C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 3

relu_layer.h
1 /* file: relu_layer.h */
2 /*******************************************************************************
3 * Copyright 2014-2018 Intel Corporation.
4 *
5 * This software and the related documents are Intel copyrighted materials, and
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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 rectifier linear unit (relu) layer
19 //--
20 */
21 
22 #ifndef __RELU_LAYER_H__
23 #define __RELU_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/relu/relu_layer_types.h"
30 #include "algorithms/neural_networks/layers/relu/relu_layer_forward.h"
31 #include "algorithms/neural_networks/layers/relu/relu_layer_backward.h"
32 
33 namespace daal
34 {
35 namespace algorithms
36 {
37 namespace neural_networks
38 {
39 namespace layers
40 {
44 namespace relu
45 {
49 namespace interface1
50 {
71 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
72 class Batch : public LayerIface
73 {
74 public:
75  Parameter parameter;
77  Batch()
78  {
79  forward::Batch<algorithmFPType, method> *forwardLayerObject = new forward::Batch<algorithmFPType, method>(parameter);
80  backward::Batch<algorithmFPType, method> *backwardLayerObject = new backward::Batch<algorithmFPType, method>(parameter);
81 
82  LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
83  LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
84  };
85 };
87 } // namespace interface1
88 using interface1::Batch;
89 
90 } // namespace relu
91 } // namespace layers
92 } // namespace neural_networks
93 } // namespace algorithms
94 } // namespace daal
95 #endif
daal::algorithms::neural_networks::layers::relu::interface1::Batch::parameter
Parameter parameter
Definition: relu_layer.h:75
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::relu::interface1::Parameter
Parameters for the relu layer.
Definition: relu_layer_types.h:82
daal::algorithms::neural_networks::layers::relu::interface1::Batch
Provides methods for the relu layer in the batch processing mode.
Definition: relu_layer.h:72
daal_defines.h
daal::algorithms::neural_networks::layers::relu::interface1::Batch::Batch
Batch()
Default constructor.
Definition: relu_layer.h:77

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