C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 1

fullyconnected_layer.h
1 /* file: fullyconnected_layer.h */
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41 
42 /*
43 //++
44 // Implementation of fully-connected neural network layer.
45 //--
46 */
47 
48 #ifndef __FULLYCONNECTED_LAYER_H__
49 #define __FULLYCONNECTED_LAYER_H__
50 
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"
58 
59 namespace daal
60 {
61 namespace algorithms
62 {
63 namespace neural_networks
64 {
65 namespace layers
66 {
70 namespace fullyconnected
71 {
75 namespace interface1
76 {
94 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
95 class Batch : public LayerIface
96 {
97 public:
98  Parameter parameter;
102  Batch(size_t nOutputs): parameter(nOutputs)
103  {
104  forward::Batch<algorithmFPType, method> *forwardLayerObject = new forward::Batch<algorithmFPType, method>(parameter);
105  backward::Batch<algorithmFPType, method> *backwardLayerObject = new backward::Batch<algorithmFPType, method>(parameter);
106 
107  LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
108  LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
109  };
110 };
112 } // namespace interface1
113 using interface1::Batch;
114 
115 } // namespace fullyconnected
116 } // namespace layers
117 } // namespace neural_networks
118 } // namespace algorithms
119 } // namespace daal
120 #endif
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_defines.h
daal::algorithms::neural_networks::layers::fullyconnected::interface1::Batch::Batch
Batch(size_t nOutputs)
Definition: fullyconnected_layer.h:102
daal::algorithms::neural_networks::layers::fullyconnected::interface1::Batch::parameter
Parameter parameter
Definition: fullyconnected_layer.h:98

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