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

softmax_cross_layer.h
1 /* file: softmax_cross_layer.h */
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41 
42 /*
43 //++
44 // Implementation of the softmax cross layer.
45 //--
46 */
47 
48 #ifndef __NEURAL_NENTWORK_LOSS_SOFTMAX_CROSS_LAYER_H__
49 #define __NEURAL_NENTWORK_LOSS_SOFTMAX_CROSS_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/loss/loss_layer.h"
56 #include "algorithms/neural_networks/layers/loss/softmax_cross_layer_types.h"
57 #include "algorithms/neural_networks/layers/loss/softmax_cross_layer_forward.h"
58 #include "algorithms/neural_networks/layers/loss/softmax_cross_layer_backward.h"
59 
60 namespace daal
61 {
62 namespace algorithms
63 {
64 namespace neural_networks
65 {
66 namespace layers
67 {
68 namespace loss
69 {
73 namespace softmax_cross
74 {
75 namespace interface1
76 {
97 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
98 class Batch : public loss::Batch
99 {
100 public:
102  Batch()
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 
111  Parameter parameter;
112 };
114 } // namespace interface1
115 using interface1::Batch;
116 
117 } // namespace softmax_cross
118 } // namespace loss
119 } // namespace layers
120 } // namespace neural_networks
121 } // namespace algorithms
122 } // namespace daal
123 #endif
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::loss::softmax_cross::interface1::Batch
Provides methods for the softmax cross-entropy layer in the batch processing mode.
Definition: softmax_cross_layer.h:98
daal::algorithms::neural_networks::layers::loss::softmax_cross::interface1::Batch::Batch
Batch()
Definition: softmax_cross_layer.h:102
daal_defines.h
daal::algorithms::neural_networks::layers::loss::interface1::Batch
Provides methods for the loss layer in the batch processing mode.
Definition: loss_layer.h:92
daal::algorithms::neural_networks::layers::loss::softmax_cross::interface1::Batch::parameter
Parameter parameter
Definition: softmax_cross_layer.h:109
daal::algorithms::neural_networks::layers::loss::softmax_cross::interface1::Parameter
Parameters for the softmax cross-entropy layer.
Definition: softmax_cross_layer_types.h:108

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