File: sigmoid.rs

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rust-fearless-simd 0.3.0-1
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// Copyright 2024 the Fearless_SIMD Authors
// SPDX-License-Identifier: Apache-2.0 OR MIT

#![expect(
    missing_docs,
    reason = "TODO: https://github.com/linebender/fearless_simd/issues/40"
)]

use fearless_simd::{Level, Simd, SimdBase, SimdFloat, dispatch};

#[inline(always)]
fn sigmoid<S: Simd>(simd: S, x: &[f32], out: &mut [f32]) {
    let n = S::f32s::N;
    for (x, y) in x.chunks_exact(n).zip(out.chunks_exact_mut(n)) {
        let a = S::f32s::from_slice(simd, x);
        let b = a / (a * a + 1.0).sqrt();
        y.copy_from_slice(b.as_slice());
    }
}

fn main() {
    let level = Level::new();
    let inp = [0.1, -0.2, 0.001, 0.4, 1., 2., 3., 4.];
    let mut out = [0.; 8];
    dispatch!(level, simd => sigmoid(simd, &inp, &mut out));

    println!("{out:?}");
}