48 #ifndef __FULLYCONNECTED_LAYER_H__ 49 #define __FULLYCONNECTED_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/fullyconnected/fullyconnected_layer_types.h" 56 #include "algorithms/neural_networks/layers/fullyconnected/fullyconnected_layer_forward.h" 57 #include "algorithms/neural_networks/layers/fullyconnected/fullyconnected_layer_backward.h" 63 namespace neural_networks
70 namespace fullyconnected
94 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
95 class Batch :
public LayerIface
102 Batch(
size_t nOutputs): parameter(nOutputs)
104 forward::Batch<algorithmFPType, method> *forwardLayerObject =
new forward::Batch<algorithmFPType, method>(parameter);
105 backward::Batch<algorithmFPType, method> *backwardLayerObject =
new backward::Batch<algorithmFPType, method>(parameter);
107 LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
108 LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
113 using interface1::Batch;
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch
Provides methods for backward fully-connected layer computations in the batch processing mode...
Definition: fullyconnected_layer_backward.h:124
daal::algorithms::neural_networks::layers::fullyconnected::interface1::Parameter
Fully-connected layer parameters.
Definition: fullyconnected_layer_types.h:99
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::fullyconnected::interface1::Batch
Computes the result of the forward and backward fully-connected layer of neural network in the batch ...
Definition: fullyconnected_layer.h:95
daal::algorithms::neural_networks::layers::interface1::LayerIface
Abstract class that specifies the interface of layer.
Definition: layer.h:83
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch
Provides methods for forward fully-connected layer computations in the batch processing mode ...
Definition: fullyconnected_layer_forward.h:130
daal::algorithms::neural_networks::layers::fullyconnected::interface1::Batch::Batch
Batch(size_t nOutputs)
Definition: fullyconnected_layer.h:102
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::interface1::LayerIface::forwardLayer
forward::LayerIfacePtr forwardLayer
Definition: layer.h:86
daal::algorithms::neural_networks::layers::fullyconnected::interface1::Batch::parameter
Parameter parameter
Definition: fullyconnected_layer.h:98