diff --git a/tests/torch/data/reference_graphs/quantized/hawq/ssd_vgg_512_test_device_NPU__mode_liberal__ratio_1.5.dot b/tests/torch/data/reference_graphs/quantized/hawq/ssd_vgg_512_test_device_NPU__mode_liberal__ratio_1.5.dot index a98e68f0d6e..debb3c65580 100644 --- a/tests/torch/data/reference_graphs/quantized/hawq/ssd_vgg_512_test_device_NPU__mode_liberal__ratio_1.5.dot +++ b/tests/torch/data/reference_graphs/quantized/hawq/ssd_vgg_512_test_device_NPU__mode_liberal__ratio_1.5.dot @@ -1,10 +1,10 @@ strict digraph { "0 /nncf_model_input_0" [id=0, label="nncf_model_input_#0", style=filled, type=nncf_model_input]; -"1 SymmetricQuantizer/symmetric_quantize_0" [color=green, id=1, label="AFQ_[B:8 M:S SGN:S PC:N]_#1_G0", style=filled, type=symmetric_quantize]; -"2 SSD_VGG/__getitem___0" [id=2, label="__getitem___#2", style=filled, type=__getitem__]; -"3 SSD_VGG/clone_0" [id=3, label="clone_#3", style=filled, type=clone]; -"4 SSD_VGG/unsqueeze_0" [id=4, label="unsqueeze_#4", style=filled, type=unsqueeze]; -"5 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=green, id=5, label="WFQ_[B:8 M:S SGN:S PC:Y]_#5_G0", style=filled, type=symmetric_quantize]; +"1 SSD_VGG/__getitem___0" [id=1, label="__getitem___#1", style=filled, type=__getitem__]; +"2 SSD_VGG/clone_0" [id=2, label="clone_#2", style=filled, type=clone]; +"3 SSD_VGG/unsqueeze_0" [id=3, label="unsqueeze_#3", style=filled, type=unsqueeze]; +"4 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=green, id=4, label="WFQ_[B:8 M:S SGN:S PC:Y]_#4_G0", style=filled, type=symmetric_quantize]; +"5 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [color=green, id=5, label="AFQ_[B:8 M:S SGN:S PC:N]_#5_G0", style=filled, type=symmetric_quantize]; "6 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/conv2d_0" [color=lightblue, id=6, label="conv2d_k3x3_PAD_#6", style=filled, type=conv2d]; "7 SSD_VGG/MultiOutputSequential[basenet]/ReLU[1]/relu__0" [id=7, label="relu__#7", style=filled, type=relu_]; "8 SSD_VGG/MultiOutputSequential[basenet]/ReLU[1]/SymmetricQuantizer/symmetric_quantize_0" [color=red, id=8, label="AFQ_[B:4 M:S SGN:U PC:N]_#8_G1", style=filled, type=symmetric_quantize]; @@ -250,12 +250,12 @@ strict digraph { "208 SSD_VGG/SSDDetectionOutput[detection_head]/cat_1" [id=208, label="cat_#208", style=filled, type=cat]; "209 SSD_VGG/SSDDetectionOutput[detection_head]/view_14" [id=209, label="view_#209", style=filled, type=view]; "210 SSD_VGG/SSDDetectionOutput[detection_head]/softmax_0" [id=210, label="softmax_#210", style=filled, type=softmax]; -"0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; -"1 SymmetricQuantizer/symmetric_quantize_0" -> "2 SSD_VGG/__getitem___0"; -"1 SymmetricQuantizer/symmetric_quantize_0" -> "6 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/conv2d_0"; -"2 SSD_VGG/__getitem___0" -> "3 SSD_VGG/clone_0"; -"3 SSD_VGG/clone_0" -> "4 SSD_VGG/unsqueeze_0"; -"5 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "6 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/conv2d_0"; +"0 /nncf_model_input_0" -> "1 SSD_VGG/__getitem___0"; +"0 /nncf_model_input_0" -> "5 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; +"1 SSD_VGG/__getitem___0" -> "2 SSD_VGG/clone_0"; +"2 SSD_VGG/clone_0" -> "3 SSD_VGG/unsqueeze_0"; +"4 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "6 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/conv2d_0"; +"5 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "6 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/conv2d_0"; "6 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/conv2d_0" -> "7 SSD_VGG/MultiOutputSequential[basenet]/ReLU[1]/relu__0"; "7 SSD_VGG/MultiOutputSequential[basenet]/ReLU[1]/relu__0" -> "8 SSD_VGG/MultiOutputSequential[basenet]/ReLU[1]/SymmetricQuantizer/symmetric_quantize_0"; "8 SSD_VGG/MultiOutputSequential[basenet]/ReLU[1]/SymmetricQuantizer/symmetric_quantize_0" -> "10 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[2]/pad_0"; diff --git a/tests/torch/data/reference_graphs/quantized/hawq/ssd_vgg_512_test_device_NPU__mode_strict__ratio_1.09.dot b/tests/torch/data/reference_graphs/quantized/hawq/ssd_vgg_512_test_device_NPU__mode_strict__ratio_1.09.dot index aff16b61a43..ee015f21622 100644 --- a/tests/torch/data/reference_graphs/quantized/hawq/ssd_vgg_512_test_device_NPU__mode_strict__ratio_1.09.dot +++ b/tests/torch/data/reference_graphs/quantized/hawq/ssd_vgg_512_test_device_NPU__mode_strict__ratio_1.09.dot @@ -1,10 +1,10 @@ strict digraph { "0 /nncf_model_input_0" [id=0, label="nncf_model_input_#0", style=filled, type=nncf_model_input]; -"1 SymmetricQuantizer/symmetric_quantize_0" [color=red, id=1, label="AFQ_[B:4 M:S SGN:S PC:N]_#1_G0", style=filled, type=symmetric_quantize]; -"2 SSD_VGG/__getitem___0" [id=2, label="__getitem___#2", style=filled, type=__getitem__]; -"3 SSD_VGG/clone_0" [id=3, label="clone_#3", style=filled, type=clone]; -"4 SSD_VGG/unsqueeze_0" [id=4, label="unsqueeze_#4", style=filled, type=unsqueeze]; -"5 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=5, label="WFQ_[B:4 M:S SGN:S PC:Y]_#5_G0", style=filled, type=symmetric_quantize]; +"1 SSD_VGG/__getitem___0" [id=1, label="__getitem___#1", style=filled, type=__getitem__]; +"2 SSD_VGG/clone_0" [id=2, label="clone_#2", style=filled, type=clone]; +"3 SSD_VGG/unsqueeze_0" [id=3, label="unsqueeze_#3", style=filled, type=unsqueeze]; +"4 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=4, label="WFQ_[B:4 M:S SGN:S PC:Y]_#4_G0", style=filled, type=symmetric_quantize]; +"5 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [color=red, id=5, label="AFQ_[B:4 M:S SGN:S PC:N]_#5_G0", style=filled, type=symmetric_quantize]; "6 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/conv2d_0" [color=lightblue, id=6, label="conv2d_k3x3_PAD_#6", style=filled, type=conv2d]; "7 SSD_VGG/MultiOutputSequential[basenet]/ReLU[1]/relu__0" [id=7, label="relu__#7", style=filled, type=relu_]; "8 SSD_VGG/MultiOutputSequential[basenet]/ReLU[1]/SymmetricQuantizer/symmetric_quantize_0" [color=red, id=8, label="AFQ_[B:4 M:S SGN:U PC:N]_#8_G1", style=filled, type=symmetric_quantize]; @@ -286,12 +286,12 @@ strict digraph { "220 SSD_VGG/SSDDetectionOutput[detection_head]/cat_1" [id=220, label="cat_#220", style=filled, type=cat]; "221 SSD_VGG/SSDDetectionOutput[detection_head]/view_14" [id=221, label="view_#221", style=filled, type=view]; "222 SSD_VGG/SSDDetectionOutput[detection_head]/softmax_0" [id=222, label="softmax_#222", style=filled, type=softmax]; -"0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; -"1 SymmetricQuantizer/symmetric_quantize_0" -> "2 SSD_VGG/__getitem___0"; -"1 SymmetricQuantizer/symmetric_quantize_0" -> "6 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/conv2d_0"; -"2 SSD_VGG/__getitem___0" -> "3 SSD_VGG/clone_0"; -"3 SSD_VGG/clone_0" -> "4 SSD_VGG/unsqueeze_0"; -"5 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "6 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/conv2d_0"; +"0 /nncf_model_input_0" -> "1 SSD_VGG/__getitem___0"; +"0 /nncf_model_input_0" -> "5 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; +"1 SSD_VGG/__getitem___0" -> "2 SSD_VGG/clone_0"; +"2 SSD_VGG/clone_0" -> "3 SSD_VGG/unsqueeze_0"; +"4 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "6 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/conv2d_0"; +"5 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "6 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/conv2d_0"; "6 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[0]/conv2d_0" -> "7 SSD_VGG/MultiOutputSequential[basenet]/ReLU[1]/relu__0"; "7 SSD_VGG/MultiOutputSequential[basenet]/ReLU[1]/relu__0" -> "8 SSD_VGG/MultiOutputSequential[basenet]/ReLU[1]/SymmetricQuantizer/symmetric_quantize_0"; "8 SSD_VGG/MultiOutputSequential[basenet]/ReLU[1]/SymmetricQuantizer/symmetric_quantize_0" -> "10 SSD_VGG/MultiOutputSequential[basenet]/NNCFConv2d[2]/pad_0"; diff --git a/tests/torch/data/reference_graphs/quantized/ptq/symmetric/inception_v3.dot b/tests/torch/data/reference_graphs/quantized/ptq/symmetric/inception_v3.dot index b618d750fba..7c698e2a35a 100644 --- a/tests/torch/data/reference_graphs/quantized/ptq/symmetric/inception_v3.dot +++ b/tests/torch/data/reference_graphs/quantized/ptq/symmetric/inception_v3.dot @@ -1,1676 +1,1680 @@ strict digraph { "0 /nncf_model_input_0" [id=0, type=nncf_model_input]; -"1 SymmetricQuantizer/symmetric_quantize_0" [id=1, type=symmetric_quantize]; -"2 Inception3/__getitem___0" [id=2, type=__getitem__]; +"1 Inception3/__getitem___0" [id=1, type=__getitem__]; +"2 Inception3/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[Inception3/__getitem___0|OUTPUT]/symmetric_quantize_0" [id=2, type=symmetric_quantize]; "3 Inception3/unsqueeze_0" [id=3, type=unsqueeze]; "4 Inception3/__mul___0" [id=4, type=__mul__]; "5 Inception3/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[Inception3/__mul___0|OUTPUT]/symmetric_quantize_0" [id=5, type=symmetric_quantize]; "6 Inception3/__add___0" [id=6, type=__add__]; "7 Inception3/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[Inception3/__add___0|OUTPUT;Inception3/__add___1|OUTPUT;Inception3/__add___2|OUTPUT]/symmetric_quantize_0" [id=7, type=symmetric_quantize]; "8 Inception3/__getitem___1" [id=8, type=__getitem__]; -"9 Inception3/unsqueeze_1" [id=9, type=unsqueeze]; -"10 Inception3/__mul___1" [id=10, type=__mul__]; -"11 Inception3/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[Inception3/__mul___1|OUTPUT]/symmetric_quantize_0" [id=11, type=symmetric_quantize]; -"12 Inception3/__add___1" [id=12, type=__add__]; -"13 Inception3/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[Inception3/__add___0|OUTPUT;Inception3/__add___1|OUTPUT;Inception3/__add___2|OUTPUT]/symmetric_quantize_1" [id=13, type=symmetric_quantize]; -"14 Inception3/__getitem___2" [id=14, type=__getitem__]; -"15 Inception3/unsqueeze_2" [id=15, type=unsqueeze]; -"16 Inception3/__mul___2" [id=16, type=__mul__]; -"17 Inception3/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[Inception3/__mul___2|OUTPUT]/symmetric_quantize_0" [id=17, type=symmetric_quantize]; -"18 Inception3/__add___2" [id=18, type=__add__]; -"19 Inception3/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[Inception3/__add___0|OUTPUT;Inception3/__add___1|OUTPUT;Inception3/__add___2|OUTPUT]/symmetric_quantize_2" [id=19, type=symmetric_quantize]; -"20 Inception3/cat_0" [id=20, type=cat]; -"21 Conv2d_1a_3x3.conv.weight" [id=21, type=nncf_model_const]; -"22 Inception3/BasicConv2d[Conv2d_1a_3x3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=22, type=symmetric_quantize]; -"23 Inception3/BasicConv2d[Conv2d_1a_3x3]/Conv2d[conv]/conv2d_0" [id=23, type=conv2d]; -"24 Conv2d_1a_3x3.bn.weight" [id=24, type=nncf_model_const]; -"25 Conv2d_1a_3x3.bn.bias" [id=25, type=nncf_model_const]; -"26 Inception3/BasicConv2d[Conv2d_1a_3x3]/BatchNorm2d[bn]/batch_norm_0" [id=26, type=batch_norm]; -"27 Inception3/BasicConv2d[Conv2d_1a_3x3]/relu__0" [id=27, type=relu_]; -"28 Inception3/BasicConv2d[Conv2d_1a_3x3]/SymmetricQuantizer/symmetric_quantize_0" [id=28, type=symmetric_quantize]; -"29 Conv2d_2a_3x3.conv.weight" [id=29, type=nncf_model_const]; -"30 Inception3/BasicConv2d[Conv2d_2a_3x3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=30, type=symmetric_quantize]; -"31 Inception3/BasicConv2d[Conv2d_2a_3x3]/Conv2d[conv]/conv2d_0" [id=31, type=conv2d]; -"32 Conv2d_2a_3x3.bn.weight" [id=32, type=nncf_model_const]; -"33 Conv2d_2a_3x3.bn.bias" [id=33, type=nncf_model_const]; -"34 Inception3/BasicConv2d[Conv2d_2a_3x3]/BatchNorm2d[bn]/batch_norm_0" [id=34, type=batch_norm]; -"35 Inception3/BasicConv2d[Conv2d_2a_3x3]/relu__0" [id=35, type=relu_]; -"36 Inception3/BasicConv2d[Conv2d_2a_3x3]/SymmetricQuantizer/symmetric_quantize_0" [id=36, type=symmetric_quantize]; -"37 Conv2d_2b_3x3.conv.weight" [id=37, type=nncf_model_const]; -"38 Inception3/BasicConv2d[Conv2d_2b_3x3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=38, type=symmetric_quantize]; -"39 Inception3/BasicConv2d[Conv2d_2b_3x3]/Conv2d[conv]/conv2d_0" [id=39, type=conv2d]; -"40 Conv2d_2b_3x3.bn.weight" [id=40, type=nncf_model_const]; -"41 Conv2d_2b_3x3.bn.bias" [id=41, type=nncf_model_const]; -"42 Inception3/BasicConv2d[Conv2d_2b_3x3]/BatchNorm2d[bn]/batch_norm_0" [id=42, type=batch_norm]; -"43 Inception3/BasicConv2d[Conv2d_2b_3x3]/relu__0" [id=43, type=relu_]; -"44 Inception3/BasicConv2d[Conv2d_2b_3x3]/SymmetricQuantizer/symmetric_quantize_0" [id=44, type=symmetric_quantize]; -"45 Inception3/max_pool2d_0" [id=45, type=max_pool2d]; -"46 Conv2d_3b_1x1.conv.weight" [id=46, type=nncf_model_const]; -"47 Inception3/BasicConv2d[Conv2d_3b_1x1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=47, type=symmetric_quantize]; -"48 Inception3/BasicConv2d[Conv2d_3b_1x1]/Conv2d[conv]/conv2d_0" [id=48, type=conv2d]; -"49 Conv2d_3b_1x1.bn.weight" [id=49, type=nncf_model_const]; -"50 Conv2d_3b_1x1.bn.bias" [id=50, type=nncf_model_const]; -"51 Inception3/BasicConv2d[Conv2d_3b_1x1]/BatchNorm2d[bn]/batch_norm_0" [id=51, type=batch_norm]; -"52 Inception3/BasicConv2d[Conv2d_3b_1x1]/relu__0" [id=52, type=relu_]; -"53 Inception3/BasicConv2d[Conv2d_3b_1x1]/SymmetricQuantizer/symmetric_quantize_0" [id=53, type=symmetric_quantize]; -"54 Conv2d_4a_3x3.conv.weight" [id=54, type=nncf_model_const]; -"55 Inception3/BasicConv2d[Conv2d_4a_3x3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=55, type=symmetric_quantize]; -"56 Inception3/BasicConv2d[Conv2d_4a_3x3]/Conv2d[conv]/conv2d_0" [id=56, type=conv2d]; -"57 Conv2d_4a_3x3.bn.weight" [id=57, type=nncf_model_const]; -"58 Conv2d_4a_3x3.bn.bias" [id=58, type=nncf_model_const]; -"59 Inception3/BasicConv2d[Conv2d_4a_3x3]/BatchNorm2d[bn]/batch_norm_0" [id=59, type=batch_norm]; -"60 Inception3/BasicConv2d[Conv2d_4a_3x3]/relu__0" [id=60, type=relu_]; -"61 Inception3/BasicConv2d[Conv2d_4a_3x3]/SymmetricQuantizer/symmetric_quantize_0" [id=61, type=symmetric_quantize]; -"62 Inception3/max_pool2d_1" [id=62, type=max_pool2d]; -"63 Mixed_5b.branch1x1.conv.weight" [id=63, type=nncf_model_const]; -"64 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch1x1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=64, type=symmetric_quantize]; -"65 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0" [id=65, type=conv2d]; -"66 Mixed_5b.branch1x1.bn.weight" [id=66, type=nncf_model_const]; -"67 Mixed_5b.branch1x1.bn.bias" [id=67, type=nncf_model_const]; -"68 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0" [id=68, type=batch_norm]; -"69 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch1x1]/relu__0" [id=69, type=relu_]; -"70 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0" [id=70, type=symmetric_quantize]; -"71 Mixed_5b.branch5x5_1.conv.weight" [id=71, type=nncf_model_const]; -"72 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=72, type=symmetric_quantize]; 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-"84 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_2]/BatchNorm2d[bn]/batch_norm_0" [id=84, type=batch_norm]; -"85 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_2]/relu__0" [id=85, type=relu_]; -"86 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_2]/SymmetricQuantizer/symmetric_quantize_0" [id=86, type=symmetric_quantize]; -"87 Mixed_5b.branch3x3dbl_1.conv.weight" [id=87, type=nncf_model_const]; -"88 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=88, type=symmetric_quantize]; -"89 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0" [id=89, type=conv2d]; -"90 Mixed_5b.branch3x3dbl_1.bn.weight" [id=90, type=nncf_model_const]; -"91 Mixed_5b.branch3x3dbl_1.bn.bias" [id=91, type=nncf_model_const]; -"92 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0" [id=92, type=batch_norm]; -"93 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_1]/relu__0" [id=93, type=relu_]; 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-"399 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0" [id=399, type=conv2d]; -"400 Mixed_6c.branch7x7dbl_2.bn.weight" [id=400, type=nncf_model_const]; -"401 Mixed_6c.branch7x7dbl_2.bn.bias" [id=401, type=nncf_model_const]; -"402 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0" [id=402, type=batch_norm]; -"403 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/relu__0" [id=403, type=relu_]; -"404 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/SymmetricQuantizer/symmetric_quantize_0" [id=404, type=symmetric_quantize]; -"405 Mixed_6c.branch7x7dbl_3.conv.weight" [id=405, type=nncf_model_const]; -"406 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=406, type=symmetric_quantize]; -"407 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0" [id=407, type=conv2d]; -"408 Mixed_6c.branch7x7dbl_3.bn.weight" [id=408, type=nncf_model_const]; -"409 Mixed_6c.branch7x7dbl_3.bn.bias" [id=409, type=nncf_model_const]; -"410 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0" [id=410, type=batch_norm]; -"411 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/relu__0" [id=411, type=relu_]; -"412 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/SymmetricQuantizer/symmetric_quantize_0" [id=412, type=symmetric_quantize]; -"413 Mixed_6c.branch7x7dbl_4.conv.weight" [id=413, type=nncf_model_const]; -"414 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=414, type=symmetric_quantize]; -"415 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0" [id=415, type=conv2d]; -"416 Mixed_6c.branch7x7dbl_4.bn.weight" [id=416, type=nncf_model_const]; -"417 Mixed_6c.branch7x7dbl_4.bn.bias" [id=417, type=nncf_model_const]; -"418 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0" [id=418, type=batch_norm]; -"419 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_4]/relu__0" [id=419, type=relu_]; -"420 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_4]/SymmetricQuantizer/symmetric_quantize_0" [id=420, type=symmetric_quantize]; -"421 Mixed_6c.branch7x7dbl_5.conv.weight" [id=421, type=nncf_model_const]; -"422 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=422, type=symmetric_quantize]; -"423 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/conv2d_0" [id=423, type=conv2d]; -"424 Mixed_6c.branch7x7dbl_5.bn.weight" [id=424, type=nncf_model_const]; -"425 Mixed_6c.branch7x7dbl_5.bn.bias" [id=425, type=nncf_model_const]; -"426 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0" [id=426, type=batch_norm]; -"427 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_5]/relu__0" [id=427, type=relu_]; -"428 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_5]/SymmetricQuantizer/symmetric_quantize_0" [id=428, type=symmetric_quantize]; -"429 Inception3/InceptionC[Mixed_6c]/avg_pool2d_0" [id=429, type=avg_pool2d]; -"430 Inception3/InceptionC[Mixed_6c]/SymmetricQuantizer/symmetric_quantize_0" [id=430, type=symmetric_quantize]; -"431 Mixed_6c.branch_pool.conv.weight" [id=431, type=nncf_model_const]; -"432 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=432, type=symmetric_quantize]; -"433 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0" [id=433, type=conv2d]; -"434 Mixed_6c.branch_pool.bn.weight" [id=434, type=nncf_model_const]; -"435 Mixed_6c.branch_pool.bn.bias" [id=435, type=nncf_model_const]; -"436 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0" [id=436, type=batch_norm]; -"437 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch_pool]/relu__0" [id=437, type=relu_]; -"438 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0" [id=438, type=symmetric_quantize]; -"439 Inception3/InceptionC[Mixed_6c]/cat_0" [id=439, type=cat]; -"440 Mixed_6d.branch1x1.conv.weight" [id=440, type=nncf_model_const]; -"441 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch1x1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=441, type=symmetric_quantize]; -"442 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0" [id=442, type=conv2d]; -"443 Mixed_6d.branch1x1.bn.weight" [id=443, type=nncf_model_const]; -"444 Mixed_6d.branch1x1.bn.bias" [id=444, type=nncf_model_const]; -"445 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0" [id=445, type=batch_norm]; -"446 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch1x1]/relu__0" [id=446, type=relu_]; -"447 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0" [id=447, type=symmetric_quantize]; -"448 Mixed_6d.branch7x7_1.conv.weight" [id=448, type=nncf_model_const]; -"449 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=449, type=symmetric_quantize]; -"450 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_1]/Conv2d[conv]/conv2d_0" [id=450, type=conv2d]; -"451 Mixed_6d.branch7x7_1.bn.weight" [id=451, type=nncf_model_const]; -"452 Mixed_6d.branch7x7_1.bn.bias" [id=452, type=nncf_model_const]; -"453 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0" [id=453, type=batch_norm]; -"454 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_1]/relu__0" [id=454, type=relu_]; -"455 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_1]/SymmetricQuantizer/symmetric_quantize_0" [id=455, type=symmetric_quantize]; -"456 Mixed_6d.branch7x7_2.conv.weight" [id=456, type=nncf_model_const]; -"457 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=457, type=symmetric_quantize]; -"458 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_2]/Conv2d[conv]/conv2d_0" [id=458, type=conv2d]; -"459 Mixed_6d.branch7x7_2.bn.weight" [id=459, type=nncf_model_const]; -"460 Mixed_6d.branch7x7_2.bn.bias" [id=460, type=nncf_model_const]; -"461 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_2]/BatchNorm2d[bn]/batch_norm_0" [id=461, type=batch_norm]; -"462 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_2]/relu__0" [id=462, type=relu_]; -"463 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_2]/SymmetricQuantizer/symmetric_quantize_0" [id=463, type=symmetric_quantize]; -"464 Mixed_6d.branch7x7_3.conv.weight" [id=464, type=nncf_model_const]; -"465 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=465, type=symmetric_quantize]; -"466 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/Conv2d[conv]/conv2d_0" [id=466, type=conv2d]; -"467 Mixed_6d.branch7x7_3.bn.weight" [id=467, type=nncf_model_const]; -"468 Mixed_6d.branch7x7_3.bn.bias" [id=468, type=nncf_model_const]; -"469 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0" [id=469, type=batch_norm]; -"470 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/relu__0" [id=470, type=relu_]; -"471 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/SymmetricQuantizer/symmetric_quantize_0" [id=471, type=symmetric_quantize]; -"472 Mixed_6d.branch7x7dbl_1.conv.weight" [id=472, type=nncf_model_const]; -"473 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=473, type=symmetric_quantize]; -"474 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/conv2d_0" [id=474, type=conv2d]; -"475 Mixed_6d.branch7x7dbl_1.bn.weight" [id=475, type=nncf_model_const]; -"476 Mixed_6d.branch7x7dbl_1.bn.bias" [id=476, type=nncf_model_const]; -"477 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0" [id=477, type=batch_norm]; -"478 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_1]/relu__0" [id=478, type=relu_]; -"479 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_1]/SymmetricQuantizer/symmetric_quantize_0" [id=479, type=symmetric_quantize]; 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-"490 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0" [id=490, type=conv2d]; -"491 Mixed_6d.branch7x7dbl_3.bn.weight" [id=491, type=nncf_model_const]; -"492 Mixed_6d.branch7x7dbl_3.bn.bias" [id=492, type=nncf_model_const]; -"493 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0" [id=493, type=batch_norm]; -"494 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/relu__0" [id=494, type=relu_]; -"495 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/SymmetricQuantizer/symmetric_quantize_0" [id=495, type=symmetric_quantize]; -"496 Mixed_6d.branch7x7dbl_4.conv.weight" [id=496, type=nncf_model_const]; -"497 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=497, type=symmetric_quantize]; -"498 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0" [id=498, type=conv2d]; -"499 Mixed_6d.branch7x7dbl_4.bn.weight" [id=499, type=nncf_model_const]; -"500 Mixed_6d.branch7x7dbl_4.bn.bias" [id=500, type=nncf_model_const]; -"501 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0" [id=501, type=batch_norm]; -"502 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/relu__0" [id=502, type=relu_]; -"503 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/SymmetricQuantizer/symmetric_quantize_0" [id=503, type=symmetric_quantize]; -"504 Mixed_6d.branch7x7dbl_5.conv.weight" [id=504, type=nncf_model_const]; -"505 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=505, type=symmetric_quantize]; -"506 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/conv2d_0" [id=506, type=conv2d]; -"507 Mixed_6d.branch7x7dbl_5.bn.weight" [id=507, type=nncf_model_const]; -"508 Mixed_6d.branch7x7dbl_5.bn.bias" [id=508, type=nncf_model_const]; -"509 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0" [id=509, type=batch_norm]; -"510 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/relu__0" [id=510, type=relu_]; -"511 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/SymmetricQuantizer/symmetric_quantize_0" [id=511, type=symmetric_quantize]; -"512 Inception3/InceptionC[Mixed_6d]/avg_pool2d_0" [id=512, type=avg_pool2d]; -"513 Inception3/InceptionC[Mixed_6d]/SymmetricQuantizer/symmetric_quantize_0" [id=513, type=symmetric_quantize]; -"514 Mixed_6d.branch_pool.conv.weight" [id=514, type=nncf_model_const]; -"515 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=515, type=symmetric_quantize]; -"516 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0" [id=516, type=conv2d]; -"517 Mixed_6d.branch_pool.bn.weight" [id=517, type=nncf_model_const]; -"518 Mixed_6d.branch_pool.bn.bias" [id=518, type=nncf_model_const]; -"519 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0" [id=519, type=batch_norm]; -"520 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/relu__0" [id=520, type=relu_]; -"521 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0" [id=521, type=symmetric_quantize]; -"522 Inception3/InceptionC[Mixed_6d]/cat_0" [id=522, type=cat]; -"523 Mixed_6e.branch1x1.conv.weight" [id=523, type=nncf_model_const]; -"524 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" [id=524, type=symmetric_quantize]; -"525 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0" [id=525, type=conv2d]; -"526 Mixed_6e.branch1x1.bn.weight" [id=526, type=nncf_model_const]; -"527 Mixed_6e.branch1x1.bn.bias" [id=527, type=nncf_model_const]; -"528 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0" [id=528, type=batch_norm]; -"529 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/relu__0" [id=529, type=relu_]; -"530 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0" [id=530, type=symmetric_quantize]; 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-"99 Mixed_5b.branch3x3dbl_2.bn.bias" -> "100 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"100 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0" -> "101 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_2]/relu__0"; -"101 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_2]/relu__0" -> "102 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0"; -"102 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "105 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/conv2d_0"; -"103 Mixed_5b.branch3x3dbl_3.conv.weight" -> "104 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"104 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "105 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/conv2d_0"; -"105 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/conv2d_0" -> "108 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"106 Mixed_5b.branch3x3dbl_3.bn.weight" -> "108 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"107 Mixed_5b.branch3x3dbl_3.bn.bias" -> "108 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"108 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0" -> "109 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/relu__0"; -"109 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/relu__0" -> "110 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/SymmetricQuantizer/symmetric_quantize_0"; -"110 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch3x3dbl_3]/SymmetricQuantizer/symmetric_quantize_0" -> "121 Inception3/InceptionA[Mixed_5b]/cat_0"; -"111 Inception3/InceptionA[Mixed_5b]/avg_pool2d_0" -> "112 Inception3/InceptionA[Mixed_5b]/SymmetricQuantizer/symmetric_quantize_0"; -"112 Inception3/InceptionA[Mixed_5b]/SymmetricQuantizer/symmetric_quantize_0" -> "115 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; -"113 Mixed_5b.branch_pool.conv.weight" -> "114 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"114 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "115 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; -"115 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0" -> "118 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"116 Mixed_5b.branch_pool.bn.weight" -> "118 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"117 Mixed_5b.branch_pool.bn.bias" -> "118 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"118 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0" -> "119 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/relu__0"; -"119 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/relu__0" -> "120 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0"; -"120 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0" -> "121 Inception3/InceptionA[Mixed_5b]/cat_0"; -"121 Inception3/InceptionA[Mixed_5b]/cat_0" -> "124 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0"; -"121 Inception3/InceptionA[Mixed_5b]/cat_0" -> "132 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/Conv2d[conv]/conv2d_0"; -"121 Inception3/InceptionA[Mixed_5b]/cat_0" -> "148 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0"; -"121 Inception3/InceptionA[Mixed_5b]/cat_0" -> "170 Inception3/InceptionA[Mixed_5c]/avg_pool2d_0"; -"122 Mixed_5c.branch1x1.conv.weight" -> "123 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"123 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "124 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0"; -"124 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0" -> "127 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; -"125 Mixed_5c.branch1x1.bn.weight" -> "127 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; -"126 Mixed_5c.branch1x1.bn.bias" -> "127 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; -"127 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0" -> "128 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/relu__0"; -"128 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/relu__0" -> "129 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0"; -"129 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0" -> "180 Inception3/InceptionA[Mixed_5c]/cat_0"; -"130 Mixed_5c.branch5x5_1.conv.weight" -> "131 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"131 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "132 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/Conv2d[conv]/conv2d_0"; -"132 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/Conv2d[conv]/conv2d_0" -> "135 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/BatchNorm2d[bn]/batch_norm_0"; -"133 Mixed_5c.branch5x5_1.bn.weight" -> "135 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/BatchNorm2d[bn]/batch_norm_0"; -"134 Mixed_5c.branch5x5_1.bn.bias" -> "135 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/BatchNorm2d[bn]/batch_norm_0"; -"135 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/BatchNorm2d[bn]/batch_norm_0" -> "136 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/relu__0"; -"136 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/relu__0" -> "137 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/SymmetricQuantizer/symmetric_quantize_0"; -"137 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_1]/SymmetricQuantizer/symmetric_quantize_0" -> "140 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/Conv2d[conv]/conv2d_0"; -"138 Mixed_5c.branch5x5_2.conv.weight" -> "139 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"139 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "140 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/Conv2d[conv]/conv2d_0"; -"140 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/Conv2d[conv]/conv2d_0" -> "143 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/BatchNorm2d[bn]/batch_norm_0"; -"141 Mixed_5c.branch5x5_2.bn.weight" -> "143 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/BatchNorm2d[bn]/batch_norm_0"; -"142 Mixed_5c.branch5x5_2.bn.bias" -> "143 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/BatchNorm2d[bn]/batch_norm_0"; -"143 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/BatchNorm2d[bn]/batch_norm_0" -> "144 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/relu__0"; -"144 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/relu__0" -> "145 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/SymmetricQuantizer/symmetric_quantize_0"; -"145 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch5x5_2]/SymmetricQuantizer/symmetric_quantize_0" -> "180 Inception3/InceptionA[Mixed_5c]/cat_0"; -"146 Mixed_5c.branch3x3dbl_1.conv.weight" -> "147 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"147 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "148 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0"; -"148 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0" -> "151 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"149 Mixed_5c.branch3x3dbl_1.bn.weight" -> "151 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"150 Mixed_5c.branch3x3dbl_1.bn.bias" -> "151 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"151 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0" -> "152 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/relu__0"; -"152 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/relu__0" -> "153 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/SymmetricQuantizer/symmetric_quantize_0"; -"153 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_1]/SymmetricQuantizer/symmetric_quantize_0" -> "156 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0"; -"154 Mixed_5c.branch3x3dbl_2.conv.weight" -> "155 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"155 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "156 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0"; -"156 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0" -> "159 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"157 Mixed_5c.branch3x3dbl_2.bn.weight" -> "159 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"158 Mixed_5c.branch3x3dbl_2.bn.bias" -> "159 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"159 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0" -> "160 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/relu__0"; -"160 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/relu__0" -> "161 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0"; -"161 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "164 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/conv2d_0"; -"162 Mixed_5c.branch3x3dbl_3.conv.weight" -> "163 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"163 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "164 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/conv2d_0"; -"164 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/conv2d_0" -> "167 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"165 Mixed_5c.branch3x3dbl_3.bn.weight" -> "167 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"166 Mixed_5c.branch3x3dbl_3.bn.bias" -> "167 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"167 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0" -> "168 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/relu__0"; -"168 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/relu__0" -> "169 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/SymmetricQuantizer/symmetric_quantize_0"; -"169 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch3x3dbl_3]/SymmetricQuantizer/symmetric_quantize_0" -> "180 Inception3/InceptionA[Mixed_5c]/cat_0"; -"170 Inception3/InceptionA[Mixed_5c]/avg_pool2d_0" -> "171 Inception3/InceptionA[Mixed_5c]/SymmetricQuantizer/symmetric_quantize_0"; -"171 Inception3/InceptionA[Mixed_5c]/SymmetricQuantizer/symmetric_quantize_0" -> "174 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; -"172 Mixed_5c.branch_pool.conv.weight" -> "173 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"173 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "174 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; -"174 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0" -> "177 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"175 Mixed_5c.branch_pool.bn.weight" -> "177 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"176 Mixed_5c.branch_pool.bn.bias" -> "177 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"177 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0" -> "178 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/relu__0"; -"178 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/relu__0" -> "179 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0"; -"179 Inception3/InceptionA[Mixed_5c]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0" -> "180 Inception3/InceptionA[Mixed_5c]/cat_0"; -"180 Inception3/InceptionA[Mixed_5c]/cat_0" -> "183 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0"; -"180 Inception3/InceptionA[Mixed_5c]/cat_0" -> "191 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_1]/Conv2d[conv]/conv2d_0"; -"180 Inception3/InceptionA[Mixed_5c]/cat_0" -> "207 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0"; -"180 Inception3/InceptionA[Mixed_5c]/cat_0" -> "229 Inception3/InceptionA[Mixed_5d]/avg_pool2d_0"; -"181 Mixed_5d.branch1x1.conv.weight" -> "182 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch1x1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"182 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch1x1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "183 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0"; -"183 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0" -> "186 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; -"184 Mixed_5d.branch1x1.bn.weight" -> "186 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; 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-"192 Mixed_5d.branch5x5_1.bn.weight" -> "194 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_1]/BatchNorm2d[bn]/batch_norm_0"; -"193 Mixed_5d.branch5x5_1.bn.bias" -> "194 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_1]/BatchNorm2d[bn]/batch_norm_0"; -"194 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_1]/BatchNorm2d[bn]/batch_norm_0" -> "195 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_1]/relu__0"; -"195 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_1]/relu__0" -> "196 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_1]/SymmetricQuantizer/symmetric_quantize_0"; -"196 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_1]/SymmetricQuantizer/symmetric_quantize_0" -> "199 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/Conv2d[conv]/conv2d_0"; -"197 Mixed_5d.branch5x5_2.conv.weight" -> "198 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"198 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "199 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/Conv2d[conv]/conv2d_0"; -"199 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/Conv2d[conv]/conv2d_0" -> "202 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/BatchNorm2d[bn]/batch_norm_0"; -"200 Mixed_5d.branch5x5_2.bn.weight" -> "202 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/BatchNorm2d[bn]/batch_norm_0"; -"201 Mixed_5d.branch5x5_2.bn.bias" -> "202 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/BatchNorm2d[bn]/batch_norm_0"; -"202 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/BatchNorm2d[bn]/batch_norm_0" -> "203 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/relu__0"; -"203 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/relu__0" -> "204 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/SymmetricQuantizer/symmetric_quantize_0"; -"204 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch5x5_2]/SymmetricQuantizer/symmetric_quantize_0" -> "239 Inception3/InceptionA[Mixed_5d]/cat_0"; -"205 Mixed_5d.branch3x3dbl_1.conv.weight" -> "206 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"206 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "207 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0"; -"207 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0" -> "210 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"208 Mixed_5d.branch3x3dbl_1.bn.weight" -> "210 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"209 Mixed_5d.branch3x3dbl_1.bn.bias" -> "210 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"210 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0" -> "211 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/relu__0"; -"211 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/relu__0" -> "212 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/SymmetricQuantizer/symmetric_quantize_0"; -"212 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_1]/SymmetricQuantizer/symmetric_quantize_0" -> "215 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0"; -"213 Mixed_5d.branch3x3dbl_2.conv.weight" -> "214 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"214 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "215 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0"; -"215 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0" -> "218 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"216 Mixed_5d.branch3x3dbl_2.bn.weight" -> "218 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"217 Mixed_5d.branch3x3dbl_2.bn.bias" -> "218 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"218 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0" -> "219 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/relu__0"; -"219 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/relu__0" -> "220 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0"; -"220 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "223 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/conv2d_0"; -"221 Mixed_5d.branch3x3dbl_3.conv.weight" -> "222 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"222 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "223 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/conv2d_0"; -"223 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/conv2d_0" -> "226 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"224 Mixed_5d.branch3x3dbl_3.bn.weight" -> "226 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"225 Mixed_5d.branch3x3dbl_3.bn.bias" -> "226 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"226 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0" -> "227 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/relu__0"; -"227 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/relu__0" -> "228 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/SymmetricQuantizer/symmetric_quantize_0"; -"228 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch3x3dbl_3]/SymmetricQuantizer/symmetric_quantize_0" -> "239 Inception3/InceptionA[Mixed_5d]/cat_0"; -"229 Inception3/InceptionA[Mixed_5d]/avg_pool2d_0" -> "230 Inception3/InceptionA[Mixed_5d]/SymmetricQuantizer/symmetric_quantize_0"; -"230 Inception3/InceptionA[Mixed_5d]/SymmetricQuantizer/symmetric_quantize_0" -> "233 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; -"231 Mixed_5d.branch_pool.conv.weight" -> "232 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"232 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "233 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; -"233 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0" -> "236 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"234 Mixed_5d.branch_pool.bn.weight" -> "236 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"235 Mixed_5d.branch_pool.bn.bias" -> "236 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"236 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0" -> "237 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/relu__0"; -"237 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/relu__0" -> "238 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0"; -"238 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0" -> "239 Inception3/InceptionA[Mixed_5d]/cat_0"; -"239 Inception3/InceptionA[Mixed_5d]/cat_0" -> "242 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/Conv2d[conv]/conv2d_0"; -"239 Inception3/InceptionA[Mixed_5d]/cat_0" -> "250 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0"; -"239 Inception3/InceptionA[Mixed_5d]/cat_0" -> "272 Inception3/InceptionB[Mixed_6a]/max_pool2d_0"; -"240 Mixed_6a.branch3x3.conv.weight" -> "241 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"241 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "242 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/Conv2d[conv]/conv2d_0"; -"242 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/Conv2d[conv]/conv2d_0" -> "245 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/BatchNorm2d[bn]/batch_norm_0"; -"243 Mixed_6a.branch3x3.bn.weight" -> "245 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/BatchNorm2d[bn]/batch_norm_0"; -"244 Mixed_6a.branch3x3.bn.bias" -> "245 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/BatchNorm2d[bn]/batch_norm_0"; -"245 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/BatchNorm2d[bn]/batch_norm_0" -> "246 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/relu__0"; -"246 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/relu__0" -> "247 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/SymmetricQuantizer/symmetric_quantize_0"; -"247 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/SymmetricQuantizer/symmetric_quantize_0" -> "273 Inception3/InceptionB[Mixed_6a]/cat_0"; -"248 Mixed_6a.branch3x3dbl_1.conv.weight" -> "249 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"249 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "250 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0"; -"250 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0" -> "253 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"251 Mixed_6a.branch3x3dbl_1.bn.weight" -> "253 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"252 Mixed_6a.branch3x3dbl_1.bn.bias" -> "253 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"253 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0" -> "254 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/relu__0"; -"254 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/relu__0" -> "255 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/SymmetricQuantizer/symmetric_quantize_0"; -"255 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/SymmetricQuantizer/symmetric_quantize_0" -> "258 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0"; -"256 Mixed_6a.branch3x3dbl_2.conv.weight" -> "257 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"257 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "258 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0"; -"258 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0" -> "261 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"259 Mixed_6a.branch3x3dbl_2.bn.weight" -> "261 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"260 Mixed_6a.branch3x3dbl_2.bn.bias" -> "261 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"261 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0" -> "262 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/relu__0"; -"262 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/relu__0" -> "263 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0"; -"263 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "266 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/conv2d_0"; -"264 Mixed_6a.branch3x3dbl_3.conv.weight" -> "265 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"265 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "266 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/conv2d_0"; -"266 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/Conv2d[conv]/conv2d_0" -> "269 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"267 Mixed_6a.branch3x3dbl_3.bn.weight" -> "269 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"268 Mixed_6a.branch3x3dbl_3.bn.bias" -> "269 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"269 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0" -> "270 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/relu__0"; -"270 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/relu__0" -> "271 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/SymmetricQuantizer/symmetric_quantize_0"; -"271 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/SymmetricQuantizer/symmetric_quantize_0" -> "273 Inception3/InceptionB[Mixed_6a]/cat_0"; -"272 Inception3/InceptionB[Mixed_6a]/max_pool2d_0" -> "273 Inception3/InceptionB[Mixed_6a]/cat_0"; -"273 Inception3/InceptionB[Mixed_6a]/cat_0" -> "276 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0"; -"273 Inception3/InceptionB[Mixed_6a]/cat_0" -> "284 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/Conv2d[conv]/conv2d_0"; 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-"279 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0" -> "280 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch1x1]/relu__0"; -"280 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch1x1]/relu__0" -> "281 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0"; -"281 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0" -> "356 Inception3/InceptionC[Mixed_6b]/cat_0"; -"282 Mixed_6b.branch7x7_1.conv.weight" -> "283 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"283 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "284 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/Conv2d[conv]/conv2d_0"; -"284 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/Conv2d[conv]/conv2d_0" -> "287 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0"; -"285 Mixed_6b.branch7x7_1.bn.weight" -> "287 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0"; -"286 Mixed_6b.branch7x7_1.bn.bias" -> "287 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0"; -"287 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0" -> "288 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/relu__0"; -"288 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/relu__0" -> "289 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/SymmetricQuantizer/symmetric_quantize_0"; -"289 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/SymmetricQuantizer/symmetric_quantize_0" -> "292 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/Conv2d[conv]/conv2d_0"; -"290 Mixed_6b.branch7x7_2.conv.weight" -> "291 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"291 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "292 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/Conv2d[conv]/conv2d_0"; -"292 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/Conv2d[conv]/conv2d_0" -> "295 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/BatchNorm2d[bn]/batch_norm_0"; -"293 Mixed_6b.branch7x7_2.bn.weight" -> "295 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/BatchNorm2d[bn]/batch_norm_0"; -"294 Mixed_6b.branch7x7_2.bn.bias" -> "295 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/BatchNorm2d[bn]/batch_norm_0"; -"295 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/BatchNorm2d[bn]/batch_norm_0" -> "296 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/relu__0"; -"296 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/relu__0" -> "297 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/SymmetricQuantizer/symmetric_quantize_0"; -"297 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_2]/SymmetricQuantizer/symmetric_quantize_0" -> "300 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/Conv2d[conv]/conv2d_0"; -"298 Mixed_6b.branch7x7_3.conv.weight" -> "299 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"299 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "300 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/Conv2d[conv]/conv2d_0"; -"300 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/Conv2d[conv]/conv2d_0" -> "303 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0"; -"301 Mixed_6b.branch7x7_3.bn.weight" -> "303 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0"; -"302 Mixed_6b.branch7x7_3.bn.bias" -> "303 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0"; -"303 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0" -> "304 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/relu__0"; -"304 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/relu__0" -> "305 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/SymmetricQuantizer/symmetric_quantize_0"; -"305 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_3]/SymmetricQuantizer/symmetric_quantize_0" -> "356 Inception3/InceptionC[Mixed_6b]/cat_0"; -"306 Mixed_6b.branch7x7dbl_1.conv.weight" -> "307 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"307 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "308 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/conv2d_0"; -"308 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/conv2d_0" -> "311 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"309 Mixed_6b.branch7x7dbl_1.bn.weight" -> "311 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"310 Mixed_6b.branch7x7dbl_1.bn.bias" -> "311 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"311 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0" -> "312 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_1]/relu__0"; -"312 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_1]/relu__0" -> "313 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_1]/SymmetricQuantizer/symmetric_quantize_0"; -"313 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_1]/SymmetricQuantizer/symmetric_quantize_0" -> "316 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0"; -"314 Mixed_6b.branch7x7dbl_2.conv.weight" -> "315 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"315 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "316 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0"; -"316 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0" -> "319 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"317 Mixed_6b.branch7x7dbl_2.bn.weight" -> "319 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"318 Mixed_6b.branch7x7dbl_2.bn.bias" -> "319 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"319 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0" -> "320 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/relu__0"; -"320 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/relu__0" -> "321 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/SymmetricQuantizer/symmetric_quantize_0"; -"321 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "324 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0"; -"322 Mixed_6b.branch7x7dbl_3.conv.weight" -> "323 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"323 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "324 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0"; -"324 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0" -> "327 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"325 Mixed_6b.branch7x7dbl_3.bn.weight" -> "327 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"326 Mixed_6b.branch7x7dbl_3.bn.bias" -> "327 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"327 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0" -> "328 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/relu__0"; -"328 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/relu__0" -> "329 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/SymmetricQuantizer/symmetric_quantize_0"; -"329 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/SymmetricQuantizer/symmetric_quantize_0" -> "332 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0"; -"330 Mixed_6b.branch7x7dbl_4.conv.weight" -> "331 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"331 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "332 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0"; -"332 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0" -> "335 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0"; -"333 Mixed_6b.branch7x7dbl_4.bn.weight" -> "335 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0"; -"334 Mixed_6b.branch7x7dbl_4.bn.bias" -> "335 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0"; -"335 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0" -> "336 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/relu__0"; -"336 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/relu__0" -> "337 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/SymmetricQuantizer/symmetric_quantize_0"; -"337 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/SymmetricQuantizer/symmetric_quantize_0" -> "340 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/conv2d_0"; -"338 Mixed_6b.branch7x7dbl_5.conv.weight" -> "339 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"339 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "340 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/conv2d_0"; -"340 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/conv2d_0" -> "343 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0"; -"341 Mixed_6b.branch7x7dbl_5.bn.weight" -> "343 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0"; -"342 Mixed_6b.branch7x7dbl_5.bn.bias" -> "343 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0"; -"343 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0" -> "344 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/relu__0"; -"344 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/relu__0" -> "345 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/SymmetricQuantizer/symmetric_quantize_0"; -"345 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/SymmetricQuantizer/symmetric_quantize_0" -> "356 Inception3/InceptionC[Mixed_6b]/cat_0"; -"346 Inception3/InceptionC[Mixed_6b]/avg_pool2d_0" -> "347 Inception3/InceptionC[Mixed_6b]/SymmetricQuantizer/symmetric_quantize_0"; -"347 Inception3/InceptionC[Mixed_6b]/SymmetricQuantizer/symmetric_quantize_0" -> "350 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; -"348 Mixed_6b.branch_pool.conv.weight" -> "349 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"349 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "350 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; -"350 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0" -> "353 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"351 Mixed_6b.branch_pool.bn.weight" -> "353 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"352 Mixed_6b.branch_pool.bn.bias" -> "353 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"353 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0" -> "354 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/relu__0"; -"354 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/relu__0" -> "355 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0"; 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-"359 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0" -> "362 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; -"360 Mixed_6c.branch1x1.bn.weight" -> "362 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; -"361 Mixed_6c.branch1x1.bn.bias" -> "362 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; -"362 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0" -> "363 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch1x1]/relu__0"; -"363 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch1x1]/relu__0" -> "364 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0"; -"364 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0" -> "439 Inception3/InceptionC[Mixed_6c]/cat_0"; -"365 Mixed_6c.branch7x7_1.conv.weight" -> "366 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"366 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "367 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_1]/Conv2d[conv]/conv2d_0"; -"367 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_1]/Conv2d[conv]/conv2d_0" -> "370 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0"; -"368 Mixed_6c.branch7x7_1.bn.weight" -> "370 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0"; -"369 Mixed_6c.branch7x7_1.bn.bias" -> "370 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0"; -"370 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0" -> "371 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_1]/relu__0"; -"371 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_1]/relu__0" -> "372 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_1]/SymmetricQuantizer/symmetric_quantize_0"; 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-"384 Mixed_6c.branch7x7_3.bn.weight" -> "386 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0"; -"385 Mixed_6c.branch7x7_3.bn.bias" -> "386 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0"; -"386 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0" -> "387 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_3]/relu__0"; -"387 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_3]/relu__0" -> "388 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_3]/SymmetricQuantizer/symmetric_quantize_0"; -"388 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7_3]/SymmetricQuantizer/symmetric_quantize_0" -> "439 Inception3/InceptionC[Mixed_6c]/cat_0"; -"389 Mixed_6c.branch7x7dbl_1.conv.weight" -> "390 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"390 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "391 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/conv2d_0"; -"391 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/conv2d_0" -> "394 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"392 Mixed_6c.branch7x7dbl_1.bn.weight" -> "394 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"393 Mixed_6c.branch7x7dbl_1.bn.bias" -> "394 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"394 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0" -> "395 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_1]/relu__0"; -"395 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_1]/relu__0" -> "396 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_1]/SymmetricQuantizer/symmetric_quantize_0"; -"396 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_1]/SymmetricQuantizer/symmetric_quantize_0" -> "399 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0"; -"397 Mixed_6c.branch7x7dbl_2.conv.weight" -> "398 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"398 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "399 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0"; -"399 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0" -> "402 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"400 Mixed_6c.branch7x7dbl_2.bn.weight" -> "402 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"401 Mixed_6c.branch7x7dbl_2.bn.bias" -> "402 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"402 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0" -> "403 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/relu__0"; -"403 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/relu__0" -> "404 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/SymmetricQuantizer/symmetric_quantize_0"; -"404 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "407 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0"; -"405 Mixed_6c.branch7x7dbl_3.conv.weight" -> "406 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"406 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "407 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0"; -"407 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0" -> "410 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"408 Mixed_6c.branch7x7dbl_3.bn.weight" -> "410 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"409 Mixed_6c.branch7x7dbl_3.bn.bias" -> "410 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"410 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0" -> "411 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/relu__0"; -"411 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/relu__0" -> "412 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/SymmetricQuantizer/symmetric_quantize_0"; -"412 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_3]/SymmetricQuantizer/symmetric_quantize_0" -> "415 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0"; -"413 Mixed_6c.branch7x7dbl_4.conv.weight" -> "414 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"414 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "415 Inception3/InceptionC[Mixed_6c]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0"; 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-"465 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "466 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/Conv2d[conv]/conv2d_0"; -"466 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/Conv2d[conv]/conv2d_0" -> "469 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0"; -"467 Mixed_6d.branch7x7_3.bn.weight" -> "469 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0"; -"468 Mixed_6d.branch7x7_3.bn.bias" -> "469 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0"; -"469 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0" -> "470 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/relu__0"; -"470 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/relu__0" -> "471 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7_3]/SymmetricQuantizer/symmetric_quantize_0"; 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-"478 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_1]/relu__0" -> "479 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_1]/SymmetricQuantizer/symmetric_quantize_0"; -"479 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_1]/SymmetricQuantizer/symmetric_quantize_0" -> "482 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0"; -"480 Mixed_6d.branch7x7dbl_2.conv.weight" -> "481 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"481 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "482 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0"; -"482 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0" -> "485 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"483 Mixed_6d.branch7x7dbl_2.bn.weight" -> "485 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"484 Mixed_6d.branch7x7dbl_2.bn.bias" -> "485 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"485 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0" -> "486 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/relu__0"; -"486 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/relu__0" -> "487 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/SymmetricQuantizer/symmetric_quantize_0"; -"487 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "490 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0"; -"488 Mixed_6d.branch7x7dbl_3.conv.weight" -> "489 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"489 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "490 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0"; -"490 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0" -> "493 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"491 Mixed_6d.branch7x7dbl_3.bn.weight" -> "493 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"492 Mixed_6d.branch7x7dbl_3.bn.bias" -> "493 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"493 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0" -> "494 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/relu__0"; -"494 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/relu__0" -> "495 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/SymmetricQuantizer/symmetric_quantize_0"; -"495 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_3]/SymmetricQuantizer/symmetric_quantize_0" -> "498 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0"; -"496 Mixed_6d.branch7x7dbl_4.conv.weight" -> "497 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"497 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "498 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0"; -"498 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0" -> "501 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0"; -"499 Mixed_6d.branch7x7dbl_4.bn.weight" -> "501 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0"; -"500 Mixed_6d.branch7x7dbl_4.bn.bias" -> "501 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0"; -"501 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0" -> "502 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/relu__0"; -"502 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/relu__0" -> "503 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/SymmetricQuantizer/symmetric_quantize_0"; -"503 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_4]/SymmetricQuantizer/symmetric_quantize_0" -> "506 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/conv2d_0"; -"504 Mixed_6d.branch7x7dbl_5.conv.weight" -> "505 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"505 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "506 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/conv2d_0"; -"506 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/conv2d_0" -> "509 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0"; -"507 Mixed_6d.branch7x7dbl_5.bn.weight" -> "509 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0"; -"508 Mixed_6d.branch7x7dbl_5.bn.bias" -> "509 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0"; -"509 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0" -> "510 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/relu__0"; -"510 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/relu__0" -> "511 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/SymmetricQuantizer/symmetric_quantize_0"; -"511 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch7x7dbl_5]/SymmetricQuantizer/symmetric_quantize_0" -> "522 Inception3/InceptionC[Mixed_6d]/cat_0"; -"512 Inception3/InceptionC[Mixed_6d]/avg_pool2d_0" -> "513 Inception3/InceptionC[Mixed_6d]/SymmetricQuantizer/symmetric_quantize_0"; -"513 Inception3/InceptionC[Mixed_6d]/SymmetricQuantizer/symmetric_quantize_0" -> "516 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; -"514 Mixed_6d.branch_pool.conv.weight" -> "515 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"515 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "516 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; -"516 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0" -> "519 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"517 Mixed_6d.branch_pool.bn.weight" -> "519 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"518 Mixed_6d.branch_pool.bn.bias" -> "519 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"519 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0" -> "520 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/relu__0"; -"520 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/relu__0" -> "521 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0"; -"521 Inception3/InceptionC[Mixed_6d]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0" -> "522 Inception3/InceptionC[Mixed_6d]/cat_0"; -"522 Inception3/InceptionC[Mixed_6d]/cat_0" -> "525 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0"; -"522 Inception3/InceptionC[Mixed_6d]/cat_0" -> "533 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/Conv2d[conv]/conv2d_0"; -"522 Inception3/InceptionC[Mixed_6d]/cat_0" -> "557 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/conv2d_0"; -"522 Inception3/InceptionC[Mixed_6d]/cat_0" -> "595 Inception3/InceptionC[Mixed_6e]/avg_pool2d_0"; -"523 Mixed_6e.branch1x1.conv.weight" -> "524 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"524 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "525 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0"; -"525 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0" -> "528 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; -"526 Mixed_6e.branch1x1.bn.weight" -> "528 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; -"527 Mixed_6e.branch1x1.bn.bias" -> "528 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; -"528 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0" -> "529 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/relu__0"; -"529 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/relu__0" -> "530 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0"; -"530 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0" -> "605 Inception3/InceptionC[Mixed_6e]/cat_0"; -"531 Mixed_6e.branch7x7_1.conv.weight" -> "532 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"532 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "533 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/Conv2d[conv]/conv2d_0"; -"533 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/Conv2d[conv]/conv2d_0" -> "536 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0"; -"534 Mixed_6e.branch7x7_1.bn.weight" -> "536 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0"; -"535 Mixed_6e.branch7x7_1.bn.bias" -> "536 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0"; -"536 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/BatchNorm2d[bn]/batch_norm_0" -> "537 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/relu__0"; -"537 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/relu__0" -> "538 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/SymmetricQuantizer/symmetric_quantize_0"; -"538 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_1]/SymmetricQuantizer/symmetric_quantize_0" -> "541 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/Conv2d[conv]/conv2d_0"; -"539 Mixed_6e.branch7x7_2.conv.weight" -> "540 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"540 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "541 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/Conv2d[conv]/conv2d_0"; -"541 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/Conv2d[conv]/conv2d_0" -> "544 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/BatchNorm2d[bn]/batch_norm_0"; -"542 Mixed_6e.branch7x7_2.bn.weight" -> "544 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/BatchNorm2d[bn]/batch_norm_0"; -"543 Mixed_6e.branch7x7_2.bn.bias" -> "544 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/BatchNorm2d[bn]/batch_norm_0"; -"544 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/BatchNorm2d[bn]/batch_norm_0" -> "545 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/relu__0"; -"545 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/relu__0" -> "546 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/SymmetricQuantizer/symmetric_quantize_0"; -"546 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_2]/SymmetricQuantizer/symmetric_quantize_0" -> "549 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/Conv2d[conv]/conv2d_0"; -"547 Mixed_6e.branch7x7_3.conv.weight" -> "548 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"548 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "549 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/Conv2d[conv]/conv2d_0"; -"549 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/Conv2d[conv]/conv2d_0" -> "552 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0"; -"550 Mixed_6e.branch7x7_3.bn.weight" -> "552 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0"; -"551 Mixed_6e.branch7x7_3.bn.bias" -> "552 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0"; -"552 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/BatchNorm2d[bn]/batch_norm_0" -> "553 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/relu__0"; -"553 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/relu__0" -> "554 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/SymmetricQuantizer/symmetric_quantize_0"; -"554 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7_3]/SymmetricQuantizer/symmetric_quantize_0" -> "605 Inception3/InceptionC[Mixed_6e]/cat_0"; -"555 Mixed_6e.branch7x7dbl_1.conv.weight" -> "556 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"556 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "557 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/conv2d_0"; -"557 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/Conv2d[conv]/conv2d_0" -> "560 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"558 Mixed_6e.branch7x7dbl_1.bn.weight" -> "560 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"559 Mixed_6e.branch7x7dbl_1.bn.bias" -> "560 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"560 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/BatchNorm2d[bn]/batch_norm_0" -> "561 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/relu__0"; -"561 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/relu__0" -> "562 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/SymmetricQuantizer/symmetric_quantize_0"; -"562 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_1]/SymmetricQuantizer/symmetric_quantize_0" -> "565 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0"; -"563 Mixed_6e.branch7x7dbl_2.conv.weight" -> "564 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"564 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "565 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0"; -"565 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/Conv2d[conv]/conv2d_0" -> "568 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"566 Mixed_6e.branch7x7dbl_2.bn.weight" -> "568 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"567 Mixed_6e.branch7x7dbl_2.bn.bias" -> "568 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"568 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0" -> "569 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/relu__0"; -"569 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/relu__0" -> "570 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/SymmetricQuantizer/symmetric_quantize_0"; -"570 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "573 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0"; -"571 Mixed_6e.branch7x7dbl_3.conv.weight" -> "572 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"572 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "573 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0"; -"573 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0" -> "576 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"574 Mixed_6e.branch7x7dbl_3.bn.weight" -> "576 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"575 Mixed_6e.branch7x7dbl_3.bn.bias" -> "576 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; -"576 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0" -> "577 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/relu__0"; -"577 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/relu__0" -> "578 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/SymmetricQuantizer/symmetric_quantize_0"; -"578 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_3]/SymmetricQuantizer/symmetric_quantize_0" -> "581 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0"; -"579 Mixed_6e.branch7x7dbl_4.conv.weight" -> "580 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"580 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "581 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0"; -"581 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0" -> "584 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0"; -"582 Mixed_6e.branch7x7dbl_4.bn.weight" -> "584 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0"; -"583 Mixed_6e.branch7x7dbl_4.bn.bias" -> "584 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0"; -"584 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0" -> "585 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/relu__0"; -"585 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/relu__0" -> "586 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/SymmetricQuantizer/symmetric_quantize_0"; -"586 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_4]/SymmetricQuantizer/symmetric_quantize_0" -> "589 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/conv2d_0"; -"587 Mixed_6e.branch7x7dbl_5.conv.weight" -> "588 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"588 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "589 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/conv2d_0"; -"589 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_5]/Conv2d[conv]/conv2d_0" -> "592 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0"; -"590 Mixed_6e.branch7x7dbl_5.bn.weight" -> "592 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0"; -"591 Mixed_6e.branch7x7dbl_5.bn.bias" -> "592 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0"; -"592 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0" -> "593 Inception3/InceptionC[Mixed_6e]/BasicConv2d[branch7x7dbl_5]/relu__0"; 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-"659 Mixed_7b.branch1x1.bn.weight" -> "661 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; -"660 Mixed_7b.branch1x1.bn.bias" -> "661 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0"; -"661 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch1x1]/BatchNorm2d[bn]/batch_norm_0" -> "662 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch1x1]/relu__0"; -"662 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch1x1]/relu__0" -> "663 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0"; -"663 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0" -> "732 Inception3/InceptionE[Mixed_7b]/cat_2"; -"664 Mixed_7b.branch3x3_1.conv.weight" -> "665 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"665 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "666 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/Conv2d[conv]/conv2d_0"; -"666 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/Conv2d[conv]/conv2d_0" -> "669 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/BatchNorm2d[bn]/batch_norm_0"; -"667 Mixed_7b.branch3x3_1.bn.weight" -> "669 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/BatchNorm2d[bn]/batch_norm_0"; -"668 Mixed_7b.branch3x3_1.bn.bias" -> "669 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/BatchNorm2d[bn]/batch_norm_0"; -"669 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/BatchNorm2d[bn]/batch_norm_0" -> "670 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/relu__0"; -"670 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/relu__0" -> "671 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/SymmetricQuantizer/symmetric_quantize_0"; -"671 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/SymmetricQuantizer/symmetric_quantize_0" -> "674 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/Conv2d[conv]/conv2d_0"; -"671 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_1]/SymmetricQuantizer/symmetric_quantize_0" -> "682 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/Conv2d[conv]/conv2d_0"; -"672 Mixed_7b.branch3x3_2a.conv.weight" -> "673 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"673 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "674 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/Conv2d[conv]/conv2d_0"; -"674 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/Conv2d[conv]/conv2d_0" -> "677 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/BatchNorm2d[bn]/batch_norm_0"; -"675 Mixed_7b.branch3x3_2a.bn.weight" -> "677 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/BatchNorm2d[bn]/batch_norm_0"; -"676 Mixed_7b.branch3x3_2a.bn.bias" -> "677 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/BatchNorm2d[bn]/batch_norm_0"; -"677 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/BatchNorm2d[bn]/batch_norm_0" -> "678 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/relu__0"; -"678 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/relu__0" -> "679 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/SymmetricQuantizer/symmetric_quantize_0"; -"679 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2a]/SymmetricQuantizer/symmetric_quantize_0" -> "688 Inception3/InceptionE[Mixed_7b]/cat_0"; -"680 Mixed_7b.branch3x3_2b.conv.weight" -> "681 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"681 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "682 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/Conv2d[conv]/conv2d_0"; -"682 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/Conv2d[conv]/conv2d_0" -> "685 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/BatchNorm2d[bn]/batch_norm_0"; -"683 Mixed_7b.branch3x3_2b.bn.weight" -> "685 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/BatchNorm2d[bn]/batch_norm_0"; -"684 Mixed_7b.branch3x3_2b.bn.bias" -> "685 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/BatchNorm2d[bn]/batch_norm_0"; -"685 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/BatchNorm2d[bn]/batch_norm_0" -> "686 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/relu__0"; -"686 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/relu__0" -> "687 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/SymmetricQuantizer/symmetric_quantize_0"; -"687 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3_2b]/SymmetricQuantizer/symmetric_quantize_0" -> "688 Inception3/InceptionE[Mixed_7b]/cat_0"; -"688 Inception3/InceptionE[Mixed_7b]/cat_0" -> "732 Inception3/InceptionE[Mixed_7b]/cat_2"; -"689 Mixed_7b.branch3x3dbl_1.conv.weight" -> "690 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"690 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "691 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0"; -"691 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0" -> "694 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"692 Mixed_7b.branch3x3dbl_1.bn.weight" -> "694 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"693 Mixed_7b.branch3x3dbl_1.bn.bias" -> "694 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; -"694 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0" -> "695 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_1]/relu__0"; -"695 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_1]/relu__0" -> "696 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_1]/SymmetricQuantizer/symmetric_quantize_0"; -"696 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_1]/SymmetricQuantizer/symmetric_quantize_0" -> "699 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0"; -"697 Mixed_7b.branch3x3dbl_2.conv.weight" -> "698 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"698 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "699 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0"; -"699 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0" -> "702 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"700 Mixed_7b.branch3x3dbl_2.bn.weight" -> "702 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"701 Mixed_7b.branch3x3dbl_2.bn.bias" -> "702 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; -"702 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0" -> "703 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/relu__0"; -"703 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/relu__0" -> "704 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0"; -"704 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "707 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/Conv2d[conv]/conv2d_0"; -"704 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "715 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/Conv2d[conv]/conv2d_0"; -"705 Mixed_7b.branch3x3dbl_3a.conv.weight" -> "706 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"706 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "707 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/Conv2d[conv]/conv2d_0"; -"707 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/Conv2d[conv]/conv2d_0" -> "710 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/BatchNorm2d[bn]/batch_norm_0"; -"708 Mixed_7b.branch3x3dbl_3a.bn.weight" -> "710 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/BatchNorm2d[bn]/batch_norm_0"; -"709 Mixed_7b.branch3x3dbl_3a.bn.bias" -> "710 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/BatchNorm2d[bn]/batch_norm_0"; -"710 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/BatchNorm2d[bn]/batch_norm_0" -> "711 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/relu__0"; -"711 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/relu__0" -> "712 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/SymmetricQuantizer/symmetric_quantize_0"; -"712 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3a]/SymmetricQuantizer/symmetric_quantize_0" -> "721 Inception3/InceptionE[Mixed_7b]/cat_1"; -"713 Mixed_7b.branch3x3dbl_3b.conv.weight" -> "714 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"714 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "715 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/Conv2d[conv]/conv2d_0"; -"715 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/Conv2d[conv]/conv2d_0" -> "718 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/BatchNorm2d[bn]/batch_norm_0"; -"716 Mixed_7b.branch3x3dbl_3b.bn.weight" -> "718 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/BatchNorm2d[bn]/batch_norm_0"; -"717 Mixed_7b.branch3x3dbl_3b.bn.bias" -> "718 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/BatchNorm2d[bn]/batch_norm_0"; -"718 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/BatchNorm2d[bn]/batch_norm_0" -> "719 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/relu__0"; -"719 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/relu__0" -> "720 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/SymmetricQuantizer/symmetric_quantize_0"; -"720 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch3x3dbl_3b]/SymmetricQuantizer/symmetric_quantize_0" -> "721 Inception3/InceptionE[Mixed_7b]/cat_1"; -"721 Inception3/InceptionE[Mixed_7b]/cat_1" -> "732 Inception3/InceptionE[Mixed_7b]/cat_2"; -"722 Inception3/InceptionE[Mixed_7b]/avg_pool2d_0" -> "723 Inception3/InceptionE[Mixed_7b]/SymmetricQuantizer/symmetric_quantize_0"; -"723 Inception3/InceptionE[Mixed_7b]/SymmetricQuantizer/symmetric_quantize_0" -> "726 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; -"724 Mixed_7b.branch_pool.conv.weight" -> "725 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; -"725 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "726 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; -"726 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0" -> "729 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"727 Mixed_7b.branch_pool.bn.weight" -> "729 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"728 Mixed_7b.branch_pool.bn.bias" -> "729 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; -"729 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0" -> "730 Inception3/InceptionE[Mixed_7b]/BasicConv2d[branch_pool]/relu__0"; 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+"233 Mixed_5d.branch_pool.conv.weight" -> "234 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; +"234 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "235 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; +"235 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0" -> "238 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; +"236 Mixed_5d.branch_pool.bn.weight" -> "238 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; +"237 Mixed_5d.branch_pool.bn.bias" -> "238 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; +"238 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0" -> "239 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/relu__0"; +"239 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/relu__0" -> "240 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0"; +"240 Inception3/InceptionA[Mixed_5d]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0" -> "241 Inception3/InceptionA[Mixed_5d]/cat_0"; +"241 Inception3/InceptionA[Mixed_5d]/cat_0" -> "244 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/Conv2d[conv]/conv2d_0"; +"241 Inception3/InceptionA[Mixed_5d]/cat_0" -> "252 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0"; +"241 Inception3/InceptionA[Mixed_5d]/cat_0" -> "274 Inception3/InceptionB[Mixed_6a]/max_pool2d_0"; +"242 Mixed_6a.branch3x3.conv.weight" -> "243 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; +"243 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "244 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/Conv2d[conv]/conv2d_0"; +"244 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/Conv2d[conv]/conv2d_0" -> "247 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/BatchNorm2d[bn]/batch_norm_0"; +"245 Mixed_6a.branch3x3.bn.weight" -> "247 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/BatchNorm2d[bn]/batch_norm_0"; +"246 Mixed_6a.branch3x3.bn.bias" -> "247 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/BatchNorm2d[bn]/batch_norm_0"; +"247 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/BatchNorm2d[bn]/batch_norm_0" -> "248 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/relu__0"; +"248 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/relu__0" -> "249 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/SymmetricQuantizer/symmetric_quantize_0"; +"249 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3]/SymmetricQuantizer/symmetric_quantize_0" -> "275 Inception3/InceptionB[Mixed_6a]/cat_0"; +"250 Mixed_6a.branch3x3dbl_1.conv.weight" -> "251 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; +"251 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "252 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0"; +"252 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/Conv2d[conv]/conv2d_0" -> "255 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; +"253 Mixed_6a.branch3x3dbl_1.bn.weight" -> "255 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; +"254 Mixed_6a.branch3x3dbl_1.bn.bias" -> "255 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0"; +"255 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/BatchNorm2d[bn]/batch_norm_0" -> "256 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/relu__0"; +"256 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/relu__0" -> "257 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/SymmetricQuantizer/symmetric_quantize_0"; +"257 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_1]/SymmetricQuantizer/symmetric_quantize_0" -> "260 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0"; 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+"270 Mixed_6a.branch3x3dbl_3.bn.bias" -> "271 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0"; +"271 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/BatchNorm2d[bn]/batch_norm_0" -> "272 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/relu__0"; +"272 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/relu__0" -> "273 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/SymmetricQuantizer/symmetric_quantize_0"; +"273 Inception3/InceptionB[Mixed_6a]/BasicConv2d[branch3x3dbl_3]/SymmetricQuantizer/symmetric_quantize_0" -> "275 Inception3/InceptionB[Mixed_6a]/cat_0"; +"274 Inception3/InceptionB[Mixed_6a]/max_pool2d_0" -> "275 Inception3/InceptionB[Mixed_6a]/cat_0"; +"275 Inception3/InceptionB[Mixed_6a]/cat_0" -> "278 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch1x1]/Conv2d[conv]/conv2d_0"; +"275 Inception3/InceptionB[Mixed_6a]/cat_0" -> "286 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7_1]/Conv2d[conv]/conv2d_0"; 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+"320 Mixed_6b.branch7x7dbl_2.bn.bias" -> "321 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0"; +"321 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/BatchNorm2d[bn]/batch_norm_0" -> "322 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/relu__0"; +"322 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/relu__0" -> "323 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/SymmetricQuantizer/symmetric_quantize_0"; +"323 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "326 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0"; +"324 Mixed_6b.branch7x7dbl_3.conv.weight" -> "325 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; +"325 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "326 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0"; +"326 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/Conv2d[conv]/conv2d_0" -> "329 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; +"327 Mixed_6b.branch7x7dbl_3.bn.weight" -> "329 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; +"328 Mixed_6b.branch7x7dbl_3.bn.bias" -> "329 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0"; +"329 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/BatchNorm2d[bn]/batch_norm_0" -> "330 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/relu__0"; +"330 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/relu__0" -> "331 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/SymmetricQuantizer/symmetric_quantize_0"; +"331 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_3]/SymmetricQuantizer/symmetric_quantize_0" -> "334 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0"; +"332 Mixed_6b.branch7x7dbl_4.conv.weight" -> "333 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; +"333 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "334 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0"; +"334 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/Conv2d[conv]/conv2d_0" -> "337 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0"; +"335 Mixed_6b.branch7x7dbl_4.bn.weight" -> "337 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0"; +"336 Mixed_6b.branch7x7dbl_4.bn.bias" -> "337 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0"; +"337 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/BatchNorm2d[bn]/batch_norm_0" -> "338 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_4]/relu__0"; 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+"344 Mixed_6b.branch7x7dbl_5.bn.bias" -> "345 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0"; +"345 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/BatchNorm2d[bn]/batch_norm_0" -> "346 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/relu__0"; +"346 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/relu__0" -> "347 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/SymmetricQuantizer/symmetric_quantize_0"; +"347 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch7x7dbl_5]/SymmetricQuantizer/symmetric_quantize_0" -> "358 Inception3/InceptionC[Mixed_6b]/cat_0"; +"348 Inception3/InceptionC[Mixed_6b]/avg_pool2d_0" -> "349 Inception3/InceptionC[Mixed_6b]/SymmetricQuantizer/symmetric_quantize_0"; +"349 Inception3/InceptionC[Mixed_6b]/SymmetricQuantizer/symmetric_quantize_0" -> "352 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; +"350 Mixed_6b.branch_pool.conv.weight" -> "351 Inception3/InceptionC[Mixed_6b]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; 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+"774 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_1]/relu__0" -> "775 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_1]/SymmetricQuantizer/symmetric_quantize_0"; +"775 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_1]/SymmetricQuantizer/symmetric_quantize_0" -> "778 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0"; +"776 Mixed_7c.branch3x3dbl_2.conv.weight" -> "777 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; +"777 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "778 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0"; +"778 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/Conv2d[conv]/conv2d_0" -> "781 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; +"779 Mixed_7c.branch3x3dbl_2.bn.weight" -> "781 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; +"780 Mixed_7c.branch3x3dbl_2.bn.bias" -> "781 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0"; +"781 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/BatchNorm2d[bn]/batch_norm_0" -> "782 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/relu__0"; +"782 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/relu__0" -> "783 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0"; +"783 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "786 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/Conv2d[conv]/conv2d_0"; +"783 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_2]/SymmetricQuantizer/symmetric_quantize_0" -> "794 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/Conv2d[conv]/conv2d_0"; +"784 Mixed_7c.branch3x3dbl_3a.conv.weight" -> "785 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; +"785 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "786 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/Conv2d[conv]/conv2d_0"; +"786 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/Conv2d[conv]/conv2d_0" -> "789 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/BatchNorm2d[bn]/batch_norm_0"; +"787 Mixed_7c.branch3x3dbl_3a.bn.weight" -> "789 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/BatchNorm2d[bn]/batch_norm_0"; +"788 Mixed_7c.branch3x3dbl_3a.bn.bias" -> "789 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/BatchNorm2d[bn]/batch_norm_0"; +"789 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/BatchNorm2d[bn]/batch_norm_0" -> "790 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/relu__0"; +"790 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/relu__0" -> "791 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/SymmetricQuantizer/symmetric_quantize_0"; +"791 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3a]/SymmetricQuantizer/symmetric_quantize_0" -> "800 Inception3/InceptionE[Mixed_7c]/cat_1"; +"792 Mixed_7c.branch3x3dbl_3b.conv.weight" -> "793 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; +"793 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "794 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/Conv2d[conv]/conv2d_0"; +"794 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/Conv2d[conv]/conv2d_0" -> "797 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/BatchNorm2d[bn]/batch_norm_0"; +"795 Mixed_7c.branch3x3dbl_3b.bn.weight" -> "797 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/BatchNorm2d[bn]/batch_norm_0"; +"796 Mixed_7c.branch3x3dbl_3b.bn.bias" -> "797 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/BatchNorm2d[bn]/batch_norm_0"; +"797 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/BatchNorm2d[bn]/batch_norm_0" -> "798 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/relu__0"; +"798 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/relu__0" -> "799 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/SymmetricQuantizer/symmetric_quantize_0"; +"799 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch3x3dbl_3b]/SymmetricQuantizer/symmetric_quantize_0" -> "800 Inception3/InceptionE[Mixed_7c]/cat_1"; +"800 Inception3/InceptionE[Mixed_7c]/cat_1" -> "811 Inception3/InceptionE[Mixed_7c]/cat_2"; +"801 Inception3/InceptionE[Mixed_7c]/avg_pool2d_0" -> "802 Inception3/InceptionE[Mixed_7c]/SymmetricQuantizer/symmetric_quantize_0"; +"802 Inception3/InceptionE[Mixed_7c]/SymmetricQuantizer/symmetric_quantize_0" -> "805 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; +"803 Mixed_7c.branch_pool.conv.weight" -> "804 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0"; +"804 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/Conv2d[conv]/SymmetricQuantizer/symmetric_quantize_0" -> "805 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0"; +"805 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/Conv2d[conv]/conv2d_0" -> "808 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; +"806 Mixed_7c.branch_pool.bn.weight" -> "808 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; +"807 Mixed_7c.branch_pool.bn.bias" -> "808 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0"; +"808 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/BatchNorm2d[bn]/batch_norm_0" -> "809 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/relu__0"; +"809 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/relu__0" -> "810 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0"; +"810 Inception3/InceptionE[Mixed_7c]/BasicConv2d[branch_pool]/SymmetricQuantizer/symmetric_quantize_0" -> "811 Inception3/InceptionE[Mixed_7c]/cat_2"; +"811 Inception3/InceptionE[Mixed_7c]/cat_2" -> "812 Inception3/adaptive_avg_pool2d_0"; +"812 Inception3/adaptive_avg_pool2d_0" -> "813 Inception3/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[Inception3/adaptive_avg_pool2d_0|OUTPUT]/symmetric_quantize_0"; +"813 Inception3/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[Inception3/adaptive_avg_pool2d_0|OUTPUT]/symmetric_quantize_0" -> "814 Inception3/dropout_0"; +"814 Inception3/dropout_0" -> "815 Inception3/view_0"; +"815 Inception3/view_0" -> "819 Inception3/Linear[fc]/linear_0"; +"816 fc.weight" -> "818 Inception3/Linear[fc]/SymmetricQuantizer/symmetric_quantize_0"; +"817 fc.bias" -> "819 Inception3/Linear[fc]/linear_0"; +"818 Inception3/Linear[fc]/SymmetricQuantizer/symmetric_quantize_0" -> "819 Inception3/Linear[fc]/linear_0"; +"819 Inception3/Linear[fc]/linear_0" -> "820 /nncf_model_output_0"; } diff --git a/tests/torch/data/reference_graphs/quantized/ptq/symmetric/shufflenetv2.dot b/tests/torch/data/reference_graphs/quantized/ptq/symmetric/shufflenetv2.dot index f29d6b3fcca..fc466b22033 100644 --- a/tests/torch/data/reference_graphs/quantized/ptq/symmetric/shufflenetv2.dot +++ b/tests/torch/data/reference_graphs/quantized/ptq/symmetric/shufflenetv2.dot @@ -23,94 +23,94 @@ strict digraph { "21 layer1.0.bn2.bias" [id=21, type=nncf_model_const]; "22 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn2]/batch_norm_0" [id=22, type=batch_norm]; "23 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/relu_0" [id=23, type=relu]; -"24 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=24, type=symmetric_quantize]; -"25 layer1.0.conv3.weight" [id=25, type=nncf_model_const]; -"26 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" [id=26, type=symmetric_quantize]; -"27 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv3]/conv2d_0" [id=27, type=conv2d]; -"28 layer1.0.bn3.weight" [id=28, type=nncf_model_const]; -"29 layer1.0.bn3.bias" [id=29, type=nncf_model_const]; -"30 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0" [id=30, type=batch_norm]; -"31 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/relu_1" [id=31, type=relu]; -"32 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=32, type=symmetric_quantize]; -"33 layer1.0.conv4.weight" [id=33, type=nncf_model_const]; -"34 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv4]/SymmetricQuantizer/symmetric_quantize_0" [id=34, type=symmetric_quantize]; -"35 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv4]/conv2d_0" [id=35, type=conv2d]; -"36 layer1.0.bn4.weight" [id=36, type=nncf_model_const]; -"37 layer1.0.bn4.bias" [id=37, type=nncf_model_const]; -"38 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0" [id=38, type=batch_norm]; -"39 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn4]/SymmetricQuantizer/symmetric_quantize_0" [id=39, type=symmetric_quantize]; -"40 layer1.0.conv5.weight" [id=40, type=nncf_model_const]; -"41 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv5]/SymmetricQuantizer/symmetric_quantize_0" [id=41, type=symmetric_quantize]; -"42 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv5]/conv2d_0" [id=42, type=conv2d]; -"43 layer1.0.bn5.weight" [id=43, type=nncf_model_const]; -"44 layer1.0.bn5.bias" [id=44, type=nncf_model_const]; -"45 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0" [id=45, type=batch_norm]; -"46 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/relu_2" [id=46, type=relu]; -"47 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=47, type=symmetric_quantize]; -"48 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/cat_0" [id=48, type=cat]; -"49 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/ShuffleBlock[shuffle]/view_0" [id=49, type=view]; -"50 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/ShuffleBlock[shuffle]/permute_0" [id=50, type=permute]; -"51 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/ShuffleBlock[shuffle]/reshape_0" [id=51, type=reshape]; -"52 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/SplitBlock[split]/__getitem___0" [id=52, type=__getitem__]; -"53 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/SplitBlock[split]/__getitem___1" [id=53, type=__getitem__]; -"54 layer1.1.conv1.weight" [id=54, type=nncf_model_const]; -"55 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" [id=55, type=symmetric_quantize]; -"56 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/Conv2d[conv1]/conv2d_0" [id=56, type=conv2d]; -"57 layer1.1.bn1.weight" [id=57, type=nncf_model_const]; -"58 layer1.1.bn1.bias" [id=58, type=nncf_model_const]; -"59 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0" [id=59, type=batch_norm]; -"60 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/relu_0" [id=60, type=relu]; -"61 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=61, type=symmetric_quantize]; -"62 layer1.1.conv2.weight" [id=62, type=nncf_model_const]; -"63 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=63, type=symmetric_quantize]; -"64 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/Conv2d[conv2]/conv2d_0" [id=64, type=conv2d]; -"65 layer1.1.bn2.weight" [id=65, type=nncf_model_const]; -"66 layer1.1.bn2.bias" [id=66, type=nncf_model_const]; -"67 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0" [id=67, type=batch_norm]; -"68 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" [id=68, type=symmetric_quantize]; -"69 layer1.1.conv3.weight" [id=69, type=nncf_model_const]; -"70 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" [id=70, type=symmetric_quantize]; -"71 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/Conv2d[conv3]/conv2d_0" [id=71, type=conv2d]; -"72 layer1.1.bn3.weight" [id=72, type=nncf_model_const]; -"73 layer1.1.bn3.bias" [id=73, type=nncf_model_const]; -"74 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0" [id=74, type=batch_norm]; -"75 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/relu_1" [id=75, type=relu]; -"76 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=76, type=symmetric_quantize]; -"77 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/cat_0" [id=77, type=cat]; -"78 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/ShuffleBlock[shuffle]/view_0" [id=78, type=view]; -"79 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/ShuffleBlock[shuffle]/permute_0" [id=79, type=permute]; -"80 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/ShuffleBlock[shuffle]/reshape_0" [id=80, type=reshape]; -"81 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/SplitBlock[split]/__getitem___0" [id=81, type=__getitem__]; -"82 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/SplitBlock[split]/__getitem___1" [id=82, type=__getitem__]; -"83 layer1.2.conv1.weight" [id=83, type=nncf_model_const]; -"84 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" [id=84, type=symmetric_quantize]; -"85 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/Conv2d[conv1]/conv2d_0" [id=85, type=conv2d]; -"86 layer1.2.bn1.weight" [id=86, type=nncf_model_const]; -"87 layer1.2.bn1.bias" [id=87, type=nncf_model_const]; -"88 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0" [id=88, type=batch_norm]; -"89 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/relu_0" [id=89, type=relu]; -"90 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_0" [id=90, type=symmetric_quantize]; -"91 layer1.2.conv2.weight" [id=91, type=nncf_model_const]; -"92 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=92, type=symmetric_quantize]; -"93 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/Conv2d[conv2]/conv2d_0" [id=93, type=conv2d]; -"94 layer1.2.bn2.weight" [id=94, type=nncf_model_const]; -"95 layer1.2.bn2.bias" [id=95, type=nncf_model_const]; -"96 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0" [id=96, type=batch_norm]; -"97 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" [id=97, type=symmetric_quantize]; -"98 layer1.2.conv3.weight" [id=98, type=nncf_model_const]; -"99 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" [id=99, type=symmetric_quantize]; -"100 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/Conv2d[conv3]/conv2d_0" [id=100, type=conv2d]; -"101 layer1.2.bn3.weight" [id=101, type=nncf_model_const]; -"102 layer1.2.bn3.bias" [id=102, type=nncf_model_const]; -"103 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0" [id=103, type=batch_norm]; -"104 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/relu_1" [id=104, type=relu]; -"105 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_1" [id=105, type=symmetric_quantize]; -"106 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/cat_0" [id=106, type=cat]; -"107 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/ShuffleBlock[shuffle]/view_0" [id=107, type=view]; -"108 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/ShuffleBlock[shuffle]/permute_0" [id=108, type=permute]; -"109 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0" [id=109, type=reshape]; -"110 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/SplitBlock[split]/__getitem___0" [id=110, type=__getitem__]; -"111 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/SplitBlock[split]/__getitem___1" [id=111, type=__getitem__]; +"24 layer1.0.conv3.weight" [id=24, type=nncf_model_const]; +"25 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" [id=25, type=symmetric_quantize]; +"26 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv3]/conv2d_0" [id=26, type=conv2d]; +"27 layer1.0.bn3.weight" [id=27, type=nncf_model_const]; +"28 layer1.0.bn3.bias" [id=28, type=nncf_model_const]; 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-"471 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" [id=471, type=symmetric_quantize]; -"472 layer3.2.conv3.weight" [id=472, type=nncf_model_const]; -"473 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" [id=473, type=symmetric_quantize]; -"474 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/conv2d_0" [id=474, type=conv2d]; -"475 layer3.2.bn3.weight" [id=475, type=nncf_model_const]; -"476 layer3.2.bn3.bias" [id=476, type=nncf_model_const]; -"477 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0" [id=477, type=batch_norm]; -"478 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/relu_1" [id=478, type=relu]; -"479 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_1" [id=479, type=symmetric_quantize]; -"480 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/cat_0" [id=480, type=cat]; -"481 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/view_0" [id=481, type=view]; -"482 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/permute_0" [id=482, type=permute]; -"483 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0" [id=483, type=reshape]; -"484 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/__getitem___0" [id=484, type=__getitem__]; -"485 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/__getitem___1" [id=485, type=__getitem__]; +"398 layer3.0.conv3.weight" [id=398, type=nncf_model_const]; +"399 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" [id=399, type=symmetric_quantize]; +"400 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv3]/conv2d_0" [id=400, type=conv2d]; +"401 layer3.0.bn3.weight" [id=401, type=nncf_model_const]; +"402 layer3.0.bn3.bias" [id=402, type=nncf_model_const]; +"403 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0" [id=403, type=batch_norm]; +"404 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_1" [id=404, type=relu]; +"405 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=405, type=symmetric_quantize]; +"406 layer3.0.conv4.weight" [id=406, type=nncf_model_const]; +"407 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv4]/SymmetricQuantizer/symmetric_quantize_0" [id=407, type=symmetric_quantize]; +"408 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv4]/conv2d_0" [id=408, type=conv2d]; +"409 layer3.0.bn4.weight" [id=409, type=nncf_model_const]; +"410 layer3.0.bn4.bias" [id=410, type=nncf_model_const]; +"411 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0" [id=411, type=batch_norm]; +"412 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/SymmetricQuantizer/symmetric_quantize_0" [id=412, type=symmetric_quantize]; +"413 layer3.0.conv5.weight" [id=413, type=nncf_model_const]; +"414 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv5]/SymmetricQuantizer/symmetric_quantize_0" [id=414, type=symmetric_quantize]; +"415 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv5]/conv2d_0" [id=415, type=conv2d]; +"416 layer3.0.bn5.weight" [id=416, type=nncf_model_const]; +"417 layer3.0.bn5.bias" [id=417, type=nncf_model_const]; +"418 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0" [id=418, type=batch_norm]; +"419 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_2" [id=419, type=relu]; +"420 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/cat_0" [id=420, type=cat]; +"421 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/view_0" [id=421, type=view]; +"422 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/permute_0" [id=422, type=permute]; +"423 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/reshape_0" [id=423, type=reshape]; +"424 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/__getitem___0" [id=424, type=__getitem__]; +"425 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/__getitem___1" [id=425, type=__getitem__]; +"426 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0" [id=426, type=symmetric_quantize]; +"427 layer3.1.conv1.weight" [id=427, type=nncf_model_const]; +"428 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" [id=428, type=symmetric_quantize]; +"429 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv1]/conv2d_0" [id=429, type=conv2d]; +"430 layer3.1.bn1.weight" [id=430, type=nncf_model_const]; +"431 layer3.1.bn1.bias" [id=431, type=nncf_model_const]; +"432 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0" [id=432, type=batch_norm]; +"433 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/relu_0" [id=433, type=relu]; +"434 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=434, type=symmetric_quantize]; +"435 layer3.1.conv2.weight" [id=435, type=nncf_model_const]; +"436 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=436, type=symmetric_quantize]; +"437 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv2]/conv2d_0" [id=437, type=conv2d]; +"438 layer3.1.bn2.weight" [id=438, type=nncf_model_const]; +"439 layer3.1.bn2.bias" [id=439, type=nncf_model_const]; +"440 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0" [id=440, type=batch_norm]; +"441 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" [id=441, type=symmetric_quantize]; +"442 layer3.1.conv3.weight" [id=442, type=nncf_model_const]; +"443 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" [id=443, type=symmetric_quantize]; +"444 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv3]/conv2d_0" [id=444, type=conv2d]; +"445 layer3.1.bn3.weight" [id=445, type=nncf_model_const]; +"446 layer3.1.bn3.bias" [id=446, type=nncf_model_const]; +"447 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0" [id=447, type=batch_norm]; +"448 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/relu_1" [id=448, type=relu]; +"449 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/cat_0" [id=449, type=cat]; +"450 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/view_0" [id=450, type=view]; +"451 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/permute_0" [id=451, type=permute]; +"452 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/reshape_0" [id=452, type=reshape]; +"453 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/__getitem___0" [id=453, type=__getitem__]; +"454 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/__getitem___1" [id=454, type=__getitem__]; +"455 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0" [id=455, type=symmetric_quantize]; +"456 layer3.2.conv1.weight" [id=456, type=nncf_model_const]; +"457 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" [id=457, type=symmetric_quantize]; +"458 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv1]/conv2d_0" [id=458, type=conv2d]; +"459 layer3.2.bn1.weight" [id=459, type=nncf_model_const]; +"460 layer3.2.bn1.bias" [id=460, type=nncf_model_const]; +"461 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0" [id=461, type=batch_norm]; +"462 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/relu_0" [id=462, type=relu]; +"463 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_0" [id=463, type=symmetric_quantize]; +"464 layer3.2.conv2.weight" [id=464, type=nncf_model_const]; +"465 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=465, type=symmetric_quantize]; +"466 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv2]/conv2d_0" [id=466, type=conv2d]; +"467 layer3.2.bn2.weight" [id=467, type=nncf_model_const]; +"468 layer3.2.bn2.bias" [id=468, type=nncf_model_const]; +"469 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0" [id=469, type=batch_norm]; +"470 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" [id=470, type=symmetric_quantize]; +"471 layer3.2.conv3.weight" [id=471, type=nncf_model_const]; +"472 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" [id=472, type=symmetric_quantize]; +"473 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/conv2d_0" [id=473, type=conv2d]; +"474 layer3.2.bn3.weight" [id=474, type=nncf_model_const]; +"475 layer3.2.bn3.bias" [id=475, type=nncf_model_const]; +"476 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0" [id=476, type=batch_norm]; +"477 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/relu_1" [id=477, type=relu]; +"478 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/cat_0" [id=478, type=cat]; +"479 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/view_0" [id=479, type=view]; +"480 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/permute_0" [id=480, type=permute]; +"481 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0" [id=481, type=reshape]; +"482 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/__getitem___0" [id=482, type=__getitem__]; +"483 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0" [id=483, type=symmetric_quantize]; +"484 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/__getitem___1" [id=484, type=__getitem__]; +"485 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_1" [id=485, type=symmetric_quantize]; "486 layer3.3.conv1.weight" [id=486, type=nncf_model_const]; "487 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" [id=487, type=symmetric_quantize]; "488 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/Conv2d[conv1]/conv2d_0" [id=488, type=conv2d]; @@ -538,7 +538,7 @@ strict digraph { "7 ShuffleNetV2/BatchNorm2d[bn1]/batch_norm_0" -> "8 ShuffleNetV2/relu_0"; "8 ShuffleNetV2/relu_0" -> "9 ShuffleNetV2/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[ShuffleNetV2/relu_0|OUTPUT]/symmetric_quantize_0"; "9 ShuffleNetV2/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[ShuffleNetV2/relu_0|OUTPUT]/symmetric_quantize_0" -> "12 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv1]/conv2d_0"; -"9 ShuffleNetV2/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[ShuffleNetV2/relu_0|OUTPUT]/symmetric_quantize_0" -> "27 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv3]/conv2d_0"; +"9 ShuffleNetV2/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[ShuffleNetV2/relu_0|OUTPUT]/symmetric_quantize_0" -> "26 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv3]/conv2d_0"; "10 layer1.0.conv1.weight" -> "11 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; "11 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "12 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv1]/conv2d_0"; "12 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv1]/conv2d_0" -> "15 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn1]/batch_norm_0"; @@ -552,98 +552,98 @@ strict digraph { "20 layer1.0.bn2.weight" -> "22 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn2]/batch_norm_0"; "21 layer1.0.bn2.bias" -> "22 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn2]/batch_norm_0"; "22 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn2]/batch_norm_0" -> "23 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/relu_0"; -"23 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/relu_0" -> "24 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; -"24 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "48 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/cat_0"; -"25 layer1.0.conv3.weight" -> "26 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; -"26 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "27 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv3]/conv2d_0"; -"27 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv3]/conv2d_0" -> "30 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0"; -"28 layer1.0.bn3.weight" -> "30 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0"; -"29 layer1.0.bn3.bias" -> "30 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0"; -"30 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0" -> "31 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/relu_1"; -"31 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/relu_1" -> "32 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; -"32 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "35 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv4]/conv2d_0"; -"33 layer1.0.conv4.weight" -> "34 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv4]/SymmetricQuantizer/symmetric_quantize_0"; -"34 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv4]/SymmetricQuantizer/symmetric_quantize_0" -> "35 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv4]/conv2d_0"; -"35 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv4]/conv2d_0" -> "38 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0"; -"36 layer1.0.bn4.weight" -> "38 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0"; -"37 layer1.0.bn4.bias" -> "38 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0"; -"38 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0" -> "39 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn4]/SymmetricQuantizer/symmetric_quantize_0"; -"39 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn4]/SymmetricQuantizer/symmetric_quantize_0" -> "42 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv5]/conv2d_0"; -"40 layer1.0.conv5.weight" -> "41 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv5]/SymmetricQuantizer/symmetric_quantize_0"; -"41 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv5]/SymmetricQuantizer/symmetric_quantize_0" -> "42 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv5]/conv2d_0"; -"42 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/Conv2d[conv5]/conv2d_0" -> "45 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0"; -"43 layer1.0.bn5.weight" -> "45 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0"; -"44 layer1.0.bn5.bias" -> "45 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0"; -"45 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0" -> "46 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/relu_2"; -"46 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/relu_2" -> "47 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; -"47 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "48 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/cat_0"; -"48 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/cat_0" -> "49 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/ShuffleBlock[shuffle]/view_0"; -"49 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/ShuffleBlock[shuffle]/view_0" -> "50 ShuffleNetV2/Sequential[layer1]/DownBlock[0]/ShuffleBlock[shuffle]/permute_0"; 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-"56 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/Conv2d[conv1]/conv2d_0" -> "59 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0"; -"57 layer1.1.bn1.weight" -> "59 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0"; -"58 layer1.1.bn1.bias" -> "59 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0"; -"59 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0" -> "60 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/relu_0"; -"60 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/relu_0" -> "61 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; -"61 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "64 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/Conv2d[conv2]/conv2d_0"; -"62 layer1.1.conv2.weight" -> "63 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"63 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "64 ShuffleNetV2/Sequential[layer1]/BasicBlock[1]/Conv2d[conv2]/conv2d_0"; 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+"92 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/Conv2d[conv2]/conv2d_0" -> "95 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0"; +"93 layer1.2.bn2.weight" -> "95 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0"; +"94 layer1.2.bn2.bias" -> "95 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0"; +"95 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0" -> "96 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0"; +"96 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" -> "99 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/Conv2d[conv3]/conv2d_0"; +"97 layer1.2.conv3.weight" -> "98 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; +"98 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "99 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/Conv2d[conv3]/conv2d_0"; +"99 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/Conv2d[conv3]/conv2d_0" -> "102 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0"; +"100 layer1.2.bn3.weight" -> "102 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0"; +"101 layer1.2.bn3.bias" -> "102 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0"; +"102 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0" -> "103 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/relu_1"; +"103 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/relu_1" -> "104 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/cat_0"; +"104 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/cat_0" -> "105 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/ShuffleBlock[shuffle]/view_0"; +"105 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/ShuffleBlock[shuffle]/view_0" -> "106 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/ShuffleBlock[shuffle]/permute_0"; +"106 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/ShuffleBlock[shuffle]/permute_0" -> "107 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0"; +"107 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0" -> "108 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/SplitBlock[split]/__getitem___0"; +"107 ShuffleNetV2/Sequential[layer1]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0" -> "110 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/SplitBlock[split]/__getitem___1"; +"108 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/SplitBlock[split]/__getitem___0" -> "109 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0"; +"109 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0" -> "135 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/cat_0"; +"110 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/SplitBlock[split]/__getitem___1" -> "111 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_1"; +"111 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_1" -> "114 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/Conv2d[conv1]/conv2d_0"; "112 layer1.3.conv1.weight" -> "113 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; "113 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "114 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/Conv2d[conv1]/conv2d_0"; "114 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/Conv2d[conv1]/conv2d_0" -> "117 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/BatchNorm2d[bn1]/batch_norm_0"; @@ -671,7 +671,7 @@ strict digraph { "136 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/ShuffleBlock[shuffle]/view_0" -> "137 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/ShuffleBlock[shuffle]/permute_0"; "137 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/ShuffleBlock[shuffle]/permute_0" -> "138 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/ShuffleBlock[shuffle]/reshape_0"; "138 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/ShuffleBlock[shuffle]/reshape_0" -> "141 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/Conv2d[conv1]/conv2d_0"; -"138 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/ShuffleBlock[shuffle]/reshape_0" -> "156 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/Conv2d[conv3]/conv2d_0"; +"138 ShuffleNetV2/Sequential[layer1]/BasicBlock[3]/ShuffleBlock[shuffle]/reshape_0" -> "155 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/Conv2d[conv3]/conv2d_0"; "139 layer2.0.conv1.weight" -> "140 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; "140 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "141 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/Conv2d[conv1]/conv2d_0"; "141 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/Conv2d[conv1]/conv2d_0" -> "144 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/BatchNorm2d[bn1]/batch_norm_0"; @@ -685,218 +685,218 @@ strict digraph { "149 layer2.0.bn2.weight" -> "151 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/BatchNorm2d[bn2]/batch_norm_0"; "150 layer2.0.bn2.bias" -> "151 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/BatchNorm2d[bn2]/batch_norm_0"; "151 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/BatchNorm2d[bn2]/batch_norm_0" -> "152 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/relu_0"; -"152 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/relu_0" -> "153 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; -"153 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "177 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/cat_0"; -"154 layer2.0.conv3.weight" -> "155 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; -"155 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "156 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/Conv2d[conv3]/conv2d_0"; -"156 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/Conv2d[conv3]/conv2d_0" -> "159 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0"; -"157 layer2.0.bn3.weight" -> "159 ShuffleNetV2/Sequential[layer2]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0"; 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-"193 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/Conv2d[conv2]/conv2d_0" -> "196 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0"; -"194 layer2.1.bn2.weight" -> "196 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0"; -"195 layer2.1.bn2.bias" -> "196 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0"; -"196 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0" -> "197 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0"; -"197 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" -> "200 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/Conv2d[conv3]/conv2d_0"; -"198 layer2.1.conv3.weight" -> "199 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; -"199 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "200 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/Conv2d[conv3]/conv2d_0"; -"200 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/Conv2d[conv3]/conv2d_0" -> "203 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0"; -"201 layer2.1.bn3.weight" -> "203 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0"; -"202 layer2.1.bn3.bias" -> "203 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0"; -"203 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0" -> "204 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/relu_1"; -"204 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/relu_1" -> "205 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; -"205 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "206 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/cat_0"; -"206 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/cat_0" -> "207 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/ShuffleBlock[shuffle]/view_0"; -"207 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/ShuffleBlock[shuffle]/view_0" -> "208 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/ShuffleBlock[shuffle]/permute_0"; -"208 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/ShuffleBlock[shuffle]/permute_0" -> "209 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/ShuffleBlock[shuffle]/reshape_0"; -"209 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/ShuffleBlock[shuffle]/reshape_0" -> "210 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/SplitBlock[split]/__getitem___0"; -"209 ShuffleNetV2/Sequential[layer2]/BasicBlock[1]/ShuffleBlock[shuffle]/reshape_0" -> "211 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/SplitBlock[split]/__getitem___1"; -"210 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/SplitBlock[split]/__getitem___0" -> "235 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/cat_0"; -"211 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/SplitBlock[split]/__getitem___1" -> "214 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv1]/conv2d_0"; -"212 layer2.2.conv1.weight" -> "213 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; -"213 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "214 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv1]/conv2d_0"; -"214 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv1]/conv2d_0" -> "217 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0"; -"215 layer2.2.bn1.weight" -> "217 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0"; -"216 layer2.2.bn1.bias" -> "217 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0"; -"217 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0" -> "218 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/relu_0"; -"218 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/relu_0" -> "219 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_0"; -"219 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_0" -> "222 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv2]/conv2d_0"; -"220 layer2.2.conv2.weight" -> "221 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"221 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "222 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv2]/conv2d_0"; -"222 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv2]/conv2d_0" -> "225 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0"; -"223 layer2.2.bn2.weight" -> "225 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0"; -"224 layer2.2.bn2.bias" -> "225 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0"; -"225 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0" -> "226 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0"; -"226 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" -> "229 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv3]/conv2d_0"; -"227 layer2.2.conv3.weight" -> "228 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; -"228 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "229 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv3]/conv2d_0"; -"229 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/Conv2d[conv3]/conv2d_0" -> "232 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0"; -"230 layer2.2.bn3.weight" -> "232 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0"; -"231 layer2.2.bn3.bias" -> "232 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0"; -"232 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0" -> "233 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/relu_1"; -"233 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/relu_1" -> "234 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_1"; -"234 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_1" -> "235 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/cat_0"; -"235 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/cat_0" -> "236 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/ShuffleBlock[shuffle]/view_0"; -"236 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/ShuffleBlock[shuffle]/view_0" -> "237 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/ShuffleBlock[shuffle]/permute_0"; -"237 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/ShuffleBlock[shuffle]/permute_0" -> "238 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0"; -"238 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0" -> "239 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/SplitBlock[split]/__getitem___0"; -"238 ShuffleNetV2/Sequential[layer2]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0" -> "240 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/SplitBlock[split]/__getitem___1"; -"239 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/SplitBlock[split]/__getitem___0" -> "264 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/cat_0"; -"240 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/SplitBlock[split]/__getitem___1" -> "243 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv1]/conv2d_0"; -"241 layer2.3.conv1.weight" -> "242 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; -"242 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "243 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv1]/conv2d_0"; -"243 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv1]/conv2d_0" -> "246 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn1]/batch_norm_0"; -"244 layer2.3.bn1.weight" -> "246 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn1]/batch_norm_0"; -"245 layer2.3.bn1.bias" -> "246 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn1]/batch_norm_0"; -"246 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn1]/batch_norm_0" -> "247 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/relu_0"; -"247 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/relu_0" -> "248 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/SymmetricQuantizer/symmetric_quantize_0"; -"248 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/SymmetricQuantizer/symmetric_quantize_0" -> "251 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv2]/conv2d_0"; -"249 layer2.3.conv2.weight" -> "250 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"250 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "251 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv2]/conv2d_0"; -"251 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv2]/conv2d_0" -> "254 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn2]/batch_norm_0"; -"252 layer2.3.bn2.weight" -> "254 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn2]/batch_norm_0"; -"253 layer2.3.bn2.bias" -> "254 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn2]/batch_norm_0"; -"254 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn2]/batch_norm_0" -> "255 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0"; -"255 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" -> "258 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv3]/conv2d_0"; -"256 layer2.3.conv3.weight" -> "257 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; -"257 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "258 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv3]/conv2d_0"; -"258 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/Conv2d[conv3]/conv2d_0" -> "261 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn3]/batch_norm_0"; -"259 layer2.3.bn3.weight" -> "261 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn3]/batch_norm_0"; -"260 layer2.3.bn3.bias" -> "261 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn3]/batch_norm_0"; -"261 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/BatchNorm2d[bn3]/batch_norm_0" -> "262 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/relu_1"; -"262 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/relu_1" -> "263 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/SymmetricQuantizer/symmetric_quantize_1"; -"263 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/SymmetricQuantizer/symmetric_quantize_1" -> "264 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/cat_0"; -"264 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/cat_0" -> "265 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/ShuffleBlock[shuffle]/view_0"; -"265 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/ShuffleBlock[shuffle]/view_0" -> "266 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/ShuffleBlock[shuffle]/permute_0"; -"266 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/ShuffleBlock[shuffle]/permute_0" -> "267 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/ShuffleBlock[shuffle]/reshape_0"; -"267 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/ShuffleBlock[shuffle]/reshape_0" -> "268 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/SplitBlock[split]/__getitem___0"; -"267 ShuffleNetV2/Sequential[layer2]/BasicBlock[3]/ShuffleBlock[shuffle]/reshape_0" -> "269 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/SplitBlock[split]/__getitem___1"; -"268 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/SplitBlock[split]/__getitem___0" -> "293 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/cat_0"; -"269 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/SplitBlock[split]/__getitem___1" -> "272 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv1]/conv2d_0"; -"270 layer2.4.conv1.weight" -> "271 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; -"271 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "272 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv1]/conv2d_0"; -"272 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv1]/conv2d_0" -> "275 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/BatchNorm2d[bn1]/batch_norm_0"; -"273 layer2.4.bn1.weight" -> "275 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/BatchNorm2d[bn1]/batch_norm_0"; -"274 layer2.4.bn1.bias" -> "275 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/BatchNorm2d[bn1]/batch_norm_0"; -"275 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/BatchNorm2d[bn1]/batch_norm_0" -> "276 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/relu_0"; -"276 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/relu_0" -> "277 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/SymmetricQuantizer/symmetric_quantize_0"; -"277 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/SymmetricQuantizer/symmetric_quantize_0" -> "280 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv2]/conv2d_0"; -"278 layer2.4.conv2.weight" -> "279 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"279 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "280 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv2]/conv2d_0"; -"280 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv2]/conv2d_0" -> "283 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/BatchNorm2d[bn2]/batch_norm_0"; -"281 layer2.4.bn2.weight" -> "283 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/BatchNorm2d[bn2]/batch_norm_0"; -"282 layer2.4.bn2.bias" -> "283 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/BatchNorm2d[bn2]/batch_norm_0"; -"283 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/BatchNorm2d[bn2]/batch_norm_0" -> "284 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0"; -"284 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" -> "287 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv3]/conv2d_0"; -"285 layer2.4.conv3.weight" -> "286 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; -"286 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "287 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/Conv2d[conv3]/conv2d_0"; 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-"295 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/ShuffleBlock[shuffle]/permute_0" -> "296 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/ShuffleBlock[shuffle]/reshape_0"; -"296 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/ShuffleBlock[shuffle]/reshape_0" -> "297 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SplitBlock[split]/__getitem___0"; -"296 ShuffleNetV2/Sequential[layer2]/BasicBlock[4]/ShuffleBlock[shuffle]/reshape_0" -> "298 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SplitBlock[split]/__getitem___1"; -"297 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SplitBlock[split]/__getitem___0" -> "322 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/cat_0"; -"298 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SplitBlock[split]/__getitem___1" -> "301 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv1]/conv2d_0"; -"299 layer2.5.conv1.weight" -> "300 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; -"300 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "301 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv1]/conv2d_0"; -"301 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv1]/conv2d_0" -> "304 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn1]/batch_norm_0"; -"302 layer2.5.bn1.weight" -> "304 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn1]/batch_norm_0"; -"303 layer2.5.bn1.bias" -> "304 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn1]/batch_norm_0"; -"304 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn1]/batch_norm_0" -> "305 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/relu_0"; -"305 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/relu_0" -> "306 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SymmetricQuantizer/symmetric_quantize_0"; -"306 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SymmetricQuantizer/symmetric_quantize_0" -> "309 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv2]/conv2d_0"; -"307 layer2.5.conv2.weight" -> "308 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"308 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "309 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv2]/conv2d_0"; -"309 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv2]/conv2d_0" -> "312 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn2]/batch_norm_0"; -"310 layer2.5.bn2.weight" -> "312 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn2]/batch_norm_0"; -"311 layer2.5.bn2.bias" -> "312 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn2]/batch_norm_0"; -"312 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn2]/batch_norm_0" -> "313 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0"; -"313 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" -> "316 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv3]/conv2d_0"; -"314 layer2.5.conv3.weight" -> "315 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; -"315 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "316 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv3]/conv2d_0"; -"316 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv3]/conv2d_0" -> "319 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn3]/batch_norm_0"; -"317 layer2.5.bn3.weight" -> "319 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn3]/batch_norm_0"; -"318 layer2.5.bn3.bias" -> "319 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn3]/batch_norm_0"; -"319 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn3]/batch_norm_0" -> "320 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/relu_1"; -"320 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/relu_1" -> "321 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SymmetricQuantizer/symmetric_quantize_1"; -"321 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SymmetricQuantizer/symmetric_quantize_1" -> "322 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/cat_0"; -"322 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/cat_0" -> "323 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/view_0"; -"323 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/view_0" -> "324 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/permute_0"; -"324 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/permute_0" -> "325 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/reshape_0"; -"325 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/reshape_0" -> "326 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SplitBlock[split]/__getitem___0"; -"325 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/reshape_0" -> "327 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SplitBlock[split]/__getitem___1"; -"326 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SplitBlock[split]/__getitem___0" -> "351 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/cat_0"; -"327 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SplitBlock[split]/__getitem___1" -> "330 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv1]/conv2d_0"; -"328 layer2.6.conv1.weight" -> "329 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; -"329 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "330 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv1]/conv2d_0"; -"330 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv1]/conv2d_0" -> "333 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn1]/batch_norm_0"; -"331 layer2.6.bn1.weight" -> "333 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn1]/batch_norm_0"; -"332 layer2.6.bn1.bias" -> "333 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn1]/batch_norm_0"; -"333 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn1]/batch_norm_0" -> "334 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/relu_0"; -"334 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/relu_0" -> "335 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SymmetricQuantizer/symmetric_quantize_0"; -"335 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SymmetricQuantizer/symmetric_quantize_0" -> "338 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv2]/conv2d_0"; -"336 layer2.6.conv2.weight" -> "337 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"337 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "338 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv2]/conv2d_0"; 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+"295 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SplitBlock[split]/__getitem___0" -> "320 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/cat_0"; +"296 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SplitBlock[split]/__getitem___1" -> "297 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0"; +"297 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0" -> "300 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv1]/conv2d_0"; +"298 layer2.5.conv1.weight" -> "299 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; +"299 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "300 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv1]/conv2d_0"; +"300 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv1]/conv2d_0" -> "303 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn1]/batch_norm_0"; +"301 layer2.5.bn1.weight" -> "303 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn1]/batch_norm_0"; +"302 layer2.5.bn1.bias" -> "303 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn1]/batch_norm_0"; +"303 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn1]/batch_norm_0" -> "304 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/relu_0"; +"304 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/relu_0" -> "305 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SymmetricQuantizer/symmetric_quantize_0"; +"305 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/SymmetricQuantizer/symmetric_quantize_0" -> "308 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv2]/conv2d_0"; +"306 layer2.5.conv2.weight" -> "307 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"307 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "308 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv2]/conv2d_0"; 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+"315 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/Conv2d[conv3]/conv2d_0" -> "318 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn3]/batch_norm_0"; +"316 layer2.5.bn3.weight" -> "318 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn3]/batch_norm_0"; +"317 layer2.5.bn3.bias" -> "318 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn3]/batch_norm_0"; +"318 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/BatchNorm2d[bn3]/batch_norm_0" -> "319 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/relu_1"; +"319 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/relu_1" -> "320 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/cat_0"; +"320 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/cat_0" -> "321 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/view_0"; +"321 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/view_0" -> "322 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/permute_0"; +"322 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/permute_0" -> "323 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/reshape_0"; +"323 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/reshape_0" -> "324 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SplitBlock[split]/__getitem___0"; +"323 ShuffleNetV2/Sequential[layer2]/BasicBlock[5]/ShuffleBlock[shuffle]/reshape_0" -> "325 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SplitBlock[split]/__getitem___1"; +"324 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SplitBlock[split]/__getitem___0" -> "349 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/cat_0"; +"325 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SplitBlock[split]/__getitem___1" -> "326 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0"; +"326 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0" -> "329 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv1]/conv2d_0"; +"327 layer2.6.conv1.weight" -> "328 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; +"328 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "329 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv1]/conv2d_0"; +"329 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv1]/conv2d_0" -> "332 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn1]/batch_norm_0"; +"330 layer2.6.bn1.weight" -> "332 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn1]/batch_norm_0"; +"331 layer2.6.bn1.bias" -> "332 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn1]/batch_norm_0"; +"332 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn1]/batch_norm_0" -> "333 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/relu_0"; +"333 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/relu_0" -> "334 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SymmetricQuantizer/symmetric_quantize_0"; +"334 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/SymmetricQuantizer/symmetric_quantize_0" -> "337 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv2]/conv2d_0"; +"335 layer2.6.conv2.weight" -> "336 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"336 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "337 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv2]/conv2d_0"; +"337 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv2]/conv2d_0" -> "340 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn2]/batch_norm_0"; +"338 layer2.6.bn2.weight" -> "340 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn2]/batch_norm_0"; +"339 layer2.6.bn2.bias" -> "340 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn2]/batch_norm_0"; +"340 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn2]/batch_norm_0" -> "341 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0"; +"341 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" -> "344 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv3]/conv2d_0"; +"342 layer2.6.conv3.weight" -> "343 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; +"343 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "344 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv3]/conv2d_0"; +"344 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/Conv2d[conv3]/conv2d_0" -> "347 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn3]/batch_norm_0"; +"345 layer2.6.bn3.weight" -> "347 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn3]/batch_norm_0"; +"346 layer2.6.bn3.bias" -> "347 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn3]/batch_norm_0"; +"347 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/BatchNorm2d[bn3]/batch_norm_0" -> "348 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/relu_1"; +"348 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/relu_1" -> "349 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/cat_0"; +"349 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/cat_0" -> "350 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/ShuffleBlock[shuffle]/view_0"; +"350 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/ShuffleBlock[shuffle]/view_0" -> "351 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/ShuffleBlock[shuffle]/permute_0"; +"351 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/ShuffleBlock[shuffle]/permute_0" -> "352 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/ShuffleBlock[shuffle]/reshape_0"; +"352 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/ShuffleBlock[shuffle]/reshape_0" -> "353 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/SplitBlock[split]/__getitem___0"; +"352 ShuffleNetV2/Sequential[layer2]/BasicBlock[6]/ShuffleBlock[shuffle]/reshape_0" -> "355 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/SplitBlock[split]/__getitem___1"; +"353 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/SplitBlock[split]/__getitem___0" -> "354 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0"; +"354 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0" -> "380 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/cat_0"; +"355 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/SplitBlock[split]/__getitem___1" -> "356 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_1"; +"356 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_1" -> "359 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/Conv2d[conv1]/conv2d_0"; "357 layer2.7.conv1.weight" -> "358 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; "358 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "359 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/Conv2d[conv1]/conv2d_0"; "359 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/Conv2d[conv1]/conv2d_0" -> "362 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/BatchNorm2d[bn1]/batch_norm_0"; @@ -924,7 +924,7 @@ strict digraph { "381 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/ShuffleBlock[shuffle]/view_0" -> "382 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/ShuffleBlock[shuffle]/permute_0"; "382 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/ShuffleBlock[shuffle]/permute_0" -> "383 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/ShuffleBlock[shuffle]/reshape_0"; "383 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/ShuffleBlock[shuffle]/reshape_0" -> "386 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv1]/conv2d_0"; -"383 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/ShuffleBlock[shuffle]/reshape_0" -> "401 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv3]/conv2d_0"; +"383 ShuffleNetV2/Sequential[layer2]/BasicBlock[7]/ShuffleBlock[shuffle]/reshape_0" -> "400 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv3]/conv2d_0"; "384 layer3.0.conv1.weight" -> "385 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; "385 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "386 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv1]/conv2d_0"; "386 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv1]/conv2d_0" -> "389 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn1]/batch_norm_0"; @@ -938,98 +938,98 @@ strict digraph { "394 layer3.0.bn2.weight" -> "396 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn2]/batch_norm_0"; "395 layer3.0.bn2.bias" -> "396 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn2]/batch_norm_0"; "396 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn2]/batch_norm_0" -> "397 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_0"; -"397 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_0" -> "398 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; -"398 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "422 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/cat_0"; -"399 layer3.0.conv3.weight" -> "400 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; -"400 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "401 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv3]/conv2d_0"; -"401 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv3]/conv2d_0" -> "404 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0"; -"402 layer3.0.bn3.weight" -> "404 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0"; -"403 layer3.0.bn3.bias" -> "404 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0"; -"404 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0" -> "405 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_1"; -"405 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_1" -> "406 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; -"406 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "409 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv4]/conv2d_0"; -"407 layer3.0.conv4.weight" -> "408 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv4]/SymmetricQuantizer/symmetric_quantize_0"; -"408 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv4]/SymmetricQuantizer/symmetric_quantize_0" -> "409 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv4]/conv2d_0"; -"409 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv4]/conv2d_0" -> "412 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0"; -"410 layer3.0.bn4.weight" -> "412 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0"; -"411 layer3.0.bn4.bias" -> "412 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0"; -"412 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0" -> "413 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/SymmetricQuantizer/symmetric_quantize_0"; -"413 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/SymmetricQuantizer/symmetric_quantize_0" -> "416 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv5]/conv2d_0"; -"414 layer3.0.conv5.weight" -> "415 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv5]/SymmetricQuantizer/symmetric_quantize_0"; -"415 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv5]/SymmetricQuantizer/symmetric_quantize_0" -> "416 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv5]/conv2d_0"; -"416 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv5]/conv2d_0" -> "419 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0"; -"417 layer3.0.bn5.weight" -> "419 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0"; -"418 layer3.0.bn5.bias" -> "419 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0"; -"419 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0" -> "420 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_2"; -"420 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_2" -> "421 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; -"421 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "422 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/cat_0"; -"422 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/cat_0" -> "423 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/view_0"; -"423 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/view_0" -> "424 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/permute_0"; -"424 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/permute_0" -> "425 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/reshape_0"; -"425 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/reshape_0" -> "426 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/__getitem___0"; -"425 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/reshape_0" -> "427 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/__getitem___1"; -"426 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/__getitem___0" -> "451 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/cat_0"; -"427 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/__getitem___1" -> "430 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv1]/conv2d_0"; -"428 layer3.1.conv1.weight" -> "429 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; -"429 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "430 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv1]/conv2d_0"; -"430 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv1]/conv2d_0" -> "433 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0"; -"431 layer3.1.bn1.weight" -> "433 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0"; -"432 layer3.1.bn1.bias" -> "433 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0"; -"433 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0" -> "434 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/relu_0"; -"434 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/relu_0" -> "435 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; -"435 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "438 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv2]/conv2d_0"; -"436 layer3.1.conv2.weight" -> "437 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"437 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "438 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv2]/conv2d_0"; -"438 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv2]/conv2d_0" -> "441 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0"; -"439 layer3.1.bn2.weight" -> "441 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0"; -"440 layer3.1.bn2.bias" -> "441 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0"; -"441 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0" -> "442 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0"; -"442 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" -> "445 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv3]/conv2d_0"; -"443 layer3.1.conv3.weight" -> "444 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; -"444 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "445 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv3]/conv2d_0"; -"445 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv3]/conv2d_0" -> "448 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0"; -"446 layer3.1.bn3.weight" -> "448 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0"; -"447 layer3.1.bn3.bias" -> "448 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0"; -"448 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0" -> "449 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/relu_1"; -"449 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/relu_1" -> "450 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; -"450 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "451 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/cat_0"; -"451 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/cat_0" -> "452 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/view_0"; -"452 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/view_0" -> "453 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/permute_0"; -"453 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/permute_0" -> "454 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/reshape_0"; -"454 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/reshape_0" -> "455 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/__getitem___0"; -"454 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/reshape_0" -> "456 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/__getitem___1"; -"455 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/__getitem___0" -> "480 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/cat_0"; -"456 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/__getitem___1" -> "459 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv1]/conv2d_0"; -"457 layer3.2.conv1.weight" -> "458 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; -"458 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "459 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv1]/conv2d_0"; -"459 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv1]/conv2d_0" -> "462 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0"; -"460 layer3.2.bn1.weight" -> "462 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0"; -"461 layer3.2.bn1.bias" -> "462 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0"; -"462 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0" -> "463 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/relu_0"; -"463 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/relu_0" -> "464 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_0"; -"464 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_0" -> "467 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv2]/conv2d_0"; -"465 layer3.2.conv2.weight" -> "466 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"466 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "467 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv2]/conv2d_0"; -"467 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv2]/conv2d_0" -> "470 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0"; -"468 layer3.2.bn2.weight" -> "470 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0"; -"469 layer3.2.bn2.bias" -> "470 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0"; -"470 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0" -> "471 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0"; -"471 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" -> "474 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/conv2d_0"; -"472 layer3.2.conv3.weight" -> "473 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; -"473 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "474 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/conv2d_0"; -"474 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/conv2d_0" -> "477 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0"; -"475 layer3.2.bn3.weight" -> "477 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0"; -"476 layer3.2.bn3.bias" -> "477 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0"; -"477 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0" -> "478 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/relu_1"; -"478 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/relu_1" -> "479 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_1"; -"479 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_1" -> "480 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/cat_0"; -"480 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/cat_0" -> "481 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/view_0"; -"481 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/view_0" -> "482 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/permute_0"; -"482 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/permute_0" -> "483 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0"; -"483 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0" -> "484 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/__getitem___0"; -"483 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0" -> "485 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/__getitem___1"; -"484 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/__getitem___0" -> "509 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/cat_0"; -"485 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/__getitem___1" -> "488 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/Conv2d[conv1]/conv2d_0"; +"397 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_0" -> "420 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/cat_0"; +"398 layer3.0.conv3.weight" -> "399 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; +"399 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "400 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv3]/conv2d_0"; +"400 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv3]/conv2d_0" -> "403 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0"; +"401 layer3.0.bn3.weight" -> "403 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0"; +"402 layer3.0.bn3.bias" -> "403 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0"; +"403 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn3]/batch_norm_0" -> "404 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_1"; +"404 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_1" -> "405 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; +"405 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "408 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv4]/conv2d_0"; +"406 layer3.0.conv4.weight" -> "407 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv4]/SymmetricQuantizer/symmetric_quantize_0"; +"407 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv4]/SymmetricQuantizer/symmetric_quantize_0" -> "408 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv4]/conv2d_0"; +"408 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv4]/conv2d_0" -> "411 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0"; +"409 layer3.0.bn4.weight" -> "411 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0"; +"410 layer3.0.bn4.bias" -> "411 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0"; +"411 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/batch_norm_0" -> "412 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/SymmetricQuantizer/symmetric_quantize_0"; +"412 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn4]/SymmetricQuantizer/symmetric_quantize_0" -> "415 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv5]/conv2d_0"; +"413 layer3.0.conv5.weight" -> "414 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv5]/SymmetricQuantizer/symmetric_quantize_0"; +"414 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv5]/SymmetricQuantizer/symmetric_quantize_0" -> "415 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv5]/conv2d_0"; +"415 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/Conv2d[conv5]/conv2d_0" -> "418 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0"; +"416 layer3.0.bn5.weight" -> "418 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0"; +"417 layer3.0.bn5.bias" -> "418 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0"; +"418 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/BatchNorm2d[bn5]/batch_norm_0" -> "419 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_2"; +"419 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/relu_2" -> "420 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/cat_0"; +"420 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/cat_0" -> "421 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/view_0"; +"421 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/view_0" -> "422 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/permute_0"; +"422 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/permute_0" -> "423 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/reshape_0"; +"423 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/reshape_0" -> "424 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/__getitem___0"; +"423 ShuffleNetV2/Sequential[layer3]/DownBlock[0]/ShuffleBlock[shuffle]/reshape_0" -> "425 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/__getitem___1"; +"424 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/__getitem___0" -> "449 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/cat_0"; +"425 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/__getitem___1" -> "426 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0"; +"426 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0" -> "429 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv1]/conv2d_0"; +"427 layer3.1.conv1.weight" -> "428 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; +"428 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "429 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv1]/conv2d_0"; +"429 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv1]/conv2d_0" -> "432 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0"; +"430 layer3.1.bn1.weight" -> "432 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0"; +"431 layer3.1.bn1.bias" -> "432 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0"; +"432 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn1]/batch_norm_0" -> "433 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/relu_0"; +"433 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/relu_0" -> "434 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; +"434 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "437 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv2]/conv2d_0"; +"435 layer3.1.conv2.weight" -> "436 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"436 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "437 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv2]/conv2d_0"; +"437 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv2]/conv2d_0" -> "440 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0"; +"438 layer3.1.bn2.weight" -> "440 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0"; +"439 layer3.1.bn2.bias" -> "440 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0"; +"440 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/batch_norm_0" -> "441 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0"; +"441 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" -> "444 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv3]/conv2d_0"; +"442 layer3.1.conv3.weight" -> "443 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; +"443 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "444 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv3]/conv2d_0"; +"444 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/Conv2d[conv3]/conv2d_0" -> "447 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0"; +"445 layer3.1.bn3.weight" -> "447 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0"; +"446 layer3.1.bn3.bias" -> "447 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0"; +"447 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/BatchNorm2d[bn3]/batch_norm_0" -> "448 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/relu_1"; +"448 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/relu_1" -> "449 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/cat_0"; +"449 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/cat_0" -> "450 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/view_0"; +"450 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/view_0" -> "451 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/permute_0"; +"451 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/permute_0" -> "452 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/reshape_0"; +"452 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/reshape_0" -> "453 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/__getitem___0"; +"452 ShuffleNetV2/Sequential[layer3]/BasicBlock[1]/ShuffleBlock[shuffle]/reshape_0" -> "454 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/__getitem___1"; +"453 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/__getitem___0" -> "478 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/cat_0"; +"454 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/__getitem___1" -> "455 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0"; +"455 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0" -> "458 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv1]/conv2d_0"; +"456 layer3.2.conv1.weight" -> "457 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; +"457 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "458 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv1]/conv2d_0"; +"458 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv1]/conv2d_0" -> "461 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0"; +"459 layer3.2.bn1.weight" -> "461 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0"; +"460 layer3.2.bn1.bias" -> "461 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0"; +"461 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn1]/batch_norm_0" -> "462 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/relu_0"; +"462 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/relu_0" -> "463 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_0"; +"463 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/SymmetricQuantizer/symmetric_quantize_0" -> "466 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv2]/conv2d_0"; +"464 layer3.2.conv2.weight" -> "465 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"465 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "466 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv2]/conv2d_0"; +"466 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv2]/conv2d_0" -> "469 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0"; +"467 layer3.2.bn2.weight" -> "469 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0"; +"468 layer3.2.bn2.bias" -> "469 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0"; +"469 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/batch_norm_0" -> "470 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0"; +"470 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn2]/SymmetricQuantizer/symmetric_quantize_0" -> "473 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/conv2d_0"; +"471 layer3.2.conv3.weight" -> "472 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0"; +"472 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/SymmetricQuantizer/symmetric_quantize_0" -> "473 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/conv2d_0"; +"473 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/Conv2d[conv3]/conv2d_0" -> "476 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0"; +"474 layer3.2.bn3.weight" -> "476 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0"; +"475 layer3.2.bn3.bias" -> "476 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0"; +"476 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/BatchNorm2d[bn3]/batch_norm_0" -> "477 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/relu_1"; +"477 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/relu_1" -> "478 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/cat_0"; +"478 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/cat_0" -> "479 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/view_0"; +"479 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/view_0" -> "480 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/permute_0"; +"480 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/permute_0" -> "481 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0"; +"481 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0" -> "482 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/__getitem___0"; +"481 ShuffleNetV2/Sequential[layer3]/BasicBlock[2]/ShuffleBlock[shuffle]/reshape_0" -> "484 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/__getitem___1"; +"482 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/__getitem___0" -> "483 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0"; +"483 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_0" -> "509 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/cat_0"; +"484 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/__getitem___1" -> "485 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_1"; +"485 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/SplitBlock[split]/SymmetricQuantizer/symmetric_quantize_1" -> "488 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/Conv2d[conv1]/conv2d_0"; "486 layer3.3.conv1.weight" -> "487 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0"; "487 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/Conv2d[conv1]/SymmetricQuantizer/symmetric_quantize_0" -> "488 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/Conv2d[conv1]/conv2d_0"; "488 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/Conv2d[conv1]/conv2d_0" -> "491 ShuffleNetV2/Sequential[layer3]/BasicBlock[3]/BatchNorm2d[bn1]/batch_norm_0"; diff --git a/tests/torch/data/reference_graphs/quantized/ptq/symmetric/ssd_mobilenet.dot b/tests/torch/data/reference_graphs/quantized/ptq/symmetric/ssd_mobilenet.dot index 59cbd418897..da0c91e8fda 100644 --- a/tests/torch/data/reference_graphs/quantized/ptq/symmetric/ssd_mobilenet.dot +++ b/tests/torch/data/reference_graphs/quantized/ptq/symmetric/ssd_mobilenet.dot @@ -1,11 +1,11 @@ strict digraph { "0 /nncf_model_input_0" [id=0, type=nncf_model_input]; -"1 SymmetricQuantizer/symmetric_quantize_0" [id=1, type=symmetric_quantize]; -"2 MobileNetSSD/__getitem___0" [id=2, type=__getitem__]; -"3 MobileNetSSD/clone_0" [id=3, type=clone]; -"4 MobileNetSSD/unsqueeze_0" [id=4, type=unsqueeze]; -"5 basenet.0.0.weight" [id=5, type=nncf_model_const]; -"6 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=6, type=symmetric_quantize]; +"1 MobileNetSSD/__getitem___0" [id=1, type=__getitem__]; +"2 MobileNetSSD/clone_0" [id=2, type=clone]; +"3 MobileNetSSD/unsqueeze_0" [id=3, type=unsqueeze]; +"4 basenet.0.0.weight" [id=4, type=nncf_model_const]; +"5 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=5, type=symmetric_quantize]; +"6 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_1" [id=6, type=symmetric_quantize]; "7 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/conv2d_0" [id=7, type=conv2d]; "8 basenet.0.1.weight" [id=8, type=nncf_model_const]; "9 basenet.0.1.bias" [id=9, type=nncf_model_const]; @@ -372,13 +372,13 @@ strict digraph { "370 MobileNetSSD/SSDDetectionOutput[detection_head]/cat_1" [id=370, type=cat]; "371 MobileNetSSD/SSDDetectionOutput[detection_head]/view_12" [id=371, type=view]; "372 MobileNetSSD/SSDDetectionOutput[detection_head]/softmax_0" [id=372, type=softmax]; -"0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; -"1 SymmetricQuantizer/symmetric_quantize_0" -> "2 MobileNetSSD/__getitem___0"; -"1 SymmetricQuantizer/symmetric_quantize_0" -> "7 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/conv2d_0"; -"2 MobileNetSSD/__getitem___0" -> "3 MobileNetSSD/clone_0"; -"3 MobileNetSSD/clone_0" -> "4 MobileNetSSD/unsqueeze_0"; -"5 basenet.0.0.weight" -> "6 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; -"6 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "7 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/conv2d_0"; +"0 /nncf_model_input_0" -> "1 MobileNetSSD/__getitem___0"; +"0 /nncf_model_input_0" -> "5 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; +"1 MobileNetSSD/__getitem___0" -> "2 MobileNetSSD/clone_0"; +"2 MobileNetSSD/clone_0" -> "3 MobileNetSSD/unsqueeze_0"; +"4 basenet.0.0.weight" -> "6 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_1"; +"5 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "7 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/conv2d_0"; +"6 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_1" -> "7 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/conv2d_0"; "7 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/Conv2d[0]/conv2d_0" -> "10 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/BatchNorm2d[1]/batch_norm_0"; "8 basenet.0.1.weight" -> "10 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/BatchNorm2d[1]/batch_norm_0"; "9 basenet.0.1.bias" -> "10 MobileNetSSD/MultiOutputSequential[basenet]/Sequential[0]/BatchNorm2d[1]/batch_norm_0"; diff --git a/tests/torch/data/reference_graphs/quantized/ptq/symmetric/ssd_vgg.dot b/tests/torch/data/reference_graphs/quantized/ptq/symmetric/ssd_vgg.dot index 1ea8d4da1ad..ef3a706cf53 100644 --- a/tests/torch/data/reference_graphs/quantized/ptq/symmetric/ssd_vgg.dot +++ b/tests/torch/data/reference_graphs/quantized/ptq/symmetric/ssd_vgg.dot @@ -1,12 +1,12 @@ strict digraph { "0 /nncf_model_input_0" [id=0, type=nncf_model_input]; -"1 SymmetricQuantizer/symmetric_quantize_0" [id=1, type=symmetric_quantize]; -"2 SSD_VGG/__getitem___0" [id=2, type=__getitem__]; -"3 SSD_VGG/clone_0" [id=3, type=clone]; -"4 SSD_VGG/unsqueeze_0" [id=4, type=unsqueeze]; -"5 basenet.0.weight" [id=5, type=nncf_model_const]; -"6 basenet.0.bias" [id=6, type=nncf_model_const]; -"7 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=7, type=symmetric_quantize]; +"1 SSD_VGG/__getitem___0" [id=1, type=__getitem__]; +"2 SSD_VGG/clone_0" [id=2, type=clone]; +"3 SSD_VGG/unsqueeze_0" [id=3, type=unsqueeze]; +"4 basenet.0.weight" [id=4, type=nncf_model_const]; +"5 basenet.0.bias" [id=5, type=nncf_model_const]; +"6 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=6, type=symmetric_quantize]; +"7 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_1" [id=7, type=symmetric_quantize]; "8 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/conv2d_0" [id=8, type=conv2d]; "9 basenet.1.weight" [id=9, type=nncf_model_const]; "10 basenet.1.bias" [id=10, type=nncf_model_const]; @@ -322,14 +322,14 @@ strict digraph { "320 SSD_VGG/SSDDetectionOutput[detection_head]/cat_1" [id=320, type=cat]; "321 SSD_VGG/SSDDetectionOutput[detection_head]/view_12" [id=321, type=view]; "322 SSD_VGG/SSDDetectionOutput[detection_head]/softmax_0" [id=322, type=softmax]; -"0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; -"1 SymmetricQuantizer/symmetric_quantize_0" -> "2 SSD_VGG/__getitem___0"; -"1 SymmetricQuantizer/symmetric_quantize_0" -> "8 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/conv2d_0"; -"2 SSD_VGG/__getitem___0" -> "3 SSD_VGG/clone_0"; -"3 SSD_VGG/clone_0" -> "4 SSD_VGG/unsqueeze_0"; -"5 basenet.0.weight" -> "7 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; -"6 basenet.0.bias" -> "8 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/conv2d_0"; -"7 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "8 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/conv2d_0"; +"0 /nncf_model_input_0" -> "1 SSD_VGG/__getitem___0"; +"0 /nncf_model_input_0" -> "6 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; +"1 SSD_VGG/__getitem___0" -> "2 SSD_VGG/clone_0"; +"2 SSD_VGG/clone_0" -> "3 SSD_VGG/unsqueeze_0"; +"4 basenet.0.weight" -> "7 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_1"; +"5 basenet.0.bias" -> "8 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/conv2d_0"; +"6 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "8 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/conv2d_0"; +"7 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_1" -> "8 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/conv2d_0"; "8 SSD_VGG/MultiOutputSequential[basenet]/Conv2d[0]/conv2d_0" -> "11 SSD_VGG/MultiOutputSequential[basenet]/BatchNorm2d[1]/batch_norm_0"; "9 basenet.1.weight" -> "11 SSD_VGG/MultiOutputSequential[basenet]/BatchNorm2d[1]/batch_norm_0"; "10 basenet.1.bias" -> "11 SSD_VGG/MultiOutputSequential[basenet]/BatchNorm2d[1]/batch_norm_0"; diff --git a/tests/torch/data/reference_graphs/quantized/ptq/symmetric/unet.dot b/tests/torch/data/reference_graphs/quantized/ptq/symmetric/unet.dot index e3295ecdaab..51bedd257aa 100644 --- a/tests/torch/data/reference_graphs/quantized/ptq/symmetric/unet.dot +++ b/tests/torch/data/reference_graphs/quantized/ptq/symmetric/unet.dot @@ -18,7 +18,7 @@ strict digraph { "16 down_path.0.block.4.bias" [id=16, type=nncf_model_const]; "17 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/BatchNorm2d[4]/batch_norm_0" [id=17, type=batch_norm]; "18 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/ReLU[5]/relu_0" [id=18, type=relu]; -"19 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" [id=19, type=symmetric_quantize]; +"19 UNet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[UNet/max_pool2d_0|INPUT0]/symmetric_quantize_0" [id=19, type=symmetric_quantize]; "20 UNet/max_pool2d_0" [id=20, type=max_pool2d]; "21 down_path.1.block.0.weight" [id=21, type=nncf_model_const]; "22 down_path.1.block.0.bias" [id=22, type=nncf_model_const]; @@ -37,7 +37,7 @@ strict digraph { "35 down_path.1.block.4.bias" [id=35, type=nncf_model_const]; "36 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/BatchNorm2d[4]/batch_norm_0" [id=36, type=batch_norm]; "37 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/ReLU[5]/relu_0" [id=37, type=relu]; -"38 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" [id=38, type=symmetric_quantize]; +"38 UNet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[UNet/max_pool2d_1|INPUT0]/symmetric_quantize_0" [id=38, type=symmetric_quantize]; "39 UNet/max_pool2d_1" [id=39, type=max_pool2d]; "40 down_path.2.block.0.weight" [id=40, type=nncf_model_const]; "41 down_path.2.block.0.bias" [id=41, type=nncf_model_const]; @@ -56,7 +56,7 @@ strict digraph { "54 down_path.2.block.4.bias" [id=54, type=nncf_model_const]; "55 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/BatchNorm2d[4]/batch_norm_0" [id=55, type=batch_norm]; "56 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/ReLU[5]/relu_0" [id=56, type=relu]; -"57 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" [id=57, type=symmetric_quantize]; +"57 UNet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[UNet/max_pool2d_2|INPUT0]/symmetric_quantize_0" [id=57, type=symmetric_quantize]; "58 UNet/max_pool2d_2" [id=58, type=max_pool2d]; "59 down_path.3.block.0.weight" [id=59, type=nncf_model_const]; "60 down_path.3.block.0.bias" [id=60, type=nncf_model_const]; @@ -75,7 +75,7 @@ strict digraph { "73 down_path.3.block.4.bias" [id=73, type=nncf_model_const]; "74 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/BatchNorm2d[4]/batch_norm_0" [id=74, type=batch_norm]; "75 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/ReLU[5]/relu_0" [id=75, type=relu]; -"76 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" [id=76, type=symmetric_quantize]; +"76 UNet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[UNet/max_pool2d_3|INPUT0]/symmetric_quantize_0" [id=76, type=symmetric_quantize]; "77 UNet/max_pool2d_3" [id=77, type=max_pool2d]; "78 down_path.4.block.0.weight" [id=78, type=nncf_model_const]; "79 down_path.4.block.0.bias" [id=79, type=nncf_model_const]; @@ -101,105 +101,109 @@ strict digraph { "99 UNet/ModuleList[up_path]/UNetUpBlock[0]/ConvTranspose2d[up]/conv_transpose2d_0" [id=99, type=conv_transpose2d]; "100 UNet/ModuleList[up_path]/UNetUpBlock[0]/ConvTranspose2d[up]/SymmetricQuantizer/symmetric_quantize_1" [id=100, type=symmetric_quantize]; "101 UNet/ModuleList[up_path]/UNetUpBlock[0]/__getitem___0" [id=101, type=__getitem__]; -"102 UNet/ModuleList[up_path]/UNetUpBlock[0]/cat_0" [id=102, type=cat]; -"103 up_path.0.conv_block.block.0.weight" [id=103, type=nncf_model_const]; -"104 up_path.0.conv_block.block.0.bias" [id=104, type=nncf_model_const]; -"105 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=105, type=symmetric_quantize]; -"106 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0" [id=106, type=conv2d]; -"107 up_path.0.conv_block.block.1.weight" [id=107, type=nncf_model_const]; -"108 up_path.0.conv_block.block.1.bias" [id=108, type=nncf_model_const]; -"109 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0" [id=109, type=batch_norm]; 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+"201 last.bias" [id=201, type=nncf_model_const]; +"202 UNet/Conv2d[last]/SymmetricQuantizer/symmetric_quantize_0" [id=202, type=symmetric_quantize]; +"203 UNet/Conv2d[last]/conv2d_0" [id=203, type=conv2d]; +"204 /nncf_model_output_0" [id=204, type=nncf_model_output]; "0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; "1 SymmetricQuantizer/symmetric_quantize_0" -> "5 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/Conv2d[0]/conv2d_0"; "2 down_path.0.block.0.weight" -> "4 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; @@ -218,9 +222,9 @@ strict digraph { "15 down_path.0.block.4.weight" -> "17 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; "16 down_path.0.block.4.bias" -> "17 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; "17 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/BatchNorm2d[4]/batch_norm_0" -> "18 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/ReLU[5]/relu_0"; -"18 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/ReLU[5]/relu_0" -> "19 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0"; -"19 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" -> "20 UNet/max_pool2d_0"; -"19 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" -> "176 UNet/ModuleList[up_path]/UNetUpBlock[3]/__getitem___0"; +"18 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/ReLU[5]/relu_0" -> "19 UNet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[UNet/max_pool2d_0|INPUT0]/symmetric_quantize_0"; +"18 UNet/ModuleList[down_path]/UNetConvBlock[0]/Sequential[block]/ReLU[5]/relu_0" -> "179 UNet/ModuleList[up_path]/UNetUpBlock[3]/__getitem___0"; +"19 UNet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[UNet/max_pool2d_0|INPUT0]/symmetric_quantize_0" -> "20 UNet/max_pool2d_0"; "20 UNet/max_pool2d_0" -> "24 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/Conv2d[0]/conv2d_0"; "21 down_path.1.block.0.weight" -> "23 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; "22 down_path.1.block.0.bias" -> "24 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/Conv2d[0]/conv2d_0"; @@ -238,9 +242,9 @@ strict digraph { "34 down_path.1.block.4.weight" -> "36 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; "35 down_path.1.block.4.bias" -> "36 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; "36 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/BatchNorm2d[4]/batch_norm_0" -> "37 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/ReLU[5]/relu_0"; -"37 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/ReLU[5]/relu_0" -> "38 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0"; -"38 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" -> "39 UNet/max_pool2d_1"; -"38 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" -> "151 UNet/ModuleList[up_path]/UNetUpBlock[2]/__getitem___0"; +"37 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/ReLU[5]/relu_0" -> "38 UNet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[UNet/max_pool2d_1|INPUT0]/symmetric_quantize_0"; +"37 UNet/ModuleList[down_path]/UNetConvBlock[1]/Sequential[block]/ReLU[5]/relu_0" -> "153 UNet/ModuleList[up_path]/UNetUpBlock[2]/__getitem___0"; +"38 UNet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[UNet/max_pool2d_1|INPUT0]/symmetric_quantize_0" -> "39 UNet/max_pool2d_1"; "39 UNet/max_pool2d_1" -> "43 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/Conv2d[0]/conv2d_0"; "40 down_path.2.block.0.weight" -> "42 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; "41 down_path.2.block.0.bias" -> "43 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/Conv2d[0]/conv2d_0"; @@ -258,9 +262,9 @@ strict digraph { "53 down_path.2.block.4.weight" -> "55 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; "54 down_path.2.block.4.bias" -> "55 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; "55 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/BatchNorm2d[4]/batch_norm_0" -> "56 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/ReLU[5]/relu_0"; -"56 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/ReLU[5]/relu_0" -> "57 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0"; -"57 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" -> "58 UNet/max_pool2d_2"; -"57 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" -> "126 UNet/ModuleList[up_path]/UNetUpBlock[1]/__getitem___0"; +"56 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/ReLU[5]/relu_0" -> "57 UNet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[UNet/max_pool2d_2|INPUT0]/symmetric_quantize_0"; +"56 UNet/ModuleList[down_path]/UNetConvBlock[2]/Sequential[block]/ReLU[5]/relu_0" -> "127 UNet/ModuleList[up_path]/UNetUpBlock[1]/__getitem___0"; +"57 UNet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[UNet/max_pool2d_2|INPUT0]/symmetric_quantize_0" -> "58 UNet/max_pool2d_2"; "58 UNet/max_pool2d_2" -> "62 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/Conv2d[0]/conv2d_0"; "59 down_path.3.block.0.weight" -> "61 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; "60 down_path.3.block.0.bias" -> "62 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/Conv2d[0]/conv2d_0"; @@ -278,9 +282,9 @@ strict digraph { "72 down_path.3.block.4.weight" -> "74 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; "73 down_path.3.block.4.bias" -> "74 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; "74 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/BatchNorm2d[4]/batch_norm_0" -> "75 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/ReLU[5]/relu_0"; -"75 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/ReLU[5]/relu_0" -> "76 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0"; -"76 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" -> "77 UNet/max_pool2d_3"; -"76 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" -> "101 UNet/ModuleList[up_path]/UNetUpBlock[0]/__getitem___0"; +"75 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/ReLU[5]/relu_0" -> "76 UNet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[UNet/max_pool2d_3|INPUT0]/symmetric_quantize_0"; +"75 UNet/ModuleList[down_path]/UNetConvBlock[3]/Sequential[block]/ReLU[5]/relu_0" -> "101 UNet/ModuleList[up_path]/UNetUpBlock[0]/__getitem___0"; +"76 UNet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[UNet/max_pool2d_3|INPUT0]/symmetric_quantize_0" -> "77 UNet/max_pool2d_3"; "77 UNet/max_pool2d_3" -> "81 UNet/ModuleList[down_path]/UNetConvBlock[4]/Sequential[block]/Conv2d[0]/conv2d_0"; "78 down_path.4.block.0.weight" -> "80 UNet/ModuleList[down_path]/UNetConvBlock[4]/Sequential[block]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; "79 down_path.4.block.0.bias" -> "81 UNet/ModuleList[down_path]/UNetConvBlock[4]/Sequential[block]/Conv2d[0]/conv2d_0"; @@ -304,104 +308,108 @@ strict digraph { "97 up_path.0.up.bias" -> "99 UNet/ModuleList[up_path]/UNetUpBlock[0]/ConvTranspose2d[up]/conv_transpose2d_0"; "98 UNet/ModuleList[up_path]/UNetUpBlock[0]/ConvTranspose2d[up]/SymmetricQuantizer/symmetric_quantize_0" -> "99 UNet/ModuleList[up_path]/UNetUpBlock[0]/ConvTranspose2d[up]/conv_transpose2d_0"; "99 UNet/ModuleList[up_path]/UNetUpBlock[0]/ConvTranspose2d[up]/conv_transpose2d_0" -> "100 UNet/ModuleList[up_path]/UNetUpBlock[0]/ConvTranspose2d[up]/SymmetricQuantizer/symmetric_quantize_1"; -"100 UNet/ModuleList[up_path]/UNetUpBlock[0]/ConvTranspose2d[up]/SymmetricQuantizer/symmetric_quantize_1" -> "102 UNet/ModuleList[up_path]/UNetUpBlock[0]/cat_0"; -"101 UNet/ModuleList[up_path]/UNetUpBlock[0]/__getitem___0" -> "102 UNet/ModuleList[up_path]/UNetUpBlock[0]/cat_0"; -"102 UNet/ModuleList[up_path]/UNetUpBlock[0]/cat_0" -> "106 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0"; -"103 up_path.0.conv_block.block.0.weight" -> "105 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; -"104 up_path.0.conv_block.block.0.bias" -> "106 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0"; -"105 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "106 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0"; -"106 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0" -> "109 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0"; -"107 up_path.0.conv_block.block.1.weight" -> "109 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0"; -"108 up_path.0.conv_block.block.1.bias" -> "109 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0"; -"109 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0" -> "110 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[2]/relu_0"; -"110 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[2]/relu_0" -> "111 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; -"111 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "115 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/conv2d_0"; -"112 up_path.0.conv_block.block.3.weight" -> "114 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/SymmetricQuantizer/symmetric_quantize_0"; -"113 up_path.0.conv_block.block.3.bias" -> "115 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/conv2d_0"; -"114 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/SymmetricQuantizer/symmetric_quantize_0" -> "115 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/conv2d_0"; -"115 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/conv2d_0" -> "118 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; -"116 up_path.0.conv_block.block.4.weight" -> "118 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; -"117 up_path.0.conv_block.block.4.bias" -> "118 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; -"118 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[4]/batch_norm_0" -> "119 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[5]/relu_0"; -"119 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[5]/relu_0" -> "120 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0"; -"120 UNet/ModuleList[up_path]/UNetUpBlock[0]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" -> "124 UNet/ModuleList[up_path]/UNetUpBlock[1]/ConvTranspose2d[up]/conv_transpose2d_0"; -"121 up_path.1.up.weight" -> "123 UNet/ModuleList[up_path]/UNetUpBlock[1]/ConvTranspose2d[up]/SymmetricQuantizer/symmetric_quantize_0"; -"122 up_path.1.up.bias" -> "124 UNet/ModuleList[up_path]/UNetUpBlock[1]/ConvTranspose2d[up]/conv_transpose2d_0"; -"123 UNet/ModuleList[up_path]/UNetUpBlock[1]/ConvTranspose2d[up]/SymmetricQuantizer/symmetric_quantize_0" -> "124 UNet/ModuleList[up_path]/UNetUpBlock[1]/ConvTranspose2d[up]/conv_transpose2d_0"; -"124 UNet/ModuleList[up_path]/UNetUpBlock[1]/ConvTranspose2d[up]/conv_transpose2d_0" -> "125 UNet/ModuleList[up_path]/UNetUpBlock[1]/ConvTranspose2d[up]/SymmetricQuantizer/symmetric_quantize_1"; -"125 UNet/ModuleList[up_path]/UNetUpBlock[1]/ConvTranspose2d[up]/SymmetricQuantizer/symmetric_quantize_1" -> "127 UNet/ModuleList[up_path]/UNetUpBlock[1]/cat_0"; -"126 UNet/ModuleList[up_path]/UNetUpBlock[1]/__getitem___0" -> "127 UNet/ModuleList[up_path]/UNetUpBlock[1]/cat_0"; -"127 UNet/ModuleList[up_path]/UNetUpBlock[1]/cat_0" -> "131 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0"; -"128 up_path.1.conv_block.block.0.weight" -> "130 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; -"129 up_path.1.conv_block.block.0.bias" -> "131 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0"; -"130 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "131 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0"; -"131 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0" -> "134 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0"; -"132 up_path.1.conv_block.block.1.weight" -> "134 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0"; -"133 up_path.1.conv_block.block.1.bias" -> "134 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0"; -"134 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0" -> "135 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[2]/relu_0"; -"135 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[2]/relu_0" -> "136 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; -"136 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "140 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/conv2d_0"; -"137 up_path.1.conv_block.block.3.weight" -> "139 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/SymmetricQuantizer/symmetric_quantize_0"; -"138 up_path.1.conv_block.block.3.bias" -> "140 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/conv2d_0"; -"139 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/SymmetricQuantizer/symmetric_quantize_0" -> "140 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/conv2d_0"; -"140 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/conv2d_0" -> "143 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; -"141 up_path.1.conv_block.block.4.weight" -> "143 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; -"142 up_path.1.conv_block.block.4.bias" -> "143 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; -"143 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[4]/batch_norm_0" -> "144 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[5]/relu_0"; -"144 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[5]/relu_0" -> "145 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0"; -"145 UNet/ModuleList[up_path]/UNetUpBlock[1]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" -> "149 UNet/ModuleList[up_path]/UNetUpBlock[2]/ConvTranspose2d[up]/conv_transpose2d_0"; -"146 up_path.2.up.weight" -> "148 UNet/ModuleList[up_path]/UNetUpBlock[2]/ConvTranspose2d[up]/SymmetricQuantizer/symmetric_quantize_0"; -"147 up_path.2.up.bias" -> "149 UNet/ModuleList[up_path]/UNetUpBlock[2]/ConvTranspose2d[up]/conv_transpose2d_0"; -"148 UNet/ModuleList[up_path]/UNetUpBlock[2]/ConvTranspose2d[up]/SymmetricQuantizer/symmetric_quantize_0" -> "149 UNet/ModuleList[up_path]/UNetUpBlock[2]/ConvTranspose2d[up]/conv_transpose2d_0"; -"149 UNet/ModuleList[up_path]/UNetUpBlock[2]/ConvTranspose2d[up]/conv_transpose2d_0" -> "150 UNet/ModuleList[up_path]/UNetUpBlock[2]/ConvTranspose2d[up]/SymmetricQuantizer/symmetric_quantize_1"; -"150 UNet/ModuleList[up_path]/UNetUpBlock[2]/ConvTranspose2d[up]/SymmetricQuantizer/symmetric_quantize_1" -> "152 UNet/ModuleList[up_path]/UNetUpBlock[2]/cat_0"; -"151 UNet/ModuleList[up_path]/UNetUpBlock[2]/__getitem___0" -> "152 UNet/ModuleList[up_path]/UNetUpBlock[2]/cat_0"; -"152 UNet/ModuleList[up_path]/UNetUpBlock[2]/cat_0" -> "156 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0"; -"153 up_path.2.conv_block.block.0.weight" -> "155 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; -"154 up_path.2.conv_block.block.0.bias" -> "156 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0"; -"155 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "156 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0"; -"156 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[0]/conv2d_0" -> "159 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0"; -"157 up_path.2.conv_block.block.1.weight" -> "159 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0"; -"158 up_path.2.conv_block.block.1.bias" -> "159 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0"; -"159 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[1]/batch_norm_0" -> "160 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[2]/relu_0"; -"160 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[2]/relu_0" -> "161 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; -"161 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "165 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/conv2d_0"; -"162 up_path.2.conv_block.block.3.weight" -> "164 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/SymmetricQuantizer/symmetric_quantize_0"; -"163 up_path.2.conv_block.block.3.bias" -> "165 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/conv2d_0"; -"164 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/SymmetricQuantizer/symmetric_quantize_0" -> "165 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/conv2d_0"; -"165 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/Conv2d[3]/conv2d_0" -> "168 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; -"166 up_path.2.conv_block.block.4.weight" -> "168 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; -"167 up_path.2.conv_block.block.4.bias" -> "168 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[4]/batch_norm_0"; -"168 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/BatchNorm2d[4]/batch_norm_0" -> "169 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[5]/relu_0"; -"169 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[5]/relu_0" -> "170 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0"; -"170 UNet/ModuleList[up_path]/UNetUpBlock[2]/UNetConvBlock[conv_block]/Sequential[block]/ReLU[5]/SymmetricQuantizer/symmetric_quantize_0" -> "174 UNet/ModuleList[up_path]/UNetUpBlock[3]/ConvTranspose2d[up]/conv_transpose2d_0"; 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