Struct VulkanSpMatVec 

pub struct VulkanSpMatVec { /* private fields */ }

Vulkan sparse matrix-vector multiplication handler

Implementations

impl VulkanSpMatVec

pub fn new() -> SparseResult<Self>

Create a new Vulkan SpMV handler

pub fn device_info(&self) -> &VulkanDeviceInfo

Get device information

pub fn memory_manager(&self) -> &VulkanMemoryManager

Get memory manager

pub fn memory_manager_mut(&mut self) -> &mut VulkanMemoryManager

Get mutable memory manager

pub fn execute_spmv<T>( &self, matrix: &CsrArray<T>, vector: &ArrayView1<'_, T>, device: &GpuDevice, ) -> SparseResult<Array1<T>>

where T: Float + SparseElement + Debug + Copy + Sum,

Execute sparse matrix-vector multiplication using Vulkan

pub fn execute_optimized_spmv<T>( &self, matrix: &CsrArray<T>, vector: &ArrayView1<'_, T>, device: &GpuDevice, optimization_level: VulkanOptimizationLevel, ) -> SparseResult<Array1<T>>

where T: Float + SparseElement + Debug + Copy + Sum,

Execute optimized sparse matrix-vector multiplication using Vulkan

pub fn execute_spmv_cpu<T>( &self, matrix: &CsrArray<T>, vector: &ArrayView1<'_, T>, ) -> SparseResult<Array1<T>>

where T: Float + SparseElement + Debug + Copy + Sum,

CPU fallback implementation