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

pooling1d_layer_types.h
1 /* file: pooling1d_layer_types.h */
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41 
42 /*
43 //++
44 // Implementation of 1D pooling layer.
45 //--
46 */
47 
48 #ifndef __POOLING1D_LAYER_TYPES_H__
49 #define __POOLING1D_LAYER_TYPES_H__
50 
51 #include "algorithms/algorithm.h"
52 #include "data_management/data/tensor.h"
53 #include "data_management/data/homogen_tensor.h"
54 #include "services/daal_defines.h"
55 #include "algorithms/neural_networks/layers/layer_types.h"
56 
57 namespace daal
58 {
59 namespace algorithms
60 {
61 namespace neural_networks
62 {
63 namespace layers
64 {
74 namespace pooling1d
75 {
79 namespace interface1
80 {
86 struct KernelSize
87 {
93  KernelSize(size_t first = 2) { size[0] = first;}
94  size_t size[1];
95 };
96 
101 struct Stride
102 {
107  Stride(size_t first = 2) { size[0] = first;}
108  size_t size[1];
109 };
110 
116 struct Padding
117 {
123  Padding(size_t first = 0) { size[0] = first;}
124  size_t size[1];
125 };
126 
131 struct Index
132 {
137  Index(size_t first = 2) { size[0] = first;}
138  size_t size[1];
139 };
140 
147 /* [Parameter source code] */
148 struct DAAL_EXPORT Parameter: public layers::Parameter
149 {
158  Parameter(size_t index, size_t kernelSize = 2, size_t stride = 2, size_t padding = 0);
159 
160  Stride stride;
161  Padding padding;
163  KernelSize kernelSize;
165  Index index;
166 };
167 /* [Parameter source code] */
168 
169 } // interface1
170 using interface1::Parameter;
171 using interface1::KernelSize;
172 using interface1::Stride;
173 using interface1::Padding;
174 using interface1::Index;
175 
176 } // namespace pooling1d
178 } // namespace layers
179 } // namespace neural_networks
180 } // namespace algorithm
181 } // namespace daal
182 
183 #endif
daal::algorithms::neural_networks::layers::pooling1d::interface1::Index::Index
Index(size_t first=2)
Definition: pooling1d_layer_types.h:137
daal::algorithms::neural_networks::layers::pooling1d::interface1::KernelSize::KernelSize
KernelSize(size_t first=2)
Definition: pooling1d_layer_types.h:93
daal::algorithms::neural_networks::layers::pooling1d::interface1::Padding
Data structure representing the number of data elements to implicitly add to each side of the 1D subt...
Definition: pooling1d_layer_types.h:116
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::pooling1d::interface1::Padding::Padding
Padding(size_t first=0)
Definition: pooling1d_layer_types.h:123
daal_defines.h
daal::algorithms::neural_networks::layers::pooling1d::interface1::Stride
Data structure representing the intervals on which the subtensors for pooling are computed...
Definition: pooling1d_layer_types.h:101
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::padding
Padding padding
Definition: pooling1d_layer_types.h:161
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::kernelSize
KernelSize kernelSize
Definition: pooling1d_layer_types.h:163
daal::algorithms::neural_networks::layers::pooling1d::interface1::KernelSize
Data structure representing the size of the 1D subtensor from which the element is computed...
Definition: pooling1d_layer_types.h:86
daal::algorithms::neural_networks::layers::pooling1d::interface1::Index
Data structure representing the indices of the dimension on which pooling is performed.
Definition: pooling1d_layer_types.h:131
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter
Parameters for the forward and backward pooling layers.
Definition: pooling1d_layer_types.h:148
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::stride
Stride stride
Definition: pooling1d_layer_types.h:160
daal::algorithms::neural_networks::layers::pooling1d::interface1::Stride::Stride
Stride(size_t first=2)
Definition: pooling1d_layer_types.h:107
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::index
Index index
Definition: pooling1d_layer_types.h:165

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