24 #ifndef __CONVOLUTION2D_LAYER_H__
25 #define __CONVOLUTION2D_LAYER_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "services/daal_defines.h"
30 #include "algorithms/neural_networks/layers/layer.h"
31 #include "algorithms/neural_networks/layers/convolution2d/convolution2d_layer_types.h"
32 #include "algorithms/neural_networks/layers/convolution2d/convolution2d_layer_forward.h"
33 #include "algorithms/neural_networks/layers/convolution2d/convolution2d_layer_backward.h"
39 namespace neural_networks
46 namespace convolution2d
72 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
73 class Batch :
public LayerIface
82 DAAL_DEPRECATED Batch()
84 forward::Batch<algorithmFPType, method> *forwardLayerObject =
new forward::Batch<algorithmFPType, method>(parameter);
85 backward::Batch<algorithmFPType, method> *backwardLayerObject =
new backward::Batch<algorithmFPType, method>(parameter);
87 LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
88 LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
93 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:73
daal::algorithms::neural_networks::layers::convolution2d::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: convolution2d_layer.h:82
daal::algorithms::neural_networks::layers::convolution2d::interface1::Parameter
2D convolution layer parameters
Definition: convolution2d_layer_types.h:146
daal::algorithms::neural_networks::layers::convolution2d::interface1::Batch::parameter
Parameter parameter
Definition: convolution2d_layer.h:76