q_kernel.cuh File Reference

Defines CUDA functions for generating the q vector. More...

#include "plssvm/constants.hpp"

Namespaces
	plssvm
	The main namespace containing all public API functions.
	plssvm::cuda
	Namespace containing the C-SVM using the CUDA backend.

Functions
template<typename real_type >
__global__ void	plssvm::cuda::device_kernel_q_linear (real_type *q, const real_type *data_d, const real_type *data_last, const kernel_index_type num_rows, const kernel_index_type feature_range)
	Calculates the q vector using the linear C-SVM kernel. More...
template<typename real_type >
__global__ void	plssvm::cuda::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)
	Calculates the q vector using the polynomial C-SVM kernel. More...
template<typename real_type >
__global__ void	plssvm::cuda::device_kernel_q_rbf (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 real_type gamma)
	Calculates the q vector using the radial basis functions C-SVM kernel. More...

Detailed Description

Defines CUDA functions for generating the q vector.

Author

Alexander Van Craen

Marcel Breyer

Copyright

2018-today The PLSSVM project - All Rights Reserved

License

This file is part of the PLSSVM project which is released under the MIT license. See the LICENSE.md file in the project root for full license information.