Module simd_ops 

Unified SIMD operations abstraction layer

This module provides a comprehensive abstraction layer for all SIMD operations used across the scirs2 ecosystem. All modules should use these operations instead of implementing their own SIMD code.

Structs

AutoOptimizer

Automatic operation selection based on problem size and available features

PlatformCapabilities

Platform capability detection

Traits

SimdUnifiedOps

Unified SIMD operations trait

Functions

simd_add_f32_adaptive

Additional standalone functions that might be needed

simd_add_f32_ultra_vec

Helper function for Vec-based SIMD addition

simd_cos_f32_ultra_vec

Helper function for Vec-based SIMD cos

simd_div_f32_ultra_vec

Helper function for Vec-based SIMD division

simd_dot_f32_ultra

Standalone ultra-optimized dot product function for f32

simd_exp_f32_ultra_vec

Helper function for Vec-based SIMD exp

simd_fma_f32_ultra

Standalone ultra-optimized FMA function for f32

simd_fma_f32_ultra_vec

Helper function for Vec-based SIMD FMA

simd_mul_f32_hyperoptimized

simd_mul_f32_ultra_vec

Helper functions for Vec compatibility These functions accept Vec and internally convert to Array types Helper function for Vec-based SIMD multiplication

simd_pow_f32_ultra_vec

Helper function for Vec-based SIMD power

simd_sin_f32_ultra_vec

Helper function for Vec-based SIMD sine

simd_sub_f32_ultra_vec

Helper function for Vec-based SIMD subtraction