Function relu_alloc 

pub fn relu_alloc(input: &[f32]) -> Vec<f32>

ReLU with output allocation. Avoids zero-fill overhead of vec![0.0; n].

Safety guarantee

Output Vec is fully initialized by the SIMD/scalar loop before return.