DUC

DUC

Model Plot

BatchSize 1 BatchSize 2 BatchSize 4 BatchSize 8 BatchSize 16 BatchSize 32

Layer Information

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LAYERNAME	LAYERTYPE	INPUTNAMES	OUTPUTNAMES	INPUTSHAPES	OUTPUTSHAPES
data	ConstantInput			[[1,3,800,800]]	[[1,3,800,800]]
conv1_1_3x3_s2_weight	ConstantInput			[[64,3,3,3]]	[[64,3,3,3]]
conv1_1_3x3_s2	Conv	data;conv1_1_3x3_s2_weight	conv1_1_3x3_s2	[[1,3,800,800],[64,3,3,3]]	[[1,64,400,400]]
conv1_1_3x3_s2/bn_gamma	ConstantInput			[[64]]	[[64]]
conv1_1_3x3_s2/bn_beta	ConstantInput			[[64]]	[[64]]
conv1_1_3x3_s2/bn_moving_mean	ConstantInput			[[64]]	[[64]]
conv1_1_3x3_s2/bn_moving_var	ConstantInput			[[64]]	[[64]]
conv1_1_3x3_s2/bn	BatchNorm	conv1_1_3x3_s2;conv1_1_3x3_s2/bn_gamma;conv1_1_3x3_s2/bn_beta;conv1_1_3x3_s2/bn_moving_mean;conv1_1_3x3_s2/bn_moving_var	conv1_1_3x3_s2/bn	[[1,64,400,400],[64],[64],[64],[64]]	[[1,64,400,400],[64],[64],[64],[64]]
conv1_1_3x3_s2/relu	Relu	conv1_1_3x3_s2/bn	conv1_1_3x3_s2/relu	[[1,64,400,400]]	[[1,64,400,400]]
conv1_2_3x3_weight	ConstantInput			[[64,64,3,3]]	[[64,64,3,3]]
conv1_2_3x3	Conv	conv1_1_3x3_s2/relu;conv1_2_3x3_weight	conv1_2_3x3	[[1,64,400,400],[64,64,3,3]]	[[1,64,400,400]]
conv1_2_3x3/bn_gamma	ConstantInput			[[64]]	[[64]]
conv1_2_3x3/bn_beta	ConstantInput			[[64]]	[[64]]
conv1_2_3x3/bn_moving_mean	ConstantInput			[[64]]	[[64]]
conv1_2_3x3/bn_moving_var	ConstantInput			[[64]]	[[64]]
conv1_2_3x3/bn	BatchNorm	conv1_2_3x3;conv1_2_3x3/bn_gamma;conv1_2_3x3/bn_beta;conv1_2_3x3/bn_moving_mean;conv1_2_3x3/bn_moving_var	conv1_2_3x3/bn	[[1,64,400,400],[64],[64],[64],[64]]	[[1,64,400,400],[64],[64],[64],[64]]
conv1_2_3x3/relu	Relu	conv1_2_3x3/bn	conv1_2_3x3/relu	[[1,64,400,400]]	[[1,64,400,400]]
conv1_3_3x3_weight	ConstantInput			[[128,64,3,3]]	[[128,64,3,3]]
conv1_3_3x3	Conv	conv1_2_3x3/relu;conv1_3_3x3_weight	conv1_3_3x3	[[1,64,400,400],[128,64,3,3]]	[[1,128,400,400]]
conv1_3_3x3/bn_gamma	ConstantInput			[[128]]	[[128]]
conv1_3_3x3/bn_beta	ConstantInput			[[128]]	[[128]]
conv1_3_3x3/bn_moving_mean	ConstantInput			[[128]]	[[128]]
conv1_3_3x3/bn_moving_var	ConstantInput			[[128]]	[[128]]
conv1_3_3x3/bn	BatchNorm	conv1_3_3x3;conv1_3_3x3/bn_gamma;conv1_3_3x3/bn_beta;conv1_3_3x3/bn_moving_mean;conv1_3_3x3/bn_moving_var	conv1_3_3x3/bn	[[1,128,400,400],[128],[128],[128],[128]]	[[1,128,400,400],[128],[128],[128],[128]]
conv1_3_3x3/relu	Relu	conv1_3_3x3/bn	conv1_3_3x3/relu	[[1,128,400,400]]	[[1,128,400,400]]
pool1_3x3_s2	Pooling	conv1_3_3x3/relu	pool1_3x3_s2	[[1,128,400,400]]	[[1,128,199,199]]
conv2_1_1x1_reduce_weight	ConstantInput			[[64,128,1,1]]	[[64,128,1,1]]
conv2_1_1x1_reduce	Conv	pool1_3x3_s2;conv2_1_1x1_reduce_weight	conv2_1_1x1_reduce	[[1,128,199,199],[64,128,1,1]]	[[1,64,199,199]]
conv2_1_1x1_reduce/bn_gamma	ConstantInput			[[64]]	[[64]]
conv2_1_1x1_reduce/bn_beta	ConstantInput			[[64]]	[[64]]
conv2_1_1x1_reduce/bn_moving_mean	ConstantInput			[[64]]	[[64]]
conv2_1_1x1_reduce/bn_moving_var	ConstantInput			[[64]]	[[64]]
conv2_1_1x1_reduce/bn	BatchNorm	conv2_1_1x1_reduce;conv2_1_1x1_reduce/bn_gamma;conv2_1_1x1_reduce/bn_beta;conv2_1_1x1_reduce/bn_moving_mean;conv2_1_1x1_reduce/bn_moving_var	conv2_1_1x1_reduce/bn	[[1,64,199,199],[64],[64],[64],[64]]	[[1,64,199,199],[64],[64],[64],[64]]
conv2_1_1x1_reduce/relu	Relu	conv2_1_1x1_reduce/bn	conv2_1_1x1_reduce/relu	[[1,64,199,199]]	[[1,64,199,199]]
conv2_1_3x3_weight	ConstantInput			[[64,64,3,3]]	[[64,64,3,3]]
conv2_1_3x3	Conv	conv2_1_1x1_reduce/relu;conv2_1_3x3_weight	conv2_1_3x3	[[1,64,199,199],[64,64,3,3]]	[[1,64,199,199]]
conv2_1_3x3/bn_gamma	ConstantInput			[[64]]	[[64]]
conv2_1_3x3/bn_beta	ConstantInput			[[64]]	[[64]]
conv2_1_3x3/bn_moving_mean	ConstantInput			[[64]]	[[64]]
conv2_1_3x3/bn_moving_var	ConstantInput			[[64]]	[[64]]
conv2_1_3x3/bn	BatchNorm	conv2_1_3x3;conv2_1_3x3/bn_gamma;conv2_1_3x3/bn_beta;conv2_1_3x3/bn_moving_mean;conv2_1_3x3/bn_moving_var	conv2_1_3x3/bn	[[1,64,199,199],[64],[64],[64],[64]]	[[1,64,199,199],[64],[64],[64],[64]]
conv2_1_3x3/relu	Relu	conv2_1_3x3/bn	conv2_1_3x3/relu	[[1,64,199,199]]	[[1,64,199,199]]
conv2_1_1x1_increase_weight	ConstantInput			[[256,64,1,1]]	[[256,64,1,1]]
conv2_1_1x1_increase	Conv	conv2_1_3x3/relu;conv2_1_1x1_increase_weight	conv2_1_1x1_increase	[[1,64,199,199],[256,64,1,1]]	[[1,256,199,199]]
conv2_1_1x1_increase/bn_gamma	ConstantInput			[[256]]	[[256]]
conv2_1_1x1_increase/bn_beta	ConstantInput			[[256]]	[[256]]
conv2_1_1x1_increase/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv2_1_1x1_increase/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv2_1_1x1_increase/bn	BatchNorm	conv2_1_1x1_increase;conv2_1_1x1_increase/bn_gamma;conv2_1_1x1_increase/bn_beta;conv2_1_1x1_increase/bn_moving_mean;conv2_1_1x1_increase/bn_moving_var	conv2_1_1x1_increase/bn	[[1,256,199,199],[256],[256],[256],[256]]	[[1,256,199,199],[256],[256],[256],[256]]
conv2_1_1x1_proj_weight	ConstantInput			[[256,128,1,1]]	[[256,128,1,1]]
conv2_1_1x1_proj	Conv	pool1_3x3_s2;conv2_1_1x1_proj_weight	conv2_1_1x1_proj	[[1,128,199,199],[256,128,1,1]]	[[1,256,199,199]]
conv2_1_1x1_proj/bn_gamma	ConstantInput			[[256]]	[[256]]
conv2_1_1x1_proj/bn_beta	ConstantInput			[[256]]	[[256]]
conv2_1_1x1_proj/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv2_1_1x1_proj/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv2_1_1x1_proj/bn	BatchNorm	conv2_1_1x1_proj;conv2_1_1x1_proj/bn_gamma;conv2_1_1x1_proj/bn_beta;conv2_1_1x1_proj/bn_moving_mean;conv2_1_1x1_proj/bn_moving_var	conv2_1_1x1_proj/bn	[[1,256,199,199],[256],[256],[256],[256]]	[[1,256,199,199],[256],[256],[256],[256]]
conv2_1	ElementWise	conv2_1_1x1_increase/bn;conv2_1_1x1_proj/bn	conv2_1	[[1,256,199,199],[1,256,199,199]]	[[1,256,199,199]]
conv2_1_relu	Relu	conv2_1	conv2_1_relu	[[1,256,199,199]]	[[1,256,199,199]]
conv2_2_1x1_reduce_weight	ConstantInput			[[64,256,1,1]]	[[64,256,1,1]]
conv2_2_1x1_reduce	Conv	conv2_1_relu;conv2_2_1x1_reduce_weight	conv2_2_1x1_reduce	[[1,256,199,199],[64,256,1,1]]	[[1,64,199,199]]
conv2_2_1x1_reduce/bn_gamma	ConstantInput			[[64]]	[[64]]
conv2_2_1x1_reduce/bn_beta	ConstantInput			[[64]]	[[64]]
conv2_2_1x1_reduce/bn_moving_mean	ConstantInput			[[64]]	[[64]]
conv2_2_1x1_reduce/bn_moving_var	ConstantInput			[[64]]	[[64]]
conv2_2_1x1_reduce/bn	BatchNorm	conv2_2_1x1_reduce;conv2_2_1x1_reduce/bn_gamma;conv2_2_1x1_reduce/bn_beta;conv2_2_1x1_reduce/bn_moving_mean;conv2_2_1x1_reduce/bn_moving_var	conv2_2_1x1_reduce/bn	[[1,64,199,199],[64],[64],[64],[64]]	[[1,64,199,199],[64],[64],[64],[64]]
conv2_2_1x1_reduce/relu	Relu	conv2_2_1x1_reduce/bn	conv2_2_1x1_reduce/relu	[[1,64,199,199]]	[[1,64,199,199]]
conv2_2_3x3_weight	ConstantInput			[[64,64,3,3]]	[[64,64,3,3]]
conv2_2_3x3	Conv	conv2_2_1x1_reduce/relu;conv2_2_3x3_weight	conv2_2_3x3	[[1,64,199,199],[64,64,3,3]]	[[1,64,199,199]]
conv2_2_3x3/bn_gamma	ConstantInput			[[64]]	[[64]]
conv2_2_3x3/bn_beta	ConstantInput			[[64]]	[[64]]
conv2_2_3x3/bn_moving_mean	ConstantInput			[[64]]	[[64]]
conv2_2_3x3/bn_moving_var	ConstantInput			[[64]]	[[64]]
conv2_2_3x3/bn	BatchNorm	conv2_2_3x3;conv2_2_3x3/bn_gamma;conv2_2_3x3/bn_beta;conv2_2_3x3/bn_moving_mean;conv2_2_3x3/bn_moving_var	conv2_2_3x3/bn	[[1,64,199,199],[64],[64],[64],[64]]	[[1,64,199,199],[64],[64],[64],[64]]
conv2_2_3x3/relu	Relu	conv2_2_3x3/bn	conv2_2_3x3/relu	[[1,64,199,199]]	[[1,64,199,199]]
conv2_2_1x1_increase_weight	ConstantInput			[[256,64,1,1]]	[[256,64,1,1]]
conv2_2_1x1_increase	Conv	conv2_2_3x3/relu;conv2_2_1x1_increase_weight	conv2_2_1x1_increase	[[1,64,199,199],[256,64,1,1]]	[[1,256,199,199]]
conv2_2_1x1_increase/bn_gamma	ConstantInput			[[256]]	[[256]]
conv2_2_1x1_increase/bn_beta	ConstantInput			[[256]]	[[256]]
conv2_2_1x1_increase/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv2_2_1x1_increase/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv2_2_1x1_increase/bn	BatchNorm	conv2_2_1x1_increase;conv2_2_1x1_increase/bn_gamma;conv2_2_1x1_increase/bn_beta;conv2_2_1x1_increase/bn_moving_mean;conv2_2_1x1_increase/bn_moving_var	conv2_2_1x1_increase/bn	[[1,256,199,199],[256],[256],[256],[256]]	[[1,256,199,199],[256],[256],[256],[256]]
conv2_2	ElementWise	conv2_1_relu;conv2_2_1x1_increase/bn	conv2_2	[[1,256,199,199],[1,256,199,199]]	[[1,256,199,199]]
conv2_2_relu	Relu	conv2_2	conv2_2_relu	[[1,256,199,199]]	[[1,256,199,199]]
conv2_3_1x1_reduce_weight	ConstantInput			[[64,256,1,1]]	[[64,256,1,1]]
conv2_3_1x1_reduce	Conv	conv2_2_relu;conv2_3_1x1_reduce_weight	conv2_3_1x1_reduce	[[1,256,199,199],[64,256,1,1]]	[[1,64,199,199]]
conv2_3_1x1_reduce/bn_gamma	ConstantInput			[[64]]	[[64]]
conv2_3_1x1_reduce/bn_beta	ConstantInput			[[64]]	[[64]]
conv2_3_1x1_reduce/bn_moving_mean	ConstantInput			[[64]]	[[64]]
conv2_3_1x1_reduce/bn_moving_var	ConstantInput			[[64]]	[[64]]
conv2_3_1x1_reduce/bn	BatchNorm	conv2_3_1x1_reduce;conv2_3_1x1_reduce/bn_gamma;conv2_3_1x1_reduce/bn_beta;conv2_3_1x1_reduce/bn_moving_mean;conv2_3_1x1_reduce/bn_moving_var	conv2_3_1x1_reduce/bn	[[1,64,199,199],[64],[64],[64],[64]]	[[1,64,199,199],[64],[64],[64],[64]]
conv2_3_1x1_reduce/relu	Relu	conv2_3_1x1_reduce/bn	conv2_3_1x1_reduce/relu	[[1,64,199,199]]	[[1,64,199,199]]
conv2_3_3x3_weight	ConstantInput			[[64,64,3,3]]	[[64,64,3,3]]
conv2_3_3x3	Conv	conv2_3_1x1_reduce/relu;conv2_3_3x3_weight	conv2_3_3x3	[[1,64,199,199],[64,64,3,3]]	[[1,64,199,199]]
conv2_3_3x3/bn_gamma	ConstantInput			[[64]]	[[64]]
conv2_3_3x3/bn_beta	ConstantInput			[[64]]	[[64]]
conv2_3_3x3/bn_moving_mean	ConstantInput			[[64]]	[[64]]
conv2_3_3x3/bn_moving_var	ConstantInput			[[64]]	[[64]]
conv2_3_3x3/bn	BatchNorm	conv2_3_3x3;conv2_3_3x3/bn_gamma;conv2_3_3x3/bn_beta;conv2_3_3x3/bn_moving_mean;conv2_3_3x3/bn_moving_var	conv2_3_3x3/bn	[[1,64,199,199],[64],[64],[64],[64]]	[[1,64,199,199],[64],[64],[64],[64]]
conv2_3_3x3/relu	Relu	conv2_3_3x3/bn	conv2_3_3x3/relu	[[1,64,199,199]]	[[1,64,199,199]]
conv2_3_1x1_increase_weight	ConstantInput			[[256,64,1,1]]	[[256,64,1,1]]
conv2_3_1x1_increase	Conv	conv2_3_3x3/relu;conv2_3_1x1_increase_weight	conv2_3_1x1_increase	[[1,64,199,199],[256,64,1,1]]	[[1,256,199,199]]
conv2_3_1x1_increase/bn_gamma	ConstantInput			[[256]]	[[256]]
conv2_3_1x1_increase/bn_beta	ConstantInput			[[256]]	[[256]]
conv2_3_1x1_increase/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv2_3_1x1_increase/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv2_3_1x1_increase/bn	BatchNorm	conv2_3_1x1_increase;conv2_3_1x1_increase/bn_gamma;conv2_3_1x1_increase/bn_beta;conv2_3_1x1_increase/bn_moving_mean;conv2_3_1x1_increase/bn_moving_var	conv2_3_1x1_increase/bn	[[1,256,199,199],[256],[256],[256],[256]]	[[1,256,199,199],[256],[256],[256],[256]]
conv2_3	ElementWise	conv2_2_relu;conv2_3_1x1_increase/bn	conv2_3	[[1,256,199,199],[1,256,199,199]]	[[1,256,199,199]]
conv2_3_relu	Relu	conv2_3	conv2_3_relu	[[1,256,199,199]]	[[1,256,199,199]]
conv3_1_1x1_reduce_weight	ConstantInput			[[128,256,1,1]]	[[128,256,1,1]]
conv3_1_1x1_reduce	Conv	conv2_3_relu;conv3_1_1x1_reduce_weight	conv3_1_1x1_reduce	[[1,256,199,199],[128,256,1,1]]	[[1,128,100,100]]
conv3_1_1x1_reduce/bn_gamma	ConstantInput			[[128]]	[[128]]
conv3_1_1x1_reduce/bn_beta	ConstantInput			[[128]]	[[128]]
conv3_1_1x1_reduce/bn_moving_mean	ConstantInput			[[128]]	[[128]]
conv3_1_1x1_reduce/bn_moving_var	ConstantInput			[[128]]	[[128]]
conv3_1_1x1_reduce/bn	BatchNorm	conv3_1_1x1_reduce;conv3_1_1x1_reduce/bn_gamma;conv3_1_1x1_reduce/bn_beta;conv3_1_1x1_reduce/bn_moving_mean;conv3_1_1x1_reduce/bn_moving_var	conv3_1_1x1_reduce/bn	[[1,128,100,100],[128],[128],[128],[128]]	[[1,128,100,100],[128],[128],[128],[128]]
conv3_1_1x1_reduce/relu	Relu	conv3_1_1x1_reduce/bn	conv3_1_1x1_reduce/relu	[[1,128,100,100]]	[[1,128,100,100]]
conv3_1_3x3_weight	ConstantInput			[[128,128,3,3]]	[[128,128,3,3]]
conv3_1_3x3	Conv	conv3_1_1x1_reduce/relu;conv3_1_3x3_weight	conv3_1_3x3	[[1,128,100,100],[128,128,3,3]]	[[1,128,100,100]]
conv3_1_3x3/bn_gamma	ConstantInput			[[128]]	[[128]]
conv3_1_3x3/bn_beta	ConstantInput			[[128]]	[[128]]
conv3_1_3x3/bn_moving_mean	ConstantInput			[[128]]	[[128]]
conv3_1_3x3/bn_moving_var	ConstantInput			[[128]]	[[128]]
conv3_1_3x3/bn	BatchNorm	conv3_1_3x3;conv3_1_3x3/bn_gamma;conv3_1_3x3/bn_beta;conv3_1_3x3/bn_moving_mean;conv3_1_3x3/bn_moving_var	conv3_1_3x3/bn	[[1,128,100,100],[128],[128],[128],[128]]	[[1,128,100,100],[128],[128],[128],[128]]
conv3_1_3x3/relu	Relu	conv3_1_3x3/bn	conv3_1_3x3/relu	[[1,128,100,100]]	[[1,128,100,100]]
conv3_1_1x1_increase_weight	ConstantInput			[[512,128,1,1]]	[[512,128,1,1]]
conv3_1_1x1_increase	Conv	conv3_1_3x3/relu;conv3_1_1x1_increase_weight	conv3_1_1x1_increase	[[1,128,100,100],[512,128,1,1]]	[[1,512,100,100]]
conv3_1_1x1_increase/bn_gamma	ConstantInput			[[512]]	[[512]]
conv3_1_1x1_increase/bn_beta	ConstantInput			[[512]]	[[512]]
conv3_1_1x1_increase/bn_moving_mean	ConstantInput			[[512]]	[[512]]
conv3_1_1x1_increase/bn_moving_var	ConstantInput			[[512]]	[[512]]
conv3_1_1x1_increase/bn	BatchNorm	conv3_1_1x1_increase;conv3_1_1x1_increase/bn_gamma;conv3_1_1x1_increase/bn_beta;conv3_1_1x1_increase/bn_moving_mean;conv3_1_1x1_increase/bn_moving_var	conv3_1_1x1_increase/bn	[[1,512,100,100],[512],[512],[512],[512]]	[[1,512,100,100],[512],[512],[512],[512]]
conv3_1_1x1_proj_weight	ConstantInput			[[512,256,1,1]]	[[512,256,1,1]]
conv3_1_1x1_proj	Conv	conv2_3_relu;conv3_1_1x1_proj_weight	conv3_1_1x1_proj	[[1,256,199,199],[512,256,1,1]]	[[1,512,100,100]]
conv3_1_1x1_proj/bn_gamma	ConstantInput			[[512]]	[[512]]
conv3_1_1x1_proj/bn_beta	ConstantInput			[[512]]	[[512]]
conv3_1_1x1_proj/bn_moving_mean	ConstantInput			[[512]]	[[512]]
conv3_1_1x1_proj/bn_moving_var	ConstantInput			[[512]]	[[512]]
conv3_1_1x1_proj/bn	BatchNorm	conv3_1_1x1_proj;conv3_1_1x1_proj/bn_gamma;conv3_1_1x1_proj/bn_beta;conv3_1_1x1_proj/bn_moving_mean;conv3_1_1x1_proj/bn_moving_var	conv3_1_1x1_proj/bn	[[1,512,100,100],[512],[512],[512],[512]]	[[1,512,100,100],[512],[512],[512],[512]]
conv3_1	ElementWise	conv3_1_1x1_increase/bn;conv3_1_1x1_proj/bn	conv3_1	[[1,512,100,100],[1,512,100,100]]	[[1,512,100,100]]
conv3_1_relu	Relu	conv3_1	conv3_1_relu	[[1,512,100,100]]	[[1,512,100,100]]
conv3_2_1x1_reduce_weight	ConstantInput			[[128,512,1,1]]	[[128,512,1,1]]
conv3_2_1x1_reduce	Conv	conv3_1_relu;conv3_2_1x1_reduce_weight	conv3_2_1x1_reduce	[[1,512,100,100],[128,512,1,1]]	[[1,128,100,100]]
conv3_2_1x1_reduce/bn_gamma	ConstantInput			[[128]]	[[128]]
conv3_2_1x1_reduce/bn_beta	ConstantInput			[[128]]	[[128]]
conv3_2_1x1_reduce/bn_moving_mean	ConstantInput			[[128]]	[[128]]
conv3_2_1x1_reduce/bn_moving_var	ConstantInput			[[128]]	[[128]]
conv3_2_1x1_reduce/bn	BatchNorm	conv3_2_1x1_reduce;conv3_2_1x1_reduce/bn_gamma;conv3_2_1x1_reduce/bn_beta;conv3_2_1x1_reduce/bn_moving_mean;conv3_2_1x1_reduce/bn_moving_var	conv3_2_1x1_reduce/bn	[[1,128,100,100],[128],[128],[128],[128]]	[[1,128,100,100],[128],[128],[128],[128]]
conv3_2_1x1_reduce/relu	Relu	conv3_2_1x1_reduce/bn	conv3_2_1x1_reduce/relu	[[1,128,100,100]]	[[1,128,100,100]]
conv3_2_3x3_weight	ConstantInput			[[128,128,3,3]]	[[128,128,3,3]]
conv3_2_3x3	Conv	conv3_2_1x1_reduce/relu;conv3_2_3x3_weight	conv3_2_3x3	[[1,128,100,100],[128,128,3,3]]	[[1,128,100,100]]
conv3_2_3x3/bn_gamma	ConstantInput			[[128]]	[[128]]
conv3_2_3x3/bn_beta	ConstantInput			[[128]]	[[128]]
conv3_2_3x3/bn_moving_mean	ConstantInput			[[128]]	[[128]]
conv3_2_3x3/bn_moving_var	ConstantInput			[[128]]	[[128]]
conv3_2_3x3/bn	BatchNorm	conv3_2_3x3;conv3_2_3x3/bn_gamma;conv3_2_3x3/bn_beta;conv3_2_3x3/bn_moving_mean;conv3_2_3x3/bn_moving_var	conv3_2_3x3/bn	[[1,128,100,100],[128],[128],[128],[128]]	[[1,128,100,100],[128],[128],[128],[128]]
conv3_2_3x3/relu	Relu	conv3_2_3x3/bn	conv3_2_3x3/relu	[[1,128,100,100]]	[[1,128,100,100]]
conv3_2_1x1_increase_weight	ConstantInput			[[512,128,1,1]]	[[512,128,1,1]]
conv3_2_1x1_increase	Conv	conv3_2_3x3/relu;conv3_2_1x1_increase_weight	conv3_2_1x1_increase	[[1,128,100,100],[512,128,1,1]]	[[1,512,100,100]]
conv3_2_1x1_increase/bn_gamma	ConstantInput			[[512]]	[[512]]
conv3_2_1x1_increase/bn_beta	ConstantInput			[[512]]	[[512]]
conv3_2_1x1_increase/bn_moving_mean	ConstantInput			[[512]]	[[512]]
conv3_2_1x1_increase/bn_moving_var	ConstantInput			[[512]]	[[512]]
conv3_2_1x1_increase/bn	BatchNorm	conv3_2_1x1_increase;conv3_2_1x1_increase/bn_gamma;conv3_2_1x1_increase/bn_beta;conv3_2_1x1_increase/bn_moving_mean;conv3_2_1x1_increase/bn_moving_var	conv3_2_1x1_increase/bn	[[1,512,100,100],[512],[512],[512],[512]]	[[1,512,100,100],[512],[512],[512],[512]]
conv3_2	ElementWise	conv3_1_relu;conv3_2_1x1_increase/bn	conv3_2	[[1,512,100,100],[1,512,100,100]]	[[1,512,100,100]]
conv3_2_relu	Relu	conv3_2	conv3_2_relu	[[1,512,100,100]]	[[1,512,100,100]]
conv3_3_1x1_reduce_weight	ConstantInput			[[128,512,1,1]]	[[128,512,1,1]]
conv3_3_1x1_reduce	Conv	conv3_2_relu;conv3_3_1x1_reduce_weight	conv3_3_1x1_reduce	[[1,512,100,100],[128,512,1,1]]	[[1,128,100,100]]
conv3_3_1x1_reduce/bn_gamma	ConstantInput			[[128]]	[[128]]
conv3_3_1x1_reduce/bn_beta	ConstantInput			[[128]]	[[128]]
conv3_3_1x1_reduce/bn_moving_mean	ConstantInput			[[128]]	[[128]]
conv3_3_1x1_reduce/bn_moving_var	ConstantInput			[[128]]	[[128]]
conv3_3_1x1_reduce/bn	BatchNorm	conv3_3_1x1_reduce;conv3_3_1x1_reduce/bn_gamma;conv3_3_1x1_reduce/bn_beta;conv3_3_1x1_reduce/bn_moving_mean;conv3_3_1x1_reduce/bn_moving_var	conv3_3_1x1_reduce/bn	[[1,128,100,100],[128],[128],[128],[128]]	[[1,128,100,100],[128],[128],[128],[128]]
conv3_3_1x1_reduce/relu	Relu	conv3_3_1x1_reduce/bn	conv3_3_1x1_reduce/relu	[[1,128,100,100]]	[[1,128,100,100]]
conv3_3_3x3_weight	ConstantInput			[[128,128,3,3]]	[[128,128,3,3]]
conv3_3_3x3	Conv	conv3_3_1x1_reduce/relu;conv3_3_3x3_weight	conv3_3_3x3	[[1,128,100,100],[128,128,3,3]]	[[1,128,100,100]]
conv3_3_3x3/bn_gamma	ConstantInput			[[128]]	[[128]]
conv3_3_3x3/bn_beta	ConstantInput			[[128]]	[[128]]
conv3_3_3x3/bn_moving_mean	ConstantInput			[[128]]	[[128]]
conv3_3_3x3/bn_moving_var	ConstantInput			[[128]]	[[128]]
conv3_3_3x3/bn	BatchNorm	conv3_3_3x3;conv3_3_3x3/bn_gamma;conv3_3_3x3/bn_beta;conv3_3_3x3/bn_moving_mean;conv3_3_3x3/bn_moving_var	conv3_3_3x3/bn	[[1,128,100,100],[128],[128],[128],[128]]	[[1,128,100,100],[128],[128],[128],[128]]
conv3_3_3x3/relu	Relu	conv3_3_3x3/bn	conv3_3_3x3/relu	[[1,128,100,100]]	[[1,128,100,100]]
conv3_3_1x1_increase_weight	ConstantInput			[[512,128,1,1]]	[[512,128,1,1]]
conv3_3_1x1_increase	Conv	conv3_3_3x3/relu;conv3_3_1x1_increase_weight	conv3_3_1x1_increase	[[1,128,100,100],[512,128,1,1]]	[[1,512,100,100]]
conv3_3_1x1_increase/bn_gamma	ConstantInput			[[512]]	[[512]]
conv3_3_1x1_increase/bn_beta	ConstantInput			[[512]]	[[512]]
conv3_3_1x1_increase/bn_moving_mean	ConstantInput			[[512]]	[[512]]
conv3_3_1x1_increase/bn_moving_var	ConstantInput			[[512]]	[[512]]
conv3_3_1x1_increase/bn	BatchNorm	conv3_3_1x1_increase;conv3_3_1x1_increase/bn_gamma;conv3_3_1x1_increase/bn_beta;conv3_3_1x1_increase/bn_moving_mean;conv3_3_1x1_increase/bn_moving_var	conv3_3_1x1_increase/bn	[[1,512,100,100],[512],[512],[512],[512]]	[[1,512,100,100],[512],[512],[512],[512]]
conv3_3	ElementWise	conv3_2_relu;conv3_3_1x1_increase/bn	conv3_3	[[1,512,100,100],[1,512,100,100]]	[[1,512,100,100]]
conv3_3_relu	Relu	conv3_3	conv3_3_relu	[[1,512,100,100]]	[[1,512,100,100]]
conv3_4_1x1_reduce_weight	ConstantInput			[[128,512,1,1]]	[[128,512,1,1]]
conv3_4_1x1_reduce	Conv	conv3_3_relu;conv3_4_1x1_reduce_weight	conv3_4_1x1_reduce	[[1,512,100,100],[128,512,1,1]]	[[1,128,100,100]]
conv3_4_1x1_reduce/bn_gamma	ConstantInput			[[128]]	[[128]]
conv3_4_1x1_reduce/bn_beta	ConstantInput			[[128]]	[[128]]
conv3_4_1x1_reduce/bn_moving_mean	ConstantInput			[[128]]	[[128]]
conv3_4_1x1_reduce/bn_moving_var	ConstantInput			[[128]]	[[128]]
conv3_4_1x1_reduce/bn	BatchNorm	conv3_4_1x1_reduce;conv3_4_1x1_reduce/bn_gamma;conv3_4_1x1_reduce/bn_beta;conv3_4_1x1_reduce/bn_moving_mean;conv3_4_1x1_reduce/bn_moving_var	conv3_4_1x1_reduce/bn	[[1,128,100,100],[128],[128],[128],[128]]	[[1,128,100,100],[128],[128],[128],[128]]
conv3_4_1x1_reduce/relu	Relu	conv3_4_1x1_reduce/bn	conv3_4_1x1_reduce/relu	[[1,128,100,100]]	[[1,128,100,100]]
conv3_4_3x3_weight	ConstantInput			[[128,128,3,3]]	[[128,128,3,3]]
conv3_4_3x3	Conv	conv3_4_1x1_reduce/relu;conv3_4_3x3_weight	conv3_4_3x3	[[1,128,100,100],[128,128,3,3]]	[[1,128,100,100]]
conv3_4_3x3/bn_gamma	ConstantInput			[[128]]	[[128]]
conv3_4_3x3/bn_beta	ConstantInput			[[128]]	[[128]]
conv3_4_3x3/bn_moving_mean	ConstantInput			[[128]]	[[128]]
conv3_4_3x3/bn_moving_var	ConstantInput			[[128]]	[[128]]
conv3_4_3x3/bn	BatchNorm	conv3_4_3x3;conv3_4_3x3/bn_gamma;conv3_4_3x3/bn_beta;conv3_4_3x3/bn_moving_mean;conv3_4_3x3/bn_moving_var	conv3_4_3x3/bn	[[1,128,100,100],[128],[128],[128],[128]]	[[1,128,100,100],[128],[128],[128],[128]]
conv3_4_3x3/relu	Relu	conv3_4_3x3/bn	conv3_4_3x3/relu	[[1,128,100,100]]	[[1,128,100,100]]
conv3_4_1x1_increase_weight	ConstantInput			[[512,128,1,1]]	[[512,128,1,1]]
conv3_4_1x1_increase	Conv	conv3_4_3x3/relu;conv3_4_1x1_increase_weight	conv3_4_1x1_increase	[[1,128,100,100],[512,128,1,1]]	[[1,512,100,100]]
conv3_4_1x1_increase/bn_gamma	ConstantInput			[[512]]	[[512]]
conv3_4_1x1_increase/bn_beta	ConstantInput			[[512]]	[[512]]
conv3_4_1x1_increase/bn_moving_mean	ConstantInput			[[512]]	[[512]]
conv3_4_1x1_increase/bn_moving_var	ConstantInput			[[512]]	[[512]]
conv3_4_1x1_increase/bn	BatchNorm	conv3_4_1x1_increase;conv3_4_1x1_increase/bn_gamma;conv3_4_1x1_increase/bn_beta;conv3_4_1x1_increase/bn_moving_mean;conv3_4_1x1_increase/bn_moving_var	conv3_4_1x1_increase/bn	[[1,512,100,100],[512],[512],[512],[512]]	[[1,512,100,100],[512],[512],[512],[512]]
conv3_4	ElementWise	conv3_3_relu;conv3_4_1x1_increase/bn	conv3_4	[[1,512,100,100],[1,512,100,100]]	[[1,512,100,100]]
conv3_4_relu	Relu	conv3_4	conv3_4_relu	[[1,512,100,100]]	[[1,512,100,100]]
conv4_1_1x1_reduce_weight	ConstantInput			[[256,512,1,1]]	[[256,512,1,1]]
conv4_1_1x1_reduce	Conv	conv3_4_relu;conv4_1_1x1_reduce_weight	conv4_1_1x1_reduce	[[1,512,100,100],[256,512,1,1]]	[[1,256,100,100]]
conv4_1_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_1_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_1_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_1_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_1_1x1_reduce/bn	BatchNorm	conv4_1_1x1_reduce;conv4_1_1x1_reduce/bn_gamma;conv4_1_1x1_reduce/bn_beta;conv4_1_1x1_reduce/bn_moving_mean;conv4_1_1x1_reduce/bn_moving_var	conv4_1_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_1_1x1_reduce/relu	Relu	conv4_1_1x1_reduce/bn	conv4_1_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_1_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_1_3x3	Conv	conv4_1_1x1_reduce/relu;conv4_1_3x3_weight	conv4_1_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_1_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_1_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_1_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_1_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_1_3x3/bn	BatchNorm	conv4_1_3x3;conv4_1_3x3/bn_gamma;conv4_1_3x3/bn_beta;conv4_1_3x3/bn_moving_mean;conv4_1_3x3/bn_moving_var	conv4_1_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_1_3x3/relu	Relu	conv4_1_3x3/bn	conv4_1_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_1_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_1_1x1_increase	Conv	conv4_1_3x3/relu;conv4_1_1x1_increase_weight	conv4_1_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_1_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_1_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_1_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_1_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_1_1x1_increase/bn	BatchNorm	conv4_1_1x1_increase;conv4_1_1x1_increase/bn_gamma;conv4_1_1x1_increase/bn_beta;conv4_1_1x1_increase/bn_moving_mean;conv4_1_1x1_increase/bn_moving_var	conv4_1_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_1_1x1_proj_weight	ConstantInput			[[1024,512,1,1]]	[[1024,512,1,1]]
conv4_1_1x1_proj	Conv	conv3_4_relu;conv4_1_1x1_proj_weight	conv4_1_1x1_proj	[[1,512,100,100],[1024,512,1,1]]	[[1,1024,100,100]]
conv4_1_1x1_proj/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_1_1x1_proj/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_1_1x1_proj/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_1_1x1_proj/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_1_1x1_proj/bn	BatchNorm	conv4_1_1x1_proj;conv4_1_1x1_proj/bn_gamma;conv4_1_1x1_proj/bn_beta;conv4_1_1x1_proj/bn_moving_mean;conv4_1_1x1_proj/bn_moving_var	conv4_1_1x1_proj/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_1	ElementWise	conv4_1_1x1_increase/bn;conv4_1_1x1_proj/bn	conv4_1	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_1_relu	Relu	conv4_1	conv4_1_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_2_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_2_1x1_reduce	Conv	conv4_1_relu;conv4_2_1x1_reduce_weight	conv4_2_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_2_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_2_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_2_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_2_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_2_1x1_reduce/bn	BatchNorm	conv4_2_1x1_reduce;conv4_2_1x1_reduce/bn_gamma;conv4_2_1x1_reduce/bn_beta;conv4_2_1x1_reduce/bn_moving_mean;conv4_2_1x1_reduce/bn_moving_var	conv4_2_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_2_1x1_reduce/relu	Relu	conv4_2_1x1_reduce/bn	conv4_2_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_2_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_2_3x3	Conv	conv4_2_1x1_reduce/relu;conv4_2_3x3_weight	conv4_2_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_2_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_2_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_2_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_2_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_2_3x3/bn	BatchNorm	conv4_2_3x3;conv4_2_3x3/bn_gamma;conv4_2_3x3/bn_beta;conv4_2_3x3/bn_moving_mean;conv4_2_3x3/bn_moving_var	conv4_2_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_2_3x3/relu	Relu	conv4_2_3x3/bn	conv4_2_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_2_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_2_1x1_increase	Conv	conv4_2_3x3/relu;conv4_2_1x1_increase_weight	conv4_2_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_2_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_2_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_2_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_2_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_2_1x1_increase/bn	BatchNorm	conv4_2_1x1_increase;conv4_2_1x1_increase/bn_gamma;conv4_2_1x1_increase/bn_beta;conv4_2_1x1_increase/bn_moving_mean;conv4_2_1x1_increase/bn_moving_var	conv4_2_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_2	ElementWise	conv4_1_relu;conv4_2_1x1_increase/bn	conv4_2	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_2_relu	Relu	conv4_2	conv4_2_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_3_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_3_1x1_reduce	Conv	conv4_2_relu;conv4_3_1x1_reduce_weight	conv4_3_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_3_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_3_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_3_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_3_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_3_1x1_reduce/bn	BatchNorm	conv4_3_1x1_reduce;conv4_3_1x1_reduce/bn_gamma;conv4_3_1x1_reduce/bn_beta;conv4_3_1x1_reduce/bn_moving_mean;conv4_3_1x1_reduce/bn_moving_var	conv4_3_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_3_1x1_reduce/relu	Relu	conv4_3_1x1_reduce/bn	conv4_3_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_3_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_3_3x3	Conv	conv4_3_1x1_reduce/relu;conv4_3_3x3_weight	conv4_3_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_3_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_3_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_3_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_3_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_3_3x3/bn	BatchNorm	conv4_3_3x3;conv4_3_3x3/bn_gamma;conv4_3_3x3/bn_beta;conv4_3_3x3/bn_moving_mean;conv4_3_3x3/bn_moving_var	conv4_3_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_3_3x3/relu	Relu	conv4_3_3x3/bn	conv4_3_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_3_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_3_1x1_increase	Conv	conv4_3_3x3/relu;conv4_3_1x1_increase_weight	conv4_3_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_3_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_3_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_3_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_3_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_3_1x1_increase/bn	BatchNorm	conv4_3_1x1_increase;conv4_3_1x1_increase/bn_gamma;conv4_3_1x1_increase/bn_beta;conv4_3_1x1_increase/bn_moving_mean;conv4_3_1x1_increase/bn_moving_var	conv4_3_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_3	ElementWise	conv4_2_relu;conv4_3_1x1_increase/bn	conv4_3	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_3_relu	Relu	conv4_3	conv4_3_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_4_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_4_1x1_reduce	Conv	conv4_3_relu;conv4_4_1x1_reduce_weight	conv4_4_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_4_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_4_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_4_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_4_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_4_1x1_reduce/bn	BatchNorm	conv4_4_1x1_reduce;conv4_4_1x1_reduce/bn_gamma;conv4_4_1x1_reduce/bn_beta;conv4_4_1x1_reduce/bn_moving_mean;conv4_4_1x1_reduce/bn_moving_var	conv4_4_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_4_1x1_reduce/relu	Relu	conv4_4_1x1_reduce/bn	conv4_4_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_4_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_4_3x3	Conv	conv4_4_1x1_reduce/relu;conv4_4_3x3_weight	conv4_4_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_4_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_4_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_4_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_4_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_4_3x3/bn	BatchNorm	conv4_4_3x3;conv4_4_3x3/bn_gamma;conv4_4_3x3/bn_beta;conv4_4_3x3/bn_moving_mean;conv4_4_3x3/bn_moving_var	conv4_4_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_4_3x3/relu	Relu	conv4_4_3x3/bn	conv4_4_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_4_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_4_1x1_increase	Conv	conv4_4_3x3/relu;conv4_4_1x1_increase_weight	conv4_4_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_4_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_4_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_4_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_4_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_4_1x1_increase/bn	BatchNorm	conv4_4_1x1_increase;conv4_4_1x1_increase/bn_gamma;conv4_4_1x1_increase/bn_beta;conv4_4_1x1_increase/bn_moving_mean;conv4_4_1x1_increase/bn_moving_var	conv4_4_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_4	ElementWise	conv4_3_relu;conv4_4_1x1_increase/bn	conv4_4	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_4_relu	Relu	conv4_4	conv4_4_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_5_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_5_1x1_reduce	Conv	conv4_4_relu;conv4_5_1x1_reduce_weight	conv4_5_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_5_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_5_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_5_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_5_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_5_1x1_reduce/bn	BatchNorm	conv4_5_1x1_reduce;conv4_5_1x1_reduce/bn_gamma;conv4_5_1x1_reduce/bn_beta;conv4_5_1x1_reduce/bn_moving_mean;conv4_5_1x1_reduce/bn_moving_var	conv4_5_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_5_1x1_reduce/relu	Relu	conv4_5_1x1_reduce/bn	conv4_5_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_5_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_5_3x3	Conv	conv4_5_1x1_reduce/relu;conv4_5_3x3_weight	conv4_5_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_5_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_5_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_5_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_5_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_5_3x3/bn	BatchNorm	conv4_5_3x3;conv4_5_3x3/bn_gamma;conv4_5_3x3/bn_beta;conv4_5_3x3/bn_moving_mean;conv4_5_3x3/bn_moving_var	conv4_5_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_5_3x3/relu	Relu	conv4_5_3x3/bn	conv4_5_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_5_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_5_1x1_increase	Conv	conv4_5_3x3/relu;conv4_5_1x1_increase_weight	conv4_5_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_5_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_5_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_5_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_5_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_5_1x1_increase/bn	BatchNorm	conv4_5_1x1_increase;conv4_5_1x1_increase/bn_gamma;conv4_5_1x1_increase/bn_beta;conv4_5_1x1_increase/bn_moving_mean;conv4_5_1x1_increase/bn_moving_var	conv4_5_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_5	ElementWise	conv4_4_relu;conv4_5_1x1_increase/bn	conv4_5	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_5_relu	Relu	conv4_5	conv4_5_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_6_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_6_1x1_reduce	Conv	conv4_5_relu;conv4_6_1x1_reduce_weight	conv4_6_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_6_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_6_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_6_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_6_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_6_1x1_reduce/bn	BatchNorm	conv4_6_1x1_reduce;conv4_6_1x1_reduce/bn_gamma;conv4_6_1x1_reduce/bn_beta;conv4_6_1x1_reduce/bn_moving_mean;conv4_6_1x1_reduce/bn_moving_var	conv4_6_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_6_1x1_reduce/relu	Relu	conv4_6_1x1_reduce/bn	conv4_6_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_6_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_6_3x3	Conv	conv4_6_1x1_reduce/relu;conv4_6_3x3_weight	conv4_6_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_6_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_6_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_6_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_6_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_6_3x3/bn	BatchNorm	conv4_6_3x3;conv4_6_3x3/bn_gamma;conv4_6_3x3/bn_beta;conv4_6_3x3/bn_moving_mean;conv4_6_3x3/bn_moving_var	conv4_6_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_6_3x3/relu	Relu	conv4_6_3x3/bn	conv4_6_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_6_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_6_1x1_increase	Conv	conv4_6_3x3/relu;conv4_6_1x1_increase_weight	conv4_6_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_6_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_6_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_6_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_6_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_6_1x1_increase/bn	BatchNorm	conv4_6_1x1_increase;conv4_6_1x1_increase/bn_gamma;conv4_6_1x1_increase/bn_beta;conv4_6_1x1_increase/bn_moving_mean;conv4_6_1x1_increase/bn_moving_var	conv4_6_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_6	ElementWise	conv4_5_relu;conv4_6_1x1_increase/bn	conv4_6	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_6_relu	Relu	conv4_6	conv4_6_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_7_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_7_1x1_reduce	Conv	conv4_6_relu;conv4_7_1x1_reduce_weight	conv4_7_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_7_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_7_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_7_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_7_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_7_1x1_reduce/bn	BatchNorm	conv4_7_1x1_reduce;conv4_7_1x1_reduce/bn_gamma;conv4_7_1x1_reduce/bn_beta;conv4_7_1x1_reduce/bn_moving_mean;conv4_7_1x1_reduce/bn_moving_var	conv4_7_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_7_1x1_reduce/relu	Relu	conv4_7_1x1_reduce/bn	conv4_7_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_7_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_7_3x3	Conv	conv4_7_1x1_reduce/relu;conv4_7_3x3_weight	conv4_7_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_7_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_7_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_7_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_7_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_7_3x3/bn	BatchNorm	conv4_7_3x3;conv4_7_3x3/bn_gamma;conv4_7_3x3/bn_beta;conv4_7_3x3/bn_moving_mean;conv4_7_3x3/bn_moving_var	conv4_7_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_7_3x3/relu	Relu	conv4_7_3x3/bn	conv4_7_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_7_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_7_1x1_increase	Conv	conv4_7_3x3/relu;conv4_7_1x1_increase_weight	conv4_7_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_7_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_7_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_7_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_7_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_7_1x1_increase/bn	BatchNorm	conv4_7_1x1_increase;conv4_7_1x1_increase/bn_gamma;conv4_7_1x1_increase/bn_beta;conv4_7_1x1_increase/bn_moving_mean;conv4_7_1x1_increase/bn_moving_var	conv4_7_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_7	ElementWise	conv4_6_relu;conv4_7_1x1_increase/bn	conv4_7	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_7_relu	Relu	conv4_7	conv4_7_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_8_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_8_1x1_reduce	Conv	conv4_7_relu;conv4_8_1x1_reduce_weight	conv4_8_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_8_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_8_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_8_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_8_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_8_1x1_reduce/bn	BatchNorm	conv4_8_1x1_reduce;conv4_8_1x1_reduce/bn_gamma;conv4_8_1x1_reduce/bn_beta;conv4_8_1x1_reduce/bn_moving_mean;conv4_8_1x1_reduce/bn_moving_var	conv4_8_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_8_1x1_reduce/relu	Relu	conv4_8_1x1_reduce/bn	conv4_8_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_8_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_8_3x3	Conv	conv4_8_1x1_reduce/relu;conv4_8_3x3_weight	conv4_8_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_8_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_8_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_8_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_8_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_8_3x3/bn	BatchNorm	conv4_8_3x3;conv4_8_3x3/bn_gamma;conv4_8_3x3/bn_beta;conv4_8_3x3/bn_moving_mean;conv4_8_3x3/bn_moving_var	conv4_8_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_8_3x3/relu	Relu	conv4_8_3x3/bn	conv4_8_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_8_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_8_1x1_increase	Conv	conv4_8_3x3/relu;conv4_8_1x1_increase_weight	conv4_8_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_8_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_8_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_8_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_8_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_8_1x1_increase/bn	BatchNorm	conv4_8_1x1_increase;conv4_8_1x1_increase/bn_gamma;conv4_8_1x1_increase/bn_beta;conv4_8_1x1_increase/bn_moving_mean;conv4_8_1x1_increase/bn_moving_var	conv4_8_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_8	ElementWise	conv4_7_relu;conv4_8_1x1_increase/bn	conv4_8	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_8_relu	Relu	conv4_8	conv4_8_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_9_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_9_1x1_reduce	Conv	conv4_8_relu;conv4_9_1x1_reduce_weight	conv4_9_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_9_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_9_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_9_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_9_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_9_1x1_reduce/bn	BatchNorm	conv4_9_1x1_reduce;conv4_9_1x1_reduce/bn_gamma;conv4_9_1x1_reduce/bn_beta;conv4_9_1x1_reduce/bn_moving_mean;conv4_9_1x1_reduce/bn_moving_var	conv4_9_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_9_1x1_reduce/relu	Relu	conv4_9_1x1_reduce/bn	conv4_9_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_9_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_9_3x3	Conv	conv4_9_1x1_reduce/relu;conv4_9_3x3_weight	conv4_9_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_9_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_9_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_9_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_9_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_9_3x3/bn	BatchNorm	conv4_9_3x3;conv4_9_3x3/bn_gamma;conv4_9_3x3/bn_beta;conv4_9_3x3/bn_moving_mean;conv4_9_3x3/bn_moving_var	conv4_9_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_9_3x3/relu	Relu	conv4_9_3x3/bn	conv4_9_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_9_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_9_1x1_increase	Conv	conv4_9_3x3/relu;conv4_9_1x1_increase_weight	conv4_9_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_9_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_9_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_9_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_9_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_9_1x1_increase/bn	BatchNorm	conv4_9_1x1_increase;conv4_9_1x1_increase/bn_gamma;conv4_9_1x1_increase/bn_beta;conv4_9_1x1_increase/bn_moving_mean;conv4_9_1x1_increase/bn_moving_var	conv4_9_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_9	ElementWise	conv4_8_relu;conv4_9_1x1_increase/bn	conv4_9	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_9_relu	Relu	conv4_9	conv4_9_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_10_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_10_1x1_reduce	Conv	conv4_9_relu;conv4_10_1x1_reduce_weight	conv4_10_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_10_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_10_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_10_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_10_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_10_1x1_reduce/bn	BatchNorm	conv4_10_1x1_reduce;conv4_10_1x1_reduce/bn_gamma;conv4_10_1x1_reduce/bn_beta;conv4_10_1x1_reduce/bn_moving_mean;conv4_10_1x1_reduce/bn_moving_var	conv4_10_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_10_1x1_reduce/relu	Relu	conv4_10_1x1_reduce/bn	conv4_10_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_10_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_10_3x3	Conv	conv4_10_1x1_reduce/relu;conv4_10_3x3_weight	conv4_10_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_10_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_10_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_10_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_10_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_10_3x3/bn	BatchNorm	conv4_10_3x3;conv4_10_3x3/bn_gamma;conv4_10_3x3/bn_beta;conv4_10_3x3/bn_moving_mean;conv4_10_3x3/bn_moving_var	conv4_10_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_10_3x3/relu	Relu	conv4_10_3x3/bn	conv4_10_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_10_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_10_1x1_increase	Conv	conv4_10_3x3/relu;conv4_10_1x1_increase_weight	conv4_10_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_10_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_10_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_10_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_10_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_10_1x1_increase/bn	BatchNorm	conv4_10_1x1_increase;conv4_10_1x1_increase/bn_gamma;conv4_10_1x1_increase/bn_beta;conv4_10_1x1_increase/bn_moving_mean;conv4_10_1x1_increase/bn_moving_var	conv4_10_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_10	ElementWise	conv4_9_relu;conv4_10_1x1_increase/bn	conv4_10	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_10_relu	Relu	conv4_10	conv4_10_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_11_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_11_1x1_reduce	Conv	conv4_10_relu;conv4_11_1x1_reduce_weight	conv4_11_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_11_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_11_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_11_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_11_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_11_1x1_reduce/bn	BatchNorm	conv4_11_1x1_reduce;conv4_11_1x1_reduce/bn_gamma;conv4_11_1x1_reduce/bn_beta;conv4_11_1x1_reduce/bn_moving_mean;conv4_11_1x1_reduce/bn_moving_var	conv4_11_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_11_1x1_reduce/relu	Relu	conv4_11_1x1_reduce/bn	conv4_11_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_11_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_11_3x3	Conv	conv4_11_1x1_reduce/relu;conv4_11_3x3_weight	conv4_11_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_11_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_11_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_11_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_11_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_11_3x3/bn	BatchNorm	conv4_11_3x3;conv4_11_3x3/bn_gamma;conv4_11_3x3/bn_beta;conv4_11_3x3/bn_moving_mean;conv4_11_3x3/bn_moving_var	conv4_11_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_11_3x3/relu	Relu	conv4_11_3x3/bn	conv4_11_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_11_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_11_1x1_increase	Conv	conv4_11_3x3/relu;conv4_11_1x1_increase_weight	conv4_11_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_11_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_11_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_11_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_11_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_11_1x1_increase/bn	BatchNorm	conv4_11_1x1_increase;conv4_11_1x1_increase/bn_gamma;conv4_11_1x1_increase/bn_beta;conv4_11_1x1_increase/bn_moving_mean;conv4_11_1x1_increase/bn_moving_var	conv4_11_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_11	ElementWise	conv4_10_relu;conv4_11_1x1_increase/bn	conv4_11	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_11_relu	Relu	conv4_11	conv4_11_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_12_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_12_1x1_reduce	Conv	conv4_11_relu;conv4_12_1x1_reduce_weight	conv4_12_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_12_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_12_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_12_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_12_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_12_1x1_reduce/bn	BatchNorm	conv4_12_1x1_reduce;conv4_12_1x1_reduce/bn_gamma;conv4_12_1x1_reduce/bn_beta;conv4_12_1x1_reduce/bn_moving_mean;conv4_12_1x1_reduce/bn_moving_var	conv4_12_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_12_1x1_reduce/relu	Relu	conv4_12_1x1_reduce/bn	conv4_12_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_12_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_12_3x3	Conv	conv4_12_1x1_reduce/relu;conv4_12_3x3_weight	conv4_12_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_12_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_12_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_12_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_12_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_12_3x3/bn	BatchNorm	conv4_12_3x3;conv4_12_3x3/bn_gamma;conv4_12_3x3/bn_beta;conv4_12_3x3/bn_moving_mean;conv4_12_3x3/bn_moving_var	conv4_12_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_12_3x3/relu	Relu	conv4_12_3x3/bn	conv4_12_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_12_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_12_1x1_increase	Conv	conv4_12_3x3/relu;conv4_12_1x1_increase_weight	conv4_12_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_12_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_12_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_12_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_12_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_12_1x1_increase/bn	BatchNorm	conv4_12_1x1_increase;conv4_12_1x1_increase/bn_gamma;conv4_12_1x1_increase/bn_beta;conv4_12_1x1_increase/bn_moving_mean;conv4_12_1x1_increase/bn_moving_var	conv4_12_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_12	ElementWise	conv4_11_relu;conv4_12_1x1_increase/bn	conv4_12	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_12_relu	Relu	conv4_12	conv4_12_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_13_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_13_1x1_reduce	Conv	conv4_12_relu;conv4_13_1x1_reduce_weight	conv4_13_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_13_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_13_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_13_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_13_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_13_1x1_reduce/bn	BatchNorm	conv4_13_1x1_reduce;conv4_13_1x1_reduce/bn_gamma;conv4_13_1x1_reduce/bn_beta;conv4_13_1x1_reduce/bn_moving_mean;conv4_13_1x1_reduce/bn_moving_var	conv4_13_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_13_1x1_reduce/relu	Relu	conv4_13_1x1_reduce/bn	conv4_13_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_13_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_13_3x3	Conv	conv4_13_1x1_reduce/relu;conv4_13_3x3_weight	conv4_13_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_13_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_13_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_13_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_13_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_13_3x3/bn	BatchNorm	conv4_13_3x3;conv4_13_3x3/bn_gamma;conv4_13_3x3/bn_beta;conv4_13_3x3/bn_moving_mean;conv4_13_3x3/bn_moving_var	conv4_13_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_13_3x3/relu	Relu	conv4_13_3x3/bn	conv4_13_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_13_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_13_1x1_increase	Conv	conv4_13_3x3/relu;conv4_13_1x1_increase_weight	conv4_13_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_13_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_13_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_13_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_13_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_13_1x1_increase/bn	BatchNorm	conv4_13_1x1_increase;conv4_13_1x1_increase/bn_gamma;conv4_13_1x1_increase/bn_beta;conv4_13_1x1_increase/bn_moving_mean;conv4_13_1x1_increase/bn_moving_var	conv4_13_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_13	ElementWise	conv4_12_relu;conv4_13_1x1_increase/bn	conv4_13	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_13_relu	Relu	conv4_13	conv4_13_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_14_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_14_1x1_reduce	Conv	conv4_13_relu;conv4_14_1x1_reduce_weight	conv4_14_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_14_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_14_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_14_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_14_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_14_1x1_reduce/bn	BatchNorm	conv4_14_1x1_reduce;conv4_14_1x1_reduce/bn_gamma;conv4_14_1x1_reduce/bn_beta;conv4_14_1x1_reduce/bn_moving_mean;conv4_14_1x1_reduce/bn_moving_var	conv4_14_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_14_1x1_reduce/relu	Relu	conv4_14_1x1_reduce/bn	conv4_14_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_14_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_14_3x3	Conv	conv4_14_1x1_reduce/relu;conv4_14_3x3_weight	conv4_14_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_14_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_14_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_14_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_14_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_14_3x3/bn	BatchNorm	conv4_14_3x3;conv4_14_3x3/bn_gamma;conv4_14_3x3/bn_beta;conv4_14_3x3/bn_moving_mean;conv4_14_3x3/bn_moving_var	conv4_14_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_14_3x3/relu	Relu	conv4_14_3x3/bn	conv4_14_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_14_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_14_1x1_increase	Conv	conv4_14_3x3/relu;conv4_14_1x1_increase_weight	conv4_14_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_14_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_14_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_14_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_14_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_14_1x1_increase/bn	BatchNorm	conv4_14_1x1_increase;conv4_14_1x1_increase/bn_gamma;conv4_14_1x1_increase/bn_beta;conv4_14_1x1_increase/bn_moving_mean;conv4_14_1x1_increase/bn_moving_var	conv4_14_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_14	ElementWise	conv4_13_relu;conv4_14_1x1_increase/bn	conv4_14	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_14_relu	Relu	conv4_14	conv4_14_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_15_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_15_1x1_reduce	Conv	conv4_14_relu;conv4_15_1x1_reduce_weight	conv4_15_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_15_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_15_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_15_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_15_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_15_1x1_reduce/bn	BatchNorm	conv4_15_1x1_reduce;conv4_15_1x1_reduce/bn_gamma;conv4_15_1x1_reduce/bn_beta;conv4_15_1x1_reduce/bn_moving_mean;conv4_15_1x1_reduce/bn_moving_var	conv4_15_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_15_1x1_reduce/relu	Relu	conv4_15_1x1_reduce/bn	conv4_15_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_15_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_15_3x3	Conv	conv4_15_1x1_reduce/relu;conv4_15_3x3_weight	conv4_15_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_15_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_15_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_15_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_15_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_15_3x3/bn	BatchNorm	conv4_15_3x3;conv4_15_3x3/bn_gamma;conv4_15_3x3/bn_beta;conv4_15_3x3/bn_moving_mean;conv4_15_3x3/bn_moving_var	conv4_15_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_15_3x3/relu	Relu	conv4_15_3x3/bn	conv4_15_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_15_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_15_1x1_increase	Conv	conv4_15_3x3/relu;conv4_15_1x1_increase_weight	conv4_15_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_15_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_15_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_15_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_15_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_15_1x1_increase/bn	BatchNorm	conv4_15_1x1_increase;conv4_15_1x1_increase/bn_gamma;conv4_15_1x1_increase/bn_beta;conv4_15_1x1_increase/bn_moving_mean;conv4_15_1x1_increase/bn_moving_var	conv4_15_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_15	ElementWise	conv4_14_relu;conv4_15_1x1_increase/bn	conv4_15	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_15_relu	Relu	conv4_15	conv4_15_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_16_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_16_1x1_reduce	Conv	conv4_15_relu;conv4_16_1x1_reduce_weight	conv4_16_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_16_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_16_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_16_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_16_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_16_1x1_reduce/bn	BatchNorm	conv4_16_1x1_reduce;conv4_16_1x1_reduce/bn_gamma;conv4_16_1x1_reduce/bn_beta;conv4_16_1x1_reduce/bn_moving_mean;conv4_16_1x1_reduce/bn_moving_var	conv4_16_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_16_1x1_reduce/relu	Relu	conv4_16_1x1_reduce/bn	conv4_16_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_16_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_16_3x3	Conv	conv4_16_1x1_reduce/relu;conv4_16_3x3_weight	conv4_16_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_16_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_16_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_16_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_16_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_16_3x3/bn	BatchNorm	conv4_16_3x3;conv4_16_3x3/bn_gamma;conv4_16_3x3/bn_beta;conv4_16_3x3/bn_moving_mean;conv4_16_3x3/bn_moving_var	conv4_16_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_16_3x3/relu	Relu	conv4_16_3x3/bn	conv4_16_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_16_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_16_1x1_increase	Conv	conv4_16_3x3/relu;conv4_16_1x1_increase_weight	conv4_16_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_16_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_16_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_16_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_16_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_16_1x1_increase/bn	BatchNorm	conv4_16_1x1_increase;conv4_16_1x1_increase/bn_gamma;conv4_16_1x1_increase/bn_beta;conv4_16_1x1_increase/bn_moving_mean;conv4_16_1x1_increase/bn_moving_var	conv4_16_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_16	ElementWise	conv4_15_relu;conv4_16_1x1_increase/bn	conv4_16	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_16_relu	Relu	conv4_16	conv4_16_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_17_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_17_1x1_reduce	Conv	conv4_16_relu;conv4_17_1x1_reduce_weight	conv4_17_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_17_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_17_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_17_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_17_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_17_1x1_reduce/bn	BatchNorm	conv4_17_1x1_reduce;conv4_17_1x1_reduce/bn_gamma;conv4_17_1x1_reduce/bn_beta;conv4_17_1x1_reduce/bn_moving_mean;conv4_17_1x1_reduce/bn_moving_var	conv4_17_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_17_1x1_reduce/relu	Relu	conv4_17_1x1_reduce/bn	conv4_17_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_17_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_17_3x3	Conv	conv4_17_1x1_reduce/relu;conv4_17_3x3_weight	conv4_17_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_17_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_17_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_17_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_17_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_17_3x3/bn	BatchNorm	conv4_17_3x3;conv4_17_3x3/bn_gamma;conv4_17_3x3/bn_beta;conv4_17_3x3/bn_moving_mean;conv4_17_3x3/bn_moving_var	conv4_17_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_17_3x3/relu	Relu	conv4_17_3x3/bn	conv4_17_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_17_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_17_1x1_increase	Conv	conv4_17_3x3/relu;conv4_17_1x1_increase_weight	conv4_17_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_17_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_17_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_17_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_17_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_17_1x1_increase/bn	BatchNorm	conv4_17_1x1_increase;conv4_17_1x1_increase/bn_gamma;conv4_17_1x1_increase/bn_beta;conv4_17_1x1_increase/bn_moving_mean;conv4_17_1x1_increase/bn_moving_var	conv4_17_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_17	ElementWise	conv4_16_relu;conv4_17_1x1_increase/bn	conv4_17	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_17_relu	Relu	conv4_17	conv4_17_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_18_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_18_1x1_reduce	Conv	conv4_17_relu;conv4_18_1x1_reduce_weight	conv4_18_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_18_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_18_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_18_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_18_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_18_1x1_reduce/bn	BatchNorm	conv4_18_1x1_reduce;conv4_18_1x1_reduce/bn_gamma;conv4_18_1x1_reduce/bn_beta;conv4_18_1x1_reduce/bn_moving_mean;conv4_18_1x1_reduce/bn_moving_var	conv4_18_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_18_1x1_reduce/relu	Relu	conv4_18_1x1_reduce/bn	conv4_18_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_18_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_18_3x3	Conv	conv4_18_1x1_reduce/relu;conv4_18_3x3_weight	conv4_18_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_18_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_18_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_18_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_18_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_18_3x3/bn	BatchNorm	conv4_18_3x3;conv4_18_3x3/bn_gamma;conv4_18_3x3/bn_beta;conv4_18_3x3/bn_moving_mean;conv4_18_3x3/bn_moving_var	conv4_18_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_18_3x3/relu	Relu	conv4_18_3x3/bn	conv4_18_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_18_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_18_1x1_increase	Conv	conv4_18_3x3/relu;conv4_18_1x1_increase_weight	conv4_18_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_18_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_18_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_18_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_18_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_18_1x1_increase/bn	BatchNorm	conv4_18_1x1_increase;conv4_18_1x1_increase/bn_gamma;conv4_18_1x1_increase/bn_beta;conv4_18_1x1_increase/bn_moving_mean;conv4_18_1x1_increase/bn_moving_var	conv4_18_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_18	ElementWise	conv4_17_relu;conv4_18_1x1_increase/bn	conv4_18	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_18_relu	Relu	conv4_18	conv4_18_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_19_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_19_1x1_reduce	Conv	conv4_18_relu;conv4_19_1x1_reduce_weight	conv4_19_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_19_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_19_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_19_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_19_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_19_1x1_reduce/bn	BatchNorm	conv4_19_1x1_reduce;conv4_19_1x1_reduce/bn_gamma;conv4_19_1x1_reduce/bn_beta;conv4_19_1x1_reduce/bn_moving_mean;conv4_19_1x1_reduce/bn_moving_var	conv4_19_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_19_1x1_reduce/relu	Relu	conv4_19_1x1_reduce/bn	conv4_19_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_19_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_19_3x3	Conv	conv4_19_1x1_reduce/relu;conv4_19_3x3_weight	conv4_19_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_19_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_19_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_19_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_19_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_19_3x3/bn	BatchNorm	conv4_19_3x3;conv4_19_3x3/bn_gamma;conv4_19_3x3/bn_beta;conv4_19_3x3/bn_moving_mean;conv4_19_3x3/bn_moving_var	conv4_19_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_19_3x3/relu	Relu	conv4_19_3x3/bn	conv4_19_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_19_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_19_1x1_increase	Conv	conv4_19_3x3/relu;conv4_19_1x1_increase_weight	conv4_19_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_19_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_19_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_19_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_19_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_19_1x1_increase/bn	BatchNorm	conv4_19_1x1_increase;conv4_19_1x1_increase/bn_gamma;conv4_19_1x1_increase/bn_beta;conv4_19_1x1_increase/bn_moving_mean;conv4_19_1x1_increase/bn_moving_var	conv4_19_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_19	ElementWise	conv4_18_relu;conv4_19_1x1_increase/bn	conv4_19	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_19_relu	Relu	conv4_19	conv4_19_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_20_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_20_1x1_reduce	Conv	conv4_19_relu;conv4_20_1x1_reduce_weight	conv4_20_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_20_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_20_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_20_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_20_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_20_1x1_reduce/bn	BatchNorm	conv4_20_1x1_reduce;conv4_20_1x1_reduce/bn_gamma;conv4_20_1x1_reduce/bn_beta;conv4_20_1x1_reduce/bn_moving_mean;conv4_20_1x1_reduce/bn_moving_var	conv4_20_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_20_1x1_reduce/relu	Relu	conv4_20_1x1_reduce/bn	conv4_20_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_20_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_20_3x3	Conv	conv4_20_1x1_reduce/relu;conv4_20_3x3_weight	conv4_20_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_20_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_20_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_20_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_20_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_20_3x3/bn	BatchNorm	conv4_20_3x3;conv4_20_3x3/bn_gamma;conv4_20_3x3/bn_beta;conv4_20_3x3/bn_moving_mean;conv4_20_3x3/bn_moving_var	conv4_20_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_20_3x3/relu	Relu	conv4_20_3x3/bn	conv4_20_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_20_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_20_1x1_increase	Conv	conv4_20_3x3/relu;conv4_20_1x1_increase_weight	conv4_20_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_20_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_20_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_20_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_20_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_20_1x1_increase/bn	BatchNorm	conv4_20_1x1_increase;conv4_20_1x1_increase/bn_gamma;conv4_20_1x1_increase/bn_beta;conv4_20_1x1_increase/bn_moving_mean;conv4_20_1x1_increase/bn_moving_var	conv4_20_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_20	ElementWise	conv4_19_relu;conv4_20_1x1_increase/bn	conv4_20	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_20_relu	Relu	conv4_20	conv4_20_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_21_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_21_1x1_reduce	Conv	conv4_20_relu;conv4_21_1x1_reduce_weight	conv4_21_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_21_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_21_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_21_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_21_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_21_1x1_reduce/bn	BatchNorm	conv4_21_1x1_reduce;conv4_21_1x1_reduce/bn_gamma;conv4_21_1x1_reduce/bn_beta;conv4_21_1x1_reduce/bn_moving_mean;conv4_21_1x1_reduce/bn_moving_var	conv4_21_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_21_1x1_reduce/relu	Relu	conv4_21_1x1_reduce/bn	conv4_21_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_21_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_21_3x3	Conv	conv4_21_1x1_reduce/relu;conv4_21_3x3_weight	conv4_21_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_21_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_21_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_21_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_21_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_21_3x3/bn	BatchNorm	conv4_21_3x3;conv4_21_3x3/bn_gamma;conv4_21_3x3/bn_beta;conv4_21_3x3/bn_moving_mean;conv4_21_3x3/bn_moving_var	conv4_21_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_21_3x3/relu	Relu	conv4_21_3x3/bn	conv4_21_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_21_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_21_1x1_increase	Conv	conv4_21_3x3/relu;conv4_21_1x1_increase_weight	conv4_21_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_21_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_21_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_21_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_21_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_21_1x1_increase/bn	BatchNorm	conv4_21_1x1_increase;conv4_21_1x1_increase/bn_gamma;conv4_21_1x1_increase/bn_beta;conv4_21_1x1_increase/bn_moving_mean;conv4_21_1x1_increase/bn_moving_var	conv4_21_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_21	ElementWise	conv4_20_relu;conv4_21_1x1_increase/bn	conv4_21	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_21_relu	Relu	conv4_21	conv4_21_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_22_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_22_1x1_reduce	Conv	conv4_21_relu;conv4_22_1x1_reduce_weight	conv4_22_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_22_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_22_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_22_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_22_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_22_1x1_reduce/bn	BatchNorm	conv4_22_1x1_reduce;conv4_22_1x1_reduce/bn_gamma;conv4_22_1x1_reduce/bn_beta;conv4_22_1x1_reduce/bn_moving_mean;conv4_22_1x1_reduce/bn_moving_var	conv4_22_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_22_1x1_reduce/relu	Relu	conv4_22_1x1_reduce/bn	conv4_22_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_22_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_22_3x3	Conv	conv4_22_1x1_reduce/relu;conv4_22_3x3_weight	conv4_22_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_22_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_22_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_22_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_22_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_22_3x3/bn	BatchNorm	conv4_22_3x3;conv4_22_3x3/bn_gamma;conv4_22_3x3/bn_beta;conv4_22_3x3/bn_moving_mean;conv4_22_3x3/bn_moving_var	conv4_22_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_22_3x3/relu	Relu	conv4_22_3x3/bn	conv4_22_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_22_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_22_1x1_increase	Conv	conv4_22_3x3/relu;conv4_22_1x1_increase_weight	conv4_22_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_22_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_22_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_22_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_22_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_22_1x1_increase/bn	BatchNorm	conv4_22_1x1_increase;conv4_22_1x1_increase/bn_gamma;conv4_22_1x1_increase/bn_beta;conv4_22_1x1_increase/bn_moving_mean;conv4_22_1x1_increase/bn_moving_var	conv4_22_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_22	ElementWise	conv4_21_relu;conv4_22_1x1_increase/bn	conv4_22	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_22_relu	Relu	conv4_22	conv4_22_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv4_23_1x1_reduce_weight	ConstantInput			[[256,1024,1,1]]	[[256,1024,1,1]]
conv4_23_1x1_reduce	Conv	conv4_22_relu;conv4_23_1x1_reduce_weight	conv4_23_1x1_reduce	[[1,1024,100,100],[256,1024,1,1]]	[[1,256,100,100]]
conv4_23_1x1_reduce/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_23_1x1_reduce/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_23_1x1_reduce/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_23_1x1_reduce/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_23_1x1_reduce/bn	BatchNorm	conv4_23_1x1_reduce;conv4_23_1x1_reduce/bn_gamma;conv4_23_1x1_reduce/bn_beta;conv4_23_1x1_reduce/bn_moving_mean;conv4_23_1x1_reduce/bn_moving_var	conv4_23_1x1_reduce/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_23_1x1_reduce/relu	Relu	conv4_23_1x1_reduce/bn	conv4_23_1x1_reduce/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_23_3x3_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
conv4_23_3x3	Conv	conv4_23_1x1_reduce/relu;conv4_23_3x3_weight	conv4_23_3x3	[[1,256,100,100],[256,256,3,3]]	[[1,256,100,100]]
conv4_23_3x3/bn_gamma	ConstantInput			[[256]]	[[256]]
conv4_23_3x3/bn_beta	ConstantInput			[[256]]	[[256]]
conv4_23_3x3/bn_moving_mean	ConstantInput			[[256]]	[[256]]
conv4_23_3x3/bn_moving_var	ConstantInput			[[256]]	[[256]]
conv4_23_3x3/bn	BatchNorm	conv4_23_3x3;conv4_23_3x3/bn_gamma;conv4_23_3x3/bn_beta;conv4_23_3x3/bn_moving_mean;conv4_23_3x3/bn_moving_var	conv4_23_3x3/bn	[[1,256,100,100],[256],[256],[256],[256]]	[[1,256,100,100],[256],[256],[256],[256]]
conv4_23_3x3/relu	Relu	conv4_23_3x3/bn	conv4_23_3x3/relu	[[1,256,100,100]]	[[1,256,100,100]]
conv4_23_1x1_increase_weight	ConstantInput			[[1024,256,1,1]]	[[1024,256,1,1]]
conv4_23_1x1_increase	Conv	conv4_23_3x3/relu;conv4_23_1x1_increase_weight	conv4_23_1x1_increase	[[1,256,100,100],[1024,256,1,1]]	[[1,1024,100,100]]
conv4_23_1x1_increase/bn_gamma	ConstantInput			[[1024]]	[[1024]]
conv4_23_1x1_increase/bn_beta	ConstantInput			[[1024]]	[[1024]]
conv4_23_1x1_increase/bn_moving_mean	ConstantInput			[[1024]]	[[1024]]
conv4_23_1x1_increase/bn_moving_var	ConstantInput			[[1024]]	[[1024]]
conv4_23_1x1_increase/bn	BatchNorm	conv4_23_1x1_increase;conv4_23_1x1_increase/bn_gamma;conv4_23_1x1_increase/bn_beta;conv4_23_1x1_increase/bn_moving_mean;conv4_23_1x1_increase/bn_moving_var	conv4_23_1x1_increase/bn	[[1,1024,100,100],[1024],[1024],[1024],[1024]]	[[1,1024,100,100],[1024],[1024],[1024],[1024]]
conv4_23	ElementWise	conv4_22_relu;conv4_23_1x1_increase/bn	conv4_23	[[1,1024,100,100],[1,1024,100,100]]	[[1,1024,100,100]]
conv4_23_relu	Relu	conv4_23	conv4_23_relu	[[1,1024,100,100]]	[[1,1024,100,100]]
conv5_1_1x1_reduce_weight	ConstantInput			[[512,1024,1,1]]	[[512,1024,1,1]]
conv5_1_1x1_reduce	Conv	conv4_23_relu;conv5_1_1x1_reduce_weight	conv5_1_1x1_reduce	[[1,1024,100,100],[512,1024,1,1]]	[[1,512,100,100]]
conv5_1_1x1_reduce/bn_gamma	ConstantInput			[[512]]	[[512]]
conv5_1_1x1_reduce/bn_beta	ConstantInput			[[512]]	[[512]]
conv5_1_1x1_reduce/bn_moving_mean	ConstantInput			[[512]]	[[512]]
conv5_1_1x1_reduce/bn_moving_var	ConstantInput			[[512]]	[[512]]
conv5_1_1x1_reduce/bn	BatchNorm	conv5_1_1x1_reduce;conv5_1_1x1_reduce/bn_gamma;conv5_1_1x1_reduce/bn_beta;conv5_1_1x1_reduce/bn_moving_mean;conv5_1_1x1_reduce/bn_moving_var	conv5_1_1x1_reduce/bn	[[1,512,100,100],[512],[512],[512],[512]]	[[1,512,100,100],[512],[512],[512],[512]]
conv5_1_1x1_reduce/relu	Relu	conv5_1_1x1_reduce/bn	conv5_1_1x1_reduce/relu	[[1,512,100,100]]	[[1,512,100,100]]
conv5_1_3x3_weight	ConstantInput			[[512,512,3,3]]	[[512,512,3,3]]
conv5_1_3x3	Conv	conv5_1_1x1_reduce/relu;conv5_1_3x3_weight	conv5_1_3x3	[[1,512,100,100],[512,512,3,3]]	[[1,512,100,100]]
conv5_1_3x3/bn_gamma	ConstantInput			[[512]]	[[512]]
conv5_1_3x3/bn_beta	ConstantInput			[[512]]	[[512]]
conv5_1_3x3/bn_moving_mean	ConstantInput			[[512]]	[[512]]
conv5_1_3x3/bn_moving_var	ConstantInput			[[512]]	[[512]]
conv5_1_3x3/bn	BatchNorm	conv5_1_3x3;conv5_1_3x3/bn_gamma;conv5_1_3x3/bn_beta;conv5_1_3x3/bn_moving_mean;conv5_1_3x3/bn_moving_var	conv5_1_3x3/bn	[[1,512,100,100],[512],[512],[512],[512]]	[[1,512,100,100],[512],[512],[512],[512]]
conv5_1_3x3/relu	Relu	conv5_1_3x3/bn	conv5_1_3x3/relu	[[1,512,100,100]]	[[1,512,100,100]]
conv5_1_1x1_increase_weight	ConstantInput			[[2048,512,1,1]]	[[2048,512,1,1]]
conv5_1_1x1_increase	Conv	conv5_1_3x3/relu;conv5_1_1x1_increase_weight	conv5_1_1x1_increase	[[1,512,100,100],[2048,512,1,1]]	[[1,2048,100,100]]
conv5_1_1x1_increase/bn_gamma	ConstantInput			[[2048]]	[[2048]]
conv5_1_1x1_increase/bn_beta	ConstantInput			[[2048]]	[[2048]]
conv5_1_1x1_increase/bn_moving_mean	ConstantInput			[[2048]]	[[2048]]
conv5_1_1x1_increase/bn_moving_var	ConstantInput			[[2048]]	[[2048]]
conv5_1_1x1_increase/bn	BatchNorm	conv5_1_1x1_increase;conv5_1_1x1_increase/bn_gamma;conv5_1_1x1_increase/bn_beta;conv5_1_1x1_increase/bn_moving_mean;conv5_1_1x1_increase/bn_moving_var	conv5_1_1x1_increase/bn	[[1,2048,100,100],[2048],[2048],[2048],[2048]]	[[1,2048,100,100],[2048],[2048],[2048],[2048]]
conv5_1_1x1_proj_weight	ConstantInput			[[2048,1024,1,1]]	[[2048,1024,1,1]]
conv5_1_1x1_proj	Conv	conv4_23_relu;conv5_1_1x1_proj_weight	conv5_1_1x1_proj	[[1,1024,100,100],[2048,1024,1,1]]	[[1,2048,100,100]]
conv5_1_1x1_proj/bn_gamma	ConstantInput			[[2048]]	[[2048]]
conv5_1_1x1_proj/bn_beta	ConstantInput			[[2048]]	[[2048]]
conv5_1_1x1_proj/bn_moving_mean	ConstantInput			[[2048]]	[[2048]]
conv5_1_1x1_proj/bn_moving_var	ConstantInput			[[2048]]	[[2048]]
conv5_1_1x1_proj/bn	BatchNorm	conv5_1_1x1_proj;conv5_1_1x1_proj/bn_gamma;conv5_1_1x1_proj/bn_beta;conv5_1_1x1_proj/bn_moving_mean;conv5_1_1x1_proj/bn_moving_var	conv5_1_1x1_proj/bn	[[1,2048,100,100],[2048],[2048],[2048],[2048]]	[[1,2048,100,100],[2048],[2048],[2048],[2048]]
conv5_1	ElementWise	conv5_1_1x1_increase/bn;conv5_1_1x1_proj/bn	conv5_1	[[1,2048,100,100],[1,2048,100,100]]	[[1,2048,100,100]]
conv5_1_relu	Relu	conv5_1	conv5_1_relu	[[1,2048,100,100]]	[[1,2048,100,100]]
conv5_2_1x1_reduce_weight	ConstantInput			[[512,2048,1,1]]	[[512,2048,1,1]]
conv5_2_1x1_reduce	Conv	conv5_1_relu;conv5_2_1x1_reduce_weight	conv5_2_1x1_reduce	[[1,2048,100,100],[512,2048,1,1]]	[[1,512,100,100]]
conv5_2_1x1_reduce/bn_gamma	ConstantInput			[[512]]	[[512]]
conv5_2_1x1_reduce/bn_beta	ConstantInput			[[512]]	[[512]]
conv5_2_1x1_reduce/bn_moving_mean	ConstantInput			[[512]]	[[512]]
conv5_2_1x1_reduce/bn_moving_var	ConstantInput			[[512]]	[[512]]
conv5_2_1x1_reduce/bn	BatchNorm	conv5_2_1x1_reduce;conv5_2_1x1_reduce/bn_gamma;conv5_2_1x1_reduce/bn_beta;conv5_2_1x1_reduce/bn_moving_mean;conv5_2_1x1_reduce/bn_moving_var	conv5_2_1x1_reduce/bn	[[1,512,100,100],[512],[512],[512],[512]]	[[1,512,100,100],[512],[512],[512],[512]]
conv5_2_1x1_reduce/relu	Relu	conv5_2_1x1_reduce/bn	conv5_2_1x1_reduce/relu	[[1,512,100,100]]	[[1,512,100,100]]
conv5_2_3x3_weight	ConstantInput			[[512,512,3,3]]	[[512,512,3,3]]
conv5_2_3x3	Conv	conv5_2_1x1_reduce/relu;conv5_2_3x3_weight	conv5_2_3x3	[[1,512,100,100],[512,512,3,3]]	[[1,512,100,100]]
conv5_2_3x3/bn_gamma	ConstantInput			[[512]]	[[512]]
conv5_2_3x3/bn_beta	ConstantInput			[[512]]	[[512]]
conv5_2_3x3/bn_moving_mean	ConstantInput			[[512]]	[[512]]
conv5_2_3x3/bn_moving_var	ConstantInput			[[512]]	[[512]]
conv5_2_3x3/bn	BatchNorm	conv5_2_3x3;conv5_2_3x3/bn_gamma;conv5_2_3x3/bn_beta;conv5_2_3x3/bn_moving_mean;conv5_2_3x3/bn_moving_var	conv5_2_3x3/bn	[[1,512,100,100],[512],[512],[512],[512]]	[[1,512,100,100],[512],[512],[512],[512]]
conv5_2_3x3/relu	Relu	conv5_2_3x3/bn	conv5_2_3x3/relu	[[1,512,100,100]]	[[1,512,100,100]]
conv5_2_1x1_increase_weight	ConstantInput			[[2048,512,1,1]]	[[2048,512,1,1]]
conv5_2_1x1_increase	Conv	conv5_2_3x3/relu;conv5_2_1x1_increase_weight	conv5_2_1x1_increase	[[1,512,100,100],[2048,512,1,1]]	[[1,2048,100,100]]
conv5_2_1x1_increase/bn_gamma	ConstantInput			[[2048]]	[[2048]]
conv5_2_1x1_increase/bn_beta	ConstantInput			[[2048]]	[[2048]]
conv5_2_1x1_increase/bn_moving_mean	ConstantInput			[[2048]]	[[2048]]
conv5_2_1x1_increase/bn_moving_var	ConstantInput			[[2048]]	[[2048]]
conv5_2_1x1_increase/bn	BatchNorm	conv5_2_1x1_increase;conv5_2_1x1_increase/bn_gamma;conv5_2_1x1_increase/bn_beta;conv5_2_1x1_increase/bn_moving_mean;conv5_2_1x1_increase/bn_moving_var	conv5_2_1x1_increase/bn	[[1,2048,100,100],[2048],[2048],[2048],[2048]]	[[1,2048,100,100],[2048],[2048],[2048],[2048]]
conv5_2	ElementWise	conv5_1_relu;conv5_2_1x1_increase/bn	conv5_2	[[1,2048,100,100],[1,2048,100,100]]	[[1,2048,100,100]]
conv5_2_relu	Relu	conv5_2	conv5_2_relu	[[1,2048,100,100]]	[[1,2048,100,100]]
conv5_3_1x1_reduce_weight	ConstantInput			[[512,2048,1,1]]	[[512,2048,1,1]]
conv5_3_1x1_reduce	Conv	conv5_2_relu;conv5_3_1x1_reduce_weight	conv5_3_1x1_reduce	[[1,2048,100,100],[512,2048,1,1]]	[[1,512,100,100]]
conv5_3_1x1_reduce/bn_gamma	ConstantInput			[[512]]	[[512]]
conv5_3_1x1_reduce/bn_beta	ConstantInput			[[512]]	[[512]]
conv5_3_1x1_reduce/bn_moving_mean	ConstantInput			[[512]]	[[512]]
conv5_3_1x1_reduce/bn_moving_var	ConstantInput			[[512]]	[[512]]
conv5_3_1x1_reduce/bn	BatchNorm	conv5_3_1x1_reduce;conv5_3_1x1_reduce/bn_gamma;conv5_3_1x1_reduce/bn_beta;conv5_3_1x1_reduce/bn_moving_mean;conv5_3_1x1_reduce/bn_moving_var	conv5_3_1x1_reduce/bn	[[1,512,100,100],[512],[512],[512],[512]]	[[1,512,100,100],[512],[512],[512],[512]]
conv5_3_1x1_reduce/relu	Relu	conv5_3_1x1_reduce/bn	conv5_3_1x1_reduce/relu	[[1,512,100,100]]	[[1,512,100,100]]
conv5_3_3x3_weight	ConstantInput			[[512,512,3,3]]	[[512,512,3,3]]
conv5_3_3x3	Conv	conv5_3_1x1_reduce/relu;conv5_3_3x3_weight	conv5_3_3x3	[[1,512,100,100],[512,512,3,3]]	[[1,512,100,100]]
conv5_3_3x3/bn_gamma	ConstantInput			[[512]]	[[512]]
conv5_3_3x3/bn_beta	ConstantInput			[[512]]	[[512]]
conv5_3_3x3/bn_moving_mean	ConstantInput			[[512]]	[[512]]
conv5_3_3x3/bn_moving_var	ConstantInput			[[512]]	[[512]]
conv5_3_3x3/bn	BatchNorm	conv5_3_3x3;conv5_3_3x3/bn_gamma;conv5_3_3x3/bn_beta;conv5_3_3x3/bn_moving_mean;conv5_3_3x3/bn_moving_var	conv5_3_3x3/bn	[[1,512,100,100],[512],[512],[512],[512]]	[[1,512,100,100],[512],[512],[512],[512]]
conv5_3_3x3/relu	Relu	conv5_3_3x3/bn	conv5_3_3x3/relu	[[1,512,100,100]]	[[1,512,100,100]]
conv5_3_1x1_increase_weight	ConstantInput			[[2048,512,1,1]]	[[2048,512,1,1]]
conv5_3_1x1_increase	Conv	conv5_3_3x3/relu;conv5_3_1x1_increase_weight	conv5_3_1x1_increase	[[1,512,100,100],[2048,512,1,1]]	[[1,2048,100,100]]
conv5_3_1x1_increase/bn_gamma	ConstantInput			[[2048]]	[[2048]]
conv5_3_1x1_increase/bn_beta	ConstantInput			[[2048]]	[[2048]]
conv5_3_1x1_increase/bn_moving_mean	ConstantInput			[[2048]]	[[2048]]
conv5_3_1x1_increase/bn_moving_var	ConstantInput			[[2048]]	[[2048]]
conv5_3_1x1_increase/bn	BatchNorm	conv5_3_1x1_increase;conv5_3_1x1_increase/bn_gamma;conv5_3_1x1_increase/bn_beta;conv5_3_1x1_increase/bn_moving_mean;conv5_3_1x1_increase/bn_moving_var	conv5_3_1x1_increase/bn	[[1,2048,100,100],[2048],[2048],[2048],[2048]]	[[1,2048,100,100],[2048],[2048],[2048],[2048]]
conv5_3	ElementWise	conv5_2_relu;conv5_3_1x1_increase/bn	conv5_3	[[1,2048,100,100],[1,2048,100,100]]	[[1,2048,100,100]]
conv5_3_relu	Relu	conv5_3	conv5_3_relu	[[1,2048,100,100]]	[[1,2048,100,100]]
fc1_cityscapes_c0_weight	ConstantInput			[[304,2048,3,3]]	[[304,2048,3,3]]
fc1_cityscapes_c0_bias	ConstantInput			[[304]]	[[304]]
fc1_cityscapes_c0	Conv	conv5_3_relu;fc1_cityscapes_c0_weight;fc1_cityscapes_c0_bias	fc1_cityscapes_c0	[[1,2048,100,100],[304,2048,3,3],[304]]	[[1,304,100,100]]
fc1_cityscapes_c1_weight	ConstantInput			[[304,2048,3,3]]	[[304,2048,3,3]]
fc1_cityscapes_c1_bias	ConstantInput			[[304]]	[[304]]
fc1_cityscapes_c1	Conv	conv5_3_relu;fc1_cityscapes_c1_weight;fc1_cityscapes_c1_bias	fc1_cityscapes_c1	[[1,2048,100,100],[304,2048,3,3],[304]]	[[1,304,100,100]]
fc1_cityscapes_c2_weight	ConstantInput			[[304,2048,3,3]]	[[304,2048,3,3]]
fc1_cityscapes_c2_bias	ConstantInput			[[304]]	[[304]]
fc1_cityscapes_c2	Conv	conv5_3_relu;fc1_cityscapes_c2_weight;fc1_cityscapes_c2_bias	fc1_cityscapes_c2	[[1,2048,100,100],[304,2048,3,3],[304]]	[[1,304,100,100]]
fc1_cityscapes_c3_weight	ConstantInput			[[304,2048,3,3]]	[[304,2048,3,3]]
fc1_cityscapes_c3_bias	ConstantInput			[[304]]	[[304]]
fc1_cityscapes_c3	Conv	conv5_3_relu;fc1_cityscapes_c3_weight;fc1_cityscapes_c3_bias	fc1_cityscapes_c3	[[1,2048,100,100],[304,2048,3,3],[304]]	[[1,304,100,100]]
fc1_cityscapes	ElementWise	fc1_cityscapes_c0;fc1_cityscapes_c1;fc1_cityscapes_c2;fc1_cityscapes_c3	fc1_cityscapes	[[1,304,100,100],[1,304,100,100],[1,304,100,100],[1,304,100,100]]	[[1,304,100,100]]
reshape_attr_tensor892	ConstantInput			[[0,19,-1]]	[[0,19,-1]]
cls_score_reshape	Reshape	fc1_cityscapes;reshape_attr_tensor892	cls_score_reshape	[[1,304,100,100],[0,19,-1]]	[[1,19,10000]]
seg_loss	Softmax	cls_score_reshape	seg_loss	[[1,19,10000]]	[[1,19,10000]]

Per Layer Timing

We evaluate the DUC across all systems and we show the results below.

Click to See Tesla K80 Information ↕

Tesla K80

We run the model for different batch sizes.

Batch Size 2

Batch Size 4

Batch Size 8

Batch Size 16

Batch Size 32

Click to See Tesla M60 Information ↕

Tesla M60

We run the model for different batch sizes.

Batch Size 2

Batch Size 4

Batch Size 8

Batch Size 16

Batch Size 32

Click to See GRID K520 Information ↕

GRID K520

We run the model for different batch sizes.

Batch Size 2

Batch Size 4

Batch Size 8

Batch Size 16

Batch Size 32

Click to See TITAN Xp Information ↕

TITAN Xp

We run the model for different batch sizes.

Batch Size 2

Batch Size 4

Batch Size 8

Batch Size 16

Batch Size 32

Click to See TITAN V Information ↕

TITAN V

We run the model for different batch sizes.

Batch Size 2

Batch Size 4

Batch Size 8

Batch Size 16

Batch Size 32

Click to See Tesla V100-SXM2-16GB Information ↕

Tesla V100-SXM2-16GB

We run the model for different batch sizes.

Batch Size 2

Batch Size 4

Batch Size 8

Batch Size 16

Batch Size 32

Click to See Quadro RTX 6000 Information ↕

Quadro RTX 6000

We run the model for different batch sizes.

Batch Size 2

Batch Size 4

Batch Size 8

Batch Size 16

Batch Size 32

Click to See Tesla T4 Information ↕

Tesla T4

We run the model for different batch sizes.

Batch Size 2

Batch Size 4

Batch Size 8

Batch Size 16

Batch Size 32