PLSSVM - Parallel Least Squares Support Vector Machine
2.0.0
A Least Squares Support Vector Machine implementation using different backends.
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Defines the functions used for prediction for the C-SVM using the SYCL backend. More...
#include "plssvm/backends/SYCL/detail/atomics.hpp"
#include "plssvm/constants.hpp"
#include "sycl/sycl.hpp"
Go to the source code of this file.
Classes | |
class | plssvm::sycl::detail::device_kernel_w_linear< T > |
Calculate the w vector to speed up the prediction of the labels for data points using the linear kernel function. More... | |
class | plssvm::sycl::detail::device_kernel_predict_polynomial< T > |
Predicts the labels for data points using the polynomial kernel function. More... | |
class | plssvm::sycl::detail::device_kernel_predict_rbf< T > |
Predicts the labels for data points using the radial basis functions kernel function. More... | |
Namespaces | |
plssvm | |
The main namespace containing all public API functions. | |
plssvm::sycl | |
Namespace containing the C-SVM using the SYCL backend with the preferred SYCL implementation. | |
plssvm::sycl::detail | |
Namespace containing the C-SVM using the SYCL backend with the preferred SYCL implementation. Should not directly be used by users. | |
Defines the functions used for prediction for the C-SVM using the SYCL backend.