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ncnn/benchmark/vgg16.param

vgg16.param 3.0 kB
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benchmark routine :)
8 years ago
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  1. 7767517

  2. 40 40

  3. Input            data             0 1 data 0=3 1=224 2=224

  4. Convolution      conv1_1          1 1 data conv1_1 0=64 1=3 2=1 3=1 4=1 5=1 6=1728

  5. ReLU             relu1_1          1 1 conv1_1 conv1_1_relu1_1

  6. 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

  7. ReLU             relu1_2          1 1 conv1_2 conv1_2_relu1_2

  8. Pooling          pool1            1 1 conv1_2_relu1_2 pool1 0=0 1=2 2=2 3=0 4=0

  9. Convolution      conv2_1          1 1 pool1 conv2_1 0=128 1=3 2=1 3=1 4=1 5=1 6=73728

  10. ReLU             relu2_1          1 1 conv2_1 conv2_1_relu2_1

  11. 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

  12. ReLU             relu2_2          1 1 conv2_2 conv2_2_relu2_2

  13. Pooling          pool2            1 1 conv2_2_relu2_2 pool2 0=0 1=2 2=2 3=0 4=0

  14. Convolution      conv3_1          1 1 pool2 conv3_1 0=256 1=3 2=1 3=1 4=1 5=1 6=294912

  15. ReLU             relu3_1          1 1 conv3_1 conv3_1_relu3_1

  16. 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

  17. ReLU             relu3_2          1 1 conv3_2 conv3_2_relu3_2

  18. 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

  19. ReLU             relu3_3          1 1 conv3_3 conv3_3_relu3_3

  20. Pooling          pool3            1 1 conv3_3_relu3_3 pool3 0=0 1=2 2=2 3=0 4=0

  21. Convolution      conv4_1          1 1 pool3 conv4_1 0=512 1=3 2=1 3=1 4=1 5=1 6=1179648

  22. ReLU             relu4_1          1 1 conv4_1 conv4_1_relu4_1

  23. 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

  24. ReLU             relu4_2          1 1 conv4_2 conv4_2_relu4_2

  25. 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

  26. ReLU             relu4_3          1 1 conv4_3 conv4_3_relu4_3

  27. Pooling          pool4            1 1 conv4_3_relu4_3 pool4 0=0 1=2 2=2 3=0 4=0

  28. Convolution      conv5_1          1 1 pool4 conv5_1 0=512 1=3 2=1 3=1 4=1 5=1 6=2359296

  29. ReLU             relu5_1          1 1 conv5_1 conv5_1_relu5_1

  30. 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

  31. ReLU             relu5_2          1 1 conv5_2 conv5_2_relu5_2

  32. 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

  33. ReLU             relu5_3          1 1 conv5_3 conv5_3_relu5_3

  34. Pooling          pool5            1 1 conv5_3_relu5_3 pool5 0=0 1=2 2=2 3=0 4=0

  35. InnerProduct     fc6              1 1 pool5 fc6 0=4096 1=1 2=102760448

  36. ReLU             relu6            1 1 fc6 fc6_relu6

  37. Dropout          drop6            1 1 fc6_relu6 fc6_drop6 0=0.500000

  38. InnerProduct     fc7              1 1 fc6_drop6 fc7 0=4096 1=1 2=16777216

  39. ReLU             relu7            1 1 fc7 fc7_relu7

  40. Dropout          drop7            1 1 fc7_relu7 fc7_drop7 0=0.500000

  41. InnerProduct     fc8              1 1 fc7_drop7 fc8 0=1000 1=1 2=4096000

  42. Softmax          prob             1 1 fc8 prob 0=0

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