Struct AdvancedSimdOps 

pub struct AdvancedSimdOps { /* private fields */ }

Advanced SIMD operations manager

Implementations

impl AdvancedSimdOps

pub fn new() -> Self

Create new advanced SIMD operations manager

pub fn with_config(config: SimdConfig) -> Self

Create with custom configuration

pub fn simd_matmul_optimized<T>( &self, a: &[T], b: &[T], rows_a: usize, cols_a: usize, cols_b: usize, ) -> Result<Vec<T>>

where T: FloatElement + Send + Sync + AddAssign + Copy + Sum,

High-performance SIMD matrix multiplication with memory alignment

pub fn simd_fused_multiply_add<T>( &self, input: &[T], weight: &[T], bias: &[T], output: &mut [T], batch_size: usize, features: usize, ) -> Result<()>

where T: FloatElement + Send + Sync + AddAssign + Copy + Sum,

Fused SIMD operations: multiply-add with broadcasting

pub fn simd_conv2d<T>( &self, input: &[T], kernel: &[T], output: &mut [T], input_height: usize, input_width: usize, kernel_height: usize, kernel_width: usize, stride: usize, padding: usize, ) -> Result<()>

where T: FloatElement + Send + Sync + AddAssign + Copy + Sum,

SIMD-optimized convolution operation

pub fn simd_reduction<T>( &self, data: &[T], reduction_type: ReductionType, ) -> Result<T>

where T: FloatElement + Send + Sync + AddAssign + Copy + Sum,

Vectorized reduction with multiple accumulation strategies

pub fn get_performance_info(&self) -> SimdPerformanceInfo

Get runtime performance information

Trait Implementations

impl Default for AdvancedSimdOps

fn default() -> Self

Returns the “default value” for a type.