C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

pooling3d_layer_types.h
1 /* file: pooling3d_layer_types.h */
2 /*******************************************************************************
3 * Copyright 2014-2020 Intel Corporation
4 *
5 * Licensed under the Apache License, Version 2.0 (the "License");
6 * you may not use this file except in compliance with the License.
7 * You may obtain a copy of the License at
8 *
9 * http://www.apache.org/licenses/LICENSE-2.0
10 *
11 * Unless required by applicable law or agreed to in writing, software
12 * distributed under the License is distributed on an "AS IS" BASIS,
13 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14 * See the License for the specific language governing permissions and
15 * limitations under the License.
16 *******************************************************************************/
17 
18 /*
19 //++
20 // Implementation of 3D pooling layer.
21 //--
22 */
23 
24 #ifndef __POOLING3D_LAYER_TYPES_H__
25 #define __POOLING3D_LAYER_TYPES_H__
26 
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "data_management/data/homogen_tensor.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/neural_networks/layers/layer_types.h"
32 
33 namespace daal
34 {
35 namespace algorithms
36 {
37 namespace neural_networks
38 {
39 namespace layers
40 {
50 namespace pooling3d
51 {
55 namespace interface1
56 {
63 struct KernelSizes
64 {
73  KernelSizes(size_t first = 2, size_t second = 2, size_t third = 2)
74  {
75  size[0] = first;
76  size[1] = second;
77  size[2] = third;
78  }
79  size_t size[3];
80 };
81 
87 struct Strides
88 {
96  Strides(size_t first = 2, size_t second = 2, size_t third = 2)
97  {
98  size[0] = first;
99  size[1] = second;
100  size[2] = third;
101  }
102  size_t size[3];
103 };
104 
111 struct Paddings
112 {
121  DAAL_DEPRECATED Paddings(size_t first = 2, size_t second = 2, size_t third = 2)
122  {
123  size[0] = first;
124  size[1] = second;
125  size[2] = third;
126  }
127  size_t size[3];
128 };
129 
135 struct Indices
136 {
144  Indices(size_t first = 0, size_t second = 1, size_t third = 2)
145  {
146  size[0] = first;
147  size[1] = second;
148  size[2] = third;
149  }
150  size_t size[3];
151 };
152 
160 /* [Parameter source code] */
161 struct DAAL_EXPORT Parameter: public layers::Parameter
162 {
182  DAAL_DEPRECATED Parameter(size_t firstIndex, size_t secondIndex, size_t thirdIndex,
183  size_t firstKernelSize = 2, size_t secondKernelSize = 2, size_t thirdKernelSize = 2,
184  size_t firstStride = 2, size_t secondStride = 2, size_t thirdStride = 2,
185  size_t firstPadding = 0, size_t secondPadding = 0, size_t thirdPadding = 0);
186 
187  Strides strides;
188  Paddings paddings;
190  KernelSizes kernelSizes;
192  Indices indices;
193 };
194 /* [Parameter source code] */
195 
196 } // interface1
197 using interface1::Parameter;
198 using interface1::KernelSizes;
199 using interface1::Strides;
200 using interface1::Paddings;
201 using interface1::Indices;
202 
203 } // namespace pooling3d
205 } // namespace layers
206 } // namespace neural_networks
207 } // namespace algorithm
208 } // namespace daal
209 
210 #endif
daal::algorithms::neural_networks::layers::pooling3d::interface1::Paddings::Paddings
DAAL_DEPRECATED Paddings(size_t first=2, size_t second=2, size_t third=2)
Definition: pooling3d_layer_types.h:121
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter::indices
Indices indices
Definition: pooling3d_layer_types.h:192
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter::strides
Strides strides
Definition: pooling3d_layer_types.h:187
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:73
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter
Parameters for the forward and backward pooling layers.
Definition: pooling3d_layer_types.h:161
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:135
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:96
daal_defines.h
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter::paddings
Paddings paddings
Definition: pooling3d_layer_types.h:188
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:87
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:111
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:63
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:144
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: pooling3d_layer_types.h:190

For more complete information about compiler optimizations, see our Optimization Notice.