diff --git a/tests/torch/data/reference_graphs/quantized/asymmetric/mobilenet_v3_small.dot b/tests/torch/data/reference_graphs/quantized/asymmetric/mobilenet_v3_small.dot index b6065127468..e73b13380e3 100644 --- a/tests/torch/data/reference_graphs/quantized/asymmetric/mobilenet_v3_small.dot +++ b/tests/torch/data/reference_graphs/quantized/asymmetric/mobilenet_v3_small.dot @@ -12,285 +12,240 @@ strict digraph { "10 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=10, type=relu_]; "11 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=11, type=asymmetric_quantize]; "12 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/adaptive_avg_pool2d_0" [id=12, type=adaptive_avg_pool2d]; -"13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=13, type=asymmetric_quantize]; -"14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=14, type=asymmetric_quantize]; -"15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0" [id=15, type=conv2d]; -"16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0" [id=16, type=relu_]; -"17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" [id=17, type=asymmetric_quantize]; -"18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=18, type=asymmetric_quantize]; -"19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0" [id=19, type=conv2d]; -"20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0" [id=20, type=hardsigmoid]; -"21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/AsymmetricQuantizer/asymmetric_quantize_1" [id=21, type=asymmetric_quantize]; -"22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0" [id=22, type=__mul__]; -"23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/AsymmetricQuantizer/asymmetric_quantize_2" [id=23, type=asymmetric_quantize]; -"24 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=24, type=asymmetric_quantize]; -"25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=25, type=conv2d]; -"26 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=26, type=batch_norm]; -"27 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=27, type=asymmetric_quantize]; -"28 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=28, type=asymmetric_quantize]; -"29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=29, type=conv2d]; -"30 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=30, type=batch_norm]; -"31 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=31, type=relu_]; -"32 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=32, type=asymmetric_quantize]; -"33 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=33, type=asymmetric_quantize]; -"34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=34, type=conv2d]; -"35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=35, type=batch_norm]; -"36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" [id=36, type=relu_]; -"37 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=37, type=asymmetric_quantize]; -"38 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=38, type=asymmetric_quantize]; -"39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=39, type=conv2d]; -"40 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=40, type=batch_norm]; -"41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=41, type=asymmetric_quantize]; -"42 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=42, type=asymmetric_quantize]; -"43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=43, type=conv2d]; -"44 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=44, type=batch_norm]; -"45 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=45, type=relu_]; -"46 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=46, type=asymmetric_quantize]; -"47 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=47, type=asymmetric_quantize]; -"48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=48, type=conv2d]; -"49 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=49, type=batch_norm]; -"50 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" [id=50, type=relu_]; -"51 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=51, type=asymmetric_quantize]; -"52 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=52, type=asymmetric_quantize]; -"53 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=53, type=conv2d]; -"54 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=54, type=batch_norm]; -"55 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=55, type=asymmetric_quantize]; -"56 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0" [id=56, type=__iadd__]; -"57 MobileNetV3/Sequential[features]/InvertedResidual[3]/AsymmetricQuantizer/asymmetric_quantize_0" [id=57, type=asymmetric_quantize]; -"58 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=58, type=asymmetric_quantize]; -"59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=59, type=conv2d]; -"60 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=60, type=batch_norm]; -"61 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=61, type=hardswish]; -"62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=62, type=asymmetric_quantize]; -"63 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=63, type=asymmetric_quantize]; -"64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=64, type=conv2d]; -"65 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=65, type=batch_norm]; -"66 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=66, type=hardswish]; -"67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=67, type=asymmetric_quantize]; -"68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=68, type=adaptive_avg_pool2d]; +"13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0" [id=13, type=conv2d]; +"14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0" [id=14, type=relu_]; +"15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0" [id=15, type=conv2d]; +"16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0" [id=16, type=hardsigmoid]; +"17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0" [id=17, type=__mul__]; +"18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=18, type=asymmetric_quantize]; +"19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=19, type=asymmetric_quantize]; +"20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=20, type=conv2d]; +"21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=21, type=batch_norm]; +"22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=22, type=asymmetric_quantize]; +"23 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=23, type=asymmetric_quantize]; +"24 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=24, type=conv2d]; +"25 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=25, type=batch_norm]; +"26 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=26, type=relu_]; +"27 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=27, type=asymmetric_quantize]; +"28 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=28, type=asymmetric_quantize]; +"29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=29, type=conv2d]; +"30 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=30, type=batch_norm]; +"31 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" [id=31, type=relu_]; +"32 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=32, type=asymmetric_quantize]; +"33 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=33, type=asymmetric_quantize]; +"34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=34, type=conv2d]; +"35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=35, type=batch_norm]; +"36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=36, type=asymmetric_quantize]; +"37 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=37, type=asymmetric_quantize]; +"38 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=38, type=conv2d]; +"39 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=39, type=batch_norm]; +"40 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=40, type=relu_]; +"41 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=41, type=asymmetric_quantize]; +"42 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=42, type=asymmetric_quantize]; +"43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=43, type=conv2d]; +"44 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=44, type=batch_norm]; +"45 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" [id=45, type=relu_]; +"46 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=46, type=asymmetric_quantize]; +"47 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=47, type=asymmetric_quantize]; +"48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=48, type=conv2d]; +"49 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=49, type=batch_norm]; +"50 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=50, type=asymmetric_quantize]; +"51 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0" [id=51, type=__iadd__]; +"52 MobileNetV3/Sequential[features]/InvertedResidual[3]/AsymmetricQuantizer/asymmetric_quantize_0" [id=52, type=asymmetric_quantize]; +"53 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=53, type=asymmetric_quantize]; +"54 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=54, type=conv2d]; +"55 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=55, type=batch_norm]; +"56 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=56, type=hardswish]; +"57 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=57, type=asymmetric_quantize]; +"58 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=58, type=asymmetric_quantize]; +"59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=59, type=conv2d]; +"60 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=60, type=batch_norm]; +"61 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=61, type=hardswish]; +"62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=62, type=asymmetric_quantize]; +"63 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=63, type=adaptive_avg_pool2d]; +"64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=64, type=conv2d]; +"65 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=65, type=relu_]; +"66 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=66, type=conv2d]; +"67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=67, type=hardsigmoid]; +"68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=68, type=__mul__]; "69 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=69, type=asymmetric_quantize]; -"70 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=70, type=asymmetric_quantize]; -"71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=71, type=conv2d]; -"72 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=72, type=relu_]; -"73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" [id=73, type=asymmetric_quantize]; -"74 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=74, type=asymmetric_quantize]; -"75 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=75, type=conv2d]; -"76 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=76, type=hardsigmoid]; -"77 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" [id=77, type=asymmetric_quantize]; -"78 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=78, type=__mul__]; -"79 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" [id=79, type=asymmetric_quantize]; -"80 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=80, type=asymmetric_quantize]; -"81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=81, type=conv2d]; -"82 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=82, type=batch_norm]; -"83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=83, type=asymmetric_quantize]; -"84 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=84, type=asymmetric_quantize]; -"85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=85, type=conv2d]; -"86 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=86, type=batch_norm]; -"87 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=87, type=hardswish]; -"88 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=88, type=asymmetric_quantize]; -"89 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=89, type=asymmetric_quantize]; -"90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=90, type=conv2d]; -"91 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=91, type=batch_norm]; -"92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=92, type=hardswish]; -"93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=93, type=asymmetric_quantize]; -"94 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=94, type=adaptive_avg_pool2d]; -"95 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=95, type=asymmetric_quantize]; -"96 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=96, type=asymmetric_quantize]; -"97 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=97, type=conv2d]; -"98 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=98, type=relu_]; -"99 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" [id=99, type=asymmetric_quantize]; -"100 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=100, type=asymmetric_quantize]; -"101 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=101, type=conv2d]; -"102 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=102, type=hardsigmoid]; -"103 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" [id=103, type=asymmetric_quantize]; -"104 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=104, type=__mul__]; -"105 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" [id=105, type=asymmetric_quantize]; -"106 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=106, type=asymmetric_quantize]; -"107 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=107, type=conv2d]; -"108 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=108, type=batch_norm]; -"109 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=109, type=asymmetric_quantize]; -"110 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0" [id=110, type=__iadd__]; -"111 MobileNetV3/Sequential[features]/InvertedResidual[5]/AsymmetricQuantizer/asymmetric_quantize_0" [id=111, type=asymmetric_quantize]; -"112 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=112, type=asymmetric_quantize]; -"113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=113, type=conv2d]; -"114 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=114, type=batch_norm]; -"115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=115, type=hardswish]; -"116 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=116, type=asymmetric_quantize]; -"117 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=117, type=asymmetric_quantize]; -"118 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=118, type=conv2d]; -"119 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=119, type=batch_norm]; -"120 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=120, type=hardswish]; -"121 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=121, type=asymmetric_quantize]; -"122 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=122, type=adaptive_avg_pool2d]; -"123 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=123, type=asymmetric_quantize]; -"124 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=124, type=asymmetric_quantize]; -"125 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=125, type=conv2d]; -"126 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=126, type=relu_]; -"127 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" [id=127, type=asymmetric_quantize]; -"128 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=128, type=asymmetric_quantize]; -"129 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=129, type=conv2d]; -"130 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=130, type=hardsigmoid]; -"131 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" [id=131, type=asymmetric_quantize]; -"132 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=132, type=__mul__]; -"133 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" [id=133, type=asymmetric_quantize]; -"134 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=134, type=asymmetric_quantize]; -"135 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=135, type=conv2d]; -"136 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=136, type=batch_norm]; -"137 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=137, type=asymmetric_quantize]; -"138 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0" [id=138, type=__iadd__]; -"139 MobileNetV3/Sequential[features]/InvertedResidual[6]/AsymmetricQuantizer/asymmetric_quantize_0" [id=139, type=asymmetric_quantize]; -"140 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=140, type=asymmetric_quantize]; -"141 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=141, type=conv2d]; -"142 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=142, type=batch_norm]; -"143 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=143, type=hardswish]; -"144 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=144, type=asymmetric_quantize]; -"145 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=145, type=asymmetric_quantize]; -"146 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=146, type=conv2d]; -"147 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=147, type=batch_norm]; -"148 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=148, type=hardswish]; -"149 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=149, type=asymmetric_quantize]; -"150 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=150, type=adaptive_avg_pool2d]; -"151 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=151, type=asymmetric_quantize]; -"152 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=152, type=asymmetric_quantize]; -"153 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=153, type=conv2d]; -"154 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=154, type=relu_]; -"155 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" [id=155, type=asymmetric_quantize]; -"156 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=156, type=asymmetric_quantize]; -"157 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=157, type=conv2d]; -"158 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=158, type=hardsigmoid]; -"159 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" [id=159, type=asymmetric_quantize]; -"160 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=160, type=__mul__]; -"161 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" [id=161, type=asymmetric_quantize]; -"162 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=162, type=asymmetric_quantize]; -"163 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=163, type=conv2d]; -"164 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=164, type=batch_norm]; -"165 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=165, type=asymmetric_quantize]; -"166 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=166, type=asymmetric_quantize]; -"167 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=167, type=conv2d]; -"168 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=168, type=batch_norm]; -"169 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=169, type=hardswish]; -"170 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=170, type=asymmetric_quantize]; -"171 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=171, type=asymmetric_quantize]; -"172 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=172, type=conv2d]; -"173 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=173, type=batch_norm]; -"174 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=174, type=hardswish]; -"175 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=175, type=asymmetric_quantize]; -"176 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=176, type=adaptive_avg_pool2d]; -"177 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=177, type=asymmetric_quantize]; -"178 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=178, type=asymmetric_quantize]; -"179 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=179, type=conv2d]; -"180 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=180, type=relu_]; -"181 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" [id=181, type=asymmetric_quantize]; -"182 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=182, type=asymmetric_quantize]; -"183 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=183, type=conv2d]; -"184 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=184, type=hardsigmoid]; -"185 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" [id=185, type=asymmetric_quantize]; -"186 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=186, type=__mul__]; -"187 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" [id=187, type=asymmetric_quantize]; -"188 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=188, type=asymmetric_quantize]; -"189 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=189, type=conv2d]; -"190 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=190, type=batch_norm]; -"191 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=191, type=asymmetric_quantize]; -"192 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0" [id=192, type=__iadd__]; -"193 MobileNetV3/Sequential[features]/InvertedResidual[8]/AsymmetricQuantizer/asymmetric_quantize_0" [id=193, type=asymmetric_quantize]; -"194 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=194, type=asymmetric_quantize]; -"195 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=195, type=conv2d]; -"196 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=196, type=batch_norm]; -"197 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=197, type=hardswish]; -"198 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=198, type=asymmetric_quantize]; -"199 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=199, type=asymmetric_quantize]; -"200 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=200, type=conv2d]; -"201 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=201, type=batch_norm]; -"202 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=202, type=hardswish]; -"203 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=203, type=asymmetric_quantize]; -"204 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=204, type=adaptive_avg_pool2d]; -"205 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=205, type=asymmetric_quantize]; -"206 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=206, type=asymmetric_quantize]; -"207 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=207, type=conv2d]; -"208 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=208, type=relu_]; -"209 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" [id=209, type=asymmetric_quantize]; -"210 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=210, type=asymmetric_quantize]; -"211 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=211, type=conv2d]; -"212 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=212, type=hardsigmoid]; -"213 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" [id=213, type=asymmetric_quantize]; -"214 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=214, type=__mul__]; -"215 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" [id=215, type=asymmetric_quantize]; -"216 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=216, type=asymmetric_quantize]; -"217 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=217, type=conv2d]; -"218 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=218, type=batch_norm]; -"219 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=219, type=asymmetric_quantize]; -"220 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=220, type=asymmetric_quantize]; -"221 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=221, type=conv2d]; -"222 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=222, type=batch_norm]; -"223 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=223, type=hardswish]; -"224 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=224, type=asymmetric_quantize]; -"225 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=225, type=asymmetric_quantize]; -"226 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=226, type=conv2d]; -"227 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=227, type=batch_norm]; -"228 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=228, type=hardswish]; -"229 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=229, type=asymmetric_quantize]; -"230 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=230, type=adaptive_avg_pool2d]; -"231 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=231, type=asymmetric_quantize]; -"232 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=232, type=asymmetric_quantize]; -"233 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=233, type=conv2d]; -"234 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=234, type=relu_]; -"235 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" [id=235, type=asymmetric_quantize]; -"236 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=236, type=asymmetric_quantize]; -"237 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=237, type=conv2d]; -"238 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=238, type=hardsigmoid]; -"239 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" [id=239, type=asymmetric_quantize]; -"240 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=240, type=__mul__]; -"241 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" [id=241, type=asymmetric_quantize]; -"242 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=242, type=asymmetric_quantize]; -"243 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=243, type=conv2d]; -"244 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=244, type=batch_norm]; -"245 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=245, type=asymmetric_quantize]; -"246 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0" [id=246, type=__iadd__]; -"247 MobileNetV3/Sequential[features]/InvertedResidual[10]/AsymmetricQuantizer/asymmetric_quantize_0" [id=247, type=asymmetric_quantize]; -"248 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=248, type=asymmetric_quantize]; -"249 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=249, type=conv2d]; -"250 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=250, type=batch_norm]; -"251 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=251, type=hardswish]; -"252 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=252, type=asymmetric_quantize]; -"253 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=253, type=asymmetric_quantize]; -"254 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=254, type=conv2d]; -"255 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=255, type=batch_norm]; -"256 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=256, type=hardswish]; -"257 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=257, type=asymmetric_quantize]; -"258 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=258, type=adaptive_avg_pool2d]; -"259 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=259, type=asymmetric_quantize]; -"260 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=260, type=asymmetric_quantize]; -"261 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=261, type=conv2d]; -"262 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=262, type=relu_]; -"263 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" [id=263, type=asymmetric_quantize]; -"264 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=264, type=asymmetric_quantize]; -"265 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=265, type=conv2d]; -"266 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=266, type=hardsigmoid]; -"267 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" [id=267, type=asymmetric_quantize]; -"268 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=268, type=__mul__]; -"269 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" [id=269, type=asymmetric_quantize]; -"270 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=270, type=asymmetric_quantize]; -"271 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=271, type=conv2d]; -"272 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=272, type=batch_norm]; -"273 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=273, type=asymmetric_quantize]; -"274 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0" [id=274, type=__iadd__]; -"275 MobileNetV3/Sequential[features]/InvertedResidual[11]/AsymmetricQuantizer/asymmetric_quantize_0" [id=275, type=asymmetric_quantize]; -"276 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=276, type=asymmetric_quantize]; -"277 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0" [id=277, type=conv2d]; -"278 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0" [id=278, type=batch_norm]; -"279 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0" [id=279, type=hardswish]; -"280 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=280, type=asymmetric_quantize]; -"281 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0" [id=281, type=adaptive_avg_pool2d]; -"282 MobileNetV3/AdaptiveAvgPool2d[avgpool]/AsymmetricQuantizer/asymmetric_quantize_0" [id=282, type=asymmetric_quantize]; -"283 MobileNetV3/flatten_0" [id=283, type=flatten]; -"284 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=284, type=asymmetric_quantize]; -"285 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0" [id=285, type=linear]; -"286 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0" [id=286, type=hardswish]; -"287 MobileNetV3/Sequential[classifier]/Hardswish[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=287, type=asymmetric_quantize]; -"288 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0" [id=288, type=dropout]; -"289 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=289, type=asymmetric_quantize]; -"290 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0" [id=290, type=linear]; -"291 /nncf_model_output_0" [id=291, type=nncf_model_output]; +"70 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=70, type=asymmetric_quantize]; +"71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=71, type=conv2d]; +"72 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=72, type=batch_norm]; +"73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=73, type=asymmetric_quantize]; +"74 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=74, type=asymmetric_quantize]; +"75 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=75, type=conv2d]; +"76 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=76, type=batch_norm]; +"77 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=77, type=hardswish]; +"78 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=78, type=asymmetric_quantize]; +"79 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=79, type=asymmetric_quantize]; +"80 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=80, type=conv2d]; +"81 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=81, type=batch_norm]; +"82 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=82, type=hardswish]; +"83 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=83, type=asymmetric_quantize]; +"84 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=84, type=adaptive_avg_pool2d]; +"85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=85, type=conv2d]; +"86 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=86, type=relu_]; +"87 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=87, type=conv2d]; +"88 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=88, type=hardsigmoid]; +"89 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=89, type=__mul__]; +"90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=90, type=asymmetric_quantize]; +"91 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=91, type=asymmetric_quantize]; +"92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=92, type=conv2d]; +"93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=93, type=batch_norm]; +"94 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=94, type=asymmetric_quantize]; +"95 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0" [id=95, type=__iadd__]; +"96 MobileNetV3/Sequential[features]/InvertedResidual[5]/AsymmetricQuantizer/asymmetric_quantize_0" [id=96, type=asymmetric_quantize]; +"97 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=97, type=asymmetric_quantize]; +"98 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=98, type=conv2d]; +"99 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=99, type=batch_norm]; +"100 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=100, type=hardswish]; +"101 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=101, type=asymmetric_quantize]; +"102 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=102, type=asymmetric_quantize]; +"103 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=103, type=conv2d]; +"104 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=104, type=batch_norm]; +"105 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=105, type=hardswish]; +"106 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=106, type=asymmetric_quantize]; +"107 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=107, type=adaptive_avg_pool2d]; +"108 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=108, type=conv2d]; +"109 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=109, type=relu_]; +"110 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=110, type=conv2d]; +"111 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=111, type=hardsigmoid]; +"112 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=112, type=__mul__]; +"113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=113, type=asymmetric_quantize]; +"114 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=114, type=asymmetric_quantize]; +"115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=115, type=conv2d]; +"116 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=116, type=batch_norm]; +"117 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=117, type=asymmetric_quantize]; +"118 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0" [id=118, type=__iadd__]; +"119 MobileNetV3/Sequential[features]/InvertedResidual[6]/AsymmetricQuantizer/asymmetric_quantize_0" [id=119, type=asymmetric_quantize]; +"120 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=120, type=asymmetric_quantize]; +"121 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=121, type=conv2d]; +"122 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=122, type=batch_norm]; +"123 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=123, type=hardswish]; +"124 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=124, type=asymmetric_quantize]; +"125 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=125, type=asymmetric_quantize]; +"126 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=126, type=conv2d]; +"127 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=127, type=batch_norm]; +"128 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=128, type=hardswish]; +"129 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=129, type=asymmetric_quantize]; +"130 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=130, type=adaptive_avg_pool2d]; +"131 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=131, type=conv2d]; +"132 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=132, type=relu_]; +"133 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=133, type=conv2d]; +"134 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=134, type=hardsigmoid]; +"135 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=135, type=__mul__]; +"136 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=136, type=asymmetric_quantize]; +"137 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=137, type=asymmetric_quantize]; +"138 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=138, type=conv2d]; +"139 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=139, type=batch_norm]; +"140 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=140, type=asymmetric_quantize]; +"141 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=141, type=asymmetric_quantize]; +"142 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=142, type=conv2d]; +"143 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=143, type=batch_norm]; +"144 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=144, type=hardswish]; +"145 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=145, type=asymmetric_quantize]; +"146 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=146, type=asymmetric_quantize]; +"147 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=147, type=conv2d]; +"148 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=148, type=batch_norm]; +"149 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=149, type=hardswish]; +"150 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=150, type=asymmetric_quantize]; +"151 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=151, type=adaptive_avg_pool2d]; +"152 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=152, type=conv2d]; +"153 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=153, type=relu_]; +"154 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=154, type=conv2d]; +"155 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=155, type=hardsigmoid]; +"156 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=156, type=__mul__]; +"157 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=157, type=asymmetric_quantize]; +"158 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=158, type=asymmetric_quantize]; +"159 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=159, type=conv2d]; +"160 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=160, type=batch_norm]; +"161 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=161, type=asymmetric_quantize]; +"162 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0" [id=162, type=__iadd__]; +"163 MobileNetV3/Sequential[features]/InvertedResidual[8]/AsymmetricQuantizer/asymmetric_quantize_0" [id=163, type=asymmetric_quantize]; +"164 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=164, type=asymmetric_quantize]; +"165 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=165, type=conv2d]; +"166 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=166, type=batch_norm]; +"167 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=167, type=hardswish]; +"168 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=168, type=asymmetric_quantize]; +"169 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=169, type=asymmetric_quantize]; +"170 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=170, type=conv2d]; +"171 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=171, type=batch_norm]; +"172 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=172, type=hardswish]; +"173 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=173, type=asymmetric_quantize]; +"174 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=174, type=adaptive_avg_pool2d]; +"175 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=175, type=conv2d]; +"176 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=176, type=relu_]; +"177 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=177, type=conv2d]; +"178 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=178, type=hardsigmoid]; +"179 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=179, type=__mul__]; +"180 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=180, type=asymmetric_quantize]; +"181 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=181, type=asymmetric_quantize]; +"182 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=182, type=conv2d]; +"183 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=183, type=batch_norm]; +"184 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=184, type=asymmetric_quantize]; +"185 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=185, type=asymmetric_quantize]; +"186 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=186, type=conv2d]; +"187 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=187, type=batch_norm]; +"188 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=188, type=hardswish]; +"189 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=189, type=asymmetric_quantize]; +"190 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=190, type=asymmetric_quantize]; +"191 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=191, type=conv2d]; +"192 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=192, type=batch_norm]; +"193 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=193, type=hardswish]; +"194 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=194, type=asymmetric_quantize]; +"195 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=195, type=adaptive_avg_pool2d]; +"196 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=196, type=conv2d]; +"197 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=197, type=relu_]; +"198 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=198, type=conv2d]; +"199 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=199, type=hardsigmoid]; +"200 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=200, type=__mul__]; +"201 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=201, type=asymmetric_quantize]; +"202 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=202, type=asymmetric_quantize]; +"203 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=203, type=conv2d]; +"204 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=204, type=batch_norm]; +"205 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=205, type=asymmetric_quantize]; +"206 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0" [id=206, type=__iadd__]; +"207 MobileNetV3/Sequential[features]/InvertedResidual[10]/AsymmetricQuantizer/asymmetric_quantize_0" [id=207, type=asymmetric_quantize]; +"208 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=208, type=asymmetric_quantize]; +"209 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=209, type=conv2d]; +"210 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=210, type=batch_norm]; +"211 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=211, type=hardswish]; +"212 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=212, type=asymmetric_quantize]; +"213 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=213, type=asymmetric_quantize]; +"214 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=214, type=conv2d]; +"215 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=215, type=batch_norm]; +"216 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=216, type=hardswish]; +"217 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=217, type=asymmetric_quantize]; +"218 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=218, type=adaptive_avg_pool2d]; +"219 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=219, type=conv2d]; +"220 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=220, type=relu_]; +"221 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=221, type=conv2d]; +"222 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=222, type=hardsigmoid]; +"223 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=223, type=__mul__]; +"224 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=224, type=asymmetric_quantize]; +"225 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=225, type=asymmetric_quantize]; +"226 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=226, type=conv2d]; +"227 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=227, type=batch_norm]; +"228 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=228, type=asymmetric_quantize]; +"229 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0" [id=229, type=__iadd__]; +"230 MobileNetV3/Sequential[features]/InvertedResidual[11]/AsymmetricQuantizer/asymmetric_quantize_0" [id=230, type=asymmetric_quantize]; +"231 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=231, type=asymmetric_quantize]; +"232 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0" [id=232, type=conv2d]; +"233 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0" [id=233, type=batch_norm]; +"234 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0" [id=234, type=hardswish]; +"235 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=235, type=asymmetric_quantize]; +"236 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0" [id=236, type=adaptive_avg_pool2d]; +"237 MobileNetV3/AdaptiveAvgPool2d[avgpool]/AsymmetricQuantizer/asymmetric_quantize_0" [id=237, type=asymmetric_quantize]; +"238 MobileNetV3/flatten_0" [id=238, type=flatten]; +"239 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=239, type=asymmetric_quantize]; +"240 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0" [id=240, type=linear]; +"241 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0" [id=241, type=hardswish]; +"242 MobileNetV3/Sequential[classifier]/Hardswish[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=242, type=asymmetric_quantize]; +"243 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0" [id=243, type=dropout]; +"244 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=244, type=asymmetric_quantize]; +"245 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0" [id=245, type=linear]; +"246 /nncf_model_output_0" [id=246, type=nncf_model_output]; "0 /nncf_model_input_0" -> "1 AsymmetricQuantizer/asymmetric_quantize_0"; "1 AsymmetricQuantizer/asymmetric_quantize_0" -> "3 MobileNetV3/Sequential[features]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; "2 MobileNetV3/Sequential[features]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "3 MobileNetV3/Sequential[features]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; @@ -303,298 +258,253 @@ strict digraph { "9 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "10 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; "10 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "11 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0"; "11 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "12 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/adaptive_avg_pool2d_0"; -"11 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0"; -"12 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/adaptive_avg_pool2d_0" -> "13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0"; -"14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0"; -"15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0" -> "16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0"; -"16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0" -> "17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0"; -"17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" -> "19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0"; -"18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0"; -"19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0" -> "20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0"; -"20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0" -> "21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/AsymmetricQuantizer/asymmetric_quantize_1"; -"21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/AsymmetricQuantizer/asymmetric_quantize_1" -> "22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0"; -"22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0" -> "23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/AsymmetricQuantizer/asymmetric_quantize_2"; -"23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/AsymmetricQuantizer/asymmetric_quantize_2" -> "25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"24 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "26 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; -"26 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "27 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"27 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"28 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "30 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"30 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "31 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; -"31 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "32 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"32 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"33 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0"; -"36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" -> "37 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"37 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"38 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "40 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; -"40 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "56 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0"; -"42 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "44 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"44 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "45 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; -"45 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "46 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"46 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"47 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "49 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"49 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "50 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0"; -"50 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" -> "51 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"51 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "53 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"52 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "53 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"53 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "54 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; -"54 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "55 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"55 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "56 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0"; -"56 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0" -> "57 MobileNetV3/Sequential[features]/InvertedResidual[3]/AsymmetricQuantizer/asymmetric_quantize_0"; -"57 MobileNetV3/Sequential[features]/InvertedResidual[3]/AsymmetricQuantizer/asymmetric_quantize_0" -> "59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"58 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "60 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"60 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "61 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"61 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"63 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "65 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"65 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "66 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"66 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "78 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "69 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"69 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"70 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "72 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"72 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0"; -"73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" -> "75 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"74 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "75 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"75 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "76 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"76 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "77 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1"; -"77 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" -> "78 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"78 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "79 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2"; -"79 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" -> "81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"80 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "82 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"82 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "110 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0"; -"84 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "86 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"86 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "87 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"87 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "88 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"88 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"89 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "91 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"91 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "94 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "104 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"94 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "95 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"95 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "97 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"96 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "97 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"97 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "98 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"98 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "99 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0"; -"99 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" -> "101 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"100 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "101 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"101 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "102 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"102 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "103 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1"; -"103 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" -> "104 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"104 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "105 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2"; -"105 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" -> "107 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"106 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "107 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"107 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "108 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"108 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "109 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"109 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "110 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0"; -"110 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0" -> "111 MobileNetV3/Sequential[features]/InvertedResidual[5]/AsymmetricQuantizer/asymmetric_quantize_0"; -"111 MobileNetV3/Sequential[features]/InvertedResidual[5]/AsymmetricQuantizer/asymmetric_quantize_0" -> "113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"111 MobileNetV3/Sequential[features]/InvertedResidual[5]/AsymmetricQuantizer/asymmetric_quantize_0" -> "138 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0"; -"112 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "114 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"114 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "116 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"116 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "118 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"117 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "118 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"118 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "119 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"119 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "120 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"120 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "121 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"121 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "122 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"121 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "132 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"122 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "123 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"123 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "125 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"124 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "125 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"125 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "126 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"126 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "127 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0"; -"127 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" -> "129 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"128 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "129 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"129 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "130 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"130 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "131 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1"; -"131 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" -> "132 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"132 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "133 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2"; -"133 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" -> "135 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"134 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "135 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"135 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "136 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"136 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "137 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"137 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "138 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0"; -"138 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0" -> "139 MobileNetV3/Sequential[features]/InvertedResidual[6]/AsymmetricQuantizer/asymmetric_quantize_0"; -"139 MobileNetV3/Sequential[features]/InvertedResidual[6]/AsymmetricQuantizer/asymmetric_quantize_0" -> "141 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"140 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "141 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"141 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "142 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"142 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "143 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"143 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "144 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"144 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "146 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"145 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "146 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"146 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "147 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"147 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "148 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"148 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "149 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"149 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "150 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"149 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "160 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"150 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "151 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"151 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "153 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"152 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "153 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"153 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "154 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"154 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "155 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0"; -"155 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" -> "157 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"156 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "157 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"157 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "158 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"158 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "159 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1"; -"159 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" -> "160 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"160 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "161 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2"; -"161 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" -> "163 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"162 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "163 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"163 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "164 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"164 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "165 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"165 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "167 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"165 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "192 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0"; -"166 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "167 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"167 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "168 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"168 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "169 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"169 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "170 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"170 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "172 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"171 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "172 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"172 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "173 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"173 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "174 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"174 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "175 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"175 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "176 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"175 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "186 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"176 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "177 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"177 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "179 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"178 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "179 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"179 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "180 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"180 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "181 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0"; -"181 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" -> "183 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"182 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "183 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"183 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "184 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"184 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "185 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1"; -"185 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" -> "186 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"186 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "187 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2"; -"187 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" -> "189 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"188 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "189 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"189 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "190 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"190 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "191 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"191 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "192 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0"; -"192 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0" -> "193 MobileNetV3/Sequential[features]/InvertedResidual[8]/AsymmetricQuantizer/asymmetric_quantize_0"; -"193 MobileNetV3/Sequential[features]/InvertedResidual[8]/AsymmetricQuantizer/asymmetric_quantize_0" -> "195 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"194 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "195 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"195 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "196 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"196 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "197 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"197 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "198 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"198 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "200 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"199 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "200 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"200 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "201 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"201 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "202 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"202 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "203 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"203 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "204 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"203 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "214 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"204 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "205 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"205 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "207 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"206 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "207 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"207 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "208 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"208 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "209 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0"; -"209 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" -> "211 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"210 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "211 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"211 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "212 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"212 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "213 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1"; -"213 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" -> "214 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"214 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "215 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2"; -"215 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" -> "217 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"216 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "217 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"217 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "218 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"218 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "219 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"219 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "221 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"219 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "246 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0"; -"220 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "221 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"221 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "222 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"222 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "223 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"223 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "224 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"224 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "226 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"225 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "226 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"226 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "227 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"227 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "228 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"228 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "229 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"229 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "230 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"229 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "240 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"230 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "231 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"231 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "233 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"232 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "233 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"233 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "234 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"234 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "235 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0"; -"235 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" -> "237 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"236 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "237 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"237 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "238 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"238 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "239 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1"; -"239 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" -> "240 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"240 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "241 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2"; -"241 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" -> "243 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"242 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "243 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"243 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "244 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"244 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "245 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"245 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "246 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0"; -"246 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0" -> "247 MobileNetV3/Sequential[features]/InvertedResidual[10]/AsymmetricQuantizer/asymmetric_quantize_0"; -"247 MobileNetV3/Sequential[features]/InvertedResidual[10]/AsymmetricQuantizer/asymmetric_quantize_0" -> "249 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"247 MobileNetV3/Sequential[features]/InvertedResidual[10]/AsymmetricQuantizer/asymmetric_quantize_0" -> "274 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0"; -"248 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "249 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"249 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "250 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"250 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "251 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"251 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "252 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"252 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "254 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"253 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "254 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"254 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "255 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"255 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "256 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"256 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "257 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"257 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "258 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"257 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "268 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"258 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "259 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"259 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "261 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"260 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "261 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"261 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "262 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"262 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "263 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0"; -"263 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/AsymmetricQuantizer/asymmetric_quantize_0" -> "265 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"264 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "265 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"265 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "266 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"266 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "267 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1"; -"267 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_1" -> "268 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"268 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "269 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2"; -"269 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_2" -> "271 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"270 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "271 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"271 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "272 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"272 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "273 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"273 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "274 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0"; -"274 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0" -> "275 MobileNetV3/Sequential[features]/InvertedResidual[11]/AsymmetricQuantizer/asymmetric_quantize_0"; -"275 MobileNetV3/Sequential[features]/InvertedResidual[11]/AsymmetricQuantizer/asymmetric_quantize_0" -> "277 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0"; -"276 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "277 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0"; -"277 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0" -> "278 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0"; -"278 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0" -> "279 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0"; -"279 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0" -> "280 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"280 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "281 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0"; -"281 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0" -> "282 MobileNetV3/AdaptiveAvgPool2d[avgpool]/AsymmetricQuantizer/asymmetric_quantize_0"; -"282 MobileNetV3/AdaptiveAvgPool2d[avgpool]/AsymmetricQuantizer/asymmetric_quantize_0" -> "283 MobileNetV3/flatten_0"; -"283 MobileNetV3/flatten_0" -> "285 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0"; -"284 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "285 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0"; -"285 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0" -> "286 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0"; -"286 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0" -> "287 MobileNetV3/Sequential[classifier]/Hardswish[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"287 MobileNetV3/Sequential[classifier]/Hardswish[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "288 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0"; -"288 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0" -> "290 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0"; -"289 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "290 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0"; -"290 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0" -> "291 /nncf_model_output_0"; +"11 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0"; +"12 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/adaptive_avg_pool2d_0" -> "13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0"; +"13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0" -> "14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0"; +"14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0" -> "15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0"; +"15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0" -> "16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0"; +"16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0" -> "17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0"; +"17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0" -> "18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; +"21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "24 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"23 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "24 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"24 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "25 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"25 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "26 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; +"26 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "27 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"27 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"28 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "30 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"30 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "31 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0"; +"31 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" -> "32 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"32 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"33 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; +"35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "38 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "51 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0"; +"37 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "38 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"38 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "39 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"39 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "40 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; +"40 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "41 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"41 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"42 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "44 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"44 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "45 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0"; +"45 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" -> "46 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"46 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"47 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "49 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; +"49 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "50 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"50 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "51 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0"; +"51 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0" -> "52 MobileNetV3/Sequential[features]/InvertedResidual[3]/AsymmetricQuantizer/asymmetric_quantize_0"; +"52 MobileNetV3/Sequential[features]/InvertedResidual[3]/AsymmetricQuantizer/asymmetric_quantize_0" -> "54 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"53 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "54 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"54 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "55 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"55 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "56 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"56 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "57 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"57 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"58 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "60 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"60 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "61 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"61 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "63 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"63 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "65 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"65 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "66 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"66 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "69 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"69 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"70 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "72 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"72 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "75 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "95 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0"; +"74 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "75 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"75 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "76 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"76 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "77 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"77 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "78 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"78 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "80 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"79 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "80 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"80 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "81 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"81 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "82 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"82 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "83 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"83 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "84 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"83 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "89 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"84 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "86 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"86 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "87 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"87 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "88 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"88 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "89 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"89 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"91 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "94 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"94 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "95 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0"; +"95 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0" -> "96 MobileNetV3/Sequential[features]/InvertedResidual[5]/AsymmetricQuantizer/asymmetric_quantize_0"; +"96 MobileNetV3/Sequential[features]/InvertedResidual[5]/AsymmetricQuantizer/asymmetric_quantize_0" -> "98 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"96 MobileNetV3/Sequential[features]/InvertedResidual[5]/AsymmetricQuantizer/asymmetric_quantize_0" -> "118 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0"; +"97 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "98 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"98 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "99 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"99 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "100 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"100 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "101 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"101 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "103 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"102 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "103 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"103 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "104 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"104 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "105 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"105 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "106 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"106 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "107 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"106 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "112 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"107 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "108 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"108 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "109 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"109 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "110 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"110 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "111 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"111 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "112 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"112 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"114 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "116 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"116 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "117 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"117 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "118 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0"; +"118 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0" -> "119 MobileNetV3/Sequential[features]/InvertedResidual[6]/AsymmetricQuantizer/asymmetric_quantize_0"; +"119 MobileNetV3/Sequential[features]/InvertedResidual[6]/AsymmetricQuantizer/asymmetric_quantize_0" -> "121 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"120 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "121 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"121 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "122 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"122 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "123 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"123 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "124 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"124 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "126 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"125 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "126 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"126 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "127 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"127 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "128 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"128 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "129 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"129 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "130 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"129 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "135 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"130 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "131 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"131 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "132 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"132 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "133 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"133 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "134 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"134 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "135 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"135 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "136 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"136 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "138 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"137 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "138 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"138 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "139 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"139 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "140 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"140 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "142 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"140 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "162 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0"; +"141 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "142 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"142 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "143 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"143 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "144 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"144 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "145 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"145 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "147 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"146 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "147 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"147 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "148 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"148 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "149 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"149 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "150 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"150 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "151 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"150 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "156 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"151 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "152 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"152 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "153 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"153 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "154 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"154 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "155 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"155 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "156 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"156 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "157 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"157 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "159 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"158 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "159 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"159 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "160 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"160 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "161 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"161 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "162 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0"; +"162 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0" -> "163 MobileNetV3/Sequential[features]/InvertedResidual[8]/AsymmetricQuantizer/asymmetric_quantize_0"; +"163 MobileNetV3/Sequential[features]/InvertedResidual[8]/AsymmetricQuantizer/asymmetric_quantize_0" -> "165 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"164 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "165 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"165 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "166 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"166 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "167 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"167 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "168 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"168 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "170 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"169 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "170 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"170 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "171 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"171 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "172 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"172 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "173 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"173 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "174 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"173 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "179 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"174 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "175 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"175 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "176 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"176 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "177 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"177 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "178 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"178 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "179 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"179 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "180 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"180 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "182 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"181 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "182 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"182 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "183 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"183 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "184 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"184 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "186 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"184 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "206 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0"; +"185 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "186 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"186 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "187 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"187 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "188 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"188 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "189 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"189 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "191 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"190 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "191 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"191 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "192 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"192 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "193 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"193 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "194 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"194 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "195 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"194 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "200 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"195 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "196 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"196 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "197 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"197 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "198 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"198 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "199 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"199 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "200 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"200 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "201 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"201 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "203 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"202 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "203 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"203 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "204 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"204 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "205 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"205 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "206 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0"; +"206 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0" -> "207 MobileNetV3/Sequential[features]/InvertedResidual[10]/AsymmetricQuantizer/asymmetric_quantize_0"; +"207 MobileNetV3/Sequential[features]/InvertedResidual[10]/AsymmetricQuantizer/asymmetric_quantize_0" -> "209 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"207 MobileNetV3/Sequential[features]/InvertedResidual[10]/AsymmetricQuantizer/asymmetric_quantize_0" -> "229 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0"; +"208 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "209 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"209 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "210 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"210 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "211 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"211 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "212 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"212 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "214 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"213 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "214 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"214 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "215 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"215 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "216 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"216 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "217 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"217 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "218 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"217 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "223 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"218 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "219 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"219 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "220 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"220 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "221 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"221 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "222 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"222 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "223 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"223 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "224 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"224 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "226 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"225 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "226 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"226 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "227 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"227 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "228 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"228 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "229 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0"; +"229 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0" -> "230 MobileNetV3/Sequential[features]/InvertedResidual[11]/AsymmetricQuantizer/asymmetric_quantize_0"; +"230 MobileNetV3/Sequential[features]/InvertedResidual[11]/AsymmetricQuantizer/asymmetric_quantize_0" -> "232 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0"; +"231 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "232 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0"; +"232 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0" -> "233 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0"; +"233 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0" -> "234 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0"; +"234 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0" -> "235 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"235 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "236 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0"; +"236 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0" -> "237 MobileNetV3/AdaptiveAvgPool2d[avgpool]/AsymmetricQuantizer/asymmetric_quantize_0"; +"237 MobileNetV3/AdaptiveAvgPool2d[avgpool]/AsymmetricQuantizer/asymmetric_quantize_0" -> "238 MobileNetV3/flatten_0"; +"238 MobileNetV3/flatten_0" -> "240 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0"; +"239 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "240 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0"; +"240 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0" -> "241 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0"; +"241 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0" -> "242 MobileNetV3/Sequential[classifier]/Hardswish[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"242 MobileNetV3/Sequential[classifier]/Hardswish[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "243 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0"; +"243 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0" -> "245 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0"; +"244 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "245 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0"; +"245 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0" -> "246 /nncf_model_output_0"; } diff --git a/tests/torch/data/reference_graphs/quantized/asymmetric/senet18.dot b/tests/torch/data/reference_graphs/quantized/asymmetric/senet18.dot index a33419088f0..9848f13f683 100644 --- a/tests/torch/data/reference_graphs/quantized/asymmetric/senet18.dot +++ b/tests/torch/data/reference_graphs/quantized/asymmetric/senet18.dot @@ -18,206 +18,166 @@ strict digraph { "16 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=16, type=conv2d]; "17 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=17, type=asymmetric_quantize]; "18 SENet/Sequential[layer1]/PreActBlock[0]/avg_pool2d_0" [id=18, type=avg_pool2d]; -"19 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" [id=19, type=asymmetric_quantize]; -"20 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=20, type=asymmetric_quantize]; -"21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=21, type=conv2d]; -"22 SENet/Sequential[layer1]/PreActBlock[0]/relu_2" [id=22, type=relu]; -"23 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" [id=23, type=asymmetric_quantize]; -"24 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=24, type=asymmetric_quantize]; -"25 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=25, type=conv2d]; -"26 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0" [id=26, type=sigmoid]; -"27 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_4" [id=27, type=asymmetric_quantize]; -"28 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0" [id=28, type=__mul__]; -"29 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_5" [id=29, type=asymmetric_quantize]; -"30 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0" [id=30, type=__iadd__]; -"31 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6" [id=31, type=asymmetric_quantize]; -"32 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=32, type=batch_norm]; -"33 SENet/Sequential[layer1]/PreActBlock[1]/relu_0" [id=33, type=relu]; -"34 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=34, type=asymmetric_quantize]; -"35 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=35, type=asymmetric_quantize]; -"36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=36, type=conv2d]; -"37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=37, type=batch_norm]; -"38 SENet/Sequential[layer1]/PreActBlock[1]/relu_1" [id=38, type=relu]; -"39 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" [id=39, type=asymmetric_quantize]; -"40 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=40, type=asymmetric_quantize]; -"41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=41, type=conv2d]; -"42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=42, type=asymmetric_quantize]; -"43 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0" [id=43, type=avg_pool2d]; +"19 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=19, type=conv2d]; +"20 SENet/Sequential[layer1]/PreActBlock[0]/relu_2" [id=20, type=relu]; +"21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=21, type=conv2d]; +"22 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0" [id=22, type=sigmoid]; +"23 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0" [id=23, type=__mul__]; +"24 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" [id=24, type=asymmetric_quantize]; +"25 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0" [id=25, type=__iadd__]; +"26 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" [id=26, type=asymmetric_quantize]; +"27 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=27, type=batch_norm]; +"28 SENet/Sequential[layer1]/PreActBlock[1]/relu_0" [id=28, type=relu]; +"29 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=29, type=asymmetric_quantize]; +"30 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=30, type=asymmetric_quantize]; +"31 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=31, type=conv2d]; +"32 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=32, type=batch_norm]; +"33 SENet/Sequential[layer1]/PreActBlock[1]/relu_1" [id=33, type=relu]; +"34 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" [id=34, type=asymmetric_quantize]; +"35 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=35, type=asymmetric_quantize]; +"36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=36, type=conv2d]; +"37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=37, type=asymmetric_quantize]; +"38 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0" [id=38, type=avg_pool2d]; +"39 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=39, type=conv2d]; +"40 SENet/Sequential[layer1]/PreActBlock[1]/relu_2" [id=40, type=relu]; +"41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=41, type=conv2d]; +"42 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0" [id=42, type=sigmoid]; +"43 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0" [id=43, type=__mul__]; "44 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" [id=44, type=asymmetric_quantize]; -"45 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=45, type=asymmetric_quantize]; -"46 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=46, type=conv2d]; -"47 SENet/Sequential[layer1]/PreActBlock[1]/relu_2" [id=47, type=relu]; -"48 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3" [id=48, type=asymmetric_quantize]; -"49 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=49, type=asymmetric_quantize]; -"50 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=50, type=conv2d]; -"51 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0" [id=51, type=sigmoid]; -"52 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_4" [id=52, type=asymmetric_quantize]; -"53 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0" [id=53, type=__mul__]; -"54 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_5" [id=54, type=asymmetric_quantize]; -"55 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0" [id=55, type=__iadd__]; -"56 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=56, type=batch_norm]; -"57 SENet/Sequential[layer2]/PreActBlock[0]/relu_0" [id=57, type=relu]; -"58 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" [id=58, type=asymmetric_quantize]; -"59 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=59, type=asymmetric_quantize]; -"60 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=60, type=conv2d]; -"61 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0" [id=61, type=asymmetric_quantize]; -"62 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=62, type=asymmetric_quantize]; -"63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=63, type=conv2d]; -"64 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=64, type=batch_norm]; -"65 SENet/Sequential[layer2]/PreActBlock[0]/relu_1" [id=65, type=relu]; -"66 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1" [id=66, type=asymmetric_quantize]; -"67 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=67, type=asymmetric_quantize]; -"68 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=68, type=conv2d]; -"69 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=69, type=asymmetric_quantize]; -"70 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0" [id=70, type=avg_pool2d]; -"71 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" [id=71, type=asymmetric_quantize]; -"72 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=72, type=asymmetric_quantize]; -"73 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=73, type=conv2d]; -"74 SENet/Sequential[layer2]/PreActBlock[0]/relu_2" [id=74, type=relu]; -"75 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" [id=75, type=asymmetric_quantize]; -"76 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=76, type=asymmetric_quantize]; -"77 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=77, type=conv2d]; -"78 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0" [id=78, type=sigmoid]; -"79 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_4" [id=79, type=asymmetric_quantize]; -"80 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0" [id=80, type=__mul__]; -"81 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_5" [id=81, type=asymmetric_quantize]; -"82 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0" [id=82, type=__iadd__]; -"83 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6" [id=83, type=asymmetric_quantize]; -"84 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=84, type=batch_norm]; -"85 SENet/Sequential[layer2]/PreActBlock[1]/relu_0" [id=85, type=relu]; -"86 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=86, type=asymmetric_quantize]; -"87 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=87, type=asymmetric_quantize]; -"88 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=88, type=conv2d]; -"89 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=89, type=batch_norm]; -"90 SENet/Sequential[layer2]/PreActBlock[1]/relu_1" [id=90, type=relu]; -"91 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" [id=91, type=asymmetric_quantize]; -"92 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=92, type=asymmetric_quantize]; -"93 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=93, type=conv2d]; -"94 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=94, type=asymmetric_quantize]; -"95 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0" [id=95, type=avg_pool2d]; -"96 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" [id=96, type=asymmetric_quantize]; -"97 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=97, type=asymmetric_quantize]; -"98 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=98, type=conv2d]; -"99 SENet/Sequential[layer2]/PreActBlock[1]/relu_2" [id=99, type=relu]; -"100 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3" [id=100, type=asymmetric_quantize]; -"101 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=101, type=asymmetric_quantize]; -"102 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=102, type=conv2d]; -"103 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0" [id=103, type=sigmoid]; -"104 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_4" [id=104, type=asymmetric_quantize]; -"105 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0" [id=105, type=__mul__]; -"106 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_5" [id=106, type=asymmetric_quantize]; -"107 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0" [id=107, type=__iadd__]; -"108 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=108, type=batch_norm]; -"109 SENet/Sequential[layer3]/PreActBlock[0]/relu_0" [id=109, type=relu]; -"110 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" [id=110, type=asymmetric_quantize]; -"111 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=111, type=asymmetric_quantize]; -"112 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=112, type=conv2d]; -"113 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0" [id=113, type=asymmetric_quantize]; -"114 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=114, type=asymmetric_quantize]; -"115 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=115, type=conv2d]; -"116 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=116, type=batch_norm]; -"117 SENet/Sequential[layer3]/PreActBlock[0]/relu_1" [id=117, type=relu]; -"118 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1" [id=118, type=asymmetric_quantize]; -"119 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=119, type=asymmetric_quantize]; -"120 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=120, type=conv2d]; -"121 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=121, type=asymmetric_quantize]; -"122 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0" [id=122, type=avg_pool2d]; -"123 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" [id=123, type=asymmetric_quantize]; -"124 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=124, type=asymmetric_quantize]; -"125 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=125, type=conv2d]; -"126 SENet/Sequential[layer3]/PreActBlock[0]/relu_2" [id=126, type=relu]; -"127 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" [id=127, type=asymmetric_quantize]; -"128 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=128, type=asymmetric_quantize]; -"129 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=129, type=conv2d]; -"130 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0" [id=130, type=sigmoid]; -"131 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_4" [id=131, type=asymmetric_quantize]; -"132 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0" [id=132, type=__mul__]; -"133 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_5" [id=133, type=asymmetric_quantize]; -"134 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0" [id=134, type=__iadd__]; -"135 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6" [id=135, type=asymmetric_quantize]; -"136 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=136, type=batch_norm]; -"137 SENet/Sequential[layer3]/PreActBlock[1]/relu_0" [id=137, type=relu]; -"138 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=138, type=asymmetric_quantize]; -"139 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=139, type=asymmetric_quantize]; -"140 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=140, type=conv2d]; -"141 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=141, type=batch_norm]; -"142 SENet/Sequential[layer3]/PreActBlock[1]/relu_1" [id=142, type=relu]; -"143 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" [id=143, type=asymmetric_quantize]; -"144 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=144, type=asymmetric_quantize]; -"145 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=145, type=conv2d]; -"146 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=146, type=asymmetric_quantize]; -"147 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0" [id=147, type=avg_pool2d]; -"148 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" [id=148, type=asymmetric_quantize]; -"149 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=149, type=asymmetric_quantize]; -"150 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=150, type=conv2d]; -"151 SENet/Sequential[layer3]/PreActBlock[1]/relu_2" [id=151, type=relu]; -"152 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3" [id=152, type=asymmetric_quantize]; -"153 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=153, type=asymmetric_quantize]; -"154 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=154, type=conv2d]; -"155 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0" [id=155, type=sigmoid]; -"156 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_4" [id=156, type=asymmetric_quantize]; -"157 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0" [id=157, type=__mul__]; -"158 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_5" [id=158, type=asymmetric_quantize]; -"159 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0" [id=159, type=__iadd__]; -"160 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=160, type=batch_norm]; -"161 SENet/Sequential[layer4]/PreActBlock[0]/relu_0" [id=161, type=relu]; -"162 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" [id=162, type=asymmetric_quantize]; -"163 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=163, type=asymmetric_quantize]; -"164 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=164, type=conv2d]; -"165 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0" [id=165, type=asymmetric_quantize]; -"166 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=166, type=asymmetric_quantize]; -"167 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=167, type=conv2d]; -"168 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=168, type=batch_norm]; -"169 SENet/Sequential[layer4]/PreActBlock[0]/relu_1" [id=169, type=relu]; -"170 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1" [id=170, type=asymmetric_quantize]; -"171 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=171, type=asymmetric_quantize]; -"172 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=172, type=conv2d]; -"173 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=173, type=asymmetric_quantize]; -"174 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0" [id=174, type=avg_pool2d]; -"175 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" [id=175, type=asymmetric_quantize]; -"176 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=176, type=asymmetric_quantize]; -"177 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=177, type=conv2d]; -"178 SENet/Sequential[layer4]/PreActBlock[0]/relu_2" [id=178, type=relu]; -"179 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" [id=179, type=asymmetric_quantize]; -"180 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=180, type=asymmetric_quantize]; -"181 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=181, type=conv2d]; -"182 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0" [id=182, type=sigmoid]; -"183 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_4" [id=183, type=asymmetric_quantize]; -"184 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0" [id=184, type=__mul__]; -"185 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_5" [id=185, type=asymmetric_quantize]; -"186 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0" [id=186, type=__iadd__]; -"187 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6" [id=187, type=asymmetric_quantize]; -"188 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=188, type=batch_norm]; -"189 SENet/Sequential[layer4]/PreActBlock[1]/relu_0" [id=189, type=relu]; -"190 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=190, type=asymmetric_quantize]; -"191 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=191, type=asymmetric_quantize]; -"192 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=192, type=conv2d]; -"193 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=193, type=batch_norm]; -"194 SENet/Sequential[layer4]/PreActBlock[1]/relu_1" [id=194, type=relu]; -"195 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" [id=195, type=asymmetric_quantize]; -"196 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=196, type=asymmetric_quantize]; -"197 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=197, type=conv2d]; -"198 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=198, type=asymmetric_quantize]; -"199 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0" [id=199, type=avg_pool2d]; -"200 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" [id=200, type=asymmetric_quantize]; -"201 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=201, type=asymmetric_quantize]; -"202 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=202, type=conv2d]; -"203 SENet/Sequential[layer4]/PreActBlock[1]/relu_2" [id=203, type=relu]; -"204 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3" [id=204, type=asymmetric_quantize]; -"205 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=205, type=asymmetric_quantize]; -"206 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=206, type=conv2d]; -"207 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0" [id=207, type=sigmoid]; -"208 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_4" [id=208, type=asymmetric_quantize]; -"209 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0" [id=209, type=__mul__]; -"210 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_5" [id=210, type=asymmetric_quantize]; -"211 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0" [id=211, type=__iadd__]; -"212 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_6" [id=212, type=asymmetric_quantize]; -"213 SENet/avg_pool2d_0" [id=213, type=avg_pool2d]; -"214 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/AsymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/asymmetric_quantize_0" [id=214, type=asymmetric_quantize]; -"215 SENet/view_0" [id=215, type=view]; -"216 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=216, type=asymmetric_quantize]; -"217 SENet/NNCFLinear[linear]/linear_0" [id=217, type=linear]; -"218 /nncf_model_output_0" [id=218, type=nncf_model_output]; +"45 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0" [id=45, type=__iadd__]; +"46 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=46, type=batch_norm]; +"47 SENet/Sequential[layer2]/PreActBlock[0]/relu_0" [id=47, type=relu]; +"48 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" [id=48, type=asymmetric_quantize]; +"49 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=49, type=asymmetric_quantize]; +"50 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=50, type=conv2d]; +"51 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0" [id=51, type=asymmetric_quantize]; +"52 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=52, type=asymmetric_quantize]; +"53 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=53, type=conv2d]; +"54 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=54, type=batch_norm]; +"55 SENet/Sequential[layer2]/PreActBlock[0]/relu_1" [id=55, type=relu]; +"56 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1" [id=56, type=asymmetric_quantize]; +"57 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=57, type=asymmetric_quantize]; +"58 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=58, type=conv2d]; +"59 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=59, type=asymmetric_quantize]; +"60 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0" [id=60, type=avg_pool2d]; +"61 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=61, type=conv2d]; +"62 SENet/Sequential[layer2]/PreActBlock[0]/relu_2" [id=62, type=relu]; +"63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=63, type=conv2d]; +"64 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0" [id=64, type=sigmoid]; +"65 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0" [id=65, type=__mul__]; +"66 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" [id=66, type=asymmetric_quantize]; +"67 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0" [id=67, type=__iadd__]; +"68 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" [id=68, type=asymmetric_quantize]; +"69 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=69, type=batch_norm]; +"70 SENet/Sequential[layer2]/PreActBlock[1]/relu_0" [id=70, type=relu]; +"71 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=71, type=asymmetric_quantize]; +"72 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=72, type=asymmetric_quantize]; +"73 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=73, type=conv2d]; +"74 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=74, type=batch_norm]; +"75 SENet/Sequential[layer2]/PreActBlock[1]/relu_1" [id=75, type=relu]; +"76 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" [id=76, type=asymmetric_quantize]; +"77 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=77, type=asymmetric_quantize]; +"78 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=78, type=conv2d]; +"79 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=79, type=asymmetric_quantize]; +"80 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0" [id=80, type=avg_pool2d]; +"81 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=81, type=conv2d]; +"82 SENet/Sequential[layer2]/PreActBlock[1]/relu_2" [id=82, type=relu]; +"83 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=83, type=conv2d]; +"84 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0" [id=84, type=sigmoid]; +"85 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0" [id=85, type=__mul__]; +"86 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" [id=86, type=asymmetric_quantize]; +"87 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0" [id=87, type=__iadd__]; +"88 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=88, type=batch_norm]; +"89 SENet/Sequential[layer3]/PreActBlock[0]/relu_0" [id=89, type=relu]; +"90 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" [id=90, type=asymmetric_quantize]; +"91 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=91, type=asymmetric_quantize]; +"92 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=92, type=conv2d]; +"93 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0" [id=93, type=asymmetric_quantize]; +"94 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=94, type=asymmetric_quantize]; +"95 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=95, type=conv2d]; +"96 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=96, type=batch_norm]; +"97 SENet/Sequential[layer3]/PreActBlock[0]/relu_1" [id=97, type=relu]; +"98 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1" [id=98, type=asymmetric_quantize]; +"99 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=99, type=asymmetric_quantize]; +"100 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=100, type=conv2d]; +"101 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=101, type=asymmetric_quantize]; +"102 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0" [id=102, type=avg_pool2d]; +"103 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=103, type=conv2d]; +"104 SENet/Sequential[layer3]/PreActBlock[0]/relu_2" [id=104, type=relu]; +"105 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=105, type=conv2d]; +"106 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0" [id=106, type=sigmoid]; +"107 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0" [id=107, type=__mul__]; +"108 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" [id=108, type=asymmetric_quantize]; +"109 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0" [id=109, type=__iadd__]; +"110 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" [id=110, type=asymmetric_quantize]; +"111 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=111, type=batch_norm]; +"112 SENet/Sequential[layer3]/PreActBlock[1]/relu_0" [id=112, type=relu]; +"113 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=113, type=asymmetric_quantize]; +"114 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=114, type=asymmetric_quantize]; +"115 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=115, type=conv2d]; +"116 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=116, type=batch_norm]; +"117 SENet/Sequential[layer3]/PreActBlock[1]/relu_1" [id=117, type=relu]; +"118 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" [id=118, type=asymmetric_quantize]; +"119 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=119, type=asymmetric_quantize]; +"120 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=120, type=conv2d]; +"121 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=121, type=asymmetric_quantize]; +"122 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0" [id=122, type=avg_pool2d]; +"123 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=123, type=conv2d]; +"124 SENet/Sequential[layer3]/PreActBlock[1]/relu_2" [id=124, type=relu]; +"125 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=125, type=conv2d]; +"126 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0" [id=126, type=sigmoid]; +"127 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0" [id=127, type=__mul__]; +"128 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" [id=128, type=asymmetric_quantize]; +"129 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0" [id=129, type=__iadd__]; +"130 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=130, type=batch_norm]; +"131 SENet/Sequential[layer4]/PreActBlock[0]/relu_0" [id=131, type=relu]; +"132 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" [id=132, type=asymmetric_quantize]; +"133 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=133, type=asymmetric_quantize]; +"134 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=134, type=conv2d]; +"135 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0" [id=135, type=asymmetric_quantize]; +"136 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=136, type=asymmetric_quantize]; +"137 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=137, type=conv2d]; +"138 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=138, type=batch_norm]; +"139 SENet/Sequential[layer4]/PreActBlock[0]/relu_1" [id=139, type=relu]; +"140 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1" [id=140, type=asymmetric_quantize]; +"141 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=141, type=asymmetric_quantize]; +"142 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=142, type=conv2d]; +"143 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=143, type=asymmetric_quantize]; +"144 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0" [id=144, type=avg_pool2d]; +"145 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=145, type=conv2d]; +"146 SENet/Sequential[layer4]/PreActBlock[0]/relu_2" [id=146, type=relu]; +"147 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=147, type=conv2d]; +"148 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0" [id=148, type=sigmoid]; +"149 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0" [id=149, type=__mul__]; +"150 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" [id=150, type=asymmetric_quantize]; +"151 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0" [id=151, type=__iadd__]; +"152 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" [id=152, type=asymmetric_quantize]; +"153 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=153, type=batch_norm]; +"154 SENet/Sequential[layer4]/PreActBlock[1]/relu_0" [id=154, type=relu]; +"155 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" [id=155, type=asymmetric_quantize]; +"156 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=156, type=asymmetric_quantize]; +"157 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=157, type=conv2d]; +"158 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=158, type=batch_norm]; +"159 SENet/Sequential[layer4]/PreActBlock[1]/relu_1" [id=159, type=relu]; +"160 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" [id=160, type=asymmetric_quantize]; +"161 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=161, type=asymmetric_quantize]; +"162 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=162, type=conv2d]; +"163 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" [id=163, type=asymmetric_quantize]; +"164 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0" [id=164, type=avg_pool2d]; +"165 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=165, type=conv2d]; +"166 SENet/Sequential[layer4]/PreActBlock[1]/relu_2" [id=166, type=relu]; +"167 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=167, type=conv2d]; +"168 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0" [id=168, type=sigmoid]; +"169 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0" [id=169, type=__mul__]; +"170 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" [id=170, type=asymmetric_quantize]; +"171 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0" [id=171, type=__iadd__]; +"172 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3" [id=172, type=asymmetric_quantize]; +"173 SENet/avg_pool2d_0" [id=173, type=avg_pool2d]; +"174 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/AsymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/asymmetric_quantize_0" [id=174, type=asymmetric_quantize]; +"175 SENet/view_0" [id=175, type=view]; +"176 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" [id=176, type=asymmetric_quantize]; +"177 SENet/NNCFLinear[linear]/linear_0" [id=177, type=linear]; +"178 /nncf_model_output_0" [id=178, type=nncf_model_output]; "0 /nncf_model_input_0" -> "1 AsymmetricQuantizer/asymmetric_quantize_0"; "1 AsymmetricQuantizer/asymmetric_quantize_0" -> "3 SENet/NNCFConv2d[conv1]/conv2d_0"; "2 SENet/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "3 SENet/NNCFConv2d[conv1]/conv2d_0"; @@ -225,7 +185,7 @@ strict digraph { "4 SENet/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "5 SENet/relu_0"; "5 SENet/relu_0" -> "6 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/AsymmetricQuantizer[SENet/relu_0|OUTPUT]/asymmetric_quantize_0"; "6 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/AsymmetricQuantizer[SENet/relu_0|OUTPUT]/asymmetric_quantize_0" -> "7 SENet/Sequential[layer1]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"6 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/AsymmetricQuantizer[SENet/relu_0|OUTPUT]/asymmetric_quantize_0" -> "30 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0"; +"6 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/AsymmetricQuantizer[SENet/relu_0|OUTPUT]/asymmetric_quantize_0" -> "25 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0"; "7 SENet/Sequential[layer1]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "8 SENet/Sequential[layer1]/PreActBlock[0]/relu_0"; "8 SENet/Sequential[layer1]/PreActBlock[0]/relu_0" -> "9 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0"; "9 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "11 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; @@ -237,219 +197,179 @@ strict digraph { "15 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "16 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; "16 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "17 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; "17 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "18 SENet/Sequential[layer1]/PreActBlock[0]/avg_pool2d_0"; -"17 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "28 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0"; -"18 SENet/Sequential[layer1]/PreActBlock[0]/avg_pool2d_0" -> "19 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2"; -"19 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" -> "21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"20 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "22 SENet/Sequential[layer1]/PreActBlock[0]/relu_2"; -"22 SENet/Sequential[layer1]/PreActBlock[0]/relu_2" -> "23 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3"; -"23 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" -> "25 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"24 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "25 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"25 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "26 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0"; -"26 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0" -> "27 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_4"; -"27 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_4" -> "28 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0"; -"28 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0" -> "29 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_5"; -"29 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_5" -> "30 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0"; -"30 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0" -> "31 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6"; -"31 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6" -> "32 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"31 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6" -> "55 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0"; -"32 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "33 SENet/Sequential[layer1]/PreActBlock[1]/relu_0"; -"33 SENet/Sequential[layer1]/PreActBlock[1]/relu_0" -> "34 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"34 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"35 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "38 SENet/Sequential[layer1]/PreActBlock[1]/relu_1"; -"38 SENet/Sequential[layer1]/PreActBlock[1]/relu_1" -> "39 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1"; -"39 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" -> "41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"40 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "43 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0"; -"42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "53 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0"; -"43 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0" -> "44 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2"; -"44 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" -> "46 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"45 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "46 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"46 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "47 SENet/Sequential[layer1]/PreActBlock[1]/relu_2"; -"47 SENet/Sequential[layer1]/PreActBlock[1]/relu_2" -> "48 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3"; -"48 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3" -> "50 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"49 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "50 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"50 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "51 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0"; -"51 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0" -> "52 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_4"; -"52 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_4" -> "53 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0"; -"53 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0" -> "54 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_5"; -"54 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_5" -> "55 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0"; -"55 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0" -> "56 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"56 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "57 SENet/Sequential[layer2]/PreActBlock[0]/relu_0"; -"57 SENet/Sequential[layer2]/PreActBlock[0]/relu_0" -> "58 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0"; -"58 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "60 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"58 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"59 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "60 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"60 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "61 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0"; -"61 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "82 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0"; -"62 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "64 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"64 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "65 SENet/Sequential[layer2]/PreActBlock[0]/relu_1"; -"65 SENet/Sequential[layer2]/PreActBlock[0]/relu_1" -> "66 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1"; -"66 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1" -> "68 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"67 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "68 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"68 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "69 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"69 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "70 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0"; -"69 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "80 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0"; -"70 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0" -> "71 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2"; -"71 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" -> "73 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"72 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "73 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"73 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "74 SENet/Sequential[layer2]/PreActBlock[0]/relu_2"; -"74 SENet/Sequential[layer2]/PreActBlock[0]/relu_2" -> "75 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3"; -"75 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" -> "77 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"76 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "77 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"77 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "78 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0"; -"78 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0" -> "79 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_4"; -"79 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_4" -> "80 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0"; -"80 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0" -> "81 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_5"; -"81 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_5" -> "82 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0"; -"82 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0" -> "83 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6"; -"83 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6" -> "84 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"83 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6" -> "107 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0"; -"84 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "85 SENet/Sequential[layer2]/PreActBlock[1]/relu_0"; -"85 SENet/Sequential[layer2]/PreActBlock[1]/relu_0" -> "86 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"86 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "88 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"87 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "88 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"88 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "89 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"89 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "90 SENet/Sequential[layer2]/PreActBlock[1]/relu_1"; -"90 SENet/Sequential[layer2]/PreActBlock[1]/relu_1" -> "91 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1"; -"91 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" -> "93 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"92 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "93 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"93 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "94 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"94 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "95 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0"; -"94 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "105 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0"; -"95 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0" -> "96 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2"; -"96 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" -> "98 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"97 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "98 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"98 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "99 SENet/Sequential[layer2]/PreActBlock[1]/relu_2"; -"99 SENet/Sequential[layer2]/PreActBlock[1]/relu_2" -> "100 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3"; -"100 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3" -> "102 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"101 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "102 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"102 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "103 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0"; -"103 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0" -> "104 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_4"; -"104 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_4" -> "105 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0"; -"105 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0" -> "106 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_5"; -"106 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_5" -> "107 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0"; -"107 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0" -> "108 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"108 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "109 SENet/Sequential[layer3]/PreActBlock[0]/relu_0"; -"109 SENet/Sequential[layer3]/PreActBlock[0]/relu_0" -> "110 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0"; -"110 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "112 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"110 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "115 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"111 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "112 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"112 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "113 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0"; -"113 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "134 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0"; -"114 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "115 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"115 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "116 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"116 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "117 SENet/Sequential[layer3]/PreActBlock[0]/relu_1"; -"117 SENet/Sequential[layer3]/PreActBlock[0]/relu_1" -> "118 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1"; -"118 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1" -> "120 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"119 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "120 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"120 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "121 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"121 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "122 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0"; -"121 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "132 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0"; -"122 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0" -> "123 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2"; -"123 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" -> "125 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"124 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "125 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"125 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "126 SENet/Sequential[layer3]/PreActBlock[0]/relu_2"; -"126 SENet/Sequential[layer3]/PreActBlock[0]/relu_2" -> "127 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3"; -"127 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" -> "129 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"128 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "129 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"129 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "130 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0"; -"130 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0" -> "131 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_4"; -"131 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_4" -> "132 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0"; -"132 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0" -> "133 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_5"; -"133 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_5" -> "134 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0"; -"134 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0" -> "135 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6"; -"135 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6" -> "136 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"135 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6" -> "159 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0"; -"136 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "137 SENet/Sequential[layer3]/PreActBlock[1]/relu_0"; -"137 SENet/Sequential[layer3]/PreActBlock[1]/relu_0" -> "138 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"138 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "140 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"139 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "140 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"140 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "141 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"141 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "142 SENet/Sequential[layer3]/PreActBlock[1]/relu_1"; -"142 SENet/Sequential[layer3]/PreActBlock[1]/relu_1" -> "143 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1"; -"143 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" -> "145 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"144 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "145 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"145 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "146 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"146 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "147 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0"; -"146 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "157 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0"; -"147 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0" -> "148 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2"; -"148 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" -> "150 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"149 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "150 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"150 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "151 SENet/Sequential[layer3]/PreActBlock[1]/relu_2"; -"151 SENet/Sequential[layer3]/PreActBlock[1]/relu_2" -> "152 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3"; -"152 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3" -> "154 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"153 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "154 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"154 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "155 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0"; -"155 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0" -> "156 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_4"; -"156 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_4" -> "157 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0"; -"157 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0" -> "158 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_5"; -"158 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_5" -> "159 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0"; -"159 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0" -> "160 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"160 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "161 SENet/Sequential[layer4]/PreActBlock[0]/relu_0"; -"161 SENet/Sequential[layer4]/PreActBlock[0]/relu_0" -> "162 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0"; -"162 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "164 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"162 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "167 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"163 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "164 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"164 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "165 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0"; -"165 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "186 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0"; -"166 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "167 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"167 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "168 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"168 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "169 SENet/Sequential[layer4]/PreActBlock[0]/relu_1"; -"169 SENet/Sequential[layer4]/PreActBlock[0]/relu_1" -> "170 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1"; -"170 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1" -> "172 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"171 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "172 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"172 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "173 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"173 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "174 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0"; -"173 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "184 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0"; -"174 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0" -> "175 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2"; -"175 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" -> "177 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"176 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "177 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"177 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "178 SENet/Sequential[layer4]/PreActBlock[0]/relu_2"; -"178 SENet/Sequential[layer4]/PreActBlock[0]/relu_2" -> "179 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3"; -"179 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" -> "181 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"180 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "181 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"181 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "182 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0"; -"182 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0" -> "183 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_4"; -"183 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_4" -> "184 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0"; -"184 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0" -> "185 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_5"; -"185 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_5" -> "186 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0"; -"186 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0" -> "187 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6"; -"187 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6" -> "188 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"187 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_6" -> "211 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0"; -"188 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "189 SENet/Sequential[layer4]/PreActBlock[1]/relu_0"; -"189 SENet/Sequential[layer4]/PreActBlock[1]/relu_0" -> "190 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0"; -"190 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "192 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"191 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "192 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"192 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "193 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"193 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "194 SENet/Sequential[layer4]/PreActBlock[1]/relu_1"; -"194 SENet/Sequential[layer4]/PreActBlock[1]/relu_1" -> "195 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1"; -"195 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" -> "197 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"196 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "197 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"197 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "198 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; -"198 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "199 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0"; -"198 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "209 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0"; -"199 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0" -> "200 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2"; -"200 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" -> "202 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"201 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "202 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"202 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "203 SENet/Sequential[layer4]/PreActBlock[1]/relu_2"; -"203 SENet/Sequential[layer4]/PreActBlock[1]/relu_2" -> "204 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3"; -"204 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3" -> "206 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"205 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "206 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"206 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "207 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0"; -"207 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0" -> "208 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_4"; -"208 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_4" -> "209 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0"; -"209 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0" -> "210 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_5"; -"210 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_5" -> "211 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0"; -"211 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0" -> "212 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_6"; -"212 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_6" -> "213 SENet/avg_pool2d_0"; -"213 SENet/avg_pool2d_0" -> "214 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/AsymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/asymmetric_quantize_0"; -"214 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/AsymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/asymmetric_quantize_0" -> "215 SENet/view_0"; -"215 SENet/view_0" -> "217 SENet/NNCFLinear[linear]/linear_0"; -"216 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "217 SENet/NNCFLinear[linear]/linear_0"; -"217 SENet/NNCFLinear[linear]/linear_0" -> "218 /nncf_model_output_0"; +"17 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "23 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0"; +"18 SENet/Sequential[layer1]/PreActBlock[0]/avg_pool2d_0" -> "19 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"19 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "20 SENet/Sequential[layer1]/PreActBlock[0]/relu_2"; +"20 SENet/Sequential[layer1]/PreActBlock[0]/relu_2" -> "21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "22 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0"; +"22 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0" -> "23 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0"; +"23 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0" -> "24 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2"; +"24 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" -> "25 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0"; +"25 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0" -> "26 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3"; +"26 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" -> "27 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"26 SENet/Sequential[layer1]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" -> "45 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0"; +"27 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "28 SENet/Sequential[layer1]/PreActBlock[1]/relu_0"; +"28 SENet/Sequential[layer1]/PreActBlock[1]/relu_0" -> "29 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"29 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "31 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"30 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "31 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"31 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "32 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"32 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "33 SENet/Sequential[layer1]/PreActBlock[1]/relu_1"; +"33 SENet/Sequential[layer1]/PreActBlock[1]/relu_1" -> "34 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1"; +"34 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" -> "36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"35 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "38 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0"; +"37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "43 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0"; +"38 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0" -> "39 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"39 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "40 SENet/Sequential[layer1]/PreActBlock[1]/relu_2"; +"40 SENet/Sequential[layer1]/PreActBlock[1]/relu_2" -> "41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "42 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0"; +"42 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0" -> "43 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0"; +"43 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0" -> "44 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2"; +"44 SENet/Sequential[layer1]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" -> "45 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0"; +"45 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0" -> "46 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"46 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "47 SENet/Sequential[layer2]/PreActBlock[0]/relu_0"; +"47 SENet/Sequential[layer2]/PreActBlock[0]/relu_0" -> "48 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0"; +"48 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "50 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"48 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "53 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"49 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "50 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"50 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "51 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0"; +"51 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "67 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0"; +"52 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "53 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"53 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "54 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"54 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "55 SENet/Sequential[layer2]/PreActBlock[0]/relu_1"; +"55 SENet/Sequential[layer2]/PreActBlock[0]/relu_1" -> "56 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1"; +"56 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1" -> "58 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"57 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "58 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"58 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "59 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"59 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "60 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0"; +"59 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "65 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0"; +"60 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0" -> "61 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"61 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "62 SENet/Sequential[layer2]/PreActBlock[0]/relu_2"; +"62 SENet/Sequential[layer2]/PreActBlock[0]/relu_2" -> "63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "64 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0"; +"64 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0" -> "65 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0"; +"65 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0" -> "66 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2"; +"66 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" -> "67 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0"; +"67 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0" -> "68 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3"; +"68 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" -> "69 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"68 SENet/Sequential[layer2]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" -> "87 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0"; +"69 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "70 SENet/Sequential[layer2]/PreActBlock[1]/relu_0"; +"70 SENet/Sequential[layer2]/PreActBlock[1]/relu_0" -> "71 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"71 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "73 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"72 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "73 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"73 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "74 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"74 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "75 SENet/Sequential[layer2]/PreActBlock[1]/relu_1"; +"75 SENet/Sequential[layer2]/PreActBlock[1]/relu_1" -> "76 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1"; +"76 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" -> "78 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"77 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "78 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"78 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "79 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"79 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "80 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0"; +"79 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "85 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0"; +"80 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0" -> "81 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"81 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "82 SENet/Sequential[layer2]/PreActBlock[1]/relu_2"; +"82 SENet/Sequential[layer2]/PreActBlock[1]/relu_2" -> "83 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"83 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "84 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0"; +"84 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0" -> "85 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0"; +"85 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0" -> "86 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2"; +"86 SENet/Sequential[layer2]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" -> "87 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0"; +"87 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0" -> "88 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"88 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "89 SENet/Sequential[layer3]/PreActBlock[0]/relu_0"; +"89 SENet/Sequential[layer3]/PreActBlock[0]/relu_0" -> "90 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0"; +"90 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "92 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"90 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "95 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"91 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "92 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"92 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "93 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0"; +"93 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "109 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0"; +"94 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "95 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"95 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "96 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"96 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "97 SENet/Sequential[layer3]/PreActBlock[0]/relu_1"; +"97 SENet/Sequential[layer3]/PreActBlock[0]/relu_1" -> "98 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1"; +"98 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1" -> "100 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"99 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "100 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"100 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "101 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"101 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "102 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0"; +"101 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "107 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0"; +"102 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0" -> "103 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"103 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "104 SENet/Sequential[layer3]/PreActBlock[0]/relu_2"; +"104 SENet/Sequential[layer3]/PreActBlock[0]/relu_2" -> "105 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"105 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "106 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0"; +"106 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0" -> "107 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0"; +"107 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0" -> "108 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2"; +"108 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" -> "109 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0"; +"109 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0" -> "110 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3"; +"110 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" -> "111 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"110 SENet/Sequential[layer3]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" -> "129 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0"; +"111 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "112 SENet/Sequential[layer3]/PreActBlock[1]/relu_0"; +"112 SENet/Sequential[layer3]/PreActBlock[1]/relu_0" -> "113 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"113 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "115 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"114 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "115 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"115 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "116 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"116 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "117 SENet/Sequential[layer3]/PreActBlock[1]/relu_1"; +"117 SENet/Sequential[layer3]/PreActBlock[1]/relu_1" -> "118 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1"; +"118 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" -> "120 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"119 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "120 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"120 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "121 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"121 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "122 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0"; +"121 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "127 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0"; +"122 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0" -> "123 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"123 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "124 SENet/Sequential[layer3]/PreActBlock[1]/relu_2"; +"124 SENet/Sequential[layer3]/PreActBlock[1]/relu_2" -> "125 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"125 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "126 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0"; +"126 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0" -> "127 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0"; +"127 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0" -> "128 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2"; +"128 SENet/Sequential[layer3]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" -> "129 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0"; +"129 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0" -> "130 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"130 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "131 SENet/Sequential[layer4]/PreActBlock[0]/relu_0"; +"131 SENet/Sequential[layer4]/PreActBlock[0]/relu_0" -> "132 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0"; +"132 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "134 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"132 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "137 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"133 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "134 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"134 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "135 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0"; +"135 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/AsymmetricQuantizer/asymmetric_quantize_0" -> "151 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0"; +"136 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "137 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"137 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "138 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"138 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "139 SENet/Sequential[layer4]/PreActBlock[0]/relu_1"; +"139 SENet/Sequential[layer4]/PreActBlock[0]/relu_1" -> "140 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1"; +"140 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_1" -> "142 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"141 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "142 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"142 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "143 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"143 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "144 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0"; +"143 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "149 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0"; +"144 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0" -> "145 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"145 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "146 SENet/Sequential[layer4]/PreActBlock[0]/relu_2"; +"146 SENet/Sequential[layer4]/PreActBlock[0]/relu_2" -> "147 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"147 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "148 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0"; +"148 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0" -> "149 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0"; +"149 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0" -> "150 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2"; +"150 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_2" -> "151 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0"; +"151 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0" -> "152 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3"; +"152 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" -> "153 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"152 SENet/Sequential[layer4]/PreActBlock[0]/AsymmetricQuantizer/asymmetric_quantize_3" -> "171 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0"; +"153 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "154 SENet/Sequential[layer4]/PreActBlock[1]/relu_0"; +"154 SENet/Sequential[layer4]/PreActBlock[1]/relu_0" -> "155 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0"; +"155 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_0" -> "157 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"156 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "157 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"157 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "158 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"158 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "159 SENet/Sequential[layer4]/PreActBlock[1]/relu_1"; +"159 SENet/Sequential[layer4]/PreActBlock[1]/relu_1" -> "160 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1"; +"160 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_1" -> "162 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"161 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "162 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"162 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "163 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0"; +"163 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "164 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0"; +"163 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/AsymmetricQuantizer/asymmetric_quantize_0" -> "169 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0"; +"164 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0" -> "165 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"165 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "166 SENet/Sequential[layer4]/PreActBlock[1]/relu_2"; +"166 SENet/Sequential[layer4]/PreActBlock[1]/relu_2" -> "167 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"167 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "168 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0"; +"168 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0" -> "169 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0"; +"169 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0" -> "170 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2"; +"170 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_2" -> "171 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0"; +"171 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0" -> "172 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3"; +"172 SENet/Sequential[layer4]/PreActBlock[1]/AsymmetricQuantizer/asymmetric_quantize_3" -> "173 SENet/avg_pool2d_0"; +"173 SENet/avg_pool2d_0" -> "174 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/AsymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/asymmetric_quantize_0"; +"174 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/AsymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/asymmetric_quantize_0" -> "175 SENet/view_0"; +"175 SENet/view_0" -> "177 SENet/NNCFLinear[linear]/linear_0"; +"176 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/AsymmetricQuantizer[op]/asymmetric_quantize_0" -> "177 SENet/NNCFLinear[linear]/linear_0"; +"177 SENet/NNCFLinear[linear]/linear_0" -> "178 /nncf_model_output_0"; } diff --git a/tests/torch/data/reference_graphs/quantized/symmetric/mobilenet_v3_small.dot b/tests/torch/data/reference_graphs/quantized/symmetric/mobilenet_v3_small.dot index c922641d1e1..834d7370dd4 100644 --- a/tests/torch/data/reference_graphs/quantized/symmetric/mobilenet_v3_small.dot +++ b/tests/torch/data/reference_graphs/quantized/symmetric/mobilenet_v3_small.dot @@ -12,285 +12,240 @@ strict digraph { "10 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=10, type=relu_]; "11 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=11, type=symmetric_quantize]; "12 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/adaptive_avg_pool2d_0" [id=12, type=adaptive_avg_pool2d]; -"13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_0" [id=13, type=symmetric_quantize]; -"14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=14, type=symmetric_quantize]; -"15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0" [id=15, type=conv2d]; -"16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0" [id=16, type=relu_]; -"17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=17, type=symmetric_quantize]; -"18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=18, type=symmetric_quantize]; -"19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0" [id=19, type=conv2d]; -"20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0" [id=20, type=hardsigmoid]; -"21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_1" [id=21, type=symmetric_quantize]; -"22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0" [id=22, type=__mul__]; -"23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_2" [id=23, type=symmetric_quantize]; -"24 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=24, type=symmetric_quantize]; -"25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=25, type=conv2d]; -"26 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=26, type=batch_norm]; -"27 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=27, type=symmetric_quantize]; -"28 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=28, type=symmetric_quantize]; -"29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=29, type=conv2d]; -"30 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=30, type=batch_norm]; -"31 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=31, type=relu_]; -"32 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=32, type=symmetric_quantize]; -"33 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=33, type=symmetric_quantize]; -"34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=34, type=conv2d]; -"35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=35, type=batch_norm]; -"36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" [id=36, type=relu_]; -"37 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=37, type=symmetric_quantize]; -"38 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=38, type=symmetric_quantize]; -"39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=39, type=conv2d]; -"40 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=40, type=batch_norm]; -"41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=41, type=symmetric_quantize]; -"42 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=42, type=symmetric_quantize]; -"43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=43, type=conv2d]; -"44 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=44, type=batch_norm]; -"45 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=45, type=relu_]; -"46 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=46, type=symmetric_quantize]; -"47 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=47, type=symmetric_quantize]; -"48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=48, type=conv2d]; -"49 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=49, type=batch_norm]; -"50 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" [id=50, type=relu_]; -"51 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=51, type=symmetric_quantize]; -"52 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=52, type=symmetric_quantize]; -"53 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=53, type=conv2d]; -"54 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=54, type=batch_norm]; -"55 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=55, type=symmetric_quantize]; -"56 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0" [id=56, type=__iadd__]; -"57 MobileNetV3/Sequential[features]/InvertedResidual[3]/SymmetricQuantizer/symmetric_quantize_0" [id=57, type=symmetric_quantize]; -"58 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=58, type=symmetric_quantize]; -"59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=59, type=conv2d]; -"60 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=60, type=batch_norm]; -"61 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=61, type=hardswish]; -"62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=62, type=symmetric_quantize]; -"63 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=63, type=symmetric_quantize]; -"64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=64, type=conv2d]; -"65 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=65, type=batch_norm]; -"66 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=66, type=hardswish]; -"67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=67, type=symmetric_quantize]; -"68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=68, type=adaptive_avg_pool2d]; +"13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0" [id=13, type=conv2d]; +"14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0" [id=14, type=relu_]; +"15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0" [id=15, type=conv2d]; +"16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0" [id=16, type=hardsigmoid]; +"17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0" [id=17, type=__mul__]; +"18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_0" [id=18, type=symmetric_quantize]; +"19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=19, type=symmetric_quantize]; +"20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=20, type=conv2d]; +"21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=21, type=batch_norm]; +"22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=22, type=symmetric_quantize]; +"23 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=23, type=symmetric_quantize]; +"24 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=24, type=conv2d]; +"25 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=25, type=batch_norm]; +"26 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=26, type=relu_]; +"27 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=27, type=symmetric_quantize]; +"28 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=28, type=symmetric_quantize]; +"29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=29, type=conv2d]; +"30 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=30, type=batch_norm]; +"31 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" [id=31, type=relu_]; +"32 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=32, type=symmetric_quantize]; +"33 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=33, type=symmetric_quantize]; +"34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=34, type=conv2d]; +"35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=35, type=batch_norm]; +"36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=36, type=symmetric_quantize]; +"37 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=37, type=symmetric_quantize]; +"38 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=38, type=conv2d]; +"39 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=39, type=batch_norm]; +"40 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=40, type=relu_]; +"41 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=41, type=symmetric_quantize]; +"42 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=42, type=symmetric_quantize]; +"43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=43, type=conv2d]; +"44 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=44, type=batch_norm]; +"45 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" [id=45, type=relu_]; +"46 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=46, type=symmetric_quantize]; +"47 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=47, type=symmetric_quantize]; +"48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=48, type=conv2d]; +"49 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=49, type=batch_norm]; +"50 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=50, type=symmetric_quantize]; +"51 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0" [id=51, type=__iadd__]; +"52 MobileNetV3/Sequential[features]/InvertedResidual[3]/SymmetricQuantizer/symmetric_quantize_0" [id=52, type=symmetric_quantize]; +"53 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=53, type=symmetric_quantize]; +"54 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=54, type=conv2d]; +"55 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=55, type=batch_norm]; +"56 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=56, type=hardswish]; +"57 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=57, type=symmetric_quantize]; +"58 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=58, type=symmetric_quantize]; +"59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=59, type=conv2d]; +"60 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=60, type=batch_norm]; +"61 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=61, type=hardswish]; +"62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=62, type=symmetric_quantize]; +"63 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=63, type=adaptive_avg_pool2d]; +"64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=64, type=conv2d]; +"65 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=65, type=relu_]; +"66 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=66, type=conv2d]; +"67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=67, type=hardsigmoid]; +"68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=68, type=__mul__]; "69 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=69, type=symmetric_quantize]; -"70 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=70, type=symmetric_quantize]; -"71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=71, type=conv2d]; -"72 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=72, type=relu_]; -"73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=73, type=symmetric_quantize]; -"74 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=74, type=symmetric_quantize]; -"75 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=75, type=conv2d]; -"76 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=76, type=hardsigmoid]; -"77 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=77, type=symmetric_quantize]; -"78 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=78, type=__mul__]; -"79 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=79, type=symmetric_quantize]; -"80 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=80, type=symmetric_quantize]; -"81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=81, type=conv2d]; -"82 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=82, type=batch_norm]; -"83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=83, type=symmetric_quantize]; -"84 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=84, type=symmetric_quantize]; -"85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=85, type=conv2d]; -"86 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=86, type=batch_norm]; -"87 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=87, type=hardswish]; -"88 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=88, type=symmetric_quantize]; -"89 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=89, type=symmetric_quantize]; -"90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=90, type=conv2d]; -"91 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=91, type=batch_norm]; -"92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=92, type=hardswish]; -"93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=93, type=symmetric_quantize]; -"94 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=94, type=adaptive_avg_pool2d]; -"95 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=95, type=symmetric_quantize]; -"96 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=96, type=symmetric_quantize]; -"97 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=97, type=conv2d]; -"98 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=98, type=relu_]; -"99 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=99, type=symmetric_quantize]; -"100 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=100, type=symmetric_quantize]; -"101 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=101, type=conv2d]; -"102 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=102, type=hardsigmoid]; -"103 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=103, type=symmetric_quantize]; -"104 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=104, type=__mul__]; -"105 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=105, type=symmetric_quantize]; -"106 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=106, type=symmetric_quantize]; -"107 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=107, type=conv2d]; -"108 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=108, type=batch_norm]; -"109 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=109, type=symmetric_quantize]; -"110 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0" [id=110, type=__iadd__]; -"111 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0" [id=111, type=symmetric_quantize]; -"112 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=112, type=symmetric_quantize]; -"113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=113, type=conv2d]; -"114 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=114, type=batch_norm]; -"115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=115, type=hardswish]; -"116 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=116, type=symmetric_quantize]; -"117 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=117, type=symmetric_quantize]; -"118 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=118, type=conv2d]; -"119 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=119, type=batch_norm]; -"120 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=120, type=hardswish]; -"121 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=121, type=symmetric_quantize]; -"122 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=122, type=adaptive_avg_pool2d]; -"123 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=123, type=symmetric_quantize]; -"124 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=124, type=symmetric_quantize]; -"125 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=125, type=conv2d]; -"126 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=126, type=relu_]; -"127 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=127, type=symmetric_quantize]; -"128 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=128, type=symmetric_quantize]; -"129 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=129, type=conv2d]; -"130 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=130, type=hardsigmoid]; -"131 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=131, type=symmetric_quantize]; -"132 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=132, type=__mul__]; -"133 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=133, type=symmetric_quantize]; -"134 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=134, type=symmetric_quantize]; -"135 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=135, type=conv2d]; -"136 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=136, type=batch_norm]; -"137 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=137, type=symmetric_quantize]; -"138 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0" [id=138, type=__iadd__]; -"139 MobileNetV3/Sequential[features]/InvertedResidual[6]/SymmetricQuantizer/symmetric_quantize_0" [id=139, type=symmetric_quantize]; -"140 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=140, type=symmetric_quantize]; -"141 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=141, type=conv2d]; -"142 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=142, type=batch_norm]; -"143 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=143, type=hardswish]; -"144 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=144, type=symmetric_quantize]; -"145 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=145, type=symmetric_quantize]; -"146 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=146, type=conv2d]; -"147 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=147, type=batch_norm]; -"148 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=148, type=hardswish]; -"149 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=149, type=symmetric_quantize]; -"150 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=150, type=adaptive_avg_pool2d]; -"151 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=151, type=symmetric_quantize]; -"152 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=152, type=symmetric_quantize]; -"153 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=153, type=conv2d]; -"154 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=154, type=relu_]; -"155 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=155, type=symmetric_quantize]; -"156 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=156, type=symmetric_quantize]; -"157 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=157, type=conv2d]; -"158 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=158, type=hardsigmoid]; -"159 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=159, type=symmetric_quantize]; -"160 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=160, type=__mul__]; -"161 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=161, type=symmetric_quantize]; -"162 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=162, type=symmetric_quantize]; -"163 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=163, type=conv2d]; -"164 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=164, type=batch_norm]; -"165 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=165, type=symmetric_quantize]; -"166 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=166, type=symmetric_quantize]; -"167 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=167, type=conv2d]; -"168 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=168, type=batch_norm]; -"169 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=169, type=hardswish]; -"170 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=170, type=symmetric_quantize]; -"171 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=171, type=symmetric_quantize]; -"172 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=172, type=conv2d]; -"173 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=173, type=batch_norm]; -"174 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=174, type=hardswish]; -"175 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=175, type=symmetric_quantize]; -"176 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=176, type=adaptive_avg_pool2d]; -"177 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=177, type=symmetric_quantize]; -"178 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=178, type=symmetric_quantize]; -"179 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=179, type=conv2d]; -"180 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=180, type=relu_]; -"181 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=181, type=symmetric_quantize]; -"182 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=182, type=symmetric_quantize]; -"183 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=183, type=conv2d]; -"184 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=184, type=hardsigmoid]; -"185 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=185, type=symmetric_quantize]; -"186 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=186, type=__mul__]; -"187 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=187, type=symmetric_quantize]; -"188 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=188, type=symmetric_quantize]; -"189 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=189, type=conv2d]; -"190 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=190, type=batch_norm]; -"191 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=191, type=symmetric_quantize]; -"192 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0" [id=192, type=__iadd__]; -"193 MobileNetV3/Sequential[features]/InvertedResidual[8]/SymmetricQuantizer/symmetric_quantize_0" [id=193, type=symmetric_quantize]; -"194 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=194, type=symmetric_quantize]; -"195 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=195, type=conv2d]; -"196 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=196, type=batch_norm]; -"197 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=197, type=hardswish]; -"198 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=198, type=symmetric_quantize]; -"199 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=199, type=symmetric_quantize]; -"200 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=200, type=conv2d]; -"201 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=201, type=batch_norm]; -"202 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=202, type=hardswish]; -"203 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=203, type=symmetric_quantize]; -"204 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=204, type=adaptive_avg_pool2d]; -"205 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=205, type=symmetric_quantize]; -"206 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=206, type=symmetric_quantize]; -"207 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=207, type=conv2d]; -"208 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=208, type=relu_]; -"209 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=209, type=symmetric_quantize]; -"210 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=210, type=symmetric_quantize]; -"211 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=211, type=conv2d]; -"212 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=212, type=hardsigmoid]; -"213 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=213, type=symmetric_quantize]; -"214 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=214, type=__mul__]; -"215 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=215, type=symmetric_quantize]; -"216 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=216, type=symmetric_quantize]; -"217 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=217, type=conv2d]; -"218 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=218, type=batch_norm]; -"219 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=219, type=symmetric_quantize]; -"220 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=220, type=symmetric_quantize]; -"221 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=221, type=conv2d]; -"222 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=222, type=batch_norm]; -"223 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=223, type=hardswish]; -"224 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=224, type=symmetric_quantize]; -"225 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=225, type=symmetric_quantize]; -"226 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=226, type=conv2d]; -"227 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=227, type=batch_norm]; -"228 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=228, type=hardswish]; -"229 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=229, type=symmetric_quantize]; -"230 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=230, type=adaptive_avg_pool2d]; -"231 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=231, type=symmetric_quantize]; -"232 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=232, type=symmetric_quantize]; -"233 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=233, type=conv2d]; -"234 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=234, type=relu_]; -"235 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=235, type=symmetric_quantize]; -"236 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=236, type=symmetric_quantize]; -"237 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=237, type=conv2d]; -"238 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=238, type=hardsigmoid]; -"239 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=239, type=symmetric_quantize]; -"240 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=240, type=__mul__]; -"241 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=241, type=symmetric_quantize]; -"242 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=242, type=symmetric_quantize]; -"243 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=243, type=conv2d]; -"244 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=244, type=batch_norm]; -"245 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=245, type=symmetric_quantize]; -"246 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0" [id=246, type=__iadd__]; -"247 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0" [id=247, type=symmetric_quantize]; -"248 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=248, type=symmetric_quantize]; -"249 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=249, type=conv2d]; -"250 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=250, type=batch_norm]; -"251 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=251, type=hardswish]; -"252 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=252, type=symmetric_quantize]; -"253 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=253, type=symmetric_quantize]; -"254 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=254, type=conv2d]; -"255 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=255, type=batch_norm]; -"256 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=256, type=hardswish]; -"257 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=257, type=symmetric_quantize]; -"258 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=258, type=adaptive_avg_pool2d]; -"259 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=259, type=symmetric_quantize]; -"260 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=260, type=symmetric_quantize]; -"261 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=261, type=conv2d]; -"262 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=262, type=relu_]; -"263 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=263, type=symmetric_quantize]; -"264 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=264, type=symmetric_quantize]; -"265 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=265, type=conv2d]; -"266 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=266, type=hardsigmoid]; -"267 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=267, type=symmetric_quantize]; -"268 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=268, type=__mul__]; -"269 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=269, type=symmetric_quantize]; -"270 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=270, type=symmetric_quantize]; -"271 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=271, type=conv2d]; -"272 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=272, type=batch_norm]; -"273 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=273, type=symmetric_quantize]; -"274 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0" [id=274, type=__iadd__]; -"275 MobileNetV3/Sequential[features]/InvertedResidual[11]/SymmetricQuantizer/symmetric_quantize_0" [id=275, type=symmetric_quantize]; -"276 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=276, type=symmetric_quantize]; -"277 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0" [id=277, type=conv2d]; -"278 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0" [id=278, type=batch_norm]; -"279 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0" [id=279, type=hardswish]; -"280 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=280, type=symmetric_quantize]; -"281 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0" [id=281, type=adaptive_avg_pool2d]; -"282 MobileNetV3/AdaptiveAvgPool2d[avgpool]/SymmetricQuantizer/symmetric_quantize_0" [id=282, type=symmetric_quantize]; -"283 MobileNetV3/flatten_0" [id=283, type=flatten]; -"284 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=284, type=symmetric_quantize]; -"285 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0" [id=285, type=linear]; -"286 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0" [id=286, type=hardswish]; -"287 MobileNetV3/Sequential[classifier]/Hardswish[1]/SymmetricQuantizer/symmetric_quantize_0" [id=287, type=symmetric_quantize]; -"288 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0" [id=288, type=dropout]; -"289 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=289, type=symmetric_quantize]; -"290 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0" [id=290, type=linear]; -"291 /nncf_model_output_0" [id=291, type=nncf_model_output]; +"70 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=70, type=symmetric_quantize]; +"71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=71, type=conv2d]; +"72 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=72, type=batch_norm]; +"73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=73, type=symmetric_quantize]; +"74 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=74, type=symmetric_quantize]; +"75 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=75, type=conv2d]; +"76 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=76, type=batch_norm]; +"77 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=77, type=hardswish]; +"78 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=78, type=symmetric_quantize]; +"79 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=79, type=symmetric_quantize]; +"80 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=80, type=conv2d]; +"81 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=81, type=batch_norm]; +"82 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=82, type=hardswish]; +"83 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=83, type=symmetric_quantize]; +"84 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=84, type=adaptive_avg_pool2d]; +"85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=85, type=conv2d]; +"86 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=86, type=relu_]; +"87 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=87, type=conv2d]; +"88 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=88, type=hardsigmoid]; +"89 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=89, type=__mul__]; +"90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=90, type=symmetric_quantize]; +"91 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=91, type=symmetric_quantize]; +"92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=92, type=conv2d]; +"93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=93, type=batch_norm]; +"94 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=94, type=symmetric_quantize]; +"95 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0" [id=95, type=__iadd__]; +"96 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0" [id=96, type=symmetric_quantize]; +"97 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=97, type=symmetric_quantize]; +"98 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=98, type=conv2d]; +"99 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=99, type=batch_norm]; +"100 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=100, type=hardswish]; +"101 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=101, type=symmetric_quantize]; +"102 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=102, type=symmetric_quantize]; +"103 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=103, type=conv2d]; +"104 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=104, type=batch_norm]; +"105 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=105, type=hardswish]; +"106 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=106, type=symmetric_quantize]; +"107 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=107, type=adaptive_avg_pool2d]; +"108 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=108, type=conv2d]; +"109 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=109, type=relu_]; +"110 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=110, type=conv2d]; +"111 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=111, type=hardsigmoid]; +"112 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=112, type=__mul__]; +"113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=113, type=symmetric_quantize]; +"114 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=114, type=symmetric_quantize]; +"115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=115, type=conv2d]; +"116 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=116, type=batch_norm]; +"117 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=117, type=symmetric_quantize]; +"118 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0" [id=118, type=__iadd__]; +"119 MobileNetV3/Sequential[features]/InvertedResidual[6]/SymmetricQuantizer/symmetric_quantize_0" [id=119, type=symmetric_quantize]; +"120 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=120, type=symmetric_quantize]; +"121 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=121, type=conv2d]; +"122 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=122, type=batch_norm]; +"123 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=123, type=hardswish]; +"124 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=124, type=symmetric_quantize]; +"125 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=125, type=symmetric_quantize]; +"126 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=126, type=conv2d]; +"127 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=127, type=batch_norm]; +"128 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=128, type=hardswish]; +"129 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=129, type=symmetric_quantize]; +"130 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=130, type=adaptive_avg_pool2d]; +"131 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=131, type=conv2d]; +"132 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=132, type=relu_]; +"133 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=133, type=conv2d]; +"134 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=134, type=hardsigmoid]; +"135 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=135, type=__mul__]; +"136 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=136, type=symmetric_quantize]; +"137 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=137, type=symmetric_quantize]; +"138 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=138, type=conv2d]; +"139 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=139, type=batch_norm]; +"140 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=140, type=symmetric_quantize]; +"141 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=141, type=symmetric_quantize]; +"142 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=142, type=conv2d]; +"143 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=143, type=batch_norm]; +"144 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=144, type=hardswish]; +"145 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=145, type=symmetric_quantize]; +"146 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=146, type=symmetric_quantize]; +"147 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=147, type=conv2d]; +"148 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=148, type=batch_norm]; +"149 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=149, type=hardswish]; +"150 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=150, type=symmetric_quantize]; +"151 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=151, type=adaptive_avg_pool2d]; +"152 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=152, type=conv2d]; +"153 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=153, type=relu_]; +"154 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=154, type=conv2d]; +"155 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=155, type=hardsigmoid]; +"156 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=156, type=__mul__]; +"157 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=157, type=symmetric_quantize]; +"158 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=158, type=symmetric_quantize]; +"159 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=159, type=conv2d]; +"160 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=160, type=batch_norm]; +"161 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=161, type=symmetric_quantize]; +"162 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0" [id=162, type=__iadd__]; +"163 MobileNetV3/Sequential[features]/InvertedResidual[8]/SymmetricQuantizer/symmetric_quantize_0" [id=163, type=symmetric_quantize]; +"164 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=164, type=symmetric_quantize]; +"165 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=165, type=conv2d]; +"166 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=166, type=batch_norm]; +"167 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=167, type=hardswish]; +"168 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=168, type=symmetric_quantize]; +"169 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=169, type=symmetric_quantize]; +"170 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=170, type=conv2d]; +"171 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=171, type=batch_norm]; +"172 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=172, type=hardswish]; +"173 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=173, type=symmetric_quantize]; +"174 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=174, type=adaptive_avg_pool2d]; +"175 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=175, type=conv2d]; +"176 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=176, type=relu_]; +"177 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=177, type=conv2d]; +"178 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=178, type=hardsigmoid]; +"179 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=179, type=__mul__]; +"180 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=180, type=symmetric_quantize]; +"181 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=181, type=symmetric_quantize]; +"182 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=182, type=conv2d]; +"183 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=183, type=batch_norm]; +"184 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=184, type=symmetric_quantize]; +"185 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=185, type=symmetric_quantize]; +"186 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=186, type=conv2d]; +"187 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=187, type=batch_norm]; +"188 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=188, type=hardswish]; +"189 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=189, type=symmetric_quantize]; +"190 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=190, type=symmetric_quantize]; +"191 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=191, type=conv2d]; +"192 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=192, type=batch_norm]; +"193 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=193, type=hardswish]; +"194 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=194, type=symmetric_quantize]; +"195 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=195, type=adaptive_avg_pool2d]; +"196 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=196, type=conv2d]; +"197 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=197, type=relu_]; +"198 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=198, type=conv2d]; +"199 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=199, type=hardsigmoid]; +"200 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=200, type=__mul__]; +"201 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=201, type=symmetric_quantize]; +"202 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=202, type=symmetric_quantize]; +"203 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=203, type=conv2d]; +"204 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=204, type=batch_norm]; +"205 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=205, type=symmetric_quantize]; +"206 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0" [id=206, type=__iadd__]; +"207 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0" [id=207, type=symmetric_quantize]; +"208 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=208, type=symmetric_quantize]; +"209 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=209, type=conv2d]; +"210 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=210, type=batch_norm]; +"211 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=211, type=hardswish]; +"212 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=212, type=symmetric_quantize]; +"213 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=213, type=symmetric_quantize]; +"214 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=214, type=conv2d]; +"215 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=215, type=batch_norm]; +"216 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=216, type=hardswish]; +"217 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=217, type=symmetric_quantize]; +"218 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=218, type=adaptive_avg_pool2d]; +"219 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=219, type=conv2d]; +"220 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=220, type=relu_]; +"221 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=221, type=conv2d]; +"222 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=222, type=hardsigmoid]; +"223 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=223, type=__mul__]; +"224 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=224, type=symmetric_quantize]; +"225 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=225, type=symmetric_quantize]; +"226 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=226, type=conv2d]; +"227 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=227, type=batch_norm]; +"228 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=228, type=symmetric_quantize]; +"229 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0" [id=229, type=__iadd__]; +"230 MobileNetV3/Sequential[features]/InvertedResidual[11]/SymmetricQuantizer/symmetric_quantize_0" [id=230, type=symmetric_quantize]; +"231 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=231, type=symmetric_quantize]; +"232 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0" [id=232, type=conv2d]; +"233 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0" [id=233, type=batch_norm]; +"234 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0" [id=234, type=hardswish]; +"235 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=235, type=symmetric_quantize]; +"236 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0" [id=236, type=adaptive_avg_pool2d]; +"237 MobileNetV3/AdaptiveAvgPool2d[avgpool]/SymmetricQuantizer/symmetric_quantize_0" [id=237, type=symmetric_quantize]; +"238 MobileNetV3/flatten_0" [id=238, type=flatten]; +"239 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=239, type=symmetric_quantize]; +"240 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0" [id=240, type=linear]; +"241 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0" [id=241, type=hardswish]; +"242 MobileNetV3/Sequential[classifier]/Hardswish[1]/SymmetricQuantizer/symmetric_quantize_0" [id=242, type=symmetric_quantize]; +"243 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0" [id=243, type=dropout]; +"244 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=244, type=symmetric_quantize]; +"245 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0" [id=245, type=linear]; +"246 /nncf_model_output_0" [id=246, type=nncf_model_output]; "0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; "1 SymmetricQuantizer/symmetric_quantize_0" -> "3 MobileNetV3/Sequential[features]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; "2 MobileNetV3/Sequential[features]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "3 MobileNetV3/Sequential[features]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; @@ -303,298 +258,253 @@ strict digraph { "9 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "10 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; "10 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "11 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; "11 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "12 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/adaptive_avg_pool2d_0"; -"11 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0"; -"12 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/adaptive_avg_pool2d_0" -> "13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_0"; -"13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_0" -> "15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0"; -"14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0"; -"15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0" -> "16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0"; -"16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0" -> "17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0"; -"18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0"; -"19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0" -> "20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0"; -"20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0" -> "21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_1"; -"21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_1" -> "22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0"; -"22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0" -> "23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_2"; -"23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_2" -> "25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"24 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "26 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; -"26 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "27 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"27 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"28 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "30 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"30 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "31 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; -"31 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "32 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; -"32 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"33 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0"; -"36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" -> "37 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; -"37 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"38 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "40 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; -"40 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "56 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0"; -"42 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "44 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"44 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "45 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; -"45 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "46 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; -"46 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"47 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "49 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"49 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "50 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0"; -"50 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" -> "51 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; -"51 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "53 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"52 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "53 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"53 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "54 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; -"54 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "55 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"55 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "56 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0"; -"56 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0" -> "57 MobileNetV3/Sequential[features]/InvertedResidual[3]/SymmetricQuantizer/symmetric_quantize_0"; -"57 MobileNetV3/Sequential[features]/InvertedResidual[3]/SymmetricQuantizer/symmetric_quantize_0" -> "59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"58 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "60 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"60 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "61 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"61 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"63 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "65 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"65 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "66 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"66 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "78 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "69 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"69 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"70 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "72 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"72 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "75 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"74 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "75 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"75 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "76 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"76 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "77 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"77 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "78 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"78 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "79 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"79 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"80 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "82 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"82 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "110 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0"; -"84 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "86 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"86 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "87 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"87 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "88 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"88 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"89 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "91 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"91 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "94 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "104 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"94 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "95 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"95 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "97 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"96 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "97 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"97 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "98 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"98 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "99 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"99 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "101 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"100 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "101 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"101 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "102 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"102 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "103 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"103 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "104 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"104 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "105 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"105 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "107 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"106 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "107 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"107 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "108 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"108 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "109 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"109 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "110 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0"; -"110 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0" -> "111 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0"; -"111 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0" -> "113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"111 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0" -> "138 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0"; -"112 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "114 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"114 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "116 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"116 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "118 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"117 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "118 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"118 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "119 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"119 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "120 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"120 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "121 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"121 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "122 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"121 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "132 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"122 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "123 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"123 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "125 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"124 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "125 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"125 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "126 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"126 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "127 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"127 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "129 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"128 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "129 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"129 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "130 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"130 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "131 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"131 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "132 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"132 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "133 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"133 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "135 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"134 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "135 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"135 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "136 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"136 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "137 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"137 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "138 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0"; -"138 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0" -> "139 MobileNetV3/Sequential[features]/InvertedResidual[6]/SymmetricQuantizer/symmetric_quantize_0"; -"139 MobileNetV3/Sequential[features]/InvertedResidual[6]/SymmetricQuantizer/symmetric_quantize_0" -> "141 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"140 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "141 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"141 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "142 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"142 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "143 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"143 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "144 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"144 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "146 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"145 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "146 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"146 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "147 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"147 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "148 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"148 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "149 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"149 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "150 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"149 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "160 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"150 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "151 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"151 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "153 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"152 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "153 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"153 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "154 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"154 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "155 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"155 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "157 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"156 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "157 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"157 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "158 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"158 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "159 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"159 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "160 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"160 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "161 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"161 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "163 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"162 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "163 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"163 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "164 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"164 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "165 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"165 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "167 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"165 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "192 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0"; -"166 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "167 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"167 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "168 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"168 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "169 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"169 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "170 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"170 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "172 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"171 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "172 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"172 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "173 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"173 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "174 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"174 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "175 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"175 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "176 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"175 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "186 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"176 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "177 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"177 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "179 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"178 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "179 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"179 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "180 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"180 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "181 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"181 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "183 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"182 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "183 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"183 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "184 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"184 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "185 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"185 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "186 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"186 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "187 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"187 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "189 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"188 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "189 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"189 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "190 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"190 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "191 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"191 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "192 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0"; -"192 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0" -> "193 MobileNetV3/Sequential[features]/InvertedResidual[8]/SymmetricQuantizer/symmetric_quantize_0"; -"193 MobileNetV3/Sequential[features]/InvertedResidual[8]/SymmetricQuantizer/symmetric_quantize_0" -> "195 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"194 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "195 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"195 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "196 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"196 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "197 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"197 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "198 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"198 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "200 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"199 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "200 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"200 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "201 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"201 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "202 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"202 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "203 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"203 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "204 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"203 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "214 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"204 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "205 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"205 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "207 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"206 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "207 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"207 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "208 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"208 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "209 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"209 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "211 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"210 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "211 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"211 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "212 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"212 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "213 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"213 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "214 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"214 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "215 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"215 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "217 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"216 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "217 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"217 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "218 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"218 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "219 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"219 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "221 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"219 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "246 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0"; -"220 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "221 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"221 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "222 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"222 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "223 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"223 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "224 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"224 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "226 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"225 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "226 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"226 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "227 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"227 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "228 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"228 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "229 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"229 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "230 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"229 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "240 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"230 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "231 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"231 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "233 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"232 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "233 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"233 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "234 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"234 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "235 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"235 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "237 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"236 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "237 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"237 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "238 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"238 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "239 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"239 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "240 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"240 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "241 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"241 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "243 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"242 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "243 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"243 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "244 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"244 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "245 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"245 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "246 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0"; -"246 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0" -> "247 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0"; -"247 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0" -> "249 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"247 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0" -> "274 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0"; -"248 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "249 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"249 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "250 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"250 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "251 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"251 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "252 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"252 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "254 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"253 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "254 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"254 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "255 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"255 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "256 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"256 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "257 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"257 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "258 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"257 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "268 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"258 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "259 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"259 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "261 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"260 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "261 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"261 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "262 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"262 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "263 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"263 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "265 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"264 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "265 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"265 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "266 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"266 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "267 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"267 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "268 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"268 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "269 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"269 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "271 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"270 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "271 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"271 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "272 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"272 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "273 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"273 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "274 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0"; -"274 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0" -> "275 MobileNetV3/Sequential[features]/InvertedResidual[11]/SymmetricQuantizer/symmetric_quantize_0"; -"275 MobileNetV3/Sequential[features]/InvertedResidual[11]/SymmetricQuantizer/symmetric_quantize_0" -> "277 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0"; -"276 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "277 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0"; -"277 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0" -> "278 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0"; -"278 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0" -> "279 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0"; -"279 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0" -> "280 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"280 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "281 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0"; -"281 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0" -> "282 MobileNetV3/AdaptiveAvgPool2d[avgpool]/SymmetricQuantizer/symmetric_quantize_0"; -"282 MobileNetV3/AdaptiveAvgPool2d[avgpool]/SymmetricQuantizer/symmetric_quantize_0" -> "283 MobileNetV3/flatten_0"; -"283 MobileNetV3/flatten_0" -> "285 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0"; -"284 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "285 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0"; -"285 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0" -> "286 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0"; -"286 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0" -> "287 MobileNetV3/Sequential[classifier]/Hardswish[1]/SymmetricQuantizer/symmetric_quantize_0"; -"287 MobileNetV3/Sequential[classifier]/Hardswish[1]/SymmetricQuantizer/symmetric_quantize_0" -> "288 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0"; -"288 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0" -> "290 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0"; -"289 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "290 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0"; -"290 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0" -> "291 /nncf_model_output_0"; +"11 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0"; +"12 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/adaptive_avg_pool2d_0" -> "13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0"; +"13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0" -> "14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0"; +"14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0" -> "15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0"; +"15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0" -> "16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0"; +"16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0" -> "17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0"; +"17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0" -> "18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_0"; +"18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_0" -> "20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; +"21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "24 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"23 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "24 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"24 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "25 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"25 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "26 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; +"26 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "27 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; +"27 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"28 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"29 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "30 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"30 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "31 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0"; +"31 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" -> "32 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; +"32 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"33 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; +"35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "38 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "51 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0"; +"37 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "38 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"38 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "39 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"39 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "40 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; +"40 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "41 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; +"41 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"42 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"43 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "44 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"44 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "45 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0"; +"45 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" -> "46 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; +"46 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"47 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"48 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "49 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; +"49 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "50 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"50 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "51 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0"; +"51 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0" -> "52 MobileNetV3/Sequential[features]/InvertedResidual[3]/SymmetricQuantizer/symmetric_quantize_0"; +"52 MobileNetV3/Sequential[features]/InvertedResidual[3]/SymmetricQuantizer/symmetric_quantize_0" -> "54 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"53 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "54 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"54 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "55 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"55 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "56 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"56 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "57 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"57 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"58 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"59 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "60 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"60 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "61 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"61 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "63 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"62 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"63 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"64 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "65 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"65 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "66 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"66 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"67 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"68 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "69 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"69 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"70 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"71 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "72 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"72 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "75 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"73 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "95 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0"; +"74 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "75 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"75 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "76 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"76 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "77 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"77 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "78 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"78 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "80 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"79 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "80 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"80 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "81 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"81 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "82 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"82 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "83 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"83 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "84 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"83 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "89 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"84 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"85 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "86 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"86 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "87 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"87 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "88 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"88 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "89 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"89 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"90 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"91 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"92 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"93 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "94 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"94 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "95 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0"; +"95 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0" -> "96 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0"; +"96 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0" -> "98 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"96 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0" -> "118 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0"; +"97 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "98 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"98 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "99 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"99 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "100 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"100 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "101 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"101 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "103 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"102 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "103 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"103 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "104 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"104 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "105 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"105 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "106 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"106 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "107 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"106 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "112 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"107 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "108 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"108 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "109 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"109 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "110 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"110 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "111 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"111 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "112 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"112 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"113 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"114 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"115 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "116 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"116 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "117 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"117 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "118 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0"; +"118 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0" -> "119 MobileNetV3/Sequential[features]/InvertedResidual[6]/SymmetricQuantizer/symmetric_quantize_0"; +"119 MobileNetV3/Sequential[features]/InvertedResidual[6]/SymmetricQuantizer/symmetric_quantize_0" -> "121 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"120 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "121 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"121 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "122 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"122 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "123 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"123 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "124 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"124 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "126 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"125 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "126 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"126 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "127 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"127 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "128 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"128 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "129 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"129 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "130 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"129 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "135 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"130 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "131 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"131 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "132 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"132 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "133 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"133 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "134 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"134 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "135 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"135 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "136 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"136 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "138 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"137 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "138 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"138 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "139 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"139 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "140 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"140 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "142 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"140 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "162 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0"; +"141 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "142 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"142 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "143 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"143 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "144 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"144 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "145 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"145 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "147 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"146 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "147 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"147 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "148 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"148 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "149 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"149 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "150 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"150 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "151 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"150 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "156 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"151 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "152 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"152 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "153 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"153 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "154 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"154 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "155 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"155 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "156 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"156 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "157 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"157 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "159 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"158 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "159 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"159 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "160 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"160 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "161 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"161 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "162 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0"; +"162 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0" -> "163 MobileNetV3/Sequential[features]/InvertedResidual[8]/SymmetricQuantizer/symmetric_quantize_0"; +"163 MobileNetV3/Sequential[features]/InvertedResidual[8]/SymmetricQuantizer/symmetric_quantize_0" -> "165 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"164 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "165 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"165 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "166 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"166 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "167 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"167 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "168 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"168 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "170 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"169 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "170 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"170 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "171 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"171 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "172 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"172 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "173 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"173 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "174 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"173 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "179 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"174 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "175 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"175 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "176 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"176 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "177 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"177 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "178 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"178 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "179 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"179 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "180 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"180 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "182 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"181 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "182 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"182 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "183 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"183 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "184 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"184 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "186 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"184 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "206 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0"; +"185 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "186 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"186 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "187 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"187 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "188 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"188 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "189 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"189 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "191 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"190 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "191 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"191 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "192 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"192 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "193 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"193 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "194 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"194 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "195 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"194 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "200 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"195 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "196 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"196 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "197 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"197 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "198 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"198 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "199 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"199 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "200 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"200 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "201 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"201 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "203 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"202 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "203 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"203 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "204 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"204 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "205 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"205 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "206 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0"; +"206 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0" -> "207 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0"; +"207 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0" -> "209 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"207 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0" -> "229 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0"; +"208 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "209 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"209 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "210 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"210 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "211 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"211 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "212 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"212 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "214 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"213 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "214 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"214 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "215 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"215 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "216 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"216 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "217 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"217 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "218 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"217 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "223 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"218 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "219 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"219 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "220 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"220 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "221 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"221 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "222 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"222 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "223 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"223 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "224 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"224 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "226 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"225 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "226 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"226 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "227 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"227 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "228 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"228 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "229 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0"; +"229 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0" -> "230 MobileNetV3/Sequential[features]/InvertedResidual[11]/SymmetricQuantizer/symmetric_quantize_0"; +"230 MobileNetV3/Sequential[features]/InvertedResidual[11]/SymmetricQuantizer/symmetric_quantize_0" -> "232 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0"; +"231 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "232 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0"; +"232 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0" -> "233 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0"; +"233 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0" -> "234 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0"; +"234 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0" -> "235 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"235 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "236 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0"; +"236 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0" -> "237 MobileNetV3/AdaptiveAvgPool2d[avgpool]/SymmetricQuantizer/symmetric_quantize_0"; +"237 MobileNetV3/AdaptiveAvgPool2d[avgpool]/SymmetricQuantizer/symmetric_quantize_0" -> "238 MobileNetV3/flatten_0"; +"238 MobileNetV3/flatten_0" -> "240 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0"; +"239 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "240 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0"; +"240 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0" -> "241 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0"; +"241 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0" -> "242 MobileNetV3/Sequential[classifier]/Hardswish[1]/SymmetricQuantizer/symmetric_quantize_0"; +"242 MobileNetV3/Sequential[classifier]/Hardswish[1]/SymmetricQuantizer/symmetric_quantize_0" -> "243 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0"; +"243 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0" -> "245 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0"; +"244 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "245 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0"; +"245 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0" -> "246 /nncf_model_output_0"; } diff --git a/tests/torch/data/reference_graphs/quantized/symmetric/senet18.dot b/tests/torch/data/reference_graphs/quantized/symmetric/senet18.dot index 324e6a3e0d1..ee8803f9940 100644 --- a/tests/torch/data/reference_graphs/quantized/symmetric/senet18.dot +++ b/tests/torch/data/reference_graphs/quantized/symmetric/senet18.dot @@ -18,206 +18,166 @@ strict digraph { "16 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=16, type=conv2d]; "17 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=17, type=symmetric_quantize]; "18 SENet/Sequential[layer1]/PreActBlock[0]/avg_pool2d_0" [id=18, type=avg_pool2d]; -"19 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=19, type=symmetric_quantize]; -"20 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=20, type=symmetric_quantize]; -"21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=21, type=conv2d]; -"22 SENet/Sequential[layer1]/PreActBlock[0]/relu_2" [id=22, type=relu]; -"23 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=23, type=symmetric_quantize]; -"24 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=24, type=symmetric_quantize]; -"25 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=25, type=conv2d]; -"26 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0" [id=26, type=sigmoid]; -"27 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" [id=27, type=symmetric_quantize]; -"28 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0" [id=28, type=__mul__]; -"29 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" [id=29, type=symmetric_quantize]; -"30 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0" [id=30, type=__iadd__]; -"31 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" [id=31, type=symmetric_quantize]; -"32 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=32, type=batch_norm]; -"33 SENet/Sequential[layer1]/PreActBlock[1]/relu_0" [id=33, type=relu]; -"34 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=34, type=symmetric_quantize]; -"35 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=35, type=symmetric_quantize]; -"36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=36, type=conv2d]; -"37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=37, type=batch_norm]; -"38 SENet/Sequential[layer1]/PreActBlock[1]/relu_1" [id=38, type=relu]; -"39 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=39, type=symmetric_quantize]; -"40 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=40, type=symmetric_quantize]; -"41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=41, type=conv2d]; -"42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=42, type=symmetric_quantize]; -"43 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0" [id=43, type=avg_pool2d]; +"19 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=19, type=conv2d]; +"20 SENet/Sequential[layer1]/PreActBlock[0]/relu_2" [id=20, type=relu]; +"21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=21, type=conv2d]; +"22 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0" [id=22, type=sigmoid]; +"23 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0" [id=23, type=__mul__]; +"24 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=24, type=symmetric_quantize]; +"25 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0" [id=25, type=__iadd__]; +"26 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=26, type=symmetric_quantize]; +"27 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=27, type=batch_norm]; +"28 SENet/Sequential[layer1]/PreActBlock[1]/relu_0" [id=28, type=relu]; +"29 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=29, type=symmetric_quantize]; +"30 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=30, type=symmetric_quantize]; +"31 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=31, type=conv2d]; +"32 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=32, type=batch_norm]; +"33 SENet/Sequential[layer1]/PreActBlock[1]/relu_1" [id=33, type=relu]; +"34 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=34, type=symmetric_quantize]; +"35 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=35, type=symmetric_quantize]; +"36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=36, type=conv2d]; +"37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=37, type=symmetric_quantize]; +"38 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0" [id=38, type=avg_pool2d]; +"39 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=39, type=conv2d]; +"40 SENet/Sequential[layer1]/PreActBlock[1]/relu_2" [id=40, type=relu]; +"41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=41, type=conv2d]; +"42 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0" [id=42, type=sigmoid]; +"43 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0" [id=43, type=__mul__]; "44 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=44, type=symmetric_quantize]; -"45 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=45, type=symmetric_quantize]; -"46 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=46, type=conv2d]; -"47 SENet/Sequential[layer1]/PreActBlock[1]/relu_2" [id=47, type=relu]; -"48 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" [id=48, type=symmetric_quantize]; -"49 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=49, type=symmetric_quantize]; -"50 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=50, type=conv2d]; -"51 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0" [id=51, type=sigmoid]; -"52 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" [id=52, type=symmetric_quantize]; -"53 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0" [id=53, type=__mul__]; -"54 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" [id=54, type=symmetric_quantize]; -"55 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0" [id=55, type=__iadd__]; -"56 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=56, type=batch_norm]; -"57 SENet/Sequential[layer2]/PreActBlock[0]/relu_0" [id=57, type=relu]; -"58 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=58, type=symmetric_quantize]; -"59 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=59, type=symmetric_quantize]; -"60 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=60, type=conv2d]; -"61 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=61, type=symmetric_quantize]; -"62 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=62, type=symmetric_quantize]; -"63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=63, type=conv2d]; -"64 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=64, type=batch_norm]; -"65 SENet/Sequential[layer2]/PreActBlock[0]/relu_1" [id=65, type=relu]; -"66 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=66, type=symmetric_quantize]; -"67 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=67, type=symmetric_quantize]; -"68 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=68, type=conv2d]; -"69 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=69, type=symmetric_quantize]; -"70 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0" [id=70, type=avg_pool2d]; -"71 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=71, type=symmetric_quantize]; -"72 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=72, type=symmetric_quantize]; -"73 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=73, type=conv2d]; -"74 SENet/Sequential[layer2]/PreActBlock[0]/relu_2" [id=74, type=relu]; -"75 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=75, type=symmetric_quantize]; -"76 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=76, type=symmetric_quantize]; -"77 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=77, type=conv2d]; -"78 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0" [id=78, type=sigmoid]; -"79 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" [id=79, type=symmetric_quantize]; -"80 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0" [id=80, type=__mul__]; -"81 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" [id=81, type=symmetric_quantize]; -"82 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0" [id=82, type=__iadd__]; -"83 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" [id=83, type=symmetric_quantize]; -"84 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=84, type=batch_norm]; -"85 SENet/Sequential[layer2]/PreActBlock[1]/relu_0" [id=85, type=relu]; -"86 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=86, type=symmetric_quantize]; -"87 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=87, type=symmetric_quantize]; -"88 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=88, type=conv2d]; -"89 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=89, type=batch_norm]; -"90 SENet/Sequential[layer2]/PreActBlock[1]/relu_1" [id=90, type=relu]; -"91 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=91, type=symmetric_quantize]; -"92 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=92, type=symmetric_quantize]; -"93 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=93, type=conv2d]; -"94 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=94, type=symmetric_quantize]; -"95 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0" [id=95, type=avg_pool2d]; -"96 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=96, type=symmetric_quantize]; -"97 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=97, type=symmetric_quantize]; -"98 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=98, type=conv2d]; -"99 SENet/Sequential[layer2]/PreActBlock[1]/relu_2" [id=99, type=relu]; -"100 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" [id=100, type=symmetric_quantize]; -"101 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=101, type=symmetric_quantize]; -"102 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=102, type=conv2d]; -"103 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0" [id=103, type=sigmoid]; -"104 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" [id=104, type=symmetric_quantize]; -"105 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0" [id=105, type=__mul__]; -"106 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" [id=106, type=symmetric_quantize]; -"107 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0" [id=107, type=__iadd__]; -"108 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=108, type=batch_norm]; -"109 SENet/Sequential[layer3]/PreActBlock[0]/relu_0" [id=109, type=relu]; -"110 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=110, type=symmetric_quantize]; -"111 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=111, type=symmetric_quantize]; -"112 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=112, type=conv2d]; -"113 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=113, type=symmetric_quantize]; -"114 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=114, type=symmetric_quantize]; -"115 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=115, type=conv2d]; -"116 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=116, type=batch_norm]; -"117 SENet/Sequential[layer3]/PreActBlock[0]/relu_1" [id=117, type=relu]; -"118 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=118, type=symmetric_quantize]; -"119 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=119, type=symmetric_quantize]; -"120 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=120, type=conv2d]; -"121 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=121, type=symmetric_quantize]; -"122 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0" [id=122, type=avg_pool2d]; -"123 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=123, type=symmetric_quantize]; -"124 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=124, type=symmetric_quantize]; -"125 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=125, type=conv2d]; -"126 SENet/Sequential[layer3]/PreActBlock[0]/relu_2" [id=126, type=relu]; -"127 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=127, type=symmetric_quantize]; -"128 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=128, type=symmetric_quantize]; -"129 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=129, type=conv2d]; -"130 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0" [id=130, type=sigmoid]; -"131 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" [id=131, type=symmetric_quantize]; -"132 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0" [id=132, type=__mul__]; -"133 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" [id=133, type=symmetric_quantize]; -"134 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0" [id=134, type=__iadd__]; -"135 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" [id=135, type=symmetric_quantize]; -"136 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=136, type=batch_norm]; -"137 SENet/Sequential[layer3]/PreActBlock[1]/relu_0" [id=137, type=relu]; -"138 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=138, type=symmetric_quantize]; -"139 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=139, type=symmetric_quantize]; -"140 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=140, type=conv2d]; -"141 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=141, type=batch_norm]; -"142 SENet/Sequential[layer3]/PreActBlock[1]/relu_1" [id=142, type=relu]; -"143 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=143, type=symmetric_quantize]; -"144 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=144, type=symmetric_quantize]; -"145 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=145, type=conv2d]; -"146 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=146, type=symmetric_quantize]; -"147 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0" [id=147, type=avg_pool2d]; -"148 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=148, type=symmetric_quantize]; -"149 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=149, type=symmetric_quantize]; -"150 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=150, type=conv2d]; -"151 SENet/Sequential[layer3]/PreActBlock[1]/relu_2" [id=151, type=relu]; -"152 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" [id=152, type=symmetric_quantize]; -"153 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=153, type=symmetric_quantize]; -"154 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=154, type=conv2d]; -"155 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0" [id=155, type=sigmoid]; -"156 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" [id=156, type=symmetric_quantize]; -"157 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0" [id=157, type=__mul__]; -"158 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" [id=158, type=symmetric_quantize]; -"159 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0" [id=159, type=__iadd__]; -"160 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=160, type=batch_norm]; -"161 SENet/Sequential[layer4]/PreActBlock[0]/relu_0" [id=161, type=relu]; -"162 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=162, type=symmetric_quantize]; -"163 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=163, type=symmetric_quantize]; -"164 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=164, type=conv2d]; -"165 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=165, type=symmetric_quantize]; -"166 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=166, type=symmetric_quantize]; -"167 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=167, type=conv2d]; -"168 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=168, type=batch_norm]; -"169 SENet/Sequential[layer4]/PreActBlock[0]/relu_1" [id=169, type=relu]; -"170 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=170, type=symmetric_quantize]; -"171 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=171, type=symmetric_quantize]; -"172 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=172, type=conv2d]; -"173 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=173, type=symmetric_quantize]; -"174 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0" [id=174, type=avg_pool2d]; -"175 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=175, type=symmetric_quantize]; -"176 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=176, type=symmetric_quantize]; -"177 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=177, type=conv2d]; -"178 SENet/Sequential[layer4]/PreActBlock[0]/relu_2" [id=178, type=relu]; -"179 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=179, type=symmetric_quantize]; -"180 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=180, type=symmetric_quantize]; -"181 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=181, type=conv2d]; -"182 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0" [id=182, type=sigmoid]; -"183 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" [id=183, type=symmetric_quantize]; -"184 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0" [id=184, type=__mul__]; -"185 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" [id=185, type=symmetric_quantize]; -"186 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0" [id=186, type=__iadd__]; -"187 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" [id=187, type=symmetric_quantize]; -"188 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=188, type=batch_norm]; -"189 SENet/Sequential[layer4]/PreActBlock[1]/relu_0" [id=189, type=relu]; -"190 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=190, type=symmetric_quantize]; -"191 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=191, type=symmetric_quantize]; -"192 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=192, type=conv2d]; -"193 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=193, type=batch_norm]; -"194 SENet/Sequential[layer4]/PreActBlock[1]/relu_1" [id=194, type=relu]; -"195 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=195, type=symmetric_quantize]; -"196 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=196, type=symmetric_quantize]; -"197 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=197, type=conv2d]; -"198 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=198, type=symmetric_quantize]; -"199 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0" [id=199, type=avg_pool2d]; -"200 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=200, type=symmetric_quantize]; -"201 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=201, type=symmetric_quantize]; -"202 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=202, type=conv2d]; -"203 SENet/Sequential[layer4]/PreActBlock[1]/relu_2" [id=203, type=relu]; -"204 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" [id=204, type=symmetric_quantize]; -"205 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=205, type=symmetric_quantize]; -"206 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=206, type=conv2d]; -"207 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0" [id=207, type=sigmoid]; -"208 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" [id=208, type=symmetric_quantize]; -"209 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0" [id=209, type=__mul__]; -"210 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" [id=210, type=symmetric_quantize]; -"211 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0" [id=211, type=__iadd__]; -"212 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_6" [id=212, type=symmetric_quantize]; -"213 SENet/avg_pool2d_0" [id=213, type=avg_pool2d]; -"214 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/symmetric_quantize_0" [id=214, type=symmetric_quantize]; -"215 SENet/view_0" [id=215, type=view]; -"216 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=216, type=symmetric_quantize]; -"217 SENet/NNCFLinear[linear]/linear_0" [id=217, type=linear]; -"218 /nncf_model_output_0" [id=218, type=nncf_model_output]; +"45 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0" [id=45, type=__iadd__]; +"46 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=46, type=batch_norm]; +"47 SENet/Sequential[layer2]/PreActBlock[0]/relu_0" [id=47, type=relu]; +"48 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=48, type=symmetric_quantize]; +"49 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=49, type=symmetric_quantize]; +"50 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=50, type=conv2d]; +"51 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=51, type=symmetric_quantize]; +"52 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=52, type=symmetric_quantize]; +"53 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=53, type=conv2d]; +"54 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=54, type=batch_norm]; +"55 SENet/Sequential[layer2]/PreActBlock[0]/relu_1" [id=55, type=relu]; +"56 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=56, type=symmetric_quantize]; +"57 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=57, type=symmetric_quantize]; +"58 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=58, type=conv2d]; +"59 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=59, type=symmetric_quantize]; +"60 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0" [id=60, type=avg_pool2d]; +"61 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=61, type=conv2d]; +"62 SENet/Sequential[layer2]/PreActBlock[0]/relu_2" [id=62, type=relu]; +"63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=63, type=conv2d]; +"64 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0" [id=64, type=sigmoid]; +"65 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0" [id=65, type=__mul__]; +"66 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=66, type=symmetric_quantize]; +"67 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0" [id=67, type=__iadd__]; +"68 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=68, type=symmetric_quantize]; +"69 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=69, type=batch_norm]; +"70 SENet/Sequential[layer2]/PreActBlock[1]/relu_0" [id=70, type=relu]; +"71 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=71, type=symmetric_quantize]; +"72 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=72, type=symmetric_quantize]; +"73 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=73, type=conv2d]; +"74 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=74, type=batch_norm]; +"75 SENet/Sequential[layer2]/PreActBlock[1]/relu_1" [id=75, type=relu]; +"76 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=76, type=symmetric_quantize]; +"77 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=77, type=symmetric_quantize]; +"78 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=78, type=conv2d]; +"79 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=79, type=symmetric_quantize]; +"80 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0" [id=80, type=avg_pool2d]; +"81 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=81, type=conv2d]; +"82 SENet/Sequential[layer2]/PreActBlock[1]/relu_2" [id=82, type=relu]; +"83 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=83, type=conv2d]; +"84 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0" [id=84, type=sigmoid]; +"85 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0" [id=85, type=__mul__]; +"86 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=86, type=symmetric_quantize]; +"87 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0" [id=87, type=__iadd__]; +"88 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=88, type=batch_norm]; +"89 SENet/Sequential[layer3]/PreActBlock[0]/relu_0" [id=89, type=relu]; +"90 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=90, type=symmetric_quantize]; +"91 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=91, type=symmetric_quantize]; +"92 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=92, type=conv2d]; +"93 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=93, type=symmetric_quantize]; +"94 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=94, type=symmetric_quantize]; +"95 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=95, type=conv2d]; +"96 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=96, type=batch_norm]; +"97 SENet/Sequential[layer3]/PreActBlock[0]/relu_1" [id=97, type=relu]; +"98 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=98, type=symmetric_quantize]; +"99 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=99, type=symmetric_quantize]; +"100 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=100, type=conv2d]; +"101 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=101, type=symmetric_quantize]; +"102 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0" [id=102, type=avg_pool2d]; +"103 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=103, type=conv2d]; +"104 SENet/Sequential[layer3]/PreActBlock[0]/relu_2" [id=104, type=relu]; +"105 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=105, type=conv2d]; +"106 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0" [id=106, type=sigmoid]; +"107 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0" [id=107, type=__mul__]; +"108 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=108, type=symmetric_quantize]; +"109 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0" [id=109, type=__iadd__]; +"110 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=110, type=symmetric_quantize]; +"111 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=111, type=batch_norm]; +"112 SENet/Sequential[layer3]/PreActBlock[1]/relu_0" [id=112, type=relu]; +"113 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=113, type=symmetric_quantize]; +"114 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=114, type=symmetric_quantize]; +"115 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=115, type=conv2d]; +"116 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=116, type=batch_norm]; +"117 SENet/Sequential[layer3]/PreActBlock[1]/relu_1" [id=117, type=relu]; +"118 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=118, type=symmetric_quantize]; +"119 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=119, type=symmetric_quantize]; +"120 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=120, type=conv2d]; +"121 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=121, type=symmetric_quantize]; +"122 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0" [id=122, type=avg_pool2d]; +"123 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=123, type=conv2d]; +"124 SENet/Sequential[layer3]/PreActBlock[1]/relu_2" [id=124, type=relu]; +"125 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=125, type=conv2d]; +"126 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0" [id=126, type=sigmoid]; +"127 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0" [id=127, type=__mul__]; +"128 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=128, type=symmetric_quantize]; +"129 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0" [id=129, type=__iadd__]; +"130 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=130, type=batch_norm]; +"131 SENet/Sequential[layer4]/PreActBlock[0]/relu_0" [id=131, type=relu]; +"132 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=132, type=symmetric_quantize]; +"133 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=133, type=symmetric_quantize]; +"134 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=134, type=conv2d]; +"135 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=135, type=symmetric_quantize]; +"136 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=136, type=symmetric_quantize]; +"137 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=137, type=conv2d]; +"138 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=138, type=batch_norm]; +"139 SENet/Sequential[layer4]/PreActBlock[0]/relu_1" [id=139, type=relu]; +"140 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=140, type=symmetric_quantize]; +"141 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=141, type=symmetric_quantize]; +"142 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=142, type=conv2d]; +"143 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=143, type=symmetric_quantize]; +"144 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0" [id=144, type=avg_pool2d]; +"145 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=145, type=conv2d]; +"146 SENet/Sequential[layer4]/PreActBlock[0]/relu_2" [id=146, type=relu]; +"147 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=147, type=conv2d]; +"148 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0" [id=148, type=sigmoid]; +"149 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0" [id=149, type=__mul__]; +"150 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=150, type=symmetric_quantize]; +"151 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0" [id=151, type=__iadd__]; +"152 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=152, type=symmetric_quantize]; +"153 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=153, type=batch_norm]; +"154 SENet/Sequential[layer4]/PreActBlock[1]/relu_0" [id=154, type=relu]; +"155 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=155, type=symmetric_quantize]; +"156 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=156, type=symmetric_quantize]; +"157 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=157, type=conv2d]; +"158 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=158, type=batch_norm]; +"159 SENet/Sequential[layer4]/PreActBlock[1]/relu_1" [id=159, type=relu]; +"160 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=160, type=symmetric_quantize]; +"161 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=161, type=symmetric_quantize]; +"162 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=162, type=conv2d]; +"163 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=163, type=symmetric_quantize]; +"164 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0" [id=164, type=avg_pool2d]; +"165 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=165, type=conv2d]; +"166 SENet/Sequential[layer4]/PreActBlock[1]/relu_2" [id=166, type=relu]; +"167 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=167, type=conv2d]; +"168 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0" [id=168, type=sigmoid]; +"169 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0" [id=169, type=__mul__]; +"170 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=170, type=symmetric_quantize]; +"171 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0" [id=171, type=__iadd__]; +"172 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" [id=172, type=symmetric_quantize]; +"173 SENet/avg_pool2d_0" [id=173, type=avg_pool2d]; +"174 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/symmetric_quantize_0" [id=174, type=symmetric_quantize]; +"175 SENet/view_0" [id=175, type=view]; +"176 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=176, type=symmetric_quantize]; +"177 SENet/NNCFLinear[linear]/linear_0" [id=177, type=linear]; +"178 /nncf_model_output_0" [id=178, type=nncf_model_output]; "0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; "1 SymmetricQuantizer/symmetric_quantize_0" -> "3 SENet/NNCFConv2d[conv1]/conv2d_0"; "2 SENet/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "3 SENet/NNCFConv2d[conv1]/conv2d_0"; @@ -225,7 +185,7 @@ strict digraph { "4 SENet/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "5 SENet/relu_0"; "5 SENet/relu_0" -> "6 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/relu_0|OUTPUT]/symmetric_quantize_0"; "6 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/relu_0|OUTPUT]/symmetric_quantize_0" -> "7 SENet/Sequential[layer1]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"6 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/relu_0|OUTPUT]/symmetric_quantize_0" -> "30 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0"; +"6 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/relu_0|OUTPUT]/symmetric_quantize_0" -> "25 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0"; "7 SENet/Sequential[layer1]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "8 SENet/Sequential[layer1]/PreActBlock[0]/relu_0"; "8 SENet/Sequential[layer1]/PreActBlock[0]/relu_0" -> "9 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; "9 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "11 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; @@ -237,219 +197,179 @@ strict digraph { "15 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "16 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; "16 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "17 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; "17 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "18 SENet/Sequential[layer1]/PreActBlock[0]/avg_pool2d_0"; -"17 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "28 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0"; -"18 SENet/Sequential[layer1]/PreActBlock[0]/avg_pool2d_0" -> "19 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; -"19 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"20 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "22 SENet/Sequential[layer1]/PreActBlock[0]/relu_2"; -"22 SENet/Sequential[layer1]/PreActBlock[0]/relu_2" -> "23 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; -"23 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "25 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"24 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "25 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"25 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "26 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0"; -"26 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0" -> "27 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4"; -"27 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" -> "28 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0"; -"28 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0" -> "29 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5"; -"29 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" -> "30 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0"; -"30 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0" -> "31 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6"; -"31 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "32 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"31 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "55 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0"; -"32 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "33 SENet/Sequential[layer1]/PreActBlock[1]/relu_0"; -"33 SENet/Sequential[layer1]/PreActBlock[1]/relu_0" -> "34 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; -"34 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"35 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "38 SENet/Sequential[layer1]/PreActBlock[1]/relu_1"; -"38 SENet/Sequential[layer1]/PreActBlock[1]/relu_1" -> "39 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; -"39 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"40 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "43 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0"; -"42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "53 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0"; -"43 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0" -> "44 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; -"44 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "46 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"45 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "46 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"46 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "47 SENet/Sequential[layer1]/PreActBlock[1]/relu_2"; -"47 SENet/Sequential[layer1]/PreActBlock[1]/relu_2" -> "48 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3"; -"48 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" -> "50 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"49 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "50 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"50 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "51 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0"; -"51 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0" -> "52 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4"; -"52 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" -> "53 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0"; -"53 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0" -> "54 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5"; -"54 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" -> "55 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0"; -"55 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0" -> "56 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"56 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "57 SENet/Sequential[layer2]/PreActBlock[0]/relu_0"; -"57 SENet/Sequential[layer2]/PreActBlock[0]/relu_0" -> "58 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; -"58 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "60 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"58 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"59 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "60 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"60 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "61 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; -"61 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "82 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0"; -"62 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "64 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"64 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "65 SENet/Sequential[layer2]/PreActBlock[0]/relu_1"; -"65 SENet/Sequential[layer2]/PreActBlock[0]/relu_1" -> "66 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; -"66 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "68 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"67 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "68 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"68 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "69 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"69 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "70 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0"; -"69 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "80 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0"; -"70 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0" -> "71 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; -"71 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "73 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"72 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "73 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"73 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "74 SENet/Sequential[layer2]/PreActBlock[0]/relu_2"; -"74 SENet/Sequential[layer2]/PreActBlock[0]/relu_2" -> "75 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; -"75 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "77 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"76 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "77 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"77 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "78 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0"; -"78 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0" -> "79 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4"; -"79 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" -> "80 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0"; -"80 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0" -> "81 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5"; -"81 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" -> "82 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0"; -"82 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0" -> "83 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6"; -"83 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "84 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"83 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "107 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0"; -"84 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "85 SENet/Sequential[layer2]/PreActBlock[1]/relu_0"; -"85 SENet/Sequential[layer2]/PreActBlock[1]/relu_0" -> "86 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; -"86 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "88 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"87 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "88 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"88 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "89 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"89 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "90 SENet/Sequential[layer2]/PreActBlock[1]/relu_1"; -"90 SENet/Sequential[layer2]/PreActBlock[1]/relu_1" -> "91 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; -"91 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "93 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"92 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "93 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"93 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "94 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"94 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "95 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0"; -"94 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "105 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0"; -"95 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0" -> "96 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; -"96 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "98 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"97 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "98 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"98 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "99 SENet/Sequential[layer2]/PreActBlock[1]/relu_2"; -"99 SENet/Sequential[layer2]/PreActBlock[1]/relu_2" -> "100 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3"; -"100 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" -> "102 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"101 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "102 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"102 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "103 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0"; -"103 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0" -> "104 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4"; -"104 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" -> "105 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0"; -"105 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0" -> "106 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5"; -"106 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" -> "107 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0"; -"107 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0" -> "108 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"108 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "109 SENet/Sequential[layer3]/PreActBlock[0]/relu_0"; -"109 SENet/Sequential[layer3]/PreActBlock[0]/relu_0" -> "110 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; -"110 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "112 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"110 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "115 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"111 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "112 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"112 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "113 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; -"113 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "134 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0"; -"114 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "115 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"115 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "116 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"116 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "117 SENet/Sequential[layer3]/PreActBlock[0]/relu_1"; -"117 SENet/Sequential[layer3]/PreActBlock[0]/relu_1" -> "118 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; -"118 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "120 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"119 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "120 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"120 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "121 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"121 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "122 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0"; -"121 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "132 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0"; -"122 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0" -> "123 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; -"123 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "125 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"124 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "125 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"125 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "126 SENet/Sequential[layer3]/PreActBlock[0]/relu_2"; -"126 SENet/Sequential[layer3]/PreActBlock[0]/relu_2" -> "127 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; -"127 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "129 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"128 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "129 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"129 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "130 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0"; -"130 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0" -> "131 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4"; -"131 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" -> "132 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0"; -"132 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0" -> "133 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5"; -"133 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" -> "134 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0"; -"134 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0" -> "135 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6"; -"135 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "136 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"135 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "159 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0"; -"136 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "137 SENet/Sequential[layer3]/PreActBlock[1]/relu_0"; -"137 SENet/Sequential[layer3]/PreActBlock[1]/relu_0" -> "138 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; -"138 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "140 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"139 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "140 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"140 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "141 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"141 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "142 SENet/Sequential[layer3]/PreActBlock[1]/relu_1"; -"142 SENet/Sequential[layer3]/PreActBlock[1]/relu_1" -> "143 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; -"143 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "145 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"144 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "145 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"145 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "146 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"146 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "147 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0"; -"146 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "157 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0"; -"147 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0" -> "148 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; -"148 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "150 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"149 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "150 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"150 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "151 SENet/Sequential[layer3]/PreActBlock[1]/relu_2"; -"151 SENet/Sequential[layer3]/PreActBlock[1]/relu_2" -> "152 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3"; -"152 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" -> "154 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"153 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "154 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"154 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "155 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0"; -"155 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0" -> "156 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4"; -"156 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" -> "157 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0"; -"157 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0" -> "158 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5"; -"158 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" -> "159 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0"; -"159 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0" -> "160 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"160 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "161 SENet/Sequential[layer4]/PreActBlock[0]/relu_0"; -"161 SENet/Sequential[layer4]/PreActBlock[0]/relu_0" -> "162 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; -"162 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "164 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"162 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "167 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"163 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "164 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"164 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "165 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; -"165 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "186 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0"; -"166 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "167 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"167 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "168 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"168 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "169 SENet/Sequential[layer4]/PreActBlock[0]/relu_1"; -"169 SENet/Sequential[layer4]/PreActBlock[0]/relu_1" -> "170 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; -"170 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "172 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"171 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "172 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"172 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "173 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"173 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "174 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0"; -"173 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "184 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0"; -"174 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0" -> "175 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; -"175 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "177 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"176 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "177 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"177 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "178 SENet/Sequential[layer4]/PreActBlock[0]/relu_2"; -"178 SENet/Sequential[layer4]/PreActBlock[0]/relu_2" -> "179 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; -"179 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "181 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"180 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "181 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"181 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "182 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0"; -"182 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0" -> "183 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4"; -"183 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" -> "184 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0"; -"184 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0" -> "185 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5"; -"185 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" -> "186 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0"; -"186 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0" -> "187 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6"; -"187 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "188 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"187 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "211 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0"; -"188 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "189 SENet/Sequential[layer4]/PreActBlock[1]/relu_0"; -"189 SENet/Sequential[layer4]/PreActBlock[1]/relu_0" -> "190 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; -"190 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "192 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"191 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "192 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"192 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "193 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"193 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "194 SENet/Sequential[layer4]/PreActBlock[1]/relu_1"; -"194 SENet/Sequential[layer4]/PreActBlock[1]/relu_1" -> "195 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; -"195 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "197 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"196 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "197 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"197 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "198 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"198 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "199 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0"; -"198 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "209 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0"; -"199 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0" -> "200 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; -"200 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "202 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"201 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "202 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"202 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "203 SENet/Sequential[layer4]/PreActBlock[1]/relu_2"; -"203 SENet/Sequential[layer4]/PreActBlock[1]/relu_2" -> "204 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3"; -"204 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" -> "206 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"205 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "206 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"206 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "207 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0"; -"207 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0" -> "208 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4"; -"208 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" -> "209 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0"; -"209 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0" -> "210 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5"; -"210 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" -> "211 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0"; -"211 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0" -> "212 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_6"; -"212 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_6" -> "213 SENet/avg_pool2d_0"; -"213 SENet/avg_pool2d_0" -> "214 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/symmetric_quantize_0"; -"214 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/symmetric_quantize_0" -> "215 SENet/view_0"; -"215 SENet/view_0" -> "217 SENet/NNCFLinear[linear]/linear_0"; -"216 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "217 SENet/NNCFLinear[linear]/linear_0"; -"217 SENet/NNCFLinear[linear]/linear_0" -> "218 /nncf_model_output_0"; +"17 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "23 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0"; +"18 SENet/Sequential[layer1]/PreActBlock[0]/avg_pool2d_0" -> "19 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"19 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "20 SENet/Sequential[layer1]/PreActBlock[0]/relu_2"; +"20 SENet/Sequential[layer1]/PreActBlock[0]/relu_2" -> "21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "22 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0"; +"22 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0" -> "23 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0"; +"23 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0" -> "24 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; +"24 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "25 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0"; +"25 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0" -> "26 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; +"26 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "27 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"26 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "45 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0"; +"27 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "28 SENet/Sequential[layer1]/PreActBlock[1]/relu_0"; +"28 SENet/Sequential[layer1]/PreActBlock[1]/relu_0" -> "29 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; +"29 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "31 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"30 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "31 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"31 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "32 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"32 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "33 SENet/Sequential[layer1]/PreActBlock[1]/relu_1"; +"33 SENet/Sequential[layer1]/PreActBlock[1]/relu_1" -> "34 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; +"34 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"35 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"36 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "38 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0"; +"37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "43 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0"; +"38 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0" -> "39 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"39 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "40 SENet/Sequential[layer1]/PreActBlock[1]/relu_2"; +"40 SENet/Sequential[layer1]/PreActBlock[1]/relu_2" -> "41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "42 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0"; +"42 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0" -> "43 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0"; +"43 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0" -> "44 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; +"44 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "45 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0"; +"45 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0" -> "46 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"46 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "47 SENet/Sequential[layer2]/PreActBlock[0]/relu_0"; +"47 SENet/Sequential[layer2]/PreActBlock[0]/relu_0" -> "48 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; +"48 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "50 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"48 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "53 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"49 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "50 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"50 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "51 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; +"51 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "67 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0"; +"52 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "53 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"53 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "54 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"54 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "55 SENet/Sequential[layer2]/PreActBlock[0]/relu_1"; +"55 SENet/Sequential[layer2]/PreActBlock[0]/relu_1" -> "56 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; +"56 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "58 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"57 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "58 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"58 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "59 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"59 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "60 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0"; +"59 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "65 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0"; +"60 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0" -> "61 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"61 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "62 SENet/Sequential[layer2]/PreActBlock[0]/relu_2"; +"62 SENet/Sequential[layer2]/PreActBlock[0]/relu_2" -> "63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"63 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "64 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0"; +"64 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0" -> "65 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0"; +"65 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0" -> "66 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; +"66 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "67 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0"; +"67 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0" -> "68 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; +"68 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "69 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"68 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "87 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0"; +"69 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "70 SENet/Sequential[layer2]/PreActBlock[1]/relu_0"; +"70 SENet/Sequential[layer2]/PreActBlock[1]/relu_0" -> "71 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; +"71 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "73 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"72 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "73 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"73 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "74 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"74 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "75 SENet/Sequential[layer2]/PreActBlock[1]/relu_1"; +"75 SENet/Sequential[layer2]/PreActBlock[1]/relu_1" -> "76 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; +"76 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "78 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"77 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "78 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"78 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "79 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"79 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "80 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0"; +"79 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "85 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0"; +"80 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0" -> "81 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"81 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "82 SENet/Sequential[layer2]/PreActBlock[1]/relu_2"; +"82 SENet/Sequential[layer2]/PreActBlock[1]/relu_2" -> "83 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"83 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "84 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0"; +"84 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0" -> "85 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0"; +"85 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0" -> "86 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; +"86 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "87 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0"; +"87 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0" -> "88 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"88 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "89 SENet/Sequential[layer3]/PreActBlock[0]/relu_0"; +"89 SENet/Sequential[layer3]/PreActBlock[0]/relu_0" -> "90 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; +"90 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "92 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"90 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "95 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"91 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "92 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"92 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "93 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; +"93 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "109 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0"; +"94 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "95 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"95 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "96 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"96 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "97 SENet/Sequential[layer3]/PreActBlock[0]/relu_1"; +"97 SENet/Sequential[layer3]/PreActBlock[0]/relu_1" -> "98 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; +"98 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "100 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"99 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "100 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"100 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "101 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"101 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "102 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0"; +"101 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "107 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0"; +"102 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0" -> "103 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"103 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "104 SENet/Sequential[layer3]/PreActBlock[0]/relu_2"; +"104 SENet/Sequential[layer3]/PreActBlock[0]/relu_2" -> "105 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"105 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "106 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0"; +"106 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0" -> "107 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0"; +"107 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0" -> "108 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; +"108 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "109 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0"; +"109 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0" -> "110 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; +"110 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "111 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"110 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "129 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0"; +"111 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "112 SENet/Sequential[layer3]/PreActBlock[1]/relu_0"; +"112 SENet/Sequential[layer3]/PreActBlock[1]/relu_0" -> "113 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; +"113 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "115 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"114 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "115 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"115 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "116 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"116 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "117 SENet/Sequential[layer3]/PreActBlock[1]/relu_1"; +"117 SENet/Sequential[layer3]/PreActBlock[1]/relu_1" -> "118 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; +"118 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "120 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"119 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "120 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"120 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "121 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"121 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "122 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0"; +"121 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "127 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0"; +"122 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0" -> "123 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"123 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "124 SENet/Sequential[layer3]/PreActBlock[1]/relu_2"; +"124 SENet/Sequential[layer3]/PreActBlock[1]/relu_2" -> "125 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"125 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "126 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0"; +"126 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0" -> "127 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0"; +"127 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0" -> "128 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; +"128 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "129 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0"; +"129 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0" -> "130 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"130 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "131 SENet/Sequential[layer4]/PreActBlock[0]/relu_0"; +"131 SENet/Sequential[layer4]/PreActBlock[0]/relu_0" -> "132 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; +"132 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "134 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"132 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "137 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"133 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "134 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"134 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "135 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; +"135 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "151 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0"; +"136 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "137 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"137 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "138 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"138 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "139 SENet/Sequential[layer4]/PreActBlock[0]/relu_1"; +"139 SENet/Sequential[layer4]/PreActBlock[0]/relu_1" -> "140 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; +"140 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "142 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"141 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "142 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"142 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "143 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"143 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "144 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0"; +"143 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "149 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0"; +"144 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0" -> "145 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"145 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "146 SENet/Sequential[layer4]/PreActBlock[0]/relu_2"; +"146 SENet/Sequential[layer4]/PreActBlock[0]/relu_2" -> "147 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"147 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "148 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0"; +"148 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0" -> "149 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0"; +"149 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0" -> "150 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; +"150 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "151 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0"; +"151 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0" -> "152 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; +"152 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "153 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"152 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "171 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0"; +"153 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "154 SENet/Sequential[layer4]/PreActBlock[1]/relu_0"; +"154 SENet/Sequential[layer4]/PreActBlock[1]/relu_0" -> "155 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; +"155 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "157 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"156 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "157 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"157 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "158 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"158 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "159 SENet/Sequential[layer4]/PreActBlock[1]/relu_1"; +"159 SENet/Sequential[layer4]/PreActBlock[1]/relu_1" -> "160 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; +"160 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "162 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"161 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "162 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"162 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "163 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"163 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "164 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0"; +"163 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "169 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0"; +"164 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0" -> "165 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"165 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "166 SENet/Sequential[layer4]/PreActBlock[1]/relu_2"; +"166 SENet/Sequential[layer4]/PreActBlock[1]/relu_2" -> "167 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"167 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "168 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0"; +"168 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0" -> "169 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0"; +"169 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0" -> "170 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; +"170 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "171 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0"; +"171 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0" -> "172 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3"; +"172 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" -> "173 SENet/avg_pool2d_0"; +"173 SENet/avg_pool2d_0" -> "174 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/symmetric_quantize_0"; +"174 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/symmetric_quantize_0" -> "175 SENet/view_0"; +"175 SENet/view_0" -> "177 SENet/NNCFLinear[linear]/linear_0"; +"176 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "177 SENet/NNCFLinear[linear]/linear_0"; +"177 SENet/NNCFLinear[linear]/linear_0" -> "178 /nncf_model_output_0"; } diff --git a/tests/torch/data/reference_graphs/quantized_rb_sparsity/mobilenet_v3_small.dot b/tests/torch/data/reference_graphs/quantized_rb_sparsity/mobilenet_v3_small.dot index 22e9d4f6503..312f8827391 100644 --- a/tests/torch/data/reference_graphs/quantized_rb_sparsity/mobilenet_v3_small.dot +++ b/tests/torch/data/reference_graphs/quantized_rb_sparsity/mobilenet_v3_small.dot @@ -16,389 +16,344 @@ strict digraph { "14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=14, type=relu_]; "15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=15, type=symmetric_quantize]; "16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/adaptive_avg_pool2d_0" [id=16, type=adaptive_avg_pool2d]; -"17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_0" [id=17, type=symmetric_quantize]; -"18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=18, type=calc_rb_binary_mask]; -"19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=19, type=apply_binary_mask]; -"20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=20, type=symmetric_quantize]; -"21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0" [id=21, type=conv2d]; -"22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0" [id=22, type=relu_]; -"23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=23, type=symmetric_quantize]; -"24 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=24, type=calc_rb_binary_mask]; -"25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=25, type=apply_binary_mask]; -"26 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=26, type=symmetric_quantize]; -"27 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0" [id=27, type=conv2d]; -"28 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0" [id=28, type=hardsigmoid]; -"29 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_1" [id=29, type=symmetric_quantize]; -"30 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0" [id=30, type=__mul__]; -"31 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_2" [id=31, type=symmetric_quantize]; -"32 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=32, type=calc_rb_binary_mask]; -"33 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=33, type=apply_binary_mask]; -"34 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=34, type=symmetric_quantize]; -"35 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=35, type=conv2d]; -"36 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=36, type=batch_norm]; -"37 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=37, type=symmetric_quantize]; -"38 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=38, type=calc_rb_binary_mask]; -"39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=39, type=apply_binary_mask]; -"40 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=40, type=symmetric_quantize]; -"41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=41, type=conv2d]; -"42 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=42, type=batch_norm]; -"43 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=43, type=relu_]; -"44 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=44, type=symmetric_quantize]; -"45 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=45, type=calc_rb_binary_mask]; -"46 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=46, type=apply_binary_mask]; -"47 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=47, type=symmetric_quantize]; -"48 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=48, type=conv2d]; -"49 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=49, type=batch_norm]; -"50 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" [id=50, type=relu_]; -"51 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=51, type=symmetric_quantize]; -"52 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=52, type=calc_rb_binary_mask]; -"53 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=53, type=apply_binary_mask]; -"54 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=54, type=symmetric_quantize]; -"55 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=55, type=conv2d]; -"56 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=56, type=batch_norm]; -"57 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=57, type=symmetric_quantize]; -"58 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=58, type=calc_rb_binary_mask]; -"59 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=59, type=apply_binary_mask]; -"60 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=60, type=symmetric_quantize]; -"61 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=61, type=conv2d]; -"62 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=62, type=batch_norm]; -"63 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=63, type=relu_]; -"64 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=64, type=symmetric_quantize]; -"65 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=65, type=calc_rb_binary_mask]; -"66 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=66, type=apply_binary_mask]; -"67 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=67, type=symmetric_quantize]; -"68 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=68, type=conv2d]; -"69 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=69, type=batch_norm]; -"70 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" [id=70, type=relu_]; -"71 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=71, type=symmetric_quantize]; -"72 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=72, type=calc_rb_binary_mask]; -"73 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=73, type=apply_binary_mask]; -"74 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=74, type=symmetric_quantize]; -"75 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=75, type=conv2d]; -"76 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=76, type=batch_norm]; -"77 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=77, type=symmetric_quantize]; -"78 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0" [id=78, type=__iadd__]; -"79 MobileNetV3/Sequential[features]/InvertedResidual[3]/SymmetricQuantizer/symmetric_quantize_0" [id=79, type=symmetric_quantize]; -"80 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=80, type=calc_rb_binary_mask]; -"81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=81, type=apply_binary_mask]; -"82 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=82, type=symmetric_quantize]; -"83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=83, type=conv2d]; -"84 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=84, type=batch_norm]; -"85 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=85, type=hardswish]; -"86 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=86, type=symmetric_quantize]; -"87 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=87, type=calc_rb_binary_mask]; -"88 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=88, type=apply_binary_mask]; -"89 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=89, type=symmetric_quantize]; -"90 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=90, type=conv2d]; -"91 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=91, type=batch_norm]; -"92 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=92, type=hardswish]; -"93 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=93, type=symmetric_quantize]; -"94 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=94, type=adaptive_avg_pool2d]; -"95 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=95, type=symmetric_quantize]; -"96 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=96, type=calc_rb_binary_mask]; -"97 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=97, type=apply_binary_mask]; -"98 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=98, type=symmetric_quantize]; -"99 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=99, type=conv2d]; -"100 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=100, type=relu_]; -"101 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=101, type=symmetric_quantize]; -"102 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=102, type=calc_rb_binary_mask]; -"103 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=103, type=apply_binary_mask]; -"104 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=104, type=symmetric_quantize]; -"105 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=105, type=conv2d]; -"106 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=106, type=hardsigmoid]; -"107 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=107, type=symmetric_quantize]; -"108 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=108, type=__mul__]; -"109 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=109, type=symmetric_quantize]; -"110 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=110, type=calc_rb_binary_mask]; -"111 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=111, type=apply_binary_mask]; -"112 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=112, type=symmetric_quantize]; -"113 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=113, type=conv2d]; -"114 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=114, type=batch_norm]; -"115 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=115, type=symmetric_quantize]; -"116 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=116, type=calc_rb_binary_mask]; -"117 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=117, type=apply_binary_mask]; -"118 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=118, type=symmetric_quantize]; -"119 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=119, type=conv2d]; -"120 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=120, type=batch_norm]; -"121 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=121, type=hardswish]; -"122 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=122, type=symmetric_quantize]; -"123 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=123, type=calc_rb_binary_mask]; -"124 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=124, type=apply_binary_mask]; -"125 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=125, type=symmetric_quantize]; -"126 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=126, type=conv2d]; -"127 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=127, type=batch_norm]; -"128 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=128, type=hardswish]; -"129 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=129, type=symmetric_quantize]; -"130 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=130, type=adaptive_avg_pool2d]; -"131 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=131, type=symmetric_quantize]; -"132 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=132, type=calc_rb_binary_mask]; -"133 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=133, type=apply_binary_mask]; -"134 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=134, type=symmetric_quantize]; -"135 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=135, type=conv2d]; -"136 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=136, type=relu_]; -"137 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=137, type=symmetric_quantize]; -"138 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=138, type=calc_rb_binary_mask]; -"139 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=139, type=apply_binary_mask]; -"140 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=140, type=symmetric_quantize]; -"141 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=141, type=conv2d]; -"142 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=142, type=hardsigmoid]; -"143 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=143, type=symmetric_quantize]; -"144 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=144, type=__mul__]; -"145 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=145, type=symmetric_quantize]; -"146 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=146, type=calc_rb_binary_mask]; -"147 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=147, type=apply_binary_mask]; -"148 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=148, type=symmetric_quantize]; -"149 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=149, type=conv2d]; -"150 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=150, type=batch_norm]; -"151 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=151, type=symmetric_quantize]; -"152 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0" [id=152, type=__iadd__]; -"153 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0" [id=153, type=symmetric_quantize]; -"154 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=154, type=calc_rb_binary_mask]; -"155 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=155, type=apply_binary_mask]; -"156 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=156, type=symmetric_quantize]; -"157 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=157, type=conv2d]; -"158 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=158, type=batch_norm]; -"159 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=159, type=hardswish]; -"160 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=160, type=symmetric_quantize]; -"161 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=161, type=calc_rb_binary_mask]; -"162 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=162, type=apply_binary_mask]; -"163 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=163, type=symmetric_quantize]; -"164 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=164, type=conv2d]; -"165 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=165, type=batch_norm]; -"166 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=166, type=hardswish]; -"167 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=167, type=symmetric_quantize]; -"168 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=168, type=adaptive_avg_pool2d]; -"169 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=169, type=symmetric_quantize]; -"170 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=170, type=calc_rb_binary_mask]; -"171 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=171, type=apply_binary_mask]; -"172 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=172, type=symmetric_quantize]; -"173 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=173, type=conv2d]; -"174 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=174, type=relu_]; -"175 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=175, type=symmetric_quantize]; -"176 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=176, type=calc_rb_binary_mask]; -"177 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=177, type=apply_binary_mask]; -"178 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=178, type=symmetric_quantize]; -"179 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=179, type=conv2d]; -"180 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=180, type=hardsigmoid]; -"181 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=181, type=symmetric_quantize]; -"182 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=182, type=__mul__]; -"183 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=183, type=symmetric_quantize]; -"184 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=184, type=calc_rb_binary_mask]; -"185 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=185, type=apply_binary_mask]; -"186 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=186, type=symmetric_quantize]; -"187 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=187, type=conv2d]; -"188 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=188, type=batch_norm]; -"189 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=189, type=symmetric_quantize]; -"190 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0" [id=190, type=__iadd__]; -"191 MobileNetV3/Sequential[features]/InvertedResidual[6]/SymmetricQuantizer/symmetric_quantize_0" [id=191, type=symmetric_quantize]; -"192 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=192, type=calc_rb_binary_mask]; -"193 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=193, type=apply_binary_mask]; -"194 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=194, type=symmetric_quantize]; -"195 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=195, type=conv2d]; -"196 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=196, type=batch_norm]; -"197 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=197, type=hardswish]; -"198 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=198, type=symmetric_quantize]; -"199 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=199, type=calc_rb_binary_mask]; -"200 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=200, type=apply_binary_mask]; -"201 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=201, type=symmetric_quantize]; -"202 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=202, type=conv2d]; -"203 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=203, type=batch_norm]; -"204 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=204, type=hardswish]; -"205 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=205, type=symmetric_quantize]; -"206 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=206, type=adaptive_avg_pool2d]; -"207 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=207, type=symmetric_quantize]; -"208 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=208, type=calc_rb_binary_mask]; -"209 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=209, type=apply_binary_mask]; -"210 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=210, type=symmetric_quantize]; -"211 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=211, type=conv2d]; -"212 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=212, type=relu_]; -"213 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=213, type=symmetric_quantize]; -"214 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=214, type=calc_rb_binary_mask]; -"215 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=215, type=apply_binary_mask]; -"216 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=216, type=symmetric_quantize]; -"217 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=217, type=conv2d]; -"218 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=218, type=hardsigmoid]; -"219 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=219, type=symmetric_quantize]; -"220 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=220, type=__mul__]; -"221 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=221, type=symmetric_quantize]; -"222 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=222, type=calc_rb_binary_mask]; -"223 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=223, type=apply_binary_mask]; -"224 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=224, type=symmetric_quantize]; -"225 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=225, type=conv2d]; -"226 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=226, type=batch_norm]; -"227 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=227, type=symmetric_quantize]; -"228 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=228, type=calc_rb_binary_mask]; -"229 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=229, type=apply_binary_mask]; -"230 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=230, type=symmetric_quantize]; -"231 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=231, type=conv2d]; -"232 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=232, type=batch_norm]; -"233 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=233, type=hardswish]; -"234 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=234, type=symmetric_quantize]; -"235 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=235, type=calc_rb_binary_mask]; -"236 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=236, type=apply_binary_mask]; -"237 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=237, type=symmetric_quantize]; -"238 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=238, type=conv2d]; -"239 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=239, type=batch_norm]; -"240 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=240, type=hardswish]; -"241 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=241, type=symmetric_quantize]; -"242 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=242, type=adaptive_avg_pool2d]; -"243 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=243, type=symmetric_quantize]; -"244 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=244, type=calc_rb_binary_mask]; -"245 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=245, type=apply_binary_mask]; -"246 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=246, type=symmetric_quantize]; -"247 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=247, type=conv2d]; -"248 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=248, type=relu_]; -"249 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=249, type=symmetric_quantize]; -"250 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=250, type=calc_rb_binary_mask]; -"251 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=251, type=apply_binary_mask]; -"252 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=252, type=symmetric_quantize]; -"253 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=253, type=conv2d]; -"254 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=254, type=hardsigmoid]; -"255 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=255, type=symmetric_quantize]; -"256 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=256, type=__mul__]; -"257 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=257, type=symmetric_quantize]; -"258 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=258, type=calc_rb_binary_mask]; -"259 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=259, type=apply_binary_mask]; -"260 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=260, type=symmetric_quantize]; -"261 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=261, type=conv2d]; -"262 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=262, type=batch_norm]; -"263 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=263, type=symmetric_quantize]; -"264 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0" [id=264, type=__iadd__]; -"265 MobileNetV3/Sequential[features]/InvertedResidual[8]/SymmetricQuantizer/symmetric_quantize_0" [id=265, type=symmetric_quantize]; -"266 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=266, type=calc_rb_binary_mask]; -"267 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=267, type=apply_binary_mask]; -"268 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=268, type=symmetric_quantize]; -"269 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=269, type=conv2d]; -"270 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=270, type=batch_norm]; -"271 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=271, type=hardswish]; -"272 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=272, type=symmetric_quantize]; -"273 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=273, type=calc_rb_binary_mask]; -"274 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=274, type=apply_binary_mask]; -"275 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=275, type=symmetric_quantize]; -"276 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=276, type=conv2d]; -"277 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=277, type=batch_norm]; -"278 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=278, type=hardswish]; -"279 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=279, type=symmetric_quantize]; -"280 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=280, type=adaptive_avg_pool2d]; -"281 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=281, type=symmetric_quantize]; -"282 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=282, type=calc_rb_binary_mask]; -"283 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=283, type=apply_binary_mask]; -"284 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=284, type=symmetric_quantize]; -"285 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=285, type=conv2d]; -"286 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=286, type=relu_]; -"287 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=287, type=symmetric_quantize]; -"288 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=288, type=calc_rb_binary_mask]; -"289 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=289, type=apply_binary_mask]; -"290 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=290, type=symmetric_quantize]; -"291 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=291, type=conv2d]; -"292 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=292, type=hardsigmoid]; -"293 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=293, type=symmetric_quantize]; -"294 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=294, type=__mul__]; -"295 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=295, type=symmetric_quantize]; -"296 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=296, type=calc_rb_binary_mask]; -"297 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=297, type=apply_binary_mask]; -"298 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=298, type=symmetric_quantize]; -"299 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=299, type=conv2d]; -"300 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=300, type=batch_norm]; -"301 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=301, type=symmetric_quantize]; -"302 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=302, type=calc_rb_binary_mask]; -"303 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=303, type=apply_binary_mask]; -"304 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=304, type=symmetric_quantize]; -"305 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=305, type=conv2d]; -"306 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=306, type=batch_norm]; -"307 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=307, type=hardswish]; -"308 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=308, type=symmetric_quantize]; -"309 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=309, type=calc_rb_binary_mask]; -"310 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=310, type=apply_binary_mask]; -"311 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=311, type=symmetric_quantize]; -"312 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=312, type=conv2d]; -"313 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=313, type=batch_norm]; -"314 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=314, type=hardswish]; -"315 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=315, type=symmetric_quantize]; -"316 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=316, type=adaptive_avg_pool2d]; -"317 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=317, type=symmetric_quantize]; -"318 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=318, type=calc_rb_binary_mask]; -"319 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=319, type=apply_binary_mask]; -"320 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=320, type=symmetric_quantize]; -"321 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=321, type=conv2d]; -"322 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=322, type=relu_]; -"323 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=323, type=symmetric_quantize]; -"324 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=324, type=calc_rb_binary_mask]; -"325 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=325, type=apply_binary_mask]; -"326 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=326, type=symmetric_quantize]; -"327 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=327, type=conv2d]; -"328 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=328, type=hardsigmoid]; -"329 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=329, type=symmetric_quantize]; -"330 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=330, type=__mul__]; -"331 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=331, type=symmetric_quantize]; -"332 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=332, type=calc_rb_binary_mask]; -"333 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=333, type=apply_binary_mask]; -"334 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=334, type=symmetric_quantize]; -"335 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=335, type=conv2d]; -"336 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=336, type=batch_norm]; -"337 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=337, type=symmetric_quantize]; -"338 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0" [id=338, type=__iadd__]; -"339 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0" [id=339, type=symmetric_quantize]; -"340 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=340, type=calc_rb_binary_mask]; -"341 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=341, type=apply_binary_mask]; -"342 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=342, type=symmetric_quantize]; -"343 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=343, type=conv2d]; -"344 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=344, type=batch_norm]; -"345 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=345, type=hardswish]; -"346 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=346, type=symmetric_quantize]; -"347 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=347, type=calc_rb_binary_mask]; -"348 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=348, type=apply_binary_mask]; -"349 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=349, type=symmetric_quantize]; -"350 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=350, type=conv2d]; -"351 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=351, type=batch_norm]; -"352 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=352, type=hardswish]; -"353 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=353, type=symmetric_quantize]; -"354 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=354, type=adaptive_avg_pool2d]; -"355 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=355, type=symmetric_quantize]; -"356 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=356, type=calc_rb_binary_mask]; -"357 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=357, type=apply_binary_mask]; -"358 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=358, type=symmetric_quantize]; -"359 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=359, type=conv2d]; -"360 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=360, type=relu_]; -"361 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" [id=361, type=symmetric_quantize]; -"362 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=362, type=calc_rb_binary_mask]; -"363 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=363, type=apply_binary_mask]; -"364 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=364, type=symmetric_quantize]; -"365 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=365, type=conv2d]; -"366 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=366, type=hardsigmoid]; -"367 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" [id=367, type=symmetric_quantize]; -"368 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=368, type=__mul__]; -"369 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" [id=369, type=symmetric_quantize]; -"370 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=370, type=calc_rb_binary_mask]; -"371 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=371, type=apply_binary_mask]; -"372 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=372, type=symmetric_quantize]; -"373 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=373, type=conv2d]; -"374 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=374, type=batch_norm]; -"375 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=375, type=symmetric_quantize]; -"376 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0" [id=376, type=__iadd__]; -"377 MobileNetV3/Sequential[features]/InvertedResidual[11]/SymmetricQuantizer/symmetric_quantize_0" [id=377, type=symmetric_quantize]; -"378 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=378, type=calc_rb_binary_mask]; -"379 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=379, type=apply_binary_mask]; -"380 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=380, type=symmetric_quantize]; -"381 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0" [id=381, type=conv2d]; -"382 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0" [id=382, type=batch_norm]; -"383 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0" [id=383, type=hardswish]; -"384 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=384, type=symmetric_quantize]; -"385 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0" [id=385, type=adaptive_avg_pool2d]; -"386 MobileNetV3/AdaptiveAvgPool2d[avgpool]/SymmetricQuantizer/symmetric_quantize_0" [id=386, type=symmetric_quantize]; -"387 MobileNetV3/flatten_0" [id=387, type=flatten]; -"388 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=388, type=calc_rb_binary_mask]; -"389 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=389, type=apply_binary_mask]; -"390 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=390, type=symmetric_quantize]; -"391 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0" [id=391, type=linear]; -"392 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0" [id=392, type=hardswish]; -"393 MobileNetV3/Sequential[classifier]/Hardswish[1]/SymmetricQuantizer/symmetric_quantize_0" [id=393, type=symmetric_quantize]; -"394 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0" [id=394, type=dropout]; -"395 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=395, type=calc_rb_binary_mask]; -"396 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=396, type=apply_binary_mask]; -"397 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=397, type=symmetric_quantize]; -"398 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0" [id=398, type=linear]; -"399 /nncf_model_output_0" [id=399, type=nncf_model_output]; +"17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=17, type=calc_rb_binary_mask]; +"18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=18, type=apply_binary_mask]; +"19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0" [id=19, type=conv2d]; +"20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0" [id=20, type=relu_]; +"21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=21, type=calc_rb_binary_mask]; +"22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=22, type=apply_binary_mask]; +"23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0" [id=23, type=conv2d]; +"24 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0" [id=24, type=hardsigmoid]; +"25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0" [id=25, type=__mul__]; +"26 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_0" [id=26, type=symmetric_quantize]; +"27 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=27, type=calc_rb_binary_mask]; +"28 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=28, type=apply_binary_mask]; +"29 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=29, type=symmetric_quantize]; +"30 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=30, type=conv2d]; +"31 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=31, type=batch_norm]; +"32 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=32, type=symmetric_quantize]; +"33 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=33, type=calc_rb_binary_mask]; +"34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=34, type=apply_binary_mask]; +"35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=35, type=symmetric_quantize]; +"36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=36, type=conv2d]; +"37 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=37, type=batch_norm]; +"38 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=38, type=relu_]; +"39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=39, type=symmetric_quantize]; +"40 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=40, type=calc_rb_binary_mask]; +"41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=41, type=apply_binary_mask]; +"42 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=42, type=symmetric_quantize]; +"43 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=43, type=conv2d]; +"44 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=44, type=batch_norm]; +"45 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" [id=45, type=relu_]; +"46 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=46, type=symmetric_quantize]; +"47 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=47, type=calc_rb_binary_mask]; +"48 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=48, type=apply_binary_mask]; +"49 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=49, type=symmetric_quantize]; +"50 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=50, type=conv2d]; +"51 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=51, type=batch_norm]; +"52 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=52, type=symmetric_quantize]; +"53 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=53, type=calc_rb_binary_mask]; +"54 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=54, type=apply_binary_mask]; +"55 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=55, type=symmetric_quantize]; +"56 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=56, type=conv2d]; +"57 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=57, type=batch_norm]; +"58 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" [id=58, type=relu_]; +"59 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=59, type=symmetric_quantize]; +"60 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=60, type=calc_rb_binary_mask]; +"61 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=61, type=apply_binary_mask]; +"62 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=62, type=symmetric_quantize]; +"63 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=63, type=conv2d]; +"64 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=64, type=batch_norm]; +"65 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" [id=65, type=relu_]; +"66 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" [id=66, type=symmetric_quantize]; +"67 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=67, type=calc_rb_binary_mask]; +"68 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=68, type=apply_binary_mask]; +"69 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=69, type=symmetric_quantize]; +"70 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" [id=70, type=conv2d]; +"71 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" [id=71, type=batch_norm]; +"72 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=72, type=symmetric_quantize]; +"73 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0" [id=73, type=__iadd__]; +"74 MobileNetV3/Sequential[features]/InvertedResidual[3]/SymmetricQuantizer/symmetric_quantize_0" [id=74, type=symmetric_quantize]; +"75 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=75, type=calc_rb_binary_mask]; +"76 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=76, type=apply_binary_mask]; +"77 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=77, type=symmetric_quantize]; +"78 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=78, type=conv2d]; +"79 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=79, type=batch_norm]; +"80 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=80, type=hardswish]; +"81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=81, type=symmetric_quantize]; +"82 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=82, type=calc_rb_binary_mask]; +"83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=83, type=apply_binary_mask]; +"84 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=84, type=symmetric_quantize]; +"85 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=85, type=conv2d]; +"86 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=86, type=batch_norm]; +"87 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=87, type=hardswish]; +"88 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=88, type=symmetric_quantize]; +"89 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=89, type=adaptive_avg_pool2d]; +"90 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=90, type=calc_rb_binary_mask]; +"91 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=91, type=apply_binary_mask]; +"92 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=92, type=conv2d]; +"93 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=93, type=relu_]; +"94 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=94, type=calc_rb_binary_mask]; +"95 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=95, type=apply_binary_mask]; +"96 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=96, type=conv2d]; +"97 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=97, type=hardsigmoid]; +"98 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=98, type=__mul__]; +"99 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=99, type=symmetric_quantize]; +"100 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=100, type=calc_rb_binary_mask]; +"101 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=101, type=apply_binary_mask]; +"102 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=102, type=symmetric_quantize]; +"103 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=103, type=conv2d]; +"104 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=104, type=batch_norm]; +"105 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=105, type=symmetric_quantize]; +"106 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=106, type=calc_rb_binary_mask]; +"107 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=107, type=apply_binary_mask]; +"108 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=108, type=symmetric_quantize]; +"109 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=109, type=conv2d]; +"110 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=110, type=batch_norm]; +"111 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=111, type=hardswish]; +"112 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=112, type=symmetric_quantize]; +"113 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=113, type=calc_rb_binary_mask]; +"114 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=114, type=apply_binary_mask]; +"115 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=115, type=symmetric_quantize]; +"116 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=116, type=conv2d]; +"117 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=117, type=batch_norm]; +"118 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=118, type=hardswish]; +"119 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=119, type=symmetric_quantize]; +"120 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=120, type=adaptive_avg_pool2d]; +"121 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=121, type=calc_rb_binary_mask]; +"122 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=122, type=apply_binary_mask]; +"123 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=123, type=conv2d]; +"124 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=124, type=relu_]; +"125 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=125, type=calc_rb_binary_mask]; +"126 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=126, type=apply_binary_mask]; +"127 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=127, type=conv2d]; +"128 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=128, type=hardsigmoid]; +"129 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=129, type=__mul__]; +"130 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=130, type=symmetric_quantize]; +"131 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=131, type=calc_rb_binary_mask]; +"132 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=132, type=apply_binary_mask]; +"133 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=133, type=symmetric_quantize]; +"134 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=134, type=conv2d]; +"135 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=135, type=batch_norm]; +"136 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=136, type=symmetric_quantize]; +"137 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0" [id=137, type=__iadd__]; +"138 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0" [id=138, type=symmetric_quantize]; +"139 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=139, type=calc_rb_binary_mask]; +"140 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=140, type=apply_binary_mask]; +"141 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=141, type=symmetric_quantize]; +"142 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=142, type=conv2d]; +"143 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=143, type=batch_norm]; +"144 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=144, type=hardswish]; +"145 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=145, type=symmetric_quantize]; +"146 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=146, type=calc_rb_binary_mask]; +"147 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=147, type=apply_binary_mask]; +"148 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=148, type=symmetric_quantize]; +"149 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=149, type=conv2d]; +"150 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=150, type=batch_norm]; +"151 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=151, type=hardswish]; +"152 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=152, type=symmetric_quantize]; +"153 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=153, type=adaptive_avg_pool2d]; +"154 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=154, type=calc_rb_binary_mask]; +"155 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=155, type=apply_binary_mask]; +"156 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=156, type=conv2d]; +"157 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=157, type=relu_]; +"158 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=158, type=calc_rb_binary_mask]; +"159 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=159, type=apply_binary_mask]; +"160 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=160, type=conv2d]; +"161 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=161, type=hardsigmoid]; +"162 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=162, type=__mul__]; +"163 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=163, type=symmetric_quantize]; +"164 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=164, type=calc_rb_binary_mask]; +"165 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=165, type=apply_binary_mask]; +"166 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=166, type=symmetric_quantize]; +"167 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=167, type=conv2d]; +"168 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=168, type=batch_norm]; +"169 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=169, type=symmetric_quantize]; +"170 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0" [id=170, type=__iadd__]; +"171 MobileNetV3/Sequential[features]/InvertedResidual[6]/SymmetricQuantizer/symmetric_quantize_0" [id=171, type=symmetric_quantize]; +"172 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=172, type=calc_rb_binary_mask]; +"173 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=173, type=apply_binary_mask]; +"174 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=174, type=symmetric_quantize]; +"175 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=175, type=conv2d]; +"176 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=176, type=batch_norm]; +"177 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=177, type=hardswish]; +"178 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=178, type=symmetric_quantize]; +"179 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=179, type=calc_rb_binary_mask]; +"180 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=180, type=apply_binary_mask]; +"181 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=181, type=symmetric_quantize]; +"182 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=182, type=conv2d]; +"183 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=183, type=batch_norm]; +"184 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=184, type=hardswish]; +"185 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=185, type=symmetric_quantize]; +"186 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=186, type=adaptive_avg_pool2d]; +"187 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=187, type=calc_rb_binary_mask]; +"188 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=188, type=apply_binary_mask]; +"189 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=189, type=conv2d]; +"190 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=190, type=relu_]; +"191 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=191, type=calc_rb_binary_mask]; +"192 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=192, type=apply_binary_mask]; +"193 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=193, type=conv2d]; +"194 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=194, type=hardsigmoid]; +"195 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=195, type=__mul__]; +"196 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=196, type=symmetric_quantize]; +"197 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=197, type=calc_rb_binary_mask]; +"198 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=198, type=apply_binary_mask]; +"199 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=199, type=symmetric_quantize]; +"200 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=200, type=conv2d]; +"201 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=201, type=batch_norm]; +"202 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=202, type=symmetric_quantize]; +"203 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=203, type=calc_rb_binary_mask]; +"204 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=204, type=apply_binary_mask]; +"205 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=205, type=symmetric_quantize]; +"206 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=206, type=conv2d]; +"207 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=207, type=batch_norm]; +"208 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=208, type=hardswish]; +"209 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=209, type=symmetric_quantize]; +"210 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=210, type=calc_rb_binary_mask]; +"211 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=211, type=apply_binary_mask]; +"212 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=212, type=symmetric_quantize]; +"213 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=213, type=conv2d]; +"214 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=214, type=batch_norm]; +"215 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=215, type=hardswish]; +"216 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=216, type=symmetric_quantize]; +"217 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=217, type=adaptive_avg_pool2d]; +"218 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=218, type=calc_rb_binary_mask]; +"219 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=219, type=apply_binary_mask]; +"220 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=220, type=conv2d]; +"221 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=221, type=relu_]; +"222 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=222, type=calc_rb_binary_mask]; +"223 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=223, type=apply_binary_mask]; +"224 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=224, type=conv2d]; +"225 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=225, type=hardsigmoid]; +"226 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=226, type=__mul__]; +"227 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=227, type=symmetric_quantize]; +"228 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=228, type=calc_rb_binary_mask]; +"229 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=229, type=apply_binary_mask]; +"230 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=230, type=symmetric_quantize]; +"231 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=231, type=conv2d]; +"232 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=232, type=batch_norm]; +"233 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=233, type=symmetric_quantize]; +"234 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0" [id=234, type=__iadd__]; +"235 MobileNetV3/Sequential[features]/InvertedResidual[8]/SymmetricQuantizer/symmetric_quantize_0" [id=235, type=symmetric_quantize]; +"236 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=236, type=calc_rb_binary_mask]; +"237 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=237, type=apply_binary_mask]; +"238 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=238, type=symmetric_quantize]; +"239 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=239, type=conv2d]; +"240 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=240, type=batch_norm]; +"241 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=241, type=hardswish]; +"242 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=242, type=symmetric_quantize]; +"243 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=243, type=calc_rb_binary_mask]; +"244 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=244, type=apply_binary_mask]; +"245 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=245, type=symmetric_quantize]; +"246 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=246, type=conv2d]; +"247 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=247, type=batch_norm]; +"248 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=248, type=hardswish]; +"249 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=249, type=symmetric_quantize]; +"250 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=250, type=adaptive_avg_pool2d]; +"251 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=251, type=calc_rb_binary_mask]; +"252 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=252, type=apply_binary_mask]; +"253 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=253, type=conv2d]; +"254 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=254, type=relu_]; +"255 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=255, type=calc_rb_binary_mask]; +"256 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=256, type=apply_binary_mask]; +"257 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=257, type=conv2d]; +"258 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=258, type=hardsigmoid]; +"259 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=259, type=__mul__]; +"260 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=260, type=symmetric_quantize]; +"261 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=261, type=calc_rb_binary_mask]; +"262 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=262, type=apply_binary_mask]; +"263 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=263, type=symmetric_quantize]; +"264 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=264, type=conv2d]; +"265 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=265, type=batch_norm]; +"266 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=266, type=symmetric_quantize]; +"267 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=267, type=calc_rb_binary_mask]; +"268 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=268, type=apply_binary_mask]; +"269 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=269, type=symmetric_quantize]; +"270 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=270, type=conv2d]; +"271 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=271, type=batch_norm]; +"272 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=272, type=hardswish]; +"273 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=273, type=symmetric_quantize]; +"274 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=274, type=calc_rb_binary_mask]; +"275 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=275, type=apply_binary_mask]; +"276 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=276, type=symmetric_quantize]; +"277 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=277, type=conv2d]; +"278 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=278, type=batch_norm]; +"279 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=279, type=hardswish]; +"280 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=280, type=symmetric_quantize]; +"281 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=281, type=adaptive_avg_pool2d]; +"282 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=282, type=calc_rb_binary_mask]; +"283 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=283, type=apply_binary_mask]; +"284 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=284, type=conv2d]; +"285 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=285, type=relu_]; +"286 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=286, type=calc_rb_binary_mask]; +"287 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=287, type=apply_binary_mask]; +"288 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=288, type=conv2d]; +"289 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=289, type=hardsigmoid]; +"290 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=290, type=__mul__]; +"291 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=291, type=symmetric_quantize]; +"292 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=292, type=calc_rb_binary_mask]; +"293 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=293, type=apply_binary_mask]; +"294 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=294, type=symmetric_quantize]; +"295 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=295, type=conv2d]; +"296 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=296, type=batch_norm]; +"297 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=297, type=symmetric_quantize]; +"298 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0" [id=298, type=__iadd__]; +"299 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0" [id=299, type=symmetric_quantize]; +"300 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=300, type=calc_rb_binary_mask]; +"301 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=301, type=apply_binary_mask]; +"302 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=302, type=symmetric_quantize]; +"303 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" [id=303, type=conv2d]; +"304 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" [id=304, type=batch_norm]; +"305 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" [id=305, type=hardswish]; +"306 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=306, type=symmetric_quantize]; +"307 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=307, type=calc_rb_binary_mask]; +"308 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=308, type=apply_binary_mask]; +"309 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=309, type=symmetric_quantize]; +"310 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" [id=310, type=conv2d]; +"311 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" [id=311, type=batch_norm]; +"312 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" [id=312, type=hardswish]; +"313 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=313, type=symmetric_quantize]; +"314 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" [id=314, type=adaptive_avg_pool2d]; +"315 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=315, type=calc_rb_binary_mask]; +"316 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=316, type=apply_binary_mask]; +"317 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" [id=317, type=conv2d]; +"318 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" [id=318, type=relu_]; +"319 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=319, type=calc_rb_binary_mask]; +"320 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=320, type=apply_binary_mask]; +"321 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" [id=321, type=conv2d]; +"322 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" [id=322, type=hardsigmoid]; +"323 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0" [id=323, type=__mul__]; +"324 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" [id=324, type=symmetric_quantize]; +"325 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=325, type=calc_rb_binary_mask]; +"326 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=326, type=apply_binary_mask]; +"327 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=327, type=symmetric_quantize]; +"328 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" [id=328, type=conv2d]; +"329 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" [id=329, type=batch_norm]; +"330 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" [id=330, type=symmetric_quantize]; +"331 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0" [id=331, type=__iadd__]; +"332 MobileNetV3/Sequential[features]/InvertedResidual[11]/SymmetricQuantizer/symmetric_quantize_0" [id=332, type=symmetric_quantize]; +"333 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=333, type=calc_rb_binary_mask]; +"334 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=334, type=apply_binary_mask]; +"335 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=335, type=symmetric_quantize]; +"336 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0" [id=336, type=conv2d]; +"337 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0" [id=337, type=batch_norm]; +"338 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0" [id=338, type=hardswish]; +"339 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" [id=339, type=symmetric_quantize]; +"340 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0" [id=340, type=adaptive_avg_pool2d]; +"341 MobileNetV3/AdaptiveAvgPool2d[avgpool]/SymmetricQuantizer/symmetric_quantize_0" [id=341, type=symmetric_quantize]; +"342 MobileNetV3/flatten_0" [id=342, type=flatten]; +"343 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=343, type=calc_rb_binary_mask]; +"344 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=344, type=apply_binary_mask]; +"345 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=345, type=symmetric_quantize]; +"346 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0" [id=346, type=linear]; +"347 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0" [id=347, type=hardswish]; +"348 MobileNetV3/Sequential[classifier]/Hardswish[1]/SymmetricQuantizer/symmetric_quantize_0" [id=348, type=symmetric_quantize]; +"349 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0" [id=349, type=dropout]; +"350 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=350, type=calc_rb_binary_mask]; +"351 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=351, type=apply_binary_mask]; +"352 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=352, type=symmetric_quantize]; +"353 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0" [id=353, type=linear]; +"354 /nncf_model_output_0" [id=354, type=nncf_model_output]; "0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; "1 SymmetricQuantizer/symmetric_quantize_0" -> "5 MobileNetV3/Sequential[features]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; "2 MobileNetV3/Sequential[features]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "3 MobileNetV3/Sequential[features]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; @@ -415,402 +370,357 @@ strict digraph { "13 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; "14 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; "15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/adaptive_avg_pool2d_0"; -"15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "30 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0"; -"16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/adaptive_avg_pool2d_0" -> "17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_0"; -"17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_0" -> "21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0"; -"18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0"; -"21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0" -> "22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0"; -"22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0" -> "23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "27 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0"; -"24 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "26 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"26 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "27 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0"; -"27 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0" -> "28 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0"; -"28 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0" -> "29 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_1"; -"29 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_1" -> "30 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0"; -"30 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0" -> "31 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_2"; -"31 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_2" -> "35 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"32 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "33 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"33 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "34 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"34 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "35 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"35 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "36 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; -"36 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "37 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"37 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"38 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "40 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"40 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "42 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"42 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "43 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; -"43 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "44 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; -"44 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "48 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"45 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "46 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"46 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "47 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"47 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "48 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"48 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "49 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"49 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "50 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0"; -"50 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" -> "51 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; -"51 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "55 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"52 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "53 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"53 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "54 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"54 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "55 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"55 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "56 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; -"56 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "57 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"57 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "61 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"57 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "78 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0"; -"58 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "59 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"59 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "60 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"60 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "61 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"61 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "62 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"62 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "63 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; -"63 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "64 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; -"64 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "68 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"65 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "66 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"66 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "67 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"67 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "68 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"68 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "69 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"69 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "70 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0"; -"70 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" -> "71 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; -"71 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "75 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"72 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "73 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"73 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "74 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"74 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "75 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; -"75 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "76 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; -"76 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "77 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"77 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "78 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0"; -"78 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0" -> "79 MobileNetV3/Sequential[features]/InvertedResidual[3]/SymmetricQuantizer/symmetric_quantize_0"; -"79 MobileNetV3/Sequential[features]/InvertedResidual[3]/SymmetricQuantizer/symmetric_quantize_0" -> "83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"80 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "82 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"82 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "84 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"84 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "85 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"85 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "86 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"86 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "90 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"87 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "88 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"88 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "89 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"89 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "90 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"90 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "91 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"91 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "92 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"92 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "93 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"93 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "94 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"93 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "108 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"94 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "95 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"95 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "99 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"96 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "97 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"97 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "98 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"98 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "99 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"99 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "100 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"100 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "101 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"101 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "105 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"102 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "103 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"103 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "104 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"104 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "105 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"105 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "106 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"106 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "107 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"107 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "108 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"108 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "109 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"109 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "113 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"110 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "111 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"111 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "112 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"112 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "113 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"113 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "114 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"114 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "115 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"115 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "119 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"115 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "152 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0"; -"116 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "117 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"117 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "118 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"118 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "119 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"119 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "120 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"120 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "121 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"121 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "122 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"122 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "126 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"123 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "124 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"124 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "125 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"125 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "126 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"126 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "127 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"127 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "128 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"128 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "129 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"129 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "130 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"129 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "144 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"130 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "131 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"131 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "135 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"132 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "133 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"133 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "134 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"134 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "135 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"135 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "136 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"136 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "137 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"137 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "141 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"138 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "139 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"139 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "140 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"140 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "141 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"141 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "142 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"142 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "143 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"143 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "144 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"144 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "145 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"145 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "149 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"146 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "147 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"147 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "148 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"148 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "149 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"149 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "150 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"150 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "151 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"151 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "152 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0"; -"152 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0" -> "153 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0"; -"153 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0" -> "157 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"153 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0" -> "190 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0"; -"154 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "155 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"155 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "156 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"156 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "157 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"157 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "158 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"158 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "159 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"159 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "160 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"160 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "164 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"161 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "162 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"162 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "163 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"163 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "164 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"164 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "165 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"165 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "166 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"166 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "167 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"167 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "168 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"167 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "182 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"168 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "169 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"169 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "173 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"170 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "171 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"171 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "172 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"172 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "173 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"173 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "174 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"174 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "175 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"175 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "179 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"176 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "177 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"177 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "178 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"178 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "179 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"179 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "180 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"180 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "181 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"181 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "182 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"182 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "183 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"183 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "187 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"184 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "185 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"185 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "186 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"186 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "187 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"187 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "188 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"188 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "189 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"189 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "190 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0"; -"190 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0" -> "191 MobileNetV3/Sequential[features]/InvertedResidual[6]/SymmetricQuantizer/symmetric_quantize_0"; -"191 MobileNetV3/Sequential[features]/InvertedResidual[6]/SymmetricQuantizer/symmetric_quantize_0" -> "195 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"192 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "193 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"193 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "194 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"194 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "195 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"195 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "196 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"196 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "197 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"197 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "198 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"198 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "202 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"199 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "200 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"200 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "201 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"201 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "202 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"202 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "203 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"203 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "204 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"204 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "205 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"205 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "206 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"205 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "220 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"206 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "207 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"207 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "211 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"208 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "209 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"209 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "210 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"210 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "211 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"211 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "212 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"212 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "213 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"213 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "217 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"214 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "215 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"215 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "216 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"216 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "217 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"217 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "218 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"218 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "219 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"219 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "220 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"220 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "221 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"221 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "225 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"222 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "223 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"223 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "224 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"224 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "225 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"225 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "226 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"226 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "227 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"227 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "231 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"227 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "264 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0"; -"228 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "229 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"229 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "230 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"230 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "231 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"231 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "232 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"232 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "233 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"233 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "234 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"234 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "238 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"235 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "236 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"236 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "237 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"237 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "238 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"238 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "239 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"239 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "240 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"240 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "241 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"241 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "242 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"241 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "256 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"242 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "243 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"243 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "247 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"244 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "245 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"245 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "246 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"246 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "247 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"247 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "248 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"248 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "249 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"249 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "253 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"250 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "251 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"251 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "252 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"252 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "253 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"253 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "254 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"254 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "255 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"255 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "256 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"256 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "257 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"257 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "261 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"258 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "259 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"259 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "260 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"260 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "261 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"261 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "262 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"262 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "263 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"263 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "264 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0"; -"264 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0" -> "265 MobileNetV3/Sequential[features]/InvertedResidual[8]/SymmetricQuantizer/symmetric_quantize_0"; -"265 MobileNetV3/Sequential[features]/InvertedResidual[8]/SymmetricQuantizer/symmetric_quantize_0" -> "269 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"266 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "267 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"267 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "268 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"268 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "269 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"269 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "270 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"270 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "271 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"271 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "272 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"272 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "276 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"273 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "274 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"274 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "275 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"275 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "276 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"276 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "277 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"277 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "278 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"278 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "279 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"279 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "280 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"279 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "294 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"280 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "281 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"281 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "285 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"282 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "283 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"283 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "284 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"284 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "285 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"285 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "286 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"286 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "287 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"287 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "291 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"288 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "289 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"289 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "290 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"290 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "291 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"291 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "292 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"292 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "293 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"293 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "294 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"294 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "295 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"295 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "299 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"296 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "297 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"297 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "298 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"298 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "299 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"299 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "300 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"300 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "301 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"301 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "305 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"301 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "338 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0"; -"302 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "303 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"303 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "304 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"304 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "305 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"305 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "306 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"306 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "307 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"307 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "308 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"308 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "312 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"309 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "310 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"310 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "311 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"311 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "312 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"312 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "313 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"313 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "314 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"314 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "315 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"315 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "316 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"315 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "330 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"316 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "317 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"317 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "321 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"318 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "319 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"319 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "320 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"320 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "321 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"321 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "322 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"322 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "323 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"323 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "327 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"324 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "325 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"325 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "326 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"326 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "327 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"327 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "328 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"328 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "329 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"329 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "330 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"330 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "331 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"331 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "335 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"332 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "333 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"333 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "334 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"334 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "335 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"335 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "336 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"336 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "337 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"337 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "338 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0"; -"338 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0" -> "339 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0"; -"339 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0" -> "343 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"339 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0" -> "376 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0"; -"340 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "341 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"341 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "342 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"342 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "343 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; -"343 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "344 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; -"344 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "345 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; -"345 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "346 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"346 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "350 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"347 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "348 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"348 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "349 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"349 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "350 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; -"350 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "351 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; -"351 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "352 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; -"352 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "353 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"353 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "354 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; -"353 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "368 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"354 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "355 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; -"355 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "359 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"356 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "357 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"357 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "358 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"358 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "359 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; -"359 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "360 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; -"360 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "361 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0"; -"361 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/SymmetricQuantizer/symmetric_quantize_0" -> "365 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"362 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "363 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"363 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "364 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"364 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "365 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; -"365 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "366 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; -"366 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "367 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1"; -"367 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_1" -> "368 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; -"368 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "369 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2"; -"369 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_2" -> "373 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"370 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "371 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"371 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "372 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"372 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "373 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; -"373 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "374 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; -"374 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "375 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; -"375 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "376 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0"; -"376 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0" -> "377 MobileNetV3/Sequential[features]/InvertedResidual[11]/SymmetricQuantizer/symmetric_quantize_0"; -"377 MobileNetV3/Sequential[features]/InvertedResidual[11]/SymmetricQuantizer/symmetric_quantize_0" -> "381 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0"; -"378 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "379 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"379 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "380 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"380 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "381 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0"; -"381 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0" -> "382 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0"; -"382 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0" -> "383 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0"; -"383 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0" -> "384 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; -"384 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "385 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0"; -"385 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0" -> "386 MobileNetV3/AdaptiveAvgPool2d[avgpool]/SymmetricQuantizer/symmetric_quantize_0"; -"386 MobileNetV3/AdaptiveAvgPool2d[avgpool]/SymmetricQuantizer/symmetric_quantize_0" -> "387 MobileNetV3/flatten_0"; -"387 MobileNetV3/flatten_0" -> "391 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0"; -"388 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "389 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"389 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "390 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"390 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "391 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0"; -"391 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0" -> "392 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0"; -"392 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0" -> "393 MobileNetV3/Sequential[classifier]/Hardswish[1]/SymmetricQuantizer/symmetric_quantize_0"; -"393 MobileNetV3/Sequential[classifier]/Hardswish[1]/SymmetricQuantizer/symmetric_quantize_0" -> "394 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0"; -"394 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0" -> "398 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0"; -"395 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "396 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"396 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "397 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"397 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "398 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0"; -"398 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0" -> "399 /nncf_model_output_0"; +"15 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0"; +"16 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/adaptive_avg_pool2d_0" -> "19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0"; +"17 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"18 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0"; +"19 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc1]/conv2d_0" -> "20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0"; +"20 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/ReLU[relu]/relu__0" -> "23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0"; +"21 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"22 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0"; +"23 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/NNCFConv2d[fc2]/conv2d_0" -> "24 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0"; +"24 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/hardsigmoid_0" -> "25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0"; +"25 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/__mul___0" -> "26 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_0"; +"26 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/SqueezeExcitation[1]/SymmetricQuantizer/symmetric_quantize_0" -> "30 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"27 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "28 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"28 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "29 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"29 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "30 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"30 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "31 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; +"31 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "32 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"32 MobileNetV3/Sequential[features]/InvertedResidual[1]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"33 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"34 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"35 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"36 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "37 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"37 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "38 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; +"38 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; +"39 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "43 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"40 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"41 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "42 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"42 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "43 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"43 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "44 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"44 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "45 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0"; +"45 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" -> "46 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; +"46 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "50 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"47 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "48 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"48 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "49 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"49 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "50 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"50 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "51 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; +"51 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "52 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"52 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "56 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"52 MobileNetV3/Sequential[features]/InvertedResidual[2]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "73 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0"; +"53 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "54 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"54 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "55 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"55 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "56 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"56 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "57 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"57 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "58 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0"; +"58 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/relu__0" -> "59 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; +"59 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[0]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "63 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"60 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "61 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"61 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "62 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"62 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "63 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"63 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "64 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"64 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "65 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0"; +"65 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/relu__0" -> "66 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0"; +"66 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[1]/ReLU[2]/SymmetricQuantizer/symmetric_quantize_0" -> "70 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"67 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "68 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"68 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "69 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"69 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "70 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0"; +"70 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFConv2d[0]/conv2d_0" -> "71 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0"; +"71 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/batch_norm_0" -> "72 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"72 MobileNetV3/Sequential[features]/InvertedResidual[3]/Sequential[block]/ConvBNActivation[2]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "73 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0"; +"73 MobileNetV3/Sequential[features]/InvertedResidual[3]/__iadd___0" -> "74 MobileNetV3/Sequential[features]/InvertedResidual[3]/SymmetricQuantizer/symmetric_quantize_0"; +"74 MobileNetV3/Sequential[features]/InvertedResidual[3]/SymmetricQuantizer/symmetric_quantize_0" -> "78 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"75 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "76 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"76 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "77 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"77 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "78 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"78 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "79 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"79 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "80 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"80 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"81 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "85 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"82 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"83 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "84 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"84 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "85 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"85 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "86 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"86 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "87 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"87 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "88 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"88 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "89 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"88 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "98 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"89 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "92 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"90 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "91 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"91 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "92 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"92 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "93 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"93 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "96 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"94 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "95 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"95 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "96 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"96 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "97 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"97 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "98 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"98 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "99 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"99 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "103 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"100 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "101 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"101 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "102 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"102 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "103 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"103 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "104 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"104 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "105 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"105 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "109 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"105 MobileNetV3/Sequential[features]/InvertedResidual[4]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "137 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0"; +"106 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "107 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"107 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "108 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"108 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "109 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"109 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "110 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"110 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "111 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"111 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "112 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"112 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "116 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"113 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "114 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"114 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "115 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"115 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "116 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"116 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "117 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"117 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "118 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"118 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "119 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"119 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "120 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"119 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "129 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"120 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "123 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"121 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "122 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"122 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "123 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"123 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "124 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"124 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "127 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"125 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "126 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"126 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "127 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"127 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "128 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"128 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "129 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"129 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "130 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"130 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "134 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"131 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "132 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"132 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "133 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"133 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "134 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"134 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "135 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"135 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "136 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"136 MobileNetV3/Sequential[features]/InvertedResidual[5]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "137 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0"; +"137 MobileNetV3/Sequential[features]/InvertedResidual[5]/__iadd___0" -> "138 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0"; +"138 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0" -> "142 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"138 MobileNetV3/Sequential[features]/InvertedResidual[5]/SymmetricQuantizer/symmetric_quantize_0" -> "170 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0"; +"139 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "140 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"140 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "141 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"141 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "142 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"142 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "143 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"143 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "144 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"144 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "145 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"145 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "149 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"146 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "147 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"147 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "148 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"148 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "149 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"149 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "150 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"150 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "151 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"151 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "152 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"152 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "153 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"152 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "162 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"153 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "156 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"154 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "155 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"155 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "156 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"156 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "157 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"157 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "160 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"158 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "159 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"159 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "160 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"160 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "161 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"161 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "162 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"162 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "163 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"163 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "167 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"164 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "165 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"165 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "166 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"166 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "167 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"167 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "168 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"168 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "169 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"169 MobileNetV3/Sequential[features]/InvertedResidual[6]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "170 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0"; +"170 MobileNetV3/Sequential[features]/InvertedResidual[6]/__iadd___0" -> "171 MobileNetV3/Sequential[features]/InvertedResidual[6]/SymmetricQuantizer/symmetric_quantize_0"; +"171 MobileNetV3/Sequential[features]/InvertedResidual[6]/SymmetricQuantizer/symmetric_quantize_0" -> "175 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"172 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "173 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"173 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "174 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"174 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "175 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"175 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "176 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"176 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "177 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"177 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "178 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"178 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "182 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"179 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "180 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"180 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "181 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"181 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "182 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"182 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "183 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"183 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "184 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"184 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "185 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"185 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "186 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"185 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "195 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"186 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "189 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"187 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "188 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"188 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "189 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"189 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "190 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"190 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "193 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"191 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "192 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"192 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "193 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"193 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "194 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"194 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "195 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"195 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "196 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"196 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "200 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"197 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "198 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"198 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "199 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"199 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "200 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"200 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "201 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"201 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "202 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"202 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "206 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"202 MobileNetV3/Sequential[features]/InvertedResidual[7]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "234 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0"; +"203 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "204 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"204 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "205 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"205 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "206 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"206 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "207 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"207 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "208 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"208 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "209 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"209 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "213 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"210 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "211 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"211 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "212 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"212 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "213 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"213 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "214 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"214 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "215 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"215 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "216 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"216 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "217 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"216 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "226 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"217 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "220 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"218 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "219 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"219 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "220 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"220 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "221 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"221 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "224 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"222 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "223 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"223 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "224 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"224 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "225 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"225 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "226 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"226 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "227 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"227 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "231 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"228 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "229 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"229 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "230 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"230 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "231 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"231 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "232 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"232 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "233 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"233 MobileNetV3/Sequential[features]/InvertedResidual[8]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "234 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0"; +"234 MobileNetV3/Sequential[features]/InvertedResidual[8]/__iadd___0" -> "235 MobileNetV3/Sequential[features]/InvertedResidual[8]/SymmetricQuantizer/symmetric_quantize_0"; +"235 MobileNetV3/Sequential[features]/InvertedResidual[8]/SymmetricQuantizer/symmetric_quantize_0" -> "239 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"236 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "237 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"237 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "238 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"238 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "239 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"239 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "240 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"240 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "241 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"241 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "242 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"242 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "246 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"243 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "244 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"244 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "245 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"245 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "246 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"246 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "247 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"247 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "248 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"248 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "249 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"249 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "250 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"249 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "259 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"250 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "253 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"251 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "252 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"252 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "253 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"253 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "254 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"254 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "257 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"255 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "256 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"256 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "257 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"257 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "258 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"258 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "259 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"259 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "260 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"260 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "264 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"261 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "262 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"262 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "263 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"263 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "264 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"264 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "265 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"265 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "266 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"266 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "270 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"266 MobileNetV3/Sequential[features]/InvertedResidual[9]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "298 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0"; +"267 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "268 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"268 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "269 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"269 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "270 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"270 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "271 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"271 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "272 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"272 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "273 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"273 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "277 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"274 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "275 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"275 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "276 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"276 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "277 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"277 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "278 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"278 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "279 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"279 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "280 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"280 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "281 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"280 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "290 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"281 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "284 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"282 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "283 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"283 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "284 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"284 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "285 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"285 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "288 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"286 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "287 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"287 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "288 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"288 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "289 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"289 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "290 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"290 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "291 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"291 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "295 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"292 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "293 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"293 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "294 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"294 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "295 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"295 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "296 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"296 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "297 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"297 MobileNetV3/Sequential[features]/InvertedResidual[10]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "298 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0"; +"298 MobileNetV3/Sequential[features]/InvertedResidual[10]/__iadd___0" -> "299 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0"; +"299 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0" -> "303 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"299 MobileNetV3/Sequential[features]/InvertedResidual[10]/SymmetricQuantizer/symmetric_quantize_0" -> "331 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0"; +"300 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "301 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"301 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "302 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"302 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "303 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0"; +"303 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFConv2d[0]/conv2d_0" -> "304 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0"; +"304 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/NNCFBatchNorm2d[1]/batch_norm_0" -> "305 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0"; +"305 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/hardswish_0" -> "306 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"306 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[0]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "310 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"307 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "308 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"308 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "309 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"309 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "310 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0"; +"310 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFConv2d[0]/conv2d_0" -> "311 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0"; +"311 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/NNCFBatchNorm2d[1]/batch_norm_0" -> "312 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0"; +"312 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/hardswish_0" -> "313 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"313 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "314 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0"; +"313 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[1]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "323 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"314 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/adaptive_avg_pool2d_0" -> "317 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"315 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "316 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"316 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "317 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0"; +"317 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc1]/conv2d_0" -> "318 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0"; +"318 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/ReLU[relu]/relu__0" -> "321 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"319 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "320 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"320 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "321 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0"; +"321 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/NNCFConv2d[fc2]/conv2d_0" -> "322 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0"; +"322 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/hardsigmoid_0" -> "323 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0"; +"323 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/__mul___0" -> "324 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0"; +"324 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/SqueezeExcitation[2]/SymmetricQuantizer/symmetric_quantize_0" -> "328 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"325 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "326 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"326 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "327 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"327 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "328 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0"; +"328 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFConv2d[0]/conv2d_0" -> "329 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0"; +"329 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/batch_norm_0" -> "330 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0"; +"330 MobileNetV3/Sequential[features]/InvertedResidual[11]/Sequential[block]/ConvBNActivation[3]/NNCFBatchNorm2d[1]/SymmetricQuantizer/symmetric_quantize_0" -> "331 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0"; +"331 MobileNetV3/Sequential[features]/InvertedResidual[11]/__iadd___0" -> "332 MobileNetV3/Sequential[features]/InvertedResidual[11]/SymmetricQuantizer/symmetric_quantize_0"; +"332 MobileNetV3/Sequential[features]/InvertedResidual[11]/SymmetricQuantizer/symmetric_quantize_0" -> "336 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0"; +"333 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "334 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"334 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "335 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"335 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "336 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0"; +"336 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFConv2d[0]/conv2d_0" -> "337 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0"; +"337 MobileNetV3/Sequential[features]/ConvBNActivation[12]/NNCFBatchNorm2d[1]/batch_norm_0" -> "338 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0"; +"338 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/hardswish_0" -> "339 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0"; +"339 MobileNetV3/Sequential[features]/ConvBNActivation[12]/Hardswish[2]/SymmetricQuantizer/symmetric_quantize_0" -> "340 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0"; +"340 MobileNetV3/AdaptiveAvgPool2d[avgpool]/adaptive_avg_pool2d_0" -> "341 MobileNetV3/AdaptiveAvgPool2d[avgpool]/SymmetricQuantizer/symmetric_quantize_0"; +"341 MobileNetV3/AdaptiveAvgPool2d[avgpool]/SymmetricQuantizer/symmetric_quantize_0" -> "342 MobileNetV3/flatten_0"; +"342 MobileNetV3/flatten_0" -> "346 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0"; +"343 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "344 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"344 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "345 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"345 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "346 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0"; +"346 MobileNetV3/Sequential[classifier]/NNCFLinear[0]/linear_0" -> "347 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0"; +"347 MobileNetV3/Sequential[classifier]/Hardswish[1]/hardswish_0" -> "348 MobileNetV3/Sequential[classifier]/Hardswish[1]/SymmetricQuantizer/symmetric_quantize_0"; +"348 MobileNetV3/Sequential[classifier]/Hardswish[1]/SymmetricQuantizer/symmetric_quantize_0" -> "349 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0"; +"349 MobileNetV3/Sequential[classifier]/Dropout[2]/dropout_0" -> "353 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0"; +"350 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "351 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"351 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "352 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"352 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "353 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0"; +"353 MobileNetV3/Sequential[classifier]/NNCFLinear[3]/linear_0" -> "354 /nncf_model_output_0"; } diff --git a/tests/torch/data/reference_graphs/quantized_rb_sparsity/senet18.dot b/tests/torch/data/reference_graphs/quantized_rb_sparsity/senet18.dot index 4a86267ed9f..a5f32f85745 100644 --- a/tests/torch/data/reference_graphs/quantized_rb_sparsity/senet18.dot +++ b/tests/torch/data/reference_graphs/quantized_rb_sparsity/senet18.dot @@ -24,274 +24,234 @@ strict digraph { "22 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=22, type=conv2d]; "23 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=23, type=symmetric_quantize]; "24 SENet/Sequential[layer1]/PreActBlock[0]/avg_pool2d_0" [id=24, type=avg_pool2d]; -"25 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=25, type=symmetric_quantize]; -"26 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=26, type=calc_rb_binary_mask]; -"27 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=27, type=apply_binary_mask]; -"28 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=28, type=symmetric_quantize]; -"29 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=29, type=conv2d]; -"30 SENet/Sequential[layer1]/PreActBlock[0]/relu_2" [id=30, type=relu]; -"31 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=31, type=symmetric_quantize]; -"32 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=32, type=calc_rb_binary_mask]; -"33 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=33, type=apply_binary_mask]; -"34 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=34, type=symmetric_quantize]; -"35 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=35, type=conv2d]; -"36 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0" [id=36, type=sigmoid]; -"37 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" [id=37, type=symmetric_quantize]; -"38 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0" [id=38, type=__mul__]; -"39 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" [id=39, type=symmetric_quantize]; -"40 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0" [id=40, type=__iadd__]; -"41 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" [id=41, type=symmetric_quantize]; -"42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=42, type=batch_norm]; -"43 SENet/Sequential[layer1]/PreActBlock[1]/relu_0" [id=43, type=relu]; -"44 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=44, type=symmetric_quantize]; -"45 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=45, type=calc_rb_binary_mask]; -"46 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=46, type=apply_binary_mask]; -"47 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=47, type=symmetric_quantize]; -"48 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=48, type=conv2d]; -"49 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=49, type=batch_norm]; -"50 SENet/Sequential[layer1]/PreActBlock[1]/relu_1" [id=50, type=relu]; -"51 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=51, type=symmetric_quantize]; -"52 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=52, type=calc_rb_binary_mask]; -"53 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=53, type=apply_binary_mask]; -"54 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=54, type=symmetric_quantize]; -"55 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=55, type=conv2d]; -"56 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=56, type=symmetric_quantize]; -"57 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0" [id=57, type=avg_pool2d]; -"58 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=58, type=symmetric_quantize]; -"59 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=59, type=calc_rb_binary_mask]; -"60 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=60, type=apply_binary_mask]; -"61 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=61, type=symmetric_quantize]; -"62 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=62, type=conv2d]; -"63 SENet/Sequential[layer1]/PreActBlock[1]/relu_2" [id=63, type=relu]; -"64 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" [id=64, type=symmetric_quantize]; -"65 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=65, type=calc_rb_binary_mask]; -"66 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=66, type=apply_binary_mask]; -"67 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=67, type=symmetric_quantize]; -"68 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=68, type=conv2d]; -"69 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0" [id=69, type=sigmoid]; -"70 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" [id=70, type=symmetric_quantize]; -"71 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0" [id=71, type=__mul__]; -"72 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" [id=72, type=symmetric_quantize]; -"73 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0" [id=73, type=__iadd__]; -"74 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=74, type=batch_norm]; -"75 SENet/Sequential[layer2]/PreActBlock[0]/relu_0" [id=75, type=relu]; -"76 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=76, type=symmetric_quantize]; -"77 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=77, type=calc_rb_binary_mask]; -"78 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=78, type=apply_binary_mask]; -"79 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=79, type=symmetric_quantize]; -"80 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=80, type=conv2d]; -"81 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=81, type=symmetric_quantize]; -"82 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=82, type=calc_rb_binary_mask]; -"83 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=83, type=apply_binary_mask]; -"84 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=84, type=symmetric_quantize]; -"85 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=85, type=conv2d]; -"86 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=86, type=batch_norm]; -"87 SENet/Sequential[layer2]/PreActBlock[0]/relu_1" [id=87, type=relu]; -"88 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=88, type=symmetric_quantize]; -"89 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=89, type=calc_rb_binary_mask]; -"90 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=90, type=apply_binary_mask]; -"91 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=91, type=symmetric_quantize]; -"92 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=92, type=conv2d]; -"93 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=93, type=symmetric_quantize]; -"94 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0" [id=94, type=avg_pool2d]; -"95 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=95, type=symmetric_quantize]; -"96 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=96, type=calc_rb_binary_mask]; -"97 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=97, type=apply_binary_mask]; -"98 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=98, type=symmetric_quantize]; -"99 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=99, type=conv2d]; -"100 SENet/Sequential[layer2]/PreActBlock[0]/relu_2" [id=100, type=relu]; -"101 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=101, type=symmetric_quantize]; -"102 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=102, type=calc_rb_binary_mask]; -"103 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=103, type=apply_binary_mask]; -"104 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=104, type=symmetric_quantize]; -"105 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=105, type=conv2d]; -"106 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0" [id=106, type=sigmoid]; -"107 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" [id=107, type=symmetric_quantize]; -"108 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0" [id=108, type=__mul__]; -"109 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" [id=109, type=symmetric_quantize]; -"110 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0" [id=110, type=__iadd__]; -"111 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" [id=111, type=symmetric_quantize]; -"112 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=112, type=batch_norm]; -"113 SENet/Sequential[layer2]/PreActBlock[1]/relu_0" [id=113, type=relu]; -"114 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=114, type=symmetric_quantize]; -"115 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=115, type=calc_rb_binary_mask]; -"116 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=116, type=apply_binary_mask]; -"117 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=117, type=symmetric_quantize]; -"118 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=118, type=conv2d]; -"119 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=119, type=batch_norm]; -"120 SENet/Sequential[layer2]/PreActBlock[1]/relu_1" [id=120, type=relu]; -"121 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=121, type=symmetric_quantize]; -"122 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=122, type=calc_rb_binary_mask]; -"123 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=123, type=apply_binary_mask]; -"124 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=124, type=symmetric_quantize]; -"125 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=125, type=conv2d]; -"126 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=126, type=symmetric_quantize]; -"127 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0" [id=127, type=avg_pool2d]; -"128 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=128, type=symmetric_quantize]; -"129 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=129, type=calc_rb_binary_mask]; -"130 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=130, type=apply_binary_mask]; -"131 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=131, type=symmetric_quantize]; -"132 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=132, type=conv2d]; -"133 SENet/Sequential[layer2]/PreActBlock[1]/relu_2" [id=133, type=relu]; -"134 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" [id=134, type=symmetric_quantize]; -"135 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=135, type=calc_rb_binary_mask]; -"136 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=136, type=apply_binary_mask]; -"137 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=137, type=symmetric_quantize]; -"138 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=138, type=conv2d]; -"139 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0" [id=139, type=sigmoid]; -"140 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" [id=140, type=symmetric_quantize]; -"141 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0" [id=141, type=__mul__]; -"142 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" [id=142, type=symmetric_quantize]; -"143 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0" [id=143, type=__iadd__]; -"144 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=144, type=batch_norm]; -"145 SENet/Sequential[layer3]/PreActBlock[0]/relu_0" [id=145, type=relu]; -"146 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=146, type=symmetric_quantize]; -"147 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=147, type=calc_rb_binary_mask]; -"148 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=148, type=apply_binary_mask]; -"149 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=149, type=symmetric_quantize]; -"150 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=150, type=conv2d]; -"151 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=151, type=symmetric_quantize]; -"152 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=152, type=calc_rb_binary_mask]; -"153 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=153, type=apply_binary_mask]; -"154 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=154, type=symmetric_quantize]; -"155 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=155, type=conv2d]; -"156 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=156, type=batch_norm]; -"157 SENet/Sequential[layer3]/PreActBlock[0]/relu_1" [id=157, type=relu]; -"158 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=158, type=symmetric_quantize]; -"159 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=159, type=calc_rb_binary_mask]; -"160 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=160, type=apply_binary_mask]; -"161 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=161, type=symmetric_quantize]; -"162 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=162, type=conv2d]; -"163 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=163, type=symmetric_quantize]; -"164 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0" [id=164, type=avg_pool2d]; -"165 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=165, type=symmetric_quantize]; -"166 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=166, type=calc_rb_binary_mask]; -"167 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=167, type=apply_binary_mask]; -"168 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=168, type=symmetric_quantize]; -"169 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=169, type=conv2d]; -"170 SENet/Sequential[layer3]/PreActBlock[0]/relu_2" [id=170, type=relu]; -"171 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=171, type=symmetric_quantize]; -"172 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=172, type=calc_rb_binary_mask]; -"173 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=173, type=apply_binary_mask]; -"174 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=174, type=symmetric_quantize]; -"175 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=175, type=conv2d]; -"176 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0" [id=176, type=sigmoid]; -"177 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" [id=177, type=symmetric_quantize]; -"178 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0" [id=178, type=__mul__]; -"179 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" [id=179, type=symmetric_quantize]; -"180 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0" [id=180, type=__iadd__]; -"181 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" [id=181, type=symmetric_quantize]; -"182 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=182, type=batch_norm]; -"183 SENet/Sequential[layer3]/PreActBlock[1]/relu_0" [id=183, type=relu]; -"184 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=184, type=symmetric_quantize]; -"185 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=185, type=calc_rb_binary_mask]; -"186 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=186, type=apply_binary_mask]; -"187 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=187, type=symmetric_quantize]; -"188 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=188, type=conv2d]; -"189 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=189, type=batch_norm]; -"190 SENet/Sequential[layer3]/PreActBlock[1]/relu_1" [id=190, type=relu]; -"191 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=191, type=symmetric_quantize]; -"192 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=192, type=calc_rb_binary_mask]; -"193 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=193, type=apply_binary_mask]; -"194 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=194, type=symmetric_quantize]; -"195 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=195, type=conv2d]; -"196 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=196, type=symmetric_quantize]; -"197 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0" [id=197, type=avg_pool2d]; -"198 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=198, type=symmetric_quantize]; -"199 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=199, type=calc_rb_binary_mask]; -"200 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=200, type=apply_binary_mask]; -"201 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=201, type=symmetric_quantize]; -"202 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=202, type=conv2d]; -"203 SENet/Sequential[layer3]/PreActBlock[1]/relu_2" [id=203, type=relu]; -"204 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" [id=204, type=symmetric_quantize]; -"205 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=205, type=calc_rb_binary_mask]; -"206 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=206, type=apply_binary_mask]; -"207 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=207, type=symmetric_quantize]; -"208 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=208, type=conv2d]; -"209 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0" [id=209, type=sigmoid]; -"210 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" [id=210, type=symmetric_quantize]; -"211 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0" [id=211, type=__mul__]; -"212 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" [id=212, type=symmetric_quantize]; -"213 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0" [id=213, type=__iadd__]; -"214 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=214, type=batch_norm]; -"215 SENet/Sequential[layer4]/PreActBlock[0]/relu_0" [id=215, type=relu]; -"216 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=216, type=symmetric_quantize]; -"217 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=217, type=calc_rb_binary_mask]; -"218 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=218, type=apply_binary_mask]; -"219 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=219, type=symmetric_quantize]; -"220 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=220, type=conv2d]; -"221 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=221, type=symmetric_quantize]; -"222 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=222, type=calc_rb_binary_mask]; -"223 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=223, type=apply_binary_mask]; -"224 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=224, type=symmetric_quantize]; -"225 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=225, type=conv2d]; -"226 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=226, type=batch_norm]; -"227 SENet/Sequential[layer4]/PreActBlock[0]/relu_1" [id=227, type=relu]; -"228 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=228, type=symmetric_quantize]; -"229 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=229, type=calc_rb_binary_mask]; -"230 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=230, type=apply_binary_mask]; -"231 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=231, type=symmetric_quantize]; -"232 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=232, type=conv2d]; -"233 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=233, type=symmetric_quantize]; -"234 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0" [id=234, type=avg_pool2d]; -"235 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=235, type=symmetric_quantize]; -"236 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=236, type=calc_rb_binary_mask]; -"237 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=237, type=apply_binary_mask]; -"238 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=238, type=symmetric_quantize]; -"239 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=239, type=conv2d]; -"240 SENet/Sequential[layer4]/PreActBlock[0]/relu_2" [id=240, type=relu]; -"241 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=241, type=symmetric_quantize]; -"242 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=242, type=calc_rb_binary_mask]; -"243 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=243, type=apply_binary_mask]; -"244 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=244, type=symmetric_quantize]; -"245 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=245, type=conv2d]; -"246 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0" [id=246, type=sigmoid]; -"247 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" [id=247, type=symmetric_quantize]; -"248 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0" [id=248, type=__mul__]; -"249 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" [id=249, type=symmetric_quantize]; -"250 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0" [id=250, type=__iadd__]; -"251 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" [id=251, type=symmetric_quantize]; -"252 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=252, type=batch_norm]; -"253 SENet/Sequential[layer4]/PreActBlock[1]/relu_0" [id=253, type=relu]; -"254 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=254, type=symmetric_quantize]; -"255 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=255, type=calc_rb_binary_mask]; -"256 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=256, type=apply_binary_mask]; -"257 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=257, type=symmetric_quantize]; -"258 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=258, type=conv2d]; -"259 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=259, type=batch_norm]; -"260 SENet/Sequential[layer4]/PreActBlock[1]/relu_1" [id=260, type=relu]; -"261 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=261, type=symmetric_quantize]; -"262 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=262, type=calc_rb_binary_mask]; -"263 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=263, type=apply_binary_mask]; -"264 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=264, type=symmetric_quantize]; -"265 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=265, type=conv2d]; -"266 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=266, type=symmetric_quantize]; -"267 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0" [id=267, type=avg_pool2d]; -"268 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=268, type=symmetric_quantize]; -"269 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=269, type=calc_rb_binary_mask]; -"270 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=270, type=apply_binary_mask]; -"271 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=271, type=symmetric_quantize]; -"272 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=272, type=conv2d]; -"273 SENet/Sequential[layer4]/PreActBlock[1]/relu_2" [id=273, type=relu]; -"274 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" [id=274, type=symmetric_quantize]; -"275 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=275, type=calc_rb_binary_mask]; -"276 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=276, type=apply_binary_mask]; -"277 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=277, type=symmetric_quantize]; -"278 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=278, type=conv2d]; -"279 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0" [id=279, type=sigmoid]; -"280 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" [id=280, type=symmetric_quantize]; -"281 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0" [id=281, type=__mul__]; -"282 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" [id=282, type=symmetric_quantize]; -"283 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0" [id=283, type=__iadd__]; -"284 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_6" [id=284, type=symmetric_quantize]; -"285 SENet/avg_pool2d_0" [id=285, type=avg_pool2d]; -"286 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/symmetric_quantize_0" [id=286, type=symmetric_quantize]; -"287 SENet/view_0" [id=287, type=view]; -"288 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=288, type=calc_rb_binary_mask]; -"289 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=289, type=apply_binary_mask]; -"290 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=290, type=symmetric_quantize]; -"291 SENet/NNCFLinear[linear]/linear_0" [id=291, type=linear]; -"292 /nncf_model_output_0" [id=292, type=nncf_model_output]; +"25 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=25, type=calc_rb_binary_mask]; +"26 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=26, type=apply_binary_mask]; +"27 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=27, type=conv2d]; +"28 SENet/Sequential[layer1]/PreActBlock[0]/relu_2" [id=28, type=relu]; +"29 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=29, type=calc_rb_binary_mask]; +"30 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=30, type=apply_binary_mask]; +"31 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=31, type=conv2d]; +"32 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0" [id=32, type=sigmoid]; +"33 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0" [id=33, type=__mul__]; +"34 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=34, type=symmetric_quantize]; +"35 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0" [id=35, type=__iadd__]; +"36 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=36, type=symmetric_quantize]; +"37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=37, type=batch_norm]; +"38 SENet/Sequential[layer1]/PreActBlock[1]/relu_0" [id=38, type=relu]; +"39 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=39, type=symmetric_quantize]; +"40 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=40, type=calc_rb_binary_mask]; +"41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=41, type=apply_binary_mask]; +"42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=42, type=symmetric_quantize]; +"43 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=43, type=conv2d]; +"44 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=44, type=batch_norm]; +"45 SENet/Sequential[layer1]/PreActBlock[1]/relu_1" [id=45, type=relu]; +"46 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=46, type=symmetric_quantize]; +"47 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=47, type=calc_rb_binary_mask]; +"48 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=48, type=apply_binary_mask]; +"49 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=49, type=symmetric_quantize]; +"50 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=50, type=conv2d]; +"51 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=51, type=symmetric_quantize]; +"52 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0" [id=52, type=avg_pool2d]; +"53 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=53, type=calc_rb_binary_mask]; +"54 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=54, type=apply_binary_mask]; +"55 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=55, type=conv2d]; +"56 SENet/Sequential[layer1]/PreActBlock[1]/relu_2" [id=56, type=relu]; +"57 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=57, type=calc_rb_binary_mask]; +"58 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=58, type=apply_binary_mask]; +"59 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=59, type=conv2d]; +"60 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0" [id=60, type=sigmoid]; +"61 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0" [id=61, type=__mul__]; +"62 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=62, type=symmetric_quantize]; +"63 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0" [id=63, type=__iadd__]; +"64 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=64, type=batch_norm]; +"65 SENet/Sequential[layer2]/PreActBlock[0]/relu_0" [id=65, type=relu]; +"66 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=66, type=symmetric_quantize]; +"67 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=67, type=calc_rb_binary_mask]; +"68 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=68, type=apply_binary_mask]; +"69 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=69, type=symmetric_quantize]; +"70 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=70, type=conv2d]; +"71 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=71, type=symmetric_quantize]; +"72 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=72, type=calc_rb_binary_mask]; +"73 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=73, type=apply_binary_mask]; +"74 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=74, type=symmetric_quantize]; +"75 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=75, type=conv2d]; +"76 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=76, type=batch_norm]; +"77 SENet/Sequential[layer2]/PreActBlock[0]/relu_1" [id=77, type=relu]; +"78 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=78, type=symmetric_quantize]; +"79 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=79, type=calc_rb_binary_mask]; +"80 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=80, type=apply_binary_mask]; +"81 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=81, type=symmetric_quantize]; +"82 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=82, type=conv2d]; +"83 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=83, type=symmetric_quantize]; +"84 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0" [id=84, type=avg_pool2d]; +"85 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=85, type=calc_rb_binary_mask]; +"86 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=86, type=apply_binary_mask]; +"87 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=87, type=conv2d]; +"88 SENet/Sequential[layer2]/PreActBlock[0]/relu_2" [id=88, type=relu]; +"89 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=89, type=calc_rb_binary_mask]; +"90 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=90, type=apply_binary_mask]; +"91 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=91, type=conv2d]; +"92 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0" [id=92, type=sigmoid]; +"93 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0" [id=93, type=__mul__]; +"94 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=94, type=symmetric_quantize]; +"95 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0" [id=95, type=__iadd__]; +"96 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=96, type=symmetric_quantize]; +"97 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=97, type=batch_norm]; +"98 SENet/Sequential[layer2]/PreActBlock[1]/relu_0" [id=98, type=relu]; +"99 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=99, type=symmetric_quantize]; +"100 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=100, type=calc_rb_binary_mask]; +"101 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=101, type=apply_binary_mask]; +"102 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=102, type=symmetric_quantize]; +"103 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=103, type=conv2d]; +"104 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=104, type=batch_norm]; +"105 SENet/Sequential[layer2]/PreActBlock[1]/relu_1" [id=105, type=relu]; +"106 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=106, type=symmetric_quantize]; +"107 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=107, type=calc_rb_binary_mask]; +"108 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=108, type=apply_binary_mask]; +"109 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=109, type=symmetric_quantize]; +"110 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=110, type=conv2d]; +"111 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=111, type=symmetric_quantize]; +"112 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0" [id=112, type=avg_pool2d]; +"113 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=113, type=calc_rb_binary_mask]; +"114 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=114, type=apply_binary_mask]; +"115 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=115, type=conv2d]; +"116 SENet/Sequential[layer2]/PreActBlock[1]/relu_2" [id=116, type=relu]; +"117 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=117, type=calc_rb_binary_mask]; +"118 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=118, type=apply_binary_mask]; +"119 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=119, type=conv2d]; +"120 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0" [id=120, type=sigmoid]; +"121 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0" [id=121, type=__mul__]; +"122 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=122, type=symmetric_quantize]; +"123 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0" [id=123, type=__iadd__]; +"124 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=124, type=batch_norm]; +"125 SENet/Sequential[layer3]/PreActBlock[0]/relu_0" [id=125, type=relu]; +"126 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=126, type=symmetric_quantize]; +"127 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=127, type=calc_rb_binary_mask]; +"128 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=128, type=apply_binary_mask]; +"129 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=129, type=symmetric_quantize]; +"130 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=130, type=conv2d]; +"131 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=131, type=symmetric_quantize]; +"132 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=132, type=calc_rb_binary_mask]; +"133 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=133, type=apply_binary_mask]; +"134 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=134, type=symmetric_quantize]; +"135 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=135, type=conv2d]; +"136 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=136, type=batch_norm]; +"137 SENet/Sequential[layer3]/PreActBlock[0]/relu_1" [id=137, type=relu]; +"138 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=138, type=symmetric_quantize]; +"139 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=139, type=calc_rb_binary_mask]; +"140 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=140, type=apply_binary_mask]; +"141 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=141, type=symmetric_quantize]; +"142 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=142, type=conv2d]; +"143 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=143, type=symmetric_quantize]; +"144 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0" [id=144, type=avg_pool2d]; +"145 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=145, type=calc_rb_binary_mask]; +"146 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=146, type=apply_binary_mask]; +"147 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=147, type=conv2d]; +"148 SENet/Sequential[layer3]/PreActBlock[0]/relu_2" [id=148, type=relu]; +"149 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=149, type=calc_rb_binary_mask]; +"150 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=150, type=apply_binary_mask]; +"151 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=151, type=conv2d]; +"152 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0" [id=152, type=sigmoid]; +"153 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0" [id=153, type=__mul__]; +"154 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=154, type=symmetric_quantize]; +"155 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0" [id=155, type=__iadd__]; +"156 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=156, type=symmetric_quantize]; +"157 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=157, type=batch_norm]; +"158 SENet/Sequential[layer3]/PreActBlock[1]/relu_0" [id=158, type=relu]; +"159 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=159, type=symmetric_quantize]; +"160 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=160, type=calc_rb_binary_mask]; +"161 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=161, type=apply_binary_mask]; +"162 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=162, type=symmetric_quantize]; +"163 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=163, type=conv2d]; +"164 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=164, type=batch_norm]; +"165 SENet/Sequential[layer3]/PreActBlock[1]/relu_1" [id=165, type=relu]; +"166 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=166, type=symmetric_quantize]; +"167 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=167, type=calc_rb_binary_mask]; +"168 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=168, type=apply_binary_mask]; +"169 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=169, type=symmetric_quantize]; +"170 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=170, type=conv2d]; +"171 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=171, type=symmetric_quantize]; +"172 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0" [id=172, type=avg_pool2d]; +"173 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=173, type=calc_rb_binary_mask]; +"174 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=174, type=apply_binary_mask]; +"175 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=175, type=conv2d]; +"176 SENet/Sequential[layer3]/PreActBlock[1]/relu_2" [id=176, type=relu]; +"177 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=177, type=calc_rb_binary_mask]; +"178 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=178, type=apply_binary_mask]; +"179 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=179, type=conv2d]; +"180 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0" [id=180, type=sigmoid]; +"181 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0" [id=181, type=__mul__]; +"182 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=182, type=symmetric_quantize]; +"183 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0" [id=183, type=__iadd__]; +"184 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=184, type=batch_norm]; +"185 SENet/Sequential[layer4]/PreActBlock[0]/relu_0" [id=185, type=relu]; +"186 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" [id=186, type=symmetric_quantize]; +"187 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=187, type=calc_rb_binary_mask]; +"188 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=188, type=apply_binary_mask]; +"189 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=189, type=symmetric_quantize]; +"190 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" [id=190, type=conv2d]; +"191 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" [id=191, type=symmetric_quantize]; +"192 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=192, type=calc_rb_binary_mask]; +"193 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=193, type=apply_binary_mask]; +"194 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=194, type=symmetric_quantize]; +"195 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" [id=195, type=conv2d]; +"196 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=196, type=batch_norm]; +"197 SENet/Sequential[layer4]/PreActBlock[0]/relu_1" [id=197, type=relu]; +"198 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" [id=198, type=symmetric_quantize]; +"199 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=199, type=calc_rb_binary_mask]; +"200 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=200, type=apply_binary_mask]; +"201 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=201, type=symmetric_quantize]; +"202 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" [id=202, type=conv2d]; +"203 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=203, type=symmetric_quantize]; +"204 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0" [id=204, type=avg_pool2d]; +"205 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=205, type=calc_rb_binary_mask]; +"206 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=206, type=apply_binary_mask]; +"207 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" [id=207, type=conv2d]; +"208 SENet/Sequential[layer4]/PreActBlock[0]/relu_2" [id=208, type=relu]; +"209 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=209, type=calc_rb_binary_mask]; +"210 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=210, type=apply_binary_mask]; +"211 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" [id=211, type=conv2d]; +"212 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0" [id=212, type=sigmoid]; +"213 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0" [id=213, type=__mul__]; +"214 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" [id=214, type=symmetric_quantize]; +"215 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0" [id=215, type=__iadd__]; +"216 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" [id=216, type=symmetric_quantize]; +"217 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" [id=217, type=batch_norm]; +"218 SENet/Sequential[layer4]/PreActBlock[1]/relu_0" [id=218, type=relu]; +"219 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" [id=219, type=symmetric_quantize]; +"220 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=220, type=calc_rb_binary_mask]; +"221 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=221, type=apply_binary_mask]; +"222 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=222, type=symmetric_quantize]; +"223 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" [id=223, type=conv2d]; +"224 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" [id=224, type=batch_norm]; +"225 SENet/Sequential[layer4]/PreActBlock[1]/relu_1" [id=225, type=relu]; +"226 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" [id=226, type=symmetric_quantize]; +"227 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=227, type=calc_rb_binary_mask]; +"228 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=228, type=apply_binary_mask]; +"229 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=229, type=symmetric_quantize]; +"230 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" [id=230, type=conv2d]; +"231 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" [id=231, type=symmetric_quantize]; +"232 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0" [id=232, type=avg_pool2d]; +"233 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=233, type=calc_rb_binary_mask]; +"234 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=234, type=apply_binary_mask]; +"235 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" [id=235, type=conv2d]; +"236 SENet/Sequential[layer4]/PreActBlock[1]/relu_2" [id=236, type=relu]; +"237 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=237, type=calc_rb_binary_mask]; +"238 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=238, type=apply_binary_mask]; +"239 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" [id=239, type=conv2d]; +"240 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0" [id=240, type=sigmoid]; +"241 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0" [id=241, type=__mul__]; +"242 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" [id=242, type=symmetric_quantize]; +"243 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0" [id=243, type=__iadd__]; +"244 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" [id=244, type=symmetric_quantize]; +"245 SENet/avg_pool2d_0" [id=245, type=avg_pool2d]; +"246 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/symmetric_quantize_0" [id=246, type=symmetric_quantize]; +"247 SENet/view_0" [id=247, type=view]; +"248 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" [id=248, type=calc_rb_binary_mask]; +"249 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" [id=249, type=apply_binary_mask]; +"250 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [id=250, type=symmetric_quantize]; +"251 SENet/NNCFLinear[linear]/linear_0" [id=251, type=linear]; +"252 /nncf_model_output_0" [id=252, type=nncf_model_output]; "0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; "1 SymmetricQuantizer/symmetric_quantize_0" -> "5 SENet/NNCFConv2d[conv1]/conv2d_0"; "2 SENet/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "3 SENet/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; @@ -301,7 +261,7 @@ strict digraph { "6 SENet/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "7 SENet/relu_0"; "7 SENet/relu_0" -> "8 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/relu_0|OUTPUT]/symmetric_quantize_0"; "8 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/relu_0|OUTPUT]/symmetric_quantize_0" -> "9 SENet/Sequential[layer1]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"8 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/relu_0|OUTPUT]/symmetric_quantize_0" -> "40 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0"; +"8 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/relu_0|OUTPUT]/symmetric_quantize_0" -> "35 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0"; "9 SENet/Sequential[layer1]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "10 SENet/Sequential[layer1]/PreActBlock[0]/relu_0"; "10 SENet/Sequential[layer1]/PreActBlock[0]/relu_0" -> "11 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; "11 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "15 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; @@ -317,287 +277,247 @@ strict digraph { "21 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "22 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; "22 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "23 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; "23 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "24 SENet/Sequential[layer1]/PreActBlock[0]/avg_pool2d_0"; -"23 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "38 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0"; -"24 SENet/Sequential[layer1]/PreActBlock[0]/avg_pool2d_0" -> "25 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; -"25 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "29 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"26 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "27 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"27 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "28 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"28 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "29 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"29 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "30 SENet/Sequential[layer1]/PreActBlock[0]/relu_2"; -"30 SENet/Sequential[layer1]/PreActBlock[0]/relu_2" -> "31 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; -"31 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "35 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"32 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "33 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"33 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "34 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"34 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "35 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"35 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "36 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0"; -"36 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0" -> "37 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4"; -"37 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" -> "38 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0"; -"38 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0" -> "39 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5"; -"39 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" -> "40 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0"; -"40 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0" -> "41 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6"; -"41 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"41 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "73 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0"; -"42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "43 SENet/Sequential[layer1]/PreActBlock[1]/relu_0"; -"43 SENet/Sequential[layer1]/PreActBlock[1]/relu_0" -> "44 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; -"44 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "48 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"45 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "46 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"46 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "47 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"47 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "48 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"48 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "49 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"49 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "50 SENet/Sequential[layer1]/PreActBlock[1]/relu_1"; -"50 SENet/Sequential[layer1]/PreActBlock[1]/relu_1" -> "51 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; -"51 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "55 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"52 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "53 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"53 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "54 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"54 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "55 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"55 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "56 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"56 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "57 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0"; -"56 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "71 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0"; -"57 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0" -> "58 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; -"58 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "62 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"59 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "60 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"60 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "61 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"61 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "62 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"62 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "63 SENet/Sequential[layer1]/PreActBlock[1]/relu_2"; -"63 SENet/Sequential[layer1]/PreActBlock[1]/relu_2" -> "64 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3"; -"64 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" -> "68 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"65 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "66 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"66 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "67 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"67 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "68 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"68 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "69 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0"; -"69 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0" -> "70 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4"; -"70 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" -> "71 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0"; -"71 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0" -> "72 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5"; -"72 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" -> "73 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0"; -"73 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0" -> "74 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"74 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "75 SENet/Sequential[layer2]/PreActBlock[0]/relu_0"; -"75 SENet/Sequential[layer2]/PreActBlock[0]/relu_0" -> "76 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; -"76 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "80 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"76 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "85 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"77 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "78 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"78 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "79 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"79 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "80 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"80 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "81 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; -"81 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "110 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0"; -"82 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "83 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"83 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "84 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"84 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "85 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"85 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "86 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"86 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "87 SENet/Sequential[layer2]/PreActBlock[0]/relu_1"; -"87 SENet/Sequential[layer2]/PreActBlock[0]/relu_1" -> "88 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; -"88 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "92 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"89 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "90 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"90 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "91 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"91 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "92 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"92 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "93 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"93 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "94 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0"; -"93 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "108 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0"; -"94 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0" -> "95 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; -"95 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "99 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"96 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "97 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"97 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "98 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"98 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "99 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"99 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "100 SENet/Sequential[layer2]/PreActBlock[0]/relu_2"; -"100 SENet/Sequential[layer2]/PreActBlock[0]/relu_2" -> "101 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; -"101 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "105 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"102 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "103 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"103 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "104 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"104 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "105 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"105 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "106 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0"; -"106 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0" -> "107 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4"; -"107 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" -> "108 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0"; -"108 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0" -> "109 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5"; -"109 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" -> "110 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0"; -"110 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0" -> "111 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6"; -"111 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "112 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"111 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "143 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0"; -"112 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "113 SENet/Sequential[layer2]/PreActBlock[1]/relu_0"; -"113 SENet/Sequential[layer2]/PreActBlock[1]/relu_0" -> "114 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; -"114 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "118 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"115 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "116 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"116 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "117 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"117 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "118 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"118 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "119 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"119 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "120 SENet/Sequential[layer2]/PreActBlock[1]/relu_1"; -"120 SENet/Sequential[layer2]/PreActBlock[1]/relu_1" -> "121 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; -"121 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "125 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"122 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "123 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"123 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "124 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"124 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "125 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"125 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "126 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"126 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "127 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0"; -"126 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "141 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0"; -"127 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0" -> "128 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; -"128 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "132 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"129 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "130 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"130 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "131 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"131 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "132 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"132 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "133 SENet/Sequential[layer2]/PreActBlock[1]/relu_2"; -"133 SENet/Sequential[layer2]/PreActBlock[1]/relu_2" -> "134 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3"; -"134 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" -> "138 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"135 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "136 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"136 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "137 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"137 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "138 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"138 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "139 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0"; -"139 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0" -> "140 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4"; -"140 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" -> "141 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0"; -"141 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0" -> "142 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5"; -"142 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" -> "143 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0"; -"143 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0" -> "144 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"144 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "145 SENet/Sequential[layer3]/PreActBlock[0]/relu_0"; -"145 SENet/Sequential[layer3]/PreActBlock[0]/relu_0" -> "146 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; -"146 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "150 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"146 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "155 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"147 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "148 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"148 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "149 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"149 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "150 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"150 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "151 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; -"151 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "180 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0"; -"152 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "153 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"153 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "154 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"154 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "155 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"155 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "156 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"156 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "157 SENet/Sequential[layer3]/PreActBlock[0]/relu_1"; -"157 SENet/Sequential[layer3]/PreActBlock[0]/relu_1" -> "158 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; -"158 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "162 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"159 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "160 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"160 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "161 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"161 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "162 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"162 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "163 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"163 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "164 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0"; -"163 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "178 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0"; -"164 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0" -> "165 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; -"165 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "169 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"166 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "167 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"167 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "168 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"168 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "169 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"169 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "170 SENet/Sequential[layer3]/PreActBlock[0]/relu_2"; -"170 SENet/Sequential[layer3]/PreActBlock[0]/relu_2" -> "171 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; -"171 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "175 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"172 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "173 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"173 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "174 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"174 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "175 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"175 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "176 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0"; -"176 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0" -> "177 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4"; -"177 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" -> "178 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0"; -"178 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0" -> "179 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5"; -"179 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" -> "180 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0"; -"180 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0" -> "181 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6"; -"181 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "182 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"181 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "213 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0"; -"182 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "183 SENet/Sequential[layer3]/PreActBlock[1]/relu_0"; -"183 SENet/Sequential[layer3]/PreActBlock[1]/relu_0" -> "184 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; -"184 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "188 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"185 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "186 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"186 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "187 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"187 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "188 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"188 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "189 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"189 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "190 SENet/Sequential[layer3]/PreActBlock[1]/relu_1"; -"190 SENet/Sequential[layer3]/PreActBlock[1]/relu_1" -> "191 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; -"191 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "195 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"192 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "193 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"193 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "194 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"194 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "195 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"195 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "196 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"196 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "197 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0"; -"196 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "211 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0"; -"197 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0" -> "198 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; -"198 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "202 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"199 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "200 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"200 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "201 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"201 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "202 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"202 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "203 SENet/Sequential[layer3]/PreActBlock[1]/relu_2"; -"203 SENet/Sequential[layer3]/PreActBlock[1]/relu_2" -> "204 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3"; -"204 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" -> "208 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"205 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "206 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"206 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "207 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"207 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "208 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"208 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "209 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0"; -"209 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0" -> "210 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4"; -"210 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" -> "211 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0"; -"211 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0" -> "212 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5"; -"212 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" -> "213 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0"; -"213 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0" -> "214 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"214 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "215 SENet/Sequential[layer4]/PreActBlock[0]/relu_0"; -"215 SENet/Sequential[layer4]/PreActBlock[0]/relu_0" -> "216 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; -"216 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "220 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"216 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "225 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"217 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "218 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"218 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "219 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"219 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "220 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; -"220 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "221 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; -"221 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "250 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0"; -"222 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "223 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"223 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "224 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"224 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "225 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; -"225 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "226 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"226 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "227 SENet/Sequential[layer4]/PreActBlock[0]/relu_1"; -"227 SENet/Sequential[layer4]/PreActBlock[0]/relu_1" -> "228 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; -"228 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "232 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"229 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "230 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"230 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "231 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"231 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "232 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; -"232 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "233 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"233 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "234 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0"; -"233 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "248 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0"; -"234 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0" -> "235 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; -"235 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "239 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"236 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "237 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"237 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "238 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"238 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "239 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; -"239 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "240 SENet/Sequential[layer4]/PreActBlock[0]/relu_2"; -"240 SENet/Sequential[layer4]/PreActBlock[0]/relu_2" -> "241 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; -"241 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "245 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"242 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "243 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"243 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "244 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"244 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "245 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; -"245 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "246 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0"; -"246 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0" -> "247 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4"; -"247 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_4" -> "248 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0"; -"248 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0" -> "249 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5"; -"249 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_5" -> "250 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0"; -"250 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0" -> "251 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6"; -"251 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "252 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; -"251 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_6" -> "283 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0"; -"252 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "253 SENet/Sequential[layer4]/PreActBlock[1]/relu_0"; -"253 SENet/Sequential[layer4]/PreActBlock[1]/relu_0" -> "254 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; -"254 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "258 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"255 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "256 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"256 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "257 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"257 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "258 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; -"258 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "259 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; -"259 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "260 SENet/Sequential[layer4]/PreActBlock[1]/relu_1"; -"260 SENet/Sequential[layer4]/PreActBlock[1]/relu_1" -> "261 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; -"261 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "265 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"262 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "263 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"263 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "264 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"264 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "265 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; -"265 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "266 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; -"266 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "267 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0"; -"266 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "281 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0"; -"267 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0" -> "268 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; -"268 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "272 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"269 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "270 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"270 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "271 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"271 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "272 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; -"272 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "273 SENet/Sequential[layer4]/PreActBlock[1]/relu_2"; -"273 SENet/Sequential[layer4]/PreActBlock[1]/relu_2" -> "274 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3"; -"274 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" -> "278 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"275 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "276 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"276 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "277 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"277 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "278 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; -"278 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "279 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0"; -"279 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0" -> "280 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4"; -"280 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_4" -> "281 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0"; -"281 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0" -> "282 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5"; -"282 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_5" -> "283 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0"; -"283 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0" -> "284 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_6"; -"284 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_6" -> "285 SENet/avg_pool2d_0"; -"285 SENet/avg_pool2d_0" -> "286 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/symmetric_quantize_0"; -"286 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/symmetric_quantize_0" -> "287 SENet/view_0"; -"287 SENet/view_0" -> "291 SENet/NNCFLinear[linear]/linear_0"; -"288 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "289 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; -"289 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "290 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; -"290 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "291 SENet/NNCFLinear[linear]/linear_0"; -"291 SENet/NNCFLinear[linear]/linear_0" -> "292 /nncf_model_output_0"; +"23 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "33 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0"; +"24 SENet/Sequential[layer1]/PreActBlock[0]/avg_pool2d_0" -> "27 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"25 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "26 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"26 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "27 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"27 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "28 SENet/Sequential[layer1]/PreActBlock[0]/relu_2"; +"28 SENet/Sequential[layer1]/PreActBlock[0]/relu_2" -> "31 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"29 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "30 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"30 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "31 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"31 SENet/Sequential[layer1]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "32 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0"; +"32 SENet/Sequential[layer1]/PreActBlock[0]/sigmoid_0" -> "33 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0"; +"33 SENet/Sequential[layer1]/PreActBlock[0]/__mul___0" -> "34 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; +"34 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "35 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0"; +"35 SENet/Sequential[layer1]/PreActBlock[0]/__iadd___0" -> "36 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; +"36 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"36 SENet/Sequential[layer1]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "63 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0"; +"37 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "38 SENet/Sequential[layer1]/PreActBlock[1]/relu_0"; +"38 SENet/Sequential[layer1]/PreActBlock[1]/relu_0" -> "39 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; +"39 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "43 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"40 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"41 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"42 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "43 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"43 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "44 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"44 SENet/Sequential[layer1]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "45 SENet/Sequential[layer1]/PreActBlock[1]/relu_1"; +"45 SENet/Sequential[layer1]/PreActBlock[1]/relu_1" -> "46 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; +"46 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "50 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"47 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "48 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"48 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "49 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"49 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "50 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"50 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "51 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"51 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "52 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0"; +"51 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "61 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0"; +"52 SENet/Sequential[layer1]/PreActBlock[1]/avg_pool2d_0" -> "55 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"53 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "54 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"54 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "55 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"55 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "56 SENet/Sequential[layer1]/PreActBlock[1]/relu_2"; +"56 SENet/Sequential[layer1]/PreActBlock[1]/relu_2" -> "59 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"57 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "58 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"58 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "59 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"59 SENet/Sequential[layer1]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "60 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0"; +"60 SENet/Sequential[layer1]/PreActBlock[1]/sigmoid_0" -> "61 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0"; +"61 SENet/Sequential[layer1]/PreActBlock[1]/__mul___0" -> "62 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; +"62 SENet/Sequential[layer1]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "63 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0"; +"63 SENet/Sequential[layer1]/PreActBlock[1]/__iadd___0" -> "64 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"64 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "65 SENet/Sequential[layer2]/PreActBlock[0]/relu_0"; +"65 SENet/Sequential[layer2]/PreActBlock[0]/relu_0" -> "66 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; +"66 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "70 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"66 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "75 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"67 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "68 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"68 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "69 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"69 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "70 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"70 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "71 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; +"71 SENet/Sequential[layer2]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "95 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0"; +"72 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "73 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"73 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "74 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"74 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "75 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"75 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "76 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"76 SENet/Sequential[layer2]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "77 SENet/Sequential[layer2]/PreActBlock[0]/relu_1"; +"77 SENet/Sequential[layer2]/PreActBlock[0]/relu_1" -> "78 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; +"78 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "82 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"79 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "80 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"80 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "81 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"81 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "82 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"82 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "83 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"83 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "84 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0"; +"83 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "93 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0"; +"84 SENet/Sequential[layer2]/PreActBlock[0]/avg_pool2d_0" -> "87 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"85 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "86 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"86 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "87 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"87 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "88 SENet/Sequential[layer2]/PreActBlock[0]/relu_2"; +"88 SENet/Sequential[layer2]/PreActBlock[0]/relu_2" -> "91 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"89 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "90 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"90 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "91 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"91 SENet/Sequential[layer2]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "92 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0"; +"92 SENet/Sequential[layer2]/PreActBlock[0]/sigmoid_0" -> "93 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0"; +"93 SENet/Sequential[layer2]/PreActBlock[0]/__mul___0" -> "94 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; +"94 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "95 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0"; +"95 SENet/Sequential[layer2]/PreActBlock[0]/__iadd___0" -> "96 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; +"96 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "97 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"96 SENet/Sequential[layer2]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "123 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0"; +"97 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "98 SENet/Sequential[layer2]/PreActBlock[1]/relu_0"; +"98 SENet/Sequential[layer2]/PreActBlock[1]/relu_0" -> "99 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; +"99 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "103 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"100 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "101 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"101 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "102 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"102 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "103 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"103 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "104 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"104 SENet/Sequential[layer2]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "105 SENet/Sequential[layer2]/PreActBlock[1]/relu_1"; +"105 SENet/Sequential[layer2]/PreActBlock[1]/relu_1" -> "106 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; +"106 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "110 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"107 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "108 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"108 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "109 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"109 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "110 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"110 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "111 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"111 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "112 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0"; +"111 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "121 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0"; +"112 SENet/Sequential[layer2]/PreActBlock[1]/avg_pool2d_0" -> "115 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"113 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "114 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"114 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "115 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"115 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "116 SENet/Sequential[layer2]/PreActBlock[1]/relu_2"; +"116 SENet/Sequential[layer2]/PreActBlock[1]/relu_2" -> "119 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"117 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "118 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"118 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "119 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"119 SENet/Sequential[layer2]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "120 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0"; +"120 SENet/Sequential[layer2]/PreActBlock[1]/sigmoid_0" -> "121 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0"; +"121 SENet/Sequential[layer2]/PreActBlock[1]/__mul___0" -> "122 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; +"122 SENet/Sequential[layer2]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "123 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0"; +"123 SENet/Sequential[layer2]/PreActBlock[1]/__iadd___0" -> "124 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"124 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "125 SENet/Sequential[layer3]/PreActBlock[0]/relu_0"; +"125 SENet/Sequential[layer3]/PreActBlock[0]/relu_0" -> "126 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; +"126 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "130 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"126 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "135 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"127 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "128 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"128 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "129 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"129 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "130 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"130 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "131 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; +"131 SENet/Sequential[layer3]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "155 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0"; +"132 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "133 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"133 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "134 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"134 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "135 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"135 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "136 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"136 SENet/Sequential[layer3]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "137 SENet/Sequential[layer3]/PreActBlock[0]/relu_1"; +"137 SENet/Sequential[layer3]/PreActBlock[0]/relu_1" -> "138 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; +"138 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "142 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"139 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "140 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"140 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "141 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"141 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "142 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"142 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "143 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"143 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "144 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0"; +"143 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "153 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0"; +"144 SENet/Sequential[layer3]/PreActBlock[0]/avg_pool2d_0" -> "147 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"145 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "146 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"146 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "147 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"147 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "148 SENet/Sequential[layer3]/PreActBlock[0]/relu_2"; +"148 SENet/Sequential[layer3]/PreActBlock[0]/relu_2" -> "151 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"149 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "150 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"150 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "151 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"151 SENet/Sequential[layer3]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "152 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0"; +"152 SENet/Sequential[layer3]/PreActBlock[0]/sigmoid_0" -> "153 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0"; +"153 SENet/Sequential[layer3]/PreActBlock[0]/__mul___0" -> "154 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; +"154 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "155 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0"; +"155 SENet/Sequential[layer3]/PreActBlock[0]/__iadd___0" -> "156 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; +"156 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "157 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"156 SENet/Sequential[layer3]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "183 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0"; +"157 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "158 SENet/Sequential[layer3]/PreActBlock[1]/relu_0"; +"158 SENet/Sequential[layer3]/PreActBlock[1]/relu_0" -> "159 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; +"159 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "163 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"160 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "161 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"161 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "162 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"162 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "163 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"163 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "164 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"164 SENet/Sequential[layer3]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "165 SENet/Sequential[layer3]/PreActBlock[1]/relu_1"; +"165 SENet/Sequential[layer3]/PreActBlock[1]/relu_1" -> "166 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; +"166 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "170 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"167 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "168 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"168 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "169 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"169 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "170 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"170 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "171 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"171 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "172 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0"; +"171 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "181 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0"; +"172 SENet/Sequential[layer3]/PreActBlock[1]/avg_pool2d_0" -> "175 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"173 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "174 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"174 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "175 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"175 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "176 SENet/Sequential[layer3]/PreActBlock[1]/relu_2"; +"176 SENet/Sequential[layer3]/PreActBlock[1]/relu_2" -> "179 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"177 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "178 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"178 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "179 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"179 SENet/Sequential[layer3]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "180 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0"; +"180 SENet/Sequential[layer3]/PreActBlock[1]/sigmoid_0" -> "181 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0"; +"181 SENet/Sequential[layer3]/PreActBlock[1]/__mul___0" -> "182 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; +"182 SENet/Sequential[layer3]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "183 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0"; +"183 SENet/Sequential[layer3]/PreActBlock[1]/__iadd___0" -> "184 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"184 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "185 SENet/Sequential[layer4]/PreActBlock[0]/relu_0"; +"185 SENet/Sequential[layer4]/PreActBlock[0]/relu_0" -> "186 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0"; +"186 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "190 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"186 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_0" -> "195 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"187 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "188 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"188 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "189 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"189 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "190 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0"; +"190 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/conv2d_0" -> "191 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0"; +"191 SENet/Sequential[layer4]/PreActBlock[0]/Sequential[shortcut]/NNCFConv2d[0]/SymmetricQuantizer/symmetric_quantize_0" -> "215 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0"; +"192 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "193 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"193 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "194 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"194 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "195 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0"; +"195 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv1]/conv2d_0" -> "196 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"196 SENet/Sequential[layer4]/PreActBlock[0]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "197 SENet/Sequential[layer4]/PreActBlock[0]/relu_1"; +"197 SENet/Sequential[layer4]/PreActBlock[0]/relu_1" -> "198 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1"; +"198 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_1" -> "202 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"199 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "200 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"200 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "201 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"201 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "202 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0"; +"202 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/conv2d_0" -> "203 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"203 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "204 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0"; +"203 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "213 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0"; +"204 SENet/Sequential[layer4]/PreActBlock[0]/avg_pool2d_0" -> "207 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"205 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "206 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"206 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "207 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0"; +"207 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc1]/conv2d_0" -> "208 SENet/Sequential[layer4]/PreActBlock[0]/relu_2"; +"208 SENet/Sequential[layer4]/PreActBlock[0]/relu_2" -> "211 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"209 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "210 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"210 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "211 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0"; +"211 SENet/Sequential[layer4]/PreActBlock[0]/NNCFConv2d[fc2]/conv2d_0" -> "212 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0"; +"212 SENet/Sequential[layer4]/PreActBlock[0]/sigmoid_0" -> "213 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0"; +"213 SENet/Sequential[layer4]/PreActBlock[0]/__mul___0" -> "214 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2"; +"214 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_2" -> "215 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0"; +"215 SENet/Sequential[layer4]/PreActBlock[0]/__iadd___0" -> "216 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3"; +"216 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "217 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0"; +"216 SENet/Sequential[layer4]/PreActBlock[0]/SymmetricQuantizer/symmetric_quantize_3" -> "243 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0"; +"217 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn1]/batch_norm_0" -> "218 SENet/Sequential[layer4]/PreActBlock[1]/relu_0"; +"218 SENet/Sequential[layer4]/PreActBlock[1]/relu_0" -> "219 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0"; +"219 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_0" -> "223 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"220 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "221 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"221 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "222 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"222 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "223 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0"; +"223 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv1]/conv2d_0" -> "224 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0"; +"224 SENet/Sequential[layer4]/PreActBlock[1]/NNCFBatchNorm2d[bn2]/batch_norm_0" -> "225 SENet/Sequential[layer4]/PreActBlock[1]/relu_1"; +"225 SENet/Sequential[layer4]/PreActBlock[1]/relu_1" -> "226 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1"; +"226 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_1" -> "230 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"227 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "228 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"228 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "229 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"229 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "230 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0"; +"230 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/conv2d_0" -> "231 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0"; +"231 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "232 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0"; +"231 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[conv2]/SymmetricQuantizer/symmetric_quantize_0" -> "241 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0"; +"232 SENet/Sequential[layer4]/PreActBlock[1]/avg_pool2d_0" -> "235 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"233 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "234 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"234 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "235 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0"; +"235 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc1]/conv2d_0" -> "236 SENet/Sequential[layer4]/PreActBlock[1]/relu_2"; +"236 SENet/Sequential[layer4]/PreActBlock[1]/relu_2" -> "239 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"237 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "238 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"238 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "239 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0"; +"239 SENet/Sequential[layer4]/PreActBlock[1]/NNCFConv2d[fc2]/conv2d_0" -> "240 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0"; +"240 SENet/Sequential[layer4]/PreActBlock[1]/sigmoid_0" -> "241 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0"; +"241 SENet/Sequential[layer4]/PreActBlock[1]/__mul___0" -> "242 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2"; +"242 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_2" -> "243 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0"; +"243 SENet/Sequential[layer4]/PreActBlock[1]/__iadd___0" -> "244 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3"; +"244 SENet/Sequential[layer4]/PreActBlock[1]/SymmetricQuantizer/symmetric_quantize_3" -> "245 SENet/avg_pool2d_0"; +"245 SENet/avg_pool2d_0" -> "246 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/symmetric_quantize_0"; +"246 SENet/NNCFNetworkInterface[_nncf]/ModuleDict[external_quantizers]/SymmetricQuantizer[SENet/avg_pool2d_0|OUTPUT]/symmetric_quantize_0" -> "247 SENet/view_0"; +"247 SENet/view_0" -> "251 SENet/NNCFLinear[linear]/linear_0"; +"248 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/calc_rb_binary_mask_0" -> "249 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0"; +"249 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[0]/RBSparsifyingWeight[op]/apply_binary_mask_0" -> "250 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0"; +"250 SENet/NNCFLinear[linear]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" -> "251 SENet/NNCFLinear[linear]/linear_0"; +"251 SENet/NNCFLinear[linear]/linear_0" -> "252 /nncf_model_output_0"; }