C++ API Reference for Intel® Data Analytics Acceleration Library 2019 Update 5

softmax_layer.h
1 /* file: softmax_layer.h */
2 /*******************************************************************************
3 * Copyright 2014-2019 Intel Corporation.
4 *
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9 * the related documents without Intel's prior written permission.
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13 * License.
14 *******************************************************************************/
15 
16 /*
17 //++
18 // Implementation of the softmax layer interface.
19 //--
20 */
21 
22 #ifndef __SOFTMAX_LAYER_H__
23 #define __SOFTMAX_LAYER_H__
24 
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/tensor.h"
27 #include "services/daal_defines.h"
28 #include "algorithms/neural_networks/layers/layer.h"
29 #include "algorithms/neural_networks/layers/softmax/softmax_layer_types.h"
30 #include "algorithms/neural_networks/layers/softmax/softmax_layer_forward.h"
31 #include "algorithms/neural_networks/layers/softmax/softmax_layer_backward.h"
32 
33 namespace daal
34 {
35 namespace algorithms
36 {
37 namespace neural_networks
38 {
39 namespace layers
40 {
41 namespace softmax
42 {
43 namespace interface1
44 {
65 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
66 class Batch : public LayerIface
67 {
68 public:
69  Parameter parameter;
72  Batch()
73  {
74  forward::Batch<algorithmFPType, method> *forwardLayerObject = new forward::Batch<algorithmFPType, method>(parameter);
75  backward::Batch<algorithmFPType, method> *backwardLayerObject = new backward::Batch<algorithmFPType, method>(parameter);
76 
77  LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
78  LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
79  };
80 };
82 } // namespace interface1
83 using interface1::Batch;
84 
85 } // namespace softmax
86 } // namespace layers
87 } // namespace neural_networks
88 } // namespace algorithms
89 } // namespace daal
90 #endif
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::softmax::interface1::Batch::Batch
Batch()
Definition: softmax_layer.h:72
daal::algorithms::neural_networks::layers::softmax::interface1::Batch::parameter
Parameter parameter
Definition: softmax_layer.h:69
daal::algorithms::neural_networks::layers::softmax::interface1::Batch
Provides methods for the softmax layer in the batch processing mode.
Definition: softmax_layer.h:66
daal_defines.h
daal::algorithms::neural_networks::layers::softmax::interface1::Parameter
Parameters for the softmax layer.
Definition: softmax_layer_types.h:83

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