channel pooling expression, do reduction over (local nearby) channels, used to implement local response normalization More...
#include <channel_pool.h>
Inheritance diagram for mshadow::expr::ChannelPoolingExp< Reducer, SrcExp, DType, srcdim >:
Collaboration diagram for mshadow::expr::ChannelPoolingExp< Reducer, SrcExp, DType, srcdim >:
Public Member Functions | |
| ChannelPoolingExp (const SrcExp &src, index_t nsize, index_t stride, index_t pad) | |
| constructor More... | |
 Public Member Functions inherited from mshadow::expr::MakeTensorExp< ChannelPoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, srcdim, DType > | |
| const ChannelPoolingExp< Reducer, SrcExp, DType, srcdim > & | real_self (void) const |
| true self of subtype More... | |
| Public Member Functions inherited from mshadow::expr::Exp< MakeTensorExp< ChannelPoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, dim, DType >, DType, type::kChainer > | |
| const MakeTensorExp< ChannelPoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, dim, DType > & | self (void) const |
| MakeTensorExp< ChannelPoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, dim, DType > * | ptrself (void) |
Public Attributes | |
| const SrcExp & | src_ |
| source operand More... | |
| index_t | nsize_ |
| neighbor size More... | |
| index_t | stride_ |
| stride of pooling More... | |
| index_t | pad_ |
| pad of pooling of each side More... | |
| index_t | src_channel_ |
| Public Attributes inherited from mshadow::expr::MakeTensorExp< ChannelPoolingExp< 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::ChannelPoolingExp< Reducer, SrcExp, DType, srcdim >
channel pooling expression, do reduction over (local nearby) channels, used to implement local response normalization
- Template Parameters
-
Reducer reduction method during pooling SrcExp source expression to be pooled from DType the type of elements srcdim dimension of src
Constructor & Destructor Documentation
◆ ChannelPoolingExp()
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
|
inline |
constructor
Member Data Documentation
◆ nsize_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::ChannelPoolingExp< Reducer, SrcExp, DType, srcdim >::nsize_ |
neighbor size
◆ pad_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::ChannelPoolingExp< Reducer, SrcExp, DType, srcdim >::pad_ |
pad of pooling of each side
◆ src_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| const SrcExp& mshadow::expr::ChannelPoolingExp< Reducer, SrcExp, DType, srcdim >::src_ |
source operand
◆ src_channel_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::ChannelPoolingExp< Reducer, SrcExp, DType, srcdim >::src_channel_ |
◆ stride_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::ChannelPoolingExp< Reducer, SrcExp, DType, srcdim >::stride_ |
stride of pooling
The documentation for this struct was generated from the following file:
- /work/mxnet/3rdparty/mshadow/mshadow/extension/channel_pool.h
