plssvm::sycl::detail Namespace Reference

Namespace containing the C-SVM using the SYCL backend with the preferred SYCL implementation. Should not directly be used by users. More...

Classes
class	device_kernel_w_linear
	Calculate the w vector to speed up the prediction of the labels for data points using the linear kernel function. More...
class	device_kernel_predict_polynomial
	Predicts the labels for data points using the polynomial kernel function. More...
class	device_kernel_predict_rbf
	Predicts the labels for data points using the radial basis functions kernel function. More...
class	device_kernel_q_linear
	Functor to calculate the q vector using the linear C-SVM kernel. More...
class	device_kernel_q_polynomial
	Functor to calculate the q vector using the polynomial C-SVM kernel. More...
class	device_kernel_q_rbf
	Functor to calculate the q vector using the radial basis functions C-SVM kernel. More...
class	hierarchical_device_kernel_linear
	Calculates the C-SVM kernel using the hierarchical formulation and the linear kernel function. More...
class	hierarchical_device_kernel_polynomial
	Calculates the C-SVM kernel using the hierarchical formulation and the polynomial kernel function. More...
class	hierarchical_device_kernel_rbf
	Calculates the C-SVM kernel using the hierarchical formulation and the radial basis functions kernel function. More...
class	nd_range_device_kernel_linear
	Calculates the C-SVM kernel using the nd_range formulation and the linear kernel function. More...
class	nd_range_device_kernel_polynomial
	Calculates the C-SVM kernel using the nd_range formulation and the polynomial kernel function. More...
class	nd_range_device_kernel_rbf
	Calculates the C-SVM kernel using the nd_range formulation and the radial basis functions kernel function. More...

Typedefs
template<typename T >
using	atomic_op = ::sycl::atomic_ref< T, ::sycl::memory_order::relaxed, ::sycl::memory_scope::device, ::sycl::access::address_space::global_space >
	Shortcut alias for a sycl::atomic_ref targeting global memory. More...

Detailed Description

Namespace containing the C-SVM using the SYCL backend with the preferred SYCL implementation. Should not directly be used by users.

Typedef Documentation

atomic_op

template<typename T >

using plssvm::sycl::detail::atomic_op = typedef ::sycl::atomic_ref<T, ::sycl::memory_order::relaxed, ::sycl::memory_scope::device, ::sycl::access::address_space::global_space>

Shortcut alias for a sycl::atomic_ref targeting global memory.

Template Parameters

T	the type of the accessed values