C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 1

locallyconnected2d_layer_types.h
1 /* file: locallyconnected2d_layer_types.h */
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41 
42 /*
43 //++
44 // Two-dimensional (2D) locally connected layer parameter structure.
45 //--
46 */
47 
48 #ifndef __LOCALLYCONNECTED2D_LAYER_TYPES_H__
49 #define __LOCALLYCONNECTED2D_LAYER_TYPES_H__
50 
51 #include "algorithms/algorithm.h"
52 #include "data_management/data/tensor.h"
53 #include "data_management/data/homogen_tensor.h"
54 #include "services/daal_defines.h"
55 #include "algorithms/neural_networks/layers/layer_types.h"
56 
57 namespace daal
58 {
59 namespace algorithms
60 {
61 namespace neural_networks
62 {
63 namespace layers
64 {
71 namespace locallyconnected2d
72 {
77 enum Method
78 {
79  defaultDense = 0,
80 };
81 
86 enum LayerDataId
87 {
88  auxData,
89  auxWeights,
90  lastLayerDataId = auxWeights
91 };
92 
97 struct KernelSizes
98 {
104  KernelSizes(size_t first, size_t second) { size[0] = first; size[1] = second; }
105  size_t size[2];
106 };
107 
112 struct Strides
113 {
119  Strides(size_t first, size_t second) { size[0] = first; size[1] = second; }
120  size_t size[2];
121 };
122 
128 struct Paddings
129 {
136  Paddings(int first, int second) { size[0] = first; size[1] = second; }
137  int size[2];
138 };
139 
144 struct Indices
145 {
151  Indices(size_t first, size_t second) { dims[0] = first; dims[1] = second; }
152  size_t dims[2];
153 };
154 
155 namespace interface1
156 {
161 class DAAL_EXPORT Parameter: public layers::Parameter
162 {
163 public:
167  Parameter();
168 
169  Indices indices;
170  size_t groupDimension;
171  KernelSizes kernelSizes;
172  Strides strides;
173  Paddings paddings;
174  size_t nKernels;
175  size_t nGroups;
182  services::Status check() const;
183 };
184 
185 } // namespace interface1
186 using interface1::Parameter;
187 
188 } // namespace locallyconnected2d
190 } // namespace layers
191 } // namespace neural_networks
192 } // namespace algorithms
193 } // namespace daal
194 #endif
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::locallyconnected2d::KernelSizes::KernelSizes
KernelSizes(size_t first, size_t second)
Definition: locallyconnected2d_layer_types.h:104
daal_defines.h
daal::algorithms::neural_networks::layers::locallyconnected2d::Indices::Indices
Indices(size_t first, size_t second)
Definition: locallyconnected2d_layer_types.h:151
daal::algorithms::neural_networks::layers::locallyconnected2d::auxData
Definition: locallyconnected2d_layer_types.h:88
daal::algorithms::neural_networks::layers::locallyconnected2d::KernelSizes
Data structure representing the size of the two-dimensional kernel subtensor.
Definition: locallyconnected2d_layer_types.h:97
daal::algorithms::neural_networks::layers::locallyconnected2d::LayerDataId
LayerDataId
Definition: locallyconnected2d_layer_types.h:86
daal::algorithms::neural_networks::layers::locallyconnected2d::Indices
Data structure representing the indices of the two dimensions on which 2D locally connected is perfor...
Definition: locallyconnected2d_layer_types.h:144
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::nKernels
size_t nKernels
Definition: locallyconnected2d_layer_types.h:174
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: locallyconnected2d_layer_types.h:171
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::paddings
Paddings paddings
Definition: locallyconnected2d_layer_types.h:173
daal::algorithms::neural_networks::layers::locallyconnected2d::Method
Method
Definition: locallyconnected2d_layer_types.h:77
daal::algorithms::neural_networks::layers::locallyconnected2d::Strides
Data structure representing the intervals on which the subtensors for 2D locally connected are select...
Definition: locallyconnected2d_layer_types.h:112
daal::algorithms::neural_networks::layers::locallyconnected2d::auxWeights
Definition: locallyconnected2d_layer_types.h:89
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::groupDimension
size_t groupDimension
Definition: locallyconnected2d_layer_types.h:170
daal::algorithms::neural_networks::layers::locallyconnected2d::Paddings::Paddings
Paddings(int first, int second)
Definition: locallyconnected2d_layer_types.h:136
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::nGroups
size_t nGroups
Definition: locallyconnected2d_layer_types.h:175
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::indices
Indices indices
Definition: locallyconnected2d_layer_types.h:169
daal::algorithms::neural_networks::layers::locallyconnected2d::Paddings
Data structure representing the number of data elements to implicitly add to each size of the two-dim...
Definition: locallyconnected2d_layer_types.h:128
daal::algorithms::neural_networks::layers::locallyconnected2d::Strides::Strides
Strides(size_t first, size_t second)
Definition: locallyconnected2d_layer_types.h:119
daal::algorithms::neural_networks::layers::locallyconnected2d::defaultDense
Definition: locallyconnected2d_layer_types.h:79
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::strides
Strides strides
Definition: locallyconnected2d_layer_types.h:172
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter
2D locally connected layer parameters
Definition: locallyconnected2d_layer_types.h:161

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