C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

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Batch< algorithmFPType, method > Class Template Reference

Provides methods for the backward spatial pyramid stochastic 2D pooling layer in the batch processing mode. More...

Class Declaration

template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
class daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch< algorithmFPType, method >

Template Parameters
algorithmFPTypeData type to use in intermediate computations for the backward spatial pyramid stochastic 2D pooling layer, double or float
methodBackward spatial pyramid stochastic 2D pooling layer method, spatial_stochastic_pooling2d::Method
Enumerations
  • Method Computation methods for the backward spatial pyramid stochastic 2D pooling layer
  • backward::InputId Identifiers of input objects for the backward spatial pyramid stochastic 2D pooling layer
  • LayerDataId Identifiers of collection in input objects for the backward spatial pyramid stochastic 2D pooling layer
  • backward::InputLayerDataId Identifiers of extra results computed by the forward spatial pyramid stochastic 2D pooling layer
  • backward::ResultId Identifiers of result objects for the backward spatial pyramid stochastic 2D pooling layer
References
Deprecated:
This item will be removed in a future release.

Constructor & Destructor Documentation

DAAL_DEPRECATED Batch ( size_t  pyramidHeight,
size_t  nDimensions 
)
inline

Constructs backward spatial pyramid stochastic 2D pooling layer with the provided parameters

Parameters
[in]nDimensionsNumber of dimensions in input data tensor
[in]pyramidHeightThe value of pyramid height
Deprecated:
This item will be removed in a future release.
DAAL_DEPRECATED Batch ( ParameterType &  parameter)
inline

Constructs a backward spatial pyramid stochastic 2D pooling layer in the batch processing mode and initializes its parameter with the provided parameter

Parameters
[in]parameterParameter to initialize the parameter of the layer
Deprecated:
This item will be removed in a future release.
Batch ( const Batch< algorithmFPType, method > &  other)
inline

Constructs a backward spatial pyramid stochastic 2D pooling layer by copying input objects and parameters of another backward spatial pyramid stochastic 2D pooling layer in the batch processing mode

Parameters
[in]otherAlgorithm to use as the source to initialize the input objects and parameters of the layer
Deprecated:
This item will be removed in a future release.

Member Function Documentation

virtual services::Status allocateResult ( )
inlinevirtual

Allocates memory to store the result of the backward spatial pyramid stochastic 2D pooling layer

Returns
Status of computations
services::SharedPtr<Batch<algorithmFPType, method> > clone ( ) const
inline

Returns a pointer to a newly allocated backward spatial pyramid stochastic 2D pooling layer with a copy of the input objects and parameters for this backward spatial pyramid stochastic 2D pooling layer in the batch processing mode

Returns
Pointer to the newly allocated layer
virtual InputType* getLayerInput ( )
inlinevirtual

Returns the structure that contains the input objects of backward spatial pyramid stochastic 2D pooling layer

Returns
Structure that contains the input objects of backward spatial pyramid stochastic 2D pooling layer
virtual ParameterType* getLayerParameter ( )
inlinevirtual

Returns the structure that contains the parameters of the backward spatial pyramid stochastic 2D pooling layer

Returns
Structure that contains the parameters of the backward spatial pyramid stochastic 2D pooling layer
layers::backward::ResultPtr getLayerResult ( )
inline

Returns the structure that contains result of the backward spatial pyramid stochastic 2D pooling layer

Returns
Structure that contains result of the backward spatial pyramid stochastic 2D pooling layer
virtual int getMethod ( ) const
inlinevirtual

Returns the method of the layer

Returns
Method of the layer
ResultPtr getResult ( )
inline

Returns the structure that contains the result of the backward spatial pyramid stochastic 2D pooling layer

Returns
Structure that contains the result of the backward spatial pyramid stochastic 2D pooling layer
services::Status setResult ( const ResultPtr &  result)
inline

Registers user-allocated memory to store the result of the backward spatial pyramid stochastic 2D pooling layer

Parameters
[in]resultStructure to store the result of the backward spatial pyramid stochastic 2D pooling layer
Returns
Status of computations

Member Data Documentation

InputType input

Backward spatial pyramid stochastic 2D pooling layer input

ParameterType& parameter

Backward spatial pyramid stochastic 2D pooling layer parameters


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

For more complete information about compiler optimizations, see our Optimization Notice.