C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 2

lcn_layer.h
1 /* file: lcn_layer.h */
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41 
42 /*
43 //++
44 // Implementation of the local contrast normalization layer.
45 //--
46 */
47 
48 #ifndef __NEURAL_NETWORK_LCN_LAYER_H__
49 #define __NEURAL_NETWORK_LCN_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/lcn/lcn_layer_types.h"
56 #include "algorithms/neural_networks/layers/lcn/lcn_layer_forward.h"
57 #include "algorithms/neural_networks/layers/lcn/lcn_layer_backward.h"
58 
59 namespace daal
60 {
61 namespace algorithms
62 {
63 namespace neural_networks
64 {
65 namespace layers
66 {
70 namespace lcn
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;
101  Batch()
102  {
103  forward::Batch<algorithmFPType, method> *forwardLayerObject = new forward::Batch<algorithmFPType, method>(parameter);
104  backward::Batch<algorithmFPType, method> *backwardLayerObject = new backward::Batch<algorithmFPType, method>(parameter);
105 
106  LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
107  LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
108  };
109 };
111 } // namespace interface1
112 using interface1::Batch;
113 
114 } // namespace lcn
115 } // namespace layers
116 } // namespace neural_networks
117 } // namespace algorithms
118 } // namespace daal
119 #endif
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::lcn::interface1::Batch::parameter
Parameter parameter
Definition: lcn_layer.h:98
daal::algorithms::neural_networks::layers::lcn::interface1::Parameter
local contrast normalization layer parameters
Definition: lcn_layer_types.h:118
daal_defines.h
daal::algorithms::neural_networks::layers::interface1::LayerIface
Abstract class that specifies the interface of layer.
Definition: layer.h:83
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::neural_networks::layers::interface1::LayerIface::backwardLayer
backward::LayerIfacePtr backwardLayer
Definition: layer.h:87
daal::algorithms::neural_networks::layers::lcn::backward::interface1::Batch
Provides methods for backward local contrast normalization layer computations in the batch processing...
Definition: lcn_layer_backward.h:126
daal::algorithms::neural_networks::layers::lcn::interface1::Batch
Computes the result of the forward and backward local contrast normalization layer of neural network ...
Definition: lcn_layer.h:95
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch
Provides methods for forward local contrast normalization layer computations in the batch processing ...
Definition: lcn_layer_forward.h:125
daal::algorithms::neural_networks::layers::interface1::LayerIface::forwardLayer
forward::LayerIfacePtr forwardLayer
Definition: layer.h:86
daal::algorithms::neural_networks::layers::lcn::interface1::Batch::Batch
Batch()
Definition: lcn_layer.h:101

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