C++ API Reference for Intel® Data Analytics Acceleration Library 2019 Update 5
References | |
| Batch | |
| Cross-entropy loss Algorithm | |
| Contains classes for computing the Cross-entropy loss objective function. | |
| Logistic loss Algorithm | |
| Contains classes for computing the Logistic loss objective function. | |
| Mean Squared Error Algorithm | |
| Contains classes for computing the Mean squared error objective function. | |
| Objective function with precomputed characteristics | |
| Contains classes for the Objective function with precomputed characteristics. | |
| Sum of Functions | |
| Contains classes for computing the Sum of functions. | |
Namespaces | |
| daal::algorithms::optimization_solver::objective_function | |
| Contains classes for computing the Objective function. | |
| daal::algorithms::optimization_solver::objective_function::interface1 | |
| Contains version 1.0 of the Intel(R) Data Analytics Acceleration Library (Intel(R) DAAL) interface. | |
Classes | |
| struct | Parameter |
| Parameter for the Objective function More... | |
| class | Input |
| Input objects for the Objective function More... | |
| class | Result |
| Provides methods to access final results obtained with the compute() method of the Objective function in the batch processing mode. More... | |
Enumerations | |
| enum | InputId { argument } |
| enum | ResultToComputeId { gradient = 0x00000001ULL, value = 0x00000002ULL, hessian = 0x00000004ULL, nonSmoothTermValue = 0x00000008ULL, proximalProjection = 0x00000010ULL, lipschitzConstant = 0x00000020ULL, componentOfGradient = 0x00000040ULL, componentOfHessianDiagonal = 0x00000080ULL, componentOfProximalProjection = 0x00000100ULL } |
| enum | ResultId { gradientIdx, valueIdx, hessianIdx, nonSmoothTermValueIdx, proximalProjectionIdx, lipschitzConstantIdx, componentOfGradientIdx, componentOfHessianDiagonalIdx, componentOfProximalProjectionIdx } |
| enum InputId |
| enum ResultId |
Available identifiers of results of the Objective function
| enum ResultToComputeId |
Available identifiers to specify the Objective function result
For more complete information about compiler optimizations, see our Optimization Notice.