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Add 3DPoolingLayer #3504

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Merged
chengduoZH merged 9 commits into from
Aug 31, 2017
Merged

Add 3DPoolingLayer #3504

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2377d71
Add3DPooling
chengduoZH Aug 21, 2017
790379f
fix above comments
chengduoZH Aug 23, 2017
860bf19
Add maxPoolIdx
chengduoZH Aug 24, 2017
b1c0bad
Add config parser for pooling3D
chengduoZH Aug 26, 2017
43da767
fix conflict
chengduoZH Aug 30, 2017
f557b0c
fix data_layer for 3D data
chengduoZH Aug 30, 2017
d747c5d
fix layers_test.py
chengduoZH Aug 31, 2017
a357bd6
Fix conflict and Add test_pooling3D_layer.protostr
chengduoZH Aug 31, 2017
6374831
fix conflict
chengduoZH Aug 31, 2017
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92 changes: 91 additions & 1 deletion paddle/cuda/include/hl_cnn.h
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Original file line number Diff line number Diff line change
Expand Up @@ -173,6 +173,96 @@ extern void hl_avgpool_backward(const int frameCnt,
real* backGrad,
const int outStride);

extern void hl_maxpool3D_forward(const int frameCnt,
const real* inputData,
const int channels,
const int depth,
const int height,
const int width,
const int pooledD,
const int pooledH,
const int pooledW,
const int sizeZ,
const int sizeY,
const int sizeX,
const int strideD,
const int strideH,
const int strideW,
const int paddingD,
const int paddingH,
const int paddingW,
real* tgtData,
real* maxPoolIdxData,
const int tgtStride);

extern void hl_maxpool3D_backward(const int frameCnt,
const real* outGrad,
const int channels,
const int depth,
const int height,
const int width,
const int pooledD,
const int pooledH,
const int pooledW,
const int sizeZ,
const int sizeY,
const int sizeX,
const int strideD,
const int strideH,
const int strideW,
const int paddingD,
const int paddingH,
const int paddingW,
real scaleA,
real scaleB,
real* targetGrad,
real* maxPoolIdxData,
const int outStride);

extern void hl_avgpool3D_forward(const int frameCnt,
const real* inputData,
const int channels,
const int depth,
const int height,
const int width,
const int pooledD,
const int pooledH,
const int pooledW,
const int sizeZ,
const int sizeY,
const int sizeX,
const int strideD,
const int strideH,
const int strideW,
const int paddingD,
const int paddingH,
const int paddingW,
real* tgtData,
const int tgtStride);

extern void hl_avgpool3D_backward(const int frameCnt,
const real* outGrad,
const int channels,
const int depth,
const int height,
const int width,
const int pooledD,
const int pooledH,
const int pooledW,
const int sizeZ,
const int sizeY,
const int sizeX,
const int strideD,
const int strideH,
const int strideW,
int paddingD,
int paddingH,
int paddingW,
real scaleA,
real scaleB,
real* backGrad,
const int outStride);

/**
* @brief Bilinear interpolation forward.
*
Expand Down Expand Up @@ -275,4 +365,4 @@ extern void hl_maxout_backward(real* inGrad,
size_t featLen,
size_t groups);

#endif /* HL_CNN_H_ */
#endif // HL_CNN_H_
90 changes: 90 additions & 0 deletions paddle/cuda/include/stub/hl_cnn_stub.h
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Original file line number Diff line number Diff line change
Expand Up @@ -87,6 +87,96 @@ inline void hl_avgpool_backward(const int frameCnt,
real* backGrad,
const int outStride) {}

inline void hl_maxpool3D_forward(const int frameCnt,
const real* inputData,
const int channels,
const int depth,
const int height,
const int width,
const int pooledD,
const int pooledH,
const int pooledW,
const int sizeZ,
const int sizeY,
const int sizeX,
const int strideD,
const int strideH,
const int strideW,
const int paddingD,
const int paddingH,
const int paddingW,
real* tgtData,
real* maxPoolIdxData,
const int tgtStride) {}

inline void hl_maxpool3D_backward(const int frameCnt,
const real* outGrad,
const int channels,
const int depth,
const int height,
const int width,
const int pooledD,
const int pooledH,
const int pooledW,
const int sizeZ,
const int sizeY,
const int sizeX,
const int strideD,
const int strideH,
const int strideW,
const int paddingD,
const int paddingH,
const int paddingW,
real scaleA,
real scaleB,
real* targetGrad,
real* maxPoolIdxData,
const int outStride) {}

inline void hl_avgpool3D_forward(const int frameCnt,
const real* inputData,
const int channels,
const int depth,
const int height,
const int width,
const int pooledD,
const int pooledH,
const int pooledW,
const int sizeZ,
const int sizeY,
const int sizeX,
const int strideD,
const int strideH,
const int strideW,
const int paddingD,
const int paddingH,
const int paddingW,
real* tgtData,
const int tgtStride) {}

inline void hl_avgpool3D_backward(const int frameCnt,
const real* outGrad,
const int channels,
const int depth,
const int height,
const int width,
const int pooledD,
const int pooledH,
const int pooledW,
const int sizeZ,
const int sizeY,
const int sizeX,
const int strideD,
const int strideH,
const int strideW,
const int paddingD,
const int paddingH,
const int paddingW,
real scaleA,
real scaleB,
real* backGrad,
const int outStride) {}

inline void hl_bilinear_forward(const real* inData,
const size_t inImgH,
const size_t inImgW,
Expand Down
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