Struct OptimizedCSRStorage 

pub struct OptimizedCSRStorage { /* private fields */ }

Optimized CSR storage with SIMD acceleration and buffer pooling.

Implementations

impl OptimizedCSRStorage

pub fn from_coo( coo: &COOStorage, rows: DimensionType, cols: DimensionType, ) -> Result<Self>

Create optimized CSR storage from COO format.

pub fn multiply_vector_simd(&self, x: &[Precision], result: &mut [Precision])

Fallback non-SIMD matrix-vector multiplication.

pub fn multiply_vector_optimized( &self, x: &[Precision], result: &mut [Precision], )

Cache-optimized matrix-vector multiplication.

pub fn multiply_vector_streaming<F>( &self, x: &[Precision], callback: F, chunk_size: usize, ) -> Result<()>

where F: FnMut(usize, &[Precision]),

Streaming matrix-vector multiplication for large matrices.

pub fn performance_stats(&self) -> OptimizedMatrixStats

Get performance statistics.

pub fn reset_stats(&self)

Reset performance counters.

pub fn get_temp_buffer(&mut self, size: usize) -> Vec<Precision>

Get a temporary buffer from the pool.

pub fn return_temp_buffer(&mut self, buffer: Vec<Precision>)

Return a temporary buffer to the pool.

pub fn storage(&self) -> &CSRStorage

Access the underlying CSR storage.