Functor to calculate the q vector using the polynomial C-SVM kernel. More...

#include <q_kernel.hpp>

Public Member Functions
	device_kernel_q_polynomial (real_type q, const real_type data_d, const real_type *data_last, const kernel_index_type num_rows, const kernel_index_type num_cols, const int degree, const real_type gamma, const real_type coef0)
	Construct a new device kernel calculating the `q` vector using the polynomial C-SVM kernel. More...

void	operator() (::sycl::id< 1 > index) const
	Function call operator overload performing the actual calculation. More...

Detailed Description

Functor to calculate the q vector using the polynomial C-SVM kernel.

Currently only single GPU execution is supported.

Template Parameters

T	the type of the data

Constructor & Destructor Documentation

template<typename T >

plssvm::sycl::detail::device_kernel_q_polynomial< T >::device_kernel_q_polynomial	(	real_type *	q,
		const real_type *	data_d,
		const real_type *	data_last,
		const kernel_index_type	num_rows,
		const kernel_index_type	num_cols,
		const int	degree,
		const real_type	gamma,
		const real_type	coef0
	)

inline

Construct a new device kernel calculating the q vector using the polynomial C-SVM kernel.

Parameters

[out]	q	the calculated `q` vector
[in]	data_d	the one-dimensional data matrix
[in]	data_last	the last row in the data matrix
[in]	num_rows	the number of rows in the data matrix
[in]	num_cols	the number of columns in the data matrix
[in]	degree	the degree parameter used in the polynomial kernel function
[in]	gamma	the gamma parameter used in the polynomial kernel function
[in]	coef0	the coef0 parameter used in the polynomial kernel function

template<typename T >

void plssvm::sycl::detail::device_kernel_q_polynomial< T >::operator() ( ::sycl::id< 1 > index ) const

inline

Function call operator overload performing the actual calculation.

Parameters

[in] index the sycl::id identifying an instance of the functor executing at each point in a sycl::range

The documentation for this class was generated from the following file: