Function normalize_simd 

pub fn normalize_simd<F>(a: &ArrayView1<'_, F>) -> Array1<F>
where
    F: Float + SimdUnifiedOps,

SIMD-accelerated L2 normalization

Normalizes the vector to unit length: x / ||x||₂

Arguments

• a - Input array

Returns

Unit-normalized array (or zero if input is zero)

Examples

use scirs2_core::ndarray::array;
use scirs2_core::ndarray_ext::elementwise::normalize_simd;

let x = array![3.0_f64, 4.0];
let result = normalize_simd::<f64>(&x.view());
// ||result|| = 1
let norm = (result[0]*result[0] + result[1]*result[1]).sqrt();
assert!((norm - 1.0).abs() < 1e-10);
// x/5 = [0.6, 0.8]
assert!((result[0] - 0.6).abs() < 1e-10);
assert!((result[1] - 0.8).abs() < 1e-10);

Use Cases

• Unit vector computation
• Cosine similarity preparation
• Gradient normalization
• Direction extraction