oneAPI Deep Neural Network Library (oneDNN)
Performance library for Deep Learning
1.96.0
dnnl::layer_normalization_forward::desc Struct Reference

Descriptor for a layer normalization forward propagation primitive. More...

#include <dnnl.hpp>

Collaboration diagram for dnnl::layer_normalization_forward::desc:

Public Member Functions

 desc (prop_kind aprop_kind, const memory::desc &data_desc, const memory::desc &stat_desc, float epsilon, normalization_flags flags)
 Constructs a descriptor for layer normalization forward propagation primitive. More...
 
 desc (prop_kind aprop_kind, const memory::desc &data_desc, float epsilon, normalization_flags flags)
 Constructs a descriptor for layer normalization forward propagation primitive. More...
 

Detailed Description

Descriptor for a layer normalization forward propagation primitive.

Examples:
layer_normalization.cpp.

Constructor & Destructor Documentation

◆ desc() [1/2]

dnnl::layer_normalization_forward::desc::desc ( prop_kind  aprop_kind,
const memory::desc data_desc,
const memory::desc stat_desc,
float  epsilon,
normalization_flags  flags 
)
inline

Constructs a descriptor for layer normalization forward propagation primitive.

Parameters
aprop_kindPropagation kind. Possible values are dnnl::prop_kind::forward_training, and dnnl::prop_kind::forward_inference.
data_descSource and destination memory descriptor.
stat_descStatistics memory descriptors.
epsilonLayer normalization epsilon parameter.
flagsLayer normalization flags (dnnl::normalization_flags).

◆ desc() [2/2]

dnnl::layer_normalization_forward::desc::desc ( prop_kind  aprop_kind,
const memory::desc data_desc,
float  epsilon,
normalization_flags  flags 
)
inline

Constructs a descriptor for layer normalization forward propagation primitive.

Parameters
aprop_kindPropagation kind. Possible values are dnnl::prop_kind::forward_training, and dnnl::prop_kind::forward_inference.
data_descSource and destination memory descriptor.
epsilonLayer normalization epsilon parameter.
flagsLayer normalization flags (dnnl::normalization_flags).

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