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

pooling2d_layer_types.h
1 /* file: pooling2d_layer_types.h */
2 /*******************************************************************************
3 * Copyright 2014-2019 Intel Corporation.
4 *
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13 * License.
14 *******************************************************************************/
15 
16 /*
17 //++
18 // Implementation of 2D pooling layer.
19 //--
20 */
21 
22 #ifndef __POOLING2D_LAYER_TYPES_H__
23 #define __POOLING2D_LAYER_TYPES_H__
24 
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/tensor.h"
27 #include "data_management/data/homogen_tensor.h"
28 #include "services/daal_defines.h"
29 #include "algorithms/neural_networks/layers/layer_types.h"
30 
31 namespace daal
32 {
33 namespace algorithms
34 {
35 namespace neural_networks
36 {
37 namespace layers
38 {
48 namespace pooling2d
49 {
53 namespace interface1
54 {
60 struct KernelSizes
61 {
68  KernelSizes(size_t first = 2, size_t second = 2) { size[0] = first; size[1] = second; }
69  size_t size[2];
70 };
71 
76 struct Strides
77 {
83  Strides(size_t first = 2, size_t second = 2) { size[0] = first; size[1] = second; }
84  size_t size[2];
85 };
86 
92 struct Paddings
93 {
100  Paddings(size_t first = 2, size_t second = 2) { size[0] = first; size[1] = second; }
101  size_t size[2];
102 };
103 
108 struct Indices
109 {
115  Indices(size_t first = 2, size_t second = 3) { size[0] = first; size[1] = second; }
116  size_t size[2];
117 };
118 
125 /* [Parameter source code] */
126 struct DAAL_EXPORT Parameter: public layers::Parameter
127 {
141  Parameter(size_t firstIndex, size_t secondIndex, size_t firstKernelSize = 2, size_t secondKernelSize = 2,
142  size_t firstStride = 2, size_t secondStride = 2, size_t firstPadding = 0, size_t secondPadding = 0);
143 
144  Strides strides;
145  Paddings paddings;
147  KernelSizes kernelSizes;
149  Indices indices;
150 };
151 /* [Parameter source code] */
152 
153 } // interface1
154 using interface1::Parameter;
155 using interface1::KernelSizes;
156 using interface1::Strides;
157 using interface1::Paddings;
158 using interface1::Indices;
159 
160 } // namespace pooling2d
162 } // namespace layers
163 } // namespace neural_networks
164 } // namespace algorithm
165 } // namespace daal
166 
167 #endif
daal::algorithms::neural_networks::layers::pooling2d::interface1::Indices::Indices
Indices(size_t first=2, size_t second=3)
Definition: pooling2d_layer_types.h:115
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::strides
Strides strides
Definition: pooling2d_layer_types.h:144
daal
Definition: algorithm_base_common.h:31
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:92
daal::algorithms::neural_networks::layers::pooling2d::interface1::Strides::Strides
Strides(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:83
daal::algorithms::neural_networks::layers::pooling2d::interface1::KernelSizes::KernelSizes
KernelSizes(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:68
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:60
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter
Parameters for the forward and backward two-dimensional pooling layers.
Definition: pooling2d_layer_types.h:126
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::paddings
Paddings paddings
Definition: pooling2d_layer_types.h:145
daal::algorithms::neural_networks::layers::pooling2d::interface1::Paddings::Paddings
Paddings(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:100
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:76
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: pooling2d_layer_types.h:147
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::indices
Indices indices
Definition: pooling2d_layer_types.h:149
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:108

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