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

tanh_layer.h
1 /* file: tanh_layer.h */
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41 
42 /*
43 //++
44 // Implementation of the hyperbolic tangent layer
45 //--
46 */
47 
48 #ifndef __TANH_LAYER_H__
49 #define __TANH_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/tanh/tanh_layer_types.h"
56 #include "algorithms/neural_networks/layers/tanh/tanh_layer_forward.h"
57 #include "algorithms/neural_networks/layers/tanh/tanh_layer_backward.h"
58 
59 namespace daal
60 {
61 namespace algorithms
62 {
63 namespace neural_networks
64 {
65 namespace layers
66 {
70 namespace tanh
71 {
75 namespace interface1
76 {
97 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
98 class Batch : public LayerIface
99 {
100 public:
101  Parameter parameter;
103  Batch()
104  {
105  forward::Batch<algorithmFPType, method> *forwardLayerObject = new forward::Batch<algorithmFPType, method>(parameter);
106  backward::Batch<algorithmFPType, method> *backwardLayerObject = new backward::Batch<algorithmFPType, method>(parameter);
107 
108  LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
109  LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
110  };
111 };
113 } // namespace interface1
114 using interface1::Batch;
115 
116 } // namespace tanh
117 } // namespace layers
118 } // namespace neural_networks
119 } // namespace algorithms
120 } // namespace daal
121 #endif
daal::algorithms::neural_networks::layers::tanh::interface1::Parameter
Parameters for the tanh layer.
Definition: tanh_layer_types.h:108
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::tanh::interface1::Batch
Provides methods for the hyperbolic tangent layer in the batch processing mode.
Definition: tanh_layer.h:98
daal_defines.h
daal::algorithms::neural_networks::layers::tanh::interface1::Batch::parameter
Parameter parameter
Definition: tanh_layer.h:101
daal::algorithms::neural_networks::layers::tanh::interface1::Batch::Batch
Batch()
Default constructor.
Definition: tanh_layer.h:103

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