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

transposed_conv2d_layer_types.h
1 /* file: transposed_conv2d_layer_types.h */
2 /*******************************************************************************
3 * Copyright 2014-2019 Intel Corporation.
4 *
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13 * License.
14 *******************************************************************************/
15 
16 /*
17 //++
18 // Two-dimensional (2D) transposed convolution layer parameter structure.
19 //--
20 */
21 
22 #ifndef __TRANSPOSED_CONV2D_LAYER_TYPES_H__
23 #define __TRANSPOSED_CONV2D_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 {
45 namespace transposed_conv2d
46 {
51 enum Method
52 {
53  defaultDense = 0,
54 };
55 
60 enum LayerDataId
61 {
62  auxData,
63  auxWeights,
64  lastLayerDataId = auxWeights
65 };
66 
71 struct KernelSizes
72 {
78  KernelSizes(size_t first, size_t second) { size[0] = first; size[1] = second; }
79  size_t size[2];
80 };
81 
86 struct Strides
87 {
93  Strides(size_t first, size_t second) { size[0] = first; size[1] = second; }
94  size_t size[2];
95 };
96 
102 struct Paddings
103 {
110  Paddings(int first, int second) { size[0] = first; size[1] = second; }
111  int size[2];
112 };
113 
118 struct Indices
119 {
125  Indices(size_t first, size_t second) { dims[0] = first; dims[1] = second; }
126  size_t dims[2];
127 };
128 
133 struct ValueSizes
134 {
140  ValueSizes(size_t first, size_t second) { size[0] = first; size[1] = second; }
141  size_t size[2];
142 };
143 
144 namespace interface1
145 {
150 class DAAL_EXPORT Parameter: public layers::Parameter
151 {
152 public:
156  Parameter();
157 
158  Indices indices;
159  size_t groupDimension;
160  KernelSizes kernelSizes;
161  Strides strides;
162  Paddings paddings;
163  size_t nKernels;
164  size_t nGroups;
165  ValueSizes valueSizes;
167 };
168 
169 } // namespace interface1
170 using interface1::Parameter;
171 
172 } // namespace transposed_conv2d
174 } // namespace layers
175 } // namespace neural_networks
176 } // namespace algorithms
177 } // namespace daal
178 #endif
daal::algorithms::neural_networks::layers::transposed_conv2d::auxData
Definition: transposed_conv2d_layer_types.h:62
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::nKernels
size_t nKernels
Definition: transposed_conv2d_layer_types.h:163
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::transposed_conv2d::Indices
Data structure representing the indices of the two dimensions on which 2D transposed convolution is p...
Definition: transposed_conv2d_layer_types.h:118
daal::algorithms::neural_networks::layers::transposed_conv2d::Paddings::Paddings
Paddings(int first, int second)
Definition: transposed_conv2d_layer_types.h:110
daal::algorithms::neural_networks::layers::transposed_conv2d::LayerDataId
LayerDataId
Definition: transposed_conv2d_layer_types.h:60
daal::algorithms::neural_networks::layers::transposed_conv2d::defaultDense
Definition: transposed_conv2d_layer_types.h:53
daal::algorithms::neural_networks::layers::transposed_conv2d::Indices::Indices
Indices(size_t first, size_t second)
Definition: transposed_conv2d_layer_types.h:125
daal::algorithms::neural_networks::layers::transposed_conv2d::Method
Method
Definition: transposed_conv2d_layer_types.h:51
daal::algorithms::neural_networks::layers::transposed_conv2d::auxWeights
Definition: transposed_conv2d_layer_types.h:63
daal::algorithms::neural_networks::layers::transposed_conv2d::KernelSizes
Data structure representing the size of the two-dimensional kernel subtensor.
Definition: transposed_conv2d_layer_types.h:71
daal_defines.h
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::indices
Indices indices
Definition: transposed_conv2d_layer_types.h:158
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::paddings
Paddings paddings
Definition: transposed_conv2d_layer_types.h:162
daal::algorithms::neural_networks::layers::transposed_conv2d::ValueSizes::ValueSizes
ValueSizes(size_t first, size_t second)
Definition: transposed_conv2d_layer_types.h:140
daal::algorithms::neural_networks::layers::transposed_conv2d::KernelSizes::KernelSizes
KernelSizes(size_t first, size_t second)
Definition: transposed_conv2d_layer_types.h:78
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::strides
Strides strides
Definition: transposed_conv2d_layer_types.h:161
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter
2D transposed convolution layer parameters
Definition: transposed_conv2d_layer_types.h:150
daal::algorithms::neural_networks::layers::transposed_conv2d::Strides
Data structure representing the intervals on which the subtensors for 2D transposed convolution are s...
Definition: transposed_conv2d_layer_types.h:86
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::nGroups
size_t nGroups
Definition: transposed_conv2d_layer_types.h:164
daal::algorithms::neural_networks::layers::transposed_conv2d::Paddings
Data structure representing the number of data elements to implicitly add to each size of the two-dim...
Definition: transposed_conv2d_layer_types.h:102
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::groupDimension
size_t groupDimension
Definition: transposed_conv2d_layer_types.h:159
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: transposed_conv2d_layer_types.h:160
daal::algorithms::neural_networks::layers::transposed_conv2d::Strides::Strides
Strides(size_t first, size_t second)
Definition: transposed_conv2d_layer_types.h:93
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::valueSizes
ValueSizes valueSizes
Definition: transposed_conv2d_layer_types.h:165
daal::algorithms::neural_networks::layers::transposed_conv2d::ValueSizes
Data structure representing the value sizes of the two dimensions on which 2D transposed convolution ...
Definition: transposed_conv2d_layer_types.h:133

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