48 #ifndef __CONVOLUTION2D_LAYER_H__ 49 #define __CONVOLUTION2D_LAYER_H__ 51 #include "algorithms/algorithm.h" 52 #include "data_management/data/tensor.h" 53 #include "services/daal_defines.h" 54 #include "algorithms/neural_networks/layers/layer.h" 55 #include "algorithms/neural_networks/layers/convolution2d/convolution2d_layer_types.h" 56 #include "algorithms/neural_networks/layers/convolution2d/convolution2d_layer_forward.h" 57 #include "algorithms/neural_networks/layers/convolution2d/convolution2d_layer_backward.h" 63 namespace neural_networks
70 namespace convolution2d
94 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
95 class Batch :
public LayerIface
103 forward::Batch<algorithmFPType, method> *forwardLayerObject =
new forward::Batch<algorithmFPType, method>(parameter);
104 backward::Batch<algorithmFPType, method> *backwardLayerObject =
new backward::Batch<algorithmFPType, method>(parameter);
106 LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
107 LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
112 using interface1::Batch;
daal::algorithms::neural_networks::layers::convolution2d::interface1::Batch
Computes the result of the forward and backward 2D convolution layer of neural network in the batch p...
Definition: convolution2d_layer.h:95
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::convolution2d::interface1::Batch::Batch
Batch()
Definition: convolution2d_layer.h:101
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::Batch
Provides methods for backward 2D convolution layer computations in the batch processing mode...
Definition: convolution2d_layer_backward.h:128
daal::algorithms::neural_networks::layers::convolution2d::interface1::Batch::parameter
Parameter parameter
Definition: convolution2d_layer.h:98
daal::algorithms::neural_networks::layers::interface1::LayerIface
Abstract class that specifies the interface of layer.
Definition: layer.h:83
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch
Provides methods for forward 2D convolution layer computations in the batch processing mode...
Definition: convolution2d_layer_forward.h:134
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::neural_networks::layers::interface1::LayerIface::backwardLayer
backward::LayerIfacePtr backwardLayer
Definition: layer.h:87
daal::algorithms::neural_networks::layers::convolution2d::interface1::Parameter
2D convolution layer parameters
Definition: convolution2d_layer_types.h:161
daal::algorithms::neural_networks::layers::interface1::LayerIface::forwardLayer
forward::LayerIfacePtr forwardLayer
Definition: layer.h:86