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

pooling2d_layer_types.h
1 /* file: pooling2d_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 2D pooling layer.
21 //--
22 */
23 
24 #ifndef __POOLING2D_LAYER_TYPES_H__
25 #define __POOLING2D_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 pooling2d
51 {
55 namespace interface1
56 {
63 struct KernelSizes
64 {
72  DAAL_DEPRECATED KernelSizes(size_t first = 2, size_t second = 2) { size[0] = first; size[1] = second; }
73  size_t size[2];
74 };
75 
81 struct Strides
82 {
89  DAAL_DEPRECATED Strides(size_t first = 2, size_t second = 2) { size[0] = first; size[1] = second; }
90  size_t size[2];
91 };
92 
99 struct Paddings
100 {
108  DAAL_DEPRECATED Paddings(size_t first = 2, size_t second = 2) { size[0] = first; size[1] = second; }
109  size_t size[2];
110 };
111 
117 struct Indices
118 {
125  DAAL_DEPRECATED Indices(size_t first = 2, size_t second = 3) { size[0] = first; size[1] = second; }
126  size_t size[2];
127 };
128 
137 /* [Parameter source code] */
138 struct DAAL_EXPORT Parameter: public layers::Parameter
139 {
154  DAAL_DEPRECATED Parameter(size_t firstIndex, size_t secondIndex, size_t firstKernelSize = 2, size_t secondKernelSize = 2,
155  size_t firstStride = 2, size_t secondStride = 2, size_t firstPadding = 0, size_t secondPadding = 0);
156 
157  Strides strides;
158  Paddings paddings;
160  KernelSizes kernelSizes;
162  Indices indices;
163 };
164 /* [Parameter source code] */
165 
166 } // interface1
167 using interface1::Parameter;
168 using interface1::KernelSizes;
169 using interface1::Strides;
170 using interface1::Paddings;
171 using interface1::Indices;
172 
173 } // namespace pooling2d
175 } // namespace layers
176 } // namespace neural_networks
177 } // namespace algorithm
178 } // namespace daal
179 
180 #endif
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:117
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:99
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: pooling2d_layer_types.h:160
daal::algorithms::neural_networks::layers::pooling2d::interface1::Strides::Strides
DAAL_DEPRECATED Strides(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:89
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter
Parameters for the forward and backward two-dimensional pooling layers.
Definition: pooling2d_layer_types.h:138
daal_defines.h
daal::algorithms::neural_networks::layers::pooling2d::interface1::Paddings::Paddings
DAAL_DEPRECATED Paddings(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:108
daal::algorithms::neural_networks::layers::pooling2d::interface1::KernelSizes::KernelSizes
DAAL_DEPRECATED KernelSizes(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:72
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::strides
Strides strides
Definition: pooling2d_layer_types.h:157
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::indices
Indices indices
Definition: pooling2d_layer_types.h:162
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:81
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::paddings
Paddings paddings
Definition: pooling2d_layer_types.h:158
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:63
daal::algorithms::neural_networks::layers::pooling2d::interface1::Indices::Indices
DAAL_DEPRECATED Indices(size_t first=2, size_t second=3)
Definition: pooling2d_layer_types.h:125

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