C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 2

mse_types.h
1 /* file: mse_types.h */
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41 
42 /*
43 //++
44 // Implementation of Mean squared error objective function interface.
45 //--
46 */
47 
48 #ifndef __MSE_TYPES_H__
49 #define __MSE_TYPES_H__
50 
51 #include "algorithms/algorithm.h"
52 #include "data_management/data/numeric_table.h"
53 #include "services/daal_defines.h"
54 #include "sum_of_functions_types.h"
55 
56 namespace daal
57 {
58 namespace algorithms
59 {
63 namespace optimization_solver
64 {
74 namespace mse
75 {
76 
81 enum InputId
82 {
83  argument = (int)sum_of_functions::argument,
84  data ,
85  dependentVariables,
86  lastInputId = dependentVariables
87 };
88 
93 enum Method
94 {
95  defaultDense = 0
96 };
97 
101 namespace interface1
102 {
103 
110 /* [Parameter source code] */
111 struct DAAL_EXPORT Parameter : public sum_of_functions::Parameter
112 {
122  Parameter(size_t numberOfTerms,
123  data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
124  const DAAL_UINT64 resultsToCompute = objective_function::gradient);
125 
130  Parameter(const Parameter &other);
136  virtual services::Status check() const;
137 
138  virtual ~Parameter() {}
139 };
140 /* [Parameter source code] */
141 
146 class DAAL_EXPORT Input : public sum_of_functions::Input
147 {
148 public:
150  Input();
151 
153  Input(const Input& other);
154 
156  virtual ~Input() {}
157 
163  void set(InputId id, const data_management::NumericTablePtr &ptr);
164 
170  data_management::NumericTablePtr get(InputId id) const;
171 
179  services::Status check(const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
180 };
182 } // namespace interface1
183 using interface1::Parameter;
184 using interface1::Input;
185 
186 } // namespace mse
187 } // namespace optimization_solver
188 } // namespace algorithm
189 } // namespace daal
190 #endif
daal::algorithms::optimization_solver::sum_of_functions::interface1::Input
Input objects for the Sum of functions
Definition: sum_of_functions_types.h:137
daal::algorithms::optimization_solver::mse::data
Definition: mse_types.h:84
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::optimization_solver::mse::argument
Definition: mse_types.h:83
daal_defines.h
daal::algorithms::interface1::Parameter
Base class to represent computation parameters. Algorithm-specific parameters are represented as deri...
Definition: algorithm_types.h:86
daal::algorithms::optimization_solver::mse::defaultDense
Definition: mse_types.h:95
daal::algorithms::optimization_solver::sum_of_functions::interface1::Parameter
Parameter for the Sum of functions
Definition: sum_of_functions_types.h:95
daal::algorithms::optimization_solver::sum_of_functions::argument
Definition: sum_of_functions_types.h:80
daal::algorithms::optimization_solver::mse::interface1::Input
Input objects for the Mean squared error objective function
Definition: mse_types.h:146
daal::algorithms::optimization_solver::mse::interface1::Parameter
Parameter for Mean squared error objective function
Definition: mse_types.h:111
daal::algorithms::optimization_solver::objective_function::gradient
Definition: objective_function_types.h:93
daal::algorithms::optimization_solver::mse::dependentVariables
Definition: mse_types.h:85
daal::algorithms::optimization_solver::mse::Method
Method
Definition: mse_types.h:93
daal::algorithms::optimization_solver::mse::InputId
InputId
Definition: mse_types.h:81
daal::algorithms::optimization_solver::mse::interface1::Input::~Input
virtual ~Input()
Definition: mse_types.h:156

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