Predicts the labels for data points using the polynomial kernel function. More...

Public Member Functions
	device_kernel_predict_polynomial (real_type out_d, const real_type data_d, const real_type data_last_d, const real_type alpha_d, const kernel_index_type num_data_points, const real_type *points, const kernel_index_type num_predict_points, const kernel_index_type num_features, const int degree, const real_type gamma, const real_type coef0)
	Construct a new device kernel to predict the labels for data points using the polynomial kernel function. More...

void	operator() (::sycl::nd_item< 2 > idx) const
	Function call operator overload performing the actual calculation. More...

Detailed Description

Predicts the labels for data points using the polynomial kernel function.

Currently only single GPU execution is supported.

Template Parameters

T	the type of the data points

Constructor & Destructor Documentation

template<typename T >

plssvm::sycl::detail::device_kernel_predict_polynomial< T >::device_kernel_predict_polynomial	(	real_type *	out_d,
		const real_type *	data_d,
		const real_type *	data_last_d,
		const real_type *	alpha_d,
		const kernel_index_type	num_data_points,
		const real_type *	points,
		const kernel_index_type	num_predict_points,
		const kernel_index_type	num_features,
		const int	degree,
		const real_type	gamma,
		const real_type	coef0
	)

inline

Construct a new device kernel to predict the labels for data points using the polynomial kernel function.

Currently only single GPU execution is supported.

Parameters

[in]	out_d	the calculated predictions
[in]	data_d	the one-dimension support vector matrix
[in]	data_last_d	the last row of the support vector matrix
[in]	alpha_d	the previously calculated weight for each data point
[in]	num_data_points	the total number of support vectors
[in]	points	the data points to predict
[in]	num_predict_points	the total number of data points to predict
[in]	num_features	the number of features per support vector and point to predict
[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_predict_polynomial< T >::operator() ( ::sycl::nd_item< 2 > idx ) const

inline

Function call operator overload performing the actual calculation.

Parameters

[in] idx the sycl::nd_item 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: