Module normalize_simd 

SIMD-accelerated normalization operations SIMD-accelerated normalization operations

This module provides SIMD-optimized implementations of normalization operations using the unified SIMD operations from scirs2-core.

Features:

• Adaptive block sizing based on data dimensions and cache sizes
• Memory-aligned processing for maximum SIMD efficiency
• Cache-optimal memory access patterns
• Advanced prefetching strategies for large datasets

Structs

AdaptiveBlockSizer

Adaptive block sizing strategy for cache-optimal processing

Functions

simd_l2_normalize_1d

SIMD-accelerated L2 normalization for 1D arrays

simd_maxabs_normalize_1d

SIMD-accelerated max absolute scaling for 1D arrays

simd_minmax_normalize_1d

SIMD-accelerated min-max normalization for 1D arrays

simd_normalize_adaptive

Advanced SIMD normalization with automatic optimization selection

simd_normalize_batch

Memory-efficient batch processing for advanced-large datasets

simd_normalizearray

Advanced SIMD-accelerated normalization for 2D arrays with optimized memory access patterns

simd_zscore_normalize_1d

SIMD-accelerated Z-score normalization for 1D arrays