channel pooling expression, do reduction over (local nearby) channels, used to implement local response normalization More...
#include <channel_unpool.h>
Inheritance diagram for mshadow::expr::ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >:
Collaboration diagram for mshadow::expr::ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >:
Public Member Functions | |
| ChannelUnpoolingExp (const SrcExp &data_src, const SrcExp &data_pooled, const SrcExp &grad_pooled, index_t nsize, index_t kstride, index_t pad) | |
| constructor More... | |
 Public Member Functions inherited from mshadow::expr::MakeTensorExp< ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, srcdim, DType > | |
| const ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim > & | real_self (void) const |
| true self of subtype More... | |
| Public Member Functions inherited from mshadow::expr::Exp< MakeTensorExp< ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, dim, DType >, DType, type::kChainer > | |
| const MakeTensorExp< ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, dim, DType > & | self (void) const |
| MakeTensorExp< ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >, SrcExp, dim, DType > * | ptrself (void) |
Public Attributes | |
| const SrcExp & | data_src_ |
| source input, corresponds to src in pooling More... | |
| const SrcExp & | data_pooled_ |
| result of pooled data, corresponds to result of pooling More... | |
| const SrcExp & | grad_pooled_ |
| gradient data of pooled part, to be propgate down More... | |
| index_t | pchannel_ |
| channel of pooled expression More... | |
| index_t | nsize_ |
| kernel size in height More... | |
| index_t | kstride_ |
| kernel size in width More... | |
| index_t | pad_ |
| pad More... | |
| Public Attributes inherited from mshadow::expr::MakeTensorExp< ChannelUnpoolingExp< 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::ChannelUnpoolingExp< 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
◆ ChannelUnpoolingExp()
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
|
inline |
constructor
Member Data Documentation
◆ data_pooled_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| const SrcExp& mshadow::expr::ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >::data_pooled_ |
result of pooled data, corresponds to result of pooling
◆ data_src_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| const SrcExp& mshadow::expr::ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >::data_src_ |
source input, corresponds to src in pooling
◆ grad_pooled_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| const SrcExp& mshadow::expr::ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >::grad_pooled_ |
gradient data of pooled part, to be propgate down
◆ kstride_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >::kstride_ |
kernel size in width
◆ nsize_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >::nsize_ |
kernel size in height
◆ pad_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >::pad_ |
pad
◆ pchannel_
template<typename Reducer, typename SrcExp, typename DType, int srcdim>
| index_t mshadow::expr::ChannelUnpoolingExp< Reducer, SrcExp, DType, srcdim >::pchannel_ |
channel of pooled expression
The documentation for this struct was generated from the following file:
- /work/mxnet/3rdparty/mshadow/mshadow/extension/channel_unpool.h
