VGG19-BN

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LAYERNAME	LAYERTYPE	INPUTNAMES	OUTPUTNAMES	INPUTSHAPES	OUTPUTSHAPES
data	ConstantInput			[[1,3,224,224]]	[[1,3,224,224]]
vgg0_conv0_weight	ConstantInput			[[64,3,3,3]]	[[64,3,3,3]]
vgg0_conv0_bias	ConstantInput			[[64]]	[[64]]
vgg0_conv0_fwd	Conv	data;vgg0_conv0_weight;vgg0_conv0_bias	vgg0_conv0_fwd	[[1,3,224,224],[64,3,3,3],[64]]	[[1,64,224,224]]
vgg0_batchnorm0_gamma	ConstantInput			[[64]]	[[64]]
vgg0_batchnorm0_beta	ConstantInput			[[64]]	[[64]]
vgg0_batchnorm0_running_mean	ConstantInput			[[64]]	[[64]]
vgg0_batchnorm0_running_var	ConstantInput			[[64]]	[[64]]
vgg0_batchnorm0_fwd	BatchNorm	vgg0_conv0_fwd;vgg0_batchnorm0_gamma;vgg0_batchnorm0_beta;vgg0_batchnorm0_running_mean;vgg0_batchnorm0_running_var	vgg0_batchnorm0_fwd	[[1,64,224,224],[64],[64],[64],[64]]	[[1,64,224,224],[64],[64],[64],[64]]
vgg0_relu0_fwd	Relu	vgg0_batchnorm0_fwd	vgg0_relu0_fwd	[[1,64,224,224]]	[[1,64,224,224]]
vgg0_conv1_weight	ConstantInput			[[64,64,3,3]]	[[64,64,3,3]]
vgg0_conv1_bias	ConstantInput			[[64]]	[[64]]
vgg0_conv1_fwd	Conv	vgg0_relu0_fwd;vgg0_conv1_weight;vgg0_conv1_bias	vgg0_conv1_fwd	[[1,64,224,224],[64,64,3,3],[64]]	[[1,64,224,224]]
vgg0_batchnorm1_gamma	ConstantInput			[[64]]	[[64]]
vgg0_batchnorm1_beta	ConstantInput			[[64]]	[[64]]
vgg0_batchnorm1_running_mean	ConstantInput			[[64]]	[[64]]
vgg0_batchnorm1_running_var	ConstantInput			[[64]]	[[64]]
vgg0_batchnorm1_fwd	BatchNorm	vgg0_conv1_fwd;vgg0_batchnorm1_gamma;vgg0_batchnorm1_beta;vgg0_batchnorm1_running_mean;vgg0_batchnorm1_running_var	vgg0_batchnorm1_fwd	[[1,64,224,224],[64],[64],[64],[64]]	[[1,64,224,224],[64],[64],[64],[64]]
vgg0_relu1_fwd	Relu	vgg0_batchnorm1_fwd	vgg0_relu1_fwd	[[1,64,224,224]]	[[1,64,224,224]]
vgg0_pool0_fwd	Pooling	vgg0_relu1_fwd	vgg0_pool0_fwd	[[1,64,224,224]]	[[1,64,112,112]]
vgg0_conv2_weight	ConstantInput			[[128,64,3,3]]	[[128,64,3,3]]
vgg0_conv2_bias	ConstantInput			[[128]]	[[128]]
vgg0_conv2_fwd	Conv	vgg0_pool0_fwd;vgg0_conv2_weight;vgg0_conv2_bias	vgg0_conv2_fwd	[[1,64,112,112],[128,64,3,3],[128]]	[[1,128,112,112]]
vgg0_batchnorm2_gamma	ConstantInput			[[128]]	[[128]]
vgg0_batchnorm2_beta	ConstantInput			[[128]]	[[128]]
vgg0_batchnorm2_running_mean	ConstantInput			[[128]]	[[128]]
vgg0_batchnorm2_running_var	ConstantInput			[[128]]	[[128]]
vgg0_batchnorm2_fwd	BatchNorm	vgg0_conv2_fwd;vgg0_batchnorm2_gamma;vgg0_batchnorm2_beta;vgg0_batchnorm2_running_mean;vgg0_batchnorm2_running_var	vgg0_batchnorm2_fwd	[[1,128,112,112],[128],[128],[128],[128]]	[[1,128,112,112],[128],[128],[128],[128]]
vgg0_relu2_fwd	Relu	vgg0_batchnorm2_fwd	vgg0_relu2_fwd	[[1,128,112,112]]	[[1,128,112,112]]
vgg0_conv3_weight	ConstantInput			[[128,128,3,3]]	[[128,128,3,3]]
vgg0_conv3_bias	ConstantInput			[[128]]	[[128]]
vgg0_conv3_fwd	Conv	vgg0_relu2_fwd;vgg0_conv3_weight;vgg0_conv3_bias	vgg0_conv3_fwd	[[1,128,112,112],[128,128,3,3],[128]]	[[1,128,112,112]]
vgg0_batchnorm3_gamma	ConstantInput			[[128]]	[[128]]
vgg0_batchnorm3_beta	ConstantInput			[[128]]	[[128]]
vgg0_batchnorm3_running_mean	ConstantInput			[[128]]	[[128]]
vgg0_batchnorm3_running_var	ConstantInput			[[128]]	[[128]]
vgg0_batchnorm3_fwd	BatchNorm	vgg0_conv3_fwd;vgg0_batchnorm3_gamma;vgg0_batchnorm3_beta;vgg0_batchnorm3_running_mean;vgg0_batchnorm3_running_var	vgg0_batchnorm3_fwd	[[1,128,112,112],[128],[128],[128],[128]]	[[1,128,112,112],[128],[128],[128],[128]]
vgg0_relu3_fwd	Relu	vgg0_batchnorm3_fwd	vgg0_relu3_fwd	[[1,128,112,112]]	[[1,128,112,112]]
vgg0_pool1_fwd	Pooling	vgg0_relu3_fwd	vgg0_pool1_fwd	[[1,128,112,112]]	[[1,128,56,56]]
vgg0_conv4_weight	ConstantInput			[[256,128,3,3]]	[[256,128,3,3]]
vgg0_conv4_bias	ConstantInput			[[256]]	[[256]]
vgg0_conv4_fwd	Conv	vgg0_pool1_fwd;vgg0_conv4_weight;vgg0_conv4_bias	vgg0_conv4_fwd	[[1,128,56,56],[256,128,3,3],[256]]	[[1,256,56,56]]
vgg0_batchnorm4_gamma	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm4_beta	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm4_running_mean	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm4_running_var	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm4_fwd	BatchNorm	vgg0_conv4_fwd;vgg0_batchnorm4_gamma;vgg0_batchnorm4_beta;vgg0_batchnorm4_running_mean;vgg0_batchnorm4_running_var	vgg0_batchnorm4_fwd	[[1,256,56,56],[256],[256],[256],[256]]	[[1,256,56,56],[256],[256],[256],[256]]
vgg0_relu4_fwd	Relu	vgg0_batchnorm4_fwd	vgg0_relu4_fwd	[[1,256,56,56]]	[[1,256,56,56]]
vgg0_conv5_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
vgg0_conv5_bias	ConstantInput			[[256]]	[[256]]
vgg0_conv5_fwd	Conv	vgg0_relu4_fwd;vgg0_conv5_weight;vgg0_conv5_bias	vgg0_conv5_fwd	[[1,256,56,56],[256,256,3,3],[256]]	[[1,256,56,56]]
vgg0_batchnorm5_gamma	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm5_beta	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm5_running_mean	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm5_running_var	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm5_fwd	BatchNorm	vgg0_conv5_fwd;vgg0_batchnorm5_gamma;vgg0_batchnorm5_beta;vgg0_batchnorm5_running_mean;vgg0_batchnorm5_running_var	vgg0_batchnorm5_fwd	[[1,256,56,56],[256],[256],[256],[256]]	[[1,256,56,56],[256],[256],[256],[256]]
vgg0_relu5_fwd	Relu	vgg0_batchnorm5_fwd	vgg0_relu5_fwd	[[1,256,56,56]]	[[1,256,56,56]]
vgg0_conv6_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
vgg0_conv6_bias	ConstantInput			[[256]]	[[256]]
vgg0_conv6_fwd	Conv	vgg0_relu5_fwd;vgg0_conv6_weight;vgg0_conv6_bias	vgg0_conv6_fwd	[[1,256,56,56],[256,256,3,3],[256]]	[[1,256,56,56]]
vgg0_batchnorm6_gamma	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm6_beta	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm6_running_mean	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm6_running_var	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm6_fwd	BatchNorm	vgg0_conv6_fwd;vgg0_batchnorm6_gamma;vgg0_batchnorm6_beta;vgg0_batchnorm6_running_mean;vgg0_batchnorm6_running_var	vgg0_batchnorm6_fwd	[[1,256,56,56],[256],[256],[256],[256]]	[[1,256,56,56],[256],[256],[256],[256]]
vgg0_relu6_fwd	Relu	vgg0_batchnorm6_fwd	vgg0_relu6_fwd	[[1,256,56,56]]	[[1,256,56,56]]
vgg0_conv7_weight	ConstantInput			[[256,256,3,3]]	[[256,256,3,3]]
vgg0_conv7_bias	ConstantInput			[[256]]	[[256]]
vgg0_conv7_fwd	Conv	vgg0_relu6_fwd;vgg0_conv7_weight;vgg0_conv7_bias	vgg0_conv7_fwd	[[1,256,56,56],[256,256,3,3],[256]]	[[1,256,56,56]]
vgg0_batchnorm7_gamma	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm7_beta	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm7_running_mean	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm7_running_var	ConstantInput			[[256]]	[[256]]
vgg0_batchnorm7_fwd	BatchNorm	vgg0_conv7_fwd;vgg0_batchnorm7_gamma;vgg0_batchnorm7_beta;vgg0_batchnorm7_running_mean;vgg0_batchnorm7_running_var	vgg0_batchnorm7_fwd	[[1,256,56,56],[256],[256],[256],[256]]	[[1,256,56,56],[256],[256],[256],[256]]
vgg0_relu7_fwd	Relu	vgg0_batchnorm7_fwd	vgg0_relu7_fwd	[[1,256,56,56]]	[[1,256,56,56]]
vgg0_pool2_fwd	Pooling	vgg0_relu7_fwd	vgg0_pool2_fwd	[[1,256,56,56]]	[[1,256,28,28]]
vgg0_conv8_weight	ConstantInput			[[512,256,3,3]]	[[512,256,3,3]]
vgg0_conv8_bias	ConstantInput			[[512]]	[[512]]
vgg0_conv8_fwd	Conv	vgg0_pool2_fwd;vgg0_conv8_weight;vgg0_conv8_bias	vgg0_conv8_fwd	[[1,256,28,28],[512,256,3,3],[512]]	[[1,512,28,28]]
vgg0_batchnorm8_gamma	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm8_beta	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm8_running_mean	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm8_running_var	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm8_fwd	BatchNorm	vgg0_conv8_fwd;vgg0_batchnorm8_gamma;vgg0_batchnorm8_beta;vgg0_batchnorm8_running_mean;vgg0_batchnorm8_running_var	vgg0_batchnorm8_fwd	[[1,512,28,28],[512],[512],[512],[512]]	[[1,512,28,28],[512],[512],[512],[512]]
vgg0_relu8_fwd	Relu	vgg0_batchnorm8_fwd	vgg0_relu8_fwd	[[1,512,28,28]]	[[1,512,28,28]]
vgg0_conv9_weight	ConstantInput			[[512,512,3,3]]	[[512,512,3,3]]
vgg0_conv9_bias	ConstantInput			[[512]]	[[512]]
vgg0_conv9_fwd	Conv	vgg0_relu8_fwd;vgg0_conv9_weight;vgg0_conv9_bias	vgg0_conv9_fwd	[[1,512,28,28],[512,512,3,3],[512]]	[[1,512,28,28]]
vgg0_batchnorm9_gamma	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm9_beta	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm9_running_mean	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm9_running_var	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm9_fwd	BatchNorm	vgg0_conv9_fwd;vgg0_batchnorm9_gamma;vgg0_batchnorm9_beta;vgg0_batchnorm9_running_mean;vgg0_batchnorm9_running_var	vgg0_batchnorm9_fwd	[[1,512,28,28],[512],[512],[512],[512]]	[[1,512,28,28],[512],[512],[512],[512]]
vgg0_relu9_fwd	Relu	vgg0_batchnorm9_fwd	vgg0_relu9_fwd	[[1,512,28,28]]	[[1,512,28,28]]
vgg0_conv10_weight	ConstantInput			[[512,512,3,3]]	[[512,512,3,3]]
vgg0_conv10_bias	ConstantInput			[[512]]	[[512]]
vgg0_conv10_fwd	Conv	vgg0_relu9_fwd;vgg0_conv10_weight;vgg0_conv10_bias	vgg0_conv10_fwd	[[1,512,28,28],[512,512,3,3],[512]]	[[1,512,28,28]]
vgg0_batchnorm10_gamma	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm10_beta	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm10_running_mean	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm10_running_var	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm10_fwd	BatchNorm	vgg0_conv10_fwd;vgg0_batchnorm10_gamma;vgg0_batchnorm10_beta;vgg0_batchnorm10_running_mean;vgg0_batchnorm10_running_var	vgg0_batchnorm10_fwd	[[1,512,28,28],[512],[512],[512],[512]]	[[1,512,28,28],[512],[512],[512],[512]]
vgg0_relu10_fwd	Relu	vgg0_batchnorm10_fwd	vgg0_relu10_fwd	[[1,512,28,28]]	[[1,512,28,28]]
vgg0_conv11_weight	ConstantInput			[[512,512,3,3]]	[[512,512,3,3]]
vgg0_conv11_bias	ConstantInput			[[512]]	[[512]]
vgg0_conv11_fwd	Conv	vgg0_relu10_fwd;vgg0_conv11_weight;vgg0_conv11_bias	vgg0_conv11_fwd	[[1,512,28,28],[512,512,3,3],[512]]	[[1,512,28,28]]
vgg0_batchnorm11_gamma	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm11_beta	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm11_running_mean	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm11_running_var	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm11_fwd	BatchNorm	vgg0_conv11_fwd;vgg0_batchnorm11_gamma;vgg0_batchnorm11_beta;vgg0_batchnorm11_running_mean;vgg0_batchnorm11_running_var	vgg0_batchnorm11_fwd	[[1,512,28,28],[512],[512],[512],[512]]	[[1,512,28,28],[512],[512],[512],[512]]
vgg0_relu11_fwd	Relu	vgg0_batchnorm11_fwd	vgg0_relu11_fwd	[[1,512,28,28]]	[[1,512,28,28]]
vgg0_pool3_fwd	Pooling	vgg0_relu11_fwd	vgg0_pool3_fwd	[[1,512,28,28]]	[[1,512,14,14]]
vgg0_conv12_weight	ConstantInput			[[512,512,3,3]]	[[512,512,3,3]]
vgg0_conv12_bias	ConstantInput			[[512]]	[[512]]
vgg0_conv12_fwd	Conv	vgg0_pool3_fwd;vgg0_conv12_weight;vgg0_conv12_bias	vgg0_conv12_fwd	[[1,512,14,14],[512,512,3,3],[512]]	[[1,512,14,14]]
vgg0_batchnorm12_gamma	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm12_beta	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm12_running_mean	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm12_running_var	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm12_fwd	BatchNorm	vgg0_conv12_fwd;vgg0_batchnorm12_gamma;vgg0_batchnorm12_beta;vgg0_batchnorm12_running_mean;vgg0_batchnorm12_running_var	vgg0_batchnorm12_fwd	[[1,512,14,14],[512],[512],[512],[512]]	[[1,512,14,14],[512],[512],[512],[512]]
vgg0_relu12_fwd	Relu	vgg0_batchnorm12_fwd	vgg0_relu12_fwd	[[1,512,14,14]]	[[1,512,14,14]]
vgg0_conv13_weight	ConstantInput			[[512,512,3,3]]	[[512,512,3,3]]
vgg0_conv13_bias	ConstantInput			[[512]]	[[512]]
vgg0_conv13_fwd	Conv	vgg0_relu12_fwd;vgg0_conv13_weight;vgg0_conv13_bias	vgg0_conv13_fwd	[[1,512,14,14],[512,512,3,3],[512]]	[[1,512,14,14]]
vgg0_batchnorm13_gamma	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm13_beta	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm13_running_mean	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm13_running_var	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm13_fwd	BatchNorm	vgg0_conv13_fwd;vgg0_batchnorm13_gamma;vgg0_batchnorm13_beta;vgg0_batchnorm13_running_mean;vgg0_batchnorm13_running_var	vgg0_batchnorm13_fwd	[[1,512,14,14],[512],[512],[512],[512]]	[[1,512,14,14],[512],[512],[512],[512]]
vgg0_relu13_fwd	Relu	vgg0_batchnorm13_fwd	vgg0_relu13_fwd	[[1,512,14,14]]	[[1,512,14,14]]
vgg0_conv14_weight	ConstantInput			[[512,512,3,3]]	[[512,512,3,3]]
vgg0_conv14_bias	ConstantInput			[[512]]	[[512]]
vgg0_conv14_fwd	Conv	vgg0_relu13_fwd;vgg0_conv14_weight;vgg0_conv14_bias	vgg0_conv14_fwd	[[1,512,14,14],[512,512,3,3],[512]]	[[1,512,14,14]]
vgg0_batchnorm14_gamma	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm14_beta	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm14_running_mean	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm14_running_var	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm14_fwd	BatchNorm	vgg0_conv14_fwd;vgg0_batchnorm14_gamma;vgg0_batchnorm14_beta;vgg0_batchnorm14_running_mean;vgg0_batchnorm14_running_var	vgg0_batchnorm14_fwd	[[1,512,14,14],[512],[512],[512],[512]]	[[1,512,14,14],[512],[512],[512],[512]]
vgg0_relu14_fwd	Relu	vgg0_batchnorm14_fwd	vgg0_relu14_fwd	[[1,512,14,14]]	[[1,512,14,14]]
vgg0_conv15_weight	ConstantInput			[[512,512,3,3]]	[[512,512,3,3]]
vgg0_conv15_bias	ConstantInput			[[512]]	[[512]]
vgg0_conv15_fwd	Conv	vgg0_relu14_fwd;vgg0_conv15_weight;vgg0_conv15_bias	vgg0_conv15_fwd	[[1,512,14,14],[512,512,3,3],[512]]	[[1,512,14,14]]
vgg0_batchnorm15_gamma	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm15_beta	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm15_running_mean	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm15_running_var	ConstantInput			[[512]]	[[512]]
vgg0_batchnorm15_fwd	BatchNorm	vgg0_conv15_fwd;vgg0_batchnorm15_gamma;vgg0_batchnorm15_beta;vgg0_batchnorm15_running_mean;vgg0_batchnorm15_running_var	vgg0_batchnorm15_fwd	[[1,512,14,14],[512],[512],[512],[512]]	[[1,512,14,14],[512],[512],[512],[512]]
vgg0_relu15_fwd	Relu	vgg0_batchnorm15_fwd	vgg0_relu15_fwd	[[1,512,14,14]]	[[1,512,14,14]]
vgg0_pool4_fwd	Pooling	vgg0_relu15_fwd	vgg0_pool4_fwd	[[1,512,14,14]]	[[1,512,7,7]]
flatten_152	Flatten	vgg0_pool4_fwd	flatten_152	[[1,512,7,7]]	[[1,512,7,7]]
vgg0_dense0_weight	ConstantInput			[[4096,25088]]	[[4096,25088]]
vgg0_dense0_bias	ConstantInput			[[4096]]	[[4096]]
vgg0_dense0_fwd	Gemm	flatten_152;vgg0_dense0_weight;vgg0_dense0_bias	vgg0_dense0_fwd	[[1,512,7,7],[4096,25088],[4096]]	[[1,4096]]
vgg0_dense0_relu_fwd	Relu	vgg0_dense0_fwd	vgg0_dense0_relu_fwd	[[1,4096]]	[[1,4096]]
vgg0_dropout0_fwd	Dropout	vgg0_dense0_relu_fwd	vgg0_dropout0_fwd	[[1,4096]]	[[1,4096]]
flatten_157	Flatten	vgg0_dropout0_fwd	flatten_157	[[1,4096]]	[[1,4096]]
vgg0_dense1_weight	ConstantInput			[[4096,4096]]	[[4096,4096]]
vgg0_dense1_bias	ConstantInput			[[4096]]	[[4096]]
vgg0_dense1_fwd	Gemm	flatten_157;vgg0_dense1_weight;vgg0_dense1_bias	vgg0_dense1_fwd	[[1,4096],[4096,4096],[4096]]	[[1,4096]]
vgg0_dense1_relu_fwd	Relu	vgg0_dense1_fwd	vgg0_dense1_relu_fwd	[[1,4096]]	[[1,4096]]
vgg0_dropout1_fwd	Dropout	vgg0_dense1_relu_fwd	vgg0_dropout1_fwd	[[1,4096]]	[[1,4096]]
flatten_162	Flatten	vgg0_dropout1_fwd	flatten_162	[[1,4096]]	[[1,4096]]
vgg0_dense2_weight	ConstantInput			[[1000,4096]]	[[1000,4096]]
vgg0_dense2_bias	ConstantInput			[[1000]]	[[1000]]
vgg0_dense2_fwd	Gemm	flatten_162;vgg0_dense2_weight;vgg0_dense2_bias	vgg0_dense2_fwd	[[1,4096],[1000,4096],[1000]]	[[1,1000]]