Provides methods for the backward stochastic 2D pooling layer in the batch processing mode.
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template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
class daal::algorithms::neural_networks::layers::stochastic_pooling2d::backward::interface1::Batch< algorithmFPType, method >
- Template Parameters
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algorithmFPType | Data type to use in intermediate computations for the backward stochastic 2D pooling layer, double or float |
method | Backward stochastic 2D pooling layer method, stochastic_pooling2d::Method |
- Enumerations
- Method Computation methods for the backward stochastic 2D pooling layer
- backward::InputId Identifiers of input objects for the backward stochastic 2D pooling layer
- LayerDataId Identifiers of collection in input objects for the backward stochastic 2D pooling layer
- backward::InputLayerDataId Identifiers of extra results computed by the forward stochastic 2D pooling layer
- backward::ResultId Identifiers of result objects for the backward stochastic 2D pooling layer
- References
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- Deprecated:
- This item will be removed in a future release.
DAAL_DEPRECATED Batch |
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size_t |
nDimensions | ) |
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inline |
Constructs backward stochastic 2D pooling layer with the provided parameters
- Parameters
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[in] | nDimensions | Number of dimensions in input data tensor |
- Deprecated:
- This item will be removed in a future release.
DAAL_DEPRECATED Batch |
( |
ParameterType & |
parameter | ) |
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inline |
Constructs a backward stochastic 2D pooling layer in the batch processing mode and initializes its parameter with the provided parameter
- Parameters
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[in] | parameter | Parameter to initialize the parameter of the layer |
- Deprecated:
- This item will be removed in a future release.
Batch |
( |
const Batch< algorithmFPType, method > & |
other | ) |
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inline |
Constructs a backward stochastic 2D pooling layer by copying input objects and parameters of another backward stochastic 2D pooling layer in the batch processing mode
- Parameters
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[in] | other | Algorithm 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.
virtual DAAL_DEPRECATED_VIRTUAL services::Status allocateResult |
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inlinevirtual |
Allocates memory to store the result of the backward stochastic 2D pooling layer
- Returns
- Status of computations
- Deprecated:
- This item will be removed in a future release.
DAAL_DEPRECATED services::SharedPtr<Batch<algorithmFPType, method> > clone |
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const |
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inline |
Returns a pointer to a newly allocated backward stochastic 2D pooling layer with a copy of the input objects and parameters for this backward stochastic 2D pooling layer in the batch processing mode
- Returns
- Pointer to the newly allocated layer
- Deprecated:
- This item will be removed in a future release.
virtual DAAL_DEPRECATED_VIRTUAL InputType* getLayerInput |
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inlinevirtual |
Returns the structure that contains the input objects of backward stochastic 2D pooling layer
- Returns
- Structure that contains the input objects of backward stochastic 2D pooling layer
- Deprecated:
- This item will be removed in a future release.
virtual DAAL_DEPRECATED_VIRTUAL ParameterType* getLayerParameter |
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inlinevirtual |
Returns the structure that contains the parameters of the backward stochastic 2D pooling layer
- Returns
- Structure that contains the parameters of the backward stochastic 2D pooling layer
- Deprecated:
- This item will be removed in a future release.
DAAL_DEPRECATED layers::backward::ResultPtr getLayerResult |
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inline |
Returns the structure that contains result of the backward stochastic 2D pooling layer
- Returns
- Structure that contains result of the backward stochastic 2D pooling layer
- Deprecated:
- This item will be removed in a future release.
virtual DAAL_DEPRECATED_VIRTUAL int getMethod |
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const |
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inlinevirtual |
Returns the method of the layer
- Returns
- Method of the layer
- Deprecated:
- This item will be removed in a future release.
DAAL_DEPRECATED ResultPtr getResult |
( |
| ) |
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inline |
Returns the structure that contains the result of the backward stochastic 2D pooling layer
- Returns
- Structure that contains the result of the backward stochastic 2D pooling layer
- Deprecated:
- This item will be removed in a future release.
DAAL_DEPRECATED services::Status setResult |
( |
const ResultPtr & |
result | ) |
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inline |
Registers user-allocated memory to store the result of the backward stochastic 2D pooling layer
- Parameters
-
[in] | result | Structure to store the result of the backward stochastic 2D pooling layer |
- Returns
- Status of computations
- Deprecated:
- This item will be removed in a future release.
Backward stochastic 2D pooling layer input
The documentation for this class was generated from the following file: