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

truncated_gaussian_initializer_types.h
1 /* file: truncated_gaussian_initializer_types.h */
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41 
42 /*
43 //++
44 // Implementation of truncated gaussian initializer.
45 //--
46 */
47 
48 #ifndef __TRUNCATED_GAUSSIAN_INITIALIZER_TYPES_H__
49 #define __TRUNCATED_GAUSSIAN_INITIALIZER_TYPES_H__
50 
51 using namespace daal::services;
52 
53 #include "algorithms/algorithm.h"
54 #include "data_management/data/tensor.h"
55 #include "data_management/data/homogen_tensor.h"
56 #include "services/daal_defines.h"
57 #include "algorithms/neural_networks/initializers/initializer_types.h"
58 
59 namespace daal
60 {
61 namespace algorithms
62 {
63 namespace neural_networks
64 {
65 namespace initializers
66 {
76 namespace truncated_gaussian
77 {
82 enum Method
83 {
84  defaultDense = 0
85 };
86 
90 namespace interface1
91 {
92 
97 template<typename algorithmFPType>
98 class DAAL_EXPORT Parameter : public initializers::Parameter
99 {
100 public:
107  Parameter(double _mean = 0, double _sigma = 1.0, size_t _seed = 777);
108 
109  double mean;
110  double sigma;
111  algorithmFPType a;
112  algorithmFPType b;
113  size_t seed;
115  services::Status check() const DAAL_C11_OVERRIDE;
116 };
117 
118 } // namespace interface1
119 using interface1::Parameter;
120 
121 } // namespace truncated_gaussian
123 } // namespace initializers
124 } // namespace neural_networks
125 } // namespace algorithms
126 } // namespace daal
127 
128 #endif
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::initializers::truncated_gaussian::defaultDense
Definition: truncated_gaussian_initializer_types.h:84
daal::algorithms::neural_networks::initializers::truncated_gaussian::interface1::Parameter::b
algorithmFPType b
Definition: truncated_gaussian_initializer_types.h:112
daal::algorithms::neural_networks::initializers::truncated_gaussian::interface1::Parameter::mean
double mean
Definition: truncated_gaussian_initializer_types.h:109
daal::algorithms::neural_networks::initializers::truncated_gaussian::interface1::Parameter::seed
size_t seed
Definition: truncated_gaussian_initializer_types.h:113
daal_defines.h
daal::algorithms::neural_networks::initializers::truncated_gaussian::interface1::Parameter::sigma
double sigma
Definition: truncated_gaussian_initializer_types.h:110
daal::algorithms::neural_networks::initializers::truncated_gaussian::Method
Method
Definition: truncated_gaussian_initializer_types.h:82
daal::algorithms::neural_networks::initializers::truncated_gaussian::interface1::Parameter
truncated gaussian initializer parameters
Definition: truncated_gaussian_initializer_types.h:98
daal::algorithms::neural_networks::initializers::truncated_gaussian::interface1::Parameter::a
algorithmFPType a
Definition: truncated_gaussian_initializer_types.h:111
daal::services
Contains classes that implement service functionality, including error handling, memory allocation...
Definition: collection.h:51

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