Intel(R) Math Kernel Library for Deep Neural Networks (Intel(R) MKL-DNN)  1.0.4
Performance library for Deep Learning
Public Member Functions | List of all members
mkldnn::vanilla_rnn_backward::primitive_desc Struct Reference

Primitive descriptor for RNN backward propagation. More...

#include <mkldnn.hpp>

Inheritance diagram for mkldnn::vanilla_rnn_backward::primitive_desc:
Inheritance graph
[legend]
Collaboration diagram for mkldnn::vanilla_rnn_backward::primitive_desc:
Collaboration graph
[legend]

Public Member Functions

memory::desc src_layer_desc () const
 Queries source layer memory descriptor.
 
memory::desc src_iter_desc () const
 Queries source iteration memory descriptor. More...
 
memory::desc weights_layer_desc () const
 Queries weights layer memory descriptor.
 
memory::desc weights_iter_desc () const
 Queries weights iteration memory descriptor.
 
memory::desc bias_desc () const
 Queries bias memory descriptor. More...
 
memory::desc dst_layer_desc () const
 Queries destination layer memory descriptor.
 
memory::desc dst_iter_desc () const
 Queries destination iteration memory descriptor. More...
 
memory::desc workspace_desc () const
 Queries workspace memory descriptor. More...
 
memory::desc diff_src_layer_desc () const
 Queries diff source layer memory descriptor.
 
memory::desc diff_src_iter_desc () const
 Queries diff source iteration memory descriptor. More...
 
memory::desc diff_weights_layer_desc () const
 Queries diff weights layer memory descriptor.
 
memory::desc diff_weights_iter_desc () const
 Queries diff weights iteration memory descriptor.
 
memory::desc diff_bias_desc () const
 Queries diff bias memory descriptor.
 
memory::desc diff_dst_layer_desc () const
 Queries diff destination layer memory descriptor.
 
memory::desc diff_dst_iter_desc () const
 Queries diff destination iteration memory descriptor. More...
 
- Public Member Functions inherited from mkldnn::primitive_desc
 primitive_desc (const_mkldnn_op_desc_t desc, const primitive_attr *attr, const engine &e, const_mkldnn_primitive_desc_t hint_fwd_pd)
 Creates a primitive descriptor from given op_desc, attr, engine, and optionally a hint primitive descriptor from forward propagation. More...
 
const char * impl_info_str () const
 Returns implementation name.
 
memory::dim query_s64 (query q) const
 Queries the memory::dim value (same as int64_t)
 
bool next_impl ()
 Advances the next implementation for the given op descriptor. More...
 
memory::desc query_md (query what, int idx=0) const
 Queries and returns requested memory descriptor.
 
memory::desc scratchpad_desc () const
 Queries scratchpad memory descriptor. More...
 
- Public Member Functions inherited from mkldnn::handle< mkldnn_primitive_desc_t >
 handle (mkldnn_primitive_desc_t t, bool weak=false)
 Constructs a C handle wrapper. More...
 
 handle ()
 Empty constructor. More...
 
void reset (mkldnn_primitive_desc_t t, bool weak=false)
 Resets the value of a C handle. More...
 
mkldnn_primitive_desc_t get (bool allow_emtpy=false) const
 Returns the value of the underlying C handle.
 

Detailed Description

Primitive descriptor for RNN backward propagation.

Member Function Documentation

◆ src_iter_desc()

memory::desc mkldnn::vanilla_rnn_backward::primitive_desc::src_iter_desc ( ) const
inline

Queries source iteration memory descriptor.

Returns a zero_md if no src_iter was specified at op_desc creation time.

◆ bias_desc()

memory::desc mkldnn::vanilla_rnn_backward::primitive_desc::bias_desc ( ) const
inline

Queries bias memory descriptor.

Returns a zero_md if no bias was specified at op_desc creation time.

◆ dst_iter_desc()

memory::desc mkldnn::vanilla_rnn_backward::primitive_desc::dst_iter_desc ( ) const
inline

Queries destination iteration memory descriptor.

Returns a zero_md if no dst_iter was specified at op_desc creation time.

◆ workspace_desc()

memory::desc mkldnn::vanilla_rnn_backward::primitive_desc::workspace_desc ( ) const
inline

Queries workspace memory descriptor.

Returns a zero_md if no worspace is required.

◆ diff_src_iter_desc()

memory::desc mkldnn::vanilla_rnn_backward::primitive_desc::diff_src_iter_desc ( ) const
inline

Queries diff source iteration memory descriptor.

Returns a zero_md if no diff_src_iter was specified at op_desc creation time.

◆ diff_dst_iter_desc()

memory::desc mkldnn::vanilla_rnn_backward::primitive_desc::diff_dst_iter_desc ( ) const
inline

Queries diff destination iteration memory descriptor.

Returns a zero_md if no diff_dst_iter was specified at op_desc creation time.


The documentation for this struct was generated from the following file: