48 #ifndef __CONCAT_LAYER_H__ 49 #define __CONCAT_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/concat/concat_layer_types.h" 56 #include "algorithms/neural_networks/layers/concat/concat_layer_forward.h" 57 #include "algorithms/neural_networks/layers/concat/concat_layer_backward.h" 63 namespace neural_networks
94 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
95 class Batch :
public LayerIface
103 Batch(
size_t concatDimension = 0): parameter(concatDimension)
105 forward::Batch<algorithmFPType, method> *forwardLayerObject =
new forward::Batch<algorithmFPType, method>(parameter);
106 backward::Batch<algorithmFPType, method> *backwardLayerObject =
new backward::Batch<algorithmFPType, method>(parameter);
108 LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
109 LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
114 using interface1::Batch;
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::concat::interface1::Batch::parameter
Parameter parameter
Definition: concat_layer.h:99
daal::algorithms::neural_networks::layers::interface1::LayerIface
Abstract class that specifies the interface of layer.
Definition: layer.h:83
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::concat::interface1::Parameter
concat layer parameters
Definition: concat_layer_types.h:105
daal::algorithms::neural_networks::layers::concat::interface1::Batch::Batch
Batch(size_t concatDimension=0)
Default constructor.
Definition: concat_layer.h:103
daal::algorithms::neural_networks::layers::concat::forward::interface1::Batch
Computes the results of the forward concat layer in the batch processing mode.
Definition: concat_layer_forward.h:132
daal::algorithms::neural_networks::layers::concat::interface1::Batch
Provides methods for the concat layer in the batch processing mode.
Definition: concat_layer.h:95
daal::algorithms::neural_networks::layers::interface1::LayerIface::forwardLayer
forward::LayerIfacePtr forwardLayer
Definition: layer.h:86
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch
Computes the results of the backward concat layer in the batch processing mode.
Definition: concat_layer_backward.h:131