nihui
7 years ago
16 changed files with 1049 additions and 2034 deletions
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+16 -25benchmark/alexnet.param
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+95 -153benchmark/googlenet.param
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+78 -165benchmark/mnasnet.param
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+32 -59benchmark/mobilenet.param
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+93 -128benchmark/mobilenet_ssd.param
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+78 -220benchmark/mobilenet_v2.param
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+40 -133benchmark/mobilenet_yolo.param
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+43 -76benchmark/mobilenet_yolov3.param
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+93 -195benchmark/proxylessnasnet.param
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+51 -102benchmark/resnet18.param
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+107 -246benchmark/resnet50.param
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+120 -235benchmark/shufflenet.param
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+49 -76benchmark/squeezenet.param
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+120 -180benchmark/squeezenet_ssd.param
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+26 -41benchmark/vgg16.param
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+8 -0tools/CMakeLists.txt
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benchmark/alexnet.param
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| @@ -1,26 +1,17 @@ | |||
| 7767517 | |||
| 24 24 | |||
| Input data 0 1 data 0=227 1=227 2=3 | |||
| Convolution conv1 1 1 data conv1 0=96 1=11 2=1 3=4 4=0 5=1 6=34848 | |||
| ReLU relu1 1 1 conv1 conv1_relu1 | |||
| LRN norm1 1 1 conv1_relu1 norm1 0=0 1=5 2=0.000100 3=0.750000 | |||
| Pooling pool1 1 1 norm1 pool1 0=0 1=3 2=2 3=0 4=0 | |||
| ConvolutionDepthWise conv2 1 1 pool1 conv2 0=256 1=5 2=1 3=1 4=2 5=1 6=307200 7=2 | |||
| ReLU relu2 1 1 conv2 conv2_relu2 | |||
| LRN norm2 1 1 conv2_relu2 norm2 0=0 1=5 2=0.000100 3=0.750000 | |||
| Pooling pool2 1 1 norm2 pool2 0=0 1=3 2=2 3=0 4=0 | |||
| Convolution conv3 1 1 pool2 conv3 0=384 1=3 2=1 3=1 4=1 5=1 6=884736 | |||
| ReLU relu3 1 1 conv3 conv3_relu3 | |||
| ConvolutionDepthWise conv4 1 1 conv3_relu3 conv4 0=384 1=3 2=1 3=1 4=1 5=1 6=663552 7=2 | |||
| ReLU relu4 1 1 conv4 conv4_relu4 | |||
| ConvolutionDepthWise conv5 1 1 conv4_relu4 conv5 0=256 1=3 2=1 3=1 4=1 5=1 6=442368 7=2 | |||
| ReLU relu5 1 1 conv5 conv5_relu5 | |||
| Pooling pool5 1 1 conv5_relu5 pool5 0=0 1=3 2=2 3=0 4=0 | |||
| InnerProduct fc6 1 1 pool5 fc6 0=4096 1=1 2=37748736 | |||
| ReLU relu6 1 1 fc6 fc6_relu6 | |||
| Dropout drop6 1 1 fc6_relu6 fc6_drop6 | |||
| InnerProduct fc7 1 1 fc6_drop6 fc7 0=4096 1=1 2=16777216 | |||
| ReLU relu7 1 1 fc7 fc7_relu7 | |||
| Dropout drop7 1 1 fc7_relu7 fc7_drop7 | |||
| InnerProduct fc8 1 1 fc7_drop7 fc8 0=1000 1=1 2=4096000 | |||
| Softmax prob 1 1 fc8 prob 0=0 | |||
| 15 15 | |||
| Input data 0 1 data 0=227 1=227 2=3 | |||
| Convolution conv1 1 1 data conv1_relu1 0=96 1=11 3=4 5=1 6=34848 9=1 | |||
| LRN norm1 1 1 conv1_relu1 norm1 2=0.000100 | |||
| Pooling pool1 1 1 norm1 pool1 1=3 2=2 | |||
| ConvolutionDepthWise conv2 1 1 pool1 conv2_relu2 0=256 1=5 4=2 5=1 6=307200 7=2 9=1 | |||
| LRN norm2 1 1 conv2_relu2 norm2 2=0.000100 | |||
| Pooling pool2 1 1 norm2 pool2 1=3 2=2 | |||
| Convolution conv3 1 1 pool2 conv3_relu3 0=384 1=3 4=1 5=1 6=884736 9=1 | |||
| ConvolutionDepthWise conv4 1 1 conv3_relu3 conv4_relu4 0=384 1=3 4=1 5=1 6=663552 7=2 9=1 | |||
| ConvolutionDepthWise conv5 1 1 conv4_relu4 conv5_relu5 0=256 1=3 4=1 5=1 6=442368 7=2 9=1 | |||
| Pooling pool5 1 1 conv5_relu5 pool5 1=3 2=2 | |||
| InnerProduct fc6 1 1 pool5 fc6_drop6 0=4096 1=1 2=37748736 9=1 | |||
| InnerProduct fc7 1 1 fc6_drop6 fc7_drop7 0=4096 1=1 2=16777216 9=1 | |||
| InnerProduct fc8 1 1 fc7_drop7 fc8 0=1000 1=1 2=4096000 | |||
| Softmax prob 1 1 fc8 prob | |||
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benchmark/googlenet.param
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| @@ -1,154 +1,96 @@ | |||
| 7767517 | |||
| 152 179 | |||
| Input data 0 1 data 0=3 1=224 2=224 | |||
| Convolution conv1/7x7_s2 1 1 data conv1/7x7_s2 0=64 1=7 2=1 3=2 4=3 5=1 6=9408 | |||
| ReLU conv1/relu_7x7 1 1 conv1/7x7_s2 conv1/7x7_s2_conv1/relu_7x7 | |||
| Pooling pool1/3x3_s2 1 1 conv1/7x7_s2_conv1/relu_7x7 pool1/3x3_s2 0=0 1=3 2=2 3=0 4=0 | |||
| LRN pool1/norm1 1 1 pool1/3x3_s2 pool1/norm1 0=0 1=5 2=0.000100 3=0.750000 | |||
| Convolution conv2/3x3_reduce 1 1 pool1/norm1 conv2/3x3_reduce 0=64 1=1 2=1 3=1 4=0 5=1 6=4096 | |||
| ReLU conv2/relu_3x3_reduce 1 1 conv2/3x3_reduce conv2/3x3_reduce_conv2/relu_3x3_reduce | |||
| Convolution conv2/3x3 1 1 conv2/3x3_reduce_conv2/relu_3x3_reduce conv2/3x3 0=192 1=3 2=1 3=1 4=1 5=1 6=110592 | |||
| ReLU conv2/relu_3x3 1 1 conv2/3x3 conv2/3x3_conv2/relu_3x3 | |||
| LRN conv2/norm2 1 1 conv2/3x3_conv2/relu_3x3 conv2/norm2 0=0 1=5 2=0.000100 3=0.750000 | |||
| Pooling pool2/3x3_s2 1 1 conv2/norm2 pool2/3x3_s2 0=0 1=3 2=2 3=0 4=0 | |||
| Split splitncnn_0 1 4 pool2/3x3_s2 pool2/3x3_s2_splitncnn_0 pool2/3x3_s2_splitncnn_1 pool2/3x3_s2_splitncnn_2 pool2/3x3_s2_splitncnn_3 | |||
| Convolution inception_3a/1x1 1 1 pool2/3x3_s2_splitncnn_3 inception_3a/1x1 0=64 1=1 2=1 3=1 4=0 5=1 6=12288 | |||
| ReLU inception_3a/relu_1x1 1 1 inception_3a/1x1 inception_3a/1x1_inception_3a/relu_1x1 | |||
| Convolution inception_3a/3x3_reduce 1 1 pool2/3x3_s2_splitncnn_2 inception_3a/3x3_reduce 0=96 1=1 2=1 3=1 4=0 5=1 6=18432 | |||
| ReLU inception_3a/relu_3x3_reduce 1 1 inception_3a/3x3_reduce inception_3a/3x3_reduce_inception_3a/relu_3x3_reduce | |||
| Convolution inception_3a/3x3 1 1 inception_3a/3x3_reduce_inception_3a/relu_3x3_reduce inception_3a/3x3 0=128 1=3 2=1 3=1 4=1 5=1 6=110592 | |||
| ReLU inception_3a/relu_3x3 1 1 inception_3a/3x3 inception_3a/3x3_inception_3a/relu_3x3 | |||
| Convolution inception_3a/5x5_reduce 1 1 pool2/3x3_s2_splitncnn_1 inception_3a/5x5_reduce 0=16 1=1 2=1 3=1 4=0 5=1 6=3072 | |||
| ReLU inception_3a/relu_5x5_reduce 1 1 inception_3a/5x5_reduce inception_3a/5x5_reduce_inception_3a/relu_5x5_reduce | |||
| Convolution inception_3a/5x5 1 1 inception_3a/5x5_reduce_inception_3a/relu_5x5_reduce inception_3a/5x5 0=32 1=5 2=1 3=1 4=2 5=1 6=12800 | |||
| ReLU inception_3a/relu_5x5 1 1 inception_3a/5x5 inception_3a/5x5_inception_3a/relu_5x5 | |||
| Pooling inception_3a/pool 1 1 pool2/3x3_s2_splitncnn_0 inception_3a/pool 0=0 1=3 2=1 3=1 4=0 | |||
| Convolution inception_3a/pool_proj 1 1 inception_3a/pool inception_3a/pool_proj 0=32 1=1 2=1 3=1 4=0 5=1 6=6144 | |||
| ReLU inception_3a/relu_pool_proj 1 1 inception_3a/pool_proj inception_3a/pool_proj_inception_3a/relu_pool_proj | |||
| Concat inception_3a/output 4 1 inception_3a/1x1_inception_3a/relu_1x1 inception_3a/3x3_inception_3a/relu_3x3 inception_3a/5x5_inception_3a/relu_5x5 inception_3a/pool_proj_inception_3a/relu_pool_proj inception_3a/output 0=0 | |||
| Split splitncnn_1 1 4 inception_3a/output inception_3a/output_splitncnn_0 inception_3a/output_splitncnn_1 inception_3a/output_splitncnn_2 inception_3a/output_splitncnn_3 | |||
| Convolution inception_3b/1x1 1 1 inception_3a/output_splitncnn_3 inception_3b/1x1 0=128 1=1 2=1 3=1 4=0 5=1 6=32768 | |||
| ReLU inception_3b/relu_1x1 1 1 inception_3b/1x1 inception_3b/1x1_inception_3b/relu_1x1 | |||
| Convolution inception_3b/3x3_reduce 1 1 inception_3a/output_splitncnn_2 inception_3b/3x3_reduce 0=128 1=1 2=1 3=1 4=0 5=1 6=32768 | |||
| ReLU inception_3b/relu_3x3_reduce 1 1 inception_3b/3x3_reduce inception_3b/3x3_reduce_inception_3b/relu_3x3_reduce | |||
| Convolution inception_3b/3x3 1 1 inception_3b/3x3_reduce_inception_3b/relu_3x3_reduce inception_3b/3x3 0=192 1=3 2=1 3=1 4=1 5=1 6=221184 | |||
| ReLU inception_3b/relu_3x3 1 1 inception_3b/3x3 inception_3b/3x3_inception_3b/relu_3x3 | |||
| Convolution inception_3b/5x5_reduce 1 1 inception_3a/output_splitncnn_1 inception_3b/5x5_reduce 0=32 1=1 2=1 3=1 4=0 5=1 6=8192 | |||
| ReLU inception_3b/relu_5x5_reduce 1 1 inception_3b/5x5_reduce inception_3b/5x5_reduce_inception_3b/relu_5x5_reduce | |||
| Convolution inception_3b/5x5 1 1 inception_3b/5x5_reduce_inception_3b/relu_5x5_reduce inception_3b/5x5 0=96 1=5 2=1 3=1 4=2 5=1 6=76800 | |||
| ReLU inception_3b/relu_5x5 1 1 inception_3b/5x5 inception_3b/5x5_inception_3b/relu_5x5 | |||
| Pooling inception_3b/pool 1 1 inception_3a/output_splitncnn_0 inception_3b/pool 0=0 1=3 2=1 3=1 4=0 | |||
| Convolution inception_3b/pool_proj 1 1 inception_3b/pool inception_3b/pool_proj 0=64 1=1 2=1 3=1 4=0 5=1 6=16384 | |||
| ReLU inception_3b/relu_pool_proj 1 1 inception_3b/pool_proj inception_3b/pool_proj_inception_3b/relu_pool_proj | |||
| Concat inception_3b/output 4 1 inception_3b/1x1_inception_3b/relu_1x1 inception_3b/3x3_inception_3b/relu_3x3 inception_3b/5x5_inception_3b/relu_5x5 inception_3b/pool_proj_inception_3b/relu_pool_proj inception_3b/output 0=0 | |||
| Pooling pool3/3x3_s2 1 1 inception_3b/output pool3/3x3_s2 0=0 1=3 2=2 3=0 4=0 | |||
| Split splitncnn_2 1 4 pool3/3x3_s2 pool3/3x3_s2_splitncnn_0 pool3/3x3_s2_splitncnn_1 pool3/3x3_s2_splitncnn_2 pool3/3x3_s2_splitncnn_3 | |||
| Convolution inception_4a/1x1 1 1 pool3/3x3_s2_splitncnn_3 inception_4a/1x1 0=192 1=1 2=1 3=1 4=0 5=1 6=92160 | |||
| ReLU inception_4a/relu_1x1 1 1 inception_4a/1x1 inception_4a/1x1_inception_4a/relu_1x1 | |||
| Convolution inception_4a/3x3_reduce 1 1 pool3/3x3_s2_splitncnn_2 inception_4a/3x3_reduce 0=96 1=1 2=1 3=1 4=0 5=1 6=46080 | |||
| ReLU inception_4a/relu_3x3_reduce 1 1 inception_4a/3x3_reduce inception_4a/3x3_reduce_inception_4a/relu_3x3_reduce | |||
| Convolution inception_4a/3x3 1 1 inception_4a/3x3_reduce_inception_4a/relu_3x3_reduce inception_4a/3x3 0=208 1=3 2=1 3=1 4=1 5=1 6=179712 | |||
| ReLU inception_4a/relu_3x3 1 1 inception_4a/3x3 inception_4a/3x3_inception_4a/relu_3x3 | |||
| Convolution inception_4a/5x5_reduce 1 1 pool3/3x3_s2_splitncnn_1 inception_4a/5x5_reduce 0=16 1=1 2=1 3=1 4=0 5=1 6=7680 | |||
| ReLU inception_4a/relu_5x5_reduce 1 1 inception_4a/5x5_reduce inception_4a/5x5_reduce_inception_4a/relu_5x5_reduce | |||
| Convolution inception_4a/5x5 1 1 inception_4a/5x5_reduce_inception_4a/relu_5x5_reduce inception_4a/5x5 0=48 1=5 2=1 3=1 4=2 5=1 6=19200 | |||
| ReLU inception_4a/relu_5x5 1 1 inception_4a/5x5 inception_4a/5x5_inception_4a/relu_5x5 | |||
| Pooling inception_4a/pool 1 1 pool3/3x3_s2_splitncnn_0 inception_4a/pool 0=0 1=3 2=1 3=1 4=0 | |||
| Convolution inception_4a/pool_proj 1 1 inception_4a/pool inception_4a/pool_proj 0=64 1=1 2=1 3=1 4=0 5=1 6=30720 | |||
| ReLU inception_4a/relu_pool_proj 1 1 inception_4a/pool_proj inception_4a/pool_proj_inception_4a/relu_pool_proj | |||
| Concat inception_4a/output 4 1 inception_4a/1x1_inception_4a/relu_1x1 inception_4a/3x3_inception_4a/relu_3x3 inception_4a/5x5_inception_4a/relu_5x5 inception_4a/pool_proj_inception_4a/relu_pool_proj inception_4a/output 0=0 | |||
| Split splitncnn_3 1 4 inception_4a/output inception_4a/output_splitncnn_0 inception_4a/output_splitncnn_1 inception_4a/output_splitncnn_2 inception_4a/output_splitncnn_3 | |||
| Convolution inception_4b/1x1 1 1 inception_4a/output_splitncnn_3 inception_4b/1x1 0=160 1=1 2=1 3=1 4=0 5=1 6=81920 | |||
| ReLU inception_4b/relu_1x1 1 1 inception_4b/1x1 inception_4b/1x1_inception_4b/relu_1x1 | |||
| Convolution inception_4b/3x3_reduce 1 1 inception_4a/output_splitncnn_2 inception_4b/3x3_reduce 0=112 1=1 2=1 3=1 4=0 5=1 6=57344 | |||
| ReLU inception_4b/relu_3x3_reduce 1 1 inception_4b/3x3_reduce inception_4b/3x3_reduce_inception_4b/relu_3x3_reduce | |||
| Convolution inception_4b/3x3 1 1 inception_4b/3x3_reduce_inception_4b/relu_3x3_reduce inception_4b/3x3 0=224 1=3 2=1 3=1 4=1 5=1 6=225792 | |||
| ReLU inception_4b/relu_3x3 1 1 inception_4b/3x3 inception_4b/3x3_inception_4b/relu_3x3 | |||
| Convolution inception_4b/5x5_reduce 1 1 inception_4a/output_splitncnn_1 inception_4b/5x5_reduce 0=24 1=1 2=1 3=1 4=0 5=1 6=12288 | |||
| ReLU inception_4b/relu_5x5_reduce 1 1 inception_4b/5x5_reduce inception_4b/5x5_reduce_inception_4b/relu_5x5_reduce | |||
| Convolution inception_4b/5x5 1 1 inception_4b/5x5_reduce_inception_4b/relu_5x5_reduce inception_4b/5x5 0=64 1=5 2=1 3=1 4=2 5=1 6=38400 | |||
| ReLU inception_4b/relu_5x5 1 1 inception_4b/5x5 inception_4b/5x5_inception_4b/relu_5x5 | |||
| Pooling inception_4b/pool 1 1 inception_4a/output_splitncnn_0 inception_4b/pool 0=0 1=3 2=1 3=1 4=0 | |||
| Convolution inception_4b/pool_proj 1 1 inception_4b/pool inception_4b/pool_proj 0=64 1=1 2=1 3=1 4=0 5=1 6=32768 | |||
| ReLU inception_4b/relu_pool_proj 1 1 inception_4b/pool_proj inception_4b/pool_proj_inception_4b/relu_pool_proj | |||
| Concat inception_4b/output 4 1 inception_4b/1x1_inception_4b/relu_1x1 inception_4b/3x3_inception_4b/relu_3x3 inception_4b/5x5_inception_4b/relu_5x5 inception_4b/pool_proj_inception_4b/relu_pool_proj inception_4b/output 0=0 | |||
| Split splitncnn_4 1 4 inception_4b/output inception_4b/output_splitncnn_0 inception_4b/output_splitncnn_1 inception_4b/output_splitncnn_2 inception_4b/output_splitncnn_3 | |||
| Convolution inception_4c/1x1 1 1 inception_4b/output_splitncnn_3 inception_4c/1x1 0=128 1=1 2=1 3=1 4=0 5=1 6=65536 | |||
| ReLU inception_4c/relu_1x1 1 1 inception_4c/1x1 inception_4c/1x1_inception_4c/relu_1x1 | |||
| Convolution inception_4c/3x3_reduce 1 1 inception_4b/output_splitncnn_2 inception_4c/3x3_reduce 0=128 1=1 2=1 3=1 4=0 5=1 6=65536 | |||
| ReLU inception_4c/relu_3x3_reduce 1 1 inception_4c/3x3_reduce inception_4c/3x3_reduce_inception_4c/relu_3x3_reduce | |||
| Convolution inception_4c/3x3 1 1 inception_4c/3x3_reduce_inception_4c/relu_3x3_reduce inception_4c/3x3 0=256 1=3 2=1 3=1 4=1 5=1 6=294912 | |||
| ReLU inception_4c/relu_3x3 1 1 inception_4c/3x3 inception_4c/3x3_inception_4c/relu_3x3 | |||
| Convolution inception_4c/5x5_reduce 1 1 inception_4b/output_splitncnn_1 inception_4c/5x5_reduce 0=24 1=1 2=1 3=1 4=0 5=1 6=12288 | |||
| ReLU inception_4c/relu_5x5_reduce 1 1 inception_4c/5x5_reduce inception_4c/5x5_reduce_inception_4c/relu_5x5_reduce | |||
| Convolution inception_4c/5x5 1 1 inception_4c/5x5_reduce_inception_4c/relu_5x5_reduce inception_4c/5x5 0=64 1=5 2=1 3=1 4=2 5=1 6=38400 | |||
| ReLU inception_4c/relu_5x5 1 1 inception_4c/5x5 inception_4c/5x5_inception_4c/relu_5x5 | |||
| Pooling inception_4c/pool 1 1 inception_4b/output_splitncnn_0 inception_4c/pool 0=0 1=3 2=1 3=1 4=0 | |||
| Convolution inception_4c/pool_proj 1 1 inception_4c/pool inception_4c/pool_proj 0=64 1=1 2=1 3=1 4=0 5=1 6=32768 | |||
| ReLU inception_4c/relu_pool_proj 1 1 inception_4c/pool_proj inception_4c/pool_proj_inception_4c/relu_pool_proj | |||
| Concat inception_4c/output 4 1 inception_4c/1x1_inception_4c/relu_1x1 inception_4c/3x3_inception_4c/relu_3x3 inception_4c/5x5_inception_4c/relu_5x5 inception_4c/pool_proj_inception_4c/relu_pool_proj inception_4c/output 0=0 | |||
| Split splitncnn_5 1 4 inception_4c/output inception_4c/output_splitncnn_0 inception_4c/output_splitncnn_1 inception_4c/output_splitncnn_2 inception_4c/output_splitncnn_3 | |||
| Convolution inception_4d/1x1 1 1 inception_4c/output_splitncnn_3 inception_4d/1x1 0=112 1=1 2=1 3=1 4=0 5=1 6=57344 | |||
| ReLU inception_4d/relu_1x1 1 1 inception_4d/1x1 inception_4d/1x1_inception_4d/relu_1x1 | |||
| Convolution inception_4d/3x3_reduce 1 1 inception_4c/output_splitncnn_2 inception_4d/3x3_reduce 0=144 1=1 2=1 3=1 4=0 5=1 6=73728 | |||
| ReLU inception_4d/relu_3x3_reduce 1 1 inception_4d/3x3_reduce inception_4d/3x3_reduce_inception_4d/relu_3x3_reduce | |||
| Convolution inception_4d/3x3 1 1 inception_4d/3x3_reduce_inception_4d/relu_3x3_reduce inception_4d/3x3 0=288 1=3 2=1 3=1 4=1 5=1 6=373248 | |||
| ReLU inception_4d/relu_3x3 1 1 inception_4d/3x3 inception_4d/3x3_inception_4d/relu_3x3 | |||
| Convolution inception_4d/5x5_reduce 1 1 inception_4c/output_splitncnn_1 inception_4d/5x5_reduce 0=32 1=1 2=1 3=1 4=0 5=1 6=16384 | |||
| ReLU inception_4d/relu_5x5_reduce 1 1 inception_4d/5x5_reduce inception_4d/5x5_reduce_inception_4d/relu_5x5_reduce | |||
| Convolution inception_4d/5x5 1 1 inception_4d/5x5_reduce_inception_4d/relu_5x5_reduce inception_4d/5x5 0=64 1=5 2=1 3=1 4=2 5=1 6=51200 | |||
| ReLU inception_4d/relu_5x5 1 1 inception_4d/5x5 inception_4d/5x5_inception_4d/relu_5x5 | |||
| Pooling inception_4d/pool 1 1 inception_4c/output_splitncnn_0 inception_4d/pool 0=0 1=3 2=1 3=1 4=0 | |||
| Convolution inception_4d/pool_proj 1 1 inception_4d/pool inception_4d/pool_proj 0=64 1=1 2=1 3=1 4=0 5=1 6=32768 | |||
| ReLU inception_4d/relu_pool_proj 1 1 inception_4d/pool_proj inception_4d/pool_proj_inception_4d/relu_pool_proj | |||
| Concat inception_4d/output 4 1 inception_4d/1x1_inception_4d/relu_1x1 inception_4d/3x3_inception_4d/relu_3x3 inception_4d/5x5_inception_4d/relu_5x5 inception_4d/pool_proj_inception_4d/relu_pool_proj inception_4d/output 0=0 | |||
| Split splitncnn_6 1 4 inception_4d/output inception_4d/output_splitncnn_0 inception_4d/output_splitncnn_1 inception_4d/output_splitncnn_2 inception_4d/output_splitncnn_3 | |||
| Convolution inception_4e/1x1 1 1 inception_4d/output_splitncnn_3 inception_4e/1x1 0=256 1=1 2=1 3=1 4=0 5=1 6=135168 | |||
| ReLU inception_4e/relu_1x1 1 1 inception_4e/1x1 inception_4e/1x1_inception_4e/relu_1x1 | |||
| Convolution inception_4e/3x3_reduce 1 1 inception_4d/output_splitncnn_2 inception_4e/3x3_reduce 0=160 1=1 2=1 3=1 4=0 5=1 6=84480 | |||
| ReLU inception_4e/relu_3x3_reduce 1 1 inception_4e/3x3_reduce inception_4e/3x3_reduce_inception_4e/relu_3x3_reduce | |||
| Convolution inception_4e/3x3 1 1 inception_4e/3x3_reduce_inception_4e/relu_3x3_reduce inception_4e/3x3 0=320 1=3 2=1 3=1 4=1 5=1 6=460800 | |||
| ReLU inception_4e/relu_3x3 1 1 inception_4e/3x3 inception_4e/3x3_inception_4e/relu_3x3 | |||
| Convolution inception_4e/5x5_reduce 1 1 inception_4d/output_splitncnn_1 inception_4e/5x5_reduce 0=32 1=1 2=1 3=1 4=0 5=1 6=16896 | |||
| ReLU inception_4e/relu_5x5_reduce 1 1 inception_4e/5x5_reduce inception_4e/5x5_reduce_inception_4e/relu_5x5_reduce | |||
| Convolution inception_4e/5x5 1 1 inception_4e/5x5_reduce_inception_4e/relu_5x5_reduce inception_4e/5x5 0=128 1=5 2=1 3=1 4=2 5=1 6=102400 | |||
| ReLU inception_4e/relu_5x5 1 1 inception_4e/5x5 inception_4e/5x5_inception_4e/relu_5x5 | |||
| Pooling inception_4e/pool 1 1 inception_4d/output_splitncnn_0 inception_4e/pool 0=0 1=3 2=1 3=1 4=0 | |||
| Convolution inception_4e/pool_proj 1 1 inception_4e/pool inception_4e/pool_proj 0=128 1=1 2=1 3=1 4=0 5=1 6=67584 | |||
| ReLU inception_4e/relu_pool_proj 1 1 inception_4e/pool_proj inception_4e/pool_proj_inception_4e/relu_pool_proj | |||
| Concat inception_4e/output 4 1 inception_4e/1x1_inception_4e/relu_1x1 inception_4e/3x3_inception_4e/relu_3x3 inception_4e/5x5_inception_4e/relu_5x5 inception_4e/pool_proj_inception_4e/relu_pool_proj inception_4e/output 0=0 | |||
| Pooling pool4/3x3_s2 1 1 inception_4e/output pool4/3x3_s2 0=0 1=3 2=2 3=0 4=0 | |||
| Split splitncnn_7 1 4 pool4/3x3_s2 pool4/3x3_s2_splitncnn_0 pool4/3x3_s2_splitncnn_1 pool4/3x3_s2_splitncnn_2 pool4/3x3_s2_splitncnn_3 | |||
| Convolution inception_5a/1x1 1 1 pool4/3x3_s2_splitncnn_3 inception_5a/1x1 0=256 1=1 2=1 3=1 4=0 5=1 6=212992 | |||
| ReLU inception_5a/relu_1x1 1 1 inception_5a/1x1 inception_5a/1x1_inception_5a/relu_1x1 | |||
| Convolution inception_5a/3x3_reduce 1 1 pool4/3x3_s2_splitncnn_2 inception_5a/3x3_reduce 0=160 1=1 2=1 3=1 4=0 5=1 6=133120 | |||
| ReLU inception_5a/relu_3x3_reduce 1 1 inception_5a/3x3_reduce inception_5a/3x3_reduce_inception_5a/relu_3x3_reduce | |||
| Convolution inception_5a/3x3 1 1 inception_5a/3x3_reduce_inception_5a/relu_3x3_reduce inception_5a/3x3 0=320 1=3 2=1 3=1 4=1 5=1 6=460800 | |||
| ReLU inception_5a/relu_3x3 1 1 inception_5a/3x3 inception_5a/3x3_inception_5a/relu_3x3 | |||
| Convolution inception_5a/5x5_reduce 1 1 pool4/3x3_s2_splitncnn_1 inception_5a/5x5_reduce 0=32 1=1 2=1 3=1 4=0 5=1 6=26624 | |||
| ReLU inception_5a/relu_5x5_reduce 1 1 inception_5a/5x5_reduce inception_5a/5x5_reduce_inception_5a/relu_5x5_reduce | |||
| Convolution inception_5a/5x5 1 1 inception_5a/5x5_reduce_inception_5a/relu_5x5_reduce inception_5a/5x5 0=128 1=5 2=1 3=1 4=2 5=1 6=102400 | |||
| ReLU inception_5a/relu_5x5 1 1 inception_5a/5x5 inception_5a/5x5_inception_5a/relu_5x5 | |||
| Pooling inception_5a/pool 1 1 pool4/3x3_s2_splitncnn_0 inception_5a/pool 0=0 1=3 2=1 3=1 4=0 | |||
| Convolution inception_5a/pool_proj 1 1 inception_5a/pool inception_5a/pool_proj 0=128 1=1 2=1 3=1 4=0 5=1 6=106496 | |||
| ReLU inception_5a/relu_pool_proj 1 1 inception_5a/pool_proj inception_5a/pool_proj_inception_5a/relu_pool_proj | |||
| Concat inception_5a/output 4 1 inception_5a/1x1_inception_5a/relu_1x1 inception_5a/3x3_inception_5a/relu_3x3 inception_5a/5x5_inception_5a/relu_5x5 inception_5a/pool_proj_inception_5a/relu_pool_proj inception_5a/output 0=0 | |||
| Split splitncnn_8 1 4 inception_5a/output inception_5a/output_splitncnn_0 inception_5a/output_splitncnn_1 inception_5a/output_splitncnn_2 inception_5a/output_splitncnn_3 | |||
| Convolution inception_5b/1x1 1 1 inception_5a/output_splitncnn_3 inception_5b/1x1 0=384 1=1 2=1 3=1 4=0 5=1 6=319488 | |||
| ReLU inception_5b/relu_1x1 1 1 inception_5b/1x1 inception_5b/1x1_inception_5b/relu_1x1 | |||
| Convolution inception_5b/3x3_reduce 1 1 inception_5a/output_splitncnn_2 inception_5b/3x3_reduce 0=192 1=1 2=1 3=1 4=0 5=1 6=159744 | |||
| ReLU inception_5b/relu_3x3_reduce 1 1 inception_5b/3x3_reduce inception_5b/3x3_reduce_inception_5b/relu_3x3_reduce | |||
| Convolution inception_5b/3x3 1 1 inception_5b/3x3_reduce_inception_5b/relu_3x3_reduce inception_5b/3x3 0=384 1=3 2=1 3=1 4=1 5=1 6=663552 | |||
| ReLU inception_5b/relu_3x3 1 1 inception_5b/3x3 inception_5b/3x3_inception_5b/relu_3x3 | |||
| Convolution inception_5b/5x5_reduce 1 1 inception_5a/output_splitncnn_1 inception_5b/5x5_reduce 0=48 1=1 2=1 3=1 4=0 5=1 6=39936 | |||
| ReLU inception_5b/relu_5x5_reduce 1 1 inception_5b/5x5_reduce inception_5b/5x5_reduce_inception_5b/relu_5x5_reduce | |||
| Convolution inception_5b/5x5 1 1 inception_5b/5x5_reduce_inception_5b/relu_5x5_reduce inception_5b/5x5 0=128 1=5 2=1 3=1 4=2 5=1 6=153600 | |||
| ReLU inception_5b/relu_5x5 1 1 inception_5b/5x5 inception_5b/5x5_inception_5b/relu_5x5 | |||
| Pooling inception_5b/pool 1 1 inception_5a/output_splitncnn_0 inception_5b/pool 0=0 1=3 2=1 3=1 4=0 | |||
| Convolution inception_5b/pool_proj 1 1 inception_5b/pool inception_5b/pool_proj 0=128 1=1 2=1 3=1 4=0 5=1 6=106496 | |||
| ReLU inception_5b/relu_pool_proj 1 1 inception_5b/pool_proj inception_5b/pool_proj_inception_5b/relu_pool_proj | |||
| Concat inception_5b/output 4 1 inception_5b/1x1_inception_5b/relu_1x1 inception_5b/3x3_inception_5b/relu_3x3 inception_5b/5x5_inception_5b/relu_5x5 inception_5b/pool_proj_inception_5b/relu_pool_proj inception_5b/output 0=0 | |||
| Pooling pool5/7x7_s1 1 1 inception_5b/output pool5/7x7_s1 0=1 1=7 2=1 3=0 4=0 | |||
| Dropout pool5/drop_7x7_s1 1 1 pool5/7x7_s1 pool5/7x7_s1_pool5/drop_7x7_s1 | |||
| InnerProduct loss3/classifier 1 1 pool5/7x7_s1_pool5/drop_7x7_s1 loss3/classifier 0=1000 1=1 2=1024000 | |||
| Softmax prob 1 1 loss3/classifier prob 0=0 | |||
| 94 121 | |||
| Input data 0 1 data 0=3 1=224 2=224 | |||
| Convolution conv1/7x7_s2 1 1 data conv1/7x7_s2_conv1/relu_7x7 0=64 1=7 3=2 4=3 5=1 6=9408 9=1 | |||
| Pooling pool1/3x3_s2 1 1 conv1/7x7_s2_conv1/relu_7x7 pool1/3x3_s2 1=3 2=2 | |||
| LRN pool1/norm1 1 1 pool1/3x3_s2 pool1/norm1 2=0.000100 | |||
| Convolution conv2/3x3_reduce 1 1 pool1/norm1 conv2/3x3_reduce_conv2/relu_3x3_reduce 0=64 1=1 5=1 6=4096 9=1 | |||
| Convolution conv2/3x3 1 1 conv2/3x3_reduce_conv2/relu_3x3_reduce conv2/3x3_conv2/relu_3x3 0=192 1=3 4=1 5=1 6=110592 9=1 | |||
| LRN conv2/norm2 1 1 conv2/3x3_conv2/relu_3x3 conv2/norm2 2=0.000100 | |||
| Pooling pool2/3x3_s2 1 1 conv2/norm2 pool2/3x3_s2 1=3 2=2 | |||
| Split splitncnn_0 1 4 pool2/3x3_s2 pool2/3x3_s2_splitncnn_0 pool2/3x3_s2_splitncnn_1 pool2/3x3_s2_splitncnn_2 pool2/3x3_s2_splitncnn_3 | |||
| Convolution inception_3a/1x1 1 1 pool2/3x3_s2_splitncnn_3 inception_3a/1x1_inception_3a/relu_1x1 0=64 1=1 5=1 6=12288 9=1 | |||
| Convolution inception_3a/3x3_reduce 1 1 pool2/3x3_s2_splitncnn_2 inception_3a/3x3_reduce_inception_3a/relu_3x3_reduce 0=96 1=1 5=1 6=18432 9=1 | |||
| Convolution inception_3a/3x3 1 1 inception_3a/3x3_reduce_inception_3a/relu_3x3_reduce inception_3a/3x3_inception_3a/relu_3x3 0=128 1=3 4=1 5=1 6=110592 9=1 | |||
| Convolution inception_3a/5x5_reduce 1 1 pool2/3x3_s2_splitncnn_1 inception_3a/5x5_reduce_inception_3a/relu_5x5_reduce 0=16 1=1 5=1 6=3072 9=1 | |||
| Convolution inception_3a/5x5 1 1 inception_3a/5x5_reduce_inception_3a/relu_5x5_reduce inception_3a/5x5_inception_3a/relu_5x5 0=32 1=5 4=2 5=1 6=12800 9=1 | |||
| Pooling inception_3a/pool 1 1 pool2/3x3_s2_splitncnn_0 inception_3a/pool 1=3 3=1 | |||
| Convolution inception_3a/pool_proj 1 1 inception_3a/pool inception_3a/pool_proj_inception_3a/relu_pool_proj 0=32 1=1 5=1 6=6144 9=1 | |||
| Concat inception_3a/output 4 1 inception_3a/1x1_inception_3a/relu_1x1 inception_3a/3x3_inception_3a/relu_3x3 inception_3a/5x5_inception_3a/relu_5x5 inception_3a/pool_proj_inception_3a/relu_pool_proj inception_3a/output | |||
| Split splitncnn_1 1 4 inception_3a/output inception_3a/output_splitncnn_0 inception_3a/output_splitncnn_1 inception_3a/output_splitncnn_2 inception_3a/output_splitncnn_3 | |||
| Convolution inception_3b/1x1 1 1 inception_3a/output_splitncnn_3 inception_3b/1x1_inception_3b/relu_1x1 0=128 1=1 5=1 6=32768 9=1 | |||
| Convolution inception_3b/3x3_reduce 1 1 inception_3a/output_splitncnn_2 inception_3b/3x3_reduce_inception_3b/relu_3x3_reduce 0=128 1=1 5=1 6=32768 9=1 | |||
| Convolution inception_3b/3x3 1 1 inception_3b/3x3_reduce_inception_3b/relu_3x3_reduce inception_3b/3x3_inception_3b/relu_3x3 0=192 1=3 4=1 5=1 6=221184 9=1 | |||
| Convolution inception_3b/5x5_reduce 1 1 inception_3a/output_splitncnn_1 inception_3b/5x5_reduce_inception_3b/relu_5x5_reduce 0=32 1=1 5=1 6=8192 9=1 | |||
| Convolution inception_3b/5x5 1 1 inception_3b/5x5_reduce_inception_3b/relu_5x5_reduce inception_3b/5x5_inception_3b/relu_5x5 0=96 1=5 4=2 5=1 6=76800 9=1 | |||
| Pooling inception_3b/pool 1 1 inception_3a/output_splitncnn_0 inception_3b/pool 1=3 3=1 | |||
| Convolution inception_3b/pool_proj 1 1 inception_3b/pool inception_3b/pool_proj_inception_3b/relu_pool_proj 0=64 1=1 5=1 6=16384 9=1 | |||
| Concat inception_3b/output 4 1 inception_3b/1x1_inception_3b/relu_1x1 inception_3b/3x3_inception_3b/relu_3x3 inception_3b/5x5_inception_3b/relu_5x5 inception_3b/pool_proj_inception_3b/relu_pool_proj inception_3b/output | |||
| Pooling pool3/3x3_s2 1 1 inception_3b/output pool3/3x3_s2 1=3 2=2 | |||
| Split splitncnn_2 1 4 pool3/3x3_s2 pool3/3x3_s2_splitncnn_0 pool3/3x3_s2_splitncnn_1 pool3/3x3_s2_splitncnn_2 pool3/3x3_s2_splitncnn_3 | |||
| Convolution inception_4a/1x1 1 1 pool3/3x3_s2_splitncnn_3 inception_4a/1x1_inception_4a/relu_1x1 0=192 1=1 5=1 6=92160 9=1 | |||
| Convolution inception_4a/3x3_reduce 1 1 pool3/3x3_s2_splitncnn_2 inception_4a/3x3_reduce_inception_4a/relu_3x3_reduce 0=96 1=1 5=1 6=46080 9=1 | |||
| Convolution inception_4a/3x3 1 1 inception_4a/3x3_reduce_inception_4a/relu_3x3_reduce inception_4a/3x3_inception_4a/relu_3x3 0=208 1=3 4=1 5=1 6=179712 9=1 | |||
| Convolution inception_4a/5x5_reduce 1 1 pool3/3x3_s2_splitncnn_1 inception_4a/5x5_reduce_inception_4a/relu_5x5_reduce 0=16 1=1 5=1 6=7680 9=1 | |||
| Convolution inception_4a/5x5 1 1 inception_4a/5x5_reduce_inception_4a/relu_5x5_reduce inception_4a/5x5_inception_4a/relu_5x5 0=48 1=5 4=2 5=1 6=19200 9=1 | |||
| Pooling inception_4a/pool 1 1 pool3/3x3_s2_splitncnn_0 inception_4a/pool 1=3 3=1 | |||
| Convolution inception_4a/pool_proj 1 1 inception_4a/pool inception_4a/pool_proj_inception_4a/relu_pool_proj 0=64 1=1 5=1 6=30720 9=1 | |||
| Concat inception_4a/output 4 1 inception_4a/1x1_inception_4a/relu_1x1 inception_4a/3x3_inception_4a/relu_3x3 inception_4a/5x5_inception_4a/relu_5x5 inception_4a/pool_proj_inception_4a/relu_pool_proj inception_4a/output | |||
| Split splitncnn_3 1 4 inception_4a/output inception_4a/output_splitncnn_0 inception_4a/output_splitncnn_1 inception_4a/output_splitncnn_2 inception_4a/output_splitncnn_3 | |||
| Convolution inception_4b/1x1 1 1 inception_4a/output_splitncnn_3 inception_4b/1x1_inception_4b/relu_1x1 0=160 1=1 5=1 6=81920 9=1 | |||
| Convolution inception_4b/3x3_reduce 1 1 inception_4a/output_splitncnn_2 inception_4b/3x3_reduce_inception_4b/relu_3x3_reduce 0=112 1=1 5=1 6=57344 9=1 | |||
| Convolution inception_4b/3x3 1 1 inception_4b/3x3_reduce_inception_4b/relu_3x3_reduce inception_4b/3x3_inception_4b/relu_3x3 0=224 1=3 4=1 5=1 6=225792 9=1 | |||
| Convolution inception_4b/5x5_reduce 1 1 inception_4a/output_splitncnn_1 inception_4b/5x5_reduce_inception_4b/relu_5x5_reduce 0=24 1=1 5=1 6=12288 9=1 | |||
| Convolution inception_4b/5x5 1 1 inception_4b/5x5_reduce_inception_4b/relu_5x5_reduce inception_4b/5x5_inception_4b/relu_5x5 0=64 1=5 4=2 5=1 6=38400 9=1 | |||
| Pooling inception_4b/pool 1 1 inception_4a/output_splitncnn_0 inception_4b/pool 1=3 3=1 | |||
| Convolution inception_4b/pool_proj 1 1 inception_4b/pool inception_4b/pool_proj_inception_4b/relu_pool_proj 0=64 1=1 5=1 6=32768 9=1 | |||
| Concat inception_4b/output 4 1 inception_4b/1x1_inception_4b/relu_1x1 inception_4b/3x3_inception_4b/relu_3x3 inception_4b/5x5_inception_4b/relu_5x5 inception_4b/pool_proj_inception_4b/relu_pool_proj inception_4b/output | |||
| Split splitncnn_4 1 4 inception_4b/output inception_4b/output_splitncnn_0 inception_4b/output_splitncnn_1 inception_4b/output_splitncnn_2 inception_4b/output_splitncnn_3 | |||
| Convolution inception_4c/1x1 1 1 inception_4b/output_splitncnn_3 inception_4c/1x1_inception_4c/relu_1x1 0=128 1=1 5=1 6=65536 9=1 | |||
| Convolution inception_4c/3x3_reduce 1 1 inception_4b/output_splitncnn_2 inception_4c/3x3_reduce_inception_4c/relu_3x3_reduce 0=128 1=1 5=1 6=65536 9=1 | |||
| Convolution inception_4c/3x3 1 1 inception_4c/3x3_reduce_inception_4c/relu_3x3_reduce inception_4c/3x3_inception_4c/relu_3x3 0=256 1=3 4=1 5=1 6=294912 9=1 | |||
| Convolution inception_4c/5x5_reduce 1 1 inception_4b/output_splitncnn_1 inception_4c/5x5_reduce_inception_4c/relu_5x5_reduce 0=24 1=1 5=1 6=12288 9=1 | |||
| Convolution inception_4c/5x5 1 1 inception_4c/5x5_reduce_inception_4c/relu_5x5_reduce inception_4c/5x5_inception_4c/relu_5x5 0=64 1=5 4=2 5=1 6=38400 9=1 | |||
| Pooling inception_4c/pool 1 1 inception_4b/output_splitncnn_0 inception_4c/pool 1=3 3=1 | |||
| Convolution inception_4c/pool_proj 1 1 inception_4c/pool inception_4c/pool_proj_inception_4c/relu_pool_proj 0=64 1=1 5=1 6=32768 9=1 | |||
| Concat inception_4c/output 4 1 inception_4c/1x1_inception_4c/relu_1x1 inception_4c/3x3_inception_4c/relu_3x3 inception_4c/5x5_inception_4c/relu_5x5 inception_4c/pool_proj_inception_4c/relu_pool_proj inception_4c/output | |||
| Split splitncnn_5 1 4 inception_4c/output inception_4c/output_splitncnn_0 inception_4c/output_splitncnn_1 inception_4c/output_splitncnn_2 inception_4c/output_splitncnn_3 | |||
| Convolution inception_4d/1x1 1 1 inception_4c/output_splitncnn_3 inception_4d/1x1_inception_4d/relu_1x1 0=112 1=1 5=1 6=57344 9=1 | |||
| Convolution inception_4d/3x3_reduce 1 1 inception_4c/output_splitncnn_2 inception_4d/3x3_reduce_inception_4d/relu_3x3_reduce 0=144 1=1 5=1 6=73728 9=1 | |||
| Convolution inception_4d/3x3 1 1 inception_4d/3x3_reduce_inception_4d/relu_3x3_reduce inception_4d/3x3_inception_4d/relu_3x3 0=288 1=3 4=1 5=1 6=373248 9=1 | |||
| Convolution inception_4d/5x5_reduce 1 1 inception_4c/output_splitncnn_1 inception_4d/5x5_reduce_inception_4d/relu_5x5_reduce 0=32 1=1 5=1 6=16384 9=1 | |||
| Convolution inception_4d/5x5 1 1 inception_4d/5x5_reduce_inception_4d/relu_5x5_reduce inception_4d/5x5_inception_4d/relu_5x5 0=64 1=5 4=2 5=1 6=51200 9=1 | |||
| Pooling inception_4d/pool 1 1 inception_4c/output_splitncnn_0 inception_4d/pool 1=3 3=1 | |||
| Convolution inception_4d/pool_proj 1 1 inception_4d/pool inception_4d/pool_proj_inception_4d/relu_pool_proj 0=64 1=1 5=1 6=32768 9=1 | |||
| Concat inception_4d/output 4 1 inception_4d/1x1_inception_4d/relu_1x1 inception_4d/3x3_inception_4d/relu_3x3 inception_4d/5x5_inception_4d/relu_5x5 inception_4d/pool_proj_inception_4d/relu_pool_proj inception_4d/output | |||
| Split splitncnn_6 1 4 inception_4d/output inception_4d/output_splitncnn_0 inception_4d/output_splitncnn_1 inception_4d/output_splitncnn_2 inception_4d/output_splitncnn_3 | |||
| Convolution inception_4e/1x1 1 1 inception_4d/output_splitncnn_3 inception_4e/1x1_inception_4e/relu_1x1 0=256 1=1 5=1 6=135168 9=1 | |||
| Convolution inception_4e/3x3_reduce 1 1 inception_4d/output_splitncnn_2 inception_4e/3x3_reduce_inception_4e/relu_3x3_reduce 0=160 1=1 5=1 6=84480 9=1 | |||
| Convolution inception_4e/3x3 1 1 inception_4e/3x3_reduce_inception_4e/relu_3x3_reduce inception_4e/3x3_inception_4e/relu_3x3 0=320 1=3 4=1 5=1 6=460800 9=1 | |||
| Convolution inception_4e/5x5_reduce 1 1 inception_4d/output_splitncnn_1 inception_4e/5x5_reduce_inception_4e/relu_5x5_reduce 0=32 1=1 5=1 6=16896 9=1 | |||
| Convolution inception_4e/5x5 1 1 inception_4e/5x5_reduce_inception_4e/relu_5x5_reduce inception_4e/5x5_inception_4e/relu_5x5 0=128 1=5 4=2 5=1 6=102400 9=1 | |||
| Pooling inception_4e/pool 1 1 inception_4d/output_splitncnn_0 inception_4e/pool 1=3 3=1 | |||
| Convolution inception_4e/pool_proj 1 1 inception_4e/pool inception_4e/pool_proj_inception_4e/relu_pool_proj 0=128 1=1 5=1 6=67584 9=1 | |||
| Concat inception_4e/output 4 1 inception_4e/1x1_inception_4e/relu_1x1 inception_4e/3x3_inception_4e/relu_3x3 inception_4e/5x5_inception_4e/relu_5x5 inception_4e/pool_proj_inception_4e/relu_pool_proj inception_4e/output | |||
| Pooling pool4/3x3_s2 1 1 inception_4e/output pool4/3x3_s2 1=3 2=2 | |||
| Split splitncnn_7 1 4 pool4/3x3_s2 pool4/3x3_s2_splitncnn_0 pool4/3x3_s2_splitncnn_1 pool4/3x3_s2_splitncnn_2 pool4/3x3_s2_splitncnn_3 | |||
| Convolution inception_5a/1x1 1 1 pool4/3x3_s2_splitncnn_3 inception_5a/1x1_inception_5a/relu_1x1 0=256 1=1 5=1 6=212992 9=1 | |||
| Convolution inception_5a/3x3_reduce 1 1 pool4/3x3_s2_splitncnn_2 inception_5a/3x3_reduce_inception_5a/relu_3x3_reduce 0=160 1=1 5=1 6=133120 9=1 | |||
| Convolution inception_5a/3x3 1 1 inception_5a/3x3_reduce_inception_5a/relu_3x3_reduce inception_5a/3x3_inception_5a/relu_3x3 0=320 1=3 4=1 5=1 6=460800 9=1 | |||
| Convolution inception_5a/5x5_reduce 1 1 pool4/3x3_s2_splitncnn_1 inception_5a/5x5_reduce_inception_5a/relu_5x5_reduce 0=32 1=1 5=1 6=26624 9=1 | |||
| Convolution inception_5a/5x5 1 1 inception_5a/5x5_reduce_inception_5a/relu_5x5_reduce inception_5a/5x5_inception_5a/relu_5x5 0=128 1=5 4=2 5=1 6=102400 9=1 | |||
| Pooling inception_5a/pool 1 1 pool4/3x3_s2_splitncnn_0 inception_5a/pool 1=3 3=1 | |||
| Convolution inception_5a/pool_proj 1 1 inception_5a/pool inception_5a/pool_proj_inception_5a/relu_pool_proj 0=128 1=1 5=1 6=106496 9=1 | |||
| Concat inception_5a/output 4 1 inception_5a/1x1_inception_5a/relu_1x1 inception_5a/3x3_inception_5a/relu_3x3 inception_5a/5x5_inception_5a/relu_5x5 inception_5a/pool_proj_inception_5a/relu_pool_proj inception_5a/output | |||
| Split splitncnn_8 1 4 inception_5a/output inception_5a/output_splitncnn_0 inception_5a/output_splitncnn_1 inception_5a/output_splitncnn_2 inception_5a/output_splitncnn_3 | |||
| Convolution inception_5b/1x1 1 1 inception_5a/output_splitncnn_3 inception_5b/1x1_inception_5b/relu_1x1 0=384 1=1 5=1 6=319488 9=1 | |||
| Convolution inception_5b/3x3_reduce 1 1 inception_5a/output_splitncnn_2 inception_5b/3x3_reduce_inception_5b/relu_3x3_reduce 0=192 1=1 5=1 6=159744 9=1 | |||
| Convolution inception_5b/3x3 1 1 inception_5b/3x3_reduce_inception_5b/relu_3x3_reduce inception_5b/3x3_inception_5b/relu_3x3 0=384 1=3 4=1 5=1 6=663552 9=1 | |||
| Convolution inception_5b/5x5_reduce 1 1 inception_5a/output_splitncnn_1 inception_5b/5x5_reduce_inception_5b/relu_5x5_reduce 0=48 1=1 5=1 6=39936 9=1 | |||
| Convolution inception_5b/5x5 1 1 inception_5b/5x5_reduce_inception_5b/relu_5x5_reduce inception_5b/5x5_inception_5b/relu_5x5 0=128 1=5 4=2 5=1 6=153600 9=1 | |||
| Pooling inception_5b/pool 1 1 inception_5a/output_splitncnn_0 inception_5b/pool 1=3 3=1 | |||
| Convolution inception_5b/pool_proj 1 1 inception_5b/pool inception_5b/pool_proj_inception_5b/relu_pool_proj 0=128 1=1 5=1 6=106496 9=1 | |||
| Concat inception_5b/output 4 1 inception_5b/1x1_inception_5b/relu_1x1 inception_5b/3x3_inception_5b/relu_3x3 inception_5b/5x5_inception_5b/relu_5x5 inception_5b/pool_proj_inception_5b/relu_pool_proj inception_5b/output | |||
| Pooling pool5/7x7_s1 1 1 inception_5b/output pool5/7x7_s1_pool5/drop_7x7_s1 0=1 1=7 | |||
| InnerProduct loss3/classifier 1 1 pool5/7x7_s1_pool5/drop_7x7_s1 loss3/classifier 0=1000 1=1 2=1024000 | |||
| Softmax prob 1 1 loss3/classifier prob | |||
+ 78
- 165
benchmark/mnasnet.param
View File
| @@ -1,166 +1,79 @@ | |||
| 7767517 | |||
| 164 174 | |||
| Input data 0 1 data | |||
| Convolution first-3x3-conv 1 1 data first-3x3-conv 0=32 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 5=0 6=864 | |||
| BatchNorm first-3x3-conv_bn 1 1 first-3x3-conv first-3x3-conv_bn 0=32 | |||
| ReLU first-3x3-conv_relu 1 1 first-3x3-conv_bn first-3x3-conv_relu | |||
| ConvolutionDepthWise A0_dw 1 1 first-3x3-conv_relu A0_dw 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=288 7=32 | |||
| BatchNorm A0_dw_bn 1 1 A0_dw A0_dw_bn 0=32 | |||
| ReLU A0_dw_relu 1 1 A0_dw_bn A0_dw_relu | |||
| Convolution A0_linear 1 1 A0_dw_relu A0_linear 0=16 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=512 | |||
| BatchNorm A0_linear_bn 1 1 A0_linear A0_linear_bn 0=16 | |||
| Convolution B0_expand 1 1 A0_linear_bn B0_expand 0=48 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=768 | |||
| BatchNorm B0_expand_bn 1 1 B0_expand B0_expand_bn 0=48 | |||
| ReLU B0_expand_relu 1 1 B0_expand_bn B0_expand_relu | |||
| ConvolutionDepthWise B0_dw 1 1 B0_expand_relu B0_dw 0=48 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 5=0 6=432 7=48 | |||
| BatchNorm B0_dw_bn 1 1 B0_dw B0_dw_bn 0=48 | |||
| ReLU B0_dw_relu 1 1 B0_dw_bn B0_dw_relu | |||
| Convolution B0_linear 1 1 B0_dw_relu B0_linear 0=24 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1152 | |||
| BatchNorm B0_linear_bn 1 1 B0_linear B0_linear_bn 0=24 | |||
| Split splitncnn_0 1 2 B0_linear_bn B0_linear_bn_splitncnn_0 B0_linear_bn_splitncnn_1 | |||
| Convolution B1_expand 1 1 B0_linear_bn_splitncnn_1 B1_expand 0=72 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1728 | |||
| BatchNorm B1_expand_bn 1 1 B1_expand B1_expand_bn 0=72 | |||
| ReLU B1_expand_relu 1 1 B1_expand_bn B1_expand_relu | |||
| ConvolutionDepthWise B1_dw 1 1 B1_expand_relu B1_dw 0=72 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=648 7=72 | |||
| BatchNorm B1_dw_bn 1 1 B1_dw B1_dw_bn 0=72 | |||
| ReLU B1_dw_relu 1 1 B1_dw_bn B1_dw_relu | |||
| Convolution B1_linear 1 1 B1_dw_relu B1_linear 0=24 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1728 | |||
| BatchNorm B1_linear_bn 1 1 B1_linear B1_linear_bn 0=24 | |||
| BinaryOp unknownncnn_0 2 1 B0_linear_bn_splitncnn_0 B1_linear_bn unknownncnn_0 0=0 | |||
| Split splitncnn_1 1 2 unknownncnn_0 unknownncnn_0_splitncnn_0 unknownncnn_0_splitncnn_1 | |||
| Convolution B2_expand 1 1 unknownncnn_0_splitncnn_1 B2_expand 0=72 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1728 | |||
| BatchNorm B2_expand_bn 1 1 B2_expand B2_expand_bn 0=72 | |||
| ReLU B2_expand_relu 1 1 B2_expand_bn B2_expand_relu | |||
| ConvolutionDepthWise B2_dw 1 1 B2_expand_relu B2_dw 0=72 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=648 7=72 | |||
| BatchNorm B2_dw_bn 1 1 B2_dw B2_dw_bn 0=72 | |||
| ReLU B2_dw_relu 1 1 B2_dw_bn B2_dw_relu | |||
| Convolution B2_linear 1 1 B2_dw_relu B2_linear 0=24 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1728 | |||
| BatchNorm B2_linear_bn 1 1 B2_linear B2_linear_bn 0=24 | |||
| BinaryOp unknownncnn_1 2 1 unknownncnn_0_splitncnn_0 B2_linear_bn unknownncnn_1 0=0 | |||
| Convolution C0_expand 1 1 unknownncnn_1 C0_expand 0=72 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1728 | |||
| BatchNorm C0_expand_bn 1 1 C0_expand C0_expand_bn 0=72 | |||
| ReLU C0_expand_relu 1 1 C0_expand_bn C0_expand_relu | |||
| ConvolutionDepthWise C0_dw 1 1 C0_expand_relu C0_dw 0=72 1=5 11=5 2=1 12=1 3=2 13=2 4=2 14=2 5=0 6=1800 7=72 | |||
| BatchNorm C0_dw_bn 1 1 C0_dw C0_dw_bn 0=72 | |||
| ReLU C0_dw_relu 1 1 C0_dw_bn C0_dw_relu | |||
| Convolution C0_linear 1 1 C0_dw_relu C0_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=2880 | |||
| BatchNorm C0_linear_bn 1 1 C0_linear C0_linear_bn 0=40 | |||
| Split splitncnn_2 1 2 C0_linear_bn C0_linear_bn_splitncnn_0 C0_linear_bn_splitncnn_1 | |||
| Convolution C1_expand 1 1 C0_linear_bn_splitncnn_1 C1_expand 0=120 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800 | |||
| BatchNorm C1_expand_bn 1 1 C1_expand C1_expand_bn 0=120 | |||
| ReLU C1_expand_relu 1 1 C1_expand_bn C1_expand_relu | |||
| ConvolutionDepthWise C1_dw 1 1 C1_expand_relu C1_dw 0=120 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=3000 7=120 | |||
| BatchNorm C1_dw_bn 1 1 C1_dw C1_dw_bn 0=120 | |||
| ReLU C1_dw_relu 1 1 C1_dw_bn C1_dw_relu | |||
| Convolution C1_linear 1 1 C1_dw_relu C1_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800 | |||
| BatchNorm C1_linear_bn 1 1 C1_linear C1_linear_bn 0=40 | |||
| BinaryOp unknownncnn_2 2 1 C0_linear_bn_splitncnn_0 C1_linear_bn unknownncnn_2 0=0 | |||
| Split splitncnn_3 1 2 unknownncnn_2 unknownncnn_2_splitncnn_0 unknownncnn_2_splitncnn_1 | |||
| Convolution C2_expand 1 1 unknownncnn_2_splitncnn_1 C2_expand 0=120 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800 | |||
| BatchNorm C2_expand_bn 1 1 C2_expand C2_expand_bn 0=120 | |||
| ReLU C2_expand_relu 1 1 C2_expand_bn C2_expand_relu | |||
| ConvolutionDepthWise C2_dw 1 1 C2_expand_relu C2_dw 0=120 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=3000 7=120 | |||
| BatchNorm C2_dw_bn 1 1 C2_dw C2_dw_bn 0=120 | |||
| ReLU C2_dw_relu 1 1 C2_dw_bn C2_dw_relu | |||
| Convolution C2_linear 1 1 C2_dw_relu C2_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800 | |||
| BatchNorm C2_linear_bn 1 1 C2_linear C2_linear_bn 0=40 | |||
| BinaryOp unknownncnn_3 2 1 unknownncnn_2_splitncnn_0 C2_linear_bn unknownncnn_3 0=0 | |||
| Convolution D0_expand 1 1 unknownncnn_3 D0_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=9600 | |||
| BatchNorm D0_expand_bn 1 1 D0_expand D0_expand_bn 0=240 | |||
| ReLU D0_expand_relu 1 1 D0_expand_bn D0_expand_relu | |||
| ConvolutionDepthWise D0_dw 1 1 D0_expand_relu D0_dw 0=240 1=5 11=5 2=1 12=1 3=2 13=2 4=2 14=2 5=0 6=6000 7=240 | |||
| BatchNorm D0_dw_bn 1 1 D0_dw D0_dw_bn 0=240 | |||
| ReLU D0_dw_relu 1 1 D0_dw_bn D0_dw_relu | |||
| Convolution D0_linear 1 1 D0_dw_relu D0_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200 | |||
| BatchNorm D0_linear_bn 1 1 D0_linear D0_linear_bn 0=80 | |||
| Split splitncnn_4 1 2 D0_linear_bn D0_linear_bn_splitncnn_0 D0_linear_bn_splitncnn_1 | |||
| Convolution D1_expand 1 1 D0_linear_bn_splitncnn_1 D1_expand 0=480 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=38400 | |||
| BatchNorm D1_expand_bn 1 1 D1_expand D1_expand_bn 0=480 | |||
| ReLU D1_expand_relu 1 1 D1_expand_bn D1_expand_relu | |||
| ConvolutionDepthWise D1_dw 1 1 D1_expand_relu D1_dw 0=480 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=12000 7=480 | |||
| BatchNorm D1_dw_bn 1 1 D1_dw D1_dw_bn 0=480 | |||
| ReLU D1_dw_relu 1 1 D1_dw_bn D1_dw_relu | |||
| Convolution D1_linear 1 1 D1_dw_relu D1_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=38400 | |||
| BatchNorm D1_linear_bn 1 1 D1_linear D1_linear_bn 0=80 | |||
| BinaryOp unknownncnn_4 2 1 D0_linear_bn_splitncnn_0 D1_linear_bn unknownncnn_4 0=0 | |||
| Split splitncnn_5 1 2 unknownncnn_4 unknownncnn_4_splitncnn_0 unknownncnn_4_splitncnn_1 | |||
| Convolution D2_expand 1 1 unknownncnn_4_splitncnn_1 D2_expand 0=480 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=38400 | |||
| BatchNorm D2_expand_bn 1 1 D2_expand D2_expand_bn 0=480 | |||
| ReLU D2_expand_relu 1 1 D2_expand_bn D2_expand_relu | |||
| ConvolutionDepthWise D2_dw 1 1 D2_expand_relu D2_dw 0=480 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=12000 7=480 | |||
| BatchNorm D2_dw_bn 1 1 D2_dw D2_dw_bn 0=480 | |||
| ReLU D2_dw_relu 1 1 D2_dw_bn D2_dw_relu | |||
| Convolution D2_linear 1 1 D2_dw_relu D2_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=38400 | |||
| BatchNorm D2_linear_bn 1 1 D2_linear D2_linear_bn 0=80 | |||
| BinaryOp unknownncnn_5 2 1 unknownncnn_4_splitncnn_0 D2_linear_bn unknownncnn_5 0=0 | |||
| Convolution E0_expand 1 1 unknownncnn_5 E0_expand 0=480 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=38400 | |||
| BatchNorm E0_expand_bn 1 1 E0_expand E0_expand_bn 0=480 | |||
| ReLU E0_expand_relu 1 1 E0_expand_bn E0_expand_relu | |||
| ConvolutionDepthWise E0_dw 1 1 E0_expand_relu E0_dw 0=480 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=4320 7=480 | |||
| BatchNorm E0_dw_bn 1 1 E0_dw E0_dw_bn 0=480 | |||
| ReLU E0_dw_relu 1 1 E0_dw_bn E0_dw_relu | |||
| Convolution E0_linear 1 1 E0_dw_relu E0_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=46080 | |||
| BatchNorm E0_linear_bn 1 1 E0_linear E0_linear_bn 0=96 | |||
| Split splitncnn_6 1 2 E0_linear_bn E0_linear_bn_splitncnn_0 E0_linear_bn_splitncnn_1 | |||
| Convolution E1_expand 1 1 E0_linear_bn_splitncnn_1 E1_expand 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=55296 | |||
| BatchNorm E1_expand_bn 1 1 E1_expand E1_expand_bn 0=576 | |||
| ReLU E1_expand_relu 1 1 E1_expand_bn E1_expand_relu | |||
| ConvolutionDepthWise E1_dw 1 1 E1_expand_relu E1_dw 0=576 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=5184 7=576 | |||
| BatchNorm E1_dw_bn 1 1 E1_dw E1_dw_bn 0=576 | |||
| ReLU E1_dw_relu 1 1 E1_dw_bn E1_dw_relu | |||
| Convolution E1_linear 1 1 E1_dw_relu E1_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=55296 | |||
| BatchNorm E1_linear_bn 1 1 E1_linear E1_linear_bn 0=96 | |||
| BinaryOp unknownncnn_6 2 1 E0_linear_bn_splitncnn_0 E1_linear_bn unknownncnn_6 0=0 | |||
| Convolution F0_expand 1 1 unknownncnn_6 F0_expand 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=55296 | |||
| BatchNorm F0_expand_bn 1 1 F0_expand F0_expand_bn 0=576 | |||
| ReLU F0_expand_relu 1 1 F0_expand_bn F0_expand_relu | |||
| ConvolutionDepthWise F0_dw 1 1 F0_expand_relu F0_dw 0=576 1=5 11=5 2=1 12=1 3=2 13=2 4=2 14=2 5=0 6=14400 7=576 | |||
| BatchNorm F0_dw_bn 1 1 F0_dw F0_dw_bn 0=576 | |||
| ReLU F0_dw_relu 1 1 F0_dw_bn F0_dw_relu | |||
| Convolution F0_linear 1 1 F0_dw_relu F0_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592 | |||
| BatchNorm F0_linear_bn 1 1 F0_linear F0_linear_bn 0=192 | |||
| Split splitncnn_7 1 2 F0_linear_bn F0_linear_bn_splitncnn_0 F0_linear_bn_splitncnn_1 | |||
| Convolution F1_expand 1 1 F0_linear_bn_splitncnn_1 F1_expand 0=1152 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184 | |||
| BatchNorm F1_expand_bn 1 1 F1_expand F1_expand_bn 0=1152 | |||
| ReLU F1_expand_relu 1 1 F1_expand_bn F1_expand_relu | |||
| ConvolutionDepthWise F1_dw 1 1 F1_expand_relu F1_dw 0=1152 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=28800 7=1152 | |||
| BatchNorm F1_dw_bn 1 1 F1_dw F1_dw_bn 0=1152 | |||
| ReLU F1_dw_relu 1 1 F1_dw_bn F1_dw_relu | |||
| Convolution F1_linear 1 1 F1_dw_relu F1_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184 | |||
| BatchNorm F1_linear_bn 1 1 F1_linear F1_linear_bn 0=192 | |||
| BinaryOp unknownncnn_7 2 1 F0_linear_bn_splitncnn_0 F1_linear_bn unknownncnn_7 0=0 | |||
| Split splitncnn_8 1 2 unknownncnn_7 unknownncnn_7_splitncnn_0 unknownncnn_7_splitncnn_1 | |||
| Convolution F2_expand 1 1 unknownncnn_7_splitncnn_1 F2_expand 0=1152 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184 | |||
| BatchNorm F2_expand_bn 1 1 F2_expand F2_expand_bn 0=1152 | |||
| ReLU F2_expand_relu 1 1 F2_expand_bn F2_expand_relu | |||
| ConvolutionDepthWise F2_dw 1 1 F2_expand_relu F2_dw 0=1152 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=28800 7=1152 | |||
| BatchNorm F2_dw_bn 1 1 F2_dw F2_dw_bn 0=1152 | |||
| ReLU F2_dw_relu 1 1 F2_dw_bn F2_dw_relu | |||
| Convolution F2_linear 1 1 F2_dw_relu F2_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184 | |||
| BatchNorm F2_linear_bn 1 1 F2_linear F2_linear_bn 0=192 | |||
| BinaryOp unknownncnn_8 2 1 unknownncnn_7_splitncnn_0 F2_linear_bn unknownncnn_8 0=0 | |||
| Split splitncnn_9 1 2 unknownncnn_8 unknownncnn_8_splitncnn_0 unknownncnn_8_splitncnn_1 | |||
| Convolution F3_expand 1 1 unknownncnn_8_splitncnn_1 F3_expand 0=1152 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184 | |||
| BatchNorm F3_expand_bn 1 1 F3_expand F3_expand_bn 0=1152 | |||
| ReLU F3_expand_relu 1 1 F3_expand_bn F3_expand_relu | |||
| ConvolutionDepthWise F3_dw 1 1 F3_expand_relu F3_dw 0=1152 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=28800 7=1152 | |||
| BatchNorm F3_dw_bn 1 1 F3_dw F3_dw_bn 0=1152 | |||
| ReLU F3_dw_relu 1 1 F3_dw_bn F3_dw_relu | |||
| Convolution F3_linear 1 1 F3_dw_relu F3_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184 | |||
| BatchNorm F3_linear_bn 1 1 F3_linear F3_linear_bn 0=192 | |||
| BinaryOp unknownncnn_9 2 1 unknownncnn_8_splitncnn_0 F3_linear_bn unknownncnn_9 0=0 | |||
| Convolution G0_expand 1 1 unknownncnn_9 G0_expand 0=1152 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184 | |||
| BatchNorm G0_expand_bn 1 1 G0_expand G0_expand_bn 0=1152 | |||
| ReLU G0_expand_relu 1 1 G0_expand_bn G0_expand_relu | |||
| ConvolutionDepthWise G0_dw 1 1 G0_expand_relu G0_dw 0=1152 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=10368 7=1152 | |||
| BatchNorm G0_dw_bn 1 1 G0_dw G0_dw_bn 0=1152 | |||
| ReLU G0_dw_relu 1 1 G0_dw_bn G0_dw_relu | |||
| Convolution G0_linear 1 1 G0_dw_relu G0_linear 0=320 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=368640 | |||
| BatchNorm G0_linear_bn 1 1 G0_linear G0_linear_bn 0=320 | |||
| Convolution last-1x1-conv 1 1 G0_linear_bn last-1x1-conv 0=1280 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=409600 | |||
| BatchNorm last-1x1-conv_bn 1 1 last-1x1-conv last-1x1-conv_bn 0=1280 | |||
| ReLU last-1x1-conv_relu 1 1 last-1x1-conv_bn last-1x1-conv_relu | |||
| Pooling avgpool 1 1 last-1x1-conv_relu avgpool 0=1 1=7 4=1 5=1 | |||
| Flatten flatten 1 1 avgpool flatten | |||
| InnerProduct fc 1 1 flatten fc 0=1000 1=1 2=1280000 | |||
| Softmax prob 1 1 fc prob 0=0 | |||
| 77 87 | |||
| Input data 0 1 data | |||
| Convolution first-3x3-conv 1 1 data first-3x3-conv_relu 0=32 1=3 3=2 4=1 5=1 6=864 9=1 | |||
| ConvolutionDepthWise A0_dw 1 1 first-3x3-conv_relu A0_dw_relu 0=32 1=3 4=1 5=1 6=288 7=32 9=1 | |||
| Convolution A0_linear 1 1 A0_dw_relu A0_linear_bn 0=16 1=1 5=1 6=512 | |||
| Convolution B0_expand 1 1 A0_linear_bn B0_expand_relu 0=48 1=1 5=1 6=768 9=1 | |||
| ConvolutionDepthWise B0_dw 1 1 B0_expand_relu B0_dw_relu 0=48 1=3 3=2 4=1 5=1 6=432 7=48 9=1 | |||
| Convolution B0_linear 1 1 B0_dw_relu B0_linear_bn 0=24 1=1 5=1 6=1152 | |||
| Split splitncnn_0 1 2 B0_linear_bn B0_linear_bn_splitncnn_0 B0_linear_bn_splitncnn_1 | |||
| Convolution B1_expand 1 1 B0_linear_bn_splitncnn_1 B1_expand_relu 0=72 1=1 5=1 6=1728 9=1 | |||
| ConvolutionDepthWise B1_dw 1 1 B1_expand_relu B1_dw_relu 0=72 1=3 4=1 5=1 6=648 7=72 9=1 | |||
| Convolution B1_linear 1 1 B1_dw_relu B1_linear_bn 0=24 1=1 5=1 6=1728 | |||
| BinaryOp unknownncnn_0 2 1 B0_linear_bn_splitncnn_0 B1_linear_bn unknownncnn_0 | |||
| Split splitncnn_1 1 2 unknownncnn_0 unknownncnn_0_splitncnn_0 unknownncnn_0_splitncnn_1 | |||
| Convolution B2_expand 1 1 unknownncnn_0_splitncnn_1 B2_expand_relu 0=72 1=1 5=1 6=1728 9=1 | |||
| ConvolutionDepthWise B2_dw 1 1 B2_expand_relu B2_dw_relu 0=72 1=3 4=1 5=1 6=648 7=72 9=1 | |||
| Convolution B2_linear 1 1 B2_dw_relu B2_linear_bn 0=24 1=1 5=1 6=1728 | |||
| BinaryOp unknownncnn_1 2 1 unknownncnn_0_splitncnn_0 B2_linear_bn unknownncnn_1 | |||
| Convolution C0_expand 1 1 unknownncnn_1 C0_expand_relu 0=72 1=1 5=1 6=1728 9=1 | |||
| ConvolutionDepthWise C0_dw 1 1 C0_expand_relu C0_dw_relu 0=72 1=5 3=2 4=2 5=1 6=1800 7=72 9=1 | |||
| Convolution C0_linear 1 1 C0_dw_relu C0_linear_bn 0=40 1=1 5=1 6=2880 | |||
| Split splitncnn_2 1 2 C0_linear_bn C0_linear_bn_splitncnn_0 C0_linear_bn_splitncnn_1 | |||
| Convolution C1_expand 1 1 C0_linear_bn_splitncnn_1 C1_expand_relu 0=120 1=1 5=1 6=4800 9=1 | |||
| ConvolutionDepthWise C1_dw 1 1 C1_expand_relu C1_dw_relu 0=120 1=5 4=2 5=1 6=3000 7=120 9=1 | |||
| Convolution C1_linear 1 1 C1_dw_relu C1_linear_bn 0=40 1=1 5=1 6=4800 | |||
| BinaryOp unknownncnn_2 2 1 C0_linear_bn_splitncnn_0 C1_linear_bn unknownncnn_2 | |||
| Split splitncnn_3 1 2 unknownncnn_2 unknownncnn_2_splitncnn_0 unknownncnn_2_splitncnn_1 | |||
| Convolution C2_expand 1 1 unknownncnn_2_splitncnn_1 C2_expand_relu 0=120 1=1 5=1 6=4800 9=1 | |||
| ConvolutionDepthWise C2_dw 1 1 C2_expand_relu C2_dw_relu 0=120 1=5 4=2 5=1 6=3000 7=120 9=1 | |||
| Convolution C2_linear 1 1 C2_dw_relu C2_linear_bn 0=40 1=1 5=1 6=4800 | |||
| BinaryOp unknownncnn_3 2 1 unknownncnn_2_splitncnn_0 C2_linear_bn unknownncnn_3 | |||
| Convolution D0_expand 1 1 unknownncnn_3 D0_expand_relu 0=240 1=1 5=1 6=9600 9=1 | |||
| ConvolutionDepthWise D0_dw 1 1 D0_expand_relu D0_dw_relu 0=240 1=5 3=2 4=2 5=1 6=6000 7=240 9=1 | |||
| Convolution D0_linear 1 1 D0_dw_relu D0_linear_bn 0=80 1=1 5=1 6=19200 | |||
| Split splitncnn_4 1 2 D0_linear_bn D0_linear_bn_splitncnn_0 D0_linear_bn_splitncnn_1 | |||
| Convolution D1_expand 1 1 D0_linear_bn_splitncnn_1 D1_expand_relu 0=480 1=1 5=1 6=38400 9=1 | |||
| ConvolutionDepthWise D1_dw 1 1 D1_expand_relu D1_dw_relu 0=480 1=5 4=2 5=1 6=12000 7=480 9=1 | |||
| Convolution D1_linear 1 1 D1_dw_relu D1_linear_bn 0=80 1=1 5=1 6=38400 | |||
| BinaryOp unknownncnn_4 2 1 D0_linear_bn_splitncnn_0 D1_linear_bn unknownncnn_4 | |||
| Split splitncnn_5 1 2 unknownncnn_4 unknownncnn_4_splitncnn_0 unknownncnn_4_splitncnn_1 | |||
| Convolution D2_expand 1 1 unknownncnn_4_splitncnn_1 D2_expand_relu 0=480 1=1 5=1 6=38400 9=1 | |||
| ConvolutionDepthWise D2_dw 1 1 D2_expand_relu D2_dw_relu 0=480 1=5 4=2 5=1 6=12000 7=480 9=1 | |||
| Convolution D2_linear 1 1 D2_dw_relu D2_linear_bn 0=80 1=1 5=1 6=38400 | |||
| BinaryOp unknownncnn_5 2 1 unknownncnn_4_splitncnn_0 D2_linear_bn unknownncnn_5 | |||
| Convolution E0_expand 1 1 unknownncnn_5 E0_expand_relu 0=480 1=1 5=1 6=38400 9=1 | |||
| ConvolutionDepthWise E0_dw 1 1 E0_expand_relu E0_dw_relu 0=480 1=3 4=1 5=1 6=4320 7=480 9=1 | |||
| Convolution E0_linear 1 1 E0_dw_relu E0_linear_bn 0=96 1=1 5=1 6=46080 | |||
| Split splitncnn_6 1 2 E0_linear_bn E0_linear_bn_splitncnn_0 E0_linear_bn_splitncnn_1 | |||
| Convolution E1_expand 1 1 E0_linear_bn_splitncnn_1 E1_expand_relu 0=576 1=1 5=1 6=55296 9=1 | |||
| ConvolutionDepthWise E1_dw 1 1 E1_expand_relu E1_dw_relu 0=576 1=3 4=1 5=1 6=5184 7=576 9=1 | |||
| Convolution E1_linear 1 1 E1_dw_relu E1_linear_bn 0=96 1=1 5=1 6=55296 | |||
| BinaryOp unknownncnn_6 2 1 E0_linear_bn_splitncnn_0 E1_linear_bn unknownncnn_6 | |||
| Convolution F0_expand 1 1 unknownncnn_6 F0_expand_relu 0=576 1=1 5=1 6=55296 9=1 | |||
| ConvolutionDepthWise F0_dw 1 1 F0_expand_relu F0_dw_relu 0=576 1=5 3=2 4=2 5=1 6=14400 7=576 9=1 | |||
| Convolution F0_linear 1 1 F0_dw_relu F0_linear_bn 0=192 1=1 5=1 6=110592 | |||
| Split splitncnn_7 1 2 F0_linear_bn F0_linear_bn_splitncnn_0 F0_linear_bn_splitncnn_1 | |||
| Convolution F1_expand 1 1 F0_linear_bn_splitncnn_1 F1_expand_relu 0=1152 1=1 5=1 6=221184 9=1 | |||
| ConvolutionDepthWise F1_dw 1 1 F1_expand_relu F1_dw_relu 0=1152 1=5 4=2 5=1 6=28800 7=1152 9=1 | |||
| Convolution F1_linear 1 1 F1_dw_relu F1_linear_bn 0=192 1=1 5=1 6=221184 | |||
| BinaryOp unknownncnn_7 2 1 F0_linear_bn_splitncnn_0 F1_linear_bn unknownncnn_7 | |||
| Split splitncnn_8 1 2 unknownncnn_7 unknownncnn_7_splitncnn_0 unknownncnn_7_splitncnn_1 | |||
| Convolution F2_expand 1 1 unknownncnn_7_splitncnn_1 F2_expand_relu 0=1152 1=1 5=1 6=221184 9=1 | |||
| ConvolutionDepthWise F2_dw 1 1 F2_expand_relu F2_dw_relu 0=1152 1=5 4=2 5=1 6=28800 7=1152 9=1 | |||
| Convolution F2_linear 1 1 F2_dw_relu F2_linear_bn 0=192 1=1 5=1 6=221184 | |||
| BinaryOp unknownncnn_8 2 1 unknownncnn_7_splitncnn_0 F2_linear_bn unknownncnn_8 | |||
| Split splitncnn_9 1 2 unknownncnn_8 unknownncnn_8_splitncnn_0 unknownncnn_8_splitncnn_1 | |||
| Convolution F3_expand 1 1 unknownncnn_8_splitncnn_1 F3_expand_relu 0=1152 1=1 5=1 6=221184 9=1 | |||
| ConvolutionDepthWise F3_dw 1 1 F3_expand_relu F3_dw_relu 0=1152 1=5 4=2 5=1 6=28800 7=1152 9=1 | |||
| Convolution F3_linear 1 1 F3_dw_relu F3_linear_bn 0=192 1=1 5=1 6=221184 | |||
| BinaryOp unknownncnn_9 2 1 unknownncnn_8_splitncnn_0 F3_linear_bn unknownncnn_9 | |||
| Convolution G0_expand 1 1 unknownncnn_9 G0_expand_relu 0=1152 1=1 5=1 6=221184 9=1 | |||
| ConvolutionDepthWise G0_dw 1 1 G0_expand_relu G0_dw_relu 0=1152 1=3 4=1 5=1 6=10368 7=1152 9=1 | |||
| Convolution G0_linear 1 1 G0_dw_relu G0_linear_bn 0=320 1=1 5=1 6=368640 | |||
| Convolution last-1x1-conv 1 1 G0_linear_bn last-1x1-conv_relu 0=1280 1=1 5=1 6=409600 9=1 | |||
| Pooling avgpool 1 1 last-1x1-conv_relu avgpool 0=1 1=7 4=1 5=1 | |||
| Flatten flatten 1 1 avgpool flatten | |||
| InnerProduct fc 1 1 flatten fc 0=1000 1=1 2=1280000 | |||
| Softmax prob 1 1 fc prob | |||
+ 32
- 59
benchmark/mobilenet.param
View File
| @@ -1,60 +1,33 @@ | |||
| 7767517 | |||
| 58 58 | |||
| Input data 0 1 data 0=224 1=224 2=3 | |||
| Convolution conv1 1 1 data conv1 0=32 1=3 2=1 3=2 4=1 5=1 6=864 | |||
| ReLU relu1 1 1 conv1 conv1_relu1 | |||
| ConvolutionDepthWise conv2_1/dw 1 1 conv1_relu1 conv2_1/dw 0=32 1=3 2=1 3=1 4=1 5=1 6=288 7=32 | |||
| ReLU relu2_1/dw 1 1 conv2_1/dw conv2_1/dw_relu2_1/dw | |||
| Convolution conv2_1/sep 1 1 conv2_1/dw_relu2_1/dw conv2_1/sep 0=64 1=1 2=1 3=1 4=0 5=1 6=2048 | |||
| ReLU relu2_1/sep 1 1 conv2_1/sep conv2_1/sep_relu2_1/sep | |||
| ConvolutionDepthWise conv2_2/dw 1 1 conv2_1/sep_relu2_1/sep conv2_2/dw 0=64 1=3 2=1 3=2 4=1 5=1 6=576 7=64 | |||
| ReLU relu2_2/dw 1 1 conv2_2/dw conv2_2/dw_relu2_2/dw | |||
| Convolution conv2_2/sep 1 1 conv2_2/dw_relu2_2/dw conv2_2/sep 0=128 1=1 2=1 3=1 4=0 5=1 6=8192 | |||
| ReLU relu2_2/sep 1 1 conv2_2/sep conv2_2/sep_relu2_2/sep | |||
| ConvolutionDepthWise conv3_1/dw 1 1 conv2_2/sep_relu2_2/sep conv3_1/dw 0=128 1=3 2=1 3=1 4=1 5=1 6=1152 7=128 | |||
| ReLU relu3_1/dw 1 1 conv3_1/dw conv3_1/dw_relu3_1/dw | |||
| Convolution conv3_1/sep 1 1 conv3_1/dw_relu3_1/dw conv3_1/sep 0=128 1=1 2=1 3=1 4=0 5=1 6=16384 | |||
| ReLU relu3_1/sep 1 1 conv3_1/sep conv3_1/sep_relu3_1/sep | |||
| ConvolutionDepthWise conv3_2/dw 1 1 conv3_1/sep_relu3_1/sep conv3_2/dw 0=128 1=3 2=1 3=2 4=1 5=1 6=1152 7=128 | |||
| ReLU relu3_2/dw 1 1 conv3_2/dw conv3_2/dw_relu3_2/dw | |||
| Convolution conv3_2/sep 1 1 conv3_2/dw_relu3_2/dw conv3_2/sep 0=256 1=1 2=1 3=1 4=0 5=1 6=32768 | |||
| ReLU relu3_2/sep 1 1 conv3_2/sep conv3_2/sep_relu3_2/sep | |||
| ConvolutionDepthWise conv4_1/dw 1 1 conv3_2/sep_relu3_2/sep conv4_1/dw 0=256 1=3 2=1 3=1 4=1 5=1 6=2304 7=256 | |||
| ReLU relu4_1/dw 1 1 conv4_1/dw conv4_1/dw_relu4_1/dw | |||
| Convolution conv4_1/sep 1 1 conv4_1/dw_relu4_1/dw conv4_1/sep 0=256 1=1 2=1 3=1 4=0 5=1 6=65536 | |||
| ReLU relu4_1/sep 1 1 conv4_1/sep conv4_1/sep_relu4_1/sep | |||
| ConvolutionDepthWise conv4_2/dw 1 1 conv4_1/sep_relu4_1/sep conv4_2/dw 0=256 1=3 2=1 3=2 4=1 5=1 6=2304 7=256 | |||
| ReLU relu4_2/dw 1 1 conv4_2/dw conv4_2/dw_relu4_2/dw | |||
| Convolution conv4_2/sep 1 1 conv4_2/dw_relu4_2/dw conv4_2/sep 0=512 1=1 2=1 3=1 4=0 5=1 6=131072 | |||
| ReLU relu4_2/sep 1 1 conv4_2/sep conv4_2/sep_relu4_2/sep | |||
| ConvolutionDepthWise conv5_1/dw 1 1 conv4_2/sep_relu4_2/sep conv5_1/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU relu5_1/dw 1 1 conv5_1/dw conv5_1/dw_relu5_1/dw | |||
| Convolution conv5_1/sep 1 1 conv5_1/dw_relu5_1/dw conv5_1/sep 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU relu5_1/sep 1 1 conv5_1/sep conv5_1/sep_relu5_1/sep | |||
| ConvolutionDepthWise conv5_2/dw 1 1 conv5_1/sep_relu5_1/sep conv5_2/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU relu5_2/dw 1 1 conv5_2/dw conv5_2/dw_relu5_2/dw | |||
| Convolution conv5_2/sep 1 1 conv5_2/dw_relu5_2/dw conv5_2/sep 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU relu5_2/sep 1 1 conv5_2/sep conv5_2/sep_relu5_2/sep | |||
| ConvolutionDepthWise conv5_3/dw 1 1 conv5_2/sep_relu5_2/sep conv5_3/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU relu5_3/dw 1 1 conv5_3/dw conv5_3/dw_relu5_3/dw | |||
| Convolution conv5_3/sep 1 1 conv5_3/dw_relu5_3/dw conv5_3/sep 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU relu5_3/sep 1 1 conv5_3/sep conv5_3/sep_relu5_3/sep | |||
| ConvolutionDepthWise conv5_4/dw 1 1 conv5_3/sep_relu5_3/sep conv5_4/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU relu5_4/dw 1 1 conv5_4/dw conv5_4/dw_relu5_4/dw | |||
| Convolution conv5_4/sep 1 1 conv5_4/dw_relu5_4/dw conv5_4/sep 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU relu5_4/sep 1 1 conv5_4/sep conv5_4/sep_relu5_4/sep | |||
| ConvolutionDepthWise conv5_5/dw 1 1 conv5_4/sep_relu5_4/sep conv5_5/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU relu5_5/dw 1 1 conv5_5/dw conv5_5/dw_relu5_5/dw | |||
| Convolution conv5_5/sep 1 1 conv5_5/dw_relu5_5/dw conv5_5/sep 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU relu5_5/sep 1 1 conv5_5/sep conv5_5/sep_relu5_5/sep | |||
| ConvolutionDepthWise conv5_6/dw 1 1 conv5_5/sep_relu5_5/sep conv5_6/dw 0=512 1=3 2=1 3=2 4=1 5=1 6=4608 7=512 | |||
| ReLU relu5_6/dw 1 1 conv5_6/dw conv5_6/dw_relu5_6/dw | |||
| Convolution conv5_6/sep 1 1 conv5_6/dw_relu5_6/dw conv5_6/sep 0=1024 1=1 2=1 3=1 4=0 5=1 6=524288 | |||
| ReLU relu5_6/sep 1 1 conv5_6/sep conv5_6/sep_relu5_6/sep | |||
| ConvolutionDepthWise conv6/dw 1 1 conv5_6/sep_relu5_6/sep conv6/dw 0=1024 1=3 2=1 3=1 4=1 5=1 6=9216 7=1024 | |||
| ReLU relu6/dw 1 1 conv6/dw conv6/dw_relu6/dw | |||
| Convolution conv6/sep 1 1 conv6/dw_relu6/dw conv6/sep 0=1024 1=1 2=1 3=1 4=0 5=1 6=1048576 | |||
| ReLU relu6/sep 1 1 conv6/sep conv6/sep_relu6/sep | |||
| Pooling pool6 1 1 conv6/sep_relu6/sep pool6 0=1 1=0 2=1 3=0 4=1 | |||
| Convolution fc7 1 1 pool6 fc7 0=1000 1=1 2=1 3=1 4=0 5=1 6=1024000 | |||
| Softmax prob 1 1 fc7 prob 0=0 1=1 | |||
| 31 31 | |||
| Input data 0 1 data 0=224 1=224 2=3 | |||
| Convolution conv1 1 1 data conv1_relu1 0=32 1=3 3=2 4=1 5=1 6=864 9=1 | |||
| ConvolutionDepthWise conv2_1/dw 1 1 conv1_relu1 conv2_1/dw_relu2_1/dw 0=32 1=3 4=1 5=1 6=288 7=32 9=1 | |||
| Convolution conv2_1/sep 1 1 conv2_1/dw_relu2_1/dw conv2_1/sep_relu2_1/sep 0=64 1=1 5=1 6=2048 9=1 | |||
| ConvolutionDepthWise conv2_2/dw 1 1 conv2_1/sep_relu2_1/sep conv2_2/dw_relu2_2/dw 0=64 1=3 3=2 4=1 5=1 6=576 7=64 9=1 | |||
| Convolution conv2_2/sep 1 1 conv2_2/dw_relu2_2/dw conv2_2/sep_relu2_2/sep 0=128 1=1 5=1 6=8192 9=1 | |||
| ConvolutionDepthWise conv3_1/dw 1 1 conv2_2/sep_relu2_2/sep conv3_1/dw_relu3_1/dw 0=128 1=3 4=1 5=1 6=1152 7=128 9=1 | |||
| Convolution conv3_1/sep 1 1 conv3_1/dw_relu3_1/dw conv3_1/sep_relu3_1/sep 0=128 1=1 5=1 6=16384 9=1 | |||
| ConvolutionDepthWise conv3_2/dw 1 1 conv3_1/sep_relu3_1/sep conv3_2/dw_relu3_2/dw 0=128 1=3 3=2 4=1 5=1 6=1152 7=128 9=1 | |||
| Convolution conv3_2/sep 1 1 conv3_2/dw_relu3_2/dw conv3_2/sep_relu3_2/sep 0=256 1=1 5=1 6=32768 9=1 | |||
| ConvolutionDepthWise conv4_1/dw 1 1 conv3_2/sep_relu3_2/sep conv4_1/dw_relu4_1/dw 0=256 1=3 4=1 5=1 6=2304 7=256 9=1 | |||
| Convolution conv4_1/sep 1 1 conv4_1/dw_relu4_1/dw conv4_1/sep_relu4_1/sep 0=256 1=1 5=1 6=65536 9=1 | |||
| ConvolutionDepthWise conv4_2/dw 1 1 conv4_1/sep_relu4_1/sep conv4_2/dw_relu4_2/dw 0=256 1=3 3=2 4=1 5=1 6=2304 7=256 9=1 | |||
| Convolution conv4_2/sep 1 1 conv4_2/dw_relu4_2/dw conv4_2/sep_relu4_2/sep 0=512 1=1 5=1 6=131072 9=1 | |||
| ConvolutionDepthWise conv5_1/dw 1 1 conv4_2/sep_relu4_2/sep conv5_1/dw_relu5_1/dw 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv5_1/sep 1 1 conv5_1/dw_relu5_1/dw conv5_1/sep_relu5_1/sep 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv5_2/dw 1 1 conv5_1/sep_relu5_1/sep conv5_2/dw_relu5_2/dw 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv5_2/sep 1 1 conv5_2/dw_relu5_2/dw conv5_2/sep_relu5_2/sep 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv5_3/dw 1 1 conv5_2/sep_relu5_2/sep conv5_3/dw_relu5_3/dw 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv5_3/sep 1 1 conv5_3/dw_relu5_3/dw conv5_3/sep_relu5_3/sep 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv5_4/dw 1 1 conv5_3/sep_relu5_3/sep conv5_4/dw_relu5_4/dw 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv5_4/sep 1 1 conv5_4/dw_relu5_4/dw conv5_4/sep_relu5_4/sep 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv5_5/dw 1 1 conv5_4/sep_relu5_4/sep conv5_5/dw_relu5_5/dw 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv5_5/sep 1 1 conv5_5/dw_relu5_5/dw conv5_5/sep_relu5_5/sep 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv5_6/dw 1 1 conv5_5/sep_relu5_5/sep conv5_6/dw_relu5_6/dw 0=512 1=3 3=2 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv5_6/sep 1 1 conv5_6/dw_relu5_6/dw conv5_6/sep_relu5_6/sep 0=1024 1=1 5=1 6=524288 9=1 | |||
| ConvolutionDepthWise conv6/dw 1 1 conv5_6/sep_relu5_6/sep conv6/dw_relu6/dw 0=1024 1=3 4=1 5=1 6=9216 7=1024 9=1 | |||
| Convolution conv6/sep 1 1 conv6/dw_relu6/dw conv6/sep_relu6/sep 0=1024 1=1 5=1 6=1048576 9=1 | |||
| Pooling pool6 1 1 conv6/sep_relu6/sep pool6 0=1 4=1 | |||
| Convolution fc7 1 1 pool6 fc7 0=1000 1=1 5=1 6=1024000 | |||
| Softmax prob 1 1 fc7 prob | |||
+ 93
- 128
benchmark/mobilenet_ssd.param
View File
| @@ -1,129 +1,94 @@ | |||
| 7767517 | |||
| 127 150 | |||
| Input input 0 1 data 0=300 1=300 2=3 | |||
| Split splitncnn_0 1 7 data data_splitncnn_0 data_splitncnn_1 data_splitncnn_2 data_splitncnn_3 data_splitncnn_4 data_splitncnn_5 data_splitncnn_6 | |||
| Convolution conv0 1 1 data_splitncnn_6 conv0 0=32 1=3 2=1 3=2 4=1 5=1 6=864 | |||
| ReLU conv0/relu 1 1 conv0 conv0_conv0/relu | |||
| ConvolutionDepthWise conv1/dw 1 1 conv0_conv0/relu conv1/dw 0=32 1=3 2=1 3=1 4=1 5=1 6=288 7=32 | |||
| ReLU conv1/dw/relu 1 1 conv1/dw conv1/dw_conv1/dw/relu | |||
| Convolution conv1 1 1 conv1/dw_conv1/dw/relu conv1 0=64 1=1 2=1 3=1 4=0 5=1 6=2048 | |||
| ReLU conv1/relu 1 1 conv1 conv1_conv1/relu | |||
| ConvolutionDepthWise conv2/dw 1 1 conv1_conv1/relu conv2/dw 0=64 1=3 2=1 3=2 4=1 5=1 6=576 7=64 | |||
| ReLU conv2/dw/relu 1 1 conv2/dw conv2/dw_conv2/dw/relu | |||
| Convolution conv2 1 1 conv2/dw_conv2/dw/relu conv2 0=128 1=1 2=1 3=1 4=0 5=1 6=8192 | |||
| ReLU conv2/relu 1 1 conv2 conv2_conv2/relu | |||
| ConvolutionDepthWise conv3/dw 1 1 conv2_conv2/relu conv3/dw 0=128 1=3 2=1 3=1 4=1 5=1 6=1152 7=128 | |||
| ReLU conv3/dw/relu 1 1 conv3/dw conv3/dw_conv3/dw/relu | |||
| Convolution conv3 1 1 conv3/dw_conv3/dw/relu conv3 0=128 1=1 2=1 3=1 4=0 5=1 6=16384 | |||
| ReLU conv3/relu 1 1 conv3 conv3_conv3/relu | |||
| ConvolutionDepthWise conv4/dw 1 1 conv3_conv3/relu conv4/dw 0=128 1=3 2=1 3=2 4=1 5=1 6=1152 7=128 | |||
| ReLU conv4/dw/relu 1 1 conv4/dw conv4/dw_conv4/dw/relu | |||
| Convolution conv4 1 1 conv4/dw_conv4/dw/relu conv4 0=256 1=1 2=1 3=1 4=0 5=1 6=32768 | |||
| ReLU conv4/relu 1 1 conv4 conv4_conv4/relu | |||
| ConvolutionDepthWise conv5/dw 1 1 conv4_conv4/relu conv5/dw 0=256 1=3 2=1 3=1 4=1 5=1 6=2304 7=256 | |||
| ReLU conv5/dw/relu 1 1 conv5/dw conv5/dw_conv5/dw/relu | |||
| Convolution conv5 1 1 conv5/dw_conv5/dw/relu conv5 0=256 1=1 2=1 3=1 4=0 5=1 6=65536 | |||
| ReLU conv5/relu 1 1 conv5 conv5_conv5/relu | |||
| ConvolutionDepthWise conv6/dw 1 1 conv5_conv5/relu conv6/dw 0=256 1=3 2=1 3=2 4=1 5=1 6=2304 7=256 | |||
| ReLU conv6/dw/relu 1 1 conv6/dw conv6/dw_conv6/dw/relu | |||
| Convolution conv6 1 1 conv6/dw_conv6/dw/relu conv6 0=512 1=1 2=1 3=1 4=0 5=1 6=131072 | |||
| ReLU conv6/relu 1 1 conv6 conv6_conv6/relu | |||
| ConvolutionDepthWise conv7/dw 1 1 conv6_conv6/relu conv7/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU conv7/dw/relu 1 1 conv7/dw conv7/dw_conv7/dw/relu | |||
| Convolution conv7 1 1 conv7/dw_conv7/dw/relu conv7 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU conv7/relu 1 1 conv7 conv7_conv7/relu | |||
| ConvolutionDepthWise conv8/dw 1 1 conv7_conv7/relu conv8/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU conv8/dw/relu 1 1 conv8/dw conv8/dw_conv8/dw/relu | |||
| Convolution conv8 1 1 conv8/dw_conv8/dw/relu conv8 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU conv8/relu 1 1 conv8 conv8_conv8/relu | |||
| ConvolutionDepthWise conv9/dw 1 1 conv8_conv8/relu conv9/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU conv9/dw/relu 1 1 conv9/dw conv9/dw_conv9/dw/relu | |||
| Convolution conv9 1 1 conv9/dw_conv9/dw/relu conv9 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU conv9/relu 1 1 conv9 conv9_conv9/relu | |||
| ConvolutionDepthWise conv10/dw 1 1 conv9_conv9/relu conv10/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU conv10/dw/relu 1 1 conv10/dw conv10/dw_conv10/dw/relu | |||
| Convolution conv10 1 1 conv10/dw_conv10/dw/relu conv10 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU conv10/relu 1 1 conv10 conv10_conv10/relu | |||
| ConvolutionDepthWise conv11/dw 1 1 conv10_conv10/relu conv11/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU conv11/dw/relu 1 1 conv11/dw conv11/dw_conv11/dw/relu | |||
| Convolution conv11 1 1 conv11/dw_conv11/dw/relu conv11 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU conv11/relu 1 1 conv11 conv11_conv11/relu | |||
| Split splitncnn_1 1 4 conv11_conv11/relu conv11_conv11/relu_splitncnn_0 conv11_conv11/relu_splitncnn_1 conv11_conv11/relu_splitncnn_2 conv11_conv11/relu_splitncnn_3 | |||
| ConvolutionDepthWise conv12/dw 1 1 conv11_conv11/relu_splitncnn_3 conv12/dw 0=512 1=3 2=1 3=2 4=1 5=1 6=4608 7=512 | |||
| ReLU conv12/dw/relu 1 1 conv12/dw conv12/dw_conv12/dw/relu | |||
| Convolution conv12 1 1 conv12/dw_conv12/dw/relu conv12 0=1024 1=1 2=1 3=1 4=0 5=1 6=524288 | |||
| ReLU conv12/relu 1 1 conv12 conv12_conv12/relu | |||
| ConvolutionDepthWise conv13/dw 1 1 conv12_conv12/relu conv13/dw 0=1024 1=3 2=1 3=1 4=1 5=1 6=9216 7=1024 | |||
| ReLU conv13/dw/relu 1 1 conv13/dw conv13/dw_conv13/dw/relu | |||
| Convolution conv13 1 1 conv13/dw_conv13/dw/relu conv13 0=1024 1=1 2=1 3=1 4=0 5=1 6=1048576 | |||
| ReLU conv13/relu 1 1 conv13 conv13_conv13/relu | |||
| Split splitncnn_2 1 4 conv13_conv13/relu conv13_conv13/relu_splitncnn_0 conv13_conv13/relu_splitncnn_1 conv13_conv13/relu_splitncnn_2 conv13_conv13/relu_splitncnn_3 | |||
| Convolution conv14_1 1 1 conv13_conv13/relu_splitncnn_3 conv14_1 0=256 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU conv14_1/relu 1 1 conv14_1 conv14_1_conv14_1/relu | |||
| Convolution conv14_2 1 1 conv14_1_conv14_1/relu conv14_2 0=512 1=3 2=1 3=2 4=1 5=1 6=1179648 | |||
| ReLU conv14_2/relu 1 1 conv14_2 conv14_2_conv14_2/relu | |||
| Split splitncnn_3 1 4 conv14_2_conv14_2/relu conv14_2_conv14_2/relu_splitncnn_0 conv14_2_conv14_2/relu_splitncnn_1 conv14_2_conv14_2/relu_splitncnn_2 conv14_2_conv14_2/relu_splitncnn_3 | |||
| Convolution conv15_1 1 1 conv14_2_conv14_2/relu_splitncnn_3 conv15_1 0=128 1=1 2=1 3=1 4=0 5=1 6=65536 | |||
| ReLU conv15_1/relu 1 1 conv15_1 conv15_1_conv15_1/relu | |||
| Convolution conv15_2 1 1 conv15_1_conv15_1/relu conv15_2 0=256 1=3 2=1 3=2 4=1 5=1 6=294912 | |||
| ReLU conv15_2/relu 1 1 conv15_2 conv15_2_conv15_2/relu | |||
| Split splitncnn_4 1 4 conv15_2_conv15_2/relu conv15_2_conv15_2/relu_splitncnn_0 conv15_2_conv15_2/relu_splitncnn_1 conv15_2_conv15_2/relu_splitncnn_2 conv15_2_conv15_2/relu_splitncnn_3 | |||
| Convolution conv16_1 1 1 conv15_2_conv15_2/relu_splitncnn_3 conv16_1 0=128 1=1 2=1 3=1 4=0 5=1 6=32768 | |||
| ReLU conv16_1/relu 1 1 conv16_1 conv16_1_conv16_1/relu | |||
| Convolution conv16_2 1 1 conv16_1_conv16_1/relu conv16_2 0=256 1=3 2=1 3=2 4=1 5=1 6=294912 | |||
| ReLU conv16_2/relu 1 1 conv16_2 conv16_2_conv16_2/relu | |||
| Split splitncnn_5 1 4 conv16_2_conv16_2/relu conv16_2_conv16_2/relu_splitncnn_0 conv16_2_conv16_2/relu_splitncnn_1 conv16_2_conv16_2/relu_splitncnn_2 conv16_2_conv16_2/relu_splitncnn_3 | |||
| Convolution conv17_1 1 1 conv16_2_conv16_2/relu_splitncnn_3 conv17_1 0=64 1=1 2=1 3=1 4=0 5=1 6=16384 | |||
| ReLU conv17_1/relu 1 1 conv17_1 conv17_1_conv17_1/relu | |||
| Convolution conv17_2 1 1 conv17_1_conv17_1/relu conv17_2 0=128 1=3 2=1 3=2 4=1 5=1 6=73728 | |||
| ReLU conv17_2/relu 1 1 conv17_2 conv17_2_conv17_2/relu | |||
| Split splitncnn_6 1 3 conv17_2_conv17_2/relu conv17_2_conv17_2/relu_splitncnn_0 conv17_2_conv17_2/relu_splitncnn_1 conv17_2_conv17_2/relu_splitncnn_2 | |||
| Convolution conv11_mbox_loc 1 1 conv11_conv11/relu_splitncnn_2 conv11_mbox_loc 0=12 1=1 2=1 3=1 4=0 5=1 6=6144 | |||
| Permute conv11_mbox_loc_perm 1 1 conv11_mbox_loc conv11_mbox_loc_perm 0=3 | |||
| Flatten conv11_mbox_loc_flat 1 1 conv11_mbox_loc_perm conv11_mbox_loc_flat | |||
| Convolution conv11_mbox_conf 1 1 conv11_conv11/relu_splitncnn_1 conv11_mbox_conf 0=63 1=1 2=1 3=1 4=0 5=1 6=32256 | |||
| Permute conv11_mbox_conf_perm 1 1 conv11_mbox_conf conv11_mbox_conf_perm 0=3 | |||
| Flatten conv11_mbox_conf_flat 1 1 conv11_mbox_conf_perm conv11_mbox_conf_flat | |||
| PriorBox conv11_mbox_priorbox 2 1 conv11_conv11/relu_splitncnn_0 data_splitncnn_5 conv11_mbox_priorbox -23300=1,60.000000 -23301=0 -23302=1,2.000000 3=0.100000 4=0.100000 5=0.200000 6=0.200000 7=1 8=0 9=-233 10=-233 11=-233.000000 12=-233.000000 13=0.500000 | |||
| Convolution conv13_mbox_loc 1 1 conv13_conv13/relu_splitncnn_2 conv13_mbox_loc 0=24 1=1 2=1 3=1 4=0 5=1 6=24576 | |||
| Permute conv13_mbox_loc_perm 1 1 conv13_mbox_loc conv13_mbox_loc_perm 0=3 | |||
| Flatten conv13_mbox_loc_flat 1 1 conv13_mbox_loc_perm conv13_mbox_loc_flat | |||
| Convolution conv13_mbox_conf 1 1 conv13_conv13/relu_splitncnn_1 conv13_mbox_conf 0=126 1=1 2=1 3=1 4=0 5=1 6=129024 | |||
| Permute conv13_mbox_conf_perm 1 1 conv13_mbox_conf conv13_mbox_conf_perm 0=3 | |||
| Flatten conv13_mbox_conf_flat 1 1 conv13_mbox_conf_perm conv13_mbox_conf_flat | |||
| PriorBox conv13_mbox_priorbox 2 1 conv13_conv13/relu_splitncnn_0 data_splitncnn_4 conv13_mbox_priorbox -23300=1,105.000000 -23301=1,150.000000 -23302=2,2.000000,3.000000 3=0.100000 4=0.100000 5=0.200000 6=0.200000 7=1 8=0 9=-233 10=-233 11=-233.000000 12=-233.000000 13=0.500000 | |||
| Convolution conv14_2_mbox_loc 1 1 conv14_2_conv14_2/relu_splitncnn_2 conv14_2_mbox_loc 0=24 1=1 2=1 3=1 4=0 5=1 6=12288 | |||
| Permute conv14_2_mbox_loc_perm 1 1 conv14_2_mbox_loc conv14_2_mbox_loc_perm 0=3 | |||
| Flatten conv14_2_mbox_loc_flat 1 1 conv14_2_mbox_loc_perm conv14_2_mbox_loc_flat | |||
| Convolution conv14_2_mbox_conf 1 1 conv14_2_conv14_2/relu_splitncnn_1 conv14_2_mbox_conf 0=126 1=1 2=1 3=1 4=0 5=1 6=64512 | |||
| Permute conv14_2_mbox_conf_perm 1 1 conv14_2_mbox_conf conv14_2_mbox_conf_perm 0=3 | |||
| Flatten conv14_2_mbox_conf_flat 1 1 conv14_2_mbox_conf_perm conv14_2_mbox_conf_flat | |||
| PriorBox conv14_2_mbox_priorbox 2 1 conv14_2_conv14_2/relu_splitncnn_0 data_splitncnn_3 conv14_2_mbox_priorbox -23300=1,150.000000 -23301=1,195.000000 -23302=2,2.000000,3.000000 3=0.100000 4=0.100000 5=0.200000 6=0.200000 7=1 8=0 9=-233 10=-233 11=-233.000000 12=-233.000000 13=0.500000 | |||
| Convolution conv15_2_mbox_loc 1 1 conv15_2_conv15_2/relu_splitncnn_2 conv15_2_mbox_loc 0=24 1=1 2=1 3=1 4=0 5=1 6=6144 | |||
| Permute conv15_2_mbox_loc_perm 1 1 conv15_2_mbox_loc conv15_2_mbox_loc_perm 0=3 | |||
| Flatten conv15_2_mbox_loc_flat 1 1 conv15_2_mbox_loc_perm conv15_2_mbox_loc_flat | |||
| Convolution conv15_2_mbox_conf 1 1 conv15_2_conv15_2/relu_splitncnn_1 conv15_2_mbox_conf 0=126 1=1 2=1 3=1 4=0 5=1 6=32256 | |||
| Permute conv15_2_mbox_conf_perm 1 1 conv15_2_mbox_conf conv15_2_mbox_conf_perm 0=3 | |||
| Flatten conv15_2_mbox_conf_flat 1 1 conv15_2_mbox_conf_perm conv15_2_mbox_conf_flat | |||
| PriorBox conv15_2_mbox_priorbox 2 1 conv15_2_conv15_2/relu_splitncnn_0 data_splitncnn_2 conv15_2_mbox_priorbox -23300=1,195.000000 -23301=1,240.000000 -23302=2,2.000000,3.000000 3=0.100000 4=0.100000 5=0.200000 6=0.200000 7=1 8=0 9=-233 10=-233 11=-233.000000 12=-233.000000 13=0.500000 | |||
| Convolution conv16_2_mbox_loc 1 1 conv16_2_conv16_2/relu_splitncnn_2 conv16_2_mbox_loc 0=24 1=1 2=1 3=1 4=0 5=1 6=6144 | |||
| Permute conv16_2_mbox_loc_perm 1 1 conv16_2_mbox_loc conv16_2_mbox_loc_perm 0=3 | |||
| Flatten conv16_2_mbox_loc_flat 1 1 conv16_2_mbox_loc_perm conv16_2_mbox_loc_flat | |||
| Convolution conv16_2_mbox_conf 1 1 conv16_2_conv16_2/relu_splitncnn_1 conv16_2_mbox_conf 0=126 1=1 2=1 3=1 4=0 5=1 6=32256 | |||
| Permute conv16_2_mbox_conf_perm 1 1 conv16_2_mbox_conf conv16_2_mbox_conf_perm 0=3 | |||
| Flatten conv16_2_mbox_conf_flat 1 1 conv16_2_mbox_conf_perm conv16_2_mbox_conf_flat | |||
| PriorBox conv16_2_mbox_priorbox 2 1 conv16_2_conv16_2/relu_splitncnn_0 data_splitncnn_1 conv16_2_mbox_priorbox -23300=1,240.000000 -23301=1,285.000000 -23302=2,2.000000,3.000000 3=0.100000 4=0.100000 5=0.200000 6=0.200000 7=1 8=0 9=-233 10=-233 11=-233.000000 12=-233.000000 13=0.500000 | |||
| Convolution conv17_2_mbox_loc 1 1 conv17_2_conv17_2/relu_splitncnn_2 conv17_2_mbox_loc 0=24 1=1 2=1 3=1 4=0 5=1 6=3072 | |||
| Permute conv17_2_mbox_loc_perm 1 1 conv17_2_mbox_loc conv17_2_mbox_loc_perm 0=3 | |||
| Flatten conv17_2_mbox_loc_flat 1 1 conv17_2_mbox_loc_perm conv17_2_mbox_loc_flat | |||
| Convolution conv17_2_mbox_conf 1 1 conv17_2_conv17_2/relu_splitncnn_1 conv17_2_mbox_conf 0=126 1=1 2=1 3=1 4=0 5=1 6=16128 | |||
| Permute conv17_2_mbox_conf_perm 1 1 conv17_2_mbox_conf conv17_2_mbox_conf_perm 0=3 | |||
| Flatten conv17_2_mbox_conf_flat 1 1 conv17_2_mbox_conf_perm conv17_2_mbox_conf_flat | |||
| PriorBox conv17_2_mbox_priorbox 2 1 conv17_2_conv17_2/relu_splitncnn_0 data_splitncnn_0 conv17_2_mbox_priorbox -23300=1,285.000000 -23301=1,300.000000 -23302=2,2.000000,3.000000 3=0.100000 4=0.100000 5=0.200000 6=0.200000 7=1 8=0 9=-233 10=-233 11=-233.000000 12=-233.000000 13=0.500000 | |||
| Concat mbox_loc 6 1 conv11_mbox_loc_flat conv13_mbox_loc_flat conv14_2_mbox_loc_flat conv15_2_mbox_loc_flat conv16_2_mbox_loc_flat conv17_2_mbox_loc_flat mbox_loc 0=0 | |||
| Concat mbox_conf 6 1 conv11_mbox_conf_flat conv13_mbox_conf_flat conv14_2_mbox_conf_flat conv15_2_mbox_conf_flat conv16_2_mbox_conf_flat conv17_2_mbox_conf_flat mbox_conf 0=0 | |||
| Concat mbox_priorbox 6 1 conv11_mbox_priorbox conv13_mbox_priorbox conv14_2_mbox_priorbox conv15_2_mbox_priorbox conv16_2_mbox_priorbox conv17_2_mbox_priorbox mbox_priorbox 0=1 | |||
| Reshape mbox_conf_reshape 1 1 mbox_conf mbox_conf_reshape 0=21 1=-1 2=-233 3=0 | |||
| Softmax mbox_conf_softmax 1 1 mbox_conf_reshape mbox_conf_softmax 0=1 1=1 | |||
| Flatten mbox_conf_flatten 1 1 mbox_conf_softmax mbox_conf_flatten | |||
| DetectionOutput detection_out 3 1 mbox_loc mbox_conf_flatten mbox_priorbox detection_out 0=21 1=0.450000 2=100 3=100 4=0.250000 | |||
| 92 115 | |||
| Input input 0 1 data 0=300 1=300 2=3 | |||
| Split splitncnn_0 1 7 data data_splitncnn_0 data_splitncnn_1 data_splitncnn_2 data_splitncnn_3 data_splitncnn_4 data_splitncnn_5 data_splitncnn_6 | |||
| Convolution conv0 1 1 data_splitncnn_6 conv0_conv0/relu 0=32 1=3 3=2 4=1 5=1 6=864 9=1 | |||
| ConvolutionDepthWise conv1/dw 1 1 conv0_conv0/relu conv1/dw_conv1/dw/relu 0=32 1=3 4=1 5=1 6=288 7=32 9=1 | |||
| Convolution conv1 1 1 conv1/dw_conv1/dw/relu conv1_conv1/relu 0=64 1=1 5=1 6=2048 9=1 | |||
| ConvolutionDepthWise conv2/dw 1 1 conv1_conv1/relu conv2/dw_conv2/dw/relu 0=64 1=3 3=2 4=1 5=1 6=576 7=64 9=1 | |||
| Convolution conv2 1 1 conv2/dw_conv2/dw/relu conv2_conv2/relu 0=128 1=1 5=1 6=8192 9=1 | |||
| ConvolutionDepthWise conv3/dw 1 1 conv2_conv2/relu conv3/dw_conv3/dw/relu 0=128 1=3 4=1 5=1 6=1152 7=128 9=1 | |||
| Convolution conv3 1 1 conv3/dw_conv3/dw/relu conv3_conv3/relu 0=128 1=1 5=1 6=16384 9=1 | |||
| ConvolutionDepthWise conv4/dw 1 1 conv3_conv3/relu conv4/dw_conv4/dw/relu 0=128 1=3 3=2 4=1 5=1 6=1152 7=128 9=1 | |||
| Convolution conv4 1 1 conv4/dw_conv4/dw/relu conv4_conv4/relu 0=256 1=1 5=1 6=32768 9=1 | |||
| ConvolutionDepthWise conv5/dw 1 1 conv4_conv4/relu conv5/dw_conv5/dw/relu 0=256 1=3 4=1 5=1 6=2304 7=256 9=1 | |||
| Convolution conv5 1 1 conv5/dw_conv5/dw/relu conv5_conv5/relu 0=256 1=1 5=1 6=65536 9=1 | |||
| ConvolutionDepthWise conv6/dw 1 1 conv5_conv5/relu conv6/dw_conv6/dw/relu 0=256 1=3 3=2 4=1 5=1 6=2304 7=256 9=1 | |||
| Convolution conv6 1 1 conv6/dw_conv6/dw/relu conv6_conv6/relu 0=512 1=1 5=1 6=131072 9=1 | |||
| ConvolutionDepthWise conv7/dw 1 1 conv6_conv6/relu conv7/dw_conv7/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv7 1 1 conv7/dw_conv7/dw/relu conv7_conv7/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv8/dw 1 1 conv7_conv7/relu conv8/dw_conv8/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv8 1 1 conv8/dw_conv8/dw/relu conv8_conv8/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv9/dw 1 1 conv8_conv8/relu conv9/dw_conv9/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv9 1 1 conv9/dw_conv9/dw/relu conv9_conv9/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv10/dw 1 1 conv9_conv9/relu conv10/dw_conv10/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv10 1 1 conv10/dw_conv10/dw/relu conv10_conv10/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv11/dw 1 1 conv10_conv10/relu conv11/dw_conv11/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv11 1 1 conv11/dw_conv11/dw/relu conv11_conv11/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| Split splitncnn_1 1 4 conv11_conv11/relu conv11_conv11/relu_splitncnn_0 conv11_conv11/relu_splitncnn_1 conv11_conv11/relu_splitncnn_2 conv11_conv11/relu_splitncnn_3 | |||
| ConvolutionDepthWise conv12/dw 1 1 conv11_conv11/relu_splitncnn_3 conv12/dw_conv12/dw/relu 0=512 1=3 3=2 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv12 1 1 conv12/dw_conv12/dw/relu conv12_conv12/relu 0=1024 1=1 5=1 6=524288 9=1 | |||
| ConvolutionDepthWise conv13/dw 1 1 conv12_conv12/relu conv13/dw_conv13/dw/relu 0=1024 1=3 4=1 5=1 6=9216 7=1024 9=1 | |||
| Convolution conv13 1 1 conv13/dw_conv13/dw/relu conv13_conv13/relu 0=1024 1=1 5=1 6=1048576 9=1 | |||
| Split splitncnn_2 1 4 conv13_conv13/relu conv13_conv13/relu_splitncnn_0 conv13_conv13/relu_splitncnn_1 conv13_conv13/relu_splitncnn_2 conv13_conv13/relu_splitncnn_3 | |||
| Convolution conv14_1 1 1 conv13_conv13/relu_splitncnn_3 conv14_1_conv14_1/relu 0=256 1=1 5=1 6=262144 9=1 | |||
| Convolution conv14_2 1 1 conv14_1_conv14_1/relu conv14_2_conv14_2/relu 0=512 1=3 3=2 4=1 5=1 6=1179648 9=1 | |||
| Split splitncnn_3 1 4 conv14_2_conv14_2/relu conv14_2_conv14_2/relu_splitncnn_0 conv14_2_conv14_2/relu_splitncnn_1 conv14_2_conv14_2/relu_splitncnn_2 conv14_2_conv14_2/relu_splitncnn_3 | |||
| Convolution conv15_1 1 1 conv14_2_conv14_2/relu_splitncnn_3 conv15_1_conv15_1/relu 0=128 1=1 5=1 6=65536 9=1 | |||
| Convolution conv15_2 1 1 conv15_1_conv15_1/relu conv15_2_conv15_2/relu 0=256 1=3 3=2 4=1 5=1 6=294912 9=1 | |||
| Split splitncnn_4 1 4 conv15_2_conv15_2/relu conv15_2_conv15_2/relu_splitncnn_0 conv15_2_conv15_2/relu_splitncnn_1 conv15_2_conv15_2/relu_splitncnn_2 conv15_2_conv15_2/relu_splitncnn_3 | |||
| Convolution conv16_1 1 1 conv15_2_conv15_2/relu_splitncnn_3 conv16_1_conv16_1/relu 0=128 1=1 5=1 6=32768 9=1 | |||
| Convolution conv16_2 1 1 conv16_1_conv16_1/relu conv16_2_conv16_2/relu 0=256 1=3 3=2 4=1 5=1 6=294912 9=1 | |||
| Split splitncnn_5 1 4 conv16_2_conv16_2/relu conv16_2_conv16_2/relu_splitncnn_0 conv16_2_conv16_2/relu_splitncnn_1 conv16_2_conv16_2/relu_splitncnn_2 conv16_2_conv16_2/relu_splitncnn_3 | |||
| Convolution conv17_1 1 1 conv16_2_conv16_2/relu_splitncnn_3 conv17_1_conv17_1/relu 0=64 1=1 5=1 6=16384 9=1 | |||
| Convolution conv17_2 1 1 conv17_1_conv17_1/relu conv17_2_conv17_2/relu 0=128 1=3 3=2 4=1 5=1 6=73728 9=1 | |||
| Split splitncnn_6 1 3 conv17_2_conv17_2/relu conv17_2_conv17_2/relu_splitncnn_0 conv17_2_conv17_2/relu_splitncnn_1 conv17_2_conv17_2/relu_splitncnn_2 | |||
| Convolution conv11_mbox_loc 1 1 conv11_conv11/relu_splitncnn_2 conv11_mbox_loc 0=12 1=1 5=1 6=6144 | |||
| Permute conv11_mbox_loc_perm 1 1 conv11_mbox_loc conv11_mbox_loc_perm 0=3 | |||
| Flatten conv11_mbox_loc_flat 1 1 conv11_mbox_loc_perm conv11_mbox_loc_flat | |||
| Convolution conv11_mbox_conf 1 1 conv11_conv11/relu_splitncnn_1 conv11_mbox_conf 0=63 1=1 5=1 6=32256 | |||
| Permute conv11_mbox_conf_perm 1 1 conv11_mbox_conf conv11_mbox_conf_perm 0=3 | |||
| Flatten conv11_mbox_conf_flat 1 1 conv11_mbox_conf_perm conv11_mbox_conf_flat | |||
| PriorBox conv11_mbox_priorbox 2 1 conv11_conv11/relu_splitncnn_0 data_splitncnn_5 conv11_mbox_priorbox -23300=1,1114636288 -23302=1,1073741824 9=-233 10=-233 13=0.500000 | |||
| Convolution conv13_mbox_loc 1 1 conv13_conv13/relu_splitncnn_2 conv13_mbox_loc 0=24 1=1 5=1 6=24576 | |||
| Permute conv13_mbox_loc_perm 1 1 conv13_mbox_loc conv13_mbox_loc_perm 0=3 | |||
| Flatten conv13_mbox_loc_flat 1 1 conv13_mbox_loc_perm conv13_mbox_loc_flat | |||
| Convolution conv13_mbox_conf 1 1 conv13_conv13/relu_splitncnn_1 conv13_mbox_conf 0=126 1=1 5=1 6=129024 | |||
| Permute conv13_mbox_conf_perm 1 1 conv13_mbox_conf conv13_mbox_conf_perm 0=3 | |||
| Flatten conv13_mbox_conf_flat 1 1 conv13_mbox_conf_perm conv13_mbox_conf_flat | |||
| PriorBox conv13_mbox_priorbox 2 1 conv13_conv13/relu_splitncnn_0 data_splitncnn_4 conv13_mbox_priorbox -23300=1,1121058816 -23301=1,1125515264 -23302=2,1073741824,1077936128 9=-233 10=-233 13=0.500000 | |||
| Convolution conv14_2_mbox_loc 1 1 conv14_2_conv14_2/relu_splitncnn_2 conv14_2_mbox_loc 0=24 1=1 5=1 6=12288 | |||
| Permute conv14_2_mbox_loc_perm 1 1 conv14_2_mbox_loc conv14_2_mbox_loc_perm 0=3 | |||
| Flatten conv14_2_mbox_loc_flat 1 1 conv14_2_mbox_loc_perm conv14_2_mbox_loc_flat | |||
| Convolution conv14_2_mbox_conf 1 1 conv14_2_conv14_2/relu_splitncnn_1 conv14_2_mbox_conf 0=126 1=1 5=1 6=64512 | |||
| Permute conv14_2_mbox_conf_perm 1 1 conv14_2_mbox_conf conv14_2_mbox_conf_perm 0=3 | |||
| Flatten conv14_2_mbox_conf_flat 1 1 conv14_2_mbox_conf_perm conv14_2_mbox_conf_flat | |||
| PriorBox conv14_2_mbox_priorbox 2 1 conv14_2_conv14_2/relu_splitncnn_0 data_splitncnn_3 conv14_2_mbox_priorbox -23300=1,1125515264 -23301=1,1128464384 -23302=2,1073741824,1077936128 9=-233 10=-233 13=0.500000 | |||
| Convolution conv15_2_mbox_loc 1 1 conv15_2_conv15_2/relu_splitncnn_2 conv15_2_mbox_loc 0=24 1=1 5=1 6=6144 | |||
| Permute conv15_2_mbox_loc_perm 1 1 conv15_2_mbox_loc conv15_2_mbox_loc_perm 0=3 | |||
| Flatten conv15_2_mbox_loc_flat 1 1 conv15_2_mbox_loc_perm conv15_2_mbox_loc_flat | |||
| Convolution conv15_2_mbox_conf 1 1 conv15_2_conv15_2/relu_splitncnn_1 conv15_2_mbox_conf 0=126 1=1 5=1 6=32256 | |||
| Permute conv15_2_mbox_conf_perm 1 1 conv15_2_mbox_conf conv15_2_mbox_conf_perm 0=3 | |||
| Flatten conv15_2_mbox_conf_flat 1 1 conv15_2_mbox_conf_perm conv15_2_mbox_conf_flat | |||
| PriorBox conv15_2_mbox_priorbox 2 1 conv15_2_conv15_2/relu_splitncnn_0 data_splitncnn_2 conv15_2_mbox_priorbox -23300=1,1128464384 -23301=1,1131413504 -23302=2,1073741824,1077936128 9=-233 10=-233 13=0.500000 | |||
| Convolution conv16_2_mbox_loc 1 1 conv16_2_conv16_2/relu_splitncnn_2 conv16_2_mbox_loc 0=24 1=1 5=1 6=6144 | |||
| Permute conv16_2_mbox_loc_perm 1 1 conv16_2_mbox_loc conv16_2_mbox_loc_perm 0=3 | |||
| Flatten conv16_2_mbox_loc_flat 1 1 conv16_2_mbox_loc_perm conv16_2_mbox_loc_flat | |||
| Convolution conv16_2_mbox_conf 1 1 conv16_2_conv16_2/relu_splitncnn_1 conv16_2_mbox_conf 0=126 1=1 5=1 6=32256 | |||
| Permute conv16_2_mbox_conf_perm 1 1 conv16_2_mbox_conf conv16_2_mbox_conf_perm 0=3 | |||
| Flatten conv16_2_mbox_conf_flat 1 1 conv16_2_mbox_conf_perm conv16_2_mbox_conf_flat | |||
| PriorBox conv16_2_mbox_priorbox 2 1 conv16_2_conv16_2/relu_splitncnn_0 data_splitncnn_1 conv16_2_mbox_priorbox -23300=1,1131413504 -23301=1,1133412352 -23302=2,1073741824,1077936128 9=-233 10=-233 13=0.500000 | |||
| Convolution conv17_2_mbox_loc 1 1 conv17_2_conv17_2/relu_splitncnn_2 conv17_2_mbox_loc 0=24 1=1 5=1 6=3072 | |||
| Permute conv17_2_mbox_loc_perm 1 1 conv17_2_mbox_loc conv17_2_mbox_loc_perm 0=3 | |||
| Flatten conv17_2_mbox_loc_flat 1 1 conv17_2_mbox_loc_perm conv17_2_mbox_loc_flat | |||
| Convolution conv17_2_mbox_conf 1 1 conv17_2_conv17_2/relu_splitncnn_1 conv17_2_mbox_conf 0=126 1=1 5=1 6=16128 | |||
| Permute conv17_2_mbox_conf_perm 1 1 conv17_2_mbox_conf conv17_2_mbox_conf_perm 0=3 | |||
| Flatten conv17_2_mbox_conf_flat 1 1 conv17_2_mbox_conf_perm conv17_2_mbox_conf_flat | |||
| PriorBox conv17_2_mbox_priorbox 2 1 conv17_2_conv17_2/relu_splitncnn_0 data_splitncnn_0 conv17_2_mbox_priorbox -23300=1,1133412352 -23301=1,1133903872 -23302=2,1073741824,1077936128 9=-233 10=-233 13=0.500000 | |||
| Concat mbox_loc 6 1 conv11_mbox_loc_flat conv13_mbox_loc_flat conv14_2_mbox_loc_flat conv15_2_mbox_loc_flat conv16_2_mbox_loc_flat conv17_2_mbox_loc_flat mbox_loc | |||
| Concat mbox_conf 6 1 conv11_mbox_conf_flat conv13_mbox_conf_flat conv14_2_mbox_conf_flat conv15_2_mbox_conf_flat conv16_2_mbox_conf_flat conv17_2_mbox_conf_flat mbox_conf | |||
| Concat mbox_priorbox 6 1 conv11_mbox_priorbox conv13_mbox_priorbox conv14_2_mbox_priorbox conv15_2_mbox_priorbox conv16_2_mbox_priorbox conv17_2_mbox_priorbox mbox_priorbox 0=1 | |||
| Reshape mbox_conf_reshape 1 1 mbox_conf mbox_conf_reshape 0=21 1=-1 | |||
| Softmax mbox_conf_softmax 1 1 mbox_conf_reshape mbox_conf_softmax 0=1 1=1 | |||
| Flatten mbox_conf_flatten 1 1 mbox_conf_softmax mbox_conf_flatten | |||
| DetectionOutput detection_out 3 1 mbox_loc mbox_conf_flatten mbox_priorbox detection_out 0=21 1=0.450000 2=100 4=0.250000 | |||
+ 78
- 220
benchmark/mobilenet_v2.param
View File
| @@ -1,221 +1,79 @@ | |||
| 7767517 | |||
| 219 229 | |||
| Input data 0 1 data 0=224 1=224 2=3 | |||
| Convolution conv1 1 1 data conv1 0=32 1=3 2=1 3=2 4=1 5=0 6=864 | |||
| BatchNorm conv1/bn 1 1 conv1 conv1/bn 0=32 | |||
| Scale conv1/scale 1 1 conv1/bn conv1/bn_conv1/scale 0=32 1=1 | |||
| ReLU relu1 1 1 conv1/bn_conv1/scale conv1/bn_relu1 | |||
| Convolution conv2_1/expand 1 1 conv1/bn_relu1 conv2_1/expand 0=32 1=1 2=1 3=1 4=0 5=0 6=1024 | |||
| BatchNorm conv2_1/expand/bn 1 1 conv2_1/expand conv2_1/expand/bn 0=32 | |||
| Scale conv2_1/expand/scale 1 1 conv2_1/expand/bn conv2_1/expand/bn_conv2_1/expand/scale 0=32 1=1 | |||
| ReLU relu2_1/expand 1 1 conv2_1/expand/bn_conv2_1/expand/scale conv2_1/expand/bn_relu2_1/expand | |||
| ConvolutionDepthWise conv2_1/dwise 1 1 conv2_1/expand/bn_relu2_1/expand conv2_1/dwise 0=32 1=3 2=1 3=1 4=1 5=0 6=288 7=32 | |||
| BatchNorm conv2_1/dwise/bn 1 1 conv2_1/dwise conv2_1/dwise/bn 0=32 | |||
| Scale conv2_1/dwise/scale 1 1 conv2_1/dwise/bn conv2_1/dwise/bn_conv2_1/dwise/scale 0=32 1=1 | |||
| ReLU relu2_1/dwise 1 1 conv2_1/dwise/bn_conv2_1/dwise/scale conv2_1/dwise/bn_relu2_1/dwise | |||
| Convolution conv2_1/linear 1 1 conv2_1/dwise/bn_relu2_1/dwise conv2_1/linear 0=16 1=1 2=1 3=1 4=0 5=0 6=512 | |||
| BatchNorm conv2_1/linear/bn 1 1 conv2_1/linear conv2_1/linear/bn 0=16 | |||
| Scale conv2_1/linear/scale 1 1 conv2_1/linear/bn conv2_1/linear/bn_conv2_1/linear/scale 0=16 1=1 | |||
| Convolution conv2_2/expand 1 1 conv2_1/linear/bn_conv2_1/linear/scale conv2_2/expand 0=96 1=1 2=1 3=1 4=0 5=0 6=1536 | |||
| BatchNorm conv2_2/expand/bn 1 1 conv2_2/expand conv2_2/expand/bn 0=96 | |||
| Scale conv2_2/expand/scale 1 1 conv2_2/expand/bn conv2_2/expand/bn_conv2_2/expand/scale 0=96 1=1 | |||
| ReLU relu2_2/expand 1 1 conv2_2/expand/bn_conv2_2/expand/scale conv2_2/expand/bn_relu2_2/expand | |||
| ConvolutionDepthWise conv2_2/dwise 1 1 conv2_2/expand/bn_relu2_2/expand conv2_2/dwise 0=96 1=3 2=1 3=2 4=1 5=0 6=864 7=96 | |||
| BatchNorm conv2_2/dwise/bn 1 1 conv2_2/dwise conv2_2/dwise/bn 0=96 | |||
| Scale conv2_2/dwise/scale 1 1 conv2_2/dwise/bn conv2_2/dwise/bn_conv2_2/dwise/scale 0=96 1=1 | |||
| ReLU relu2_2/dwise 1 1 conv2_2/dwise/bn_conv2_2/dwise/scale conv2_2/dwise/bn_relu2_2/dwise | |||
| Convolution conv2_2/linear 1 1 conv2_2/dwise/bn_relu2_2/dwise conv2_2/linear 0=24 1=1 2=1 3=1 4=0 5=0 6=2304 | |||
| BatchNorm conv2_2/linear/bn 1 1 conv2_2/linear conv2_2/linear/bn 0=24 | |||
| Scale conv2_2/linear/scale 1 1 conv2_2/linear/bn conv2_2/linear/bn_conv2_2/linear/scale 0=24 1=1 | |||
| Split 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 | |||
| Convolution conv3_1/expand 1 1 conv2_2/linear/bn_conv2_2/linear/scale_splitncnn_1 conv3_1/expand 0=144 1=1 2=1 3=1 4=0 5=0 6=3456 | |||
| BatchNorm conv3_1/expand/bn 1 1 conv3_1/expand conv3_1/expand/bn 0=144 | |||
| Scale conv3_1/expand/scale 1 1 conv3_1/expand/bn conv3_1/expand/bn_conv3_1/expand/scale 0=144 1=1 | |||
| ReLU relu3_1/expand 1 1 conv3_1/expand/bn_conv3_1/expand/scale conv3_1/expand/bn_relu3_1/expand | |||
| ConvolutionDepthWise conv3_1/dwise 1 1 conv3_1/expand/bn_relu3_1/expand conv3_1/dwise 0=144 1=3 2=1 3=1 4=1 5=0 6=1296 7=144 | |||
| BatchNorm conv3_1/dwise/bn 1 1 conv3_1/dwise conv3_1/dwise/bn 0=144 | |||
| Scale conv3_1/dwise/scale 1 1 conv3_1/dwise/bn conv3_1/dwise/bn_conv3_1/dwise/scale 0=144 1=1 | |||
| ReLU relu3_1/dwise 1 1 conv3_1/dwise/bn_conv3_1/dwise/scale conv3_1/dwise/bn_relu3_1/dwise | |||
| Convolution conv3_1/linear 1 1 conv3_1/dwise/bn_relu3_1/dwise conv3_1/linear 0=24 1=1 2=1 3=1 4=0 5=0 6=3456 | |||
| BatchNorm conv3_1/linear/bn 1 1 conv3_1/linear conv3_1/linear/bn 0=24 | |||
| Scale conv3_1/linear/scale 1 1 conv3_1/linear/bn conv3_1/linear/bn_conv3_1/linear/scale 0=24 1=1 | |||
| Eltwise 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 0=1 -23301=0 | |||
| Convolution conv3_2/expand 1 1 block_3_1 conv3_2/expand 0=144 1=1 2=1 3=1 4=0 5=0 6=3456 | |||
| BatchNorm conv3_2/expand/bn 1 1 conv3_2/expand conv3_2/expand/bn 0=144 | |||
| Scale conv3_2/expand/scale 1 1 conv3_2/expand/bn conv3_2/expand/bn_conv3_2/expand/scale 0=144 1=1 | |||
| ReLU relu3_2/expand 1 1 conv3_2/expand/bn_conv3_2/expand/scale conv3_2/expand/bn_relu3_2/expand | |||
| ConvolutionDepthWise conv3_2/dwise 1 1 conv3_2/expand/bn_relu3_2/expand conv3_2/dwise 0=144 1=3 2=1 3=2 4=1 5=0 6=1296 7=144 | |||
| BatchNorm conv3_2/dwise/bn 1 1 conv3_2/dwise conv3_2/dwise/bn 0=144 | |||
| Scale conv3_2/dwise/scale 1 1 conv3_2/dwise/bn conv3_2/dwise/bn_conv3_2/dwise/scale 0=144 1=1 | |||
| ReLU relu3_2/dwise 1 1 conv3_2/dwise/bn_conv3_2/dwise/scale conv3_2/dwise/bn_relu3_2/dwise | |||
| Convolution conv3_2/linear 1 1 conv3_2/dwise/bn_relu3_2/dwise conv3_2/linear 0=32 1=1 2=1 3=1 4=0 5=0 6=4608 | |||
| BatchNorm conv3_2/linear/bn 1 1 conv3_2/linear conv3_2/linear/bn 0=32 | |||
| Scale conv3_2/linear/scale 1 1 conv3_2/linear/bn conv3_2/linear/bn_conv3_2/linear/scale 0=32 1=1 | |||
| Split 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 | |||
| Convolution conv4_1/expand 1 1 conv3_2/linear/bn_conv3_2/linear/scale_splitncnn_1 conv4_1/expand 0=192 1=1 2=1 3=1 4=0 5=0 6=6144 | |||
| BatchNorm conv4_1/expand/bn 1 1 conv4_1/expand conv4_1/expand/bn 0=192 | |||
| Scale conv4_1/expand/scale 1 1 conv4_1/expand/bn conv4_1/expand/bn_conv4_1/expand/scale 0=192 1=1 | |||
| ReLU relu4_1/expand 1 1 conv4_1/expand/bn_conv4_1/expand/scale conv4_1/expand/bn_relu4_1/expand | |||
| ConvolutionDepthWise conv4_1/dwise 1 1 conv4_1/expand/bn_relu4_1/expand conv4_1/dwise 0=192 1=3 2=1 3=1 4=1 5=0 6=1728 7=192 | |||
| BatchNorm conv4_1/dwise/bn 1 1 conv4_1/dwise conv4_1/dwise/bn 0=192 | |||
| Scale conv4_1/dwise/scale 1 1 conv4_1/dwise/bn conv4_1/dwise/bn_conv4_1/dwise/scale 0=192 1=1 | |||
| ReLU relu4_1/dwise 1 1 conv4_1/dwise/bn_conv4_1/dwise/scale conv4_1/dwise/bn_relu4_1/dwise | |||
| Convolution conv4_1/linear 1 1 conv4_1/dwise/bn_relu4_1/dwise conv4_1/linear 0=32 1=1 2=1 3=1 4=0 5=0 6=6144 | |||
| BatchNorm conv4_1/linear/bn 1 1 conv4_1/linear conv4_1/linear/bn 0=32 | |||
| Scale conv4_1/linear/scale 1 1 conv4_1/linear/bn conv4_1/linear/bn_conv4_1/linear/scale 0=32 1=1 | |||
| Eltwise 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 0=1 -23301=0 | |||
| Split splitncnn_2 1 2 block_4_1 block_4_1_splitncnn_0 block_4_1_splitncnn_1 | |||
| Convolution conv4_2/expand 1 1 block_4_1_splitncnn_1 conv4_2/expand 0=192 1=1 2=1 3=1 4=0 5=0 6=6144 | |||
| BatchNorm conv4_2/expand/bn 1 1 conv4_2/expand conv4_2/expand/bn 0=192 | |||
| Scale conv4_2/expand/scale 1 1 conv4_2/expand/bn conv4_2/expand/bn_conv4_2/expand/scale 0=192 1=1 | |||
| ReLU relu4_2/expand 1 1 conv4_2/expand/bn_conv4_2/expand/scale conv4_2/expand/bn_relu4_2/expand | |||
| ConvolutionDepthWise conv4_2/dwise 1 1 conv4_2/expand/bn_relu4_2/expand conv4_2/dwise 0=192 1=3 2=1 3=1 4=1 5=0 6=1728 7=192 | |||
| BatchNorm conv4_2/dwise/bn 1 1 conv4_2/dwise conv4_2/dwise/bn 0=192 | |||
| Scale conv4_2/dwise/scale 1 1 conv4_2/dwise/bn conv4_2/dwise/bn_conv4_2/dwise/scale 0=192 1=1 | |||
| ReLU relu4_2/dwise 1 1 conv4_2/dwise/bn_conv4_2/dwise/scale conv4_2/dwise/bn_relu4_2/dwise | |||
| Convolution conv4_2/linear 1 1 conv4_2/dwise/bn_relu4_2/dwise conv4_2/linear 0=32 1=1 2=1 3=1 4=0 5=0 6=6144 | |||
| BatchNorm conv4_2/linear/bn 1 1 conv4_2/linear conv4_2/linear/bn 0=32 | |||
| Scale conv4_2/linear/scale 1 1 conv4_2/linear/bn conv4_2/linear/bn_conv4_2/linear/scale 0=32 1=1 | |||
| Eltwise block_4_2 2 1 block_4_1_splitncnn_0 conv4_2/linear/bn_conv4_2/linear/scale block_4_2 0=1 -23301=0 | |||
| Convolution conv4_3/expand 1 1 block_4_2 conv4_3/expand 0=192 1=1 2=1 3=1 4=0 5=0 6=6144 | |||
| BatchNorm conv4_3/expand/bn 1 1 conv4_3/expand conv4_3/expand/bn 0=192 | |||
| Scale conv4_3/expand/scale 1 1 conv4_3/expand/bn conv4_3/expand/bn_conv4_3/expand/scale 0=192 1=1 | |||
| ReLU relu4_3/expand 1 1 conv4_3/expand/bn_conv4_3/expand/scale conv4_3/expand/bn_relu4_3/expand | |||
| ConvolutionDepthWise conv4_3/dwise 1 1 conv4_3/expand/bn_relu4_3/expand conv4_3/dwise 0=192 1=3 2=1 3=2 4=1 5=0 6=1728 7=192 | |||
| BatchNorm conv4_3/dwise/bn 1 1 conv4_3/dwise conv4_3/dwise/bn 0=192 | |||
| Scale conv4_3/dwise/scale 1 1 conv4_3/dwise/bn conv4_3/dwise/bn_conv4_3/dwise/scale 0=192 1=1 | |||
| ReLU relu4_3/dwise 1 1 conv4_3/dwise/bn_conv4_3/dwise/scale conv4_3/dwise/bn_relu4_3/dwise | |||
| Convolution conv4_3/linear 1 1 conv4_3/dwise/bn_relu4_3/dwise conv4_3/linear 0=64 1=1 2=1 3=1 4=0 5=0 6=12288 | |||
| BatchNorm conv4_3/linear/bn 1 1 conv4_3/linear conv4_3/linear/bn 0=64 | |||
| Scale conv4_3/linear/scale 1 1 conv4_3/linear/bn conv4_3/linear/bn_conv4_3/linear/scale 0=64 1=1 | |||
| Split 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 | |||
| Convolution conv4_4/expand 1 1 conv4_3/linear/bn_conv4_3/linear/scale_splitncnn_1 conv4_4/expand 0=384 1=1 2=1 3=1 4=0 5=0 6=24576 | |||
| BatchNorm conv4_4/expand/bn 1 1 conv4_4/expand conv4_4/expand/bn 0=384 | |||
| Scale conv4_4/expand/scale 1 1 conv4_4/expand/bn conv4_4/expand/bn_conv4_4/expand/scale 0=384 1=1 | |||
| ReLU relu4_4/expand 1 1 conv4_4/expand/bn_conv4_4/expand/scale conv4_4/expand/bn_relu4_4/expand | |||
| ConvolutionDepthWise conv4_4/dwise 1 1 conv4_4/expand/bn_relu4_4/expand conv4_4/dwise 0=384 1=3 2=1 3=1 4=1 5=0 6=3456 7=384 | |||
| BatchNorm conv4_4/dwise/bn 1 1 conv4_4/dwise conv4_4/dwise/bn 0=384 | |||
| Scale conv4_4/dwise/scale 1 1 conv4_4/dwise/bn conv4_4/dwise/bn_conv4_4/dwise/scale 0=384 1=1 | |||
| ReLU relu4_4/dwise 1 1 conv4_4/dwise/bn_conv4_4/dwise/scale conv4_4/dwise/bn_relu4_4/dwise | |||
| Convolution conv4_4/linear 1 1 conv4_4/dwise/bn_relu4_4/dwise conv4_4/linear 0=64 1=1 2=1 3=1 4=0 5=0 6=24576 | |||
| BatchNorm conv4_4/linear/bn 1 1 conv4_4/linear conv4_4/linear/bn 0=64 | |||
| Scale conv4_4/linear/scale 1 1 conv4_4/linear/bn conv4_4/linear/bn_conv4_4/linear/scale 0=64 1=1 | |||
| Eltwise 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 0=1 -23301=0 | |||
| Split splitncnn_4 1 2 block_4_4 block_4_4_splitncnn_0 block_4_4_splitncnn_1 | |||
| Convolution conv4_5/expand 1 1 block_4_4_splitncnn_1 conv4_5/expand 0=384 1=1 2=1 3=1 4=0 5=0 6=24576 | |||
| BatchNorm conv4_5/expand/bn 1 1 conv4_5/expand conv4_5/expand/bn 0=384 | |||
| Scale conv4_5/expand/scale 1 1 conv4_5/expand/bn conv4_5/expand/bn_conv4_5/expand/scale 0=384 1=1 | |||
| ReLU relu4_5/expand 1 1 conv4_5/expand/bn_conv4_5/expand/scale conv4_5/expand/bn_relu4_5/expand | |||
| ConvolutionDepthWise conv4_5/dwise 1 1 conv4_5/expand/bn_relu4_5/expand conv4_5/dwise 0=384 1=3 2=1 3=1 4=1 5=0 6=3456 7=384 | |||
| BatchNorm conv4_5/dwise/bn 1 1 conv4_5/dwise conv4_5/dwise/bn 0=384 | |||
| Scale conv4_5/dwise/scale 1 1 conv4_5/dwise/bn conv4_5/dwise/bn_conv4_5/dwise/scale 0=384 1=1 | |||
| ReLU relu4_5/dwise 1 1 conv4_5/dwise/bn_conv4_5/dwise/scale conv4_5/dwise/bn_relu4_5/dwise | |||
| Convolution conv4_5/linear 1 1 conv4_5/dwise/bn_relu4_5/dwise conv4_5/linear 0=64 1=1 2=1 3=1 4=0 5=0 6=24576 | |||
| BatchNorm conv4_5/linear/bn 1 1 conv4_5/linear conv4_5/linear/bn 0=64 | |||
| Scale conv4_5/linear/scale 1 1 conv4_5/linear/bn conv4_5/linear/bn_conv4_5/linear/scale 0=64 1=1 | |||
| Eltwise block_4_5 2 1 block_4_4_splitncnn_0 conv4_5/linear/bn_conv4_5/linear/scale block_4_5 0=1 -23301=0 | |||
| Split splitncnn_5 1 2 block_4_5 block_4_5_splitncnn_0 block_4_5_splitncnn_1 | |||
| Convolution conv4_6/expand 1 1 block_4_5_splitncnn_1 conv4_6/expand 0=384 1=1 2=1 3=1 4=0 5=0 6=24576 | |||
| BatchNorm conv4_6/expand/bn 1 1 conv4_6/expand conv4_6/expand/bn 0=384 | |||
| Scale conv4_6/expand/scale 1 1 conv4_6/expand/bn conv4_6/expand/bn_conv4_6/expand/scale 0=384 1=1 | |||
| ReLU relu4_6/expand 1 1 conv4_6/expand/bn_conv4_6/expand/scale conv4_6/expand/bn_relu4_6/expand | |||
| ConvolutionDepthWise conv4_6/dwise 1 1 conv4_6/expand/bn_relu4_6/expand conv4_6/dwise 0=384 1=3 2=1 3=1 4=1 5=0 6=3456 7=384 | |||
| BatchNorm conv4_6/dwise/bn 1 1 conv4_6/dwise conv4_6/dwise/bn 0=384 | |||
| Scale conv4_6/dwise/scale 1 1 conv4_6/dwise/bn conv4_6/dwise/bn_conv4_6/dwise/scale 0=384 1=1 | |||
| ReLU relu4_6/dwise 1 1 conv4_6/dwise/bn_conv4_6/dwise/scale conv4_6/dwise/bn_relu4_6/dwise | |||
| Convolution conv4_6/linear 1 1 conv4_6/dwise/bn_relu4_6/dwise conv4_6/linear 0=64 1=1 2=1 3=1 4=0 5=0 6=24576 | |||
| BatchNorm conv4_6/linear/bn 1 1 conv4_6/linear conv4_6/linear/bn 0=64 | |||
| Scale conv4_6/linear/scale 1 1 conv4_6/linear/bn conv4_6/linear/bn_conv4_6/linear/scale 0=64 1=1 | |||
| Eltwise block_4_6 2 1 block_4_5_splitncnn_0 conv4_6/linear/bn_conv4_6/linear/scale block_4_6 0=1 -23301=0 | |||
| Convolution conv4_7/expand 1 1 block_4_6 conv4_7/expand 0=384 1=1 2=1 3=1 4=0 5=0 6=24576 | |||
| BatchNorm conv4_7/expand/bn 1 1 conv4_7/expand conv4_7/expand/bn 0=384 | |||
| Scale conv4_7/expand/scale 1 1 conv4_7/expand/bn conv4_7/expand/bn_conv4_7/expand/scale 0=384 1=1 | |||
| ReLU relu4_7/expand 1 1 conv4_7/expand/bn_conv4_7/expand/scale conv4_7/expand/bn_relu4_7/expand | |||
| ConvolutionDepthWise conv4_7/dwise 1 1 conv4_7/expand/bn_relu4_7/expand conv4_7/dwise 0=384 1=3 2=1 3=1 4=1 5=0 6=3456 7=384 | |||
| BatchNorm conv4_7/dwise/bn 1 1 conv4_7/dwise conv4_7/dwise/bn 0=384 | |||
| Scale conv4_7/dwise/scale 1 1 conv4_7/dwise/bn conv4_7/dwise/bn_conv4_7/dwise/scale 0=384 1=1 | |||
| ReLU relu4_7/dwise 1 1 conv4_7/dwise/bn_conv4_7/dwise/scale conv4_7/dwise/bn_relu4_7/dwise | |||
| Convolution conv4_7/linear 1 1 conv4_7/dwise/bn_relu4_7/dwise conv4_7/linear 0=96 1=1 2=1 3=1 4=0 5=0 6=36864 | |||
| BatchNorm conv4_7/linear/bn 1 1 conv4_7/linear conv4_7/linear/bn 0=96 | |||
| Scale conv4_7/linear/scale 1 1 conv4_7/linear/bn conv4_7/linear/bn_conv4_7/linear/scale 0=96 1=1 | |||
| Split 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 | |||
| Convolution conv5_1/expand 1 1 conv4_7/linear/bn_conv4_7/linear/scale_splitncnn_1 conv5_1/expand 0=576 1=1 2=1 3=1 4=0 5=0 6=55296 | |||
| BatchNorm conv5_1/expand/bn 1 1 conv5_1/expand conv5_1/expand/bn 0=576 | |||
| Scale conv5_1/expand/scale 1 1 conv5_1/expand/bn conv5_1/expand/bn_conv5_1/expand/scale 0=576 1=1 | |||
| ReLU relu5_1/expand 1 1 conv5_1/expand/bn_conv5_1/expand/scale conv5_1/expand/bn_relu5_1/expand | |||
| ConvolutionDepthWise conv5_1/dwise 1 1 conv5_1/expand/bn_relu5_1/expand conv5_1/dwise 0=576 1=3 2=1 3=1 4=1 5=0 6=5184 7=576 | |||
| BatchNorm conv5_1/dwise/bn 1 1 conv5_1/dwise conv5_1/dwise/bn 0=576 | |||
| Scale conv5_1/dwise/scale 1 1 conv5_1/dwise/bn conv5_1/dwise/bn_conv5_1/dwise/scale 0=576 1=1 | |||
| ReLU relu5_1/dwise 1 1 conv5_1/dwise/bn_conv5_1/dwise/scale conv5_1/dwise/bn_relu5_1/dwise | |||
| Convolution conv5_1/linear 1 1 conv5_1/dwise/bn_relu5_1/dwise conv5_1/linear 0=96 1=1 2=1 3=1 4=0 5=0 6=55296 | |||
| BatchNorm conv5_1/linear/bn 1 1 conv5_1/linear conv5_1/linear/bn 0=96 | |||
| Scale conv5_1/linear/scale 1 1 conv5_1/linear/bn conv5_1/linear/bn_conv5_1/linear/scale 0=96 1=1 | |||
| Eltwise 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 0=1 -23301=0 | |||
| Split splitncnn_7 1 2 block_5_1 block_5_1_splitncnn_0 block_5_1_splitncnn_1 | |||
| Convolution conv5_2/expand 1 1 block_5_1_splitncnn_1 conv5_2/expand 0=576 1=1 2=1 3=1 4=0 5=0 6=55296 | |||
| BatchNorm conv5_2/expand/bn 1 1 conv5_2/expand conv5_2/expand/bn 0=576 | |||
| Scale conv5_2/expand/scale 1 1 conv5_2/expand/bn conv5_2/expand/bn_conv5_2/expand/scale 0=576 1=1 | |||
| ReLU relu5_2/expand 1 1 conv5_2/expand/bn_conv5_2/expand/scale conv5_2/expand/bn_relu5_2/expand | |||
| ConvolutionDepthWise conv5_2/dwise 1 1 conv5_2/expand/bn_relu5_2/expand conv5_2/dwise 0=576 1=3 2=1 3=1 4=1 5=0 6=5184 7=576 | |||
| BatchNorm conv5_2/dwise/bn 1 1 conv5_2/dwise conv5_2/dwise/bn 0=576 | |||
| Scale conv5_2/dwise/scale 1 1 conv5_2/dwise/bn conv5_2/dwise/bn_conv5_2/dwise/scale 0=576 1=1 | |||
| ReLU relu5_2/dwise 1 1 conv5_2/dwise/bn_conv5_2/dwise/scale conv5_2/dwise/bn_relu5_2/dwise | |||
| Convolution conv5_2/linear 1 1 conv5_2/dwise/bn_relu5_2/dwise conv5_2/linear 0=96 1=1 2=1 3=1 4=0 5=0 6=55296 | |||
| BatchNorm conv5_2/linear/bn 1 1 conv5_2/linear conv5_2/linear/bn 0=96 | |||
| Scale conv5_2/linear/scale 1 1 conv5_2/linear/bn conv5_2/linear/bn_conv5_2/linear/scale 0=96 1=1 | |||
| Eltwise block_5_2 2 1 block_5_1_splitncnn_0 conv5_2/linear/bn_conv5_2/linear/scale block_5_2 0=1 -23301=0 | |||
| Convolution conv5_3/expand 1 1 block_5_2 conv5_3/expand 0=576 1=1 2=1 3=1 4=0 5=0 6=55296 | |||
| BatchNorm conv5_3/expand/bn 1 1 conv5_3/expand conv5_3/expand/bn 0=576 | |||
| Scale conv5_3/expand/scale 1 1 conv5_3/expand/bn conv5_3/expand/bn_conv5_3/expand/scale 0=576 1=1 | |||
| ReLU relu5_3/expand 1 1 conv5_3/expand/bn_conv5_3/expand/scale conv5_3/expand/bn_relu5_3/expand | |||
| ConvolutionDepthWise conv5_3/dwise 1 1 conv5_3/expand/bn_relu5_3/expand conv5_3/dwise 0=576 1=3 2=1 3=2 4=1 5=0 6=5184 7=576 | |||
| BatchNorm conv5_3/dwise/bn 1 1 conv5_3/dwise conv5_3/dwise/bn 0=576 | |||
| Scale conv5_3/dwise/scale 1 1 conv5_3/dwise/bn conv5_3/dwise/bn_conv5_3/dwise/scale 0=576 1=1 | |||
| ReLU relu5_3/dwise 1 1 conv5_3/dwise/bn_conv5_3/dwise/scale conv5_3/dwise/bn_relu5_3/dwise | |||
| Convolution conv5_3/linear 1 1 conv5_3/dwise/bn_relu5_3/dwise conv5_3/linear 0=160 1=1 2=1 3=1 4=0 5=0 6=92160 | |||
| BatchNorm conv5_3/linear/bn 1 1 conv5_3/linear conv5_3/linear/bn 0=160 | |||
| Scale conv5_3/linear/scale 1 1 conv5_3/linear/bn conv5_3/linear/bn_conv5_3/linear/scale 0=160 1=1 | |||
| Split 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 | |||
| Convolution conv6_1/expand 1 1 conv5_3/linear/bn_conv5_3/linear/scale_splitncnn_1 conv6_1/expand 0=960 1=1 2=1 3=1 4=0 5=0 6=153600 | |||
| BatchNorm conv6_1/expand/bn 1 1 conv6_1/expand conv6_1/expand/bn 0=960 | |||
| Scale conv6_1/expand/scale 1 1 conv6_1/expand/bn conv6_1/expand/bn_conv6_1/expand/scale 0=960 1=1 | |||
| ReLU relu6_1/expand 1 1 conv6_1/expand/bn_conv6_1/expand/scale conv6_1/expand/bn_relu6_1/expand | |||
| ConvolutionDepthWise conv6_1/dwise 1 1 conv6_1/expand/bn_relu6_1/expand conv6_1/dwise 0=960 1=3 2=1 3=1 4=1 5=0 6=8640 7=960 | |||
| BatchNorm conv6_1/dwise/bn 1 1 conv6_1/dwise conv6_1/dwise/bn 0=960 | |||
| Scale conv6_1/dwise/scale 1 1 conv6_1/dwise/bn conv6_1/dwise/bn_conv6_1/dwise/scale 0=960 1=1 | |||
| ReLU relu6_1/dwise 1 1 conv6_1/dwise/bn_conv6_1/dwise/scale conv6_1/dwise/bn_relu6_1/dwise | |||
| Convolution conv6_1/linear 1 1 conv6_1/dwise/bn_relu6_1/dwise conv6_1/linear 0=160 1=1 2=1 3=1 4=0 5=0 6=153600 | |||
| BatchNorm conv6_1/linear/bn 1 1 conv6_1/linear conv6_1/linear/bn 0=160 | |||
| Scale conv6_1/linear/scale 1 1 conv6_1/linear/bn conv6_1/linear/bn_conv6_1/linear/scale 0=160 1=1 | |||
| Eltwise 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 0=1 -23301=0 | |||
| Split splitncnn_9 1 2 block_6_1 block_6_1_splitncnn_0 block_6_1_splitncnn_1 | |||
| Convolution conv6_2/expand 1 1 block_6_1_splitncnn_1 conv6_2/expand 0=960 1=1 2=1 3=1 4=0 5=0 6=153600 | |||
| BatchNorm conv6_2/expand/bn 1 1 conv6_2/expand conv6_2/expand/bn 0=960 | |||
| Scale conv6_2/expand/scale 1 1 conv6_2/expand/bn conv6_2/expand/bn_conv6_2/expand/scale 0=960 1=1 | |||
| ReLU relu6_2/expand 1 1 conv6_2/expand/bn_conv6_2/expand/scale conv6_2/expand/bn_relu6_2/expand | |||
| ConvolutionDepthWise conv6_2/dwise 1 1 conv6_2/expand/bn_relu6_2/expand conv6_2/dwise 0=960 1=3 2=1 3=1 4=1 5=0 6=8640 7=960 | |||
| BatchNorm conv6_2/dwise/bn 1 1 conv6_2/dwise conv6_2/dwise/bn 0=960 | |||
| Scale conv6_2/dwise/scale 1 1 conv6_2/dwise/bn conv6_2/dwise/bn_conv6_2/dwise/scale 0=960 1=1 | |||
| ReLU relu6_2/dwise 1 1 conv6_2/dwise/bn_conv6_2/dwise/scale conv6_2/dwise/bn_relu6_2/dwise | |||
| Convolution conv6_2/linear 1 1 conv6_2/dwise/bn_relu6_2/dwise conv6_2/linear 0=160 1=1 2=1 3=1 4=0 5=0 6=153600 | |||
| BatchNorm conv6_2/linear/bn 1 1 conv6_2/linear conv6_2/linear/bn 0=160 | |||
| Scale conv6_2/linear/scale 1 1 conv6_2/linear/bn conv6_2/linear/bn_conv6_2/linear/scale 0=160 1=1 | |||
| Eltwise block_6_2 2 1 block_6_1_splitncnn_0 conv6_2/linear/bn_conv6_2/linear/scale block_6_2 0=1 -23301=0 | |||
| Convolution conv6_3/expand 1 1 block_6_2 conv6_3/expand 0=960 1=1 2=1 3=1 4=0 5=0 6=153600 | |||
| BatchNorm conv6_3/expand/bn 1 1 conv6_3/expand conv6_3/expand/bn 0=960 | |||
| Scale conv6_3/expand/scale 1 1 conv6_3/expand/bn conv6_3/expand/bn_conv6_3/expand/scale 0=960 1=1 | |||
| ReLU relu6_3/expand 1 1 conv6_3/expand/bn_conv6_3/expand/scale conv6_3/expand/bn_relu6_3/expand | |||
| ConvolutionDepthWise conv6_3/dwise 1 1 conv6_3/expand/bn_relu6_3/expand conv6_3/dwise 0=960 1=3 2=1 3=1 4=1 5=0 6=8640 7=960 | |||
| BatchNorm conv6_3/dwise/bn 1 1 conv6_3/dwise conv6_3/dwise/bn 0=960 | |||
| Scale conv6_3/dwise/scale 1 1 conv6_3/dwise/bn conv6_3/dwise/bn_conv6_3/dwise/scale 0=960 1=1 | |||
| ReLU relu6_3/dwise 1 1 conv6_3/dwise/bn_conv6_3/dwise/scale conv6_3/dwise/bn_relu6_3/dwise | |||
| Convolution conv6_3/linear 1 1 conv6_3/dwise/bn_relu6_3/dwise conv6_3/linear 0=320 1=1 2=1 3=1 4=0 5=0 6=307200 | |||
| BatchNorm conv6_3/linear/bn 1 1 conv6_3/linear conv6_3/linear/bn 0=320 | |||
| Scale conv6_3/linear/scale 1 1 conv6_3/linear/bn conv6_3/linear/bn_conv6_3/linear/scale 0=320 1=1 | |||
| Convolution conv6_4 1 1 conv6_3/linear/bn_conv6_3/linear/scale conv6_4 0=1280 1=1 2=1 3=1 4=0 5=0 6=409600 | |||
| BatchNorm conv6_4/bn 1 1 conv6_4 conv6_4/bn 0=1280 | |||
| Scale conv6_4/scale 1 1 conv6_4/bn conv6_4/bn_conv6_4/scale 0=1280 1=1 | |||
| ReLU relu6_4 1 1 conv6_4/bn_conv6_4/scale conv6_4/bn_relu6_4 | |||
| Pooling pool6 1 1 conv6_4/bn_relu6_4 pool6 0=1 1=0 2=1 3=0 4=1 | |||
| Convolution fc7 1 1 pool6 fc7 0=1000 1=1 2=1 3=1 4=0 5=1 6=1280000 | |||
| Softmax prob 1 1 fc7 prob 0=0 | |||
| 77 87 | |||
| Input data 0 1 data 0=224 1=224 2=3 | |||
| Convolution conv1 1 1 data conv1/bn_relu1 0=32 1=3 3=2 4=1 5=1 6=864 9=1 | |||
| Convolution conv2_1/expand 1 1 conv1/bn_relu1 conv2_1/expand/bn_relu2_1/expand 0=32 1=1 5=1 6=1024 9=1 | |||
| ConvolutionDepthWise conv2_1/dwise 1 1 conv2_1/expand/bn_relu2_1/expand conv2_1/dwise/bn_relu2_1/dwise 0=32 1=3 4=1 5=1 6=288 7=32 9=1 | |||
| Convolution conv2_1/linear 1 1 conv2_1/dwise/bn_relu2_1/dwise conv2_1/linear/bn_conv2_1/linear/scale 0=16 1=1 5=1 6=512 | |||
| Convolution conv2_2/expand 1 1 conv2_1/linear/bn_conv2_1/linear/scale conv2_2/expand/bn_relu2_2/expand 0=96 1=1 5=1 6=1536 9=1 | |||
| ConvolutionDepthWise conv2_2/dwise 1 1 conv2_2/expand/bn_relu2_2/expand conv2_2/dwise/bn_relu2_2/dwise 0=96 1=3 3=2 4=1 5=1 6=864 7=96 9=1 | |||
| Convolution conv2_2/linear 1 1 conv2_2/dwise/bn_relu2_2/dwise conv2_2/linear/bn_conv2_2/linear/scale 0=24 1=1 5=1 6=2304 | |||
| Split 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 | |||
| Convolution conv3_1/expand 1 1 conv2_2/linear/bn_conv2_2/linear/scale_splitncnn_1 conv3_1/expand/bn_relu3_1/expand 0=144 1=1 5=1 6=3456 9=1 | |||
| ConvolutionDepthWise conv3_1/dwise 1 1 conv3_1/expand/bn_relu3_1/expand conv3_1/dwise/bn_relu3_1/dwise 0=144 1=3 4=1 5=1 6=1296 7=144 9=1 | |||
| Convolution conv3_1/linear 1 1 conv3_1/dwise/bn_relu3_1/dwise conv3_1/linear/bn_conv3_1/linear/scale 0=24 1=1 5=1 6=3456 | |||
| Eltwise 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 0=1 | |||
| Convolution conv3_2/expand 1 1 block_3_1 conv3_2/expand/bn_relu3_2/expand 0=144 1=1 5=1 6=3456 9=1 | |||
| ConvolutionDepthWise conv3_2/dwise 1 1 conv3_2/expand/bn_relu3_2/expand conv3_2/dwise/bn_relu3_2/dwise 0=144 1=3 3=2 4=1 5=1 6=1296 7=144 9=1 | |||
| Convolution conv3_2/linear 1 1 conv3_2/dwise/bn_relu3_2/dwise conv3_2/linear/bn_conv3_2/linear/scale 0=32 1=1 5=1 6=4608 | |||
| Split 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 | |||
| Convolution conv4_1/expand 1 1 conv3_2/linear/bn_conv3_2/linear/scale_splitncnn_1 conv4_1/expand/bn_relu4_1/expand 0=192 1=1 5=1 6=6144 9=1 | |||
| ConvolutionDepthWise conv4_1/dwise 1 1 conv4_1/expand/bn_relu4_1/expand conv4_1/dwise/bn_relu4_1/dwise 0=192 1=3 4=1 5=1 6=1728 7=192 9=1 | |||
| Convolution conv4_1/linear 1 1 conv4_1/dwise/bn_relu4_1/dwise conv4_1/linear/bn_conv4_1/linear/scale 0=32 1=1 5=1 6=6144 | |||
| Eltwise 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 0=1 | |||
| Split splitncnn_2 1 2 block_4_1 block_4_1_splitncnn_0 block_4_1_splitncnn_1 | |||
| Convolution conv4_2/expand 1 1 block_4_1_splitncnn_1 conv4_2/expand/bn_relu4_2/expand 0=192 1=1 5=1 6=6144 9=1 | |||
| ConvolutionDepthWise conv4_2/dwise 1 1 conv4_2/expand/bn_relu4_2/expand conv4_2/dwise/bn_relu4_2/dwise 0=192 1=3 4=1 5=1 6=1728 7=192 9=1 | |||
| Convolution conv4_2/linear 1 1 conv4_2/dwise/bn_relu4_2/dwise conv4_2/linear/bn_conv4_2/linear/scale 0=32 1=1 5=1 6=6144 | |||
| Eltwise block_4_2 2 1 block_4_1_splitncnn_0 conv4_2/linear/bn_conv4_2/linear/scale block_4_2 0=1 | |||
| Convolution conv4_3/expand 1 1 block_4_2 conv4_3/expand/bn_relu4_3/expand 0=192 1=1 5=1 6=6144 9=1 | |||
| ConvolutionDepthWise conv4_3/dwise 1 1 conv4_3/expand/bn_relu4_3/expand conv4_3/dwise/bn_relu4_3/dwise 0=192 1=3 3=2 4=1 5=1 6=1728 7=192 9=1 | |||
| Convolution conv4_3/linear 1 1 conv4_3/dwise/bn_relu4_3/dwise conv4_3/linear/bn_conv4_3/linear/scale 0=64 1=1 5=1 6=12288 | |||
| Split 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 | |||
| Convolution conv4_4/expand 1 1 conv4_3/linear/bn_conv4_3/linear/scale_splitncnn_1 conv4_4/expand/bn_relu4_4/expand 0=384 1=1 5=1 6=24576 9=1 | |||
| ConvolutionDepthWise conv4_4/dwise 1 1 conv4_4/expand/bn_relu4_4/expand conv4_4/dwise/bn_relu4_4/dwise 0=384 1=3 4=1 5=1 6=3456 7=384 9=1 | |||
| Convolution conv4_4/linear 1 1 conv4_4/dwise/bn_relu4_4/dwise conv4_4/linear/bn_conv4_4/linear/scale 0=64 1=1 5=1 6=24576 | |||
| Eltwise 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 0=1 | |||
| Split splitncnn_4 1 2 block_4_4 block_4_4_splitncnn_0 block_4_4_splitncnn_1 | |||
| Convolution conv4_5/expand 1 1 block_4_4_splitncnn_1 conv4_5/expand/bn_relu4_5/expand 0=384 1=1 5=1 6=24576 9=1 | |||
| ConvolutionDepthWise conv4_5/dwise 1 1 conv4_5/expand/bn_relu4_5/expand conv4_5/dwise/bn_relu4_5/dwise 0=384 1=3 4=1 5=1 6=3456 7=384 9=1 | |||
| Convolution conv4_5/linear 1 1 conv4_5/dwise/bn_relu4_5/dwise conv4_5/linear/bn_conv4_5/linear/scale 0=64 1=1 5=1 6=24576 | |||
| Eltwise block_4_5 2 1 block_4_4_splitncnn_0 conv4_5/linear/bn_conv4_5/linear/scale block_4_5 0=1 | |||
| Split splitncnn_5 1 2 block_4_5 block_4_5_splitncnn_0 block_4_5_splitncnn_1 | |||
| Convolution conv4_6/expand 1 1 block_4_5_splitncnn_1 conv4_6/expand/bn_relu4_6/expand 0=384 1=1 5=1 6=24576 9=1 | |||
| ConvolutionDepthWise conv4_6/dwise 1 1 conv4_6/expand/bn_relu4_6/expand conv4_6/dwise/bn_relu4_6/dwise 0=384 1=3 4=1 5=1 6=3456 7=384 9=1 | |||
| Convolution conv4_6/linear 1 1 conv4_6/dwise/bn_relu4_6/dwise conv4_6/linear/bn_conv4_6/linear/scale 0=64 1=1 5=1 6=24576 | |||
| Eltwise block_4_6 2 1 block_4_5_splitncnn_0 conv4_6/linear/bn_conv4_6/linear/scale block_4_6 0=1 | |||
| Convolution conv4_7/expand 1 1 block_4_6 conv4_7/expand/bn_relu4_7/expand 0=384 1=1 5=1 6=24576 9=1 | |||
| ConvolutionDepthWise conv4_7/dwise 1 1 conv4_7/expand/bn_relu4_7/expand conv4_7/dwise/bn_relu4_7/dwise 0=384 1=3 4=1 5=1 6=3456 7=384 9=1 | |||
| Convolution conv4_7/linear 1 1 conv4_7/dwise/bn_relu4_7/dwise conv4_7/linear/bn_conv4_7/linear/scale 0=96 1=1 5=1 6=36864 | |||
| Split 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 | |||
| Convolution conv5_1/expand 1 1 conv4_7/linear/bn_conv4_7/linear/scale_splitncnn_1 conv5_1/expand/bn_relu5_1/expand 0=576 1=1 5=1 6=55296 9=1 | |||
| ConvolutionDepthWise conv5_1/dwise 1 1 conv5_1/expand/bn_relu5_1/expand conv5_1/dwise/bn_relu5_1/dwise 0=576 1=3 4=1 5=1 6=5184 7=576 9=1 | |||
| Convolution conv5_1/linear 1 1 conv5_1/dwise/bn_relu5_1/dwise conv5_1/linear/bn_conv5_1/linear/scale 0=96 1=1 5=1 6=55296 | |||
| Eltwise 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 0=1 | |||
| Split splitncnn_7 1 2 block_5_1 block_5_1_splitncnn_0 block_5_1_splitncnn_1 | |||
| Convolution conv5_2/expand 1 1 block_5_1_splitncnn_1 conv5_2/expand/bn_relu5_2/expand 0=576 1=1 5=1 6=55296 9=1 | |||
| ConvolutionDepthWise conv5_2/dwise 1 1 conv5_2/expand/bn_relu5_2/expand conv5_2/dwise/bn_relu5_2/dwise 0=576 1=3 4=1 5=1 6=5184 7=576 9=1 | |||
| Convolution conv5_2/linear 1 1 conv5_2/dwise/bn_relu5_2/dwise conv5_2/linear/bn_conv5_2/linear/scale 0=96 1=1 5=1 6=55296 | |||
| Eltwise block_5_2 2 1 block_5_1_splitncnn_0 conv5_2/linear/bn_conv5_2/linear/scale block_5_2 0=1 | |||
| Convolution conv5_3/expand 1 1 block_5_2 conv5_3/expand/bn_relu5_3/expand 0=576 1=1 5=1 6=55296 9=1 | |||
| ConvolutionDepthWise conv5_3/dwise 1 1 conv5_3/expand/bn_relu5_3/expand conv5_3/dwise/bn_relu5_3/dwise 0=576 1=3 3=2 4=1 5=1 6=5184 7=576 9=1 | |||
| Convolution conv5_3/linear 1 1 conv5_3/dwise/bn_relu5_3/dwise conv5_3/linear/bn_conv5_3/linear/scale 0=160 1=1 5=1 6=92160 | |||
| Split 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 | |||
| Convolution conv6_1/expand 1 1 conv5_3/linear/bn_conv5_3/linear/scale_splitncnn_1 conv6_1/expand/bn_relu6_1/expand 0=960 1=1 5=1 6=153600 9=1 | |||
| ConvolutionDepthWise conv6_1/dwise 1 1 conv6_1/expand/bn_relu6_1/expand conv6_1/dwise/bn_relu6_1/dwise 0=960 1=3 4=1 5=1 6=8640 7=960 9=1 | |||
| Convolution conv6_1/linear 1 1 conv6_1/dwise/bn_relu6_1/dwise conv6_1/linear/bn_conv6_1/linear/scale 0=160 1=1 5=1 6=153600 | |||
| Eltwise 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 0=1 | |||
| Split splitncnn_9 1 2 block_6_1 block_6_1_splitncnn_0 block_6_1_splitncnn_1 | |||
| Convolution conv6_2/expand 1 1 block_6_1_splitncnn_1 conv6_2/expand/bn_relu6_2/expand 0=960 1=1 5=1 6=153600 9=1 | |||
| ConvolutionDepthWise conv6_2/dwise 1 1 conv6_2/expand/bn_relu6_2/expand conv6_2/dwise/bn_relu6_2/dwise 0=960 1=3 4=1 5=1 6=8640 7=960 9=1 | |||
| Convolution conv6_2/linear 1 1 conv6_2/dwise/bn_relu6_2/dwise conv6_2/linear/bn_conv6_2/linear/scale 0=160 1=1 5=1 6=153600 | |||
| Eltwise block_6_2 2 1 block_6_1_splitncnn_0 conv6_2/linear/bn_conv6_2/linear/scale block_6_2 0=1 | |||
| Convolution conv6_3/expand 1 1 block_6_2 conv6_3/expand/bn_relu6_3/expand 0=960 1=1 5=1 6=153600 9=1 | |||
| ConvolutionDepthWise conv6_3/dwise 1 1 conv6_3/expand/bn_relu6_3/expand conv6_3/dwise/bn_relu6_3/dwise 0=960 1=3 4=1 5=1 6=8640 7=960 9=1 | |||
| Convolution conv6_3/linear 1 1 conv6_3/dwise/bn_relu6_3/dwise conv6_3/linear/bn_conv6_3/linear/scale 0=320 1=1 5=1 6=307200 | |||
| Convolution conv6_4 1 1 conv6_3/linear/bn_conv6_3/linear/scale conv6_4/bn_relu6_4 0=1280 1=1 5=1 6=409600 9=1 | |||
| Pooling pool6 1 1 conv6_4/bn_relu6_4 pool6 0=1 4=1 | |||
| Convolution fc7 1 1 pool6 fc7 0=1000 1=1 5=1 6=1280000 | |||
| Softmax prob 1 1 fc7 prob | |||
+ 40
- 133
benchmark/mobilenet_yolo.param
View File
| @@ -1,134 +1,41 @@ | |||
| 7767517 | |||
| 132 134 | |||
| Input data 0 1 data 0=416 1=416 2=3 | |||
| Convolution conv0 1 1 data conv0 0=32 1=3 2=1 3=2 4=1 5=0 6=864 | |||
| BatchNorm conv0/bn 1 1 conv0 conv0_conv0/bn 0=32 | |||
| Scale conv0/scale 1 1 conv0_conv0/bn conv0_conv0/scale 0=32 1=1 | |||
| ReLU conv0/relu 1 1 conv0_conv0/scale conv0_conv0/relu | |||
| ConvolutionDepthWise conv1/dw 1 1 conv0_conv0/relu conv1/dw 0=32 1=3 2=1 3=1 4=1 5=0 6=288 7=32 | |||
| BatchNorm conv1/dw/bn 1 1 conv1/dw conv1/dw_conv1/dw/bn 0=32 | |||
| Scale conv1/dw/scale 1 1 conv1/dw_conv1/dw/bn conv1/dw_conv1/dw/scale 0=32 1=1 | |||
| ReLU conv1/dw/relu 1 1 conv1/dw_conv1/dw/scale conv1/dw_conv1/dw/relu | |||
| Convolution conv1 1 1 conv1/dw_conv1/dw/relu conv1 0=64 1=1 2=1 3=1 4=0 5=0 6=2048 | |||
| BatchNorm conv1/bn 1 1 conv1 conv1_conv1/bn 0=64 | |||
| Scale conv1/scale 1 1 conv1_conv1/bn conv1_conv1/scale 0=64 1=1 | |||
| ReLU conv1/relu 1 1 conv1_conv1/scale conv1_conv1/relu | |||
| ConvolutionDepthWise conv2/dw 1 1 conv1_conv1/relu conv2/dw 0=64 1=3 2=1 3=2 4=1 5=0 6=576 7=64 | |||
| BatchNorm conv2/dw/bn 1 1 conv2/dw conv2/dw_conv2/dw/bn 0=64 | |||
| Scale conv2/dw/scale 1 1 conv2/dw_conv2/dw/bn conv2/dw_conv2/dw/scale 0=64 1=1 | |||
| ReLU conv2/dw/relu 1 1 conv2/dw_conv2/dw/scale conv2/dw_conv2/dw/relu | |||
| Convolution conv2 1 1 conv2/dw_conv2/dw/relu conv2 0=128 1=1 2=1 3=1 4=0 5=0 6=8192 | |||
| BatchNorm conv2/bn 1 1 conv2 conv2_conv2/bn 0=128 | |||
| Scale conv2/scale 1 1 conv2_conv2/bn conv2_conv2/scale 0=128 1=1 | |||
| ReLU conv2/relu 1 1 conv2_conv2/scale conv2_conv2/relu | |||
| ConvolutionDepthWise conv3/dw 1 1 conv2_conv2/relu conv3/dw 0=128 1=3 2=1 3=1 4=1 5=0 6=1152 7=128 | |||
| BatchNorm conv3/dw/bn 1 1 conv3/dw conv3/dw_conv3/dw/bn 0=128 | |||
| Scale conv3/dw/scale 1 1 conv3/dw_conv3/dw/bn conv3/dw_conv3/dw/scale 0=128 1=1 | |||
| ReLU conv3/dw/relu 1 1 conv3/dw_conv3/dw/scale conv3/dw_conv3/dw/relu | |||
| Convolution conv3 1 1 conv3/dw_conv3/dw/relu conv3 0=128 1=1 2=1 3=1 4=0 5=0 6=16384 | |||
| BatchNorm conv3/bn 1 1 conv3 conv3_conv3/bn 0=128 | |||
| Scale conv3/scale 1 1 conv3_conv3/bn conv3_conv3/scale 0=128 1=1 | |||
| ReLU conv3/relu 1 1 conv3_conv3/scale conv3_conv3/relu | |||
| ConvolutionDepthWise conv4/dw 1 1 conv3_conv3/relu conv4/dw 0=128 1=3 2=1 3=2 4=1 5=0 6=1152 7=128 | |||
| BatchNorm conv4/dw/bn 1 1 conv4/dw conv4/dw_conv4/dw/bn 0=128 | |||
| Scale conv4/dw/scale 1 1 conv4/dw_conv4/dw/bn conv4/dw_conv4/dw/scale 0=128 1=1 | |||
| ReLU conv4/dw/relu 1 1 conv4/dw_conv4/dw/scale conv4/dw_conv4/dw/relu | |||
| Convolution conv4 1 1 conv4/dw_conv4/dw/relu conv4 0=256 1=1 2=1 3=1 4=0 5=0 6=32768 | |||
| BatchNorm conv4/bn 1 1 conv4 conv4_conv4/bn 0=256 | |||
| Scale conv4/scale 1 1 conv4_conv4/bn conv4_conv4/scale 0=256 1=1 | |||
| ReLU conv4/relu 1 1 conv4_conv4/scale conv4_conv4/relu | |||
| ConvolutionDepthWise conv5/dw 1 1 conv4_conv4/relu conv5/dw 0=256 1=3 2=1 3=1 4=1 5=0 6=2304 7=256 | |||
| BatchNorm conv5/dw/bn 1 1 conv5/dw conv5/dw_conv5/dw/bn 0=256 | |||
| Scale conv5/dw/scale 1 1 conv5/dw_conv5/dw/bn conv5/dw_conv5/dw/scale 0=256 1=1 | |||
| ReLU conv5/dw/relu 1 1 conv5/dw_conv5/dw/scale conv5/dw_conv5/dw/relu | |||
| Convolution conv5 1 1 conv5/dw_conv5/dw/relu conv5 0=256 1=1 2=1 3=1 4=0 5=0 6=65536 | |||
| BatchNorm conv5/bn 1 1 conv5 conv5_conv5/bn 0=256 | |||
| Scale conv5/scale 1 1 conv5_conv5/bn conv5_conv5/scale 0=256 1=1 | |||
| ReLU conv5/relu 1 1 conv5_conv5/scale conv5_conv5/relu | |||
| ConvolutionDepthWise conv6/dw 1 1 conv5_conv5/relu conv6/dw 0=256 1=3 2=1 3=2 4=1 5=0 6=2304 7=256 | |||
| BatchNorm conv6/dw/bn 1 1 conv6/dw conv6/dw_conv6/dw/bn 0=256 | |||
| Scale conv6/dw/scale 1 1 conv6/dw_conv6/dw/bn conv6/dw_conv6/dw/scale 0=256 1=1 | |||
| ReLU conv6/dw/relu 1 1 conv6/dw_conv6/dw/scale conv6/dw_conv6/dw/relu | |||
| Convolution conv6 1 1 conv6/dw_conv6/dw/relu conv6 0=512 1=1 2=1 3=1 4=0 5=0 6=131072 | |||
| BatchNorm conv6/bn 1 1 conv6 conv6_conv6/bn 0=512 | |||
| Scale conv6/scale 1 1 conv6_conv6/bn conv6_conv6/scale 0=512 1=1 | |||
| ReLU conv6/relu 1 1 conv6_conv6/scale conv6_conv6/relu | |||
| ConvolutionDepthWise conv7/dw 1 1 conv6_conv6/relu conv7/dw 0=512 1=3 2=1 3=1 4=1 5=0 6=4608 7=512 | |||
| BatchNorm conv7/dw/bn 1 1 conv7/dw conv7/dw_conv7/dw/bn 0=512 | |||
| Scale conv7/dw/scale 1 1 conv7/dw_conv7/dw/bn conv7/dw_conv7/dw/scale 0=512 1=1 | |||
| ReLU conv7/dw/relu 1 1 conv7/dw_conv7/dw/scale conv7/dw_conv7/dw/relu | |||
| Convolution conv7 1 1 conv7/dw_conv7/dw/relu conv7 0=512 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm conv7/bn 1 1 conv7 conv7_conv7/bn 0=512 | |||
| Scale conv7/scale 1 1 conv7_conv7/bn conv7_conv7/scale 0=512 1=1 | |||
| ReLU conv7/relu 1 1 conv7_conv7/scale conv7_conv7/relu | |||
| ConvolutionDepthWise conv8/dw 1 1 conv7_conv7/relu conv8/dw 0=512 1=3 2=1 3=1 4=1 5=0 6=4608 7=512 | |||
| BatchNorm conv8/dw/bn 1 1 conv8/dw conv8/dw_conv8/dw/bn 0=512 | |||
| Scale conv8/dw/scale 1 1 conv8/dw_conv8/dw/bn conv8/dw_conv8/dw/scale 0=512 1=1 | |||
| ReLU conv8/dw/relu 1 1 conv8/dw_conv8/dw/scale conv8/dw_conv8/dw/relu | |||
| Convolution conv8 1 1 conv8/dw_conv8/dw/relu conv8 0=512 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm conv8/bn 1 1 conv8 conv8_conv8/bn 0=512 | |||
| Scale conv8/scale 1 1 conv8_conv8/bn conv8_conv8/scale 0=512 1=1 | |||
| ReLU conv8/relu 1 1 conv8_conv8/scale conv8_conv8/relu | |||
| ConvolutionDepthWise conv9/dw 1 1 conv8_conv8/relu conv9/dw 0=512 1=3 2=1 3=1 4=1 5=0 6=4608 7=512 | |||
| BatchNorm conv9/dw/bn 1 1 conv9/dw conv9/dw_conv9/dw/bn 0=512 | |||
| Scale conv9/dw/scale 1 1 conv9/dw_conv9/dw/bn conv9/dw_conv9/dw/scale 0=512 1=1 | |||
| ReLU conv9/dw/relu 1 1 conv9/dw_conv9/dw/scale conv9/dw_conv9/dw/relu | |||
| Convolution conv9 1 1 conv9/dw_conv9/dw/relu conv9 0=512 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm conv9/bn 1 1 conv9 conv9_conv9/bn 0=512 | |||
| Scale conv9/scale 1 1 conv9_conv9/bn conv9_conv9/scale 0=512 1=1 | |||
| ReLU conv9/relu 1 1 conv9_conv9/scale conv9_conv9/relu | |||
| ConvolutionDepthWise conv10/dw 1 1 conv9_conv9/relu conv10/dw 0=512 1=3 2=1 3=1 4=1 5=0 6=4608 7=512 | |||
| BatchNorm conv10/dw/bn 1 1 conv10/dw conv10/dw_conv10/dw/bn 0=512 | |||
| Scale conv10/dw/scale 1 1 conv10/dw_conv10/dw/bn conv10/dw_conv10/dw/scale 0=512 1=1 | |||
| ReLU conv10/dw/relu 1 1 conv10/dw_conv10/dw/scale conv10/dw_conv10/dw/relu | |||
| Convolution conv10 1 1 conv10/dw_conv10/dw/relu conv10 0=512 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm conv10/bn 1 1 conv10 conv10_conv10/bn 0=512 | |||
| Scale conv10/scale 1 1 conv10_conv10/bn conv10_conv10/scale 0=512 1=1 | |||
| ReLU conv10/relu 1 1 conv10_conv10/scale conv10_conv10/relu | |||
| ConvolutionDepthWise conv11/dw 1 1 conv10_conv10/relu conv11/dw 0=512 1=3 2=1 3=1 4=1 5=0 6=4608 7=512 | |||
| BatchNorm conv11/dw/bn 1 1 conv11/dw conv11/dw_conv11/dw/bn 0=512 | |||
| Scale conv11/dw/scale 1 1 conv11/dw_conv11/dw/bn conv11/dw_conv11/dw/scale 0=512 1=1 | |||
| ReLU conv11/dw/relu 1 1 conv11/dw_conv11/dw/scale conv11/dw_conv11/dw/relu | |||
| Convolution conv11 1 1 conv11/dw_conv11/dw/relu conv11 0=512 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm conv11/bn 1 1 conv11 conv11_conv11/bn 0=512 | |||
| Scale conv11/scale 1 1 conv11_conv11/bn conv11_conv11/scale 0=512 1=1 | |||
| ReLU conv11/relu 1 1 conv11_conv11/scale conv11_conv11/relu | |||
| Split splitncnn_0 1 2 conv11_conv11/relu conv11_conv11/relu_splitncnn_0 conv11_conv11/relu_splitncnn_1 | |||
| ConvolutionDepthWise conv12/dw 1 1 conv11_conv11/relu_splitncnn_1 conv12/dw 0=512 1=3 2=1 3=2 4=1 5=0 6=4608 7=512 | |||
| BatchNorm conv12/dw/bn 1 1 conv12/dw conv12/dw_conv12/dw/bn 0=512 | |||
| Scale conv12/dw/scale 1 1 conv12/dw_conv12/dw/bn conv12/dw_conv12/dw/scale 0=512 1=1 | |||
| ReLU conv12/dw/relu 1 1 conv12/dw_conv12/dw/scale conv12/dw_conv12/dw/relu | |||
| Convolution conv12 1 1 conv12/dw_conv12/dw/relu conv12 0=1024 1=1 2=1 3=1 4=0 5=0 6=524288 | |||
| BatchNorm conv12/bn 1 1 conv12 conv12_conv12/bn 0=1024 | |||
| Scale conv12/scale 1 1 conv12_conv12/bn conv12_conv12/scale 0=1024 1=1 | |||
| ReLU conv12/relu 1 1 conv12_conv12/scale conv12_conv12/relu | |||
| ConvolutionDepthWise conv13/dw 1 1 conv12_conv12/relu conv13/dw 0=1024 1=3 2=1 3=1 4=1 5=0 6=9216 7=1024 | |||
| BatchNorm conv13/dw/bn 1 1 conv13/dw conv13/dw_conv13/dw/bn 0=1024 | |||
| Scale conv13/dw/scale 1 1 conv13/dw_conv13/dw/bn conv13/dw_conv13/dw/scale 0=1024 1=1 | |||
| ReLU conv13/dw/relu 1 1 conv13/dw_conv13/dw/scale conv13/dw_conv13/dw/relu | |||
| Convolution conv13 1 1 conv13/dw_conv13/dw/relu conv13 0=1024 1=1 2=1 3=1 4=0 5=0 6=1048576 | |||
| BatchNorm conv13/bn 1 1 conv13 conv13_conv13/bn 0=1024 | |||
| Scale conv13/scale 1 1 conv13_conv13/bn conv13_conv13/scale 0=1024 1=1 | |||
| ReLU conv13/relu 1 1 conv13_conv13/scale conv13_conv13/relu | |||
| ConvolutionDepthWise conv16/dw 1 1 conv13_conv13/relu conv16/dw 0=1024 1=3 2=1 3=1 4=1 5=0 6=9216 7=1024 | |||
| BatchNorm conv16/dw/bn 1 1 conv16/dw conv16/dw_conv16/dw/bn 0=1024 | |||
| Scale conv16/dw/scale 1 1 conv16/dw_conv16/dw/bn conv16/dw_conv16/dw/scale 0=1024 1=1 | |||
| ReLU conv16/dw/relu 1 1 conv16/dw_conv16/dw/scale conv16/dw_conv16/dw/relu | |||
| Convolution conv17 1 1 conv16/dw_conv16/dw/relu conv17 0=1024 1=1 2=1 3=1 4=0 5=0 6=1048576 | |||
| BatchNorm conv17/bn 1 1 conv17 conv17_conv17/bn 0=1024 | |||
| Scale conv17/scale 1 1 conv17_conv17/bn conv17_conv17/scale 0=1024 1=1 | |||
| ReLU conv17/relu 1 1 conv17_conv17/scale conv17_conv17/relu | |||
| Split splitncnn_1 1 2 conv17_conv17/relu conv17_conv17/relu_splitncnn_0 conv17_conv17/relu_splitncnn_1 | |||
| DeconvolutionDepthWise upsample 1 1 conv17_conv17/relu_splitncnn_1 upsample 0=512 1=4 2=1 3=2 4=1 5=0 6=16384 7=512 | |||
| Eltwise conv_18/sum 2 1 conv11_conv11/relu_splitncnn_0 upsample conv_18/sum 0=1 -23301=0 | |||
| ConvolutionDepthWise conv19/dw 1 1 conv_18/sum conv19/dw 0=512 1=3 2=1 3=1 4=1 5=0 6=4608 7=512 | |||
| BatchNorm conv19/dw/bn 1 1 conv19/dw conv19/dw_conv19/dw/bn 0=512 | |||
| Scale conv19/dw/scale 1 1 conv19/dw_conv19/dw/bn conv19/dw_conv19/dw/scale 0=512 1=1 | |||
| ReLU conv19/dw/relu 1 1 conv19/dw_conv19/dw/scale conv19/dw_conv19/dw/relu | |||
| Convolution conv20 1 1 conv19/dw_conv19/dw/relu conv20 0=1024 1=1 2=1 3=1 4=0 5=0 6=524288 | |||
| BatchNorm conv20/bn 1 1 conv20 conv20_conv20/bn 0=1024 | |||
| Scale conv20/scale 1 1 conv20_conv20/bn conv20_conv20/scale 0=1024 1=1 | |||
| ReLU conv20/relu 1 1 conv20_conv20/scale conv20_conv20/relu | |||
| Convolution conv22_indoor 1 1 conv17_conv17/relu_splitncnn_0 conv22 0=125 1=1 2=1 3=1 4=0 5=1 6=128000 | |||
| Convolution conv23_indoor 1 1 conv20_conv20/relu conv23 0=125 1=1 2=1 3=1 4=0 5=1 6=128000 | |||
| YoloDetectionOutput detection_out 2 1 conv22 conv23 detection_out 0=20 1=5 2=0.400000 3=0.450000 -23304=10,1.080000,1.190000,3.420000,4.410000,6.630000,11.380000,9.420000,5.110000,16.620001,10.520000 | |||
| 39 41 | |||
| Input data 0 1 data 0=416 1=416 2=3 | |||
| Convolution conv0 1 1 data conv0_conv0/relu 0=32 1=3 3=2 4=1 5=1 6=864 9=1 | |||
| ConvolutionDepthWise conv1/dw 1 1 conv0_conv0/relu conv1/dw_conv1/dw/relu 0=32 1=3 4=1 5=1 6=288 7=32 9=1 | |||
| Convolution conv1 1 1 conv1/dw_conv1/dw/relu conv1_conv1/relu 0=64 1=1 5=1 6=2048 9=1 | |||
| ConvolutionDepthWise conv2/dw 1 1 conv1_conv1/relu conv2/dw_conv2/dw/relu 0=64 1=3 3=2 4=1 5=1 6=576 7=64 9=1 | |||
| Convolution conv2 1 1 conv2/dw_conv2/dw/relu conv2_conv2/relu 0=128 1=1 5=1 6=8192 9=1 | |||
| ConvolutionDepthWise conv3/dw 1 1 conv2_conv2/relu conv3/dw_conv3/dw/relu 0=128 1=3 4=1 5=1 6=1152 7=128 9=1 | |||
| Convolution conv3 1 1 conv3/dw_conv3/dw/relu conv3_conv3/relu 0=128 1=1 5=1 6=16384 9=1 | |||
| ConvolutionDepthWise conv4/dw 1 1 conv3_conv3/relu conv4/dw_conv4/dw/relu 0=128 1=3 3=2 4=1 5=1 6=1152 7=128 9=1 | |||
| Convolution conv4 1 1 conv4/dw_conv4/dw/relu conv4_conv4/relu 0=256 1=1 5=1 6=32768 9=1 | |||
| ConvolutionDepthWise conv5/dw 1 1 conv4_conv4/relu conv5/dw_conv5/dw/relu 0=256 1=3 4=1 5=1 6=2304 7=256 9=1 | |||
| Convolution conv5 1 1 conv5/dw_conv5/dw/relu conv5_conv5/relu 0=256 1=1 5=1 6=65536 9=1 | |||
| ConvolutionDepthWise conv6/dw 1 1 conv5_conv5/relu conv6/dw_conv6/dw/relu 0=256 1=3 3=2 4=1 5=1 6=2304 7=256 9=1 | |||
| Convolution conv6 1 1 conv6/dw_conv6/dw/relu conv6_conv6/relu 0=512 1=1 5=1 6=131072 9=1 | |||
| ConvolutionDepthWise conv7/dw 1 1 conv6_conv6/relu conv7/dw_conv7/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv7 1 1 conv7/dw_conv7/dw/relu conv7_conv7/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv8/dw 1 1 conv7_conv7/relu conv8/dw_conv8/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv8 1 1 conv8/dw_conv8/dw/relu conv8_conv8/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv9/dw 1 1 conv8_conv8/relu conv9/dw_conv9/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv9 1 1 conv9/dw_conv9/dw/relu conv9_conv9/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv10/dw 1 1 conv9_conv9/relu conv10/dw_conv10/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv10 1 1 conv10/dw_conv10/dw/relu conv10_conv10/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv11/dw 1 1 conv10_conv10/relu conv11/dw_conv11/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv11 1 1 conv11/dw_conv11/dw/relu conv11_conv11/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| Split splitncnn_0 1 2 conv11_conv11/relu conv11_conv11/relu_splitncnn_0 conv11_conv11/relu_splitncnn_1 | |||
| ConvolutionDepthWise conv12/dw 1 1 conv11_conv11/relu_splitncnn_1 conv12/dw_conv12/dw/relu 0=512 1=3 3=2 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv12 1 1 conv12/dw_conv12/dw/relu conv12_conv12/relu 0=1024 1=1 5=1 6=524288 9=1 | |||
| ConvolutionDepthWise conv13/dw 1 1 conv12_conv12/relu conv13/dw_conv13/dw/relu 0=1024 1=3 4=1 5=1 6=9216 7=1024 9=1 | |||
| Convolution conv13 1 1 conv13/dw_conv13/dw/relu conv13_conv13/relu 0=1024 1=1 5=1 6=1048576 9=1 | |||
| ConvolutionDepthWise conv16/dw 1 1 conv13_conv13/relu conv16/dw_conv16/dw/relu 0=1024 1=3 4=1 5=1 6=9216 7=1024 9=1 | |||
| Convolution conv17 1 1 conv16/dw_conv16/dw/relu conv17_conv17/relu 0=1024 1=1 5=1 6=1048576 9=1 | |||
| Split splitncnn_1 1 2 conv17_conv17/relu conv17_conv17/relu_splitncnn_0 conv17_conv17/relu_splitncnn_1 | |||
| DeconvolutionDepthWise upsample 1 1 conv17_conv17/relu_splitncnn_1 upsample 0=512 1=4 3=2 4=1 6=16384 7=512 | |||
| Eltwise conv_18/sum 2 1 conv11_conv11/relu_splitncnn_0 upsample conv_18/sum 0=1 | |||
| ConvolutionDepthWise conv19/dw 1 1 conv_18/sum conv19/dw_conv19/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv20 1 1 conv19/dw_conv19/dw/relu conv20_conv20/relu 0=1024 1=1 5=1 6=524288 9=1 | |||
| Convolution conv22_indoor 1 1 conv17_conv17/relu_splitncnn_0 conv22 0=125 1=1 5=1 6=128000 | |||
| Convolution conv23_indoor 1 1 conv20_conv20/relu conv23 0=125 1=1 5=1 6=128000 | |||
| YoloDetectionOutput detection_out 2 1 conv22 conv23 detection_out 2=0.400000 -23304=10,1066024305,1066947052,1079697736,1082990264,1087645942,1094063227,1092008018,1084458271,1099232707,1093161452 | |||
+ 43
- 76
benchmark/mobilenet_yolov3.param
View File
| @@ -1,77 +1,44 @@ | |||
| 7767517 | |||
| 75 77 | |||
| Input data 0 1 data 0=416 1=416 2=3 | |||
| Convolution conv0 1 1 data conv0 0=32 1=3 2=1 3=2 4=1 5=1 6=864 | |||
| ReLU conv0/relu 1 1 conv0 conv0_conv0/relu | |||
| ConvolutionDepthWise conv1/dw 1 1 conv0_conv0/relu conv1/dw 0=32 1=3 2=1 3=1 4=1 5=1 6=288 7=32 | |||
| ReLU conv1/dw/relu 1 1 conv1/dw conv1/dw_conv1/dw/relu | |||
| Convolution conv1 1 1 conv1/dw_conv1/dw/relu conv1 0=64 1=1 2=1 3=1 4=0 5=1 6=2048 | |||
| ReLU conv1/relu 1 1 conv1 conv1_conv1/relu | |||
| ConvolutionDepthWise conv2/dw 1 1 conv1_conv1/relu conv2/dw 0=64 1=3 2=1 3=2 4=1 5=1 6=576 7=64 | |||
| ReLU conv2/dw/relu 1 1 conv2/dw conv2/dw_conv2/dw/relu | |||
| Convolution conv2 1 1 conv2/dw_conv2/dw/relu conv2 0=128 1=1 2=1 3=1 4=0 5=1 6=8192 | |||
| ReLU conv2/relu 1 1 conv2 conv2_conv2/relu | |||
| ConvolutionDepthWise conv3/dw 1 1 conv2_conv2/relu conv3/dw 0=128 1=3 2=1 3=1 4=1 5=1 6=1152 7=128 | |||
| ReLU conv3/dw/relu 1 1 conv3/dw conv3/dw_conv3/dw/relu | |||
| Convolution conv3 1 1 conv3/dw_conv3/dw/relu conv3 0=128 1=1 2=1 3=1 4=0 5=1 6=16384 | |||
| ReLU conv3/relu 1 1 conv3 conv3_conv3/relu | |||
| ConvolutionDepthWise conv4/dw 1 1 conv3_conv3/relu conv4/dw 0=128 1=3 2=1 3=2 4=1 5=1 6=1152 7=128 | |||
| ReLU conv4/dw/relu 1 1 conv4/dw conv4/dw_conv4/dw/relu | |||
| Convolution conv4 1 1 conv4/dw_conv4/dw/relu conv4 0=256 1=1 2=1 3=1 4=0 5=1 6=32768 | |||
| ReLU conv4/relu 1 1 conv4 conv4_conv4/relu | |||
| ConvolutionDepthWise conv5/dw 1 1 conv4_conv4/relu conv5/dw 0=256 1=3 2=1 3=1 4=1 5=1 6=2304 7=256 | |||
| ReLU conv5/dw/relu 1 1 conv5/dw conv5/dw_conv5/dw/relu | |||
| Convolution conv5 1 1 conv5/dw_conv5/dw/relu conv5 0=256 1=1 2=1 3=1 4=0 5=1 6=65536 | |||
| ReLU conv5/relu 1 1 conv5 conv5_conv5/relu | |||
| ConvolutionDepthWise conv6/dw 1 1 conv5_conv5/relu conv6/dw 0=256 1=3 2=1 3=2 4=1 5=1 6=2304 7=256 | |||
| ReLU conv6/dw/relu 1 1 conv6/dw conv6/dw_conv6/dw/relu | |||
| Convolution conv6 1 1 conv6/dw_conv6/dw/relu conv6 0=512 1=1 2=1 3=1 4=0 5=1 6=131072 | |||
| ReLU conv6/relu 1 1 conv6 conv6_conv6/relu | |||
| ConvolutionDepthWise conv7/dw 1 1 conv6_conv6/relu conv7/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU conv7/dw/relu 1 1 conv7/dw conv7/dw_conv7/dw/relu | |||
| Convolution conv7 1 1 conv7/dw_conv7/dw/relu conv7 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU conv7/relu 1 1 conv7 conv7_conv7/relu | |||
| ConvolutionDepthWise conv8/dw 1 1 conv7_conv7/relu conv8/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU conv8/dw/relu 1 1 conv8/dw conv8/dw_conv8/dw/relu | |||
| Convolution conv8 1 1 conv8/dw_conv8/dw/relu conv8 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU conv8/relu 1 1 conv8 conv8_conv8/relu | |||
| ConvolutionDepthWise conv9/dw 1 1 conv8_conv8/relu conv9/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU conv9/dw/relu 1 1 conv9/dw conv9/dw_conv9/dw/relu | |||
| Convolution conv9 1 1 conv9/dw_conv9/dw/relu conv9 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU conv9/relu 1 1 conv9 conv9_conv9/relu | |||
| ConvolutionDepthWise conv10/dw 1 1 conv9_conv9/relu conv10/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU conv10/dw/relu 1 1 conv10/dw conv10/dw_conv10/dw/relu | |||
| Convolution conv10 1 1 conv10/dw_conv10/dw/relu conv10 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU conv10/relu 1 1 conv10 conv10_conv10/relu | |||
| ConvolutionDepthWise conv11/dw 1 1 conv10_conv10/relu conv11/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU conv11/dw/relu 1 1 conv11/dw conv11/dw_conv11/dw/relu | |||
| Convolution conv11 1 1 conv11/dw_conv11/dw/relu conv11 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU conv11/relu 1 1 conv11 conv11_conv11/relu | |||
| Split splitncnn_0 1 2 conv11_conv11/relu conv11_conv11/relu_splitncnn_0 conv11_conv11/relu_splitncnn_1 | |||
| ConvolutionDepthWise conv12/dw 1 1 conv11_conv11/relu_splitncnn_1 conv12/dw 0=512 1=3 2=1 3=2 4=1 5=1 6=4608 7=512 | |||
| ReLU conv12/dw/relu 1 1 conv12/dw conv12/dw_conv12/dw/relu | |||
| Convolution conv12 1 1 conv12/dw_conv12/dw/relu conv12 0=1024 1=1 2=1 3=1 4=0 5=1 6=524288 | |||
| ReLU conv12/relu 1 1 conv12 conv12_conv12/relu | |||
| ConvolutionDepthWise conv13/dw 1 1 conv12_conv12/relu conv13/dw 0=1024 1=3 2=1 3=1 4=1 5=1 6=9216 7=1024 | |||
| ReLU conv13/dw/relu 1 1 conv13/dw conv13/dw_conv13/dw/relu | |||
| Convolution conv13 1 1 conv13/dw_conv13/dw/relu conv13 0=1024 1=1 2=1 3=1 4=0 5=1 6=1048576 | |||
| ReLU conv13/relu 1 1 conv13 conv13_conv13/relu | |||
| ConvolutionDepthWise conv15/dw 1 1 conv13_conv13/relu conv15/dw 0=1024 1=3 2=1 3=1 4=1 5=1 6=9216 7=1024 | |||
| ReLU conv15/dw/relu 1 1 conv15/dw conv15/dw_conv15/dw/relu | |||
| Convolution conv15 1 1 conv15/dw_conv15/dw/relu conv15 0=1024 1=1 2=1 3=1 4=0 5=1 6=1048576 | |||
| ReLU conv15/relu 1 1 conv15 conv15_conv15/relu | |||
| Split splitncnn_1 1 2 conv15_conv15/relu conv15_conv15/relu_splitncnn_0 conv15_conv15/relu_splitncnn_1 | |||
| DeconvolutionDepthWise upsample 1 1 conv15_conv15/relu_splitncnn_1 upsample 0=512 1=1 2=1 3=2 4=0 5=0 6=1024 7=512 | |||
| Pooling maxpool 1 1 upsample maxpool 0=0 1=2 2=1 3=1 4=0 | |||
| ConvolutionDepthWise conv17/dw 1 1 conv11_conv11/relu_splitncnn_0 conv17/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU conv17/dw/relu 1 1 conv17/dw conv17/dw_conv17/dw/relu | |||
| Convolution conv17 1 1 conv17/dw_conv17/dw/relu conv17 0=512 1=1 2=1 3=1 4=0 5=1 6=262144 | |||
| ReLU conv17/relu 1 1 conv17 conv17_conv17/relu | |||
| Eltwise conv17/sum 2 1 maxpool conv17_conv17/relu conv17/sum 0=1 -23301=0 | |||
| ConvolutionDepthWise conv18/dw 1 1 conv17/sum conv18/dw 0=512 1=3 2=1 3=1 4=1 5=1 6=4608 7=512 | |||
| ReLU conv18/dw/relu 1 1 conv18/dw conv18/dw_conv18/dw/relu | |||
| Convolution conv18_new 1 1 conv18/dw_conv18/dw/relu conv18_new 0=1024 1=1 2=1 3=1 4=0 5=1 6=524288 | |||
| ReLU conv18_new/relu 1 1 conv18_new conv18_new_conv18_new/relu | |||
| Convolution conv19 1 1 conv15_conv15/relu_splitncnn_0 conv19 0=75 1=1 2=1 3=1 4=0 5=1 6=76800 | |||
| Convolution conv20 1 1 conv18_new_conv18_new/relu conv20 0=75 1=1 2=1 3=1 4=0 5=1 6=76800 | |||
| Yolov3DetectionOutput detection_out 2 1 conv19 conv20 detection_out 0=20 1=3 2=0.30000 3=0.450000 -23304=12,10.000000,14.000000,23.000000,27.000000,37.000000,58.000000,81.000000,82.000000,135.000000,169.000000,344.000000,319.000000 -23305=6,3.000000,4.000000,5.000000,0.000000,1.000000,2.000000 -23306=2,32.000000,16.000000 7=2 | |||
| 42 44 | |||
| Input data 0 1 data 0=416 1=416 2=3 | |||
| Convolution conv0 1 1 data conv0_conv0/relu 0=32 1=3 3=2 4=1 5=1 6=864 9=1 | |||
| ConvolutionDepthWise conv1/dw 1 1 conv0_conv0/relu conv1/dw_conv1/dw/relu 0=32 1=3 4=1 5=1 6=288 7=32 9=1 | |||
| Convolution conv1 1 1 conv1/dw_conv1/dw/relu conv1_conv1/relu 0=64 1=1 5=1 6=2048 9=1 | |||
| ConvolutionDepthWise conv2/dw 1 1 conv1_conv1/relu conv2/dw_conv2/dw/relu 0=64 1=3 3=2 4=1 5=1 6=576 7=64 9=1 | |||
| Convolution conv2 1 1 conv2/dw_conv2/dw/relu conv2_conv2/relu 0=128 1=1 5=1 6=8192 9=1 | |||
| ConvolutionDepthWise conv3/dw 1 1 conv2_conv2/relu conv3/dw_conv3/dw/relu 0=128 1=3 4=1 5=1 6=1152 7=128 9=1 | |||
| Convolution conv3 1 1 conv3/dw_conv3/dw/relu conv3_conv3/relu 0=128 1=1 5=1 6=16384 9=1 | |||
| ConvolutionDepthWise conv4/dw 1 1 conv3_conv3/relu conv4/dw_conv4/dw/relu 0=128 1=3 3=2 4=1 5=1 6=1152 7=128 9=1 | |||
| Convolution conv4 1 1 conv4/dw_conv4/dw/relu conv4_conv4/relu 0=256 1=1 5=1 6=32768 9=1 | |||
| ConvolutionDepthWise conv5/dw 1 1 conv4_conv4/relu conv5/dw_conv5/dw/relu 0=256 1=3 4=1 5=1 6=2304 7=256 9=1 | |||
| Convolution conv5 1 1 conv5/dw_conv5/dw/relu conv5_conv5/relu 0=256 1=1 5=1 6=65536 9=1 | |||
| ConvolutionDepthWise conv6/dw 1 1 conv5_conv5/relu conv6/dw_conv6/dw/relu 0=256 1=3 3=2 4=1 5=1 6=2304 7=256 9=1 | |||
| Convolution conv6 1 1 conv6/dw_conv6/dw/relu conv6_conv6/relu 0=512 1=1 5=1 6=131072 9=1 | |||
| ConvolutionDepthWise conv7/dw 1 1 conv6_conv6/relu conv7/dw_conv7/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv7 1 1 conv7/dw_conv7/dw/relu conv7_conv7/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv8/dw 1 1 conv7_conv7/relu conv8/dw_conv8/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv8 1 1 conv8/dw_conv8/dw/relu conv8_conv8/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv9/dw 1 1 conv8_conv8/relu conv9/dw_conv9/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv9 1 1 conv9/dw_conv9/dw/relu conv9_conv9/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv10/dw 1 1 conv9_conv9/relu conv10/dw_conv10/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv10 1 1 conv10/dw_conv10/dw/relu conv10_conv10/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| ConvolutionDepthWise conv11/dw 1 1 conv10_conv10/relu conv11/dw_conv11/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv11 1 1 conv11/dw_conv11/dw/relu conv11_conv11/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| Split splitncnn_0 1 2 conv11_conv11/relu conv11_conv11/relu_splitncnn_0 conv11_conv11/relu_splitncnn_1 | |||
| ConvolutionDepthWise conv12/dw 1 1 conv11_conv11/relu_splitncnn_1 conv12/dw_conv12/dw/relu 0=512 1=3 3=2 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv12 1 1 conv12/dw_conv12/dw/relu conv12_conv12/relu 0=1024 1=1 5=1 6=524288 9=1 | |||
| ConvolutionDepthWise conv13/dw 1 1 conv12_conv12/relu conv13/dw_conv13/dw/relu 0=1024 1=3 4=1 5=1 6=9216 7=1024 9=1 | |||
| Convolution conv13 1 1 conv13/dw_conv13/dw/relu conv13_conv13/relu 0=1024 1=1 5=1 6=1048576 9=1 | |||
| ConvolutionDepthWise conv15/dw 1 1 conv13_conv13/relu conv15/dw_conv15/dw/relu 0=1024 1=3 4=1 5=1 6=9216 7=1024 9=1 | |||
| Convolution conv15 1 1 conv15/dw_conv15/dw/relu conv15_conv15/relu 0=1024 1=1 5=1 6=1048576 9=1 | |||
| Split splitncnn_1 1 2 conv15_conv15/relu conv15_conv15/relu_splitncnn_0 conv15_conv15/relu_splitncnn_1 | |||
| DeconvolutionDepthWise upsample 1 1 conv15_conv15/relu_splitncnn_1 upsample 0=512 1=1 3=2 6=1024 7=512 | |||
| Pooling maxpool 1 1 upsample maxpool 1=2 3=1 | |||
| ConvolutionDepthWise conv17/dw 1 1 conv11_conv11/relu_splitncnn_0 conv17/dw_conv17/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv17 1 1 conv17/dw_conv17/dw/relu conv17_conv17/relu 0=512 1=1 5=1 6=262144 9=1 | |||
| Eltwise conv17/sum 2 1 maxpool conv17_conv17/relu conv17/sum 0=1 | |||
| ConvolutionDepthWise conv18/dw 1 1 conv17/sum conv18/dw_conv18/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 9=1 | |||
| Convolution conv18_new 1 1 conv18/dw_conv18/dw/relu conv18_new_conv18_new/relu 0=1024 1=1 5=1 6=524288 9=1 | |||
| Convolution conv19 1 1 conv15_conv15/relu_splitncnn_0 conv19 0=75 1=1 5=1 6=76800 | |||
| Convolution conv20 1 1 conv18_new_conv18_new/relu conv20 0=75 1=1 5=1 6=76800 | |||
| Yolov3DetectionOutput detection_out 2 1 conv19 conv20 detection_out 1=3 2=0.300000 -23304=12,1092616192,1096810496,1102577664,1104674816,1108606976,1114112000,1117913088,1118044160,1124532224,1126760448,1135345664,1134526464 -23305=6,1077936128,1082130432,1084227584,0,1065353216,1073741824 -23306=2,1107296256,1098907648 | |||
+ 93
- 195
benchmark/proxylessnasnet.param
View File
| @@ -1,196 +1,94 @@ | |||
| 7767517 | |||
| 194 207 | |||
| Input data 0 1 data | |||
| Convolution first-3x3-conv 1 1 data first-3x3-conv 0=32 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 5=0 6=864 | |||
| BatchNorm first-3x3-conv_bn 1 1 first-3x3-conv first-3x3-conv_bn 0=32 | |||
| ReLU first-3x3-conv_relu 1 1 first-3x3-conv_bn first-3x3-conv_relu | |||
| ConvolutionDepthWise A0_dw 1 1 first-3x3-conv_relu A0_dw 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=288 7=32 | |||
| BatchNorm A0_dw_bn 1 1 A0_dw A0_dw_bn 0=32 | |||
| ReLU A0_dw_relu 1 1 A0_dw_bn A0_dw_relu | |||
| Convolution A0_linear 1 1 A0_dw_relu A0_linear 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1024 | |||
| BatchNorm A0_linear_bn 1 1 A0_linear A0_linear_bn 0=32 | |||
| Convolution B0_expand 1 1 A0_linear_bn B0_expand 0=48 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1536 | |||
| BatchNorm B0_expand_bn 1 1 B0_expand B0_expand_bn 0=48 | |||
| ReLU B0_expand_relu 1 1 B0_expand_bn B0_expand_relu | |||
| ConvolutionDepthWise B0_dw 1 1 B0_expand_relu B0_dw 0=48 1=5 11=5 2=1 12=1 3=2 13=2 4=2 14=2 5=0 6=1200 7=48 | |||
| BatchNorm B0_dw_bn 1 1 B0_dw B0_dw_bn 0=48 | |||
| ReLU B0_dw_relu 1 1 B0_dw_bn B0_dw_relu | |||
| Convolution B0_linear 1 1 B0_dw_relu B0_linear 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1536 | |||
| BatchNorm B0_linear_bn 1 1 B0_linear B0_linear_bn 0=32 | |||
| Split splitncnn_0 1 2 B0_linear_bn B0_linear_bn_splitncnn_0 B0_linear_bn_splitncnn_1 | |||
| Convolution B1_expand 1 1 B0_linear_bn_splitncnn_1 B1_expand 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=3072 | |||
| BatchNorm B1_expand_bn 1 1 B1_expand B1_expand_bn 0=96 | |||
| ReLU B1_expand_relu 1 1 B1_expand_bn B1_expand_relu | |||
| ConvolutionDepthWise B1_dw 1 1 B1_expand_relu B1_dw 0=96 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=864 7=96 | |||
| BatchNorm B1_dw_bn 1 1 B1_dw B1_dw_bn 0=96 | |||
| ReLU B1_dw_relu 1 1 B1_dw_bn B1_dw_relu | |||
| Convolution B1_linear 1 1 B1_dw_relu B1_linear 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=3072 | |||
| BatchNorm B1_linear_bn 1 1 B1_linear B1_linear_bn 0=32 | |||
| BinaryOp unknownncnn_0 2 1 B0_linear_bn_splitncnn_0 B1_linear_bn unknownncnn_0 0=0 | |||
| Convolution C0_expand 1 1 unknownncnn_0 C0_expand 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=3072 | |||
| BatchNorm C0_expand_bn 1 1 C0_expand C0_expand_bn 0=96 | |||
| ReLU C0_expand_relu 1 1 C0_expand_bn C0_expand_relu | |||
| ConvolutionDepthWise C0_dw 1 1 C0_expand_relu C0_dw 0=96 1=7 11=7 2=1 12=1 3=2 13=2 4=3 14=3 5=0 6=4704 7=96 | |||
| BatchNorm C0_dw_bn 1 1 C0_dw C0_dw_bn 0=96 | |||
| ReLU C0_dw_relu 1 1 C0_dw_bn C0_dw_relu | |||
| Convolution C0_linear 1 1 C0_dw_relu C0_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=3840 | |||
| BatchNorm C0_linear_bn 1 1 C0_linear C0_linear_bn 0=40 | |||
| Split splitncnn_1 1 2 C0_linear_bn C0_linear_bn_splitncnn_0 C0_linear_bn_splitncnn_1 | |||
| Convolution C1_expand 1 1 C0_linear_bn_splitncnn_1 C1_expand 0=120 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800 | |||
| BatchNorm C1_expand_bn 1 1 C1_expand C1_expand_bn 0=120 | |||
| ReLU C1_expand_relu 1 1 C1_expand_bn C1_expand_relu | |||
| ConvolutionDepthWise C1_dw 1 1 C1_expand_relu C1_dw 0=120 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=1080 7=120 | |||
| BatchNorm C1_dw_bn 1 1 C1_dw C1_dw_bn 0=120 | |||
| ReLU C1_dw_relu 1 1 C1_dw_bn C1_dw_relu | |||
| Convolution C1_linear 1 1 C1_dw_relu C1_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800 | |||
| BatchNorm C1_linear_bn 1 1 C1_linear C1_linear_bn 0=40 | |||
| BinaryOp unknownncnn_1 2 1 C0_linear_bn_splitncnn_0 C1_linear_bn unknownncnn_1 0=0 | |||
| Split splitncnn_2 1 2 unknownncnn_1 unknownncnn_1_splitncnn_0 unknownncnn_1_splitncnn_1 | |||
| Convolution C2_expand 1 1 unknownncnn_1_splitncnn_1 C2_expand 0=120 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800 | |||
| BatchNorm C2_expand_bn 1 1 C2_expand C2_expand_bn 0=120 | |||
| ReLU C2_expand_relu 1 1 C2_expand_bn C2_expand_relu | |||
| ConvolutionDepthWise C2_dw 1 1 C2_expand_relu C2_dw 0=120 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=3000 7=120 | |||
| BatchNorm C2_dw_bn 1 1 C2_dw C2_dw_bn 0=120 | |||
| ReLU C2_dw_relu 1 1 C2_dw_bn C2_dw_relu | |||
| Convolution C2_linear 1 1 C2_dw_relu C2_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800 | |||
| BatchNorm C2_linear_bn 1 1 C2_linear C2_linear_bn 0=40 | |||
| BinaryOp unknownncnn_2 2 1 unknownncnn_1_splitncnn_0 C2_linear_bn unknownncnn_2 0=0 | |||
| Split splitncnn_3 1 2 unknownncnn_2 unknownncnn_2_splitncnn_0 unknownncnn_2_splitncnn_1 | |||
| Convolution C3_expand 1 1 unknownncnn_2_splitncnn_1 C3_expand 0=120 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800 | |||
| BatchNorm C3_expand_bn 1 1 C3_expand C3_expand_bn 0=120 | |||
| ReLU C3_expand_relu 1 1 C3_expand_bn C3_expand_relu | |||
| ConvolutionDepthWise C3_dw 1 1 C3_expand_relu C3_dw 0=120 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=3000 7=120 | |||
| BatchNorm C3_dw_bn 1 1 C3_dw C3_dw_bn 0=120 | |||
| ReLU C3_dw_relu 1 1 C3_dw_bn C3_dw_relu | |||
| Convolution C3_linear 1 1 C3_dw_relu C3_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800 | |||
| BatchNorm C3_linear_bn 1 1 C3_linear C3_linear_bn 0=40 | |||
| BinaryOp unknownncnn_3 2 1 unknownncnn_2_splitncnn_0 C3_linear_bn unknownncnn_3 0=0 | |||
| Convolution D0_expand 1 1 unknownncnn_3 D0_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=9600 | |||
| BatchNorm D0_expand_bn 1 1 D0_expand D0_expand_bn 0=240 | |||
| ReLU D0_expand_relu 1 1 D0_expand_bn D0_expand_relu | |||
| ConvolutionDepthWise D0_dw 1 1 D0_expand_relu D0_dw 0=240 1=7 11=7 2=1 12=1 3=2 13=2 4=3 14=3 5=0 6=11760 7=240 | |||
| BatchNorm D0_dw_bn 1 1 D0_dw D0_dw_bn 0=240 | |||
| ReLU D0_dw_relu 1 1 D0_dw_bn D0_dw_relu | |||
| Convolution D0_linear 1 1 D0_dw_relu D0_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200 | |||
| BatchNorm D0_linear_bn 1 1 D0_linear D0_linear_bn 0=80 | |||
| Split splitncnn_4 1 2 D0_linear_bn D0_linear_bn_splitncnn_0 D0_linear_bn_splitncnn_1 | |||
| Convolution D1_expand 1 1 D0_linear_bn_splitncnn_1 D1_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200 | |||
| BatchNorm D1_expand_bn 1 1 D1_expand D1_expand_bn 0=240 | |||
| ReLU D1_expand_relu 1 1 D1_expand_bn D1_expand_relu | |||
| ConvolutionDepthWise D1_dw 1 1 D1_expand_relu D1_dw 0=240 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=6000 7=240 | |||
| BatchNorm D1_dw_bn 1 1 D1_dw D1_dw_bn 0=240 | |||
| ReLU D1_dw_relu 1 1 D1_dw_bn D1_dw_relu | |||
| Convolution D1_linear 1 1 D1_dw_relu D1_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200 | |||
| BatchNorm D1_linear_bn 1 1 D1_linear D1_linear_bn 0=80 | |||
| BinaryOp unknownncnn_4 2 1 D0_linear_bn_splitncnn_0 D1_linear_bn unknownncnn_4 0=0 | |||
| Split splitncnn_5 1 2 unknownncnn_4 unknownncnn_4_splitncnn_0 unknownncnn_4_splitncnn_1 | |||
| Convolution D2_expand 1 1 unknownncnn_4_splitncnn_1 D2_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200 | |||
| BatchNorm D2_expand_bn 1 1 D2_expand D2_expand_bn 0=240 | |||
| ReLU D2_expand_relu 1 1 D2_expand_bn D2_expand_relu | |||
| ConvolutionDepthWise D2_dw 1 1 D2_expand_relu D2_dw 0=240 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=6000 7=240 | |||
| BatchNorm D2_dw_bn 1 1 D2_dw D2_dw_bn 0=240 | |||
| ReLU D2_dw_relu 1 1 D2_dw_bn D2_dw_relu | |||
| Convolution D2_linear 1 1 D2_dw_relu D2_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200 | |||
| BatchNorm D2_linear_bn 1 1 D2_linear D2_linear_bn 0=80 | |||
| BinaryOp unknownncnn_5 2 1 unknownncnn_4_splitncnn_0 D2_linear_bn unknownncnn_5 0=0 | |||
| Split splitncnn_6 1 2 unknownncnn_5 unknownncnn_5_splitncnn_0 unknownncnn_5_splitncnn_1 | |||
| Convolution D3_expand 1 1 unknownncnn_5_splitncnn_1 D3_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200 | |||
| BatchNorm D3_expand_bn 1 1 D3_expand D3_expand_bn 0=240 | |||
| ReLU D3_expand_relu 1 1 D3_expand_bn D3_expand_relu | |||
| ConvolutionDepthWise D3_dw 1 1 D3_expand_relu D3_dw 0=240 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=6000 7=240 | |||
| BatchNorm D3_dw_bn 1 1 D3_dw D3_dw_bn 0=240 | |||
| ReLU D3_dw_relu 1 1 D3_dw_bn D3_dw_relu | |||
| Convolution D3_linear 1 1 D3_dw_relu D3_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200 | |||
| BatchNorm D3_linear_bn 1 1 D3_linear D3_linear_bn 0=80 | |||
| BinaryOp unknownncnn_6 2 1 unknownncnn_5_splitncnn_0 D3_linear_bn unknownncnn_6 0=0 | |||
| Convolution E0_expand 1 1 unknownncnn_6 E0_expand 0=480 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=38400 | |||
| BatchNorm E0_expand_bn 1 1 E0_expand E0_expand_bn 0=480 | |||
| ReLU E0_expand_relu 1 1 E0_expand_bn E0_expand_relu | |||
| ConvolutionDepthWise E0_dw 1 1 E0_expand_relu E0_dw 0=480 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=12000 7=480 | |||
| BatchNorm E0_dw_bn 1 1 E0_dw E0_dw_bn 0=480 | |||
| ReLU E0_dw_relu 1 1 E0_dw_bn E0_dw_relu | |||
| Convolution E0_linear 1 1 E0_dw_relu E0_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=46080 | |||
| BatchNorm E0_linear_bn 1 1 E0_linear E0_linear_bn 0=96 | |||
| Split splitncnn_7 1 2 E0_linear_bn E0_linear_bn_splitncnn_0 E0_linear_bn_splitncnn_1 | |||
| Convolution E1_expand 1 1 E0_linear_bn_splitncnn_1 E1_expand 0=288 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648 | |||
| BatchNorm E1_expand_bn 1 1 E1_expand E1_expand_bn 0=288 | |||
| ReLU E1_expand_relu 1 1 E1_expand_bn E1_expand_relu | |||
| ConvolutionDepthWise E1_dw 1 1 E1_expand_relu E1_dw 0=288 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=7200 7=288 | |||
| BatchNorm E1_dw_bn 1 1 E1_dw E1_dw_bn 0=288 | |||
| ReLU E1_dw_relu 1 1 E1_dw_bn E1_dw_relu | |||
| Convolution E1_linear 1 1 E1_dw_relu E1_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648 | |||
| BatchNorm E1_linear_bn 1 1 E1_linear E1_linear_bn 0=96 | |||
| BinaryOp unknownncnn_7 2 1 E0_linear_bn_splitncnn_0 E1_linear_bn unknownncnn_7 0=0 | |||
| Split splitncnn_8 1 2 unknownncnn_7 unknownncnn_7_splitncnn_0 unknownncnn_7_splitncnn_1 | |||
| Convolution E2_expand 1 1 unknownncnn_7_splitncnn_1 E2_expand 0=288 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648 | |||
| BatchNorm E2_expand_bn 1 1 E2_expand E2_expand_bn 0=288 | |||
| ReLU E2_expand_relu 1 1 E2_expand_bn E2_expand_relu | |||
| ConvolutionDepthWise E2_dw 1 1 E2_expand_relu E2_dw 0=288 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=7200 7=288 | |||
| BatchNorm E2_dw_bn 1 1 E2_dw E2_dw_bn 0=288 | |||
| ReLU E2_dw_relu 1 1 E2_dw_bn E2_dw_relu | |||
| Convolution E2_linear 1 1 E2_dw_relu E2_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648 | |||
| BatchNorm E2_linear_bn 1 1 E2_linear E2_linear_bn 0=96 | |||
| BinaryOp unknownncnn_8 2 1 unknownncnn_7_splitncnn_0 E2_linear_bn unknownncnn_8 0=0 | |||
| Split splitncnn_9 1 2 unknownncnn_8 unknownncnn_8_splitncnn_0 unknownncnn_8_splitncnn_1 | |||
| Convolution E3_expand 1 1 unknownncnn_8_splitncnn_1 E3_expand 0=288 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648 | |||
| BatchNorm E3_expand_bn 1 1 E3_expand E3_expand_bn 0=288 | |||
| ReLU E3_expand_relu 1 1 E3_expand_bn E3_expand_relu | |||
| ConvolutionDepthWise E3_dw 1 1 E3_expand_relu E3_dw 0=288 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=7200 7=288 | |||
| BatchNorm E3_dw_bn 1 1 E3_dw E3_dw_bn 0=288 | |||
| ReLU E3_dw_relu 1 1 E3_dw_bn E3_dw_relu | |||
| Convolution E3_linear 1 1 E3_dw_relu E3_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648 | |||
| BatchNorm E3_linear_bn 1 1 E3_linear E3_linear_bn 0=96 | |||
| BinaryOp unknownncnn_9 2 1 unknownncnn_8_splitncnn_0 E3_linear_bn unknownncnn_9 0=0 | |||
| Convolution F0_expand 1 1 unknownncnn_9 F0_expand 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=55296 | |||
| BatchNorm F0_expand_bn 1 1 F0_expand F0_expand_bn 0=576 | |||
| ReLU F0_expand_relu 1 1 F0_expand_bn F0_expand_relu | |||
| ConvolutionDepthWise F0_dw 1 1 F0_expand_relu F0_dw 0=576 1=7 11=7 2=1 12=1 3=2 13=2 4=3 14=3 5=0 6=28224 7=576 | |||
| BatchNorm F0_dw_bn 1 1 F0_dw F0_dw_bn 0=576 | |||
| ReLU F0_dw_relu 1 1 F0_dw_bn F0_dw_relu | |||
| Convolution F0_linear 1 1 F0_dw_relu F0_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592 | |||
| BatchNorm F0_linear_bn 1 1 F0_linear F0_linear_bn 0=192 | |||
| Split splitncnn_10 1 2 F0_linear_bn F0_linear_bn_splitncnn_0 F0_linear_bn_splitncnn_1 | |||
| Convolution F1_expand 1 1 F0_linear_bn_splitncnn_1 F1_expand 0=1152 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184 | |||
| BatchNorm F1_expand_bn 1 1 F1_expand F1_expand_bn 0=1152 | |||
| ReLU F1_expand_relu 1 1 F1_expand_bn F1_expand_relu | |||
| ConvolutionDepthWise F1_dw 1 1 F1_expand_relu F1_dw 0=1152 1=7 11=7 2=1 12=1 3=1 13=1 4=3 14=3 5=0 6=56448 7=1152 | |||
| BatchNorm F1_dw_bn 1 1 F1_dw F1_dw_bn 0=1152 | |||
| ReLU F1_dw_relu 1 1 F1_dw_bn F1_dw_relu | |||
| Convolution F1_linear 1 1 F1_dw_relu F1_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184 | |||
| BatchNorm F1_linear_bn 1 1 F1_linear F1_linear_bn 0=192 | |||
| BinaryOp unknownncnn_10 2 1 F0_linear_bn_splitncnn_0 F1_linear_bn unknownncnn_10 0=0 | |||
| Split splitncnn_11 1 2 unknownncnn_10 unknownncnn_10_splitncnn_0 unknownncnn_10_splitncnn_1 | |||
| Convolution F2_expand 1 1 unknownncnn_10_splitncnn_1 F2_expand 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592 | |||
| BatchNorm F2_expand_bn 1 1 F2_expand F2_expand_bn 0=576 | |||
| ReLU F2_expand_relu 1 1 F2_expand_bn F2_expand_relu | |||
| ConvolutionDepthWise F2_dw 1 1 F2_expand_relu F2_dw 0=576 1=7 11=7 2=1 12=1 3=1 13=1 4=3 14=3 5=0 6=28224 7=576 | |||
| BatchNorm F2_dw_bn 1 1 F2_dw F2_dw_bn 0=576 | |||
| ReLU F2_dw_relu 1 1 F2_dw_bn F2_dw_relu | |||
| Convolution F2_linear 1 1 F2_dw_relu F2_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592 | |||
| BatchNorm F2_linear_bn 1 1 F2_linear F2_linear_bn 0=192 | |||
| BinaryOp unknownncnn_11 2 1 unknownncnn_10_splitncnn_0 F2_linear_bn unknownncnn_11 0=0 | |||
| Split splitncnn_12 1 2 unknownncnn_11 unknownncnn_11_splitncnn_0 unknownncnn_11_splitncnn_1 | |||
| Convolution F3_expand 1 1 unknownncnn_11_splitncnn_1 F3_expand 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592 | |||
| BatchNorm F3_expand_bn 1 1 F3_expand F3_expand_bn 0=576 | |||
| ReLU F3_expand_relu 1 1 F3_expand_bn F3_expand_relu | |||
| ConvolutionDepthWise F3_dw 1 1 F3_expand_relu F3_dw 0=576 1=7 11=7 2=1 12=1 3=1 13=1 4=3 14=3 5=0 6=28224 7=576 | |||
| BatchNorm F3_dw_bn 1 1 F3_dw F3_dw_bn 0=576 | |||
| ReLU F3_dw_relu 1 1 F3_dw_bn F3_dw_relu | |||
| Convolution F3_linear 1 1 F3_dw_relu F3_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592 | |||
| BatchNorm F3_linear_bn 1 1 F3_linear F3_linear_bn 0=192 | |||
| BinaryOp unknownncnn_12 2 1 unknownncnn_11_splitncnn_0 F3_linear_bn unknownncnn_12 0=0 | |||
| Convolution G0_expand 1 1 unknownncnn_12 G0_expand 0=1152 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184 | |||
| BatchNorm G0_expand_bn 1 1 G0_expand G0_expand_bn 0=1152 | |||
| ReLU G0_expand_relu 1 1 G0_expand_bn G0_expand_relu | |||
| ConvolutionDepthWise G0_dw 1 1 G0_expand_relu G0_dw 0=1152 1=7 11=7 2=1 12=1 3=1 13=1 4=3 14=3 5=0 6=56448 7=1152 | |||
| BatchNorm G0_dw_bn 1 1 G0_dw G0_dw_bn 0=1152 | |||
| ReLU G0_dw_relu 1 1 G0_dw_bn G0_dw_relu | |||
| Convolution G0_linear 1 1 G0_dw_relu G0_linear 0=320 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=368640 | |||
| BatchNorm G0_linear_bn 1 1 G0_linear G0_linear_bn 0=320 | |||
| Convolution last-1x1-conv 1 1 G0_linear_bn last-1x1-conv 0=1280 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=409600 | |||
| BatchNorm last-1x1-conv_bn 1 1 last-1x1-conv last-1x1-conv_bn 0=1280 | |||
| ReLU last-1x1-conv_relu 1 1 last-1x1-conv_bn last-1x1-conv_relu | |||
| Pooling avgpool 1 1 last-1x1-conv_relu avgpool 0=1 1=7 4=1 5=1 | |||
| Flatten flatten 1 1 avgpool flatten | |||
| InnerProduct fc 1 1 flatten fc 0=1000 1=1 2=1280000 | |||
| Softmax prob 1 1 fc prob 0=0 | |||
| 92 105 | |||
| Input data 0 1 data | |||
| Convolution first-3x3-conv 1 1 data first-3x3-conv_relu 0=32 1=3 3=2 4=1 5=1 6=864 9=1 | |||
| ConvolutionDepthWise A0_dw 1 1 first-3x3-conv_relu A0_dw_relu 0=32 1=3 4=1 5=1 6=288 7=32 9=1 | |||
| Convolution A0_linear 1 1 A0_dw_relu A0_linear_bn 0=32 1=1 5=1 6=1024 | |||
| Convolution B0_expand 1 1 A0_linear_bn B0_expand_relu 0=48 1=1 5=1 6=1536 9=1 | |||
| ConvolutionDepthWise B0_dw 1 1 B0_expand_relu B0_dw_relu 0=48 1=5 3=2 4=2 5=1 6=1200 7=48 9=1 | |||
| Convolution B0_linear 1 1 B0_dw_relu B0_linear_bn 0=32 1=1 5=1 6=1536 | |||
| Split splitncnn_0 1 2 B0_linear_bn B0_linear_bn_splitncnn_0 B0_linear_bn_splitncnn_1 | |||
| Convolution B1_expand 1 1 B0_linear_bn_splitncnn_1 B1_expand_relu 0=96 1=1 5=1 6=3072 9=1 | |||
| ConvolutionDepthWise B1_dw 1 1 B1_expand_relu B1_dw_relu 0=96 1=3 4=1 5=1 6=864 7=96 9=1 | |||
| Convolution B1_linear 1 1 B1_dw_relu B1_linear_bn 0=32 1=1 5=1 6=3072 | |||
| BinaryOp unknownncnn_0 2 1 B0_linear_bn_splitncnn_0 B1_linear_bn unknownncnn_0 | |||
| Convolution C0_expand 1 1 unknownncnn_0 C0_expand_relu 0=96 1=1 5=1 6=3072 9=1 | |||
| ConvolutionDepthWise C0_dw 1 1 C0_expand_relu C0_dw_relu 0=96 1=7 3=2 4=3 5=1 6=4704 7=96 9=1 | |||
| Convolution C0_linear 1 1 C0_dw_relu C0_linear_bn 0=40 1=1 5=1 6=3840 | |||
| Split splitncnn_1 1 2 C0_linear_bn C0_linear_bn_splitncnn_0 C0_linear_bn_splitncnn_1 | |||
| Convolution C1_expand 1 1 C0_linear_bn_splitncnn_1 C1_expand_relu 0=120 1=1 5=1 6=4800 9=1 | |||
| ConvolutionDepthWise C1_dw 1 1 C1_expand_relu C1_dw_relu 0=120 1=3 4=1 5=1 6=1080 7=120 9=1 | |||
| Convolution C1_linear 1 1 C1_dw_relu C1_linear_bn 0=40 1=1 5=1 6=4800 | |||
| BinaryOp unknownncnn_1 2 1 C0_linear_bn_splitncnn_0 C1_linear_bn unknownncnn_1 | |||
| Split splitncnn_2 1 2 unknownncnn_1 unknownncnn_1_splitncnn_0 unknownncnn_1_splitncnn_1 | |||
| Convolution C2_expand 1 1 unknownncnn_1_splitncnn_1 C2_expand_relu 0=120 1=1 5=1 6=4800 9=1 | |||
| ConvolutionDepthWise C2_dw 1 1 C2_expand_relu C2_dw_relu 0=120 1=5 4=2 5=1 6=3000 7=120 9=1 | |||
| Convolution C2_linear 1 1 C2_dw_relu C2_linear_bn 0=40 1=1 5=1 6=4800 | |||
| BinaryOp unknownncnn_2 2 1 unknownncnn_1_splitncnn_0 C2_linear_bn unknownncnn_2 | |||
| Split splitncnn_3 1 2 unknownncnn_2 unknownncnn_2_splitncnn_0 unknownncnn_2_splitncnn_1 | |||
| Convolution C3_expand 1 1 unknownncnn_2_splitncnn_1 C3_expand_relu 0=120 1=1 5=1 6=4800 9=1 | |||
| ConvolutionDepthWise C3_dw 1 1 C3_expand_relu C3_dw_relu 0=120 1=5 4=2 5=1 6=3000 7=120 9=1 | |||
| Convolution C3_linear 1 1 C3_dw_relu C3_linear_bn 0=40 1=1 5=1 6=4800 | |||
| BinaryOp unknownncnn_3 2 1 unknownncnn_2_splitncnn_0 C3_linear_bn unknownncnn_3 | |||
| Convolution D0_expand 1 1 unknownncnn_3 D0_expand_relu 0=240 1=1 5=1 6=9600 9=1 | |||
| ConvolutionDepthWise D0_dw 1 1 D0_expand_relu D0_dw_relu 0=240 1=7 3=2 4=3 5=1 6=11760 7=240 9=1 | |||
| Convolution D0_linear 1 1 D0_dw_relu D0_linear_bn 0=80 1=1 5=1 6=19200 | |||
| Split splitncnn_4 1 2 D0_linear_bn D0_linear_bn_splitncnn_0 D0_linear_bn_splitncnn_1 | |||
| Convolution D1_expand 1 1 D0_linear_bn_splitncnn_1 D1_expand_relu 0=240 1=1 5=1 6=19200 9=1 | |||
| ConvolutionDepthWise D1_dw 1 1 D1_expand_relu D1_dw_relu 0=240 1=5 4=2 5=1 6=6000 7=240 9=1 | |||
| Convolution D1_linear 1 1 D1_dw_relu D1_linear_bn 0=80 1=1 5=1 6=19200 | |||
| BinaryOp unknownncnn_4 2 1 D0_linear_bn_splitncnn_0 D1_linear_bn unknownncnn_4 | |||
| Split splitncnn_5 1 2 unknownncnn_4 unknownncnn_4_splitncnn_0 unknownncnn_4_splitncnn_1 | |||
| Convolution D2_expand 1 1 unknownncnn_4_splitncnn_1 D2_expand_relu 0=240 1=1 5=1 6=19200 9=1 | |||
| ConvolutionDepthWise D2_dw 1 1 D2_expand_relu D2_dw_relu 0=240 1=5 4=2 5=1 6=6000 7=240 9=1 | |||
| Convolution D2_linear 1 1 D2_dw_relu D2_linear_bn 0=80 1=1 5=1 6=19200 | |||
| BinaryOp unknownncnn_5 2 1 unknownncnn_4_splitncnn_0 D2_linear_bn unknownncnn_5 | |||
| Split splitncnn_6 1 2 unknownncnn_5 unknownncnn_5_splitncnn_0 unknownncnn_5_splitncnn_1 | |||
| Convolution D3_expand 1 1 unknownncnn_5_splitncnn_1 D3_expand_relu 0=240 1=1 5=1 6=19200 9=1 | |||
| ConvolutionDepthWise D3_dw 1 1 D3_expand_relu D3_dw_relu 0=240 1=5 4=2 5=1 6=6000 7=240 9=1 | |||
| Convolution D3_linear 1 1 D3_dw_relu D3_linear_bn 0=80 1=1 5=1 6=19200 | |||
| BinaryOp unknownncnn_6 2 1 unknownncnn_5_splitncnn_0 D3_linear_bn unknownncnn_6 | |||
| Convolution E0_expand 1 1 unknownncnn_6 E0_expand_relu 0=480 1=1 5=1 6=38400 9=1 | |||
| ConvolutionDepthWise E0_dw 1 1 E0_expand_relu E0_dw_relu 0=480 1=5 4=2 5=1 6=12000 7=480 9=1 | |||
| Convolution E0_linear 1 1 E0_dw_relu E0_linear_bn 0=96 1=1 5=1 6=46080 | |||
| Split splitncnn_7 1 2 E0_linear_bn E0_linear_bn_splitncnn_0 E0_linear_bn_splitncnn_1 | |||
| Convolution E1_expand 1 1 E0_linear_bn_splitncnn_1 E1_expand_relu 0=288 1=1 5=1 6=27648 9=1 | |||
| ConvolutionDepthWise E1_dw 1 1 E1_expand_relu E1_dw_relu 0=288 1=5 4=2 5=1 6=7200 7=288 9=1 | |||
| Convolution E1_linear 1 1 E1_dw_relu E1_linear_bn 0=96 1=1 5=1 6=27648 | |||
| BinaryOp unknownncnn_7 2 1 E0_linear_bn_splitncnn_0 E1_linear_bn unknownncnn_7 | |||
| Split splitncnn_8 1 2 unknownncnn_7 unknownncnn_7_splitncnn_0 unknownncnn_7_splitncnn_1 | |||
| Convolution E2_expand 1 1 unknownncnn_7_splitncnn_1 E2_expand_relu 0=288 1=1 5=1 6=27648 9=1 | |||
| ConvolutionDepthWise E2_dw 1 1 E2_expand_relu E2_dw_relu 0=288 1=5 4=2 5=1 6=7200 7=288 9=1 | |||
| Convolution E2_linear 1 1 E2_dw_relu E2_linear_bn 0=96 1=1 5=1 6=27648 | |||
| BinaryOp unknownncnn_8 2 1 unknownncnn_7_splitncnn_0 E2_linear_bn unknownncnn_8 | |||
| Split splitncnn_9 1 2 unknownncnn_8 unknownncnn_8_splitncnn_0 unknownncnn_8_splitncnn_1 | |||
| Convolution E3_expand 1 1 unknownncnn_8_splitncnn_1 E3_expand_relu 0=288 1=1 5=1 6=27648 9=1 | |||
| ConvolutionDepthWise E3_dw 1 1 E3_expand_relu E3_dw_relu 0=288 1=5 4=2 5=1 6=7200 7=288 9=1 | |||
| Convolution E3_linear 1 1 E3_dw_relu E3_linear_bn 0=96 1=1 5=1 6=27648 | |||
| BinaryOp unknownncnn_9 2 1 unknownncnn_8_splitncnn_0 E3_linear_bn unknownncnn_9 | |||
| Convolution F0_expand 1 1 unknownncnn_9 F0_expand_relu 0=576 1=1 5=1 6=55296 9=1 | |||
| ConvolutionDepthWise F0_dw 1 1 F0_expand_relu F0_dw_relu 0=576 1=7 3=2 4=3 5=1 6=28224 7=576 9=1 | |||
| Convolution F0_linear 1 1 F0_dw_relu F0_linear_bn 0=192 1=1 5=1 6=110592 | |||
| Split splitncnn_10 1 2 F0_linear_bn F0_linear_bn_splitncnn_0 F0_linear_bn_splitncnn_1 | |||
| Convolution F1_expand 1 1 F0_linear_bn_splitncnn_1 F1_expand_relu 0=1152 1=1 5=1 6=221184 9=1 | |||
| ConvolutionDepthWise F1_dw 1 1 F1_expand_relu F1_dw_relu 0=1152 1=7 4=3 5=1 6=56448 7=1152 9=1 | |||
| Convolution F1_linear 1 1 F1_dw_relu F1_linear_bn 0=192 1=1 5=1 6=221184 | |||
| BinaryOp unknownncnn_10 2 1 F0_linear_bn_splitncnn_0 F1_linear_bn unknownncnn_10 | |||
| Split splitncnn_11 1 2 unknownncnn_10 unknownncnn_10_splitncnn_0 unknownncnn_10_splitncnn_1 | |||
| Convolution F2_expand 1 1 unknownncnn_10_splitncnn_1 F2_expand_relu 0=576 1=1 5=1 6=110592 9=1 | |||
| ConvolutionDepthWise F2_dw 1 1 F2_expand_relu F2_dw_relu 0=576 1=7 4=3 5=1 6=28224 7=576 9=1 | |||
| Convolution F2_linear 1 1 F2_dw_relu F2_linear_bn 0=192 1=1 5=1 6=110592 | |||
| BinaryOp unknownncnn_11 2 1 unknownncnn_10_splitncnn_0 F2_linear_bn unknownncnn_11 | |||
| Split splitncnn_12 1 2 unknownncnn_11 unknownncnn_11_splitncnn_0 unknownncnn_11_splitncnn_1 | |||
| Convolution F3_expand 1 1 unknownncnn_11_splitncnn_1 F3_expand_relu 0=576 1=1 5=1 6=110592 9=1 | |||
| ConvolutionDepthWise F3_dw 1 1 F3_expand_relu F3_dw_relu 0=576 1=7 4=3 5=1 6=28224 7=576 9=1 | |||
| Convolution F3_linear 1 1 F3_dw_relu F3_linear_bn 0=192 1=1 5=1 6=110592 | |||
| BinaryOp unknownncnn_12 2 1 unknownncnn_11_splitncnn_0 F3_linear_bn unknownncnn_12 | |||
| Convolution G0_expand 1 1 unknownncnn_12 G0_expand_relu 0=1152 1=1 5=1 6=221184 9=1 | |||
| ConvolutionDepthWise G0_dw 1 1 G0_expand_relu G0_dw_relu 0=1152 1=7 4=3 5=1 6=56448 7=1152 9=1 | |||
| Convolution G0_linear 1 1 G0_dw_relu G0_linear_bn 0=320 1=1 5=1 6=368640 | |||
| Convolution last-1x1-conv 1 1 G0_linear_bn last-1x1-conv_relu 0=1280 1=1 5=1 6=409600 9=1 | |||
| Pooling avgpool 1 1 last-1x1-conv_relu avgpool 0=1 1=7 4=1 5=1 | |||
| Flatten flatten 1 1 avgpool flatten | |||
| InnerProduct fc 1 1 flatten fc 0=1000 1=1 2=1280000 | |||
| Softmax prob 1 1 fc prob | |||
+ 51
- 102
benchmark/resnet18.param
View File
| @@ -1,103 +1,52 @@ | |||
| 7767517 | |||
| 101 109 | |||
| Input data 0 1 data 0=3 1=224 2=224 | |||
| Convolution conv1 1 1 data conv1 0=64 1=7 2=1 3=2 4=3 5=0 6=9408 | |||
| BatchNorm bn_conv1 1 1 conv1 conv1_bn_conv1 0=64 | |||
| Scale scale_conv1 1 1 conv1_bn_conv1 conv1_scale_conv1 0=64 1=1 | |||
| ReLU conv1_relu 1 1 conv1_scale_conv1 conv1_conv1_relu | |||
| Pooling pool1 1 1 conv1_conv1_relu pool1 0=0 1=3 2=2 3=0 4=0 | |||
| Split splitncnn_0 1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1 | |||
| Convolution res2a_branch1 1 1 pool1_splitncnn_1 res2a_branch1 0=64 1=1 2=1 3=1 4=0 5=0 6=4096 | |||
| BatchNorm bn2a_branch1 1 1 res2a_branch1 res2a_branch1_bn2a_branch1 0=64 | |||
| Scale scale2a_branch1 1 1 res2a_branch1_bn2a_branch1 res2a_branch1_scale2a_branch1 0=64 1=1 | |||
| Convolution res2a_branch2a 1 1 pool1_splitncnn_0 res2a_branch2a 0=64 1=3 2=1 3=1 4=1 5=0 6=36864 | |||
| BatchNorm bn2a_branch2a 1 1 res2a_branch2a res2a_branch2a_bn2a_branch2a 0=64 | |||
| Scale scale2a_branch2a 1 1 res2a_branch2a_bn2a_branch2a res2a_branch2a_scale2a_branch2a 0=64 1=1 | |||
| ReLU res2a_branch2a_relu 1 1 res2a_branch2a_scale2a_branch2a res2a_branch2a_res2a_branch2a_relu | |||
| Convolution res2a_branch2b 1 1 res2a_branch2a_res2a_branch2a_relu res2a_branch2b 0=64 1=3 2=1 3=1 4=1 5=0 6=36864 | |||
| BatchNorm bn2a_branch2b 1 1 res2a_branch2b res2a_branch2b_bn2a_branch2b 0=64 | |||
| Scale scale2a_branch2b 1 1 res2a_branch2b_bn2a_branch2b res2a_branch2b_scale2a_branch2b 0=64 1=1 | |||
| Eltwise res2a 2 1 res2a_branch1_scale2a_branch1 res2a_branch2b_scale2a_branch2b res2a 0=1 -23301=0 | |||
| ReLU res2a_relu 1 1 res2a res2a_res2a_relu | |||
| Split splitncnn_1 1 2 res2a_res2a_relu res2a_res2a_relu_splitncnn_0 res2a_res2a_relu_splitncnn_1 | |||
| Convolution res2b_branch2a 1 1 res2a_res2a_relu_splitncnn_1 res2b_branch2a 0=64 1=3 2=1 3=1 4=1 5=0 6=36864 | |||
| BatchNorm bn2b_branch2a 1 1 res2b_branch2a res2b_branch2a_bn2b_branch2a 0=64 | |||
| Scale scale2b_branch2a 1 1 res2b_branch2a_bn2b_branch2a res2b_branch2a_scale2b_branch2a 0=64 1=1 | |||
| ReLU res2b_branch2a_relu 1 1 res2b_branch2a_scale2b_branch2a res2b_branch2a_res2b_branch2a_relu | |||
| Convolution res2b_branch2b 1 1 res2b_branch2a_res2b_branch2a_relu res2b_branch2b 0=64 1=3 2=1 3=1 4=1 5=0 6=36864 | |||
| BatchNorm bn2b_branch2b 1 1 res2b_branch2b res2b_branch2b_bn2b_branch2b 0=64 | |||
| Scale scale2b_branch2b 1 1 res2b_branch2b_bn2b_branch2b res2b_branch2b_scale2b_branch2b 0=64 1=1 | |||
| Eltwise res2b 2 1 res2a_res2a_relu_splitncnn_0 res2b_branch2b_scale2b_branch2b res2b 0=1 -23301=0 | |||
| ReLU res2b_relu 1 1 res2b res2b_res2b_relu | |||
| Split splitncnn_2 1 2 res2b_res2b_relu res2b_res2b_relu_splitncnn_0 res2b_res2b_relu_splitncnn_1 | |||
| Convolution res3a_branch1 1 1 res2b_res2b_relu_splitncnn_1 res3a_branch1 0=128 1=1 2=1 3=2 4=0 5=0 6=8192 | |||
| BatchNorm bn3a_branch1 1 1 res3a_branch1 res3a_branch1_bn3a_branch1 0=128 | |||
| Scale scale3a_branch1 1 1 res3a_branch1_bn3a_branch1 res3a_branch1_scale3a_branch1 0=128 1=1 | |||
| Convolution res3a_branch2a 1 1 res2b_res2b_relu_splitncnn_0 res3a_branch2a 0=128 1=3 2=1 3=2 4=1 5=0 6=73728 | |||
| BatchNorm bn3a_branch2a 1 1 res3a_branch2a res3a_branch2a_bn3a_branch2a 0=128 | |||
| Scale scale3a_branch2a 1 1 res3a_branch2a_bn3a_branch2a res3a_branch2a_scale3a_branch2a 0=128 1=1 | |||
| ReLU res3a_branch2a_relu 1 1 res3a_branch2a_scale3a_branch2a res3a_branch2a_res3a_branch2a_relu | |||
| Convolution res3a_branch2b 1 1 res3a_branch2a_res3a_branch2a_relu res3a_branch2b 0=128 1=3 2=1 3=1 4=1 5=0 6=147456 | |||
| BatchNorm bn3a_branch2b 1 1 res3a_branch2b res3a_branch2b_bn3a_branch2b 0=128 | |||
| Scale scale3a_branch2b 1 1 res3a_branch2b_bn3a_branch2b res3a_branch2b_scale3a_branch2b 0=128 1=1 | |||
| Eltwise res3a 2 1 res3a_branch1_scale3a_branch1 res3a_branch2b_scale3a_branch2b res3a 0=1 -23301=0 | |||
| ReLU res3a_relu 1 1 res3a res3a_res3a_relu | |||
| Split splitncnn_3 1 2 res3a_res3a_relu res3a_res3a_relu_splitncnn_0 res3a_res3a_relu_splitncnn_1 | |||
| Convolution res3b_branch2a 1 1 res3a_res3a_relu_splitncnn_1 res3b_branch2a 0=128 1=3 2=1 3=1 4=1 5=0 6=147456 | |||
| BatchNorm bn3b_branch2a 1 1 res3b_branch2a res3b_branch2a_bn3b_branch2a 0=128 | |||
| Scale scale3b_branch2a 1 1 res3b_branch2a_bn3b_branch2a res3b_branch2a_scale3b_branch2a 0=128 1=1 | |||
| ReLU res3b_branch2a_relu 1 1 res3b_branch2a_scale3b_branch2a res3b_branch2a_res3b_branch2a_relu | |||
| Convolution res3b_branch2b 1 1 res3b_branch2a_res3b_branch2a_relu res3b_branch2b 0=128 1=3 2=1 3=1 4=1 5=0 6=147456 | |||
| BatchNorm bn3b_branch2b 1 1 res3b_branch2b res3b_branch2b_bn3b_branch2b 0=128 | |||
| Scale scale3b_branch2b 1 1 res3b_branch2b_bn3b_branch2b res3b_branch2b_scale3b_branch2b 0=128 1=1 | |||
| Eltwise res3b 2 1 res3a_res3a_relu_splitncnn_0 res3b_branch2b_scale3b_branch2b res3b 0=1 -23301=0 | |||
| ReLU res3b_relu 1 1 res3b res3b_res3b_relu | |||
| Split splitncnn_4 1 2 res3b_res3b_relu res3b_res3b_relu_splitncnn_0 res3b_res3b_relu_splitncnn_1 | |||
| Convolution res4a_branch1 1 1 res3b_res3b_relu_splitncnn_1 res4a_branch1 0=256 1=1 2=1 3=2 4=0 5=0 6=32768 | |||
| BatchNorm bn4a_branch1 1 1 res4a_branch1 res4a_branch1_bn4a_branch1 0=256 | |||
| Scale scale4a_branch1 1 1 res4a_branch1_bn4a_branch1 res4a_branch1_scale4a_branch1 0=256 1=1 | |||
| Convolution res4a_branch2a 1 1 res3b_res3b_relu_splitncnn_0 res4a_branch2a 0=256 1=3 2=1 3=2 4=1 5=0 6=294912 | |||
| BatchNorm bn4a_branch2a 1 1 res4a_branch2a res4a_branch2a_bn4a_branch2a 0=256 | |||
| Scale scale4a_branch2a 1 1 res4a_branch2a_bn4a_branch2a res4a_branch2a_scale4a_branch2a 0=256 1=1 | |||
| ReLU res4a_branch2a_relu 1 1 res4a_branch2a_scale4a_branch2a res4a_branch2a_res4a_branch2a_relu | |||
| Convolution res4a_branch2b 1 1 res4a_branch2a_res4a_branch2a_relu res4a_branch2b 0=256 1=3 2=1 3=1 4=1 5=0 6=589824 | |||
| BatchNorm bn4a_branch2b 1 1 res4a_branch2b res4a_branch2b_bn4a_branch2b 0=256 | |||
| Scale scale4a_branch2b 1 1 res4a_branch2b_bn4a_branch2b res4a_branch2b_scale4a_branch2b 0=256 1=1 | |||
| Eltwise res4a 2 1 res4a_branch1_scale4a_branch1 res4a_branch2b_scale4a_branch2b res4a 0=1 -23301=0 | |||
| ReLU res4a_relu 1 1 res4a res4a_res4a_relu | |||
| Split splitncnn_5 1 2 res4a_res4a_relu res4a_res4a_relu_splitncnn_0 res4a_res4a_relu_splitncnn_1 | |||
| Convolution res4b_branch2a 1 1 res4a_res4a_relu_splitncnn_1 res4b_branch2a 0=256 1=3 2=1 3=1 4=1 5=0 6=589824 | |||
| BatchNorm bn4b_branch2a 1 1 res4b_branch2a res4b_branch2a_bn4b_branch2a 0=256 | |||
| Scale scale4b_branch2a 1 1 res4b_branch2a_bn4b_branch2a res4b_branch2a_scale4b_branch2a 0=256 1=1 | |||
| ReLU res4b_branch2a_relu 1 1 res4b_branch2a_scale4b_branch2a res4b_branch2a_res4b_branch2a_relu | |||
| Convolution res4b_branch2b 1 1 res4b_branch2a_res4b_branch2a_relu res4b_branch2b 0=256 1=3 2=1 3=1 4=1 5=0 6=589824 | |||
| BatchNorm bn4b_branch2b 1 1 res4b_branch2b res4b_branch2b_bn4b_branch2b 0=256 | |||
| Scale scale4b_branch2b 1 1 res4b_branch2b_bn4b_branch2b res4b_branch2b_scale4b_branch2b 0=256 1=1 | |||
| Eltwise res4b 2 1 res4a_res4a_relu_splitncnn_0 res4b_branch2b_scale4b_branch2b res4b 0=1 -23301=0 | |||
| ReLU res4b_relu 1 1 res4b res4b_res4b_relu | |||
| Split splitncnn_6 1 2 res4b_res4b_relu res4b_res4b_relu_splitncnn_0 res4b_res4b_relu_splitncnn_1 | |||
| Convolution res5a_branch1 1 1 res4b_res4b_relu_splitncnn_1 res5a_branch1 0=512 1=1 2=1 3=2 4=0 5=0 6=131072 | |||
| BatchNorm bn5a_branch1 1 1 res5a_branch1 res5a_branch1_bn5a_branch1 0=512 | |||
| Scale scale5a_branch1 1 1 res5a_branch1_bn5a_branch1 res5a_branch1_scale5a_branch1 0=512 1=1 | |||
| Convolution res5a_branch2a 1 1 res4b_res4b_relu_splitncnn_0 res5a_branch2a 0=512 1=3 2=1 3=2 4=1 5=0 6=1179648 | |||
| BatchNorm bn5a_branch2a 1 1 res5a_branch2a res5a_branch2a_bn5a_branch2a 0=512 | |||
| Scale scale5a_branch2a 1 1 res5a_branch2a_bn5a_branch2a res5a_branch2a_scale5a_branch2a 0=512 1=1 | |||
| ReLU res5a_branch2a_relu 1 1 res5a_branch2a_scale5a_branch2a res5a_branch2a_res5a_branch2a_relu | |||
| Convolution res5a_branch2b 1 1 res5a_branch2a_res5a_branch2a_relu res5a_branch2b 0=512 1=3 2=1 3=1 4=1 5=0 6=2359296 | |||
| BatchNorm bn5a_branch2b 1 1 res5a_branch2b res5a_branch2b_bn5a_branch2b 0=512 | |||
| Scale scale5a_branch2b 1 1 res5a_branch2b_bn5a_branch2b res5a_branch2b_scale5a_branch2b 0=512 1=1 | |||
| Eltwise res5a 2 1 res5a_branch1_scale5a_branch1 res5a_branch2b_scale5a_branch2b res5a 0=1 -23301=0 | |||
| ReLU res5a_relu 1 1 res5a res5a_res5a_relu | |||
| Split splitncnn_7 1 2 res5a_res5a_relu res5a_res5a_relu_splitncnn_0 res5a_res5a_relu_splitncnn_1 | |||
| Convolution res5b_branch2a 1 1 res5a_res5a_relu_splitncnn_1 res5b_branch2a 0=512 1=3 2=1 3=1 4=1 5=0 6=2359296 | |||
| BatchNorm bn5b_branch2a 1 1 res5b_branch2a res5b_branch2a_bn5b_branch2a 0=512 | |||
| Scale scale5b_branch2a 1 1 res5b_branch2a_bn5b_branch2a res5b_branch2a_scale5b_branch2a 0=512 1=1 | |||
| ReLU res5b_branch2a_relu 1 1 res5b_branch2a_scale5b_branch2a res5b_branch2a_res5b_branch2a_relu | |||
| Convolution res5b_branch2b 1 1 res5b_branch2a_res5b_branch2a_relu res5b_branch2b 0=512 1=3 2=1 3=1 4=1 5=0 6=2359296 | |||
| BatchNorm bn5b_branch2b 1 1 res5b_branch2b res5b_branch2b_bn5b_branch2b 0=512 | |||
| Scale scale5b_branch2b 1 1 res5b_branch2b_bn5b_branch2b res5b_branch2b_scale5b_branch2b 0=512 1=1 | |||
| Eltwise res5b 2 1 res5a_res5a_relu_splitncnn_0 res5b_branch2b_scale5b_branch2b res5b 0=1 -23301=0 | |||
| ReLU res5b_relu 1 1 res5b res5b_res5b_relu | |||
| Pooling pool5 1 1 res5b_res5b_relu pool5 0=1 1=7 2=1 3=0 4=0 | |||
| InnerProduct fc1000 1 1 pool5 fc1000 0=1000 1=1 2=512000 | |||
| Softmax prob 1 1 fc1000 prob 0=0 | |||
| 50 58 | |||
| Input data 0 1 data 0=3 1=224 2=224 | |||
| Convolution conv1 1 1 data conv1_conv1_relu 0=64 1=7 3=2 4=3 5=1 6=9408 9=1 | |||
| Pooling pool1 1 1 conv1_conv1_relu pool1 1=3 2=2 | |||
| Split splitncnn_0 1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1 | |||
| Convolution res2a_branch1 1 1 pool1_splitncnn_1 res2a_branch1_scale2a_branch1 0=64 1=1 5=1 6=4096 | |||
| Convolution res2a_branch2a 1 1 pool1_splitncnn_0 res2a_branch2a_res2a_branch2a_relu 0=64 1=3 4=1 5=1 6=36864 9=1 | |||
| Convolution res2a_branch2b 1 1 res2a_branch2a_res2a_branch2a_relu res2a_branch2b_scale2a_branch2b 0=64 1=3 4=1 5=1 6=36864 | |||
| Eltwise res2a 2 1 res2a_branch1_scale2a_branch1 res2a_branch2b_scale2a_branch2b res2a 0=1 | |||
| ReLU res2a_relu 1 1 res2a res2a_res2a_relu | |||
| Split splitncnn_1 1 2 res2a_res2a_relu res2a_res2a_relu_splitncnn_0 res2a_res2a_relu_splitncnn_1 | |||
| Convolution res2b_branch2a 1 1 res2a_res2a_relu_splitncnn_1 res2b_branch2a_res2b_branch2a_relu 0=64 1=3 4=1 5=1 6=36864 9=1 | |||
| Convolution res2b_branch2b 1 1 res2b_branch2a_res2b_branch2a_relu res2b_branch2b_scale2b_branch2b 0=64 1=3 4=1 5=1 6=36864 | |||
| Eltwise res2b 2 1 res2a_res2a_relu_splitncnn_0 res2b_branch2b_scale2b_branch2b res2b 0=1 | |||
| ReLU res2b_relu 1 1 res2b res2b_res2b_relu | |||
| Split splitncnn_2 1 2 res2b_res2b_relu res2b_res2b_relu_splitncnn_0 res2b_res2b_relu_splitncnn_1 | |||
| Convolution res3a_branch1 1 1 res2b_res2b_relu_splitncnn_1 res3a_branch1_scale3a_branch1 0=128 1=1 3=2 5=1 6=8192 | |||
| Convolution res3a_branch2a 1 1 res2b_res2b_relu_splitncnn_0 res3a_branch2a_res3a_branch2a_relu 0=128 1=3 3=2 4=1 5=1 6=73728 9=1 | |||
| Convolution res3a_branch2b 1 1 res3a_branch2a_res3a_branch2a_relu res3a_branch2b_scale3a_branch2b 0=128 1=3 4=1 5=1 6=147456 | |||
| Eltwise res3a 2 1 res3a_branch1_scale3a_branch1 res3a_branch2b_scale3a_branch2b res3a 0=1 | |||
| ReLU res3a_relu 1 1 res3a res3a_res3a_relu | |||
| Split splitncnn_3 1 2 res3a_res3a_relu res3a_res3a_relu_splitncnn_0 res3a_res3a_relu_splitncnn_1 | |||
| Convolution res3b_branch2a 1 1 res3a_res3a_relu_splitncnn_1 res3b_branch2a_res3b_branch2a_relu 0=128 1=3 4=1 5=1 6=147456 9=1 | |||
| Convolution res3b_branch2b 1 1 res3b_branch2a_res3b_branch2a_relu res3b_branch2b_scale3b_branch2b 0=128 1=3 4=1 5=1 6=147456 | |||
| Eltwise res3b 2 1 res3a_res3a_relu_splitncnn_0 res3b_branch2b_scale3b_branch2b res3b 0=1 | |||
| ReLU res3b_relu 1 1 res3b res3b_res3b_relu | |||
| Split splitncnn_4 1 2 res3b_res3b_relu res3b_res3b_relu_splitncnn_0 res3b_res3b_relu_splitncnn_1 | |||
| Convolution res4a_branch1 1 1 res3b_res3b_relu_splitncnn_1 res4a_branch1_scale4a_branch1 0=256 1=1 3=2 5=1 6=32768 | |||
| Convolution res4a_branch2a 1 1 res3b_res3b_relu_splitncnn_0 res4a_branch2a_res4a_branch2a_relu 0=256 1=3 3=2 4=1 5=1 6=294912 9=1 | |||
| Convolution res4a_branch2b 1 1 res4a_branch2a_res4a_branch2a_relu res4a_branch2b_scale4a_branch2b 0=256 1=3 4=1 5=1 6=589824 | |||
| Eltwise res4a 2 1 res4a_branch1_scale4a_branch1 res4a_branch2b_scale4a_branch2b res4a 0=1 | |||
| ReLU res4a_relu 1 1 res4a res4a_res4a_relu | |||
| Split splitncnn_5 1 2 res4a_res4a_relu res4a_res4a_relu_splitncnn_0 res4a_res4a_relu_splitncnn_1 | |||
| Convolution res4b_branch2a 1 1 res4a_res4a_relu_splitncnn_1 res4b_branch2a_res4b_branch2a_relu 0=256 1=3 4=1 5=1 6=589824 9=1 | |||
| Convolution res4b_branch2b 1 1 res4b_branch2a_res4b_branch2a_relu res4b_branch2b_scale4b_branch2b 0=256 1=3 4=1 5=1 6=589824 | |||
| Eltwise res4b 2 1 res4a_res4a_relu_splitncnn_0 res4b_branch2b_scale4b_branch2b res4b 0=1 | |||
| ReLU res4b_relu 1 1 res4b res4b_res4b_relu | |||
| Split splitncnn_6 1 2 res4b_res4b_relu res4b_res4b_relu_splitncnn_0 res4b_res4b_relu_splitncnn_1 | |||
| Convolution res5a_branch1 1 1 res4b_res4b_relu_splitncnn_1 res5a_branch1_scale5a_branch1 0=512 1=1 3=2 5=1 6=131072 | |||
| Convolution res5a_branch2a 1 1 res4b_res4b_relu_splitncnn_0 res5a_branch2a_res5a_branch2a_relu 0=512 1=3 3=2 4=1 5=1 6=1179648 9=1 | |||
| Convolution res5a_branch2b 1 1 res5a_branch2a_res5a_branch2a_relu res5a_branch2b_scale5a_branch2b 0=512 1=3 4=1 5=1 6=2359296 | |||
| Eltwise res5a 2 1 res5a_branch1_scale5a_branch1 res5a_branch2b_scale5a_branch2b res5a 0=1 | |||
| ReLU res5a_relu 1 1 res5a res5a_res5a_relu | |||
| Split splitncnn_7 1 2 res5a_res5a_relu res5a_res5a_relu_splitncnn_0 res5a_res5a_relu_splitncnn_1 | |||
| Convolution res5b_branch2a 1 1 res5a_res5a_relu_splitncnn_1 res5b_branch2a_res5b_branch2a_relu 0=512 1=3 4=1 5=1 6=2359296 9=1 | |||
| Convolution res5b_branch2b 1 1 res5b_branch2a_res5b_branch2a_relu res5b_branch2b_scale5b_branch2b 0=512 1=3 4=1 5=1 6=2359296 | |||
| Eltwise res5b 2 1 res5a_res5a_relu_splitncnn_0 res5b_branch2b_scale5b_branch2b res5b 0=1 | |||
| ReLU res5b_relu 1 1 res5b res5b_res5b_relu | |||
| Pooling pool5 1 1 res5b_res5b_relu pool5 0=1 1=7 | |||
| InnerProduct fc1000 1 1 pool5 fc1000 0=1000 1=1 2=512000 | |||
| Softmax prob 1 1 fc1000 prob | |||
+ 107
- 246
benchmark/resnet50.param
View File
| @@ -1,247 +1,108 @@ | |||
| 7767517 | |||
| 245 261 | |||
| Input data 0 1 data 0=224 1=224 2=3 | |||
| Convolution conv1 1 1 data conv1 0=64 1=7 2=1 3=2 4=3 5=1 6=9408 | |||
| BatchNorm bn_conv1 1 1 conv1 conv1_bn_conv1 0=64 | |||
| Scale scale_conv1 1 1 conv1_bn_conv1 conv1_scale_conv1 0=64 1=1 | |||
| ReLU conv1_relu 1 1 conv1_scale_conv1 conv1_conv1_relu | |||
| Pooling pool1 1 1 conv1_conv1_relu pool1 0=0 1=3 2=2 3=0 4=0 | |||
| Split splitncnn_0 1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1 | |||
| Convolution res2a_branch1 1 1 pool1_splitncnn_1 res2a_branch1 0=256 1=1 2=1 3=1 4=0 5=0 6=16384 | |||
| BatchNorm bn2a_branch1 1 1 res2a_branch1 res2a_branch1_bn2a_branch1 0=256 | |||
| Scale scale2a_branch1 1 1 res2a_branch1_bn2a_branch1 res2a_branch1_scale2a_branch1 0=256 1=1 | |||
| Convolution res2a_branch2a 1 1 pool1_splitncnn_0 res2a_branch2a 0=64 1=1 2=1 3=1 4=0 5=0 6=4096 | |||
| BatchNorm bn2a_branch2a 1 1 res2a_branch2a res2a_branch2a_bn2a_branch2a 0=64 | |||
| Scale scale2a_branch2a 1 1 res2a_branch2a_bn2a_branch2a res2a_branch2a_scale2a_branch2a 0=64 1=1 | |||
| ReLU res2a_branch2a_relu 1 1 res2a_branch2a_scale2a_branch2a res2a_branch2a_res2a_branch2a_relu | |||
| Convolution res2a_branch2b 1 1 res2a_branch2a_res2a_branch2a_relu res2a_branch2b 0=64 1=3 2=1 3=1 4=1 5=0 6=36864 | |||
| BatchNorm bn2a_branch2b 1 1 res2a_branch2b res2a_branch2b_bn2a_branch2b 0=64 | |||
| Scale scale2a_branch2b 1 1 res2a_branch2b_bn2a_branch2b res2a_branch2b_scale2a_branch2b 0=64 1=1 | |||
| ReLU res2a_branch2b_relu 1 1 res2a_branch2b_scale2a_branch2b res2a_branch2b_res2a_branch2b_relu | |||
| Convolution res2a_branch2c 1 1 res2a_branch2b_res2a_branch2b_relu res2a_branch2c 0=256 1=1 2=1 3=1 4=0 5=0 6=16384 | |||
| BatchNorm bn2a_branch2c 1 1 res2a_branch2c res2a_branch2c_bn2a_branch2c 0=256 | |||
| Scale scale2a_branch2c 1 1 res2a_branch2c_bn2a_branch2c res2a_branch2c_scale2a_branch2c 0=256 1=1 | |||
| Eltwise res2a 2 1 res2a_branch1_scale2a_branch1 res2a_branch2c_scale2a_branch2c res2a 0=1 -23301=0 | |||
| ReLU res2a_relu 1 1 res2a res2a_res2a_relu | |||
| Split splitncnn_1 1 2 res2a_res2a_relu res2a_res2a_relu_splitncnn_0 res2a_res2a_relu_splitncnn_1 | |||
| Convolution res2b_branch2a 1 1 res2a_res2a_relu_splitncnn_1 res2b_branch2a 0=64 1=1 2=1 3=1 4=0 5=0 6=16384 | |||
| BatchNorm bn2b_branch2a 1 1 res2b_branch2a res2b_branch2a_bn2b_branch2a 0=64 | |||
| Scale scale2b_branch2a 1 1 res2b_branch2a_bn2b_branch2a res2b_branch2a_scale2b_branch2a 0=64 1=1 | |||
| ReLU res2b_branch2a_relu 1 1 res2b_branch2a_scale2b_branch2a res2b_branch2a_res2b_branch2a_relu | |||
| Convolution res2b_branch2b 1 1 res2b_branch2a_res2b_branch2a_relu res2b_branch2b 0=64 1=3 2=1 3=1 4=1 5=0 6=36864 | |||
| BatchNorm bn2b_branch2b 1 1 res2b_branch2b res2b_branch2b_bn2b_branch2b 0=64 | |||
| Scale scale2b_branch2b 1 1 res2b_branch2b_bn2b_branch2b res2b_branch2b_scale2b_branch2b 0=64 1=1 | |||
| ReLU res2b_branch2b_relu 1 1 res2b_branch2b_scale2b_branch2b res2b_branch2b_res2b_branch2b_relu | |||
| Convolution res2b_branch2c 1 1 res2b_branch2b_res2b_branch2b_relu res2b_branch2c 0=256 1=1 2=1 3=1 4=0 5=0 6=16384 | |||
| BatchNorm bn2b_branch2c 1 1 res2b_branch2c res2b_branch2c_bn2b_branch2c 0=256 | |||
| Scale scale2b_branch2c 1 1 res2b_branch2c_bn2b_branch2c res2b_branch2c_scale2b_branch2c 0=256 1=1 | |||
| Eltwise res2b 2 1 res2a_res2a_relu_splitncnn_0 res2b_branch2c_scale2b_branch2c res2b 0=1 -23301=0 | |||
| ReLU res2b_relu 1 1 res2b res2b_res2b_relu | |||
| Split splitncnn_2 1 2 res2b_res2b_relu res2b_res2b_relu_splitncnn_0 res2b_res2b_relu_splitncnn_1 | |||
| Convolution res2c_branch2a 1 1 res2b_res2b_relu_splitncnn_1 res2c_branch2a 0=64 1=1 2=1 3=1 4=0 5=0 6=16384 | |||
| BatchNorm bn2c_branch2a 1 1 res2c_branch2a res2c_branch2a_bn2c_branch2a 0=64 | |||
| Scale scale2c_branch2a 1 1 res2c_branch2a_bn2c_branch2a res2c_branch2a_scale2c_branch2a 0=64 1=1 | |||
| ReLU res2c_branch2a_relu 1 1 res2c_branch2a_scale2c_branch2a res2c_branch2a_res2c_branch2a_relu | |||
| Convolution res2c_branch2b 1 1 res2c_branch2a_res2c_branch2a_relu res2c_branch2b 0=64 1=3 2=1 3=1 4=1 5=0 6=36864 | |||
| BatchNorm bn2c_branch2b 1 1 res2c_branch2b res2c_branch2b_bn2c_branch2b 0=64 | |||
| Scale scale2c_branch2b 1 1 res2c_branch2b_bn2c_branch2b res2c_branch2b_scale2c_branch2b 0=64 1=1 | |||
| ReLU res2c_branch2b_relu 1 1 res2c_branch2b_scale2c_branch2b res2c_branch2b_res2c_branch2b_relu | |||
| Convolution res2c_branch2c 1 1 res2c_branch2b_res2c_branch2b_relu res2c_branch2c 0=256 1=1 2=1 3=1 4=0 5=0 6=16384 | |||
| BatchNorm bn2c_branch2c 1 1 res2c_branch2c res2c_branch2c_bn2c_branch2c 0=256 | |||
| Scale scale2c_branch2c 1 1 res2c_branch2c_bn2c_branch2c res2c_branch2c_scale2c_branch2c 0=256 1=1 | |||
| Eltwise res2c 2 1 res2b_res2b_relu_splitncnn_0 res2c_branch2c_scale2c_branch2c res2c 0=1 -23301=0 | |||
| ReLU res2c_relu 1 1 res2c res2c_res2c_relu | |||
| Split splitncnn_3 1 2 res2c_res2c_relu res2c_res2c_relu_splitncnn_0 res2c_res2c_relu_splitncnn_1 | |||
| Convolution res3a_branch1 1 1 res2c_res2c_relu_splitncnn_1 res3a_branch1 0=512 1=1 2=1 3=2 4=0 5=0 6=131072 | |||
| BatchNorm bn3a_branch1 1 1 res3a_branch1 res3a_branch1_bn3a_branch1 0=512 | |||
| Scale scale3a_branch1 1 1 res3a_branch1_bn3a_branch1 res3a_branch1_scale3a_branch1 0=512 1=1 | |||
| Convolution res3a_branch2a 1 1 res2c_res2c_relu_splitncnn_0 res3a_branch2a 0=128 1=1 2=1 3=2 4=0 5=0 6=32768 | |||
| BatchNorm bn3a_branch2a 1 1 res3a_branch2a res3a_branch2a_bn3a_branch2a 0=128 | |||
| Scale scale3a_branch2a 1 1 res3a_branch2a_bn3a_branch2a res3a_branch2a_scale3a_branch2a 0=128 1=1 | |||
| ReLU res3a_branch2a_relu 1 1 res3a_branch2a_scale3a_branch2a res3a_branch2a_res3a_branch2a_relu | |||
| Convolution res3a_branch2b 1 1 res3a_branch2a_res3a_branch2a_relu res3a_branch2b 0=128 1=3 2=1 3=1 4=1 5=0 6=147456 | |||
| BatchNorm bn3a_branch2b 1 1 res3a_branch2b res3a_branch2b_bn3a_branch2b 0=128 | |||
| Scale scale3a_branch2b 1 1 res3a_branch2b_bn3a_branch2b res3a_branch2b_scale3a_branch2b 0=128 1=1 | |||
| ReLU res3a_branch2b_relu 1 1 res3a_branch2b_scale3a_branch2b res3a_branch2b_res3a_branch2b_relu | |||
| Convolution res3a_branch2c 1 1 res3a_branch2b_res3a_branch2b_relu res3a_branch2c 0=512 1=1 2=1 3=1 4=0 5=0 6=65536 | |||
| BatchNorm bn3a_branch2c 1 1 res3a_branch2c res3a_branch2c_bn3a_branch2c 0=512 | |||
| Scale scale3a_branch2c 1 1 res3a_branch2c_bn3a_branch2c res3a_branch2c_scale3a_branch2c 0=512 1=1 | |||
| Eltwise res3a 2 1 res3a_branch1_scale3a_branch1 res3a_branch2c_scale3a_branch2c res3a 0=1 -23301=0 | |||
| ReLU res3a_relu 1 1 res3a res3a_res3a_relu | |||
| Split splitncnn_4 1 2 res3a_res3a_relu res3a_res3a_relu_splitncnn_0 res3a_res3a_relu_splitncnn_1 | |||
| Convolution res3b_branch2a 1 1 res3a_res3a_relu_splitncnn_1 res3b_branch2a 0=128 1=1 2=1 3=1 4=0 5=0 6=65536 | |||
| BatchNorm bn3b_branch2a 1 1 res3b_branch2a res3b_branch2a_bn3b_branch2a 0=128 | |||
| Scale scale3b_branch2a 1 1 res3b_branch2a_bn3b_branch2a res3b_branch2a_scale3b_branch2a 0=128 1=1 | |||
| ReLU res3b_branch2a_relu 1 1 res3b_branch2a_scale3b_branch2a res3b_branch2a_res3b_branch2a_relu | |||
| Convolution res3b_branch2b 1 1 res3b_branch2a_res3b_branch2a_relu res3b_branch2b 0=128 1=3 2=1 3=1 4=1 5=0 6=147456 | |||
| BatchNorm bn3b_branch2b 1 1 res3b_branch2b res3b_branch2b_bn3b_branch2b 0=128 | |||
| Scale scale3b_branch2b 1 1 res3b_branch2b_bn3b_branch2b res3b_branch2b_scale3b_branch2b 0=128 1=1 | |||
| ReLU res3b_branch2b_relu 1 1 res3b_branch2b_scale3b_branch2b res3b_branch2b_res3b_branch2b_relu | |||
| Convolution res3b_branch2c 1 1 res3b_branch2b_res3b_branch2b_relu res3b_branch2c 0=512 1=1 2=1 3=1 4=0 5=0 6=65536 | |||
| BatchNorm bn3b_branch2c 1 1 res3b_branch2c res3b_branch2c_bn3b_branch2c 0=512 | |||
| Scale scale3b_branch2c 1 1 res3b_branch2c_bn3b_branch2c res3b_branch2c_scale3b_branch2c 0=512 1=1 | |||
| Eltwise res3b 2 1 res3a_res3a_relu_splitncnn_0 res3b_branch2c_scale3b_branch2c res3b 0=1 -23301=0 | |||
| ReLU res3b_relu 1 1 res3b res3b_res3b_relu | |||
| Split splitncnn_5 1 2 res3b_res3b_relu res3b_res3b_relu_splitncnn_0 res3b_res3b_relu_splitncnn_1 | |||
| Convolution res3c_branch2a 1 1 res3b_res3b_relu_splitncnn_1 res3c_branch2a 0=128 1=1 2=1 3=1 4=0 5=0 6=65536 | |||
| BatchNorm bn3c_branch2a 1 1 res3c_branch2a res3c_branch2a_bn3c_branch2a 0=128 | |||
| Scale scale3c_branch2a 1 1 res3c_branch2a_bn3c_branch2a res3c_branch2a_scale3c_branch2a 0=128 1=1 | |||
| ReLU res3c_branch2a_relu 1 1 res3c_branch2a_scale3c_branch2a res3c_branch2a_res3c_branch2a_relu | |||
| Convolution res3c_branch2b 1 1 res3c_branch2a_res3c_branch2a_relu res3c_branch2b 0=128 1=3 2=1 3=1 4=1 5=0 6=147456 | |||
| BatchNorm bn3c_branch2b 1 1 res3c_branch2b res3c_branch2b_bn3c_branch2b 0=128 | |||
| Scale scale3c_branch2b 1 1 res3c_branch2b_bn3c_branch2b res3c_branch2b_scale3c_branch2b 0=128 1=1 | |||
| ReLU res3c_branch2b_relu 1 1 res3c_branch2b_scale3c_branch2b res3c_branch2b_res3c_branch2b_relu | |||
| Convolution res3c_branch2c 1 1 res3c_branch2b_res3c_branch2b_relu res3c_branch2c 0=512 1=1 2=1 3=1 4=0 5=0 6=65536 | |||
| BatchNorm bn3c_branch2c 1 1 res3c_branch2c res3c_branch2c_bn3c_branch2c 0=512 | |||
| Scale scale3c_branch2c 1 1 res3c_branch2c_bn3c_branch2c res3c_branch2c_scale3c_branch2c 0=512 1=1 | |||
| Eltwise res3c 2 1 res3b_res3b_relu_splitncnn_0 res3c_branch2c_scale3c_branch2c res3c 0=1 -23301=0 | |||
| ReLU res3c_relu 1 1 res3c res3c_res3c_relu | |||
| Split splitncnn_6 1 2 res3c_res3c_relu res3c_res3c_relu_splitncnn_0 res3c_res3c_relu_splitncnn_1 | |||
| Convolution res3d_branch2a 1 1 res3c_res3c_relu_splitncnn_1 res3d_branch2a 0=128 1=1 2=1 3=1 4=0 5=0 6=65536 | |||
| BatchNorm bn3d_branch2a 1 1 res3d_branch2a res3d_branch2a_bn3d_branch2a 0=128 | |||
| Scale scale3d_branch2a 1 1 res3d_branch2a_bn3d_branch2a res3d_branch2a_scale3d_branch2a 0=128 1=1 | |||
| ReLU res3d_branch2a_relu 1 1 res3d_branch2a_scale3d_branch2a res3d_branch2a_res3d_branch2a_relu | |||
| Convolution res3d_branch2b 1 1 res3d_branch2a_res3d_branch2a_relu res3d_branch2b 0=128 1=3 2=1 3=1 4=1 5=0 6=147456 | |||
| BatchNorm bn3d_branch2b 1 1 res3d_branch2b res3d_branch2b_bn3d_branch2b 0=128 | |||
| Scale scale3d_branch2b 1 1 res3d_branch2b_bn3d_branch2b res3d_branch2b_scale3d_branch2b 0=128 1=1 | |||
| ReLU res3d_branch2b_relu 1 1 res3d_branch2b_scale3d_branch2b res3d_branch2b_res3d_branch2b_relu | |||
| Convolution res3d_branch2c 1 1 res3d_branch2b_res3d_branch2b_relu res3d_branch2c 0=512 1=1 2=1 3=1 4=0 5=0 6=65536 | |||
| BatchNorm bn3d_branch2c 1 1 res3d_branch2c res3d_branch2c_bn3d_branch2c 0=512 | |||
| Scale scale3d_branch2c 1 1 res3d_branch2c_bn3d_branch2c res3d_branch2c_scale3d_branch2c 0=512 1=1 | |||
| Eltwise res3d 2 1 res3c_res3c_relu_splitncnn_0 res3d_branch2c_scale3d_branch2c res3d 0=1 -23301=0 | |||
| ReLU res3d_relu 1 1 res3d res3d_res3d_relu | |||
| Split splitncnn_7 1 2 res3d_res3d_relu res3d_res3d_relu_splitncnn_0 res3d_res3d_relu_splitncnn_1 | |||
| Convolution res4a_branch1 1 1 res3d_res3d_relu_splitncnn_1 res4a_branch1 0=1024 1=1 2=1 3=2 4=0 5=0 6=524288 | |||
| BatchNorm bn4a_branch1 1 1 res4a_branch1 res4a_branch1_bn4a_branch1 0=1024 | |||
| Scale scale4a_branch1 1 1 res4a_branch1_bn4a_branch1 res4a_branch1_scale4a_branch1 0=1024 1=1 | |||
| Convolution res4a_branch2a 1 1 res3d_res3d_relu_splitncnn_0 res4a_branch2a 0=256 1=1 2=1 3=2 4=0 5=0 6=131072 | |||
| BatchNorm bn4a_branch2a 1 1 res4a_branch2a res4a_branch2a_bn4a_branch2a 0=256 | |||
| Scale scale4a_branch2a 1 1 res4a_branch2a_bn4a_branch2a res4a_branch2a_scale4a_branch2a 0=256 1=1 | |||
| ReLU res4a_branch2a_relu 1 1 res4a_branch2a_scale4a_branch2a res4a_branch2a_res4a_branch2a_relu | |||
| Convolution res4a_branch2b 1 1 res4a_branch2a_res4a_branch2a_relu res4a_branch2b 0=256 1=3 2=1 3=1 4=1 5=0 6=589824 | |||
| BatchNorm bn4a_branch2b 1 1 res4a_branch2b res4a_branch2b_bn4a_branch2b 0=256 | |||
| Scale scale4a_branch2b 1 1 res4a_branch2b_bn4a_branch2b res4a_branch2b_scale4a_branch2b 0=256 1=1 | |||
| ReLU res4a_branch2b_relu 1 1 res4a_branch2b_scale4a_branch2b res4a_branch2b_res4a_branch2b_relu | |||
| Convolution res4a_branch2c 1 1 res4a_branch2b_res4a_branch2b_relu res4a_branch2c 0=1024 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm bn4a_branch2c 1 1 res4a_branch2c res4a_branch2c_bn4a_branch2c 0=1024 | |||
| Scale scale4a_branch2c 1 1 res4a_branch2c_bn4a_branch2c res4a_branch2c_scale4a_branch2c 0=1024 1=1 | |||
| Eltwise res4a 2 1 res4a_branch1_scale4a_branch1 res4a_branch2c_scale4a_branch2c res4a 0=1 -23301=0 | |||
| ReLU res4a_relu 1 1 res4a res4a_res4a_relu | |||
| Split splitncnn_8 1 2 res4a_res4a_relu res4a_res4a_relu_splitncnn_0 res4a_res4a_relu_splitncnn_1 | |||
| Convolution res4b_branch2a 1 1 res4a_res4a_relu_splitncnn_1 res4b_branch2a 0=256 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm bn4b_branch2a 1 1 res4b_branch2a res4b_branch2a_bn4b_branch2a 0=256 | |||
| Scale scale4b_branch2a 1 1 res4b_branch2a_bn4b_branch2a res4b_branch2a_scale4b_branch2a 0=256 1=1 | |||
| ReLU res4b_branch2a_relu 1 1 res4b_branch2a_scale4b_branch2a res4b_branch2a_res4b_branch2a_relu | |||
| Convolution res4b_branch2b 1 1 res4b_branch2a_res4b_branch2a_relu res4b_branch2b 0=256 1=3 2=1 3=1 4=1 5=0 6=589824 | |||
| BatchNorm bn4b_branch2b 1 1 res4b_branch2b res4b_branch2b_bn4b_branch2b 0=256 | |||
| Scale scale4b_branch2b 1 1 res4b_branch2b_bn4b_branch2b res4b_branch2b_scale4b_branch2b 0=256 1=1 | |||
| ReLU res4b_branch2b_relu 1 1 res4b_branch2b_scale4b_branch2b res4b_branch2b_res4b_branch2b_relu | |||
| Convolution res4b_branch2c 1 1 res4b_branch2b_res4b_branch2b_relu res4b_branch2c 0=1024 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm bn4b_branch2c 1 1 res4b_branch2c res4b_branch2c_bn4b_branch2c 0=1024 | |||
| Scale scale4b_branch2c 1 1 res4b_branch2c_bn4b_branch2c res4b_branch2c_scale4b_branch2c 0=1024 1=1 | |||
| Eltwise res4b 2 1 res4a_res4a_relu_splitncnn_0 res4b_branch2c_scale4b_branch2c res4b 0=1 -23301=0 | |||
| ReLU res4b_relu 1 1 res4b res4b_res4b_relu | |||
| Split splitncnn_9 1 2 res4b_res4b_relu res4b_res4b_relu_splitncnn_0 res4b_res4b_relu_splitncnn_1 | |||
| Convolution res4c_branch2a 1 1 res4b_res4b_relu_splitncnn_1 res4c_branch2a 0=256 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm bn4c_branch2a 1 1 res4c_branch2a res4c_branch2a_bn4c_branch2a 0=256 | |||
| Scale scale4c_branch2a 1 1 res4c_branch2a_bn4c_branch2a res4c_branch2a_scale4c_branch2a 0=256 1=1 | |||
| ReLU res4c_branch2a_relu 1 1 res4c_branch2a_scale4c_branch2a res4c_branch2a_res4c_branch2a_relu | |||
| Convolution res4c_branch2b 1 1 res4c_branch2a_res4c_branch2a_relu res4c_branch2b 0=256 1=3 2=1 3=1 4=1 5=0 6=589824 | |||
| BatchNorm bn4c_branch2b 1 1 res4c_branch2b res4c_branch2b_bn4c_branch2b 0=256 | |||
| Scale scale4c_branch2b 1 1 res4c_branch2b_bn4c_branch2b res4c_branch2b_scale4c_branch2b 0=256 1=1 | |||
| ReLU res4c_branch2b_relu 1 1 res4c_branch2b_scale4c_branch2b res4c_branch2b_res4c_branch2b_relu | |||
| Convolution res4c_branch2c 1 1 res4c_branch2b_res4c_branch2b_relu res4c_branch2c 0=1024 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm bn4c_branch2c 1 1 res4c_branch2c res4c_branch2c_bn4c_branch2c 0=1024 | |||
| Scale scale4c_branch2c 1 1 res4c_branch2c_bn4c_branch2c res4c_branch2c_scale4c_branch2c 0=1024 1=1 | |||
| Eltwise res4c 2 1 res4b_res4b_relu_splitncnn_0 res4c_branch2c_scale4c_branch2c res4c 0=1 -23301=0 | |||
| ReLU res4c_relu 1 1 res4c res4c_res4c_relu | |||
| Split splitncnn_10 1 2 res4c_res4c_relu res4c_res4c_relu_splitncnn_0 res4c_res4c_relu_splitncnn_1 | |||
| Convolution res4d_branch2a 1 1 res4c_res4c_relu_splitncnn_1 res4d_branch2a 0=256 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm bn4d_branch2a 1 1 res4d_branch2a res4d_branch2a_bn4d_branch2a 0=256 | |||
| Scale scale4d_branch2a 1 1 res4d_branch2a_bn4d_branch2a res4d_branch2a_scale4d_branch2a 0=256 1=1 | |||
| ReLU res4d_branch2a_relu 1 1 res4d_branch2a_scale4d_branch2a res4d_branch2a_res4d_branch2a_relu | |||
| Convolution res4d_branch2b 1 1 res4d_branch2a_res4d_branch2a_relu res4d_branch2b 0=256 1=3 2=1 3=1 4=1 5=0 6=589824 | |||
| BatchNorm bn4d_branch2b 1 1 res4d_branch2b res4d_branch2b_bn4d_branch2b 0=256 | |||
| Scale scale4d_branch2b 1 1 res4d_branch2b_bn4d_branch2b res4d_branch2b_scale4d_branch2b 0=256 1=1 | |||
| ReLU res4d_branch2b_relu 1 1 res4d_branch2b_scale4d_branch2b res4d_branch2b_res4d_branch2b_relu | |||
| Convolution res4d_branch2c 1 1 res4d_branch2b_res4d_branch2b_relu res4d_branch2c 0=1024 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm bn4d_branch2c 1 1 res4d_branch2c res4d_branch2c_bn4d_branch2c 0=1024 | |||
| Scale scale4d_branch2c 1 1 res4d_branch2c_bn4d_branch2c res4d_branch2c_scale4d_branch2c 0=1024 1=1 | |||
| Eltwise res4d 2 1 res4c_res4c_relu_splitncnn_0 res4d_branch2c_scale4d_branch2c res4d 0=1 -23301=0 | |||
| ReLU res4d_relu 1 1 res4d res4d_res4d_relu | |||
| Split splitncnn_11 1 2 res4d_res4d_relu res4d_res4d_relu_splitncnn_0 res4d_res4d_relu_splitncnn_1 | |||
| Convolution res4e_branch2a 1 1 res4d_res4d_relu_splitncnn_1 res4e_branch2a 0=256 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm bn4e_branch2a 1 1 res4e_branch2a res4e_branch2a_bn4e_branch2a 0=256 | |||
| Scale scale4e_branch2a 1 1 res4e_branch2a_bn4e_branch2a res4e_branch2a_scale4e_branch2a 0=256 1=1 | |||
| ReLU res4e_branch2a_relu 1 1 res4e_branch2a_scale4e_branch2a res4e_branch2a_res4e_branch2a_relu | |||
| Convolution res4e_branch2b 1 1 res4e_branch2a_res4e_branch2a_relu res4e_branch2b 0=256 1=3 2=1 3=1 4=1 5=0 6=589824 | |||
| BatchNorm bn4e_branch2b 1 1 res4e_branch2b res4e_branch2b_bn4e_branch2b 0=256 | |||
| Scale scale4e_branch2b 1 1 res4e_branch2b_bn4e_branch2b res4e_branch2b_scale4e_branch2b 0=256 1=1 | |||
| ReLU res4e_branch2b_relu 1 1 res4e_branch2b_scale4e_branch2b res4e_branch2b_res4e_branch2b_relu | |||
| Convolution res4e_branch2c 1 1 res4e_branch2b_res4e_branch2b_relu res4e_branch2c 0=1024 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm bn4e_branch2c 1 1 res4e_branch2c res4e_branch2c_bn4e_branch2c 0=1024 | |||
| Scale scale4e_branch2c 1 1 res4e_branch2c_bn4e_branch2c res4e_branch2c_scale4e_branch2c 0=1024 1=1 | |||
| Eltwise res4e 2 1 res4d_res4d_relu_splitncnn_0 res4e_branch2c_scale4e_branch2c res4e 0=1 -23301=0 | |||
| ReLU res4e_relu 1 1 res4e res4e_res4e_relu | |||
| Split splitncnn_12 1 2 res4e_res4e_relu res4e_res4e_relu_splitncnn_0 res4e_res4e_relu_splitncnn_1 | |||
| Convolution res4f_branch2a 1 1 res4e_res4e_relu_splitncnn_1 res4f_branch2a 0=256 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm bn4f_branch2a 1 1 res4f_branch2a res4f_branch2a_bn4f_branch2a 0=256 | |||
| Scale scale4f_branch2a 1 1 res4f_branch2a_bn4f_branch2a res4f_branch2a_scale4f_branch2a 0=256 1=1 | |||
| ReLU res4f_branch2a_relu 1 1 res4f_branch2a_scale4f_branch2a res4f_branch2a_res4f_branch2a_relu | |||
| Convolution res4f_branch2b 1 1 res4f_branch2a_res4f_branch2a_relu res4f_branch2b 0=256 1=3 2=1 3=1 4=1 5=0 6=589824 | |||
| BatchNorm bn4f_branch2b 1 1 res4f_branch2b res4f_branch2b_bn4f_branch2b 0=256 | |||
| Scale scale4f_branch2b 1 1 res4f_branch2b_bn4f_branch2b res4f_branch2b_scale4f_branch2b 0=256 1=1 | |||
| ReLU res4f_branch2b_relu 1 1 res4f_branch2b_scale4f_branch2b res4f_branch2b_res4f_branch2b_relu | |||
| Convolution res4f_branch2c 1 1 res4f_branch2b_res4f_branch2b_relu res4f_branch2c 0=1024 1=1 2=1 3=1 4=0 5=0 6=262144 | |||
| BatchNorm bn4f_branch2c 1 1 res4f_branch2c res4f_branch2c_bn4f_branch2c 0=1024 | |||
| Scale scale4f_branch2c 1 1 res4f_branch2c_bn4f_branch2c res4f_branch2c_scale4f_branch2c 0=1024 1=1 | |||
| Eltwise res4f 2 1 res4e_res4e_relu_splitncnn_0 res4f_branch2c_scale4f_branch2c res4f 0=1 -23301=0 | |||
| ReLU res4f_relu 1 1 res4f res4f_res4f_relu | |||
| Split splitncnn_13 1 2 res4f_res4f_relu res4f_res4f_relu_splitncnn_0 res4f_res4f_relu_splitncnn_1 | |||
| Convolution res5a_branch1 1 1 res4f_res4f_relu_splitncnn_1 res5a_branch1 0=2048 1=1 2=1 3=2 4=0 5=0 6=2097152 | |||
| BatchNorm bn5a_branch1 1 1 res5a_branch1 res5a_branch1_bn5a_branch1 0=2048 | |||
| Scale scale5a_branch1 1 1 res5a_branch1_bn5a_branch1 res5a_branch1_scale5a_branch1 0=2048 1=1 | |||
| Convolution res5a_branch2a 1 1 res4f_res4f_relu_splitncnn_0 res5a_branch2a 0=512 1=1 2=1 3=2 4=0 5=0 6=524288 | |||
| BatchNorm bn5a_branch2a 1 1 res5a_branch2a res5a_branch2a_bn5a_branch2a 0=512 | |||
| Scale scale5a_branch2a 1 1 res5a_branch2a_bn5a_branch2a res5a_branch2a_scale5a_branch2a 0=512 1=1 | |||
| ReLU res5a_branch2a_relu 1 1 res5a_branch2a_scale5a_branch2a res5a_branch2a_res5a_branch2a_relu | |||
| Convolution res5a_branch2b 1 1 res5a_branch2a_res5a_branch2a_relu res5a_branch2b 0=512 1=3 2=1 3=1 4=1 5=0 6=2359296 | |||
| BatchNorm bn5a_branch2b 1 1 res5a_branch2b res5a_branch2b_bn5a_branch2b 0=512 | |||
| Scale scale5a_branch2b 1 1 res5a_branch2b_bn5a_branch2b res5a_branch2b_scale5a_branch2b 0=512 1=1 | |||
| ReLU res5a_branch2b_relu 1 1 res5a_branch2b_scale5a_branch2b res5a_branch2b_res5a_branch2b_relu | |||
| Convolution res5a_branch2c 1 1 res5a_branch2b_res5a_branch2b_relu res5a_branch2c 0=2048 1=1 2=1 3=1 4=0 5=0 6=1048576 | |||
| BatchNorm bn5a_branch2c 1 1 res5a_branch2c res5a_branch2c_bn5a_branch2c 0=2048 | |||
| Scale scale5a_branch2c 1 1 res5a_branch2c_bn5a_branch2c res5a_branch2c_scale5a_branch2c 0=2048 1=1 | |||
| Eltwise res5a 2 1 res5a_branch1_scale5a_branch1 res5a_branch2c_scale5a_branch2c res5a 0=1 -23301=0 | |||
| ReLU res5a_relu 1 1 res5a res5a_res5a_relu | |||
| Split splitncnn_14 1 2 res5a_res5a_relu res5a_res5a_relu_splitncnn_0 res5a_res5a_relu_splitncnn_1 | |||
| Convolution res5b_branch2a 1 1 res5a_res5a_relu_splitncnn_1 res5b_branch2a 0=512 1=1 2=1 3=1 4=0 5=0 6=1048576 | |||
| BatchNorm bn5b_branch2a 1 1 res5b_branch2a res5b_branch2a_bn5b_branch2a 0=512 | |||
| Scale scale5b_branch2a 1 1 res5b_branch2a_bn5b_branch2a res5b_branch2a_scale5b_branch2a 0=512 1=1 | |||
| ReLU res5b_branch2a_relu 1 1 res5b_branch2a_scale5b_branch2a res5b_branch2a_res5b_branch2a_relu | |||
| Convolution res5b_branch2b 1 1 res5b_branch2a_res5b_branch2a_relu res5b_branch2b 0=512 1=3 2=1 3=1 4=1 5=0 6=2359296 | |||
| BatchNorm bn5b_branch2b 1 1 res5b_branch2b res5b_branch2b_bn5b_branch2b 0=512 | |||
| Scale scale5b_branch2b 1 1 res5b_branch2b_bn5b_branch2b res5b_branch2b_scale5b_branch2b 0=512 1=1 | |||
| ReLU res5b_branch2b_relu 1 1 res5b_branch2b_scale5b_branch2b res5b_branch2b_res5b_branch2b_relu | |||
| Convolution res5b_branch2c 1 1 res5b_branch2b_res5b_branch2b_relu res5b_branch2c 0=2048 1=1 2=1 3=1 4=0 5=0 6=1048576 | |||
| BatchNorm bn5b_branch2c 1 1 res5b_branch2c res5b_branch2c_bn5b_branch2c 0=2048 | |||
| Scale scale5b_branch2c 1 1 res5b_branch2c_bn5b_branch2c res5b_branch2c_scale5b_branch2c 0=2048 1=1 | |||
| Eltwise res5b 2 1 res5a_res5a_relu_splitncnn_0 res5b_branch2c_scale5b_branch2c res5b 0=1 -23301=0 | |||
| ReLU res5b_relu 1 1 res5b res5b_res5b_relu | |||
| Split splitncnn_15 1 2 res5b_res5b_relu res5b_res5b_relu_splitncnn_0 res5b_res5b_relu_splitncnn_1 | |||
| Convolution res5c_branch2a 1 1 res5b_res5b_relu_splitncnn_1 res5c_branch2a 0=512 1=1 2=1 3=1 4=0 5=0 6=1048576 | |||
| BatchNorm bn5c_branch2a 1 1 res5c_branch2a res5c_branch2a_bn5c_branch2a 0=512 | |||
| Scale scale5c_branch2a 1 1 res5c_branch2a_bn5c_branch2a res5c_branch2a_scale5c_branch2a 0=512 1=1 | |||
| ReLU res5c_branch2a_relu 1 1 res5c_branch2a_scale5c_branch2a res5c_branch2a_res5c_branch2a_relu | |||
| Convolution res5c_branch2b 1 1 res5c_branch2a_res5c_branch2a_relu res5c_branch2b 0=512 1=3 2=1 3=1 4=1 5=0 6=2359296 | |||
| BatchNorm bn5c_branch2b 1 1 res5c_branch2b res5c_branch2b_bn5c_branch2b 0=512 | |||
| Scale scale5c_branch2b 1 1 res5c_branch2b_bn5c_branch2b res5c_branch2b_scale5c_branch2b 0=512 1=1 | |||
| ReLU res5c_branch2b_relu 1 1 res5c_branch2b_scale5c_branch2b res5c_branch2b_res5c_branch2b_relu | |||
| Convolution res5c_branch2c 1 1 res5c_branch2b_res5c_branch2b_relu res5c_branch2c 0=2048 1=1 2=1 3=1 4=0 5=0 6=1048576 | |||
| BatchNorm bn5c_branch2c 1 1 res5c_branch2c res5c_branch2c_bn5c_branch2c 0=2048 | |||
| Scale scale5c_branch2c 1 1 res5c_branch2c_bn5c_branch2c res5c_branch2c_scale5c_branch2c 0=2048 1=1 | |||
| Eltwise res5c 2 1 res5b_res5b_relu_splitncnn_0 res5c_branch2c_scale5c_branch2c res5c 0=1 -23301=0 | |||
| ReLU res5c_relu 1 1 res5c res5c_res5c_relu | |||
| Pooling pool5 1 1 res5c_res5c_relu pool5 0=1 1=7 2=1 3=0 4=0 | |||
| InnerProduct fc1000 1 1 pool5 fc1000 0=1000 1=1 2=2048000 | |||
| Softmax prob 1 1 fc1000 prob 0=0 | |||
| 106 122 | |||
| Input data 0 1 data 0=224 1=224 2=3 | |||
| Convolution conv1 1 1 data conv1_conv1_relu 0=64 1=7 3=2 4=3 5=1 6=9408 9=1 | |||
| Pooling pool1 1 1 conv1_conv1_relu pool1 1=3 2=2 | |||
| Split splitncnn_0 1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1 | |||
| Convolution res2a_branch1 1 1 pool1_splitncnn_1 res2a_branch1_scale2a_branch1 0=256 1=1 5=1 6=16384 | |||
| Convolution res2a_branch2a 1 1 pool1_splitncnn_0 res2a_branch2a_res2a_branch2a_relu 0=64 1=1 5=1 6=4096 9=1 | |||
| Convolution res2a_branch2b 1 1 res2a_branch2a_res2a_branch2a_relu res2a_branch2b_res2a_branch2b_relu 0=64 1=3 4=1 5=1 6=36864 9=1 | |||
| Convolution res2a_branch2c 1 1 res2a_branch2b_res2a_branch2b_relu res2a_branch2c_scale2a_branch2c 0=256 1=1 5=1 6=16384 | |||
| Eltwise res2a 2 1 res2a_branch1_scale2a_branch1 res2a_branch2c_scale2a_branch2c res2a 0=1 | |||
| ReLU res2a_relu 1 1 res2a res2a_res2a_relu | |||
| Split splitncnn_1 1 2 res2a_res2a_relu res2a_res2a_relu_splitncnn_0 res2a_res2a_relu_splitncnn_1 | |||
| Convolution res2b_branch2a 1 1 res2a_res2a_relu_splitncnn_1 res2b_branch2a_res2b_branch2a_relu 0=64 1=1 5=1 6=16384 9=1 | |||
| Convolution res2b_branch2b 1 1 res2b_branch2a_res2b_branch2a_relu res2b_branch2b_res2b_branch2b_relu 0=64 1=3 4=1 5=1 6=36864 9=1 | |||
| Convolution res2b_branch2c 1 1 res2b_branch2b_res2b_branch2b_relu res2b_branch2c_scale2b_branch2c 0=256 1=1 5=1 6=16384 | |||
| Eltwise res2b 2 1 res2a_res2a_relu_splitncnn_0 res2b_branch2c_scale2b_branch2c res2b 0=1 | |||
| ReLU res2b_relu 1 1 res2b res2b_res2b_relu | |||
| Split splitncnn_2 1 2 res2b_res2b_relu res2b_res2b_relu_splitncnn_0 res2b_res2b_relu_splitncnn_1 | |||
| Convolution res2c_branch2a 1 1 res2b_res2b_relu_splitncnn_1 res2c_branch2a_res2c_branch2a_relu 0=64 1=1 5=1 6=16384 9=1 | |||
| Convolution res2c_branch2b 1 1 res2c_branch2a_res2c_branch2a_relu res2c_branch2b_res2c_branch2b_relu 0=64 1=3 4=1 5=1 6=36864 9=1 | |||
| Convolution res2c_branch2c 1 1 res2c_branch2b_res2c_branch2b_relu res2c_branch2c_scale2c_branch2c 0=256 1=1 5=1 6=16384 | |||
| Eltwise res2c 2 1 res2b_res2b_relu_splitncnn_0 res2c_branch2c_scale2c_branch2c res2c 0=1 | |||
| ReLU res2c_relu 1 1 res2c res2c_res2c_relu | |||
| Split splitncnn_3 1 2 res2c_res2c_relu res2c_res2c_relu_splitncnn_0 res2c_res2c_relu_splitncnn_1 | |||
| Convolution res3a_branch1 1 1 res2c_res2c_relu_splitncnn_1 res3a_branch1_scale3a_branch1 0=512 1=1 3=2 5=1 6=131072 | |||
| Convolution res3a_branch2a 1 1 res2c_res2c_relu_splitncnn_0 res3a_branch2a_res3a_branch2a_relu 0=128 1=1 3=2 5=1 6=32768 9=1 | |||
| Convolution res3a_branch2b 1 1 res3a_branch2a_res3a_branch2a_relu res3a_branch2b_res3a_branch2b_relu 0=128 1=3 4=1 5=1 6=147456 9=1 | |||
| Convolution res3a_branch2c 1 1 res3a_branch2b_res3a_branch2b_relu res3a_branch2c_scale3a_branch2c 0=512 1=1 5=1 6=65536 | |||
| Eltwise res3a 2 1 res3a_branch1_scale3a_branch1 res3a_branch2c_scale3a_branch2c res3a 0=1 | |||
| ReLU res3a_relu 1 1 res3a res3a_res3a_relu | |||
| Split splitncnn_4 1 2 res3a_res3a_relu res3a_res3a_relu_splitncnn_0 res3a_res3a_relu_splitncnn_1 | |||
| Convolution res3b_branch2a 1 1 res3a_res3a_relu_splitncnn_1 res3b_branch2a_res3b_branch2a_relu 0=128 1=1 5=1 6=65536 9=1 | |||
| Convolution res3b_branch2b 1 1 res3b_branch2a_res3b_branch2a_relu res3b_branch2b_res3b_branch2b_relu 0=128 1=3 4=1 5=1 6=147456 9=1 | |||
| Convolution res3b_branch2c 1 1 res3b_branch2b_res3b_branch2b_relu res3b_branch2c_scale3b_branch2c 0=512 1=1 5=1 6=65536 | |||
| Eltwise res3b 2 1 res3a_res3a_relu_splitncnn_0 res3b_branch2c_scale3b_branch2c res3b 0=1 | |||
| ReLU res3b_relu 1 1 res3b res3b_res3b_relu | |||
| Split splitncnn_5 1 2 res3b_res3b_relu res3b_res3b_relu_splitncnn_0 res3b_res3b_relu_splitncnn_1 | |||
| Convolution res3c_branch2a 1 1 res3b_res3b_relu_splitncnn_1 res3c_branch2a_res3c_branch2a_relu 0=128 1=1 5=1 6=65536 9=1 | |||
| Convolution res3c_branch2b 1 1 res3c_branch2a_res3c_branch2a_relu res3c_branch2b_res3c_branch2b_relu 0=128 1=3 4=1 5=1 6=147456 9=1 | |||
| Convolution res3c_branch2c 1 1 res3c_branch2b_res3c_branch2b_relu res3c_branch2c_scale3c_branch2c 0=512 1=1 5=1 6=65536 | |||
| Eltwise res3c 2 1 res3b_res3b_relu_splitncnn_0 res3c_branch2c_scale3c_branch2c res3c 0=1 | |||
| ReLU res3c_relu 1 1 res3c res3c_res3c_relu | |||
| Split splitncnn_6 1 2 res3c_res3c_relu res3c_res3c_relu_splitncnn_0 res3c_res3c_relu_splitncnn_1 | |||
| Convolution res3d_branch2a 1 1 res3c_res3c_relu_splitncnn_1 res3d_branch2a_res3d_branch2a_relu 0=128 1=1 5=1 6=65536 9=1 | |||
| Convolution res3d_branch2b 1 1 res3d_branch2a_res3d_branch2a_relu res3d_branch2b_res3d_branch2b_relu 0=128 1=3 4=1 5=1 6=147456 9=1 | |||
| Convolution res3d_branch2c 1 1 res3d_branch2b_res3d_branch2b_relu res3d_branch2c_scale3d_branch2c 0=512 1=1 5=1 6=65536 | |||
| Eltwise res3d 2 1 res3c_res3c_relu_splitncnn_0 res3d_branch2c_scale3d_branch2c res3d 0=1 | |||
| ReLU res3d_relu 1 1 res3d res3d_res3d_relu | |||
| Split splitncnn_7 1 2 res3d_res3d_relu res3d_res3d_relu_splitncnn_0 res3d_res3d_relu_splitncnn_1 | |||
| Convolution res4a_branch1 1 1 res3d_res3d_relu_splitncnn_1 res4a_branch1_scale4a_branch1 0=1024 1=1 3=2 5=1 6=524288 | |||
| Convolution res4a_branch2a 1 1 res3d_res3d_relu_splitncnn_0 res4a_branch2a_res4a_branch2a_relu 0=256 1=1 3=2 5=1 6=131072 9=1 | |||
| Convolution res4a_branch2b 1 1 res4a_branch2a_res4a_branch2a_relu res4a_branch2b_res4a_branch2b_relu 0=256 1=3 4=1 5=1 6=589824 9=1 | |||
| Convolution res4a_branch2c 1 1 res4a_branch2b_res4a_branch2b_relu res4a_branch2c_scale4a_branch2c 0=1024 1=1 5=1 6=262144 | |||
| Eltwise res4a 2 1 res4a_branch1_scale4a_branch1 res4a_branch2c_scale4a_branch2c res4a 0=1 | |||
| ReLU res4a_relu 1 1 res4a res4a_res4a_relu | |||
| Split splitncnn_8 1 2 res4a_res4a_relu res4a_res4a_relu_splitncnn_0 res4a_res4a_relu_splitncnn_1 | |||
| Convolution res4b_branch2a 1 1 res4a_res4a_relu_splitncnn_1 res4b_branch2a_res4b_branch2a_relu 0=256 1=1 5=1 6=262144 9=1 | |||
| Convolution res4b_branch2b 1 1 res4b_branch2a_res4b_branch2a_relu res4b_branch2b_res4b_branch2b_relu 0=256 1=3 4=1 5=1 6=589824 9=1 | |||
| Convolution res4b_branch2c 1 1 res4b_branch2b_res4b_branch2b_relu res4b_branch2c_scale4b_branch2c 0=1024 1=1 5=1 6=262144 | |||
| Eltwise res4b 2 1 res4a_res4a_relu_splitncnn_0 res4b_branch2c_scale4b_branch2c res4b 0=1 | |||
| ReLU res4b_relu 1 1 res4b res4b_res4b_relu | |||
| Split splitncnn_9 1 2 res4b_res4b_relu res4b_res4b_relu_splitncnn_0 res4b_res4b_relu_splitncnn_1 | |||
| Convolution res4c_branch2a 1 1 res4b_res4b_relu_splitncnn_1 res4c_branch2a_res4c_branch2a_relu 0=256 1=1 5=1 6=262144 9=1 | |||
| Convolution res4c_branch2b 1 1 res4c_branch2a_res4c_branch2a_relu res4c_branch2b_res4c_branch2b_relu 0=256 1=3 4=1 5=1 6=589824 9=1 | |||
| Convolution res4c_branch2c 1 1 res4c_branch2b_res4c_branch2b_relu res4c_branch2c_scale4c_branch2c 0=1024 1=1 5=1 6=262144 | |||
| Eltwise res4c 2 1 res4b_res4b_relu_splitncnn_0 res4c_branch2c_scale4c_branch2c res4c 0=1 | |||
| ReLU res4c_relu 1 1 res4c res4c_res4c_relu | |||
| Split splitncnn_10 1 2 res4c_res4c_relu res4c_res4c_relu_splitncnn_0 res4c_res4c_relu_splitncnn_1 | |||
| Convolution res4d_branch2a 1 1 res4c_res4c_relu_splitncnn_1 res4d_branch2a_res4d_branch2a_relu 0=256 1=1 5=1 6=262144 9=1 | |||
| Convolution res4d_branch2b 1 1 res4d_branch2a_res4d_branch2a_relu res4d_branch2b_res4d_branch2b_relu 0=256 1=3 4=1 5=1 6=589824 9=1 | |||
| Convolution res4d_branch2c 1 1 res4d_branch2b_res4d_branch2b_relu res4d_branch2c_scale4d_branch2c 0=1024 1=1 5=1 6=262144 | |||
| Eltwise res4d 2 1 res4c_res4c_relu_splitncnn_0 res4d_branch2c_scale4d_branch2c res4d 0=1 | |||
| ReLU res4d_relu 1 1 res4d res4d_res4d_relu | |||
| Split splitncnn_11 1 2 res4d_res4d_relu res4d_res4d_relu_splitncnn_0 res4d_res4d_relu_splitncnn_1 | |||
| Convolution res4e_branch2a 1 1 res4d_res4d_relu_splitncnn_1 res4e_branch2a_res4e_branch2a_relu 0=256 1=1 5=1 6=262144 9=1 | |||
| Convolution res4e_branch2b 1 1 res4e_branch2a_res4e_branch2a_relu res4e_branch2b_res4e_branch2b_relu 0=256 1=3 4=1 5=1 6=589824 9=1 | |||
| Convolution res4e_branch2c 1 1 res4e_branch2b_res4e_branch2b_relu res4e_branch2c_scale4e_branch2c 0=1024 1=1 5=1 6=262144 | |||
| Eltwise res4e 2 1 res4d_res4d_relu_splitncnn_0 res4e_branch2c_scale4e_branch2c res4e 0=1 | |||
| ReLU res4e_relu 1 1 res4e res4e_res4e_relu | |||
| Split splitncnn_12 1 2 res4e_res4e_relu res4e_res4e_relu_splitncnn_0 res4e_res4e_relu_splitncnn_1 | |||
| Convolution res4f_branch2a 1 1 res4e_res4e_relu_splitncnn_1 res4f_branch2a_res4f_branch2a_relu 0=256 1=1 5=1 6=262144 9=1 | |||
| Convolution res4f_branch2b 1 1 res4f_branch2a_res4f_branch2a_relu res4f_branch2b_res4f_branch2b_relu 0=256 1=3 4=1 5=1 6=589824 9=1 | |||
| Convolution res4f_branch2c 1 1 res4f_branch2b_res4f_branch2b_relu res4f_branch2c_scale4f_branch2c 0=1024 1=1 5=1 6=262144 | |||
| Eltwise res4f 2 1 res4e_res4e_relu_splitncnn_0 res4f_branch2c_scale4f_branch2c res4f 0=1 | |||
| ReLU res4f_relu 1 1 res4f res4f_res4f_relu | |||
| Split splitncnn_13 1 2 res4f_res4f_relu res4f_res4f_relu_splitncnn_0 res4f_res4f_relu_splitncnn_1 | |||
| Convolution res5a_branch1 1 1 res4f_res4f_relu_splitncnn_1 res5a_branch1_scale5a_branch1 0=2048 1=1 3=2 5=1 6=2097152 | |||
| Convolution res5a_branch2a 1 1 res4f_res4f_relu_splitncnn_0 res5a_branch2a_res5a_branch2a_relu 0=512 1=1 3=2 5=1 6=524288 9=1 | |||
| Convolution res5a_branch2b 1 1 res5a_branch2a_res5a_branch2a_relu res5a_branch2b_res5a_branch2b_relu 0=512 1=3 4=1 5=1 6=2359296 9=1 | |||
| Convolution res5a_branch2c 1 1 res5a_branch2b_res5a_branch2b_relu res5a_branch2c_scale5a_branch2c 0=2048 1=1 5=1 6=1048576 | |||
| Eltwise res5a 2 1 res5a_branch1_scale5a_branch1 res5a_branch2c_scale5a_branch2c res5a 0=1 | |||
| ReLU res5a_relu 1 1 res5a res5a_res5a_relu | |||
| Split splitncnn_14 1 2 res5a_res5a_relu res5a_res5a_relu_splitncnn_0 res5a_res5a_relu_splitncnn_1 | |||
| Convolution res5b_branch2a 1 1 res5a_res5a_relu_splitncnn_1 res5b_branch2a_res5b_branch2a_relu 0=512 1=1 5=1 6=1048576 9=1 | |||
| Convolution res5b_branch2b 1 1 res5b_branch2a_res5b_branch2a_relu res5b_branch2b_res5b_branch2b_relu 0=512 1=3 4=1 5=1 6=2359296 9=1 | |||
| Convolution res5b_branch2c 1 1 res5b_branch2b_res5b_branch2b_relu res5b_branch2c_scale5b_branch2c 0=2048 1=1 5=1 6=1048576 | |||
| Eltwise res5b 2 1 res5a_res5a_relu_splitncnn_0 res5b_branch2c_scale5b_branch2c res5b 0=1 | |||
| ReLU res5b_relu 1 1 res5b res5b_res5b_relu | |||
| Split splitncnn_15 1 2 res5b_res5b_relu res5b_res5b_relu_splitncnn_0 res5b_res5b_relu_splitncnn_1 | |||
| Convolution res5c_branch2a 1 1 res5b_res5b_relu_splitncnn_1 res5c_branch2a_res5c_branch2a_relu 0=512 1=1 5=1 6=1048576 9=1 | |||
| Convolution res5c_branch2b 1 1 res5c_branch2a_res5c_branch2a_relu res5c_branch2b_res5c_branch2b_relu 0=512 1=3 4=1 5=1 6=2359296 9=1 | |||
| Convolution res5c_branch2c 1 1 res5c_branch2b_res5c_branch2b_relu res5c_branch2c_scale5c_branch2c 0=2048 1=1 5=1 6=1048576 | |||
| Eltwise res5c 2 1 res5b_res5b_relu_splitncnn_0 res5c_branch2c_scale5c_branch2c res5c 0=1 | |||
| ReLU res5c_relu 1 1 res5c res5c_res5c_relu | |||
| Pooling pool5 1 1 res5c_res5c_relu pool5 0=1 1=7 | |||
| InnerProduct fc1000 1 1 pool5 fc1000 0=1000 1=1 2=2048000 | |||
| Softmax prob 1 1 fc1000 prob | |||
+ 120
- 235
benchmark/shufflenet.param
View File
| @@ -1,236 +1,121 @@ | |||
| 7767517 | |||
| 234 250 | |||
| Input data 0 1 data 0=224 1=224 2=3 | |||
| Convolution conv1 1 1 data conv1 0=24 1=3 2=1 3=2 4=1 5=0 6=648 | |||
| BatchNorm conv1_bn 1 1 conv1 conv1_conv1_bn 0=24 | |||
| Scale conv1_scale 1 1 conv1_conv1_bn conv1_conv1_scale 0=24 1=1 | |||
| ReLU conv1_relu 1 1 conv1_conv1_scale conv1_conv1_relu | |||
| Pooling pool1 1 1 conv1_conv1_relu pool1 0=0 1=3 2=2 3=0 4=0 | |||
| Split splitncnn_0 1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1 | |||
| Pooling resx1_match_conv 1 1 pool1_splitncnn_1 resx1_match_conv 0=1 1=3 2=2 3=0 4=0 | |||
| Convolution resx1_conv1 1 1 pool1_splitncnn_0 resx1_conv1 0=54 1=1 2=1 3=1 4=0 5=0 6=1296 | |||
| BatchNorm resx1_conv1_bn 1 1 resx1_conv1 resx1_conv1_resx1_conv1_bn 0=54 | |||
| Scale resx1_conv1_scale 1 1 resx1_conv1_resx1_conv1_bn resx1_conv1_resx1_conv1_scale 0=54 1=1 | |||
| ReLU resx1_conv1_relu 1 1 resx1_conv1_resx1_conv1_scale resx1_conv1_resx1_conv1_relu | |||
| ConvolutionDepthWise resx1_conv2 1 1 resx1_conv1_resx1_conv1_relu resx1_conv2 0=54 1=3 2=1 3=2 4=1 5=0 6=486 7=54 | |||
| BatchNorm resx1_conv2_bn 1 1 resx1_conv2 resx1_conv2_resx1_conv2_bn 0=54 | |||
| Scale resx1_conv2_scale 1 1 resx1_conv2_resx1_conv2_bn resx1_conv2_resx1_conv2_scale 0=54 1=1 | |||
| ConvolutionDepthWise resx1_conv3 1 1 resx1_conv2_resx1_conv2_scale resx1_conv3 0=216 1=1 2=1 3=1 4=0 5=0 6=3888 7=3 | |||
| BatchNorm resx1_conv3_bn 1 1 resx1_conv3 resx1_conv3_resx1_conv3_bn 0=216 | |||
| Scale resx1_conv3_scale 1 1 resx1_conv3_resx1_conv3_bn resx1_conv3_resx1_conv3_scale 0=216 1=1 | |||
| Concat resx1_concat 2 1 resx1_match_conv resx1_conv3_resx1_conv3_scale resx1_concat 0=0 | |||
| ReLU resx1_concat_relu 1 1 resx1_concat resx1_concat_resx1_concat_relu | |||
| Split splitncnn_1 1 2 resx1_concat_resx1_concat_relu resx1_concat_resx1_concat_relu_splitncnn_0 resx1_concat_resx1_concat_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx2_conv1 1 1 resx1_concat_resx1_concat_relu_splitncnn_1 resx2_conv1 0=60 1=1 2=1 3=1 4=0 5=0 6=4800 7=3 | |||
| BatchNorm resx2_conv1_bn 1 1 resx2_conv1 resx2_conv1_resx2_conv1_bn 0=60 | |||
| Scale resx2_conv1_scale 1 1 resx2_conv1_resx2_conv1_bn resx2_conv1_resx2_conv1_scale 0=60 1=1 | |||
| ReLU resx2_conv1_relu 1 1 resx2_conv1_resx2_conv1_scale resx2_conv1_resx2_conv1_relu | |||
| ShuffleChannel shuffle2 1 1 resx2_conv1_resx2_conv1_relu shuffle2 0=3 | |||
| ConvolutionDepthWise resx2_conv2 1 1 shuffle2 resx2_conv2 0=60 1=3 2=1 3=1 4=1 5=0 6=540 7=60 | |||
| BatchNorm resx2_conv2_bn 1 1 resx2_conv2 resx2_conv2_resx2_conv2_bn 0=60 | |||
| Scale resx2_conv2_scale 1 1 resx2_conv2_resx2_conv2_bn resx2_conv2_resx2_conv2_scale 0=60 1=1 | |||
| ConvolutionDepthWise resx2_conv3 1 1 resx2_conv2_resx2_conv2_scale resx2_conv3 0=240 1=1 2=1 3=1 4=0 5=0 6=4800 7=3 | |||
| BatchNorm resx2_conv3_bn 1 1 resx2_conv3 resx2_conv3_resx2_conv3_bn 0=240 | |||
| Scale resx2_conv3_scale 1 1 resx2_conv3_resx2_conv3_bn resx2_conv3_resx2_conv3_scale 0=240 1=1 | |||
| Eltwise resx2_elewise 2 1 resx1_concat_resx1_concat_relu_splitncnn_0 resx2_conv3_resx2_conv3_scale resx2_elewise 0=1 -23301=0 | |||
| ReLU resx2_elewise_relu 1 1 resx2_elewise resx2_elewise_resx2_elewise_relu | |||
| Split splitncnn_2 1 2 resx2_elewise_resx2_elewise_relu resx2_elewise_resx2_elewise_relu_splitncnn_0 resx2_elewise_resx2_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx3_conv1 1 1 resx2_elewise_resx2_elewise_relu_splitncnn_1 resx3_conv1 0=60 1=1 2=1 3=1 4=0 5=0 6=4800 7=3 | |||
| BatchNorm resx3_conv1_bn 1 1 resx3_conv1 resx3_conv1_resx3_conv1_bn 0=60 | |||
| Scale resx3_conv1_scale 1 1 resx3_conv1_resx3_conv1_bn resx3_conv1_resx3_conv1_scale 0=60 1=1 | |||
| ReLU resx3_conv1_relu 1 1 resx3_conv1_resx3_conv1_scale resx3_conv1_resx3_conv1_relu | |||
| ShuffleChannel shuffle3 1 1 resx3_conv1_resx3_conv1_relu shuffle3 0=3 | |||
| ConvolutionDepthWise resx3_conv2 1 1 shuffle3 resx3_conv2 0=60 1=3 2=1 3=1 4=1 5=0 6=540 7=60 | |||
| BatchNorm resx3_conv2_bn 1 1 resx3_conv2 resx3_conv2_resx3_conv2_bn 0=60 | |||
| Scale resx3_conv2_scale 1 1 resx3_conv2_resx3_conv2_bn resx3_conv2_resx3_conv2_scale 0=60 1=1 | |||
| ConvolutionDepthWise resx3_conv3 1 1 resx3_conv2_resx3_conv2_scale resx3_conv3 0=240 1=1 2=1 3=1 4=0 5=0 6=4800 7=3 | |||
| BatchNorm resx3_conv3_bn 1 1 resx3_conv3 resx3_conv3_resx3_conv3_bn 0=240 | |||
| Scale resx3_conv3_scale 1 1 resx3_conv3_resx3_conv3_bn resx3_conv3_resx3_conv3_scale 0=240 1=1 | |||
| Eltwise resx3_elewise 2 1 resx2_elewise_resx2_elewise_relu_splitncnn_0 resx3_conv3_resx3_conv3_scale resx3_elewise 0=1 -23301=0 | |||
| ReLU resx3_elewise_relu 1 1 resx3_elewise resx3_elewise_resx3_elewise_relu | |||
| Split splitncnn_3 1 2 resx3_elewise_resx3_elewise_relu resx3_elewise_resx3_elewise_relu_splitncnn_0 resx3_elewise_resx3_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx4_conv1 1 1 resx3_elewise_resx3_elewise_relu_splitncnn_1 resx4_conv1 0=60 1=1 2=1 3=1 4=0 5=0 6=4800 7=3 | |||
| BatchNorm resx4_conv1_bn 1 1 resx4_conv1 resx4_conv1_resx4_conv1_bn 0=60 | |||
| Scale resx4_conv1_scale 1 1 resx4_conv1_resx4_conv1_bn resx4_conv1_resx4_conv1_scale 0=60 1=1 | |||
| ReLU resx4_conv1_relu 1 1 resx4_conv1_resx4_conv1_scale resx4_conv1_resx4_conv1_relu | |||
| ShuffleChannel shuffle4 1 1 resx4_conv1_resx4_conv1_relu shuffle4 0=3 | |||
| ConvolutionDepthWise resx4_conv2 1 1 shuffle4 resx4_conv2 0=60 1=3 2=1 3=1 4=1 5=0 6=540 7=60 | |||
| BatchNorm resx4_conv2_bn 1 1 resx4_conv2 resx4_conv2_resx4_conv2_bn 0=60 | |||
| Scale resx4_conv2_scale 1 1 resx4_conv2_resx4_conv2_bn resx4_conv2_resx4_conv2_scale 0=60 1=1 | |||
| ConvolutionDepthWise resx4_conv3 1 1 resx4_conv2_resx4_conv2_scale resx4_conv3 0=240 1=1 2=1 3=1 4=0 5=0 6=4800 7=3 | |||
| BatchNorm resx4_conv3_bn 1 1 resx4_conv3 resx4_conv3_resx4_conv3_bn 0=240 | |||
| Scale resx4_conv3_scale 1 1 resx4_conv3_resx4_conv3_bn resx4_conv3_resx4_conv3_scale 0=240 1=1 | |||
| Eltwise resx4_elewise 2 1 resx3_elewise_resx3_elewise_relu_splitncnn_0 resx4_conv3_resx4_conv3_scale resx4_elewise 0=1 -23301=0 | |||
| ReLU resx4_elewise_relu 1 1 resx4_elewise resx4_elewise_resx4_elewise_relu | |||
| Split splitncnn_4 1 2 resx4_elewise_resx4_elewise_relu resx4_elewise_resx4_elewise_relu_splitncnn_0 resx4_elewise_resx4_elewise_relu_splitncnn_1 | |||
| Pooling resx5_match_conv 1 1 resx4_elewise_resx4_elewise_relu_splitncnn_1 resx5_match_conv 0=1 1=3 2=2 3=0 4=0 | |||
| ConvolutionDepthWise resx5_conv1 1 1 resx4_elewise_resx4_elewise_relu_splitncnn_0 resx5_conv1 0=60 1=1 2=1 3=1 4=0 5=0 6=4800 7=3 | |||
| BatchNorm resx5_conv1_bn 1 1 resx5_conv1 resx5_conv1_resx5_conv1_bn 0=60 | |||
| Scale resx5_conv1_scale 1 1 resx5_conv1_resx5_conv1_bn resx5_conv1_resx5_conv1_scale 0=60 1=1 | |||
| ReLU resx5_conv1_relu 1 1 resx5_conv1_resx5_conv1_scale resx5_conv1_resx5_conv1_relu | |||
| ShuffleChannel shuffle5 1 1 resx5_conv1_resx5_conv1_relu shuffle5 0=3 | |||
| ConvolutionDepthWise resx5_conv2 1 1 shuffle5 resx5_conv2 0=60 1=3 2=1 3=2 4=1 5=0 6=540 7=60 | |||
| BatchNorm resx5_conv2_bn 1 1 resx5_conv2 resx5_conv2_resx5_conv2_bn 0=60 | |||
| Scale resx5_conv2_scale 1 1 resx5_conv2_resx5_conv2_bn resx5_conv2_resx5_conv2_scale 0=60 1=1 | |||
| ConvolutionDepthWise resx5_conv3 1 1 resx5_conv2_resx5_conv2_scale resx5_conv3 0=240 1=1 2=1 3=1 4=0 5=0 6=4800 7=3 | |||
| BatchNorm resx5_conv3_bn 1 1 resx5_conv3 resx5_conv3_resx5_conv3_bn 0=240 | |||
| Scale resx5_conv3_scale 1 1 resx5_conv3_resx5_conv3_bn resx5_conv3_resx5_conv3_scale 0=240 1=1 | |||
| Concat resx5_concat 2 1 resx5_match_conv resx5_conv3_resx5_conv3_scale resx5_concat 0=0 | |||
| ReLU resx5_concat_relu 1 1 resx5_concat resx5_concat_resx5_concat_relu | |||
| Split splitncnn_5 1 2 resx5_concat_resx5_concat_relu resx5_concat_resx5_concat_relu_splitncnn_0 resx5_concat_resx5_concat_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx6_conv1 1 1 resx5_concat_resx5_concat_relu_splitncnn_1 resx6_conv1 0=120 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx6_conv1_bn 1 1 resx6_conv1 resx6_conv1_resx6_conv1_bn 0=120 | |||
| Scale resx6_conv1_scale 1 1 resx6_conv1_resx6_conv1_bn resx6_conv1_resx6_conv1_scale 0=120 1=1 | |||
| ReLU resx6_conv1_relu 1 1 resx6_conv1_resx6_conv1_scale resx6_conv1_resx6_conv1_relu | |||
| ShuffleChannel shuffle6 1 1 resx6_conv1_resx6_conv1_relu shuffle6 0=3 | |||
| ConvolutionDepthWise resx6_conv2 1 1 shuffle6 resx6_conv2 0=120 1=3 2=1 3=1 4=1 5=0 6=1080 7=120 | |||
| BatchNorm resx6_conv2_bn 1 1 resx6_conv2 resx6_conv2_resx6_conv2_bn 0=120 | |||
| Scale resx6_conv2_scale 1 1 resx6_conv2_resx6_conv2_bn resx6_conv2_resx6_conv2_scale 0=120 1=1 | |||
| ConvolutionDepthWise resx6_conv3 1 1 resx6_conv2_resx6_conv2_scale resx6_conv3 0=480 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx6_conv3_bn 1 1 resx6_conv3 resx6_conv3_resx6_conv3_bn 0=480 | |||
| Scale resx6_conv3_scale 1 1 resx6_conv3_resx6_conv3_bn resx6_conv3_resx6_conv3_scale 0=480 1=1 | |||
| Eltwise resx6_elewise 2 1 resx5_concat_resx5_concat_relu_splitncnn_0 resx6_conv3_resx6_conv3_scale resx6_elewise 0=1 -23301=0 | |||
| ReLU resx6_elewise_relu 1 1 resx6_elewise resx6_elewise_resx6_elewise_relu | |||
| Split splitncnn_6 1 2 resx6_elewise_resx6_elewise_relu resx6_elewise_resx6_elewise_relu_splitncnn_0 resx6_elewise_resx6_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx7_conv1 1 1 resx6_elewise_resx6_elewise_relu_splitncnn_1 resx7_conv1 0=120 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx7_conv1_bn 1 1 resx7_conv1 resx7_conv1_resx7_conv1_bn 0=120 | |||
| Scale resx7_conv1_scale 1 1 resx7_conv1_resx7_conv1_bn resx7_conv1_resx7_conv1_scale 0=120 1=1 | |||
| ReLU resx7_conv1_relu 1 1 resx7_conv1_resx7_conv1_scale resx7_conv1_resx7_conv1_relu | |||
| ShuffleChannel shuffle7 1 1 resx7_conv1_resx7_conv1_relu shuffle7 0=3 | |||
| ConvolutionDepthWise resx7_conv2 1 1 shuffle7 resx7_conv2 0=120 1=3 2=1 3=1 4=1 5=0 6=1080 7=120 | |||
| BatchNorm resx7_conv2_bn 1 1 resx7_conv2 resx7_conv2_resx7_conv2_bn 0=120 | |||
| Scale resx7_conv2_scale 1 1 resx7_conv2_resx7_conv2_bn resx7_conv2_resx7_conv2_scale 0=120 1=1 | |||
| ConvolutionDepthWise resx7_conv3 1 1 resx7_conv2_resx7_conv2_scale resx7_conv3 0=480 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx7_conv3_bn 1 1 resx7_conv3 resx7_conv3_resx7_conv3_bn 0=480 | |||
| Scale resx7_conv3_scale 1 1 resx7_conv3_resx7_conv3_bn resx7_conv3_resx7_conv3_scale 0=480 1=1 | |||
| Eltwise resx7_elewise 2 1 resx6_elewise_resx6_elewise_relu_splitncnn_0 resx7_conv3_resx7_conv3_scale resx7_elewise 0=1 -23301=0 | |||
| ReLU resx7_elewise_relu 1 1 resx7_elewise resx7_elewise_resx7_elewise_relu | |||
| Split splitncnn_7 1 2 resx7_elewise_resx7_elewise_relu resx7_elewise_resx7_elewise_relu_splitncnn_0 resx7_elewise_resx7_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx8_conv1 1 1 resx7_elewise_resx7_elewise_relu_splitncnn_1 resx8_conv1 0=120 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx8_conv1_bn 1 1 resx8_conv1 resx8_conv1_resx8_conv1_bn 0=120 | |||
| Scale resx8_conv1_scale 1 1 resx8_conv1_resx8_conv1_bn resx8_conv1_resx8_conv1_scale 0=120 1=1 | |||
| ReLU resx8_conv1_relu 1 1 resx8_conv1_resx8_conv1_scale resx8_conv1_resx8_conv1_relu | |||
| ShuffleChannel shuffle8 1 1 resx8_conv1_resx8_conv1_relu shuffle8 0=3 | |||
| ConvolutionDepthWise resx8_conv2 1 1 shuffle8 resx8_conv2 0=120 1=3 2=1 3=1 4=1 5=0 6=1080 7=120 | |||
| BatchNorm resx8_conv2_bn 1 1 resx8_conv2 resx8_conv2_resx8_conv2_bn 0=120 | |||
| Scale resx8_conv2_scale 1 1 resx8_conv2_resx8_conv2_bn resx8_conv2_resx8_conv2_scale 0=120 1=1 | |||
| ConvolutionDepthWise resx8_conv3 1 1 resx8_conv2_resx8_conv2_scale resx8_conv3 0=480 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx8_conv3_bn 1 1 resx8_conv3 resx8_conv3_resx8_conv3_bn 0=480 | |||
| Scale resx8_conv3_scale 1 1 resx8_conv3_resx8_conv3_bn resx8_conv3_resx8_conv3_scale 0=480 1=1 | |||
| Eltwise resx8_elewise 2 1 resx7_elewise_resx7_elewise_relu_splitncnn_0 resx8_conv3_resx8_conv3_scale resx8_elewise 0=1 -23301=0 | |||
| ReLU resx8_elewise_relu 1 1 resx8_elewise resx8_elewise_resx8_elewise_relu | |||
| Split splitncnn_8 1 2 resx8_elewise_resx8_elewise_relu resx8_elewise_resx8_elewise_relu_splitncnn_0 resx8_elewise_resx8_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx9_conv1 1 1 resx8_elewise_resx8_elewise_relu_splitncnn_1 resx9_conv1 0=120 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx9_conv1_bn 1 1 resx9_conv1 resx9_conv1_resx9_conv1_bn 0=120 | |||
| Scale resx9_conv1_scale 1 1 resx9_conv1_resx9_conv1_bn resx9_conv1_resx9_conv1_scale 0=120 1=1 | |||
| ReLU resx9_conv1_relu 1 1 resx9_conv1_resx9_conv1_scale resx9_conv1_resx9_conv1_relu | |||
| ShuffleChannel shuffle9 1 1 resx9_conv1_resx9_conv1_relu shuffle9 0=3 | |||
| ConvolutionDepthWise resx9_conv2 1 1 shuffle9 resx9_conv2 0=120 1=3 2=1 3=1 4=1 5=0 6=1080 7=120 | |||
| BatchNorm resx9_conv2_bn 1 1 resx9_conv2 resx9_conv2_resx9_conv2_bn 0=120 | |||
| Scale resx9_conv2_scale 1 1 resx9_conv2_resx9_conv2_bn resx9_conv2_resx9_conv2_scale 0=120 1=1 | |||
| ConvolutionDepthWise resx9_conv3 1 1 resx9_conv2_resx9_conv2_scale resx9_conv3 0=480 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx9_conv3_bn 1 1 resx9_conv3 resx9_conv3_resx9_conv3_bn 0=480 | |||
| Scale resx9_conv3_scale 1 1 resx9_conv3_resx9_conv3_bn resx9_conv3_resx9_conv3_scale 0=480 1=1 | |||
| Eltwise resx9_elewise 2 1 resx8_elewise_resx8_elewise_relu_splitncnn_0 resx9_conv3_resx9_conv3_scale resx9_elewise 0=1 -23301=0 | |||
| ReLU resx9_elewise_relu 1 1 resx9_elewise resx9_elewise_resx9_elewise_relu | |||
| Split splitncnn_9 1 2 resx9_elewise_resx9_elewise_relu resx9_elewise_resx9_elewise_relu_splitncnn_0 resx9_elewise_resx9_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx10_conv1 1 1 resx9_elewise_resx9_elewise_relu_splitncnn_1 resx10_conv1 0=120 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx10_conv1_bn 1 1 resx10_conv1 resx10_conv1_resx10_conv1_bn 0=120 | |||
| Scale resx10_conv1_scale 1 1 resx10_conv1_resx10_conv1_bn resx10_conv1_resx10_conv1_scale 0=120 1=1 | |||
| ReLU resx10_conv1_relu 1 1 resx10_conv1_resx10_conv1_scale resx10_conv1_resx10_conv1_relu | |||
| ShuffleChannel shuffle10 1 1 resx10_conv1_resx10_conv1_relu shuffle10 0=3 | |||
| ConvolutionDepthWise resx10_conv2 1 1 shuffle10 resx10_conv2 0=120 1=3 2=1 3=1 4=1 5=0 6=1080 7=120 | |||
| BatchNorm resx10_conv2_bn 1 1 resx10_conv2 resx10_conv2_resx10_conv2_bn 0=120 | |||
| Scale resx10_conv2_scale 1 1 resx10_conv2_resx10_conv2_bn resx10_conv2_resx10_conv2_scale 0=120 1=1 | |||
| ConvolutionDepthWise resx10_conv3 1 1 resx10_conv2_resx10_conv2_scale resx10_conv3 0=480 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx10_conv3_bn 1 1 resx10_conv3 resx10_conv3_resx10_conv3_bn 0=480 | |||
| Scale resx10_conv3_scale 1 1 resx10_conv3_resx10_conv3_bn resx10_conv3_resx10_conv3_scale 0=480 1=1 | |||
| Eltwise resx10_elewise 2 1 resx9_elewise_resx9_elewise_relu_splitncnn_0 resx10_conv3_resx10_conv3_scale resx10_elewise 0=1 -23301=0 | |||
| ReLU resx10_elewise_relu 1 1 resx10_elewise resx10_elewise_resx10_elewise_relu | |||
| Split splitncnn_10 1 2 resx10_elewise_resx10_elewise_relu resx10_elewise_resx10_elewise_relu_splitncnn_0 resx10_elewise_resx10_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx11_conv1 1 1 resx10_elewise_resx10_elewise_relu_splitncnn_1 resx11_conv1 0=120 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx11_conv1_bn 1 1 resx11_conv1 resx11_conv1_resx11_conv1_bn 0=120 | |||
| Scale resx11_conv1_scale 1 1 resx11_conv1_resx11_conv1_bn resx11_conv1_resx11_conv1_scale 0=120 1=1 | |||
| ReLU resx11_conv1_relu 1 1 resx11_conv1_resx11_conv1_scale resx11_conv1_resx11_conv1_relu | |||
| ShuffleChannel shuffle11 1 1 resx11_conv1_resx11_conv1_relu shuffle11 0=3 | |||
| ConvolutionDepthWise resx11_conv2 1 1 shuffle11 resx11_conv2 0=120 1=3 2=1 3=1 4=1 5=0 6=1080 7=120 | |||
| BatchNorm resx11_conv2_bn 1 1 resx11_conv2 resx11_conv2_resx11_conv2_bn 0=120 | |||
| Scale resx11_conv2_scale 1 1 resx11_conv2_resx11_conv2_bn resx11_conv2_resx11_conv2_scale 0=120 1=1 | |||
| ConvolutionDepthWise resx11_conv3 1 1 resx11_conv2_resx11_conv2_scale resx11_conv3 0=480 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx11_conv3_bn 1 1 resx11_conv3 resx11_conv3_resx11_conv3_bn 0=480 | |||
| Scale resx11_conv3_scale 1 1 resx11_conv3_resx11_conv3_bn resx11_conv3_resx11_conv3_scale 0=480 1=1 | |||
| Eltwise resx11_elewise 2 1 resx10_elewise_resx10_elewise_relu_splitncnn_0 resx11_conv3_resx11_conv3_scale resx11_elewise 0=1 -23301=0 | |||
| ReLU resx11_elewise_relu 1 1 resx11_elewise resx11_elewise_resx11_elewise_relu | |||
| Split splitncnn_11 1 2 resx11_elewise_resx11_elewise_relu resx11_elewise_resx11_elewise_relu_splitncnn_0 resx11_elewise_resx11_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx12_conv1 1 1 resx11_elewise_resx11_elewise_relu_splitncnn_1 resx12_conv1 0=120 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx12_conv1_bn 1 1 resx12_conv1 resx12_conv1_resx12_conv1_bn 0=120 | |||
| Scale resx12_conv1_scale 1 1 resx12_conv1_resx12_conv1_bn resx12_conv1_resx12_conv1_scale 0=120 1=1 | |||
| ReLU resx12_conv1_relu 1 1 resx12_conv1_resx12_conv1_scale resx12_conv1_resx12_conv1_relu | |||
| ShuffleChannel shuffle12 1 1 resx12_conv1_resx12_conv1_relu shuffle12 0=3 | |||
| ConvolutionDepthWise resx12_conv2 1 1 shuffle12 resx12_conv2 0=120 1=3 2=1 3=1 4=1 5=0 6=1080 7=120 | |||
| BatchNorm resx12_conv2_bn 1 1 resx12_conv2 resx12_conv2_resx12_conv2_bn 0=120 | |||
| Scale resx12_conv2_scale 1 1 resx12_conv2_resx12_conv2_bn resx12_conv2_resx12_conv2_scale 0=120 1=1 | |||
| ConvolutionDepthWise resx12_conv3 1 1 resx12_conv2_resx12_conv2_scale resx12_conv3 0=480 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx12_conv3_bn 1 1 resx12_conv3 resx12_conv3_resx12_conv3_bn 0=480 | |||
| Scale resx12_conv3_scale 1 1 resx12_conv3_resx12_conv3_bn resx12_conv3_resx12_conv3_scale 0=480 1=1 | |||
| Eltwise resx12_elewise 2 1 resx11_elewise_resx11_elewise_relu_splitncnn_0 resx12_conv3_resx12_conv3_scale resx12_elewise 0=1 -23301=0 | |||
| ReLU resx12_elewise_relu 1 1 resx12_elewise resx12_elewise_resx12_elewise_relu | |||
| Split splitncnn_12 1 2 resx12_elewise_resx12_elewise_relu resx12_elewise_resx12_elewise_relu_splitncnn_0 resx12_elewise_resx12_elewise_relu_splitncnn_1 | |||
| Pooling resx13_match_conv 1 1 resx12_elewise_resx12_elewise_relu_splitncnn_1 resx13_match_conv 0=1 1=3 2=2 3=0 4=0 | |||
| ConvolutionDepthWise resx13_conv1 1 1 resx12_elewise_resx12_elewise_relu_splitncnn_0 resx13_conv1 0=120 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx13_conv1_bn 1 1 resx13_conv1 resx13_conv1_resx13_conv1_bn 0=120 | |||
| Scale resx13_conv1_scale 1 1 resx13_conv1_resx13_conv1_bn resx13_conv1_resx13_conv1_scale 0=120 1=1 | |||
| ReLU resx13_conv1_relu 1 1 resx13_conv1_resx13_conv1_scale resx13_conv1_resx13_conv1_relu | |||
| ShuffleChannel shuffle13 1 1 resx13_conv1_resx13_conv1_relu shuffle13 0=3 | |||
| ConvolutionDepthWise resx13_conv2 1 1 shuffle13 resx13_conv2 0=120 1=3 2=1 3=2 4=1 5=0 6=1080 7=120 | |||
| BatchNorm resx13_conv2_bn 1 1 resx13_conv2 resx13_conv2_resx13_conv2_bn 0=120 | |||
| Scale resx13_conv2_scale 1 1 resx13_conv2_resx13_conv2_bn resx13_conv2_resx13_conv2_scale 0=120 1=1 | |||
| ConvolutionDepthWise resx13_conv3 1 1 resx13_conv2_resx13_conv2_scale resx13_conv3 0=480 1=1 2=1 3=1 4=0 5=0 6=19200 7=3 | |||
| BatchNorm resx13_conv3_bn 1 1 resx13_conv3 resx13_conv3_resx13_conv3_bn 0=480 | |||
| Scale resx13_conv3_scale 1 1 resx13_conv3_resx13_conv3_bn resx13_conv3_resx13_conv3_scale 0=480 1=1 | |||
| Concat resx13_concat 2 1 resx13_match_conv resx13_conv3_resx13_conv3_scale resx13_concat 0=0 | |||
| ReLU resx13_concat_relu 1 1 resx13_concat resx13_concat_resx13_concat_relu | |||
| Split splitncnn_13 1 2 resx13_concat_resx13_concat_relu resx13_concat_resx13_concat_relu_splitncnn_0 resx13_concat_resx13_concat_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx14_conv1 1 1 resx13_concat_resx13_concat_relu_splitncnn_1 resx14_conv1 0=240 1=1 2=1 3=1 4=0 5=0 6=76800 7=3 | |||
| BatchNorm resx14_conv1_bn 1 1 resx14_conv1 resx14_conv1_resx14_conv1_bn 0=240 | |||
| Scale resx14_conv1_scale 1 1 resx14_conv1_resx14_conv1_bn resx14_conv1_resx14_conv1_scale 0=240 1=1 | |||
| ReLU resx14_conv1_relu 1 1 resx14_conv1_resx14_conv1_scale resx14_conv1_resx14_conv1_relu | |||
| ShuffleChannel shuffle14 1 1 resx14_conv1_resx14_conv1_relu shuffle14 0=3 | |||
| ConvolutionDepthWise resx14_conv2 1 1 shuffle14 resx14_conv2 0=240 1=3 2=1 3=1 4=1 5=0 6=2160 7=240 | |||
| BatchNorm resx14_conv2_bn 1 1 resx14_conv2 resx14_conv2_resx14_conv2_bn 0=240 | |||
| Scale resx14_conv2_scale 1 1 resx14_conv2_resx14_conv2_bn resx14_conv2_resx14_conv2_scale 0=240 1=1 | |||
| ConvolutionDepthWise resx14_conv3 1 1 resx14_conv2_resx14_conv2_scale resx14_conv3 0=960 1=1 2=1 3=1 4=0 5=0 6=76800 7=3 | |||
| BatchNorm resx14_conv3_bn 1 1 resx14_conv3 resx14_conv3_resx14_conv3_bn 0=960 | |||
| Scale resx14_conv3_scale 1 1 resx14_conv3_resx14_conv3_bn resx14_conv3_resx14_conv3_scale 0=960 1=1 | |||
| Eltwise resx14_elewise 2 1 resx13_concat_resx13_concat_relu_splitncnn_0 resx14_conv3_resx14_conv3_scale resx14_elewise 0=1 -23301=0 | |||
| ReLU resx14_elewise_relu 1 1 resx14_elewise resx14_elewise_resx14_elewise_relu | |||
| Split splitncnn_14 1 2 resx14_elewise_resx14_elewise_relu resx14_elewise_resx14_elewise_relu_splitncnn_0 resx14_elewise_resx14_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx15_conv1 1 1 resx14_elewise_resx14_elewise_relu_splitncnn_1 resx15_conv1 0=240 1=1 2=1 3=1 4=0 5=0 6=76800 7=3 | |||
| BatchNorm resx15_conv1_bn 1 1 resx15_conv1 resx15_conv1_resx15_conv1_bn 0=240 | |||
| Scale resx15_conv1_scale 1 1 resx15_conv1_resx15_conv1_bn resx15_conv1_resx15_conv1_scale 0=240 1=1 | |||
| ReLU resx15_conv1_relu 1 1 resx15_conv1_resx15_conv1_scale resx15_conv1_resx15_conv1_relu | |||
| ShuffleChannel shuffle15 1 1 resx15_conv1_resx15_conv1_relu shuffle15 0=3 | |||
| ConvolutionDepthWise resx15_conv2 1 1 shuffle15 resx15_conv2 0=240 1=3 2=1 3=1 4=1 5=0 6=2160 7=240 | |||
| BatchNorm resx15_conv2_bn 1 1 resx15_conv2 resx15_conv2_resx15_conv2_bn 0=240 | |||
| Scale resx15_conv2_scale 1 1 resx15_conv2_resx15_conv2_bn resx15_conv2_resx15_conv2_scale 0=240 1=1 | |||
| ConvolutionDepthWise resx15_conv3 1 1 resx15_conv2_resx15_conv2_scale resx15_conv3 0=960 1=1 2=1 3=1 4=0 5=0 6=76800 7=3 | |||
| BatchNorm resx15_conv3_bn 1 1 resx15_conv3 resx15_conv3_resx15_conv3_bn 0=960 | |||
| Scale resx15_conv3_scale 1 1 resx15_conv3_resx15_conv3_bn resx15_conv3_resx15_conv3_scale 0=960 1=1 | |||
| Eltwise resx15_elewise 2 1 resx14_elewise_resx14_elewise_relu_splitncnn_0 resx15_conv3_resx15_conv3_scale resx15_elewise 0=1 -23301=0 | |||
| ReLU resx15_elewise_relu 1 1 resx15_elewise resx15_elewise_resx15_elewise_relu | |||
| Split splitncnn_15 1 2 resx15_elewise_resx15_elewise_relu resx15_elewise_resx15_elewise_relu_splitncnn_0 resx15_elewise_resx15_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx16_conv1 1 1 resx15_elewise_resx15_elewise_relu_splitncnn_1 resx16_conv1 0=240 1=1 2=1 3=1 4=0 5=0 6=76800 7=3 | |||
| BatchNorm resx16_conv1_bn 1 1 resx16_conv1 resx16_conv1_resx16_conv1_bn 0=240 | |||
| Scale resx16_conv1_scale 1 1 resx16_conv1_resx16_conv1_bn resx16_conv1_resx16_conv1_scale 0=240 1=1 | |||
| ReLU resx16_conv1_relu 1 1 resx16_conv1_resx16_conv1_scale resx16_conv1_resx16_conv1_relu | |||
| ShuffleChannel shuffle16 1 1 resx16_conv1_resx16_conv1_relu shuffle16 0=3 | |||
| ConvolutionDepthWise resx16_conv2 1 1 shuffle16 resx16_conv2 0=240 1=3 2=1 3=1 4=1 5=0 6=2160 7=240 | |||
| BatchNorm resx16_conv2_bn 1 1 resx16_conv2 resx16_conv2_resx16_conv2_bn 0=240 | |||
| Scale resx16_conv2_scale 1 1 resx16_conv2_resx16_conv2_bn resx16_conv2_resx16_conv2_scale 0=240 1=1 | |||
| ConvolutionDepthWise resx16_conv3 1 1 resx16_conv2_resx16_conv2_scale resx16_conv3 0=960 1=1 2=1 3=1 4=0 5=0 6=76800 7=3 | |||
| BatchNorm resx16_conv3_bn 1 1 resx16_conv3 resx16_conv3_resx16_conv3_bn 0=960 | |||
| Scale resx16_conv3_scale 1 1 resx16_conv3_resx16_conv3_bn resx16_conv3_resx16_conv3_scale 0=960 1=1 | |||
| Eltwise resx16_elewise 2 1 resx15_elewise_resx15_elewise_relu_splitncnn_0 resx16_conv3_resx16_conv3_scale resx16_elewise 0=1 -23301=0 | |||
| ReLU resx16_elewise_relu 1 1 resx16_elewise resx16_elewise_resx16_elewise_relu | |||
| Pooling pool_ave 1 1 resx16_elewise_resx16_elewise_relu pool_ave 0=1 1=0 2=1 3=0 4=1 | |||
| Convolution fc1000 1 1 pool_ave fc1000 0=1000 1=1 2=1 3=1 4=0 5=1 6=960000 | |||
| 119 135 | |||
| Input data 0 1 data 0=224 1=224 2=3 | |||
| Convolution conv1 1 1 data conv1_conv1_relu 0=24 1=3 3=2 4=1 5=1 6=648 9=1 | |||
| Pooling pool1 1 1 conv1_conv1_relu pool1 1=3 2=2 | |||
| Split splitncnn_0 1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1 | |||
| Pooling resx1_match_conv 1 1 pool1_splitncnn_1 resx1_match_conv 0=1 1=3 2=2 | |||
| Convolution resx1_conv1 1 1 pool1_splitncnn_0 resx1_conv1_resx1_conv1_relu 0=54 1=1 5=1 6=1296 9=1 | |||
| ConvolutionDepthWise resx1_conv2 1 1 resx1_conv1_resx1_conv1_relu resx1_conv2_resx1_conv2_scale 0=54 1=3 3=2 4=1 5=1 6=486 7=54 | |||
| ConvolutionDepthWise resx1_conv3 1 1 resx1_conv2_resx1_conv2_scale resx1_conv3_resx1_conv3_scale 0=216 1=1 5=1 6=3888 7=3 | |||
| Concat resx1_concat 2 1 resx1_match_conv resx1_conv3_resx1_conv3_scale resx1_concat | |||
| ReLU resx1_concat_relu 1 1 resx1_concat resx1_concat_resx1_concat_relu | |||
| Split splitncnn_1 1 2 resx1_concat_resx1_concat_relu resx1_concat_resx1_concat_relu_splitncnn_0 resx1_concat_resx1_concat_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx2_conv1 1 1 resx1_concat_resx1_concat_relu_splitncnn_1 resx2_conv1_resx2_conv1_relu 0=60 1=1 5=1 6=4800 7=3 9=1 | |||
| ShuffleChannel shuffle2 1 1 resx2_conv1_resx2_conv1_relu shuffle2 0=3 | |||
| ConvolutionDepthWise resx2_conv2 1 1 shuffle2 resx2_conv2_resx2_conv2_scale 0=60 1=3 4=1 5=1 6=540 7=60 | |||
| ConvolutionDepthWise resx2_conv3 1 1 resx2_conv2_resx2_conv2_scale resx2_conv3_resx2_conv3_scale 0=240 1=1 5=1 6=4800 7=3 | |||
| Eltwise resx2_elewise 2 1 resx1_concat_resx1_concat_relu_splitncnn_0 resx2_conv3_resx2_conv3_scale resx2_elewise 0=1 | |||
| ReLU resx2_elewise_relu 1 1 resx2_elewise resx2_elewise_resx2_elewise_relu | |||
| Split splitncnn_2 1 2 resx2_elewise_resx2_elewise_relu resx2_elewise_resx2_elewise_relu_splitncnn_0 resx2_elewise_resx2_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx3_conv1 1 1 resx2_elewise_resx2_elewise_relu_splitncnn_1 resx3_conv1_resx3_conv1_relu 0=60 1=1 5=1 6=4800 7=3 9=1 | |||
| ShuffleChannel shuffle3 1 1 resx3_conv1_resx3_conv1_relu shuffle3 0=3 | |||
| ConvolutionDepthWise resx3_conv2 1 1 shuffle3 resx3_conv2_resx3_conv2_scale 0=60 1=3 4=1 5=1 6=540 7=60 | |||
| ConvolutionDepthWise resx3_conv3 1 1 resx3_conv2_resx3_conv2_scale resx3_conv3_resx3_conv3_scale 0=240 1=1 5=1 6=4800 7=3 | |||
| Eltwise resx3_elewise 2 1 resx2_elewise_resx2_elewise_relu_splitncnn_0 resx3_conv3_resx3_conv3_scale resx3_elewise 0=1 | |||
| ReLU resx3_elewise_relu 1 1 resx3_elewise resx3_elewise_resx3_elewise_relu | |||
| Split splitncnn_3 1 2 resx3_elewise_resx3_elewise_relu resx3_elewise_resx3_elewise_relu_splitncnn_0 resx3_elewise_resx3_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx4_conv1 1 1 resx3_elewise_resx3_elewise_relu_splitncnn_1 resx4_conv1_resx4_conv1_relu 0=60 1=1 5=1 6=4800 7=3 9=1 | |||
| ShuffleChannel shuffle4 1 1 resx4_conv1_resx4_conv1_relu shuffle4 0=3 | |||
| ConvolutionDepthWise resx4_conv2 1 1 shuffle4 resx4_conv2_resx4_conv2_scale 0=60 1=3 4=1 5=1 6=540 7=60 | |||
| ConvolutionDepthWise resx4_conv3 1 1 resx4_conv2_resx4_conv2_scale resx4_conv3_resx4_conv3_scale 0=240 1=1 5=1 6=4800 7=3 | |||
| Eltwise resx4_elewise 2 1 resx3_elewise_resx3_elewise_relu_splitncnn_0 resx4_conv3_resx4_conv3_scale resx4_elewise 0=1 | |||
| ReLU resx4_elewise_relu 1 1 resx4_elewise resx4_elewise_resx4_elewise_relu | |||
| Split splitncnn_4 1 2 resx4_elewise_resx4_elewise_relu resx4_elewise_resx4_elewise_relu_splitncnn_0 resx4_elewise_resx4_elewise_relu_splitncnn_1 | |||
| Pooling resx5_match_conv 1 1 resx4_elewise_resx4_elewise_relu_splitncnn_1 resx5_match_conv 0=1 1=3 2=2 | |||
| ConvolutionDepthWise resx5_conv1 1 1 resx4_elewise_resx4_elewise_relu_splitncnn_0 resx5_conv1_resx5_conv1_relu 0=60 1=1 5=1 6=4800 7=3 9=1 | |||
| ShuffleChannel shuffle5 1 1 resx5_conv1_resx5_conv1_relu shuffle5 0=3 | |||
| ConvolutionDepthWise resx5_conv2 1 1 shuffle5 resx5_conv2_resx5_conv2_scale 0=60 1=3 3=2 4=1 5=1 6=540 7=60 | |||
| ConvolutionDepthWise resx5_conv3 1 1 resx5_conv2_resx5_conv2_scale resx5_conv3_resx5_conv3_scale 0=240 1=1 5=1 6=4800 7=3 | |||
| Concat resx5_concat 2 1 resx5_match_conv resx5_conv3_resx5_conv3_scale resx5_concat | |||
| ReLU resx5_concat_relu 1 1 resx5_concat resx5_concat_resx5_concat_relu | |||
| Split splitncnn_5 1 2 resx5_concat_resx5_concat_relu resx5_concat_resx5_concat_relu_splitncnn_0 resx5_concat_resx5_concat_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx6_conv1 1 1 resx5_concat_resx5_concat_relu_splitncnn_1 resx6_conv1_resx6_conv1_relu 0=120 1=1 5=1 6=19200 7=3 9=1 | |||
| ShuffleChannel shuffle6 1 1 resx6_conv1_resx6_conv1_relu shuffle6 0=3 | |||
| ConvolutionDepthWise resx6_conv2 1 1 shuffle6 resx6_conv2_resx6_conv2_scale 0=120 1=3 4=1 5=1 6=1080 7=120 | |||
| ConvolutionDepthWise resx6_conv3 1 1 resx6_conv2_resx6_conv2_scale resx6_conv3_resx6_conv3_scale 0=480 1=1 5=1 6=19200 7=3 | |||
| Eltwise resx6_elewise 2 1 resx5_concat_resx5_concat_relu_splitncnn_0 resx6_conv3_resx6_conv3_scale resx6_elewise 0=1 | |||
| ReLU resx6_elewise_relu 1 1 resx6_elewise resx6_elewise_resx6_elewise_relu | |||
| Split splitncnn_6 1 2 resx6_elewise_resx6_elewise_relu resx6_elewise_resx6_elewise_relu_splitncnn_0 resx6_elewise_resx6_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx7_conv1 1 1 resx6_elewise_resx6_elewise_relu_splitncnn_1 resx7_conv1_resx7_conv1_relu 0=120 1=1 5=1 6=19200 7=3 9=1 | |||
| ShuffleChannel shuffle7 1 1 resx7_conv1_resx7_conv1_relu shuffle7 0=3 | |||
| ConvolutionDepthWise resx7_conv2 1 1 shuffle7 resx7_conv2_resx7_conv2_scale 0=120 1=3 4=1 5=1 6=1080 7=120 | |||
| ConvolutionDepthWise resx7_conv3 1 1 resx7_conv2_resx7_conv2_scale resx7_conv3_resx7_conv3_scale 0=480 1=1 5=1 6=19200 7=3 | |||
| Eltwise resx7_elewise 2 1 resx6_elewise_resx6_elewise_relu_splitncnn_0 resx7_conv3_resx7_conv3_scale resx7_elewise 0=1 | |||
| ReLU resx7_elewise_relu 1 1 resx7_elewise resx7_elewise_resx7_elewise_relu | |||
| Split splitncnn_7 1 2 resx7_elewise_resx7_elewise_relu resx7_elewise_resx7_elewise_relu_splitncnn_0 resx7_elewise_resx7_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx8_conv1 1 1 resx7_elewise_resx7_elewise_relu_splitncnn_1 resx8_conv1_resx8_conv1_relu 0=120 1=1 5=1 6=19200 7=3 9=1 | |||
| ShuffleChannel shuffle8 1 1 resx8_conv1_resx8_conv1_relu shuffle8 0=3 | |||
| ConvolutionDepthWise resx8_conv2 1 1 shuffle8 resx8_conv2_resx8_conv2_scale 0=120 1=3 4=1 5=1 6=1080 7=120 | |||
| ConvolutionDepthWise resx8_conv3 1 1 resx8_conv2_resx8_conv2_scale resx8_conv3_resx8_conv3_scale 0=480 1=1 5=1 6=19200 7=3 | |||
| Eltwise resx8_elewise 2 1 resx7_elewise_resx7_elewise_relu_splitncnn_0 resx8_conv3_resx8_conv3_scale resx8_elewise 0=1 | |||
| ReLU resx8_elewise_relu 1 1 resx8_elewise resx8_elewise_resx8_elewise_relu | |||
| Split splitncnn_8 1 2 resx8_elewise_resx8_elewise_relu resx8_elewise_resx8_elewise_relu_splitncnn_0 resx8_elewise_resx8_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx9_conv1 1 1 resx8_elewise_resx8_elewise_relu_splitncnn_1 resx9_conv1_resx9_conv1_relu 0=120 1=1 5=1 6=19200 7=3 9=1 | |||
| ShuffleChannel shuffle9 1 1 resx9_conv1_resx9_conv1_relu shuffle9 0=3 | |||
| ConvolutionDepthWise resx9_conv2 1 1 shuffle9 resx9_conv2_resx9_conv2_scale 0=120 1=3 4=1 5=1 6=1080 7=120 | |||
| ConvolutionDepthWise resx9_conv3 1 1 resx9_conv2_resx9_conv2_scale resx9_conv3_resx9_conv3_scale 0=480 1=1 5=1 6=19200 7=3 | |||
| Eltwise resx9_elewise 2 1 resx8_elewise_resx8_elewise_relu_splitncnn_0 resx9_conv3_resx9_conv3_scale resx9_elewise 0=1 | |||
| ReLU resx9_elewise_relu 1 1 resx9_elewise resx9_elewise_resx9_elewise_relu | |||
| Split splitncnn_9 1 2 resx9_elewise_resx9_elewise_relu resx9_elewise_resx9_elewise_relu_splitncnn_0 resx9_elewise_resx9_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx10_conv1 1 1 resx9_elewise_resx9_elewise_relu_splitncnn_1 resx10_conv1_resx10_conv1_relu 0=120 1=1 5=1 6=19200 7=3 9=1 | |||
| ShuffleChannel shuffle10 1 1 resx10_conv1_resx10_conv1_relu shuffle10 0=3 | |||
| ConvolutionDepthWise resx10_conv2 1 1 shuffle10 resx10_conv2_resx10_conv2_scale 0=120 1=3 4=1 5=1 6=1080 7=120 | |||
| ConvolutionDepthWise resx10_conv3 1 1 resx10_conv2_resx10_conv2_scale resx10_conv3_resx10_conv3_scale 0=480 1=1 5=1 6=19200 7=3 | |||
| Eltwise resx10_elewise 2 1 resx9_elewise_resx9_elewise_relu_splitncnn_0 resx10_conv3_resx10_conv3_scale resx10_elewise 0=1 | |||
| ReLU resx10_elewise_relu 1 1 resx10_elewise resx10_elewise_resx10_elewise_relu | |||
| Split splitncnn_10 1 2 resx10_elewise_resx10_elewise_relu resx10_elewise_resx10_elewise_relu_splitncnn_0 resx10_elewise_resx10_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx11_conv1 1 1 resx10_elewise_resx10_elewise_relu_splitncnn_1 resx11_conv1_resx11_conv1_relu 0=120 1=1 5=1 6=19200 7=3 9=1 | |||
| ShuffleChannel shuffle11 1 1 resx11_conv1_resx11_conv1_relu shuffle11 0=3 | |||
| ConvolutionDepthWise resx11_conv2 1 1 shuffle11 resx11_conv2_resx11_conv2_scale 0=120 1=3 4=1 5=1 6=1080 7=120 | |||
| ConvolutionDepthWise resx11_conv3 1 1 resx11_conv2_resx11_conv2_scale resx11_conv3_resx11_conv3_scale 0=480 1=1 5=1 6=19200 7=3 | |||
| Eltwise resx11_elewise 2 1 resx10_elewise_resx10_elewise_relu_splitncnn_0 resx11_conv3_resx11_conv3_scale resx11_elewise 0=1 | |||
| ReLU resx11_elewise_relu 1 1 resx11_elewise resx11_elewise_resx11_elewise_relu | |||
| Split splitncnn_11 1 2 resx11_elewise_resx11_elewise_relu resx11_elewise_resx11_elewise_relu_splitncnn_0 resx11_elewise_resx11_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx12_conv1 1 1 resx11_elewise_resx11_elewise_relu_splitncnn_1 resx12_conv1_resx12_conv1_relu 0=120 1=1 5=1 6=19200 7=3 9=1 | |||
| ShuffleChannel shuffle12 1 1 resx12_conv1_resx12_conv1_relu shuffle12 0=3 | |||
| ConvolutionDepthWise resx12_conv2 1 1 shuffle12 resx12_conv2_resx12_conv2_scale 0=120 1=3 4=1 5=1 6=1080 7=120 | |||
| ConvolutionDepthWise resx12_conv3 1 1 resx12_conv2_resx12_conv2_scale resx12_conv3_resx12_conv3_scale 0=480 1=1 5=1 6=19200 7=3 | |||
| Eltwise resx12_elewise 2 1 resx11_elewise_resx11_elewise_relu_splitncnn_0 resx12_conv3_resx12_conv3_scale resx12_elewise 0=1 | |||
| ReLU resx12_elewise_relu 1 1 resx12_elewise resx12_elewise_resx12_elewise_relu | |||
| Split splitncnn_12 1 2 resx12_elewise_resx12_elewise_relu resx12_elewise_resx12_elewise_relu_splitncnn_0 resx12_elewise_resx12_elewise_relu_splitncnn_1 | |||
| Pooling resx13_match_conv 1 1 resx12_elewise_resx12_elewise_relu_splitncnn_1 resx13_match_conv 0=1 1=3 2=2 | |||
| ConvolutionDepthWise resx13_conv1 1 1 resx12_elewise_resx12_elewise_relu_splitncnn_0 resx13_conv1_resx13_conv1_relu 0=120 1=1 5=1 6=19200 7=3 9=1 | |||
| ShuffleChannel shuffle13 1 1 resx13_conv1_resx13_conv1_relu shuffle13 0=3 | |||
| ConvolutionDepthWise resx13_conv2 1 1 shuffle13 resx13_conv2_resx13_conv2_scale 0=120 1=3 3=2 4=1 5=1 6=1080 7=120 | |||
| ConvolutionDepthWise resx13_conv3 1 1 resx13_conv2_resx13_conv2_scale resx13_conv3_resx13_conv3_scale 0=480 1=1 5=1 6=19200 7=3 | |||
| Concat resx13_concat 2 1 resx13_match_conv resx13_conv3_resx13_conv3_scale resx13_concat | |||
| ReLU resx13_concat_relu 1 1 resx13_concat resx13_concat_resx13_concat_relu | |||
| Split splitncnn_13 1 2 resx13_concat_resx13_concat_relu resx13_concat_resx13_concat_relu_splitncnn_0 resx13_concat_resx13_concat_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx14_conv1 1 1 resx13_concat_resx13_concat_relu_splitncnn_1 resx14_conv1_resx14_conv1_relu 0=240 1=1 5=1 6=76800 7=3 9=1 | |||
| ShuffleChannel shuffle14 1 1 resx14_conv1_resx14_conv1_relu shuffle14 0=3 | |||
| ConvolutionDepthWise resx14_conv2 1 1 shuffle14 resx14_conv2_resx14_conv2_scale 0=240 1=3 4=1 5=1 6=2160 7=240 | |||
| ConvolutionDepthWise resx14_conv3 1 1 resx14_conv2_resx14_conv2_scale resx14_conv3_resx14_conv3_scale 0=960 1=1 5=1 6=76800 7=3 | |||
| Eltwise resx14_elewise 2 1 resx13_concat_resx13_concat_relu_splitncnn_0 resx14_conv3_resx14_conv3_scale resx14_elewise 0=1 | |||
| ReLU resx14_elewise_relu 1 1 resx14_elewise resx14_elewise_resx14_elewise_relu | |||
| Split splitncnn_14 1 2 resx14_elewise_resx14_elewise_relu resx14_elewise_resx14_elewise_relu_splitncnn_0 resx14_elewise_resx14_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx15_conv1 1 1 resx14_elewise_resx14_elewise_relu_splitncnn_1 resx15_conv1_resx15_conv1_relu 0=240 1=1 5=1 6=76800 7=3 9=1 | |||
| ShuffleChannel shuffle15 1 1 resx15_conv1_resx15_conv1_relu shuffle15 0=3 | |||
| ConvolutionDepthWise resx15_conv2 1 1 shuffle15 resx15_conv2_resx15_conv2_scale 0=240 1=3 4=1 5=1 6=2160 7=240 | |||
| ConvolutionDepthWise resx15_conv3 1 1 resx15_conv2_resx15_conv2_scale resx15_conv3_resx15_conv3_scale 0=960 1=1 5=1 6=76800 7=3 | |||
| Eltwise resx15_elewise 2 1 resx14_elewise_resx14_elewise_relu_splitncnn_0 resx15_conv3_resx15_conv3_scale resx15_elewise 0=1 | |||
| ReLU resx15_elewise_relu 1 1 resx15_elewise resx15_elewise_resx15_elewise_relu | |||
| Split splitncnn_15 1 2 resx15_elewise_resx15_elewise_relu resx15_elewise_resx15_elewise_relu_splitncnn_0 resx15_elewise_resx15_elewise_relu_splitncnn_1 | |||
| ConvolutionDepthWise resx16_conv1 1 1 resx15_elewise_resx15_elewise_relu_splitncnn_1 resx16_conv1_resx16_conv1_relu 0=240 1=1 5=1 6=76800 7=3 9=1 | |||
| ShuffleChannel shuffle16 1 1 resx16_conv1_resx16_conv1_relu shuffle16 0=3 | |||
| ConvolutionDepthWise resx16_conv2 1 1 shuffle16 resx16_conv2_resx16_conv2_scale 0=240 1=3 4=1 5=1 6=2160 7=240 | |||
| ConvolutionDepthWise resx16_conv3 1 1 resx16_conv2_resx16_conv2_scale resx16_conv3_resx16_conv3_scale 0=960 1=1 5=1 6=76800 7=3 | |||
| Eltwise resx16_elewise 2 1 resx15_elewise_resx15_elewise_relu_splitncnn_0 resx16_conv3_resx16_conv3_scale resx16_elewise 0=1 | |||
| ReLU resx16_elewise_relu 1 1 resx16_elewise resx16_elewise_resx16_elewise_relu | |||
| Pooling pool_ave 1 1 resx16_elewise_resx16_elewise_relu pool_ave 0=1 4=1 | |||
| Convolution fc1000 1 1 pool_ave fc1000 0=1000 1=1 5=1 6=960000 | |||
+ 49
- 76
benchmark/squeezenet.param
View File
| @@ -1,77 +1,50 @@ | |||
| 7767517 | |||
| 75 83 | |||
| Input data 0 1 data 0=3 1=227 2=227 | |||
| Convolution conv1 1 1 data conv1 0=64 1=3 2=1 3=2 4=0 5=1 6=1728 | |||
| ReLU relu_conv1 1 1 conv1 conv1_relu_conv1 | |||
| Pooling pool1 1 1 conv1_relu_conv1 pool1 0=0 1=3 2=2 3=0 4=0 | |||
| Convolution fire2/squeeze1x1 1 1 pool1 fire2/squeeze1x1 0=16 1=1 2=1 3=1 4=0 5=1 6=1024 | |||
| ReLU fire2/relu_squeeze1x1 1 1 fire2/squeeze1x1 fire2/squeeze1x1_fire2/relu_squeeze1x1 | |||
| Split splitncnn_0 1 2 fire2/squeeze1x1_fire2/relu_squeeze1x1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire2/expand1x1 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 fire2/expand1x1 0=64 1=1 2=1 3=1 4=0 5=1 6=1024 | |||
| ReLU fire2/relu_expand1x1 1 1 fire2/expand1x1 fire2/expand1x1_fire2/relu_expand1x1 | |||
| Convolution fire2/expand3x3 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/expand3x3 0=64 1=3 2=1 3=1 4=1 5=1 6=9216 | |||
| ReLU fire2/relu_expand3x3 1 1 fire2/expand3x3 fire2/expand3x3_fire2/relu_expand3x3 | |||
| Concat fire2/concat 2 1 fire2/expand1x1_fire2/relu_expand1x1 fire2/expand3x3_fire2/relu_expand3x3 fire2/concat 0=0 | |||
| Convolution fire3/squeeze1x1 1 1 fire2/concat fire3/squeeze1x1 0=16 1=1 2=1 3=1 4=0 5=1 6=2048 | |||
| ReLU fire3/relu_squeeze1x1 1 1 fire3/squeeze1x1 fire3/squeeze1x1_fire3/relu_squeeze1x1 | |||
| Split splitncnn_1 1 2 fire3/squeeze1x1_fire3/relu_squeeze1x1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire3/expand1x1 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 fire3/expand1x1 0=64 1=1 2=1 3=1 4=0 5=1 6=1024 | |||
| ReLU fire3/relu_expand1x1 1 1 fire3/expand1x1 fire3/expand1x1_fire3/relu_expand1x1 | |||
| Convolution fire3/expand3x3 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/expand3x3 0=64 1=3 2=1 3=1 4=1 5=1 6=9216 | |||
| ReLU fire3/relu_expand3x3 1 1 fire3/expand3x3 fire3/expand3x3_fire3/relu_expand3x3 | |||
| Concat fire3/concat 2 1 fire3/expand1x1_fire3/relu_expand1x1 fire3/expand3x3_fire3/relu_expand3x3 fire3/concat 0=0 | |||
| Pooling pool3 1 1 fire3/concat pool3 0=0 1=3 2=2 3=0 4=0 | |||
| Convolution fire4/squeeze1x1 1 1 pool3 fire4/squeeze1x1 0=32 1=1 2=1 3=1 4=0 5=1 6=4096 | |||
| ReLU fire4/relu_squeeze1x1 1 1 fire4/squeeze1x1 fire4/squeeze1x1_fire4/relu_squeeze1x1 | |||
| Split splitncnn_2 1 2 fire4/squeeze1x1_fire4/relu_squeeze1x1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire4/expand1x1 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 fire4/expand1x1 0=128 1=1 2=1 3=1 4=0 5=1 6=4096 | |||
| ReLU fire4/relu_expand1x1 1 1 fire4/expand1x1 fire4/expand1x1_fire4/relu_expand1x1 | |||
| Convolution fire4/expand3x3 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/expand3x3 0=128 1=3 2=1 3=1 4=1 5=1 6=36864 | |||
| ReLU fire4/relu_expand3x3 1 1 fire4/expand3x3 fire4/expand3x3_fire4/relu_expand3x3 | |||
| Concat fire4/concat 2 1 fire4/expand1x1_fire4/relu_expand1x1 fire4/expand3x3_fire4/relu_expand3x3 fire4/concat 0=0 | |||
| Convolution fire5/squeeze1x1 1 1 fire4/concat fire5/squeeze1x1 0=32 1=1 2=1 3=1 4=0 5=1 6=8192 | |||
| ReLU fire5/relu_squeeze1x1 1 1 fire5/squeeze1x1 fire5/squeeze1x1_fire5/relu_squeeze1x1 | |||
| Split splitncnn_3 1 2 fire5/squeeze1x1_fire5/relu_squeeze1x1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire5/expand1x1 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 fire5/expand1x1 0=128 1=1 2=1 3=1 4=0 5=1 6=4096 | |||
| ReLU fire5/relu_expand1x1 1 1 fire5/expand1x1 fire5/expand1x1_fire5/relu_expand1x1 | |||
| Convolution fire5/expand3x3 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/expand3x3 0=128 1=3 2=1 3=1 4=1 5=1 6=36864 | |||
| ReLU fire5/relu_expand3x3 1 1 fire5/expand3x3 fire5/expand3x3_fire5/relu_expand3x3 | |||
| Concat fire5/concat 2 1 fire5/expand1x1_fire5/relu_expand1x1 fire5/expand3x3_fire5/relu_expand3x3 fire5/concat 0=0 | |||
| Pooling pool5 1 1 fire5/concat pool5 0=0 1=3 2=2 3=0 4=0 | |||
| Convolution fire6/squeeze1x1 1 1 pool5 fire6/squeeze1x1 0=48 1=1 2=1 3=1 4=0 5=1 6=12288 | |||
| ReLU fire6/relu_squeeze1x1 1 1 fire6/squeeze1x1 fire6/squeeze1x1_fire6/relu_squeeze1x1 | |||
| Split splitncnn_4 1 2 fire6/squeeze1x1_fire6/relu_squeeze1x1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire6/expand1x1 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 fire6/expand1x1 0=192 1=1 2=1 3=1 4=0 5=1 6=9216 | |||
| ReLU fire6/relu_expand1x1 1 1 fire6/expand1x1 fire6/expand1x1_fire6/relu_expand1x1 | |||
| Convolution fire6/expand3x3 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/expand3x3 0=192 1=3 2=1 3=1 4=1 5=1 6=82944 | |||
| ReLU fire6/relu_expand3x3 1 1 fire6/expand3x3 fire6/expand3x3_fire6/relu_expand3x3 | |||
| Concat fire6/concat 2 1 fire6/expand1x1_fire6/relu_expand1x1 fire6/expand3x3_fire6/relu_expand3x3 fire6/concat 0=0 | |||
| Convolution fire7/squeeze1x1 1 1 fire6/concat fire7/squeeze1x1 0=48 1=1 2=1 3=1 4=0 5=1 6=18432 | |||
| ReLU fire7/relu_squeeze1x1 1 1 fire7/squeeze1x1 fire7/squeeze1x1_fire7/relu_squeeze1x1 | |||
| Split splitncnn_5 1 2 fire7/squeeze1x1_fire7/relu_squeeze1x1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire7/expand1x1 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 fire7/expand1x1 0=192 1=1 2=1 3=1 4=0 5=1 6=9216 | |||
| ReLU fire7/relu_expand1x1 1 1 fire7/expand1x1 fire7/expand1x1_fire7/relu_expand1x1 | |||
| Convolution fire7/expand3x3 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/expand3x3 0=192 1=3 2=1 3=1 4=1 5=1 6=82944 | |||
| ReLU fire7/relu_expand3x3 1 1 fire7/expand3x3 fire7/expand3x3_fire7/relu_expand3x3 | |||
| Concat fire7/concat 2 1 fire7/expand1x1_fire7/relu_expand1x1 fire7/expand3x3_fire7/relu_expand3x3 fire7/concat 0=0 | |||
| Convolution fire8/squeeze1x1 1 1 fire7/concat fire8/squeeze1x1 0=64 1=1 2=1 3=1 4=0 5=1 6=24576 | |||
| ReLU fire8/relu_squeeze1x1 1 1 fire8/squeeze1x1 fire8/squeeze1x1_fire8/relu_squeeze1x1 | |||
| Split splitncnn_6 1 2 fire8/squeeze1x1_fire8/relu_squeeze1x1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire8/expand1x1 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 fire8/expand1x1 0=256 1=1 2=1 3=1 4=0 5=1 6=16384 | |||
| ReLU fire8/relu_expand1x1 1 1 fire8/expand1x1 fire8/expand1x1_fire8/relu_expand1x1 | |||
| Convolution fire8/expand3x3 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/expand3x3 0=256 1=3 2=1 3=1 4=1 5=1 6=147456 | |||
| ReLU fire8/relu_expand3x3 1 1 fire8/expand3x3 fire8/expand3x3_fire8/relu_expand3x3 | |||
| Concat fire8/concat 2 1 fire8/expand1x1_fire8/relu_expand1x1 fire8/expand3x3_fire8/relu_expand3x3 fire8/concat 0=0 | |||
| Convolution fire9/squeeze1x1 1 1 fire8/concat fire9/squeeze1x1 0=64 1=1 2=1 3=1 4=0 5=1 6=32768 | |||
| ReLU fire9/relu_squeeze1x1 1 1 fire9/squeeze1x1 fire9/squeeze1x1_fire9/relu_squeeze1x1 | |||
| Split splitncnn_7 1 2 fire9/squeeze1x1_fire9/relu_squeeze1x1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire9/expand1x1 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 fire9/expand1x1 0=256 1=1 2=1 3=1 4=0 5=1 6=16384 | |||
| ReLU fire9/relu_expand1x1 1 1 fire9/expand1x1 fire9/expand1x1_fire9/relu_expand1x1 | |||
| Convolution fire9/expand3x3 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/expand3x3 0=256 1=3 2=1 3=1 4=1 5=1 6=147456 | |||
| ReLU fire9/relu_expand3x3 1 1 fire9/expand3x3 fire9/expand3x3_fire9/relu_expand3x3 | |||
| Concat fire9/concat 2 1 fire9/expand1x1_fire9/relu_expand1x1 fire9/expand3x3_fire9/relu_expand3x3 fire9/concat 0=0 | |||
| Dropout drop9 1 1 fire9/concat fire9/concat_drop9 | |||
| Convolution conv10 1 1 fire9/concat_drop9 conv10 0=1000 1=1 2=1 3=1 4=1 5=1 6=512000 | |||
| ReLU relu_conv10 1 1 conv10 conv10_relu_conv10 | |||
| Pooling pool10 1 1 conv10_relu_conv10 pool10 0=1 1=0 2=1 3=0 4=1 | |||
| Softmax prob 1 1 pool10 prob 0=0 | |||
| 48 56 | |||
| Input data 0 1 data 0=3 1=227 2=227 | |||
| Convolution conv1 1 1 data conv1_relu_conv1 0=64 1=3 3=2 5=1 6=1728 9=1 | |||
| Pooling pool1 1 1 conv1_relu_conv1 pool1 1=3 2=2 | |||
| Convolution fire2/squeeze1x1 1 1 pool1 fire2/squeeze1x1_fire2/relu_squeeze1x1 0=16 1=1 5=1 6=1024 9=1 | |||
| Split splitncnn_0 1 2 fire2/squeeze1x1_fire2/relu_squeeze1x1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire2/expand1x1 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 fire2/expand1x1_fire2/relu_expand1x1 0=64 1=1 5=1 6=1024 9=1 | |||
| Convolution fire2/expand3x3 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/expand3x3_fire2/relu_expand3x3 0=64 1=3 4=1 5=1 6=9216 9=1 | |||
| Concat fire2/concat 2 1 fire2/expand1x1_fire2/relu_expand1x1 fire2/expand3x3_fire2/relu_expand3x3 fire2/concat | |||
| Convolution fire3/squeeze1x1 1 1 fire2/concat fire3/squeeze1x1_fire3/relu_squeeze1x1 0=16 1=1 5=1 6=2048 9=1 | |||
| Split splitncnn_1 1 2 fire3/squeeze1x1_fire3/relu_squeeze1x1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire3/expand1x1 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 fire3/expand1x1_fire3/relu_expand1x1 0=64 1=1 5=1 6=1024 9=1 | |||
| Convolution fire3/expand3x3 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/expand3x3_fire3/relu_expand3x3 0=64 1=3 4=1 5=1 6=9216 9=1 | |||
| Concat fire3/concat 2 1 fire3/expand1x1_fire3/relu_expand1x1 fire3/expand3x3_fire3/relu_expand3x3 fire3/concat | |||
| Pooling pool3 1 1 fire3/concat pool3 1=3 2=2 | |||
| Convolution fire4/squeeze1x1 1 1 pool3 fire4/squeeze1x1_fire4/relu_squeeze1x1 0=32 1=1 5=1 6=4096 9=1 | |||
| Split splitncnn_2 1 2 fire4/squeeze1x1_fire4/relu_squeeze1x1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire4/expand1x1 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 fire4/expand1x1_fire4/relu_expand1x1 0=128 1=1 5=1 6=4096 9=1 | |||
| Convolution fire4/expand3x3 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/expand3x3_fire4/relu_expand3x3 0=128 1=3 4=1 5=1 6=36864 9=1 | |||
| Concat fire4/concat 2 1 fire4/expand1x1_fire4/relu_expand1x1 fire4/expand3x3_fire4/relu_expand3x3 fire4/concat | |||
| Convolution fire5/squeeze1x1 1 1 fire4/concat fire5/squeeze1x1_fire5/relu_squeeze1x1 0=32 1=1 5=1 6=8192 9=1 | |||
| Split splitncnn_3 1 2 fire5/squeeze1x1_fire5/relu_squeeze1x1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire5/expand1x1 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 fire5/expand1x1_fire5/relu_expand1x1 0=128 1=1 5=1 6=4096 9=1 | |||
| Convolution fire5/expand3x3 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/expand3x3_fire5/relu_expand3x3 0=128 1=3 4=1 5=1 6=36864 9=1 | |||
| Concat fire5/concat 2 1 fire5/expand1x1_fire5/relu_expand1x1 fire5/expand3x3_fire5/relu_expand3x3 fire5/concat | |||
| Pooling pool5 1 1 fire5/concat pool5 1=3 2=2 | |||
| Convolution fire6/squeeze1x1 1 1 pool5 fire6/squeeze1x1_fire6/relu_squeeze1x1 0=48 1=1 5=1 6=12288 9=1 | |||
| Split splitncnn_4 1 2 fire6/squeeze1x1_fire6/relu_squeeze1x1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire6/expand1x1 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 fire6/expand1x1_fire6/relu_expand1x1 0=192 1=1 5=1 6=9216 9=1 | |||
| Convolution fire6/expand3x3 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/expand3x3_fire6/relu_expand3x3 0=192 1=3 4=1 5=1 6=82944 9=1 | |||
| Concat fire6/concat 2 1 fire6/expand1x1_fire6/relu_expand1x1 fire6/expand3x3_fire6/relu_expand3x3 fire6/concat | |||
| Convolution fire7/squeeze1x1 1 1 fire6/concat fire7/squeeze1x1_fire7/relu_squeeze1x1 0=48 1=1 5=1 6=18432 9=1 | |||
| Split splitncnn_5 1 2 fire7/squeeze1x1_fire7/relu_squeeze1x1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire7/expand1x1 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 fire7/expand1x1_fire7/relu_expand1x1 0=192 1=1 5=1 6=9216 9=1 | |||
| Convolution fire7/expand3x3 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/expand3x3_fire7/relu_expand3x3 0=192 1=3 4=1 5=1 6=82944 9=1 | |||
| Concat fire7/concat 2 1 fire7/expand1x1_fire7/relu_expand1x1 fire7/expand3x3_fire7/relu_expand3x3 fire7/concat | |||
| Convolution fire8/squeeze1x1 1 1 fire7/concat fire8/squeeze1x1_fire8/relu_squeeze1x1 0=64 1=1 5=1 6=24576 9=1 | |||
| Split splitncnn_6 1 2 fire8/squeeze1x1_fire8/relu_squeeze1x1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire8/expand1x1 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 fire8/expand1x1_fire8/relu_expand1x1 0=256 1=1 5=1 6=16384 9=1 | |||
| Convolution fire8/expand3x3 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/expand3x3_fire8/relu_expand3x3 0=256 1=3 4=1 5=1 6=147456 9=1 | |||
| Concat fire8/concat 2 1 fire8/expand1x1_fire8/relu_expand1x1 fire8/expand3x3_fire8/relu_expand3x3 fire8/concat | |||
| Convolution fire9/squeeze1x1 1 1 fire8/concat fire9/squeeze1x1_fire9/relu_squeeze1x1 0=64 1=1 5=1 6=32768 9=1 | |||
| Split splitncnn_7 1 2 fire9/squeeze1x1_fire9/relu_squeeze1x1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire9/expand1x1 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 fire9/expand1x1_fire9/relu_expand1x1 0=256 1=1 5=1 6=16384 9=1 | |||
| Convolution fire9/expand3x3 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/expand3x3_fire9/relu_expand3x3 0=256 1=3 4=1 5=1 6=147456 9=1 | |||
| Concat fire9/concat 2 1 fire9/expand1x1_fire9/relu_expand1x1 fire9/expand3x3_fire9/relu_expand3x3 fire9/concat_drop9 | |||
| Convolution conv10 1 1 fire9/concat_drop9 conv10_relu_conv10 0=1000 1=1 4=1 5=1 6=512000 9=1 | |||
| Pooling pool10 1 1 conv10_relu_conv10 pool10 0=1 4=1 | |||
| Softmax prob 1 1 pool10 prob | |||
+ 120
- 180
benchmark/squeezenet_ssd.param
View File
| @@ -1,181 +1,121 @@ | |||
| 7767517 | |||
| 179 212 | |||
| Input data 0 1 data 0=227 1=227 2=3 | |||
| Split splitncnn_0 1 7 data data_splitncnn_0 data_splitncnn_1 data_splitncnn_2 data_splitncnn_3 data_splitncnn_4 data_splitncnn_5 data_splitncnn_6 | |||
| Convolution conv1 1 1 data_splitncnn_6 conv1 0=64 1=3 2=1 3=2 4=0 5=1 6=1728 | |||
| ReLU relu_conv1 1 1 conv1 conv1_relu_conv1 | |||
| Pooling pool1 1 1 conv1_relu_conv1 pool1 0=0 1=3 2=2 3=0 4=0 | |||
| Convolution fire2/squeeze1x1 1 1 pool1 fire2/squeeze1x1 0=16 1=1 2=1 3=1 4=0 5=1 6=1024 | |||
| ReLU fire2/relu_squeeze1x1 1 1 fire2/squeeze1x1 fire2/squeeze1x1_fire2/relu_squeeze1x1 | |||
| Split splitncnn_1 1 2 fire2/squeeze1x1_fire2/relu_squeeze1x1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire2/expand1x1 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 fire2/expand1x1 0=64 1=1 2=1 3=1 4=0 5=1 6=1024 | |||
| ReLU fire2/relu_expand1x1 1 1 fire2/expand1x1 fire2/expand1x1_fire2/relu_expand1x1 | |||
| Convolution fire2/expand3x3 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/expand3x3 0=64 1=3 2=1 3=1 4=1 5=1 6=9216 | |||
| ReLU fire2/relu_expand3x3 1 1 fire2/expand3x3 fire2/expand3x3_fire2/relu_expand3x3 | |||
| Concat fire2/concat 2 1 fire2/expand1x1_fire2/relu_expand1x1 fire2/expand3x3_fire2/relu_expand3x3 fire2/concat 0=0 | |||
| Convolution fire3/squeeze1x1 1 1 fire2/concat fire3/squeeze1x1 0=16 1=1 2=1 3=1 4=0 5=1 6=2048 | |||
| ReLU fire3/relu_squeeze1x1 1 1 fire3/squeeze1x1 fire3/squeeze1x1_fire3/relu_squeeze1x1 | |||
| Split splitncnn_2 1 2 fire3/squeeze1x1_fire3/relu_squeeze1x1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire3/expand1x1 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 fire3/expand1x1 0=64 1=1 2=1 3=1 4=0 5=1 6=1024 | |||
| ReLU fire3/relu_expand1x1 1 1 fire3/expand1x1 fire3/expand1x1_fire3/relu_expand1x1 | |||
| Convolution fire3/expand3x3 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/expand3x3 0=64 1=3 2=1 3=1 4=1 5=1 6=9216 | |||
| ReLU fire3/relu_expand3x3 1 1 fire3/expand3x3 fire3/expand3x3_fire3/relu_expand3x3 | |||
| Concat fire3/concat 2 1 fire3/expand1x1_fire3/relu_expand1x1 fire3/expand3x3_fire3/relu_expand3x3 fire3/concat 0=0 | |||
| Pooling pool3 1 1 fire3/concat pool3 0=0 1=3 2=2 3=0 4=0 | |||
| Convolution fire4/squeeze1x1 1 1 pool3 fire4/squeeze1x1 0=32 1=1 2=1 3=1 4=0 5=1 6=4096 | |||
| ReLU fire4/relu_squeeze1x1 1 1 fire4/squeeze1x1 fire4/squeeze1x1_fire4/relu_squeeze1x1 | |||
| Split splitncnn_3 1 2 fire4/squeeze1x1_fire4/relu_squeeze1x1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire4/expand1x1 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 fire4/expand1x1 0=128 1=1 2=1 3=1 4=0 5=1 6=4096 | |||
| ReLU fire4/relu_expand1x1 1 1 fire4/expand1x1 fire4/expand1x1_fire4/relu_expand1x1 | |||
| Convolution fire4/expand3x3 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/expand3x3 0=128 1=3 2=1 3=1 4=1 5=1 6=36864 | |||
| ReLU fire4/relu_expand3x3 1 1 fire4/expand3x3 fire4/expand3x3_fire4/relu_expand3x3 | |||
| Concat fire4/concat 2 1 fire4/expand1x1_fire4/relu_expand1x1 fire4/expand3x3_fire4/relu_expand3x3 fire4/concat 0=0 | |||
| Convolution fire5/squeeze1x1 1 1 fire4/concat fire5/squeeze1x1 0=32 1=1 2=1 3=1 4=0 5=1 6=8192 | |||
| ReLU fire5/relu_squeeze1x1 1 1 fire5/squeeze1x1 fire5/squeeze1x1_fire5/relu_squeeze1x1 | |||
| Split splitncnn_4 1 2 fire5/squeeze1x1_fire5/relu_squeeze1x1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire5/expand1x1 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 fire5/expand1x1 0=128 1=1 2=1 3=1 4=0 5=1 6=4096 | |||
| ReLU fire5/relu_expand1x1 1 1 fire5/expand1x1 fire5/expand1x1_fire5/relu_expand1x1 | |||
| Convolution fire5/expand3x3 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/expand3x3 0=128 1=3 2=1 3=1 4=1 5=1 6=36864 | |||
| ReLU fire5/relu_expand3x3 1 1 fire5/expand3x3 fire5/expand3x3_fire5/relu_expand3x3 | |||
| Concat fire5/concat 2 1 fire5/expand1x1_fire5/relu_expand1x1 fire5/expand3x3_fire5/relu_expand3x3 fire5/concat 0=0 | |||
| Split splitncnn_5 1 2 fire5/concat fire5/concat_splitncnn_0 fire5/concat_splitncnn_1 | |||
| Pooling pool5 1 1 fire5/concat_splitncnn_1 pool5 0=0 1=3 2=2 3=0 4=0 | |||
| Convolution fire6/squeeze1x1 1 1 pool5 fire6/squeeze1x1 0=48 1=1 2=1 3=1 4=0 5=1 6=12288 | |||
| ReLU fire6/relu_squeeze1x1 1 1 fire6/squeeze1x1 fire6/squeeze1x1_fire6/relu_squeeze1x1 | |||
| Split splitncnn_6 1 2 fire6/squeeze1x1_fire6/relu_squeeze1x1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire6/expand1x1 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 fire6/expand1x1 0=192 1=1 2=1 3=1 4=0 5=1 6=9216 | |||
| ReLU fire6/relu_expand1x1 1 1 fire6/expand1x1 fire6/expand1x1_fire6/relu_expand1x1 | |||
| Convolution fire6/expand3x3 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/expand3x3 0=192 1=3 2=1 3=1 4=1 5=1 6=82944 | |||
| ReLU fire6/relu_expand3x3 1 1 fire6/expand3x3 fire6/expand3x3_fire6/relu_expand3x3 | |||
| Concat fire6/concat 2 1 fire6/expand1x1_fire6/relu_expand1x1 fire6/expand3x3_fire6/relu_expand3x3 fire6/concat 0=0 | |||
| Convolution fire7/squeeze1x1 1 1 fire6/concat fire7/squeeze1x1 0=48 1=1 2=1 3=1 4=0 5=1 6=18432 | |||
| ReLU fire7/relu_squeeze1x1 1 1 fire7/squeeze1x1 fire7/squeeze1x1_fire7/relu_squeeze1x1 | |||
| Split splitncnn_7 1 2 fire7/squeeze1x1_fire7/relu_squeeze1x1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire7/expand1x1 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 fire7/expand1x1 0=192 1=1 2=1 3=1 4=0 5=1 6=9216 | |||
| ReLU fire7/relu_expand1x1 1 1 fire7/expand1x1 fire7/expand1x1_fire7/relu_expand1x1 | |||
| Convolution fire7/expand3x3 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/expand3x3 0=192 1=3 2=1 3=1 4=1 5=1 6=82944 | |||
| ReLU fire7/relu_expand3x3 1 1 fire7/expand3x3 fire7/expand3x3_fire7/relu_expand3x3 | |||
| Concat fire7/concat 2 1 fire7/expand1x1_fire7/relu_expand1x1 fire7/expand3x3_fire7/relu_expand3x3 fire7/concat 0=0 | |||
| Convolution fire8/squeeze1x1 1 1 fire7/concat fire8/squeeze1x1 0=64 1=1 2=1 3=1 4=0 5=1 6=24576 | |||
| ReLU fire8/relu_squeeze1x1 1 1 fire8/squeeze1x1 fire8/squeeze1x1_fire8/relu_squeeze1x1 | |||
| Split splitncnn_8 1 2 fire8/squeeze1x1_fire8/relu_squeeze1x1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire8/expand1x1 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 fire8/expand1x1 0=256 1=1 2=1 3=1 4=0 5=1 6=16384 | |||
| ReLU fire8/relu_expand1x1 1 1 fire8/expand1x1 fire8/expand1x1_fire8/relu_expand1x1 | |||
| Convolution fire8/expand3x3 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/expand3x3 0=256 1=3 2=1 3=1 4=1 5=1 6=147456 | |||
| ReLU fire8/relu_expand3x3 1 1 fire8/expand3x3 fire8/expand3x3_fire8/relu_expand3x3 | |||
| Concat fire8/concat 2 1 fire8/expand1x1_fire8/relu_expand1x1 fire8/expand3x3_fire8/relu_expand3x3 fire8/concat 0=0 | |||
| Convolution fire9/squeeze1x1 1 1 fire8/concat fire9/squeeze1x1 0=64 1=1 2=1 3=1 4=0 5=1 6=32768 | |||
| ReLU fire9/relu_squeeze1x1 1 1 fire9/squeeze1x1 fire9/squeeze1x1_fire9/relu_squeeze1x1 | |||
| Split splitncnn_9 1 2 fire9/squeeze1x1_fire9/relu_squeeze1x1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire9/expand1x1 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 fire9/expand1x1 0=256 1=1 2=1 3=1 4=0 5=1 6=16384 | |||
| BatchNorm fire9/expand1x1/bn 1 1 fire9/expand1x1 fire9/expand1x1_fire9/expand1x1/bn 0=256 | |||
| Scale fire9/expand1x1/scale 1 1 fire9/expand1x1_fire9/expand1x1/bn fire9/expand1x1_fire9/expand1x1/scale 0=256 1=1 | |||
| ReLU fire9/relu_expand1x1 1 1 fire9/expand1x1_fire9/expand1x1/scale fire9/expand1x1_fire9/relu_expand1x1 | |||
| Convolution fire9/expand3x3 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/expand3x3 0=256 1=3 2=1 3=1 4=1 5=1 6=147456 | |||
| BatchNorm fire9/expand3x3/bn 1 1 fire9/expand3x3 fire9/expand3x3_fire9/expand3x3/bn 0=256 | |||
| Scale fire9/expand3x3/scale 1 1 fire9/expand3x3_fire9/expand3x3/bn fire9/expand3x3_fire9/expand3x3/scale 0=256 1=1 | |||
| ReLU fire9/relu_expand3x3 1 1 fire9/expand3x3_fire9/expand3x3/scale fire9/expand3x3_fire9/relu_expand3x3 | |||
| Concat fire9/concat 2 1 fire9/expand1x1_fire9/relu_expand1x1 fire9/expand3x3_fire9/relu_expand3x3 fire9/concat 0=0 | |||
| Split splitncnn_10 1 4 fire9/concat fire9/concat_splitncnn_0 fire9/concat_splitncnn_1 fire9/concat_splitncnn_2 fire9/concat_splitncnn_3 | |||
| Pooling pool9 1 1 fire9/concat_splitncnn_3 pool9 0=0 1=3 2=2 3=0 4=0 | |||
| Convolution fire10/squeeze1x1 1 1 pool9 fire10/squeeze1x1 0=96 1=1 2=1 3=1 4=0 5=1 6=49152 | |||
| BatchNorm fire10/squeeze1x1/bn 1 1 fire10/squeeze1x1 fire10/squeeze1x1_fire10/squeeze1x1/bn 0=96 | |||
| Scale fire10/squeeze1x1/scale 1 1 fire10/squeeze1x1_fire10/squeeze1x1/bn fire10/squeeze1x1_fire10/squeeze1x1/scale 0=96 1=1 | |||
| ReLU fire10/relu_squeeze1x1 1 1 fire10/squeeze1x1_fire10/squeeze1x1/scale fire10/squeeze1x1_fire10/relu_squeeze1x1 | |||
| Split splitncnn_11 1 2 fire10/squeeze1x1_fire10/relu_squeeze1x1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_0 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire10/expand1x1 1 1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_1 fire10/expand1x1 0=384 1=1 2=1 3=1 4=0 5=1 6=36864 | |||
| BatchNorm fire10/expand1x1/bn 1 1 fire10/expand1x1 fire10/expand1x1_fire10/expand1x1/bn 0=384 | |||
| Scale fire10/expand1x1/scale 1 1 fire10/expand1x1_fire10/expand1x1/bn fire10/expand1x1_fire10/expand1x1/scale 0=384 1=1 | |||
| ReLU fire10/relu_expand1x1 1 1 fire10/expand1x1_fire10/expand1x1/scale fire10/expand1x1_fire10/relu_expand1x1 | |||
| Convolution fire10/expand3x3 1 1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_0 fire10/expand3x3 0=384 1=3 2=1 3=1 4=1 5=1 6=331776 | |||
| BatchNorm fire10/expand3x3/bn 1 1 fire10/expand3x3 fire10/expand3x3_fire10/expand3x3/bn 0=384 | |||
| Scale fire10/expand3x3/scale 1 1 fire10/expand3x3_fire10/expand3x3/bn fire10/expand3x3_fire10/expand3x3/scale 0=384 1=1 | |||
| ReLU fire10/relu_expand3x3 1 1 fire10/expand3x3_fire10/expand3x3/scale fire10/expand3x3_fire10/relu_expand3x3 | |||
| Concat fire10/concat 2 1 fire10/expand1x1_fire10/relu_expand1x1 fire10/expand3x3_fire10/relu_expand3x3 fire10/concat 0=0 | |||
| Split splitncnn_12 1 4 fire10/concat fire10/concat_splitncnn_0 fire10/concat_splitncnn_1 fire10/concat_splitncnn_2 fire10/concat_splitncnn_3 | |||
| Pooling pool10 1 1 fire10/concat_splitncnn_3 pool10 0=0 1=3 2=2 3=0 4=0 | |||
| Convolution fire11/squeeze1x1 1 1 pool10 fire11/squeeze1x1 0=96 1=1 2=1 3=1 4=0 5=1 6=73728 | |||
| BatchNorm fire11/squeeze1x1/bn 1 1 fire11/squeeze1x1 fire11/squeeze1x1_fire11/squeeze1x1/bn 0=96 | |||
| Scale fire11/squeeze1x1/scale 1 1 fire11/squeeze1x1_fire11/squeeze1x1/bn fire11/squeeze1x1_fire11/squeeze1x1/scale 0=96 1=1 | |||
| ReLU fire11/relu_squeeze1x1 1 1 fire11/squeeze1x1_fire11/squeeze1x1/scale fire11/squeeze1x1_fire11/relu_squeeze1x1 | |||
| Split splitncnn_13 1 2 fire11/squeeze1x1_fire11/relu_squeeze1x1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_0 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire11/expand1x1 1 1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_1 fire11/expand1x1 0=384 1=1 2=1 3=1 4=0 5=1 6=36864 | |||
| BatchNorm fire11/expand1x1/bn 1 1 fire11/expand1x1 fire11/expand1x1_fire11/expand1x1/bn 0=384 | |||
| Scale fire11/expand1x1/scale 1 1 fire11/expand1x1_fire11/expand1x1/bn fire11/expand1x1_fire11/expand1x1/scale 0=384 1=1 | |||
| ReLU fire11/relu_expand1x1 1 1 fire11/expand1x1_fire11/expand1x1/scale fire11/expand1x1_fire11/relu_expand1x1 | |||
| Convolution fire11/expand3x3 1 1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_0 fire11/expand3x3 0=384 1=3 2=1 3=1 4=1 5=1 6=331776 | |||
| BatchNorm fire11/expand3x3/bn 1 1 fire11/expand3x3 fire11/expand3x3_fire11/expand3x3/bn 0=384 | |||
| Scale fire11/expand3x3/scale 1 1 fire11/expand3x3_fire11/expand3x3/bn fire11/expand3x3_fire11/expand3x3/scale 0=384 1=1 | |||
| ReLU fire11/relu_expand3x3 1 1 fire11/expand3x3_fire11/expand3x3/scale fire11/expand3x3_fire11/relu_expand3x3 | |||
| Concat fire11/concat 2 1 fire11/expand1x1_fire11/relu_expand1x1 fire11/expand3x3_fire11/relu_expand3x3 fire11/concat 0=0 | |||
| Split splitncnn_14 1 4 fire11/concat fire11/concat_splitncnn_0 fire11/concat_splitncnn_1 fire11/concat_splitncnn_2 fire11/concat_splitncnn_3 | |||
| Convolution conv12_1 1 1 fire11/concat_splitncnn_3 conv12_1 0=128 1=1 2=1 3=1 4=0 5=0 6=98304 | |||
| BatchNorm conv12_1/bn 1 1 conv12_1 conv12_1_conv12_1/bn 0=128 | |||
| Scale conv12_1/scale 1 1 conv12_1_conv12_1/bn conv12_1_conv12_1/scale 0=128 1=1 | |||
| ReLU conv12_1/relu 1 1 conv12_1_conv12_1/scale conv12_1_conv12_1/relu | |||
| Convolution conv12_2 1 1 conv12_1_conv12_1/relu conv12_2 0=256 1=3 2=1 3=2 4=1 5=0 6=294912 | |||
| BatchNorm conv12_2/bn 1 1 conv12_2 conv12_2_conv12_2/bn 0=256 | |||
| Scale conv12_2/scale 1 1 conv12_2_conv12_2/bn conv12_2_conv12_2/scale 0=256 1=1 | |||
| ReLU conv12_2/relu 1 1 conv12_2_conv12_2/scale conv12_2_conv12_2/relu | |||
| Split splitncnn_15 1 4 conv12_2_conv12_2/relu conv12_2_conv12_2/relu_splitncnn_0 conv12_2_conv12_2/relu_splitncnn_1 conv12_2_conv12_2/relu_splitncnn_2 conv12_2_conv12_2/relu_splitncnn_3 | |||
| Convolution conv13_1 1 1 conv12_2_conv12_2/relu_splitncnn_3 conv13_1 0=64 1=1 2=1 3=1 4=0 5=0 6=16384 | |||
| BatchNorm conv13_1/bn 1 1 conv13_1 conv13_1_conv13_1/bn 0=64 | |||
| Scale conv13_1/scale 1 1 conv13_1_conv13_1/bn conv13_1_conv13_1/scale 0=64 1=1 | |||
| ReLU conv13_1/relu 1 1 conv13_1_conv13_1/scale conv13_1_conv13_1/relu | |||
| Convolution conv13_2 1 1 conv13_1_conv13_1/relu conv13_2 0=128 1=3 2=1 3=2 4=1 5=0 6=73728 | |||
| BatchNorm conv13_2/bn 1 1 conv13_2 conv13_2_conv13_2/bn 0=128 | |||
| Scale conv13_2/scale 1 1 conv13_2_conv13_2/bn conv13_2_conv13_2/scale 0=128 1=1 | |||
| ReLU conv13_2/relu 1 1 conv13_2_conv13_2/scale conv13_2_conv13_2/relu | |||
| Split splitncnn_16 1 3 conv13_2_conv13_2/relu conv13_2_conv13_2/relu_splitncnn_0 conv13_2_conv13_2/relu_splitncnn_1 conv13_2_conv13_2/relu_splitncnn_2 | |||
| BatchNorm fire5/bn 1 1 fire5/concat_splitncnn_0 fire5/normal 0=256 | |||
| Scale fire5/scale 1 1 fire5/normal fire5/normal_fire5/scale 0=256 1=1 | |||
| Split splitncnn_17 1 3 fire5/normal_fire5/scale fire5/normal_fire5/scale_splitncnn_0 fire5/normal_fire5/scale_splitncnn_1 fire5/normal_fire5/scale_splitncnn_2 | |||
| Convolution fire5_mbox_loc 1 1 fire5/normal_fire5/scale_splitncnn_2 fire5_mbox_loc 0=16 1=3 2=1 3=1 4=1 5=1 6=36864 | |||
| Permute fire5_mbox_loc_perm 1 1 fire5_mbox_loc fire5_mbox_loc_perm 0=3 | |||
| Flatten fire5_mbox_loc_flat 1 1 fire5_mbox_loc_perm fire5_mbox_loc_flat | |||
| Convolution fire5_mbox_conf 1 1 fire5/normal_fire5/scale_splitncnn_1 fire5_mbox_conf 0=84 1=3 2=1 3=1 4=1 5=1 6=193536 | |||
| Permute fire5_mbox_conf_perm 1 1 fire5_mbox_conf fire5_mbox_conf_perm 0=3 | |||
| Flatten fire5_mbox_conf_flat 1 1 fire5_mbox_conf_perm fire5_mbox_conf_flat | |||
| PriorBox fire5_mbox_priorbox 2 1 fire5/normal_fire5/scale_splitncnn_0 data_splitncnn_5 fire5_mbox_priorbox -23300=1,21.000000 -23301=1,45.000000 -23302=1,2.000000 3=0.100000 4=0.100000 5=0.200000 6=0.200000 7=1 8=0 9=-233 10=-233 11=8.000000 12=8.000000 13=0.500000 | |||
| Convolution fire9_mbox_loc 1 1 fire9/concat_splitncnn_2 fire9_mbox_loc 0=24 1=3 2=1 3=1 4=1 5=1 6=110592 | |||
| Permute fire9_mbox_loc_perm 1 1 fire9_mbox_loc fire9_mbox_loc_perm 0=3 | |||
| Flatten fire9_mbox_loc_flat 1 1 fire9_mbox_loc_perm fire9_mbox_loc_flat | |||
| Convolution fire9_mbox_conf 1 1 fire9/concat_splitncnn_1 fire9_mbox_conf 0=126 1=3 2=1 3=1 4=1 5=1 6=580608 | |||
| Permute fire9_mbox_conf_perm 1 1 fire9_mbox_conf fire9_mbox_conf_perm 0=3 | |||
| Flatten fire9_mbox_conf_flat 1 1 fire9_mbox_conf_perm fire9_mbox_conf_flat | |||
| PriorBox fire9_mbox_priorbox 2 1 fire9/concat_splitncnn_0 data_splitncnn_4 fire9_mbox_priorbox -23300=1,45.000000 -23301=1,99.000000 -23302=2,2.000000,3.000000 3=0.100000 4=0.100000 5=0.200000 6=0.200000 7=1 8=0 9=-233 10=-233 11=16.000000 12=16.000000 13=0.500000 | |||
| Convolution fire10_mbox_loc 1 1 fire10/concat_splitncnn_2 fire10_mbox_loc 0=24 1=3 2=1 3=1 4=1 5=1 6=165888 | |||
| Permute fire10_mbox_loc_perm 1 1 fire10_mbox_loc fire10_mbox_loc_perm 0=3 | |||
| Flatten fire10_mbox_loc_flat 1 1 fire10_mbox_loc_perm fire10_mbox_loc_flat | |||
| Convolution fire10_mbox_conf 1 1 fire10/concat_splitncnn_1 fire10_mbox_conf 0=126 1=3 2=1 3=1 4=1 5=1 6=870912 | |||
| Permute fire10_mbox_conf_perm 1 1 fire10_mbox_conf fire10_mbox_conf_perm 0=3 | |||
| Flatten fire10_mbox_conf_flat 1 1 fire10_mbox_conf_perm fire10_mbox_conf_flat | |||
| PriorBox fire10_mbox_priorbox 2 1 fire10/concat_splitncnn_0 data_splitncnn_3 fire10_mbox_priorbox -23300=1,99.000000 -23301=1,153.000000 -23302=2,2.000000,3.000000 3=0.100000 4=0.100000 5=0.200000 6=0.200000 7=1 8=0 9=-233 10=-233 11=32.000000 12=32.000000 13=0.500000 | |||
| Convolution fire11_mbox_loc 1 1 fire11/concat_splitncnn_2 fire11_mbox_loc 0=24 1=3 2=1 3=1 4=1 5=1 6=165888 | |||
| Permute fire11_mbox_loc_perm 1 1 fire11_mbox_loc fire11_mbox_loc_perm 0=3 | |||
| Flatten fire11_mbox_loc_flat 1 1 fire11_mbox_loc_perm fire11_mbox_loc_flat | |||
| Convolution fire11_mbox_conf 1 1 fire11/concat_splitncnn_1 fire11_mbox_conf 0=126 1=3 2=1 3=1 4=1 5=1 6=870912 | |||
| Permute fire11_mbox_conf_perm 1 1 fire11_mbox_conf fire11_mbox_conf_perm 0=3 | |||
| Flatten fire11_mbox_conf_flat 1 1 fire11_mbox_conf_perm fire11_mbox_conf_flat | |||
| PriorBox fire11_mbox_priorbox 2 1 fire11/concat_splitncnn_0 data_splitncnn_2 fire11_mbox_priorbox -23300=1,153.000000 -23301=1,207.000000 -23302=2,2.000000,3.000000 3=0.100000 4=0.100000 5=0.200000 6=0.200000 7=1 8=0 9=-233 10=-233 11=64.000000 12=64.000000 13=0.500000 | |||
| Convolution conv12_2_mbox_loc 1 1 conv12_2_conv12_2/relu_splitncnn_2 conv12_2_mbox_loc 0=24 1=3 2=1 3=1 4=1 5=1 6=55296 | |||
| Permute conv12_2_mbox_loc_perm 1 1 conv12_2_mbox_loc conv12_2_mbox_loc_perm 0=3 | |||
| Flatten conv12_2_mbox_loc_flat 1 1 conv12_2_mbox_loc_perm conv12_2_mbox_loc_flat | |||
| Convolution conv12_2_mbox_conf 1 1 conv12_2_conv12_2/relu_splitncnn_1 conv12_2_mbox_conf 0=126 1=3 2=1 3=1 4=1 5=1 6=290304 | |||
| Permute conv12_2_mbox_conf_perm 1 1 conv12_2_mbox_conf conv12_2_mbox_conf_perm 0=3 | |||
| Flatten conv12_2_mbox_conf_flat 1 1 conv12_2_mbox_conf_perm conv12_2_mbox_conf_flat | |||
| PriorBox conv12_2_mbox_priorbox 2 1 conv12_2_conv12_2/relu_splitncnn_0 data_splitncnn_1 conv12_2_mbox_priorbox -23300=1,207.000000 -23301=1,261.000000 -23302=2,2.000000,3.000000 3=0.100000 4=0.100000 5=0.200000 6=0.200000 7=1 8=0 9=-233 10=-233 11=100.000000 12=100.000000 13=0.500000 | |||
| Convolution conv13_2_mbox_loc 1 1 conv13_2_conv13_2/relu_splitncnn_2 conv13_2_mbox_loc 0=16 1=3 2=1 3=1 4=1 5=1 6=18432 | |||
| Permute conv13_2_mbox_loc_perm 1 1 conv13_2_mbox_loc conv13_2_mbox_loc_perm 0=3 | |||
| Flatten conv13_2_mbox_loc_flat 1 1 conv13_2_mbox_loc_perm conv13_2_mbox_loc_flat | |||
| Convolution conv13_2_mbox_conf 1 1 conv13_2_conv13_2/relu_splitncnn_1 conv13_2_mbox_conf 0=84 1=3 2=1 3=1 4=1 5=1 6=96768 | |||
| Permute conv13_2_mbox_conf_perm 1 1 conv13_2_mbox_conf conv13_2_mbox_conf_perm 0=3 | |||
| Flatten conv13_2_mbox_conf_flat 1 1 conv13_2_mbox_conf_perm conv13_2_mbox_conf_flat | |||
| PriorBox conv13_2_mbox_priorbox 2 1 conv13_2_conv13_2/relu_splitncnn_0 data_splitncnn_0 conv13_2_mbox_priorbox -23300=1,261.000000 -23301=1,315.000000 -23302=1,2.000000 3=0.100000 4=0.100000 5=0.200000 6=0.200000 7=1 8=0 9=-233 10=-233 11=300.000000 12=300.000000 13=0.500000 | |||
| Concat mbox_loc 6 1 fire5_mbox_loc_flat fire9_mbox_loc_flat fire10_mbox_loc_flat fire11_mbox_loc_flat conv12_2_mbox_loc_flat conv13_2_mbox_loc_flat mbox_loc 0=0 | |||
| Concat mbox_conf 6 1 fire5_mbox_conf_flat fire9_mbox_conf_flat fire10_mbox_conf_flat fire11_mbox_conf_flat conv12_2_mbox_conf_flat conv13_2_mbox_conf_flat mbox_conf 0=0 | |||
| Concat mbox_priorbox 6 1 fire5_mbox_priorbox fire9_mbox_priorbox fire10_mbox_priorbox fire11_mbox_priorbox conv12_2_mbox_priorbox conv13_2_mbox_priorbox mbox_priorbox 0=1 | |||
| Reshape mbox_conf_reshape 1 1 mbox_conf mbox_conf_reshape 0=21 1=-1 2=-233 3=0 | |||
| Softmax mbox_conf_softmax 1 1 mbox_conf_reshape mbox_conf_softmax 0=1 1=1 | |||
| Flatten mbox_conf_flatten 1 1 mbox_conf_softmax mbox_conf_flatten | |||
| DetectionOutput detection_out 3 1 mbox_loc mbox_conf_flatten mbox_priorbox detection_out 0=21 1=0.450000 2=100 3=100 4=0.250000 | |||
| 119 152 | |||
| Input data 0 1 data 0=227 1=227 2=3 | |||
| Split splitncnn_0 1 7 data data_splitncnn_0 data_splitncnn_1 data_splitncnn_2 data_splitncnn_3 data_splitncnn_4 data_splitncnn_5 data_splitncnn_6 | |||
| Convolution conv1 1 1 data_splitncnn_6 conv1_relu_conv1 0=64 1=3 3=2 5=1 6=1728 9=1 | |||
| Pooling pool1 1 1 conv1_relu_conv1 pool1 1=3 2=2 | |||
| Convolution fire2/squeeze1x1 1 1 pool1 fire2/squeeze1x1_fire2/relu_squeeze1x1 0=16 1=1 5=1 6=1024 9=1 | |||
| Split splitncnn_1 1 2 fire2/squeeze1x1_fire2/relu_squeeze1x1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire2/expand1x1 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 fire2/expand1x1_fire2/relu_expand1x1 0=64 1=1 5=1 6=1024 9=1 | |||
| Convolution fire2/expand3x3 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/expand3x3_fire2/relu_expand3x3 0=64 1=3 4=1 5=1 6=9216 9=1 | |||
| Concat fire2/concat 2 1 fire2/expand1x1_fire2/relu_expand1x1 fire2/expand3x3_fire2/relu_expand3x3 fire2/concat | |||
| Convolution fire3/squeeze1x1 1 1 fire2/concat fire3/squeeze1x1_fire3/relu_squeeze1x1 0=16 1=1 5=1 6=2048 9=1 | |||
| Split splitncnn_2 1 2 fire3/squeeze1x1_fire3/relu_squeeze1x1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire3/expand1x1 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 fire3/expand1x1_fire3/relu_expand1x1 0=64 1=1 5=1 6=1024 9=1 | |||
| Convolution fire3/expand3x3 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/expand3x3_fire3/relu_expand3x3 0=64 1=3 4=1 5=1 6=9216 9=1 | |||
| Concat fire3/concat 2 1 fire3/expand1x1_fire3/relu_expand1x1 fire3/expand3x3_fire3/relu_expand3x3 fire3/concat | |||
| Pooling pool3 1 1 fire3/concat pool3 1=3 2=2 | |||
| Convolution fire4/squeeze1x1 1 1 pool3 fire4/squeeze1x1_fire4/relu_squeeze1x1 0=32 1=1 5=1 6=4096 9=1 | |||
| Split splitncnn_3 1 2 fire4/squeeze1x1_fire4/relu_squeeze1x1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire4/expand1x1 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 fire4/expand1x1_fire4/relu_expand1x1 0=128 1=1 5=1 6=4096 9=1 | |||
| Convolution fire4/expand3x3 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/expand3x3_fire4/relu_expand3x3 0=128 1=3 4=1 5=1 6=36864 9=1 | |||
| Concat fire4/concat 2 1 fire4/expand1x1_fire4/relu_expand1x1 fire4/expand3x3_fire4/relu_expand3x3 fire4/concat | |||
| Convolution fire5/squeeze1x1 1 1 fire4/concat fire5/squeeze1x1_fire5/relu_squeeze1x1 0=32 1=1 5=1 6=8192 9=1 | |||
| Split splitncnn_4 1 2 fire5/squeeze1x1_fire5/relu_squeeze1x1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire5/expand1x1 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 fire5/expand1x1_fire5/relu_expand1x1 0=128 1=1 5=1 6=4096 9=1 | |||
| Convolution fire5/expand3x3 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/expand3x3_fire5/relu_expand3x3 0=128 1=3 4=1 5=1 6=36864 9=1 | |||
| Concat fire5/concat 2 1 fire5/expand1x1_fire5/relu_expand1x1 fire5/expand3x3_fire5/relu_expand3x3 fire5/concat | |||
| Split splitncnn_5 1 2 fire5/concat fire5/concat_splitncnn_0 fire5/concat_splitncnn_1 | |||
| Pooling pool5 1 1 fire5/concat_splitncnn_1 pool5 1=3 2=2 | |||
| Convolution fire6/squeeze1x1 1 1 pool5 fire6/squeeze1x1_fire6/relu_squeeze1x1 0=48 1=1 5=1 6=12288 9=1 | |||
| Split splitncnn_6 1 2 fire6/squeeze1x1_fire6/relu_squeeze1x1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire6/expand1x1 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 fire6/expand1x1_fire6/relu_expand1x1 0=192 1=1 5=1 6=9216 9=1 | |||
| Convolution fire6/expand3x3 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/expand3x3_fire6/relu_expand3x3 0=192 1=3 4=1 5=1 6=82944 9=1 | |||
| Concat fire6/concat 2 1 fire6/expand1x1_fire6/relu_expand1x1 fire6/expand3x3_fire6/relu_expand3x3 fire6/concat | |||
| Convolution fire7/squeeze1x1 1 1 fire6/concat fire7/squeeze1x1_fire7/relu_squeeze1x1 0=48 1=1 5=1 6=18432 9=1 | |||
| Split splitncnn_7 1 2 fire7/squeeze1x1_fire7/relu_squeeze1x1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire7/expand1x1 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 fire7/expand1x1_fire7/relu_expand1x1 0=192 1=1 5=1 6=9216 9=1 | |||
| Convolution fire7/expand3x3 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/expand3x3_fire7/relu_expand3x3 0=192 1=3 4=1 5=1 6=82944 9=1 | |||
| Concat fire7/concat 2 1 fire7/expand1x1_fire7/relu_expand1x1 fire7/expand3x3_fire7/relu_expand3x3 fire7/concat | |||
| Convolution fire8/squeeze1x1 1 1 fire7/concat fire8/squeeze1x1_fire8/relu_squeeze1x1 0=64 1=1 5=1 6=24576 9=1 | |||
| Split splitncnn_8 1 2 fire8/squeeze1x1_fire8/relu_squeeze1x1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire8/expand1x1 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 fire8/expand1x1_fire8/relu_expand1x1 0=256 1=1 5=1 6=16384 9=1 | |||
| Convolution fire8/expand3x3 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/expand3x3_fire8/relu_expand3x3 0=256 1=3 4=1 5=1 6=147456 9=1 | |||
| Concat fire8/concat 2 1 fire8/expand1x1_fire8/relu_expand1x1 fire8/expand3x3_fire8/relu_expand3x3 fire8/concat | |||
| Convolution fire9/squeeze1x1 1 1 fire8/concat fire9/squeeze1x1_fire9/relu_squeeze1x1 0=64 1=1 5=1 6=32768 9=1 | |||
| Split splitncnn_9 1 2 fire9/squeeze1x1_fire9/relu_squeeze1x1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire9/expand1x1 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 fire9/expand1x1_fire9/relu_expand1x1 0=256 1=1 5=1 6=16384 9=1 | |||
| Convolution fire9/expand3x3 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/expand3x3_fire9/relu_expand3x3 0=256 1=3 4=1 5=1 6=147456 9=1 | |||
| Concat fire9/concat 2 1 fire9/expand1x1_fire9/relu_expand1x1 fire9/expand3x3_fire9/relu_expand3x3 fire9/concat | |||
| Split splitncnn_10 1 4 fire9/concat fire9/concat_splitncnn_0 fire9/concat_splitncnn_1 fire9/concat_splitncnn_2 fire9/concat_splitncnn_3 | |||
| Pooling pool9 1 1 fire9/concat_splitncnn_3 pool9 1=3 2=2 | |||
| Convolution fire10/squeeze1x1 1 1 pool9 fire10/squeeze1x1_fire10/relu_squeeze1x1 0=96 1=1 5=1 6=49152 9=1 | |||
| Split splitncnn_11 1 2 fire10/squeeze1x1_fire10/relu_squeeze1x1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_0 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire10/expand1x1 1 1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_1 fire10/expand1x1_fire10/relu_expand1x1 0=384 1=1 5=1 6=36864 9=1 | |||
| Convolution fire10/expand3x3 1 1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_0 fire10/expand3x3_fire10/relu_expand3x3 0=384 1=3 4=1 5=1 6=331776 9=1 | |||
| Concat fire10/concat 2 1 fire10/expand1x1_fire10/relu_expand1x1 fire10/expand3x3_fire10/relu_expand3x3 fire10/concat | |||
| Split splitncnn_12 1 4 fire10/concat fire10/concat_splitncnn_0 fire10/concat_splitncnn_1 fire10/concat_splitncnn_2 fire10/concat_splitncnn_3 | |||
| Pooling pool10 1 1 fire10/concat_splitncnn_3 pool10 1=3 2=2 | |||
| Convolution fire11/squeeze1x1 1 1 pool10 fire11/squeeze1x1_fire11/relu_squeeze1x1 0=96 1=1 5=1 6=73728 9=1 | |||
| Split splitncnn_13 1 2 fire11/squeeze1x1_fire11/relu_squeeze1x1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_0 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_1 | |||
| Convolution fire11/expand1x1 1 1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_1 fire11/expand1x1_fire11/relu_expand1x1 0=384 1=1 5=1 6=36864 9=1 | |||
| Convolution fire11/expand3x3 1 1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_0 fire11/expand3x3_fire11/relu_expand3x3 0=384 1=3 4=1 5=1 6=331776 9=1 | |||
| Concat fire11/concat 2 1 fire11/expand1x1_fire11/relu_expand1x1 fire11/expand3x3_fire11/relu_expand3x3 fire11/concat | |||
| Split splitncnn_14 1 4 fire11/concat fire11/concat_splitncnn_0 fire11/concat_splitncnn_1 fire11/concat_splitncnn_2 fire11/concat_splitncnn_3 | |||
| Convolution conv12_1 1 1 fire11/concat_splitncnn_3 conv12_1_conv12_1/relu 0=128 1=1 5=1 6=98304 9=1 | |||
| Convolution conv12_2 1 1 conv12_1_conv12_1/relu conv12_2_conv12_2/relu 0=256 1=3 3=2 4=1 5=1 6=294912 9=1 | |||
| Split splitncnn_15 1 4 conv12_2_conv12_2/relu conv12_2_conv12_2/relu_splitncnn_0 conv12_2_conv12_2/relu_splitncnn_1 conv12_2_conv12_2/relu_splitncnn_2 conv12_2_conv12_2/relu_splitncnn_3 | |||
| Convolution conv13_1 1 1 conv12_2_conv12_2/relu_splitncnn_3 conv13_1_conv13_1/relu 0=64 1=1 5=1 6=16384 9=1 | |||
| Convolution conv13_2 1 1 conv13_1_conv13_1/relu conv13_2_conv13_2/relu 0=128 1=3 3=2 4=1 5=1 6=73728 9=1 | |||
| Split splitncnn_16 1 3 conv13_2_conv13_2/relu conv13_2_conv13_2/relu_splitncnn_0 conv13_2_conv13_2/relu_splitncnn_1 conv13_2_conv13_2/relu_splitncnn_2 | |||
| BatchNorm fire5/bn 1 1 fire5/concat_splitncnn_0 fire5/normal_fire5/scale 0=256 | |||
| Split splitncnn_17 1 3 fire5/normal_fire5/scale fire5/normal_fire5/scale_splitncnn_0 fire5/normal_fire5/scale_splitncnn_1 fire5/normal_fire5/scale_splitncnn_2 | |||
| Convolution fire5_mbox_loc 1 1 fire5/normal_fire5/scale_splitncnn_2 fire5_mbox_loc 0=16 1=3 4=1 5=1 6=36864 | |||
| Permute fire5_mbox_loc_perm 1 1 fire5_mbox_loc fire5_mbox_loc_perm 0=3 | |||
| Flatten fire5_mbox_loc_flat 1 1 fire5_mbox_loc_perm fire5_mbox_loc_flat | |||
| Convolution fire5_mbox_conf 1 1 fire5/normal_fire5/scale_splitncnn_1 fire5_mbox_conf 0=84 1=3 4=1 5=1 6=193536 | |||
| Permute fire5_mbox_conf_perm 1 1 fire5_mbox_conf fire5_mbox_conf_perm 0=3 | |||
| Flatten fire5_mbox_conf_flat 1 1 fire5_mbox_conf_perm fire5_mbox_conf_flat | |||
| PriorBox fire5_mbox_priorbox 2 1 fire5/normal_fire5/scale_splitncnn_0 data_splitncnn_5 fire5_mbox_priorbox -23300=1,1101529088 -23301=1,1110704128 -23302=1,1073741824 9=-233 10=-233 11=8.000000 12=8.000000 13=0.500000 | |||
| Convolution fire9_mbox_loc 1 1 fire9/concat_splitncnn_2 fire9_mbox_loc 0=24 1=3 4=1 5=1 6=110592 | |||
| Permute fire9_mbox_loc_perm 1 1 fire9_mbox_loc fire9_mbox_loc_perm 0=3 | |||
| Flatten fire9_mbox_loc_flat 1 1 fire9_mbox_loc_perm fire9_mbox_loc_flat | |||
| Convolution fire9_mbox_conf 1 1 fire9/concat_splitncnn_1 fire9_mbox_conf 0=126 1=3 4=1 5=1 6=580608 | |||
| Permute fire9_mbox_conf_perm 1 1 fire9_mbox_conf fire9_mbox_conf_perm 0=3 | |||
| Flatten fire9_mbox_conf_flat 1 1 fire9_mbox_conf_perm fire9_mbox_conf_flat | |||
| PriorBox fire9_mbox_priorbox 2 1 fire9/concat_splitncnn_0 data_splitncnn_4 fire9_mbox_priorbox -23300=1,1110704128 -23301=1,1120272384 -23302=2,1073741824,1077936128 9=-233 10=-233 11=16.000000 12=16.000000 13=0.500000 | |||
| Convolution fire10_mbox_loc 1 1 fire10/concat_splitncnn_2 fire10_mbox_loc 0=24 1=3 4=1 5=1 6=165888 | |||
| Permute fire10_mbox_loc_perm 1 1 fire10_mbox_loc fire10_mbox_loc_perm 0=3 | |||
| Flatten fire10_mbox_loc_flat 1 1 fire10_mbox_loc_perm fire10_mbox_loc_flat | |||
| Convolution fire10_mbox_conf 1 1 fire10/concat_splitncnn_1 fire10_mbox_conf 0=126 1=3 4=1 5=1 6=870912 | |||
| Permute fire10_mbox_conf_perm 1 1 fire10_mbox_conf fire10_mbox_conf_perm 0=3 | |||
| Flatten fire10_mbox_conf_flat 1 1 fire10_mbox_conf_perm fire10_mbox_conf_flat | |||
| PriorBox fire10_mbox_priorbox 2 1 fire10/concat_splitncnn_0 data_splitncnn_3 fire10_mbox_priorbox -23300=1,1120272384 -23301=1,1125711872 -23302=2,1073741824,1077936128 9=-233 10=-233 11=32.000000 12=32.000000 13=0.500000 | |||
| Convolution fire11_mbox_loc 1 1 fire11/concat_splitncnn_2 fire11_mbox_loc 0=24 1=3 4=1 5=1 6=165888 | |||
| Permute fire11_mbox_loc_perm 1 1 fire11_mbox_loc fire11_mbox_loc_perm 0=3 | |||
| Flatten fire11_mbox_loc_flat 1 1 fire11_mbox_loc_perm fire11_mbox_loc_flat | |||
| Convolution fire11_mbox_conf 1 1 fire11/concat_splitncnn_1 fire11_mbox_conf 0=126 1=3 4=1 5=1 6=870912 | |||
| Permute fire11_mbox_conf_perm 1 1 fire11_mbox_conf fire11_mbox_conf_perm 0=3 | |||
| Flatten fire11_mbox_conf_flat 1 1 fire11_mbox_conf_perm fire11_mbox_conf_flat | |||
| PriorBox fire11_mbox_priorbox 2 1 fire11/concat_splitncnn_0 data_splitncnn_2 fire11_mbox_priorbox -23300=1,1125711872 -23301=1,1129250816 -23302=2,1073741824,1077936128 9=-233 10=-233 11=64.000000 12=64.000000 13=0.500000 | |||
| Convolution conv12_2_mbox_loc 1 1 conv12_2_conv12_2/relu_splitncnn_2 conv12_2_mbox_loc 0=24 1=3 4=1 5=1 6=55296 | |||
| Permute conv12_2_mbox_loc_perm 1 1 conv12_2_mbox_loc conv12_2_mbox_loc_perm 0=3 | |||
| Flatten conv12_2_mbox_loc_flat 1 1 conv12_2_mbox_loc_perm conv12_2_mbox_loc_flat | |||
| Convolution conv12_2_mbox_conf 1 1 conv12_2_conv12_2/relu_splitncnn_1 conv12_2_mbox_conf 0=126 1=3 4=1 5=1 6=290304 | |||
| Permute conv12_2_mbox_conf_perm 1 1 conv12_2_mbox_conf conv12_2_mbox_conf_perm 0=3 | |||
| Flatten conv12_2_mbox_conf_flat 1 1 conv12_2_mbox_conf_perm conv12_2_mbox_conf_flat | |||
| PriorBox conv12_2_mbox_priorbox 2 1 conv12_2_conv12_2/relu_splitncnn_0 data_splitncnn_1 conv12_2_mbox_priorbox -23300=1,1129250816 -23301=1,1132625920 -23302=2,1073741824,1077936128 9=-233 10=-233 11=100.000000 12=100.000000 13=0.500000 | |||
| Convolution conv13_2_mbox_loc 1 1 conv13_2_conv13_2/relu_splitncnn_2 conv13_2_mbox_loc 0=16 1=3 4=1 5=1 6=18432 | |||
| Permute conv13_2_mbox_loc_perm 1 1 conv13_2_mbox_loc conv13_2_mbox_loc_perm 0=3 | |||
| Flatten conv13_2_mbox_loc_flat 1 1 conv13_2_mbox_loc_perm conv13_2_mbox_loc_flat | |||
| Convolution conv13_2_mbox_conf 1 1 conv13_2_conv13_2/relu_splitncnn_1 conv13_2_mbox_conf 0=84 1=3 4=1 5=1 6=96768 | |||
| Permute conv13_2_mbox_conf_perm 1 1 conv13_2_mbox_conf conv13_2_mbox_conf_perm 0=3 | |||
| Flatten conv13_2_mbox_conf_flat 1 1 conv13_2_mbox_conf_perm conv13_2_mbox_conf_flat | |||
| PriorBox conv13_2_mbox_priorbox 2 1 conv13_2_conv13_2/relu_splitncnn_0 data_splitncnn_0 conv13_2_mbox_priorbox -23300=1,1132625920 -23301=1,1134395392 -23302=1,1073741824 9=-233 10=-233 11=300.000000 12=300.000000 13=0.500000 | |||
| Concat mbox_loc 6 1 fire5_mbox_loc_flat fire9_mbox_loc_flat fire10_mbox_loc_flat fire11_mbox_loc_flat conv12_2_mbox_loc_flat conv13_2_mbox_loc_flat mbox_loc | |||
| Concat mbox_conf 6 1 fire5_mbox_conf_flat fire9_mbox_conf_flat fire10_mbox_conf_flat fire11_mbox_conf_flat conv12_2_mbox_conf_flat conv13_2_mbox_conf_flat mbox_conf | |||
| Concat mbox_priorbox 6 1 fire5_mbox_priorbox fire9_mbox_priorbox fire10_mbox_priorbox fire11_mbox_priorbox conv12_2_mbox_priorbox conv13_2_mbox_priorbox mbox_priorbox 0=1 | |||
| Reshape mbox_conf_reshape 1 1 mbox_conf mbox_conf_reshape 0=21 1=-1 | |||
| Softmax mbox_conf_softmax 1 1 mbox_conf_reshape mbox_conf_softmax 0=1 1=1 | |||
| Flatten mbox_conf_flatten 1 1 mbox_conf_softmax mbox_conf_flatten | |||
| DetectionOutput detection_out 3 1 mbox_loc mbox_conf_flatten mbox_priorbox detection_out 0=21 1=0.450000 2=100 4=0.250000 | |||
+ 26
- 41
benchmark/vgg16.param
View File
| @@ -1,42 +1,27 @@ | |||
| 7767517 | |||
| 40 40 | |||
| Input data 0 1 data 0=3 1=224 2=224 | |||
| Convolution conv1_1 1 1 data conv1_1 0=64 1=3 2=1 3=1 4=1 5=1 6=1728 | |||
| ReLU relu1_1 1 1 conv1_1 conv1_1_relu1_1 | |||
| Convolution conv1_2 1 1 conv1_1_relu1_1 conv1_2 0=64 1=3 2=1 3=1 4=1 5=1 6=36864 | |||
| ReLU relu1_2 1 1 conv1_2 conv1_2_relu1_2 | |||
| Pooling pool1 1 1 conv1_2_relu1_2 pool1 0=0 1=2 2=2 3=0 4=0 | |||
| Convolution conv2_1 1 1 pool1 conv2_1 0=128 1=3 2=1 3=1 4=1 5=1 6=73728 | |||
| ReLU relu2_1 1 1 conv2_1 conv2_1_relu2_1 | |||
| Convolution conv2_2 1 1 conv2_1_relu2_1 conv2_2 0=128 1=3 2=1 3=1 4=1 5=1 6=147456 | |||
| ReLU relu2_2 1 1 conv2_2 conv2_2_relu2_2 | |||
| Pooling pool2 1 1 conv2_2_relu2_2 pool2 0=0 1=2 2=2 3=0 4=0 | |||
| Convolution conv3_1 1 1 pool2 conv3_1 0=256 1=3 2=1 3=1 4=1 5=1 6=294912 | |||
| ReLU relu3_1 1 1 conv3_1 conv3_1_relu3_1 | |||
| Convolution conv3_2 1 1 conv3_1_relu3_1 conv3_2 0=256 1=3 2=1 3=1 4=1 5=1 6=589824 | |||
| ReLU relu3_2 1 1 conv3_2 conv3_2_relu3_2 | |||
| Convolution conv3_3 1 1 conv3_2_relu3_2 conv3_3 0=256 1=3 2=1 3=1 4=1 5=1 6=589824 | |||
| ReLU relu3_3 1 1 conv3_3 conv3_3_relu3_3 | |||
| Pooling pool3 1 1 conv3_3_relu3_3 pool3 0=0 1=2 2=2 3=0 4=0 | |||
| Convolution conv4_1 1 1 pool3 conv4_1 0=512 1=3 2=1 3=1 4=1 5=1 6=1179648 | |||
| ReLU relu4_1 1 1 conv4_1 conv4_1_relu4_1 | |||
| Convolution conv4_2 1 1 conv4_1_relu4_1 conv4_2 0=512 1=3 2=1 3=1 4=1 5=1 6=2359296 | |||
| ReLU relu4_2 1 1 conv4_2 conv4_2_relu4_2 | |||
| Convolution conv4_3 1 1 conv4_2_relu4_2 conv4_3 0=512 1=3 2=1 3=1 4=1 5=1 6=2359296 | |||
| ReLU relu4_3 1 1 conv4_3 conv4_3_relu4_3 | |||
| Pooling pool4 1 1 conv4_3_relu4_3 pool4 0=0 1=2 2=2 3=0 4=0 | |||
| Convolution conv5_1 1 1 pool4 conv5_1 0=512 1=3 2=1 3=1 4=1 5=1 6=2359296 | |||
| ReLU relu5_1 1 1 conv5_1 conv5_1_relu5_1 | |||
| Convolution conv5_2 1 1 conv5_1_relu5_1 conv5_2 0=512 1=3 2=1 3=1 4=1 5=1 6=2359296 | |||
| ReLU relu5_2 1 1 conv5_2 conv5_2_relu5_2 | |||
| Convolution conv5_3 1 1 conv5_2_relu5_2 conv5_3 0=512 1=3 2=1 3=1 4=1 5=1 6=2359296 | |||
| ReLU relu5_3 1 1 conv5_3 conv5_3_relu5_3 | |||
| Pooling pool5 1 1 conv5_3_relu5_3 pool5 0=0 1=2 2=2 3=0 4=0 | |||
| InnerProduct fc6 1 1 pool5 fc6 0=4096 1=1 2=102760448 | |||
| ReLU relu6 1 1 fc6 fc6_relu6 | |||
| Dropout drop6 1 1 fc6_relu6 fc6_drop6 0=0.500000 | |||
| InnerProduct fc7 1 1 fc6_drop6 fc7 0=4096 1=1 2=16777216 | |||
| ReLU relu7 1 1 fc7 fc7_relu7 | |||
| Dropout drop7 1 1 fc7_relu7 fc7_drop7 0=0.500000 | |||
| InnerProduct fc8 1 1 fc7_drop7 fc8 0=1000 1=1 2=4096000 | |||
| Softmax prob 1 1 fc8 prob 0=0 | |||
| 25 25 | |||
| Input data 0 1 data 0=3 1=224 2=224 | |||
| Convolution conv1_1 1 1 data conv1_1_relu1_1 0=64 1=3 4=1 5=1 6=1728 9=1 | |||
| Convolution conv1_2 1 1 conv1_1_relu1_1 conv1_2_relu1_2 0=64 1=3 4=1 5=1 6=36864 9=1 | |||
| Pooling pool1 1 1 conv1_2_relu1_2 pool1 1=2 2=2 | |||
| Convolution conv2_1 1 1 pool1 conv2_1_relu2_1 0=128 1=3 4=1 5=1 6=73728 9=1 | |||
| Convolution conv2_2 1 1 conv2_1_relu2_1 conv2_2_relu2_2 0=128 1=3 4=1 5=1 6=147456 9=1 | |||
| Pooling pool2 1 1 conv2_2_relu2_2 pool2 1=2 2=2 | |||
| Convolution conv3_1 1 1 pool2 conv3_1_relu3_1 0=256 1=3 4=1 5=1 6=294912 9=1 | |||
| Convolution conv3_2 1 1 conv3_1_relu3_1 conv3_2_relu3_2 0=256 1=3 4=1 5=1 6=589824 9=1 | |||
| Convolution conv3_3 1 1 conv3_2_relu3_2 conv3_3_relu3_3 0=256 1=3 4=1 5=1 6=589824 9=1 | |||
| Pooling pool3 1 1 conv3_3_relu3_3 pool3 1=2 2=2 | |||
| Convolution conv4_1 1 1 pool3 conv4_1_relu4_1 0=512 1=3 4=1 5=1 6=1179648 9=1 | |||
| Convolution conv4_2 1 1 conv4_1_relu4_1 conv4_2_relu4_2 0=512 1=3 4=1 5=1 6=2359296 9=1 | |||
| Convolution conv4_3 1 1 conv4_2_relu4_2 conv4_3_relu4_3 0=512 1=3 4=1 5=1 6=2359296 9=1 | |||
| Pooling pool4 1 1 conv4_3_relu4_3 pool4 1=2 2=2 | |||
| Convolution conv5_1 1 1 pool4 conv5_1_relu5_1 0=512 1=3 4=1 5=1 6=2359296 9=1 | |||
| Convolution conv5_2 1 1 conv5_1_relu5_1 conv5_2_relu5_2 0=512 1=3 4=1 5=1 6=2359296 9=1 | |||
| Convolution conv5_3 1 1 conv5_2_relu5_2 conv5_3_relu5_3 0=512 1=3 4=1 5=1 6=2359296 9=1 | |||
| Pooling pool5 1 1 conv5_3_relu5_3 pool5 1=2 2=2 | |||
| InnerProduct fc6 1 1 pool5 fc6_relu6 0=4096 1=1 2=102760448 9=1 | |||
| Dropout drop6 1 1 fc6_relu6 fc6_drop6 0=0.500000 | |||
| InnerProduct fc7 1 1 fc6_drop6 fc7_relu7 0=4096 1=1 2=16777216 9=1 | |||
| Dropout drop7 1 1 fc7_relu7 fc7_drop7 0=0.500000 | |||
| InnerProduct fc8 1 1 fc7_drop7 fc8 0=1000 1=1 2=4096000 | |||
| Softmax prob 1 1 fc8 prob | |||
+ 8
- 0
tools/CMakeLists.txt
View File
| @@ -15,3 +15,11 @@ target_link_libraries(ncnn2mem PRIVATE ncnn) | |||
| if(NCNN_VULKAN) | |||
| target_link_libraries(ncnn2mem PRIVATE ${Vulkan_LIBRARY}) | |||
| endif() | |||
| add_executable(ncnnoptimize ncnnoptimize.cpp) | |||
| target_link_libraries(ncnnoptimize PRIVATE ncnn) | |||
| if(NCNN_VULKAN) | |||
| target_link_libraries(ncnnoptimize PRIVATE ${Vulkan_LIBRARY}) | |||
| endif() | |||