C++ API Reference for Intel® Data Analytics Acceleration Library 2019 Update 4

pooling3d_layer_types.h
1 /* file: pooling3d_layer_types.h */
2 /*******************************************************************************
3 * Copyright 2014-2019 Intel Corporation.
4 *
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13 * License.
14 *******************************************************************************/
15 
16 /*
17 //++
18 // Implementation of 3D pooling layer.
19 //--
20 */
21 
22 #ifndef __POOLING3D_LAYER_TYPES_H__
23 #define __POOLING3D_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 pooling3d
49 {
53 namespace interface1
54 {
60 struct KernelSizes
61 {
69  KernelSizes(size_t first = 2, size_t second = 2, size_t third = 2)
70  {
71  size[0] = first;
72  size[1] = second;
73  size[2] = third;
74  }
75  size_t size[3];
76 };
77 
82 struct Strides
83 {
90  Strides(size_t first = 2, size_t second = 2, size_t third = 2)
91  {
92  size[0] = first;
93  size[1] = second;
94  size[2] = third;
95  }
96  size_t size[3];
97 };
98 
104 struct Paddings
105 {
113  Paddings(size_t first = 2, size_t second = 2, size_t third = 2)
114  {
115  size[0] = first;
116  size[1] = second;
117  size[2] = third;
118  }
119  size_t size[3];
120 };
121 
126 struct Indices
127 {
134  Indices(size_t first = 0, size_t second = 1, size_t third = 2)
135  {
136  size[0] = first;
137  size[1] = second;
138  size[2] = third;
139  }
140  size_t size[3];
141 };
142 
149 /* [Parameter source code] */
150 struct DAAL_EXPORT Parameter: public layers::Parameter
151 {
170  Parameter(size_t firstIndex, size_t secondIndex, size_t thirdIndex,
171  size_t firstKernelSize = 2, size_t secondKernelSize = 2, size_t thirdKernelSize = 2,
172  size_t firstStride = 2, size_t secondStride = 2, size_t thirdStride = 2,
173  size_t firstPadding = 0, size_t secondPadding = 0, size_t thirdPadding = 0);
174 
175  Strides strides;
176  Paddings paddings;
178  KernelSizes kernelSizes;
180  Indices indices;
181 };
182 /* [Parameter source code] */
183 
184 } // interface1
185 using interface1::Parameter;
186 using interface1::KernelSizes;
187 using interface1::Strides;
188 using interface1::Paddings;
189 using interface1::Indices;
190 
191 } // namespace pooling3d
193 } // namespace layers
194 } // namespace neural_networks
195 } // namespace algorithm
196 } // namespace daal
197 
198 #endif
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: pooling3d_layer_types.h:178
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter
Parameters for the forward and backward pooling layers.
Definition: pooling3d_layer_types.h:150
daal::algorithms::neural_networks::layers::pooling3d::interface1::KernelSizes
Data structure representing the size of the 3D subtensor from which the element is computed...
Definition: pooling3d_layer_types.h:60
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter::paddings
Paddings paddings
Definition: pooling3d_layer_types.h:176
daal_defines.h
daal::algorithms::neural_networks::layers::pooling3d::interface1::Strides
Data structure representing the intervals on which the subtensors for pooling are computed...
Definition: pooling3d_layer_types.h:82
daal::algorithms::neural_networks::layers::pooling3d::interface1::Paddings
Data structure representing the number of data elements to implicitly add to each size of the three-d...
Definition: pooling3d_layer_types.h:104
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter::strides
Strides strides
Definition: pooling3d_layer_types.h:175
daal::algorithms::neural_networks::layers::pooling3d::interface1::Strides::Strides
Strides(size_t first=2, size_t second=2, size_t third=2)
Definition: pooling3d_layer_types.h:90
daal::algorithms::neural_networks::layers::pooling3d::interface1::Indices::Indices
Indices(size_t first=0, size_t second=1, size_t third=2)
Definition: pooling3d_layer_types.h:134
daal::algorithms::neural_networks::layers::pooling3d::interface1::KernelSizes::KernelSizes
KernelSizes(size_t first=2, size_t second=2, size_t third=2)
Definition: pooling3d_layer_types.h:69
daal::algorithms::neural_networks::layers::pooling3d::interface1::Paddings::Paddings
Paddings(size_t first=2, size_t second=2, size_t third=2)
Definition: pooling3d_layer_types.h:113
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter::indices
Indices indices
Definition: pooling3d_layer_types.h:180
daal::algorithms::neural_networks::layers::pooling3d::interface1::Indices
Data structure representing the indices of the three dimensions on which pooling is performed...
Definition: pooling3d_layer_types.h:126

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