Expand description
GPU acceleration for kernel approximations
This module provides GPU-accelerated implementations of kernel approximation methods. It includes both CUDA and OpenCL backends, with automatic fallback to CPU implementations.
Structs§
- Fitted
GpuNystroem - FittedGpuNystroem
- Fitted
GpuRBF Sampler - FittedGpuRBFSampler
- GpuConfig
- GPU configuration for kernel approximations GpuConfig
- GpuContext
- GPU context manager GpuContext
- GpuDevice
- GPU device information GpuDevice
- GpuNystroem
- GPU-accelerated Nyström approximation GpuNystroem
- GpuProfiler
- GPU performance profiler GpuProfiler
- GpuRBF
Sampler - GPU-accelerated RBF sampler GpuRBFSampler
Enums§
- GpuBackend
- GPU backend type GpuBackend
- Memory
Strategy - GPU memory management strategy MemoryStrategy
- Precision
- GPU computation precision Precision