Provides methods for backward 2D transposed convolution layer computations 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::transposed_conv2d::backward::interface1::Batch< algorithmFPType, method >
- Template Parameters
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algorithmFPType | Data type to use in intermediate computations of backward 2D transposed convolution layer, double or float |
method | Computation method of the layer, Method |
- Enumerations
- Method Computation methods for the backward 2D transposed convolution layer
- LayerDataId Identifiers of input objects for the backward 2D transposed convolution layer
- References
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◆ Batch() [1/3]
◆ Batch() [2/3]
Constructs a backward 2D transposed convolution layer in the batch processing mode and initializes its parameter with the provided parameter
- Parameters
-
[in] | parameter | Parameter to initialize the parameter of the layer |
◆ Batch() [3/3]
Batch |
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const Batch< algorithmFPType, method > & |
other | ) |
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inline |
Constructs a backward 2D transposed convolution layer by copying input objects and parameters of another 2D transposed convolution layer
- Parameters
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[in] | other | A layer to be used as the source to initialize the input objects and parameters of this layer |
◆ allocateResult()
Allocates memory buffers needed for the computations
Implements LayerIface.
◆ clone()
Returns a pointer to the newly allocated 2D transposed convolution layer with a copy of input objects and parameters of this 2D transposed convolution layer
- Returns
- Pointer to the newly allocated layer
◆ getLayerInput()
Returns the structure that contains input objects of 2D transposed convolution layer
- Returns
- Structure that contains input objects of 2D transposed convolution layer
Implements LayerIface.
◆ getLayerParameter()
Returns the structure that contains parameters of the 2D transposed convolution layer
- Returns
- Structure that contains parameters of the 2D transposed convolution layer
Implements LayerIface.
◆ getLayerResult()
layers::backward::ResultPtr getLayerResult |
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| ) |
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inlinevirtual |
Returns the structure that contains results of 2D transposed convolution layer
- Returns
- Structure that contains results of 2D transposed convolution layer
Implements LayerIface.
◆ getMethod()
virtual int getMethod |
( |
| ) |
const |
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inlinevirtual |
Returns computation method of the layer
- Returns
- Computation method of the layer
Implements AlgorithmIface.
◆ getResult()
Returns the structure that contains results of 2D transposed convolution layer
- Returns
- Structure that contains results of 2D transposed convolution layer
◆ setResult()
Registers user-allocated memory to store results of 2D transposed convolution layer
- Parameters
-
[in] | result | Structure to store results of 2D transposed convolution layer |
- Returns
- Status of computations
◆ input
Input objects of the layer
◆ parameter
The documentation for this class was generated from the following file: