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

pooling2d_layer_types.h
1 /* file: pooling2d_layer_types.h */
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41 
42 /*
43 //++
44 // Implementation of 2D pooling layer.
45 //--
46 */
47 
48 #ifndef __POOLING2D_LAYER_TYPES_H__
49 #define __POOLING2D_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 pooling2d
75 {
79 namespace interface1
80 {
86 struct KernelSizes
87 {
94  KernelSizes(size_t first = 2, size_t second = 2) { size[0] = first; size[1] = second; }
95  size_t size[2];
96 };
97 
102 struct Strides
103 {
109  Strides(size_t first = 2, size_t second = 2) { size[0] = first; size[1] = second; }
110  size_t size[2];
111 };
112 
118 struct Paddings
119 {
126  Paddings(size_t first = 2, size_t second = 2) { size[0] = first; size[1] = second; }
127  size_t size[2];
128 };
129 
134 struct Indices
135 {
141  Indices(size_t first = 2, size_t second = 3) { size[0] = first; size[1] = second; }
142  size_t size[2];
143 };
144 
151 /* [Parameter source code] */
152 struct DAAL_EXPORT Parameter: public layers::Parameter
153 {
167  Parameter(size_t firstIndex, size_t secondIndex, size_t firstKernelSize = 2, size_t secondKernelSize = 2,
168  size_t firstStride = 2, size_t secondStride = 2, size_t firstPadding = 0, size_t secondPadding = 0);
169 
170  Strides strides;
171  Paddings paddings;
173  KernelSizes kernelSizes;
175  Indices indices;
176 };
177 /* [Parameter source code] */
178 
179 } // interface1
180 using interface1::Parameter;
181 using interface1::KernelSizes;
182 using interface1::Strides;
183 using interface1::Paddings;
184 using interface1::Indices;
185 
186 } // namespace pooling2d
188 } // namespace layers
189 } // namespace neural_networks
190 } // namespace algorithm
191 } // namespace daal
192 
193 #endif
daal::algorithms::neural_networks::layers::pooling2d::interface1::Indices::Indices
Indices(size_t first=2, size_t second=3)
Definition: pooling2d_layer_types.h:141
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::strides
Strides strides
Definition: pooling2d_layer_types.h:170
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::pooling2d::interface1::Paddings
Data structure representing the number of data elements to implicitly add to each side of the 2D subt...
Definition: pooling2d_layer_types.h:118
daal::algorithms::neural_networks::layers::pooling2d::interface1::Strides::Strides
Strides(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:109
daal::algorithms::neural_networks::layers::pooling2d::interface1::KernelSizes::KernelSizes
KernelSizes(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:94
daal_defines.h
daal::algorithms::neural_networks::layers::pooling2d::interface1::KernelSizes
Data structure representing the size of the 2D subtensor from which the element is computed...
Definition: pooling2d_layer_types.h:86
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter
Parameters for the forward and backward two-dimensional pooling layers.
Definition: pooling2d_layer_types.h:152
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::paddings
Paddings paddings
Definition: pooling2d_layer_types.h:171
daal::algorithms::neural_networks::layers::pooling2d::interface1::Paddings::Paddings
Paddings(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:126
daal::algorithms::neural_networks::layers::pooling2d::interface1::Strides
Data structure representing the intervals on which the subtensors for pooling are computed...
Definition: pooling2d_layer_types.h:102
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: pooling2d_layer_types.h:173
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::indices
Indices indices
Definition: pooling2d_layer_types.h:175
daal::algorithms::neural_networks::layers::pooling2d::interface1::Indices
Data structure representing the indices of the two dimensions on which pooling is performed...
Definition: pooling2d_layer_types.h:134

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