0" [style=solid, label="[]"]; +"41 node_gelu/fq_output_0/input_high" -> "16 node_gelu/fq_output_0" [style=solid, label="[]"]; +"42 node_gelu/fq_output_0/input_low" -> "16 node_gelu/fq_output_0" [style=solid, label="[]"]; +"43 Constant_2206" -> "12 node_linear_2" [style=solid, label="[1, 1, 32]"]; +"44 node_MatMul_88/fq_weights_1" -> "10 node_MatMul_88" [style=solid, label="[32, 8]"]; +"45 node_MatMul_88/fq_weights_1/output_high" -> "44 node_MatMul_88/fq_weights_1" [style=solid, label="[32, 1]"]; +"46 node_MatMul_88/fq_weights_1/output_low" -> "44 node_MatMul_88/fq_weights_1" [style=solid, label="[32, 1]"]; +"47 node_MatMul_88/fq_weights_1/input_high" -> "44 node_MatMul_88/fq_weights_1" [style=solid, label="[32, 1]"]; +"48 node_MatMul_88/fq_weights_1/input_low" -> "44 node_MatMul_88/fq_weights_1" [style=solid, label="[32, 1]"]; +"49 Transpose_2018" -> "44 node_MatMul_88/fq_weights_1" [style=solid, label="[32, 8]"]; +"50 MVN_64/fq_output_0/output_high" -> "7 MVN_64/fq_output_0" [style=solid, label="[]"]; +"51 MVN_64/fq_output_0/output_low" -> "7 MVN_64/fq_output_0" [style=solid, label="[]"]; +"52 MVN_64/fq_output_0/input_high" -> "7 MVN_64/fq_output_0" [style=solid, label="[]"]; +"53 MVN_64/fq_output_0/input_low" -> "7 MVN_64/fq_output_0" [style=solid, label="[]"]; +"54 Range_63" -> "4 MVN_64" [style=dashed, label="[1]"]; +"55 Constant_2205" -> "31 node_linear_1" [style=solid, label="[1, 1, 8]"]; +"56 node_MatMul_61/fq_weights_1" -> "30 node_MatMul_61" [style=solid, label="[8, 8]"]; +"57 node_MatMul_61/fq_weights_1/output_high" -> "56 node_MatMul_61/fq_weights_1" [style=solid, label="[8, 1]"]; +"58 node_MatMul_61/fq_weights_1/output_low" -> "56 node_MatMul_61/fq_weights_1" [style=solid, label="[8, 1]"]; +"59 node_MatMul_61/fq_weights_1/input_high" -> "56 node_MatMul_61/fq_weights_1" [style=solid, label="[8, 1]"]; +"60 node_MatMul_61/fq_weights_1/input_low" -> "56 node_MatMul_61/fq_weights_1" [style=solid, label="[8, 1]"]; +"61 Transpose_2009" -> "56 node_MatMul_61/fq_weights_1" [style=solid, label="[8, 8]"]; +"62 val_26" -> "29 node__unsafe_view" [style=dashed, label="[3]"]; +"63 Constant_50" -> "28 node_transpose_1" [style=dashed, label="[4]"]; +"64 node_matmul_1/fq_output_0/output_high" -> "27 node_matmul_1/fq_output_0" [style=solid, label="[]"]; +"65 node_matmul_1/fq_output_0/output_low" -> "27 node_matmul_1/fq_output_0" [style=solid, label="[]"]; +"66 node_matmul_1/fq_output_0/input_high" -> "27 node_matmul_1/fq_output_0" [style=solid, label="[]"]; +"67 node_matmul_1/fq_output_0/input_low" -> "27 node_matmul_1/fq_output_0" [style=solid, label="[]"]; +"68 Constant_2161" -> "25 node_matmul_1" [style=solid, label="[]"]; +"69 unsqueeze/Squeeze" -> "25 node_matmul_1" [style=solid, label="[2, 16, 16]"]; +"70 Constant_41" -> "21 node_select_2" [style=dashed, label="[]"]; +"71 val_38" -> "21 node_select_2" [style=dashed, label="[]"]; +"72 Constant_35" -> "17 node_permute_1" [style=dashed, label="[5]"]; +"73 val_35" -> "15 node_view_4" [style=dashed, label="[5]"]; +"74 Constant_2203" -> "13 node_linear" [style=solid, label="[1, 1, 24]"]; +"75 node_MatMul_26/fq_weights_1" -> "11 node_MatMul_26" [style=solid, label="[24, 8]"]; +"76 node_MatMul_26/fq_weights_1/output_high" -> "75 node_MatMul_26/fq_weights_1" [style=solid, label="[24, 1]"]; +"77 node_MatMul_26/fq_weights_1/output_low" -> "75 node_MatMul_26/fq_weights_1" [style=solid, label="[24, 1]"]; +"78 node_MatMul_26/fq_weights_1/input_high" -> "75 node_MatMul_26/fq_weights_1" [style=solid, label="[24, 1]"]; +"79 node_MatMul_26/fq_weights_1/input_low" -> "75 node_MatMul_26/fq_weights_1" [style=solid, label="[24, 1]"]; +"80 Transpose_2000" -> "75 node_MatMul_26/fq_weights_1" [style=solid, label="[24, 8]"]; +"81 Constant_2218" -> "9 node_Reshape_96" [style=dashed, label="[3]"]; +"82 Multiply_26/fq_output_0/output_high" -> "6 Multiply_26/fq_output_0" [style=solid, label="[]"]; +"83 Multiply_26/fq_output_0/output_low" -> "6 Multiply_26/fq_output_0" [style=solid, label="[]"]; +"84 Multiply_26/fq_output_0/input_high" -> "6 Multiply_26/fq_output_0" [style=solid, label="[]"]; +"85 Multiply_26/fq_output_0/input_low" -> "6 Multiply_26/fq_output_0" [style=solid, label="[]"]; +"86 Constant_2202" -> "3 Multiply_26" [style=solid, label="[1, 1, 8]"]; +"87 Range_24" -> "1 MVN_25" [style=dashed, label="[1]"]; +"88 Constant_39" -> "24 node_select_1" [style=dashed, label="[]"]; +"89 val_37" -> "24 node_select_1" [style=dashed, label="[]"]; +"90 node_select_1/fq_input_0/output_high" -> "20 node_select_1/fq_input_0" [style=solid, label="[]"]; +"91 node_select_1/fq_input_0/output_low" -> "20 node_select_1/fq_input_0" [style=solid, label="[]"]; +"92 node_select_1/fq_input_0/input_high" -> "20 node_select_1/fq_input_0" [style=solid, label="[]"]; +"93 node_select_1/fq_input_0/input_low" -> "20 node_select_1/fq_input_0" [style=solid, label="[]"]; +"94 node_mul/fq_output_0/output_high" -> "26 node_mul/fq_output_0" [style=solid, label="[]"]; +"95 node_mul/fq_output_0/output_low" -> "26 node_mul/fq_output_0" [style=solid, label="[]"]; +"96 node_mul/fq_output_0/input_high" -> "26 node_mul/fq_output_0" [style=solid, label="[]"]; +"97 node_mul/fq_output_0/input_low" -> "26 node_mul/fq_output_0" [style=solid, label="[]"]; +"98 Constant_2204" -> "23 node_mul" [style=solid, label="[1, 1, 1, 1]"]; +"99 Constant_37" -> "19 node_select" [style=dashed, label="[]"]; +"100 val_36" -> "19 node_select" [style=dashed, label="[]"]; } diff --git a/tests/openvino/native/data/2025.1/reference_graphs/quantized/swin-block_sq.dot b/tests/openvino/native/data/2025.1/reference_graphs/quantized/swin-block_sq.dot index c757d09045f..c0656ef47c8 100644 --- a/tests/openvino/native/data/2025.1/reference_graphs/quantized/swin-block_sq.dot +++ b/tests/openvino/native/data/2025.1/reference_graphs/quantized/swin-block_sq.dot @@ -1,123 +1,123 @@ strict digraph { -"0 input.1" [id=0, type=Parameter]; -"1 /Add" [id=1, type=Add]; -"2 MVN_19" [id=2, type=MVN]; -"3 161" [id=3, type=Add]; -"4 MVN_74" [id=4, type=MVN]; -"5 Multiply_20" [id=5, type=Multiply]; -"6 161/sink_port_0" [id=6, type=Result]; -"7 MVN_74_0_0/nncf_smooth_quant" [id=7, type=Multiply]; -"8 /Reshape_3" [id=8, type=Reshape]; -"9 /mlp/fc1/MatMul" [id=9, type=MatMul]; -"10 /Reshape_3_0_0/nncf_smooth_quant" [id=10, type=Multiply]; -"11 /mlp/fc1/Add" [id=11, type=Add]; -"12 /attn/qkv/MatMul" [id=12, type=MatMul]; -"13 /mlp/act/Mul_1" [id=13, type=Gelu]; -"14 /attn/qkv/Add" [id=14, type=Add]; -"15 /mlp/act/Mul_1_0_0/nncf_smooth_quant" [id=15, type=Multiply]; -"16 /attn/Reshape" [id=16, type=Reshape]; -"17 /mlp/fc2/MatMul" [id=17, type=MatMul]; -"18 /attn/Transpose" [id=18, type=Transpose]; -"19 /mlp/fc2/Add" [id=19, type=Add]; -"20 /attn/Gather" [id=20, type=Gather]; -"21 /attn/Gather_1" [id=21, type=Gather]; -"22 /attn/Gather_2" [id=22, type=Gather]; -"23 /attn/Mul" [id=23, type=Multiply]; -"24 /attn/MatMul_1" [id=24, type=ScaledDotProductAttention]; -"25 /attn/Transpose_2" [id=25, type=Transpose]; -"26 /attn/Reshape_1" [id=26, type=Reshape]; -"27 /attn/Reshape_1_0_0/nncf_smooth_quant" [id=27, type=Multiply]; -"28 /attn/proj/MatMul" [id=28, type=MatMul]; -"29 /attn/proj/Add" [id=29, type=Add]; -"30 Transpose_1952" [id=30, type=Constant]; -"31 /mlp/act/Mul_1_0_0/nncf_smooth_quant/scale" [id=31, type=Constant]; -"32 Transpose_1945" [id=32, type=Constant]; -"33 MVN_74_0_0/nncf_smooth_quant/scale" [id=33, type=Constant]; -"34 Range_73" [id=34, type=Constant]; -"35 Transpose_1934" [id=35, type=Constant]; -"36 /attn/Reshape_1_0_0/nncf_smooth_quant/scale" [id=36, type=Constant]; -"37 /attn/Constant_2" [id=37, type=Constant]; -"38 Constant_53" [id=38, type=Constant]; -"39 Constant_1931" [id=39, type=Constant]; -"40 onnx^^Add_194" [id=40, type=Constant, label="40 onnx::Add_194"]; -"41 Constant_43" [id=41, type=Constant]; -"42 /Constant_1" [id=42, type=Constant]; -"43 Constant_37" [id=43, type=Constant]; -"44 /attn/Constant" [id=44, type=Constant]; -"45 Transpose_1919" [id=45, type=Constant]; -"46 /Reshape_3_0_0/nncf_smooth_quant/scale" [id=46, type=Constant]; -"47 Constant_2004" [id=47, type=Constant]; -"48 Constant_1983" [id=48, type=Constant]; -"49 Range_18" [id=49, type=Constant]; -"50 Constant_1984" [id=50, type=Constant]; -"51 Constant_41" [id=51, type=Constant]; -"52 /Constant_3" [id=52, type=Constant]; -"53 Constant_1985" [id=53, type=Constant]; +"0 x" [id=0, type=Parameter]; +"1 MVN_25" [id=1, type=MVN]; +"2 node_add_1" [id=2, type=Add]; +"3 Multiply_26" [id=3, type=Multiply]; +"4 MVN_64" [id=4, type=MVN]; +"5 add_2" [id=5, type=Add]; +"6 node_Reshape_96" [id=6, type=Reshape]; +"7 MVN_64_0_0/nncf_smooth_quant" [id=7, type=Multiply]; +"8 add_2/sink_port_0" [id=8, type=Result]; +"9 node_Reshape_96_0_0/nncf_smooth_quant" [id=9, type=Multiply]; +"10 node_MatMul_88" [id=10, type=MatMul]; +"11 node_MatMul_26" [id=11, type=MatMul]; +"12 node_linear_2" [id=12, type=Add]; +"13 node_linear" [id=13, type=Add]; +"14 node_gelu" [id=14, type=Gelu]; +"15 node_view_4" [id=15, type=Reshape]; +"16 node_gelu_0_0/nncf_smooth_quant" [id=16, type=Multiply]; +"17 node_permute_1" [id=17, type=Transpose]; +"18 node_MatMul_90" [id=18, type=MatMul]; +"19 node_select" [id=19, type=Gather]; +"20 node_select_1" [id=20, type=Gather]; +"21 node_select_2" [id=21, type=Gather]; +"22 node_linear_3" [id=22, type=Add]; +"23 node_mul" [id=23, type=Multiply]; +"24 node_matmul_1" [id=24, type=ScaledDotProductAttention]; +"25 node_transpose_1" [id=25, type=Transpose]; +"26 node__unsafe_view" [id=26, type=Reshape]; +"27 node__unsafe_view_0_0/nncf_smooth_quant" [id=27, type=Multiply]; +"28 node_MatMul_61" [id=28, type=MatMul]; +"29 node_linear_1" [id=29, type=Add]; +"30 Constant_2207" [id=30, type=Constant]; +"31 Transpose_2023" [id=31, type=Constant]; +"32 node_gelu_0_0/nncf_smooth_quant/scale" [id=32, type=Constant]; +"33 Constant_2206" [id=33, type=Constant]; +"34 Transpose_2018" [id=34, type=Constant]; +"35 MVN_64_0_0/nncf_smooth_quant/scale" [id=35, type=Constant]; +"36 Range_63" [id=36, type=Constant]; +"37 Constant_2205" [id=37, type=Constant]; +"38 Transpose_2009" [id=38, type=Constant]; +"39 node__unsafe_view_0_0/nncf_smooth_quant/scale" [id=39, type=Constant]; +"40 val_26" [id=40, type=Constant]; +"41 Constant_50" [id=41, type=Constant]; +"42 Constant_2161" [id=42, type=Constant]; +"43 unsqueeze/Squeeze" [id=43, type=Constant]; +"44 Constant_41" [id=44, type=Constant]; +"45 val_38" [id=45, type=Constant]; +"46 Constant_35" [id=46, type=Constant]; +"47 val_35" [id=47, type=Constant]; +"48 Constant_2203" [id=48, type=Constant]; +"49 Transpose_2000" [id=49, type=Constant]; +"50 node_Reshape_96_0_0/nncf_smooth_quant/scale" [id=50, type=Constant]; +"51 Constant_2218" [id=51, type=Constant]; +"52 Constant_2202" [id=52, type=Constant]; +"53 Range_24" [id=53, type=Constant]; "54 Constant_39" [id=54, type=Constant]; -"55 /Constant" [id=55, type=Constant]; -"56 Constant_1986" [id=56, type=Constant]; -"57 Constant_1987" [id=57, type=Constant]; -"58 Constant_1988" [id=58, type=Constant]; -"0 input.1" -> "1 /Add" [style=solid, label="[1, 16, 8]"]; -"0 input.1" -> "2 MVN_19" [style=solid, label="[1, 16, 8]"]; -"1 /Add" -> "3 161" [style=solid, label="[1, 16, 8]"]; -"1 /Add" -> "4 MVN_74" [style=solid, label="[1, 16, 8]"]; -"2 MVN_19" -> "5 Multiply_20" [style=solid, label="[1, 16, 8]"]; -"3 161" -> "6 161/sink_port_0" [style=solid, label="[1, 16, 8]"]; -"4 MVN_74" -> "7 MVN_74_0_0/nncf_smooth_quant" [style=solid, label="[1, 16, 8]"]; -"5 Multiply_20" -> "8 /Reshape_3" [style=solid, label="[1, 16, 8]"]; -"7 MVN_74_0_0/nncf_smooth_quant" -> "9 /mlp/fc1/MatMul" [style=solid, label="[1, 16, 8]"]; -"8 /Reshape_3" -> "10 /Reshape_3_0_0/nncf_smooth_quant" [style=solid, label="[1, 16, 8]"]; -"9 /mlp/fc1/MatMul" -> "11 /mlp/fc1/Add" [style=solid, label="[1, 16, 32]"]; -"10 /Reshape_3_0_0/nncf_smooth_quant" -> "12 /attn/qkv/MatMul" [style=solid, label="[1, 16, 8]"]; -"11 /mlp/fc1/Add" -> "13 /mlp/act/Mul_1" [style=solid, label="[1, 16, 32]"]; -"12 /attn/qkv/MatMul" -> "14 /attn/qkv/Add" [style=solid, label="[1, 16, 24]"]; -"13 /mlp/act/Mul_1" -> "15 /mlp/act/Mul_1_0_0/nncf_smooth_quant" [style=solid, label="[1, 16, 32]"]; -"14 /attn/qkv/Add" -> "16 /attn/Reshape" [style=solid, label="[1, 16, 24]"]; -"15 /mlp/act/Mul_1_0_0/nncf_smooth_quant" -> "17 /mlp/fc2/MatMul" [style=solid, label="[1, 16, 32]"]; -"16 /attn/Reshape" -> "18 /attn/Transpose" [style=solid, label="[1, 16, 3, 2, 4]"]; -"17 /mlp/fc2/MatMul" -> "19 /mlp/fc2/Add" [style=solid, label="[1, 16, 8]"]; -"18 /attn/Transpose" -> "20 /attn/Gather" [style=solid, label="[3, 1, 2, 16, 4]"]; -"18 /attn/Transpose" -> "21 /attn/Gather_1" [style=solid, label="[3, 1, 2, 16, 4]"]; -"18 /attn/Transpose" -> "22 /attn/Gather_2" [style=solid, label="[3, 1, 2, 16, 4]"]; -"19 /mlp/fc2/Add" -> "3 161" [style=solid, label="[1, 16, 8]"]; -"20 /attn/Gather" -> "23 /attn/Mul" [style=solid, label="[1, 2, 16, 4]"]; -"21 /attn/Gather_1" -> "24 /attn/MatMul_1" [style=solid, label="[1, 2, 16, 4]"]; -"22 /attn/Gather_2" -> "24 /attn/MatMul_1" [style=solid, label="[1, 2, 16, 4]"]; -"23 /attn/Mul" -> "24 /attn/MatMul_1" [style=solid, label="[1, 2, 16, 4]"]; -"24 /attn/MatMul_1" -> "25 /attn/Transpose_2" [style=solid, label="[1, 2, 16, 4]"]; -"25 /attn/Transpose_2" -> "26 /attn/Reshape_1" [style=solid, label="[1, 16, 2, 4]"]; -"26 /attn/Reshape_1" -> "27 /attn/Reshape_1_0_0/nncf_smooth_quant" [style=solid, label="[1, 16, 8]"]; -"27 /attn/Reshape_1_0_0/nncf_smooth_quant" -> "28 /attn/proj/MatMul" [style=solid, label="[1, 16, 8]"]; -"28 /attn/proj/MatMul" -> "29 /attn/proj/Add" [style=solid, label="[1, 16, 8]"]; -"29 /attn/proj/Add" -> "1 /Add" [style=solid, label="[1, 16, 8]"]; -"30 Transpose_1952" -> "17 /mlp/fc2/MatMul" [style=solid, label="[8, 32]"]; -"31 /mlp/act/Mul_1_0_0/nncf_smooth_quant/scale" -> "15 /mlp/act/Mul_1_0_0/nncf_smooth_quant" [style=solid, label="[1, 1, 32]"]; -"32 Transpose_1945" -> "9 /mlp/fc1/MatMul" [style=solid, label="[32, 8]"]; -"33 MVN_74_0_0/nncf_smooth_quant/scale" -> "7 MVN_74_0_0/nncf_smooth_quant" [style=solid, label="[1, 1, 8]"]; -"34 Range_73" -> "4 MVN_74" [style=dashed, label="[1]"]; -"35 Transpose_1934" -> "28 /attn/proj/MatMul" [style=solid, label="[8, 8]"]; -"36 /attn/Reshape_1_0_0/nncf_smooth_quant/scale" -> "27 /attn/Reshape_1_0_0/nncf_smooth_quant" [style=solid, label="[1, 1, 8]"]; -"37 /attn/Constant_2" -> "26 /attn/Reshape_1" [style=dashed, label="[3]"]; -"38 Constant_53" -> "25 /attn/Transpose_2" [style=dashed, label="[4]"]; -"39 Constant_1931" -> "24 /attn/MatMul_1" [style=solid, label="[]"]; -"40 onnx^^Add_194" -> "24 /attn/MatMul_1" [style=solid, label="[1, 2, 16, 16]"]; -"41 Constant_43" -> "22 /attn/Gather_2" [style=dashed, label="[]"]; -"42 /Constant_1" -> "22 /attn/Gather_2" [style=dashed, label="[]"]; -"43 Constant_37" -> "18 /attn/Transpose" [style=dashed, label="[5]"]; -"44 /attn/Constant" -> "16 /attn/Reshape" [style=dashed, label="[5]"]; -"45 Transpose_1919" -> "12 /attn/qkv/MatMul" [style=solid, label="[24, 8]"]; -"46 /Reshape_3_0_0/nncf_smooth_quant/scale" -> "10 /Reshape_3_0_0/nncf_smooth_quant" [style=solid, label="[1, 1, 8]"]; -"47 Constant_2004" -> "8 /Reshape_3" [style=dashed, label="[3]"]; -"48 Constant_1983" -> "5 Multiply_20" [style=solid, label="[1, 1, 8]"]; -"49 Range_18" -> "2 MVN_19" [style=dashed, label="[1]"]; -"50 Constant_1984" -> "14 /attn/qkv/Add" [style=solid, label="[1, 1, 24]"]; -"51 Constant_41" -> "21 /attn/Gather_1" [style=dashed, label="[]"]; -"52 /Constant_3" -> "21 /attn/Gather_1" [style=dashed, label="[]"]; -"53 Constant_1985" -> "23 /attn/Mul" [style=solid, label="[1, 1, 1, 1]"]; -"54 Constant_39" -> "20 /attn/Gather" [style=dashed, label="[]"]; -"55 /Constant" -> "20 /attn/Gather" [style=dashed, label="[]"]; -"56 Constant_1986" -> "29 /attn/proj/Add" [style=solid, label="[1, 1, 8]"]; -"57 Constant_1987" -> "11 /mlp/fc1/Add" [style=solid, label="[1, 1, 32]"]; -"58 Constant_1988" -> "19 /mlp/fc2/Add" [style=solid, label="[1, 1, 8]"]; +"55 val_37" [id=55, type=Constant]; +"56 Constant_2204" [id=56, type=Constant]; +"57 Constant_37" [id=57, type=Constant]; +"58 val_36" [id=58, type=Constant]; +"0 x" -> "1 MVN_25" [style=solid, label="[1, 16, 8]"]; +"0 x" -> "2 node_add_1" [style=solid, label="[1, 16, 8]"]; +"1 MVN_25" -> "3 Multiply_26" [style=solid, label="[1, 16, 8]"]; +"2 node_add_1" -> "4 MVN_64" [style=solid, label="[1, 16, 8]"]; +"2 node_add_1" -> "5 add_2" [style=solid, label="[1, 16, 8]"]; +"3 Multiply_26" -> "6 node_Reshape_96" [style=solid, label="[1, 16, 8]"]; +"4 MVN_64" -> "7 MVN_64_0_0/nncf_smooth_quant" [style=solid, label="[1, 16, 8]"]; +"5 add_2" -> "8 add_2/sink_port_0" [style=solid, label="[1, 16, 8]"]; +"6 node_Reshape_96" -> "9 node_Reshape_96_0_0/nncf_smooth_quant" [style=solid, label="[1, 16, 8]"]; +"7 MVN_64_0_0/nncf_smooth_quant" -> "10 node_MatMul_88" [style=solid, label="[1, 16, 8]"]; +"9 node_Reshape_96_0_0/nncf_smooth_quant" -> "11 node_MatMul_26" [style=solid, label="[1, 16, 8]"]; +"10 node_MatMul_88" -> "12 node_linear_2" [style=solid, label="[1, 16, 32]"]; +"11 node_MatMul_26" -> "13 node_linear" [style=solid, label="[1, 16, 24]"]; +"12 node_linear_2" -> "14 node_gelu" [style=solid, label="[1, 16, 32]"]; +"13 node_linear" -> "15 node_view_4" [style=solid, label="[1, 16, 24]"]; +"14 node_gelu" -> "16 node_gelu_0_0/nncf_smooth_quant" [style=solid, label="[1, 16, 32]"]; +"15 node_view_4" -> "17 node_permute_1" [style=solid, label="[1, 16, 3, 2, 4]"]; +"16 node_gelu_0_0/nncf_smooth_quant" -> "18 node_MatMul_90" [style=solid, label="[1, 16, 32]"]; +"17 node_permute_1" -> "19 node_select" [style=solid, label="[3, 1, 2, 16, 4]"]; +"17 node_permute_1" -> "20 node_select_1" [style=solid, label="[3, 1, 2, 16, 4]"]; +"17 node_permute_1" -> "21 node_select_2" [style=solid, label="[3, 1, 2, 16, 4]"]; +"18 node_MatMul_90" -> "22 node_linear_3" [style=solid, label="[1, 16, 8]"]; +"19 node_select" -> "23 node_mul" [style=solid, label="[1, 2, 16, 4]"]; +"20 node_select_1" -> "24 node_matmul_1" [style=solid, label="[1, 2, 16, 4]"]; +"21 node_select_2" -> "24 node_matmul_1" [style=solid, label="[1, 2, 16, 4]"]; +"22 node_linear_3" -> "5 add_2" [style=solid, label="[1, 16, 8]"]; +"23 node_mul" -> "24 node_matmul_1" [style=solid, label="[1, 2, 16, 4]"]; +"24 node_matmul_1" -> "25 node_transpose_1" [style=solid, label="[1, 2, 16, 4]"]; +"25 node_transpose_1" -> "26 node__unsafe_view" [style=solid, label="[1, 16, 2, 4]"]; +"26 node__unsafe_view" -> "27 node__unsafe_view_0_0/nncf_smooth_quant" [style=solid, label="[1, 16, 8]"]; +"27 node__unsafe_view_0_0/nncf_smooth_quant" -> "28 node_MatMul_61" [style=solid, label="[1, 16, 8]"]; +"28 node_MatMul_61" -> "29 node_linear_1" [style=solid, label="[1, 16, 8]"]; +"29 node_linear_1" -> "2 node_add_1" [style=solid, label="[1, 16, 8]"]; +"30 Constant_2207" -> "22 node_linear_3" [style=solid, label="[1, 1, 8]"]; +"31 Transpose_2023" -> "18 node_MatMul_90" [style=solid, label="[8, 32]"]; +"32 node_gelu_0_0/nncf_smooth_quant/scale" -> "16 node_gelu_0_0/nncf_smooth_quant" [style=solid, label="[1, 1, 32]"]; +"33 Constant_2206" -> "12 node_linear_2" [style=solid, label="[1, 1, 32]"]; +"34 Transpose_2018" -> "10 node_MatMul_88" [style=solid, label="[32, 8]"]; +"35 MVN_64_0_0/nncf_smooth_quant/scale" -> "7 MVN_64_0_0/nncf_smooth_quant" [style=solid, label="[1, 1, 8]"]; +"36 Range_63" -> "4 MVN_64" [style=dashed, label="[1]"]; +"37 Constant_2205" -> "29 node_linear_1" [style=solid, label="[1, 1, 8]"]; +"38 Transpose_2009" -> "28 node_MatMul_61" [style=solid, label="[8, 8]"]; +"39 node__unsafe_view_0_0/nncf_smooth_quant/scale" -> "27 node__unsafe_view_0_0/nncf_smooth_quant" [style=solid, label="[1, 1, 8]"]; +"40 val_26" -> "26 node__unsafe_view" [style=dashed, label="[3]"]; +"41 Constant_50" -> "25 node_transpose_1" [style=dashed, label="[4]"]; +"42 Constant_2161" -> "24 node_matmul_1" [style=solid, label="[]"]; +"43 unsqueeze/Squeeze" -> "24 node_matmul_1" [style=solid, label="[2, 16, 16]"]; +"44 Constant_41" -> "21 node_select_2" [style=dashed, label="[]"]; +"45 val_38" -> "21 node_select_2" [style=dashed, label="[]"]; +"46 Constant_35" -> "17 node_permute_1" [style=dashed, label="[5]"]; +"47 val_35" -> "15 node_view_4" [style=dashed, label="[5]"]; +"48 Constant_2203" -> "13 node_linear" [style=solid, label="[1, 1, 24]"]; +"49 Transpose_2000" -> "11 node_MatMul_26" [style=solid, label="[24, 8]"]; +"50 node_Reshape_96_0_0/nncf_smooth_quant/scale" -> "9 node_Reshape_96_0_0/nncf_smooth_quant" [style=solid, label="[1, 1, 8]"]; +"51 Constant_2218" -> "6 node_Reshape_96" [style=dashed, label="[3]"]; +"52 Constant_2202" -> "3 Multiply_26" [style=solid, label="[1, 1, 8]"]; +"53 Range_24" -> "1 MVN_25" [style=dashed, label="[1]"]; +"54 Constant_39" -> "20 node_select_1" [style=dashed, label="[]"]; +"55 val_37" -> "20 node_select_1" [style=dashed, label="[]"]; +"56 Constant_2204" -> "23 node_mul" [style=solid, label="[1, 1, 1, 1]"]; +"57 Constant_37" -> "19 node_select" [style=dashed, label="[]"]; +"58 val_36" -> "19 node_select" [style=dashed, label="[]"]; } diff --git a/tests/openvino/native/test_bias_correction.py b/tests/openvino/native/test_bias_correction.py index c7b1ae25410..8c734c7b62f 100644 --- a/tests/openvino/native/test_bias_correction.py +++ b/tests/openvino/native/test_bias_correction.py @@ -32,7 +32,7 @@ class TestOVBCAlgorithm(TemplateTestBCAlgorithm): - TRANSPOSE_CONV_NAME = "/conv/ConvTranspose/WithoutBiases" + TRANSPOSE_CONV_NAME = "node_convolution" @staticmethod def list_to_backend_type(data: list) -> np.ndarray: @@ -45,9 +45,8 @@ def get_backend() -> OVBiasCorrectionAlgoBackend: @staticmethod def backend_specific_model(model: torch.nn.Module, tmp_dir: str): onnx_path = f"{tmp_dir}/model.onnx" - torch.onnx.export( - model, torch.rand(model.INPUT_SIZE), onnx_path, opset_version=13, input_names=["input.1"], dynamo=False - ) + model.eval() + torch.onnx.export(model, torch.rand(model.INPUT_SIZE), onnx_path, opset_version=18, input_names=["input.1"]) ov_model = ov.convert_model(onnx_path) if isinstance(model, TransposeConvTestModel): for node in ov_model.get_ops(): @@ -71,6 +70,9 @@ def transform_fn(data_item): def map_references(ref_biases: dict, model_cls: Any) -> dict[str, list]: if model_cls is OneDimMM: return ref_biases + if model_cls is TransposeConvTestModel: + return ref_biases + mapping = {f"{name}/WithoutBiases": val for name, val in ref_biases.items()} return mapping @@ -97,102 +99,102 @@ def check_bias(model: ov.Model, ref_biases: dict) -> None: "layer_name, ref_data", ( ( - "/conv_1/Conv/WithoutBiases", + "node_conv2d/WithoutBiases", { "collected_inputs": { - ("/Concat", 1): ("input.1", 0), - ("/conv_1/Conv/WithoutBiases", 0): ("/Concat", 0), + ("node_concat", 1): ("input.1", 0), + ("node_conv2d/WithoutBiases", 0): ("node_concat", 0), }, "subgraph_data": { - "subgraph_input_ids": {("/conv_1/Conv/WithoutBiases", 0)}, - "subgraph_output_ids": {("/Split", 0), ("/maxpool_1/MaxPool", 0), ("/Split", 1)}, + "subgraph_input_ids": {("node_conv2d/WithoutBiases", 0)}, + "subgraph_output_ids": {("node_Split_27", 0), ("node_max_pool2d", 0), ("node_Split_27", 1)}, }, }, ), ( - "/conv_2/Conv/WithoutBiases", + "node_conv2d_1/WithoutBiases", { "collected_inputs": { - ("/conv_1/Conv/WithoutBiases", 0): ("/Concat", 0), - ("/conv_2/Conv/WithoutBiases", 0): ("/maxpool_1/MaxPool", 0), - ("/conv_4/Conv/WithoutBiases", 0): ("/Split", 0), - ("/conv_6/Conv/WithoutBiases", 0): ("/Split", 1), + ("node_conv2d/WithoutBiases", 0): ("node_concat", 0), + ("node_conv2d_1/WithoutBiases", 0): ("node_max_pool2d", 0), + ("node_conv2d_3/WithoutBiases", 0): ("node_Split_27", 0), + ("node_conv2d_5/WithoutBiases", 0): ("node_Split_27", 1), }, "subgraph_data": { - "subgraph_input_ids": {("/conv_2/Conv/WithoutBiases", 0)}, - "subgraph_output_ids": {("/Relu_1", 0)}, + "subgraph_input_ids": {("node_conv2d_1/WithoutBiases", 0)}, + "subgraph_output_ids": {("node_relu_1", 0)}, }, }, ), ( - "/conv_3/Conv/WithoutBiases", + "node_conv2d_2/WithoutBiases", { "collected_inputs": { - ("/conv_1/Conv/WithoutBiases", 0): ("/Concat", 0), - ("/conv_2/Conv/WithoutBiases", 0): ("/maxpool_1/MaxPool", 0), - ("/conv_3/Conv/WithoutBiases", 0): ("/Relu_1", 0), - ("/conv_4/Conv/WithoutBiases", 0): ("/Split", 0), - ("/conv_6/Conv/WithoutBiases", 0): ("/Split", 1), + ("node_conv2d/WithoutBiases", 0): ("node_concat", 0), + ("node_conv2d_1/WithoutBiases", 0): ("node_max_pool2d", 0), + ("node_conv2d_2/WithoutBiases", 0): ("node_relu_1", 0), + ("node_conv2d_3/WithoutBiases", 0): ("node_Split_27", 0), + ("node_conv2d_5/WithoutBiases", 0): ("node_Split_27", 1), }, "subgraph_data": { - "subgraph_input_ids": {("/conv_1/Conv/WithoutBiases", 0), ("/conv_3/Conv/WithoutBiases", 0)}, - "subgraph_output_ids": {("/Split", 0), ("/Split", 1)}, + "subgraph_input_ids": {("node_conv2d/WithoutBiases", 0), ("node_conv2d_2/WithoutBiases", 0)}, + "subgraph_output_ids": {("node_Split_27", 0), ("node_Split_27", 1)}, }, }, ), ( - "/conv_4/Conv/WithoutBiases", + "node_conv2d_3/WithoutBiases", { "collected_inputs": { - ("/conv_4/Conv/WithoutBiases", 0): ("/Split", 0), - ("/conv_6/Conv/WithoutBiases", 0): ("/Split", 1), + ("node_conv2d_3/WithoutBiases", 0): ("node_Split_27", 0), + ("node_conv2d_5/WithoutBiases", 0): ("node_Split_27", 1), }, "subgraph_data": { - "subgraph_input_ids": {("/conv_4/Conv/WithoutBiases", 0)}, - "subgraph_output_ids": {("/Relu_2", 0)}, + "subgraph_input_ids": {("node_conv2d_3/WithoutBiases", 0)}, + "subgraph_output_ids": {("node_relu_2", 0)}, }, }, ), ( - "/conv_6/Conv/WithoutBiases", + "node_conv2d_5/WithoutBiases", { "collected_inputs": { - ("/conv_5/Conv/WithoutBiases", 0): ("/Relu_2", 0), - ("/conv_6/Conv/WithoutBiases", 0): ("/Split", 1), + ("node_conv2d_4/WithoutBiases", 0): ("node_relu_2", 0), + ("node_conv2d_5/WithoutBiases", 0): ("node_Split_27", 1), }, "subgraph_data": { - "subgraph_input_ids": {("/conv_5/Conv/WithoutBiases", 0), ("/conv_6/Conv/WithoutBiases", 0)}, - "subgraph_output_ids": {("/Add_3", 0), ("/Concat_1", 0)}, + "subgraph_input_ids": {("node_conv2d_4/WithoutBiases", 0), ("node_conv2d_5/WithoutBiases", 0)}, + "subgraph_output_ids": {("node_add_3", 0), ("node_concat_1", 0)}, }, }, ), ( - "/conv_10/Conv/WithoutBiases", + "node_conv2d_9/WithoutBiases", { "collected_inputs": { - ("/conv_8/Conv/WithoutBiases", 0): ("/conv_7/Conv", 0), - ("/conv_9/Conv/WithoutBiases", 0): ("/Add_3", 0), - ("/conv_10/Conv/WithoutBiases", 0): ("/Concat", 0), + ("node_conv2d_7/WithoutBiases", 0): ("node_conv2d_6", 0), + ("node_conv2d_8/WithoutBiases", 0): ("node_add_3", 0), + ("node_conv2d_9/WithoutBiases", 0): ("node_concat", 0), }, "subgraph_data": { "subgraph_input_ids": { - ("/conv_8/Conv/WithoutBiases", 0), - ("/conv_9/Conv/WithoutBiases", 0), - ("/conv_10/Conv/WithoutBiases", 0), + ("node_conv2d_7/WithoutBiases", 0), + ("node_conv2d_8/WithoutBiases", 0), + ("node_conv2d_9/WithoutBiases", 0), }, - "subgraph_output_ids": {("/Concat_2", 0)}, + "subgraph_output_ids": {("node_concat_2", 0)}, }, }, ), ( - "/MatMul", + "node_matmul", { "collected_inputs": { - ("/MatMul", 0): ("/Reshape", 0), + ("node_matmul", 0): ("node_view", 0), }, "subgraph_data": { - "subgraph_input_ids": {("/MatMul", 0)}, - "subgraph_output_ids": {("/Reshape_1", 0), ("/Add_4", 0)}, + "subgraph_input_ids": {("node_matmul", 0)}, + "subgraph_output_ids": {("node_view_1", 0), ("node_add_4", 0)}, }, }, ), @@ -207,19 +209,19 @@ def test__get_subgraph_data_for_node(self, quantized_test_model, layer_name, ref ( SplittedModel, { - ("/conv_1/Conv/WithoutBiases", 0): ("/Concat", 0), - ("/Concat", 1): ("input.1", 0), + ("node_conv2d/WithoutBiases", 0): ("node_concat", 0), + ("node_concat", 1): ("input.1", 0), }, ), ( MultipleConvTestModel, { - ("/conv_1/Conv/WithoutBiases", 0): ("input.1", 0), - ("/conv_3/Conv/WithoutBiases", 0): ("input.1", 0), + ("node_conv2d/WithoutBiases", 0): ("input.1", 0), + ("node_conv2d_2/WithoutBiases", 0): ("input.1", 0), }, ), - (ConvTestModel, {("/conv/Conv/WithoutBiases", 0): ("input.1", 0)}), - (DepthwiseConvTestModel, {("/conv/Conv/WithoutBiases", 0): ("input.1", 0)}), + (ConvTestModel, {("node_conv2d/WithoutBiases", 0): ("input.1", 0)}), + (DepthwiseConvTestModel, {("node_conv2d/WithoutBiases", 0): ("input.1", 0)}), (TransposeConvTestModel, {(TRANSPOSE_CONV_NAME, 0): ("input.1", 0)}), ), ) diff --git a/tests/openvino/native/test_fast_bias_correction.py b/tests/openvino/native/test_fast_bias_correction.py index e71ff293c59..76166d090bc 100644 --- a/tests/openvino/native/test_fast_bias_correction.py +++ b/tests/openvino/native/test_fast_bias_correction.py @@ -34,9 +34,8 @@ def get_backend() -> OVFastBiasCorrectionAlgoBackend: @staticmethod def backend_specific_model(model: bool, tmp_dir: str): onnx_path = f"{tmp_dir}/model.onnx" - torch.onnx.export( - model, torch.rand(model.INPUT_SIZE), onnx_path, opset_version=13, input_names=["input.1"], dynamo=False - ) + model.eval() + torch.onnx.export(model, torch.rand(model.INPUT_SIZE), onnx_path, opset_version=13, input_names=["input.1"]) ov_model = ov.convert_model(onnx_path, input=model.INPUT_SIZE) return ov_model diff --git a/tests/openvino/requirements.txt b/tests/openvino/requirements.txt index 829d5e3cc06..c1389afbc01 100644 --- a/tests/openvino/requirements.txt +++ b/tests/openvino/requirements.txt @@ -10,6 +10,7 @@ pytest-xdist torch torchvision virtualenv +onnxscript addict>=2.4.0 timm==0.9.2 diff --git a/tests/post_training/data/ptq_reference_data.yaml b/tests/post_training/data/ptq_reference_data.yaml index 890e8678d39..2915d64beef 100644 --- a/tests/post_training/data/ptq_reference_data.yaml +++ b/tests/post_training/data/ptq_reference_data.yaml @@ -213,7 +213,7 @@ timm/inception_resnet_v2_backend_TORCH: timm/mobilenetv2_050_BC_backend_FP32: metric_value: 0.6594 timm/mobilenetv2_050_BC_backend_ONNX: - metric_value: 0.65486 + metric_value: 0.65604 timm/mobilenetv2_050_BC_backend_OV: metric_value: 0.6550 timm/mobilenetv2_050_backend_CUDA_TORCH: @@ -239,7 +239,7 @@ timm/mobilenetv3_small_050_backend_TORCH: timm/mobilenetv3_small_050_BC_backend_FP32: metric_value: 0.57906 timm/mobilenetv3_small_050_BC_backend_ONNX: - metric_value: 0.5674 + metric_value: 0.5661 timm/mobilenetv3_small_050_BC_backend_OV: metric_value: 0.5670 timm/regnetx_002_backend_CUDA_TORCH: @@ -247,7 +247,7 @@ timm/regnetx_002_backend_CUDA_TORCH: timm/regnetx_002_backend_FP32: metric_value: 0.68756 timm/regnetx_002_backend_ONNX: - metric_value: 0.6866 + metric_value: 0.68546 timm/regnetx_002_backend_OV: metric_value: 0.6864 timm/regnetx_002_backend_TORCH: @@ -257,7 +257,7 @@ timm/resnest14d_backend_CUDA_TORCH: timm/resnest14d_backend_FP32: metric_value: 0.75516 timm/resnest14d_backend_ONNX: - metric_value: 0.7538 + metric_value: 0.7525 timm/resnest14d_backend_OV: metric_value: 0.7534 timm/resnest14d_backend_TORCH: diff --git a/tests/post_training/pipelines/image_classification_timm.py b/tests/post_training/pipelines/image_classification_timm.py index dee4326542d..8874ed20a57 100644 --- a/tests/post_training/pipelines/image_classification_timm.py +++ b/tests/post_training/pipelines/image_classification_timm.py @@ -52,8 +52,7 @@ def prepare_model(self) -> None: self.dummy_tensor, onnx_path, export_params=True, - opset_version=13, - dynamo=False, + opset_version=18, **additional_kwargs, ) self.model = onnx.load(onnx_path) diff --git a/tests/post_training/pipelines/image_classification_torchvision.py b/tests/post_training/pipelines/image_classification_torchvision.py index 7fe8815edd4..995267f68a2 100644 --- a/tests/post_training/pipelines/image_classification_torchvision.py +++ b/tests/post_training/pipelines/image_classification_torchvision.py @@ -99,8 +99,7 @@ def prepare_model(self) -> None: self.dummy_tensor, onnx_path, export_params=True, - opset_version=13, - dynamo=False, + opset_version=18, **additional_kwargs, ) self.model = onnx.load(onnx_path) diff --git a/tests/post_training/requirements.txt b/tests/post_training/requirements.txt index 07822dec02c..67fc654be3c 100644 --- a/tests/post_training/requirements.txt +++ b/tests/post_training/requirements.txt @@ -7,6 +7,7 @@ torch torchvision onnx onnxruntime +onnxscript openvino pytest pytest-forked @@ -25,3 +26,4 @@ timm==0.9.2 accelerate==1.9.0 transformers==4.53.0 whowhatbench @ git+https://github.com/openvinotoolkit/openvino.genai@2025.4.1.0#subdirectory=tools/who_what_benchmark +datasets diff --git a/tests/torch/fx/test_bias_correction.py b/tests/torch/fx/test_bias_correction.py index c8918d622d7..b37683bf4a9 100644 --- a/tests/torch/fx/test_bias_correction.py +++ b/tests/torch/fx/test_bias_correction.py @@ -9,11 +9,9 @@ # See the License for the specific language governing permissions and # limitations under the License. -import re from typing import Any import numpy as np -import openvino as ov import pytest import torch.fx @@ -59,18 +57,12 @@ def transform_fn(data_item): @staticmethod def map_references(ref_biases: dict, model_cls: Any) -> dict[str, list]: if model_cls is OneDimMM: - return {"linear": ref_biases["/linear/MatMul"]} + return {"linear": ref_biases["node_MatMul_1"]} if model_cls is ConvTestModel or model_cls is DepthwiseConvTestModel: - return {"conv2d": ref_biases["/conv/Conv"]} + return {"conv2d": ref_biases["node_conv2d"]} if model_cls is TransposeConvTestModel: - return {"conv_transpose2d": ref_biases["/conv/ConvTranspose"]} - mapping = dict() - for name, value in ref_biases.items(): - conv_idx = int(name[re.search(r"\d", name).start()]) - conv_idx -= 1 - conv_idx = "_" + str(conv_idx) if conv_idx else "" - fx_name = "conv2d" + conv_idx - mapping[fx_name] = value + return {"conv_transpose2d": ref_biases["node_convolution"]} + mapping = {name[5:]: value for name, value in ref_biases.items()} return mapping @staticmethod @@ -79,7 +71,7 @@ def remove_fq_from_inputs(model: torch.fx.GraphModule) -> torch.fx.GraphModule: return remove_fq_from_inputs(model, graph) @staticmethod - def check_bias(model: ov.Model, ref_biases: dict) -> None: + def check_bias(model: torch.fx.GraphModule, ref_biases: dict) -> None: nncf_graph = build_graph(model) for ref_name, ref_value in ref_biases.items(): node = nncf_graph.get_node_by_name(ref_name)