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ncnn/benchmark/squeezenet.param

squeezenet.param 8.2 kB
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benchmark routine :)
8 years ago
update fused param files, enable ncnnoptimize tool build
7 years ago
shader shape specialization constant and basic local group size partition (#1523) * use Mat class for Shape description * shape specialization constant in compute shader * wip * wip * test forward_inplace, add binaryop unaryop sigmoid test * fix arm unaryop test * fix arm binaryop test * make shape hint optional, cast int8 to fp32, add cast test * wip * follow the good and old local size setting for conv1x1 * the optimal local size rewrite * fix build on msvc * add permute shader for all packing layout, add permute test * concat and slice patial shape constant, slice test * fix slice test * interp test * add lrn test, test packing layout implicitly * add eltwise test * add normalize test * add instancenorm test * reorg shape constant * simple local group size partition * add shape constant param
6 years ago
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  1. 7767517

  2. 48 56

  3. Input                    data                     0 1 data -23330=4,3,227,227,3 0=227 1=227 2=3

  4. Convolution              conv1                    1 1 data conv1_relu_conv1 -23330=4,3,113,113,64 0=64 1=3 3=2 5=1 6=1728 9=1

  5. Pooling                  pool1                    1 1 conv1_relu_conv1 pool1 -23330=4,3,56,56,64 1=3 2=2

  6. Convolution              fire2/squeeze1x1         1 1 pool1 fire2/squeeze1x1_fire2/relu_squeeze1x1 -23330=4,3,56,56,16 0=16 1=1 5=1 6=1024 9=1

  7. Split                    splitncnn_0              1 2 fire2/squeeze1x1_fire2/relu_squeeze1x1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 -23330=8,3,56,56,16,3,56,56,16

  8. Convolution              fire2/expand1x1          1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 fire2/expand1x1_fire2/relu_expand1x1 -23330=4,3,56,56,64 0=64 1=1 5=1 6=1024 9=1

  9. Convolution              fire2/expand3x3          1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/expand3x3_fire2/relu_expand3x3 -23330=4,3,56,56,64 0=64 1=3 4=1 5=1 6=9216 9=1

  10. Concat                   fire2/concat             2 1 fire2/expand1x1_fire2/relu_expand1x1 fire2/expand3x3_fire2/relu_expand3x3 fire2/concat -23330=4,3,56,56,128

  11. Convolution              fire3/squeeze1x1         1 1 fire2/concat fire3/squeeze1x1_fire3/relu_squeeze1x1 -23330=4,3,56,56,16 0=16 1=1 5=1 6=2048 9=1

  12. Split                    splitncnn_1              1 2 fire3/squeeze1x1_fire3/relu_squeeze1x1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 -23330=8,3,56,56,16,3,56,56,16

  13. Convolution              fire3/expand1x1          1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 fire3/expand1x1_fire3/relu_expand1x1 -23330=4,3,56,56,64 0=64 1=1 5=1 6=1024 9=1

  14. Convolution              fire3/expand3x3          1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/expand3x3_fire3/relu_expand3x3 -23330=4,3,56,56,64 0=64 1=3 4=1 5=1 6=9216 9=1

  15. Concat                   fire3/concat             2 1 fire3/expand1x1_fire3/relu_expand1x1 fire3/expand3x3_fire3/relu_expand3x3 fire3/concat -23330=4,3,56,56,128

  16. Pooling                  pool3                    1 1 fire3/concat pool3 -23330=4,3,28,28,128 1=3 2=2

  17. Convolution              fire4/squeeze1x1         1 1 pool3 fire4/squeeze1x1_fire4/relu_squeeze1x1 -23330=4,3,28,28,32 0=32 1=1 5=1 6=4096 9=1

  18. Split                    splitncnn_2              1 2 fire4/squeeze1x1_fire4/relu_squeeze1x1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 -23330=8,3,28,28,32,3,28,28,32

  19. Convolution              fire4/expand1x1          1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 fire4/expand1x1_fire4/relu_expand1x1 -23330=4,3,28,28,128 0=128 1=1 5=1 6=4096 9=1

  20. Convolution              fire4/expand3x3          1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/expand3x3_fire4/relu_expand3x3 -23330=4,3,28,28,128 0=128 1=3 4=1 5=1 6=36864 9=1

  21. Concat                   fire4/concat             2 1 fire4/expand1x1_fire4/relu_expand1x1 fire4/expand3x3_fire4/relu_expand3x3 fire4/concat -23330=4,3,28,28,256

  22. Convolution              fire5/squeeze1x1         1 1 fire4/concat fire5/squeeze1x1_fire5/relu_squeeze1x1 -23330=4,3,28,28,32 0=32 1=1 5=1 6=8192 9=1

  23. Split                    splitncnn_3              1 2 fire5/squeeze1x1_fire5/relu_squeeze1x1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 -23330=8,3,28,28,32,3,28,28,32

  24. Convolution              fire5/expand1x1          1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 fire5/expand1x1_fire5/relu_expand1x1 -23330=4,3,28,28,128 0=128 1=1 5=1 6=4096 9=1

  25. Convolution              fire5/expand3x3          1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/expand3x3_fire5/relu_expand3x3 -23330=4,3,28,28,128 0=128 1=3 4=1 5=1 6=36864 9=1

  26. Concat                   fire5/concat             2 1 fire5/expand1x1_fire5/relu_expand1x1 fire5/expand3x3_fire5/relu_expand3x3 fire5/concat -23330=4,3,28,28,256

  27. Pooling                  pool5                    1 1 fire5/concat pool5 -23330=4,3,14,14,256 1=3 2=2

  28. Convolution              fire6/squeeze1x1         1 1 pool5 fire6/squeeze1x1_fire6/relu_squeeze1x1 -23330=4,3,14,14,48 0=48 1=1 5=1 6=12288 9=1

  29. Split                    splitncnn_4              1 2 fire6/squeeze1x1_fire6/relu_squeeze1x1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 -23330=8,3,14,14,48,3,14,14,48

  30. Convolution              fire6/expand1x1          1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 fire6/expand1x1_fire6/relu_expand1x1 -23330=4,3,14,14,192 0=192 1=1 5=1 6=9216 9=1

  31. Convolution              fire6/expand3x3          1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/expand3x3_fire6/relu_expand3x3 -23330=4,3,14,14,192 0=192 1=3 4=1 5=1 6=82944 9=1

  32. Concat                   fire6/concat             2 1 fire6/expand1x1_fire6/relu_expand1x1 fire6/expand3x3_fire6/relu_expand3x3 fire6/concat -23330=4,3,14,14,384

  33. Convolution              fire7/squeeze1x1         1 1 fire6/concat fire7/squeeze1x1_fire7/relu_squeeze1x1 -23330=4,3,14,14,48 0=48 1=1 5=1 6=18432 9=1

  34. Split                    splitncnn_5              1 2 fire7/squeeze1x1_fire7/relu_squeeze1x1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 -23330=8,3,14,14,48,3,14,14,48

  35. Convolution              fire7/expand1x1          1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 fire7/expand1x1_fire7/relu_expand1x1 -23330=4,3,14,14,192 0=192 1=1 5=1 6=9216 9=1

  36. Convolution              fire7/expand3x3          1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/expand3x3_fire7/relu_expand3x3 -23330=4,3,14,14,192 0=192 1=3 4=1 5=1 6=82944 9=1

  37. Concat                   fire7/concat             2 1 fire7/expand1x1_fire7/relu_expand1x1 fire7/expand3x3_fire7/relu_expand3x3 fire7/concat -23330=4,3,14,14,384

  38. Convolution              fire8/squeeze1x1         1 1 fire7/concat fire8/squeeze1x1_fire8/relu_squeeze1x1 -23330=4,3,14,14,64 0=64 1=1 5=1 6=24576 9=1

  39. Split                    splitncnn_6              1 2 fire8/squeeze1x1_fire8/relu_squeeze1x1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 -23330=8,3,14,14,64,3,14,14,64

  40. Convolution              fire8/expand1x1          1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 fire8/expand1x1_fire8/relu_expand1x1 -23330=4,3,14,14,256 0=256 1=1 5=1 6=16384 9=1

  41. Convolution              fire8/expand3x3          1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/expand3x3_fire8/relu_expand3x3 -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=147456 9=1

  42. Concat                   fire8/concat             2 1 fire8/expand1x1_fire8/relu_expand1x1 fire8/expand3x3_fire8/relu_expand3x3 fire8/concat -23330=4,3,14,14,512

  43. Convolution              fire9/squeeze1x1         1 1 fire8/concat fire9/squeeze1x1_fire9/relu_squeeze1x1 -23330=4,3,14,14,64 0=64 1=1 5=1 6=32768 9=1

  44. Split                    splitncnn_7              1 2 fire9/squeeze1x1_fire9/relu_squeeze1x1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 -23330=8,3,14,14,64,3,14,14,64

  45. Convolution              fire9/expand1x1          1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 fire9/expand1x1_fire9/relu_expand1x1 -23330=4,3,14,14,256 0=256 1=1 5=1 6=16384 9=1

  46. Convolution              fire9/expand3x3          1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/expand3x3_fire9/relu_expand3x3 -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=147456 9=1

  47. Concat                   fire9/concat             2 1 fire9/expand1x1_fire9/relu_expand1x1 fire9/expand3x3_fire9/relu_expand3x3 fire9/concat_drop9 -23330=4,3,14,14,512

  48. Convolution              conv10                   1 1 fire9/concat_drop9 conv10_relu_conv10 -23330=4,3,16,16,1000 0=1000 1=1 4=1 5=1 6=512000 9=1

  49. Pooling                  pool10                   1 1 conv10_relu_conv10 pool10 -23330=4,1,1000,1,1 0=1 4=1

  50. Softmax                  prob                     1 1 pool10 output -23330=4,1,1000,1,1

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