mxnet
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Dnnl_api_eltwise
Collaboration diagram for Dnnl_api_eltwise:

Classes

struct  dnnl_eltwise_desc_t
 A descriptor of a element-wise operation. More...
 

Functions

dnnl_status_t DNNL_API dnnl_eltwise_forward_desc_init (dnnl_eltwise_desc_t *eltwise_desc, dnnl_prop_kind_t prop_kind, dnnl_alg_kind_t alg_kind, const dnnl_memory_desc_t *data_desc, float alpha, float beta)
 
dnnl_status_t DNNL_API dnnl_eltwise_backward_desc_init (dnnl_eltwise_desc_t *eltwise_desc, dnnl_alg_kind_t alg_kind, const dnnl_memory_desc_t *diff_data_desc, const dnnl_memory_desc_t *data_desc, float alpha, float beta)
 

Detailed Description

Function Documentation

dnnl_status_t DNNL_API dnnl_eltwise_backward_desc_init ( dnnl_eltwise_desc_t eltwise_desc,
dnnl_alg_kind_t  alg_kind,
const dnnl_memory_desc_t diff_data_desc,
const dnnl_memory_desc_t data_desc,
float  alpha,
float  beta 
)

Initializes a descriptor for eltwise backward propagation primitive.

Parameters
eltwise_descOutput descriptor for an eltwise primitive.
alg_kindElementwise algorithm kind.
diff_data_descDiff source and diff destination memory descriptors.
data_descSource and destination memory descriptor.
alphaThe alpha parameter for the elementwise operation. Specific meaning depends on the algorithm.
betaThe beta parameter for the elementwise operation. Specific meaning depends on the algorithm.
Returns
dnnl_success on success and a status describing the error otherwise.
dnnl_status_t DNNL_API dnnl_eltwise_forward_desc_init ( dnnl_eltwise_desc_t eltwise_desc,
dnnl_prop_kind_t  prop_kind,
dnnl_alg_kind_t  alg_kind,
const dnnl_memory_desc_t data_desc,
float  alpha,
float  beta 
)

Initializes a descriptor for eltwise forward propagation primitive.

Parameters
eltwise_descOutput descriptor for an eltwise primitive.
prop_kindPropagation kind. Possible values are dnnl_forward_training and dnnl_forward_inference.
alg_kindElementwise algorithm kind.
data_descSource and destination memory descriptor.
alphaThe alpha parameter for the elementwise operation. Specific meaning depends on the algorithm.
betaThe beta parameter for the elementwise operation. Specific meaning depends on the algorithm.
Returns
dnnl_success on success and a status describing the error otherwise.