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

pooling1d_layer_types.h
1 /* file: pooling1d_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
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14 * See the License for the specific language governing permissions and
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16 *******************************************************************************/
17 
18 /*
19 //++
20 // Implementation of 1D pooling layer.
21 //--
22 */
23 
24 #ifndef __POOLING1D_LAYER_TYPES_H__
25 #define __POOLING1D_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 pooling1d
51 {
55 namespace interface1
56 {
63 struct KernelSize
64 {
71  DAAL_DEPRECATED KernelSize(size_t first = 2) { size[0] = first;}
72  size_t size[1];
73 };
74 
80 struct Stride
81 {
87  DAAL_DEPRECATED Stride(size_t first = 2) { size[0] = first;}
88  size_t size[1];
89 };
90 
97 struct Padding
98 {
105  DAAL_DEPRECATED Padding(size_t first = 0) { size[0] = first;}
106  size_t size[1];
107 };
108 
114 struct Index
115 {
121  DAAL_DEPRECATED Index(size_t first = 2) { size[0] = first;}
122  size_t size[1];
123 };
124 
132 /* [Parameter source code] */
133 struct DAAL_EXPORT Parameter: public layers::Parameter
134 {
144  DAAL_DEPRECATED Parameter(size_t index, size_t kernelSize = 2, size_t stride = 2, size_t padding = 0);
145 
146  Stride stride;
147  Padding padding;
149  KernelSize kernelSize;
151  Index index;
152 };
153 /* [Parameter source code] */
154 
155 } // interface1
156 using interface1::Parameter;
157 using interface1::KernelSize;
158 using interface1::Stride;
159 using interface1::Padding;
160 using interface1::Index;
161 
162 } // namespace pooling1d
164 } // namespace layers
165 } // namespace neural_networks
166 } // namespace algorithm
167 } // namespace daal
168 
169 #endif
daal::algorithms::neural_networks::layers::pooling1d::interface1::Index::Index
DAAL_DEPRECATED Index(size_t first=2)
Definition: pooling1d_layer_types.h:121
daal::algorithms::neural_networks::layers::pooling1d::interface1::Index
Data structure representing the indices of the dimension on which pooling is performed.
Definition: pooling1d_layer_types.h:114
daal::algorithms::neural_networks::layers::pooling1d::interface1::Stride
Data structure representing the intervals on which the subtensors for pooling are computed...
Definition: pooling1d_layer_types.h:80
daal_defines.h
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::index
Index index
Definition: pooling1d_layer_types.h:151
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::stride
Stride stride
Definition: pooling1d_layer_types.h:146
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter
Parameters for the forward and backward pooling layers.
Definition: pooling1d_layer_types.h:133
daal::algorithms::neural_networks::layers::pooling1d::interface1::Padding
Data structure representing the number of data elements to implicitly add to each side of the 1D subt...
Definition: pooling1d_layer_types.h:97
daal::algorithms::neural_networks::layers::pooling1d::interface1::KernelSize::KernelSize
DAAL_DEPRECATED KernelSize(size_t first=2)
Definition: pooling1d_layer_types.h:71
daal::algorithms::neural_networks::layers::pooling1d::interface1::KernelSize
Data structure representing the size of the 1D subtensor from which the element is computed...
Definition: pooling1d_layer_types.h:63
daal::algorithms::neural_networks::layers::pooling1d::interface1::Stride::Stride
DAAL_DEPRECATED Stride(size_t first=2)
Definition: pooling1d_layer_types.h:87
daal::algorithms::neural_networks::layers::pooling1d::interface1::Padding::Padding
DAAL_DEPRECATED Padding(size_t first=0)
Definition: pooling1d_layer_types.h:105
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::padding
Padding padding
Definition: pooling1d_layer_types.h:147
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::kernelSize
KernelSize kernelSize
Definition: pooling1d_layer_types.h:149

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