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

pooling1d_layer_types.h
1 /* file: pooling1d_layer_types.h */
2 /*******************************************************************************
3 * Copyright 2014-2019 Intel Corporation.
4 *
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6 * your use of them is governed by the express license under which they were
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9 * the related documents without Intel's prior written permission.
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13 * License.
14 *******************************************************************************/
15 
16 /*
17 //++
18 // Implementation of 1D pooling layer.
19 //--
20 */
21 
22 #ifndef __POOLING1D_LAYER_TYPES_H__
23 #define __POOLING1D_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 pooling1d
49 {
53 namespace interface1
54 {
60 struct KernelSize
61 {
67  KernelSize(size_t first = 2) { size[0] = first;}
68  size_t size[1];
69 };
70 
75 struct Stride
76 {
81  Stride(size_t first = 2) { size[0] = first;}
82  size_t size[1];
83 };
84 
90 struct Padding
91 {
97  Padding(size_t first = 0) { size[0] = first;}
98  size_t size[1];
99 };
100 
105 struct Index
106 {
111  Index(size_t first = 2) { size[0] = first;}
112  size_t size[1];
113 };
114 
121 /* [Parameter source code] */
122 struct DAAL_EXPORT Parameter: public layers::Parameter
123 {
132  Parameter(size_t index, size_t kernelSize = 2, size_t stride = 2, size_t padding = 0);
133 
134  Stride stride;
135  Padding padding;
137  KernelSize kernelSize;
139  Index index;
140 };
141 /* [Parameter source code] */
142 
143 } // interface1
144 using interface1::Parameter;
145 using interface1::KernelSize;
146 using interface1::Stride;
147 using interface1::Padding;
148 using interface1::Index;
149 
150 } // namespace pooling1d
152 } // namespace layers
153 } // namespace neural_networks
154 } // namespace algorithm
155 } // namespace daal
156 
157 #endif
daal::algorithms::neural_networks::layers::pooling1d::interface1::Index::Index
Index(size_t first=2)
Definition: pooling1d_layer_types.h:111
daal::algorithms::neural_networks::layers::pooling1d::interface1::KernelSize::KernelSize
KernelSize(size_t first=2)
Definition: pooling1d_layer_types.h:67
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:90
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::pooling1d::interface1::Padding::Padding
Padding(size_t first=0)
Definition: pooling1d_layer_types.h:97
daal_defines.h
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:75
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::padding
Padding padding
Definition: pooling1d_layer_types.h:135
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::kernelSize
KernelSize kernelSize
Definition: pooling1d_layer_types.h:137
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:60
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:105
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter
Parameters for the forward and backward pooling layers.
Definition: pooling1d_layer_types.h:122
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::stride
Stride stride
Definition: pooling1d_layer_types.h:134
daal::algorithms::neural_networks::layers::pooling1d::interface1::Stride::Stride
Stride(size_t first=2)
Definition: pooling1d_layer_types.h:81
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::index
Index index
Definition: pooling1d_layer_types.h:139

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