C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

Classes
daal::algorithms::optimization_solver::sgd::interface2 Namespace Reference

Contains version 1.0 of the Intel(R) Data Analytics Acceleration Library (Intel(R) DAAL) interface.

Classes

class  BatchContainer
 Provides methods to run implementations of the stochastic gradient descent algorithm. This class is associated with daal::algorithms::optimization_solver::sgd::BatchContainer class. More...
 
class  Batch
 Computes Stochastic gradient descent in the batch processing mode. More...
 
struct  BaseParameter
 BaseParameter base class for the Stochastic gradient descent algorithm More...
 
struct  Parameter
 
struct  Parameter< defaultDense >
 Parameter for the Stochastic gradient descent algorithm More...
 
struct  Parameter< miniBatch >
 Parameter for the Stochastic gradient descent algorithm More...
 
struct  Parameter< momentum >
 Parameter for the Stochastic gradient descent algorithm More...
 
class  Input
 Input for the Stochastic gradient descent algorithm More...
 
class  Result
 Results obtained with the compute() method of the sgd algorithm in the batch processing mode. More...
 

For more complete information about compiler optimizations, see our Optimization Notice.