Struct CudaRuntime 

pub struct CudaRuntime { /* private fields */ }

CUDA runtime implementation

Implementations

impl CudaRuntime

pub fn new(device_id: i32) -> Self

Create new CUDA runtime

Trait Implementations

impl Debug for CudaRuntime

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl GpuRuntime for CudaRuntime

fn initialize(&mut self) -> Result<()>

Initialize the GPU runtime

fn is_available(&self) -> bool

Check if GPU is available

fn device_info(&self) -> HashMap<String, String>

Get device information

fn allocate<T: Float>(&mut self, size: usize) -> Result<GpuBuffer>

Allocate GPU memory

fn transfer_to_gpu<T: Float>( &mut self, _data: &[T], _buffer: &GpuBuffer, ) -> Result<()>

Transfer data to GPU

fn transfer_from_gpu<T: Float>( &mut self, _buffer: &GpuBuffer, _data: &mut [T], ) -> Result<()>

Transfer data from GPU

fn launch_kernel( &mut self, _kernel_name: &str, _grid_size: (u32, u32, u32), _block_size: (u32, u32, u32), _args: &[GpuKernelArg], ) -> Result<()>

Launch kernel

fn synchronize(&mut self) -> Result<()>

Synchronize GPU execution

fn deallocate(&mut self, buffer: &GpuBuffer) -> Result<()>

Release GPU memory

fn memory_stats(&self) -> GpuMemoryStats

Get memory usage statistics

fn performance_stats(&self) -> GpuPerformanceStats

Get performance statistics