Module kernels 

GPU Kernel Management and Compilation

This module provides kernel management, compilation, and execution for GPU-accelerated optimization algorithms. It supports CUDA, ROCm, Metal, and WebGPU backends.

Structs

CompilationOptions

Kernel compilation configuration

CompilerCapabilities

Compiler capabilities

CudaCompiler

CUDA kernel compiler

KernelManager

Kernel manager for compiling and executing GPU kernels

KernelTemplate

Template for generating GPU kernels

LaunchConfig

Kernel launch configuration

MetalCompiler

Metal kernel compiler

RocmCompiler

ROCm kernel compiler

TemplateParameter

Template parameter for kernel generation

WgpuCompiler

WebGPU kernel compiler

Enums

KernelError

Errors that can occur during kernel operations

KernelFeature

Kernel features that may or may not be supported

KernelType

Kernel types for different optimization algorithms

ParameterType

Parameter types for kernel templates

Traits

KernelCompiler

Trait for backend-specific kernel compilation