pooling expression, do reduction over local patches of a image More...
#include <spatial_pool.h>
Inheritance diagram for mshadow::expr::PoolingExp< Reducer, SrcExp, DType, srcdim >:
Collaboration diagram for mshadow::expr::PoolingExp< Reducer, SrcExp, DType, srcdim >:
Public Member Functions | |
| PoolingExp (const SrcExp &src, index_t ksize_y, index_t ksize_x, index_t kstride_y, index_t kstride_x) | |
| constructor More... | |
| PoolingExp (const SrcExp &src, Shape< 2 > pshape, index_t ksize_y, index_t ksize_x, index_t kstride_y, index_t kstride_x) | |
| constructor, specify shape More... | |
 Public Member Functions inherited from mshadow::expr::MakeTensorExp< PoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, srcdim, DType > | |
| const PoolingExp< Reducer, SrcExp, DType, srcdim > & | real_self (void) const |
| true self of subtype More... | |
| Public Member Functions inherited from mshadow::expr::Exp< MakeTensorExp< PoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, dim, DType >, DType, type::kChainer > | |
| const MakeTensorExp< PoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, dim, DType > & | self (void) const |
| MakeTensorExp< PoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, dim, DType > * | ptrself (void) |
Public Attributes | |
| const SrcExp & | src_ |
| source operand More... | |
| index_t | ksize_y_ |
| kernel size in height More... | |
| index_t | ksize_x_ |
| kernel size in width More... | |
| index_t | kstride_y_ |
| kernel stride in y directory More... | |
| index_t | kstride_x_ |
| kernel stride in x directory More... | |
| index_t | src_height_ |
| source height shape[1] More... | |
| index_t | src_width_ |
| source width shape[0] More... | |
| Public Attributes inherited from mshadow::expr::MakeTensorExp< PoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, srcdim, DType > | |
| Shape< dim > | shape_ |
| the shape of this expression More... | |
Detailed Description
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
struct mshadow::expr::PoolingExp< Reducer, SrcExp, DType, srcdim >
pooling expression, do reduction over local patches of a image
- Template Parameters
-
Reducer reduction method during pooling SrcExp source expression to be pooled from DType the content data type srcdim dimension of src
Constructor & Destructor Documentation
◆ PoolingExp() [1/2]
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
|
inline |
constructor
◆ PoolingExp() [2/2]
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
|
inline |
constructor, specify shape
Member Data Documentation
◆ ksize_x_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::PoolingExp< Reducer, SrcExp, DType, srcdim >::ksize_x_ |
kernel size in width
◆ ksize_y_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::PoolingExp< Reducer, SrcExp, DType, srcdim >::ksize_y_ |
kernel size in height
◆ kstride_x_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::PoolingExp< Reducer, SrcExp, DType, srcdim >::kstride_x_ |
kernel stride in x directory
◆ kstride_y_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::PoolingExp< Reducer, SrcExp, DType, srcdim >::kstride_y_ |
kernel stride in y directory
◆ src_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| const SrcExp& mshadow::expr::PoolingExp< Reducer, SrcExp, DType, srcdim >::src_ |
source operand
◆ src_height_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::PoolingExp< Reducer, SrcExp, DType, srcdim >::src_height_ |
source height shape[1]
◆ src_width_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::PoolingExp< Reducer, SrcExp, DType, srcdim >::src_width_ |
source width shape[0]
The documentation for this struct was generated from the following file:
- /work/mxnet/3rdparty/mshadow/mshadow/extension/spatial_pool.h
