17767517 277 87 3Input data 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3 4Convolution conv1 1 1 data conv1/bn_relu1 -23330=4,3,112,112,32 0=32 1=3 3=2 4=1 5=1 6=864 9=1 5Convolution conv2_1/expand 1 1 conv1/bn_relu1 conv2_1/expand/bn_relu2_1/expand -23330=4,3,112,112,32 0=32 1=1 5=1 6=1024 9=1 6ConvolutionDepthWise conv2_1/dwise 1 1 conv2_1/expand/bn_relu2_1/expand conv2_1/dwise/bn_relu2_1/dwise -23330=4,3,112,112,32 0=32 1=3 4=1 5=1 6=288 7=32 9=1 7Convolution conv2_1/linear 1 1 conv2_1/dwise/bn_relu2_1/dwise conv2_1/linear/bn_conv2_1/linear/scale -23330=4,3,112,112,16 0=16 1=1 5=1 6=512 8Convolution conv2_2/expand 1 1 conv2_1/linear/bn_conv2_1/linear/scale conv2_2/expand/bn_relu2_2/expand -23330=4,3,112,112,96 0=96 1=1 5=1 6=1536 9=1 9ConvolutionDepthWise conv2_2/dwise 1 1 conv2_2/expand/bn_relu2_2/expand conv2_2/dwise/bn_relu2_2/dwise -23330=4,3,56,56,96 0=96 1=3 3=2 4=1 5=1 6=864 7=96 9=1 10Convolution conv2_2/linear 1 1 conv2_2/dwise/bn_relu2_2/dwise conv2_2/linear/bn_conv2_2/linear/scale -23330=4,3,56,56,24 0=24 1=1 5=1 6=2304 11Split splitncnn_0 1 2 conv2_2/linear/bn_conv2_2/linear/scale conv2_2/linear/bn_conv2_2/linear/scale_splitncnn_0 conv2_2/linear/bn_conv2_2/linear/scale_splitncnn_1 -23330=8,3,56,56,24,3,56,56,24 12Convolution conv3_1/expand 1 1 conv2_2/linear/bn_conv2_2/linear/scale_splitncnn_1 conv3_1/expand/bn_relu3_1/expand -23330=4,3,56,56,144 0=144 1=1 5=1 6=3456 9=1 13ConvolutionDepthWise conv3_1/dwise 1 1 conv3_1/expand/bn_relu3_1/expand conv3_1/dwise/bn_relu3_1/dwise -23330=4,3,56,56,144 0=144 1=3 4=1 5=1 6=1296 7=144 9=1 14Convolution conv3_1/linear 1 1 conv3_1/dwise/bn_relu3_1/dwise conv3_1/linear/bn_conv3_1/linear/scale -23330=4,3,56,56,24 0=24 1=1 5=1 6=3456 15Eltwise block_3_1 2 1 conv2_2/linear/bn_conv2_2/linear/scale_splitncnn_0 conv3_1/linear/bn_conv3_1/linear/scale block_3_1 -23330=4,3,56,56,24 0=1 16Convolution conv3_2/expand 1 1 block_3_1 conv3_2/expand/bn_relu3_2/expand -23330=4,3,56,56,144 0=144 1=1 5=1 6=3456 9=1 17ConvolutionDepthWise conv3_2/dwise 1 1 conv3_2/expand/bn_relu3_2/expand conv3_2/dwise/bn_relu3_2/dwise -23330=4,3,28,28,144 0=144 1=3 3=2 4=1 5=1 6=1296 7=144 9=1 18Convolution conv3_2/linear 1 1 conv3_2/dwise/bn_relu3_2/dwise conv3_2/linear/bn_conv3_2/linear/scale -23330=4,3,28,28,32 0=32 1=1 5=1 6=4608 19Split splitncnn_1 1 2 conv3_2/linear/bn_conv3_2/linear/scale conv3_2/linear/bn_conv3_2/linear/scale_splitncnn_0 conv3_2/linear/bn_conv3_2/linear/scale_splitncnn_1 -23330=8,3,28,28,32,3,28,28,32 20Convolution conv4_1/expand 1 1 conv3_2/linear/bn_conv3_2/linear/scale_splitncnn_1 conv4_1/expand/bn_relu4_1/expand -23330=4,3,28,28,192 0=192 1=1 5=1 6=6144 9=1 21ConvolutionDepthWise conv4_1/dwise 1 1 conv4_1/expand/bn_relu4_1/expand conv4_1/dwise/bn_relu4_1/dwise -23330=4,3,28,28,192 0=192 1=3 4=1 5=1 6=1728 7=192 9=1 22Convolution conv4_1/linear 1 1 conv4_1/dwise/bn_relu4_1/dwise conv4_1/linear/bn_conv4_1/linear/scale -23330=4,3,28,28,32 0=32 1=1 5=1 6=6144 23Eltwise block_4_1 2 1 conv3_2/linear/bn_conv3_2/linear/scale_splitncnn_0 conv4_1/linear/bn_conv4_1/linear/scale block_4_1 -23330=4,3,28,28,32 0=1 24Split splitncnn_2 1 2 block_4_1 block_4_1_splitncnn_0 block_4_1_splitncnn_1 -23330=8,3,28,28,32,3,28,28,32 25Convolution conv4_2/expand 1 1 block_4_1_splitncnn_1 conv4_2/expand/bn_relu4_2/expand -23330=4,3,28,28,192 0=192 1=1 5=1 6=6144 9=1 26ConvolutionDepthWise conv4_2/dwise 1 1 conv4_2/expand/bn_relu4_2/expand conv4_2/dwise/bn_relu4_2/dwise -23330=4,3,28,28,192 0=192 1=3 4=1 5=1 6=1728 7=192 9=1 27Convolution conv4_2/linear 1 1 conv4_2/dwise/bn_relu4_2/dwise conv4_2/linear/bn_conv4_2/linear/scale -23330=4,3,28,28,32 0=32 1=1 5=1 6=6144 28Eltwise block_4_2 2 1 block_4_1_splitncnn_0 conv4_2/linear/bn_conv4_2/linear/scale block_4_2 -23330=4,3,28,28,32 0=1 29Convolution conv4_3/expand 1 1 block_4_2 conv4_3/expand/bn_relu4_3/expand -23330=4,3,28,28,192 0=192 1=1 5=1 6=6144 9=1 30ConvolutionDepthWise conv4_3/dwise 1 1 conv4_3/expand/bn_relu4_3/expand conv4_3/dwise/bn_relu4_3/dwise -23330=4,3,14,14,192 0=192 1=3 3=2 4=1 5=1 6=1728 7=192 9=1 31Convolution conv4_3/linear 1 1 conv4_3/dwise/bn_relu4_3/dwise conv4_3/linear/bn_conv4_3/linear/scale -23330=4,3,14,14,64 0=64 1=1 5=1 6=12288 32Split splitncnn_3 1 2 conv4_3/linear/bn_conv4_3/linear/scale conv4_3/linear/bn_conv4_3/linear/scale_splitncnn_0 conv4_3/linear/bn_conv4_3/linear/scale_splitncnn_1 -23330=8,3,14,14,64,3,14,14,64 33Convolution conv4_4/expand 1 1 conv4_3/linear/bn_conv4_3/linear/scale_splitncnn_1 conv4_4/expand/bn_relu4_4/expand -23330=4,3,14,14,384 0=384 1=1 5=1 6=24576 9=1 34ConvolutionDepthWise conv4_4/dwise 1 1 conv4_4/expand/bn_relu4_4/expand conv4_4/dwise/bn_relu4_4/dwise -23330=4,3,14,14,384 0=384 1=3 4=1 5=1 6=3456 7=384 9=1 35Convolution conv4_4/linear 1 1 conv4_4/dwise/bn_relu4_4/dwise conv4_4/linear/bn_conv4_4/linear/scale -23330=4,3,14,14,64 0=64 1=1 5=1 6=24576 36Eltwise block_4_4 2 1 conv4_3/linear/bn_conv4_3/linear/scale_splitncnn_0 conv4_4/linear/bn_conv4_4/linear/scale block_4_4 -23330=4,3,14,14,64 0=1 37Split splitncnn_4 1 2 block_4_4 block_4_4_splitncnn_0 block_4_4_splitncnn_1 -23330=8,3,14,14,64,3,14,14,64 38Convolution conv4_5/expand 1 1 block_4_4_splitncnn_1 conv4_5/expand/bn_relu4_5/expand -23330=4,3,14,14,384 0=384 1=1 5=1 6=24576 9=1 39ConvolutionDepthWise conv4_5/dwise 1 1 conv4_5/expand/bn_relu4_5/expand conv4_5/dwise/bn_relu4_5/dwise -23330=4,3,14,14,384 0=384 1=3 4=1 5=1 6=3456 7=384 9=1 40Convolution conv4_5/linear 1 1 conv4_5/dwise/bn_relu4_5/dwise conv4_5/linear/bn_conv4_5/linear/scale -23330=4,3,14,14,64 0=64 1=1 5=1 6=24576 41Eltwise block_4_5 2 1 block_4_4_splitncnn_0 conv4_5/linear/bn_conv4_5/linear/scale block_4_5 -23330=4,3,14,14,64 0=1 42Split splitncnn_5 1 2 block_4_5 block_4_5_splitncnn_0 block_4_5_splitncnn_1 -23330=8,3,14,14,64,3,14,14,64 43Convolution conv4_6/expand 1 1 block_4_5_splitncnn_1 conv4_6/expand/bn_relu4_6/expand -23330=4,3,14,14,384 0=384 1=1 5=1 6=24576 9=1 44ConvolutionDepthWise conv4_6/dwise 1 1 conv4_6/expand/bn_relu4_6/expand conv4_6/dwise/bn_relu4_6/dwise -23330=4,3,14,14,384 0=384 1=3 4=1 5=1 6=3456 7=384 9=1 45Convolution conv4_6/linear 1 1 conv4_6/dwise/bn_relu4_6/dwise conv4_6/linear/bn_conv4_6/linear/scale -23330=4,3,14,14,64 0=64 1=1 5=1 6=24576 46Eltwise block_4_6 2 1 block_4_5_splitncnn_0 conv4_6/linear/bn_conv4_6/linear/scale block_4_6 -23330=4,3,14,14,64 0=1 47Convolution conv4_7/expand 1 1 block_4_6 conv4_7/expand/bn_relu4_7/expand -23330=4,3,14,14,384 0=384 1=1 5=1 6=24576 9=1 48ConvolutionDepthWise conv4_7/dwise 1 1 conv4_7/expand/bn_relu4_7/expand conv4_7/dwise/bn_relu4_7/dwise -23330=4,3,14,14,384 0=384 1=3 4=1 5=1 6=3456 7=384 9=1 49Convolution conv4_7/linear 1 1 conv4_7/dwise/bn_relu4_7/dwise conv4_7/linear/bn_conv4_7/linear/scale -23330=4,3,14,14,96 0=96 1=1 5=1 6=36864 50Split splitncnn_6 1 2 conv4_7/linear/bn_conv4_7/linear/scale conv4_7/linear/bn_conv4_7/linear/scale_splitncnn_0 conv4_7/linear/bn_conv4_7/linear/scale_splitncnn_1 -23330=8,3,14,14,96,3,14,14,96 51Convolution conv5_1/expand 1 1 conv4_7/linear/bn_conv4_7/linear/scale_splitncnn_1 conv5_1/expand/bn_relu5_1/expand -23330=4,3,14,14,576 0=576 1=1 5=1 6=55296 9=1 52ConvolutionDepthWise conv5_1/dwise 1 1 conv5_1/expand/bn_relu5_1/expand conv5_1/dwise/bn_relu5_1/dwise -23330=4,3,14,14,576 0=576 1=3 4=1 5=1 6=5184 7=576 9=1 53Convolution conv5_1/linear 1 1 conv5_1/dwise/bn_relu5_1/dwise conv5_1/linear/bn_conv5_1/linear/scale -23330=4,3,14,14,96 0=96 1=1 5=1 6=55296 54Eltwise block_5_1 2 1 conv4_7/linear/bn_conv4_7/linear/scale_splitncnn_0 conv5_1/linear/bn_conv5_1/linear/scale block_5_1 -23330=4,3,14,14,96 0=1 55Split splitncnn_7 1 2 block_5_1 block_5_1_splitncnn_0 block_5_1_splitncnn_1 -23330=8,3,14,14,96,3,14,14,96 56Convolution conv5_2/expand 1 1 block_5_1_splitncnn_1 conv5_2/expand/bn_relu5_2/expand -23330=4,3,14,14,576 0=576 1=1 5=1 6=55296 9=1 57ConvolutionDepthWise conv5_2/dwise 1 1 conv5_2/expand/bn_relu5_2/expand conv5_2/dwise/bn_relu5_2/dwise -23330=4,3,14,14,576 0=576 1=3 4=1 5=1 6=5184 7=576 9=1 58Convolution conv5_2/linear 1 1 conv5_2/dwise/bn_relu5_2/dwise conv5_2/linear/bn_conv5_2/linear/scale -23330=4,3,14,14,96 0=96 1=1 5=1 6=55296 59Eltwise block_5_2 2 1 block_5_1_splitncnn_0 conv5_2/linear/bn_conv5_2/linear/scale block_5_2 -23330=4,3,14,14,96 0=1 60Convolution conv5_3/expand 1 1 block_5_2 conv5_3/expand/bn_relu5_3/expand -23330=4,3,14,14,576 0=576 1=1 5=1 6=55296 9=1 61ConvolutionDepthWise conv5_3/dwise 1 1 conv5_3/expand/bn_relu5_3/expand conv5_3/dwise/bn_relu5_3/dwise -23330=4,3,7,7,576 0=576 1=3 3=2 4=1 5=1 6=5184 7=576 9=1 62Convolution conv5_3/linear 1 1 conv5_3/dwise/bn_relu5_3/dwise conv5_3/linear/bn_conv5_3/linear/scale -23330=4,3,7,7,160 0=160 1=1 5=1 6=92160 63Split splitncnn_8 1 2 conv5_3/linear/bn_conv5_3/linear/scale conv5_3/linear/bn_conv5_3/linear/scale_splitncnn_0 conv5_3/linear/bn_conv5_3/linear/scale_splitncnn_1 -23330=8,3,7,7,160,3,7,7,160 64Convolution conv6_1/expand 1 1 conv5_3/linear/bn_conv5_3/linear/scale_splitncnn_1 conv6_1/expand/bn_relu6_1/expand -23330=4,3,7,7,960 0=960 1=1 5=1 6=153600 9=1 65ConvolutionDepthWise conv6_1/dwise 1 1 conv6_1/expand/bn_relu6_1/expand conv6_1/dwise/bn_relu6_1/dwise -23330=4,3,7,7,960 0=960 1=3 4=1 5=1 6=8640 7=960 9=1 66Convolution conv6_1/linear 1 1 conv6_1/dwise/bn_relu6_1/dwise conv6_1/linear/bn_conv6_1/linear/scale -23330=4,3,7,7,160 0=160 1=1 5=1 6=153600 67Eltwise block_6_1 2 1 conv5_3/linear/bn_conv5_3/linear/scale_splitncnn_0 conv6_1/linear/bn_conv6_1/linear/scale block_6_1 -23330=4,3,7,7,160 0=1 68Split splitncnn_9 1 2 block_6_1 block_6_1_splitncnn_0 block_6_1_splitncnn_1 -23330=8,3,7,7,160,3,7,7,160 69Convolution conv6_2/expand 1 1 block_6_1_splitncnn_1 conv6_2/expand/bn_relu6_2/expand -23330=4,3,7,7,960 0=960 1=1 5=1 6=153600 9=1 70ConvolutionDepthWise conv6_2/dwise 1 1 conv6_2/expand/bn_relu6_2/expand conv6_2/dwise/bn_relu6_2/dwise -23330=4,3,7,7,960 0=960 1=3 4=1 5=1 6=8640 7=960 9=1 71Convolution conv6_2/linear 1 1 conv6_2/dwise/bn_relu6_2/dwise conv6_2/linear/bn_conv6_2/linear/scale -23330=4,3,7,7,160 0=160 1=1 5=1 6=153600 72Eltwise block_6_2 2 1 block_6_1_splitncnn_0 conv6_2/linear/bn_conv6_2/linear/scale block_6_2 -23330=4,3,7,7,160 0=1 73Convolution conv6_3/expand 1 1 block_6_2 conv6_3/expand/bn_relu6_3/expand -23330=4,3,7,7,960 0=960 1=1 5=1 6=153600 9=1 74ConvolutionDepthWise conv6_3/dwise 1 1 conv6_3/expand/bn_relu6_3/expand conv6_3/dwise/bn_relu6_3/dwise -23330=4,3,7,7,960 0=960 1=3 4=1 5=1 6=8640 7=960 9=1 75Convolution conv6_3/linear 1 1 conv6_3/dwise/bn_relu6_3/dwise conv6_3/linear/bn_conv6_3/linear/scale -23330=4,3,7,7,320 0=320 1=1 5=1 6=307200 76Convolution conv6_4 1 1 conv6_3/linear/bn_conv6_3/linear/scale conv6_4/bn_relu6_4 -23330=4,3,7,7,1280 0=1280 1=1 5=1 6=409600 9=1 77Pooling pool6 1 1 conv6_4/bn_relu6_4 pool6 -23330=4,1,1280,1,1 0=1 4=1 78InnerProduct fc7 1 1 pool6 fc7 -23330=4,1,1000,1,1 0=1000 1=1 2=1280000 79Softmax prob 1 1 fc7 output -23330=4,1,1000,1,1 80