fast_image_resize 6.0.0

Library for fast image resizing with using of SIMD instructions
Documentation 
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use core::arch::x86_64::*;

use crate::convolution::optimisations::{CoefficientsI16Chunk, Normalizer16};
use crate::convolution::vertical_u8::native;
use crate::pixels::InnerPixel;
use crate::{simd_utils, ImageView, ImageViewMut};

#[inline]
pub(crate) fn vert_convolution<T>(
    src_view: &impl ImageView<Pixel = T>,
    dst_view: &mut impl ImageViewMut<Pixel = T>,
    offset: u32,
    normalizer: &Normalizer16,
) where
    T: InnerPixel<Component = u8>,
{
    let precision = normalizer.precision();

    macro_rules! call {
        ($imm8:expr) => {{
            vert_convolution_p::<T, $imm8>(src_view, dst_view, offset, normalizer);
        }};
    }
    constify_imm8!(precision, call);
}

fn vert_convolution_p<T, const PRECISION: i32>(
    src_view: &impl ImageView<Pixel = T>,
    dst_view: &mut impl ImageViewMut<Pixel = T>,
    offset: u32,
    normalizer: &Normalizer16,
) where
    T: InnerPixel<Component = u8>,
{
    let coefficients_chunks = normalizer.chunks();
    let src_x = offset as usize * T::count_of_components();

    let dst_rows = dst_view.iter_rows_mut(0);
    let dst_row_and_coefs = dst_rows.zip(coefficients_chunks);

    for (dst_row, coeffs_chunk) in dst_row_and_coefs {
        unsafe {
            vert_convolution_into_one_row::<T, PRECISION>(
                src_view,
                dst_row,
                src_x,
                coeffs_chunk,
                normalizer,
            );
        }
    }
}

#[target_feature(enable = "sse4.1")]
unsafe fn vert_convolution_into_one_row<T, const PRECISION: i32>(
    src_view: &impl ImageView<Pixel = T>,
    dst_row: &mut [T],
    mut src_x: usize,
    coeffs_chunk: &CoefficientsI16Chunk,
    normalizer: &Normalizer16,
) where
    T: InnerPixel<Component = u8>,
{
    let y_start = coeffs_chunk.start;
    let coeffs = coeffs_chunk.values();
    let max_rows = coeffs.len() as u32;
    let y_last = (y_start + max_rows).max(1) - 1;
    let mut dst_u8 = T::components_mut(dst_row);

    let initial = _mm_set1_epi32(1 << (PRECISION - 1));

    let mut dst_chunks_32 = dst_u8.chunks_exact_mut(32);
    for dst_chunk in &mut dst_chunks_32 {
        let mut sss0 = initial;
        let mut sss1 = initial;
        let mut sss2 = initial;
        let mut sss3 = initial;
        let mut sss4 = initial;
        let mut sss5 = initial;
        let mut sss6 = initial;
        let mut sss7 = initial;

        let coeffs_chunks = coeffs.chunks_exact(2);
        let coeffs_reminder = coeffs_chunks.remainder();

        for (src_rows, two_coeffs) in src_view.iter_2_rows(y_start, max_rows).zip(coeffs_chunks) {
            let components1 = T::components(src_rows[0]);
            let components2 = T::components(src_rows[1]);

            // Load two coefficients at once
            let mmk = simd_utils::mm_load_and_clone_i16x2(two_coeffs);

            let source1 = simd_utils::loadu_si128(components1, src_x); // top line
            let source2 = simd_utils::loadu_si128(components2, src_x); // bottom line

            let source = _mm_unpacklo_epi8(source1, source2);
            let pix = _mm_unpacklo_epi8(source, _mm_setzero_si128());
            sss0 = _mm_add_epi32(sss0, _mm_madd_epi16(pix, mmk));
            let pix = _mm_unpackhi_epi8(source, _mm_setzero_si128());
            sss1 = _mm_add_epi32(sss1, _mm_madd_epi16(pix, mmk));

            let source = _mm_unpackhi_epi8(source1, source2);
            let pix = _mm_unpacklo_epi8(source, _mm_setzero_si128());
            sss2 = _mm_add_epi32(sss2, _mm_madd_epi16(pix, mmk));
            let pix = _mm_unpackhi_epi8(source, _mm_setzero_si128());
            sss3 = _mm_add_epi32(sss3, _mm_madd_epi16(pix, mmk));

            let source1 = simd_utils::loadu_si128(components1, src_x + 16); // top line
            let source2 = simd_utils::loadu_si128(components2, src_x + 16); // bottom line

            let source = _mm_unpacklo_epi8(source1, source2);
            let pix = _mm_unpacklo_epi8(source, _mm_setzero_si128());
            sss4 = _mm_add_epi32(sss4, _mm_madd_epi16(pix, mmk));
            let pix = _mm_unpackhi_epi8(source, _mm_setzero_si128());
            sss5 = _mm_add_epi32(sss5, _mm_madd_epi16(pix, mmk));

            let source = _mm_unpackhi_epi8(source1, source2);
            let pix = _mm_unpacklo_epi8(source, _mm_setzero_si128());
            sss6 = _mm_add_epi32(sss6, _mm_madd_epi16(pix, mmk));
            let pix = _mm_unpackhi_epi8(source, _mm_setzero_si128());
            sss7 = _mm_add_epi32(sss7, _mm_madd_epi16(pix, mmk));
        }

        if let Some(&k) = coeffs_reminder.first() {
            if let Some(s_row) = src_view.iter_rows(y_last).next() {
                let components = T::components(s_row);
                let mmk = _mm_set1_epi32(k as i32);

                let source1 = simd_utils::loadu_si128(components, src_x); // top line

                let source = _mm_unpacklo_epi8(source1, _mm_setzero_si128());
                let pix = _mm_unpacklo_epi8(source, _mm_setzero_si128());
                sss0 = _mm_add_epi32(sss0, _mm_madd_epi16(pix, mmk));
                let pix = _mm_unpackhi_epi8(source, _mm_setzero_si128());
                sss1 = _mm_add_epi32(sss1, _mm_madd_epi16(pix, mmk));

                let source = _mm_unpackhi_epi8(source1, _mm_setzero_si128());
                let pix = _mm_unpacklo_epi8(source, _mm_setzero_si128());
                sss2 = _mm_add_epi32(sss2, _mm_madd_epi16(pix, mmk));
                let pix = _mm_unpackhi_epi8(source, _mm_setzero_si128());
                sss3 = _mm_add_epi32(sss3, _mm_madd_epi16(pix, mmk));

                let source1 = simd_utils::loadu_si128(components, src_x + 16); // top line

                let source = _mm_unpacklo_epi8(source1, _mm_setzero_si128());
                let pix = _mm_unpacklo_epi8(source, _mm_setzero_si128());
                sss4 = _mm_add_epi32(sss4, _mm_madd_epi16(pix, mmk));
                let pix = _mm_unpackhi_epi8(source, _mm_setzero_si128());
                sss5 = _mm_add_epi32(sss5, _mm_madd_epi16(pix, mmk));

                let source = _mm_unpackhi_epi8(source1, _mm_setzero_si128());
                let pix = _mm_unpacklo_epi8(source, _mm_setzero_si128());
                sss6 = _mm_add_epi32(sss6, _mm_madd_epi16(pix, mmk));
                let pix = _mm_unpackhi_epi8(source, _mm_setzero_si128());
                sss7 = _mm_add_epi32(sss7, _mm_madd_epi16(pix, mmk));
            }
        }

        sss0 = _mm_srai_epi32::<PRECISION>(sss0);
        sss1 = _mm_srai_epi32::<PRECISION>(sss1);
        sss2 = _mm_srai_epi32::<PRECISION>(sss2);
        sss3 = _mm_srai_epi32::<PRECISION>(sss3);
        sss4 = _mm_srai_epi32::<PRECISION>(sss4);
        sss5 = _mm_srai_epi32::<PRECISION>(sss5);
        sss6 = _mm_srai_epi32::<PRECISION>(sss6);
        sss7 = _mm_srai_epi32::<PRECISION>(sss7);

        sss0 = _mm_packs_epi32(sss0, sss1);
        sss2 = _mm_packs_epi32(sss2, sss3);
        sss0 = _mm_packus_epi16(sss0, sss2);
        let dst_ptr = dst_chunk.as_mut_ptr() as *mut __m128i;
        _mm_storeu_si128(dst_ptr, sss0);
        sss4 = _mm_packs_epi32(sss4, sss5);
        sss6 = _mm_packs_epi32(sss6, sss7);
        sss4 = _mm_packus_epi16(sss4, sss6);
        let dst_ptr = dst_ptr.add(1);
        _mm_storeu_si128(dst_ptr, sss4);

        src_x += 32;
    }

    dst_u8 = dst_chunks_32.into_remainder();
    let mut dst_chunks_8 = dst_u8.chunks_exact_mut(8);
    for dst_chunk in &mut dst_chunks_8 {
        let mut sss0 = initial; // left row
        let mut sss1 = initial; // right row

        let coeffs_chunks = coeffs.chunks_exact(2);
        let coeffs_reminder = coeffs_chunks.remainder();

        for (src_rows, two_coeffs) in src_view.iter_2_rows(y_start, max_rows).zip(coeffs_chunks) {
            let components1 = T::components(src_rows[0]);
            let components2 = T::components(src_rows[1]);
            // Load two coefficients at once
            let mmk = simd_utils::mm_load_and_clone_i16x2(two_coeffs);

            let source1 = simd_utils::loadl_epi64(components1, src_x); // top line
            let source2 = simd_utils::loadl_epi64(components2, src_x); // bottom line

            let source = _mm_unpacklo_epi8(source1, source2);
            let pix = _mm_unpacklo_epi8(source, _mm_setzero_si128());
            sss0 = _mm_add_epi32(sss0, _mm_madd_epi16(pix, mmk));
            let pix = _mm_unpackhi_epi8(source, _mm_setzero_si128());
            sss1 = _mm_add_epi32(sss1, _mm_madd_epi16(pix, mmk));
        }

        if let Some(&k) = coeffs_reminder.first() {
            if let Some(s_row) = src_view.iter_rows(y_last).next() {
                let components = T::components(s_row);
                let mmk = _mm_set1_epi32(k as i32);

                let source1 = simd_utils::loadl_epi64(components, src_x); // top line

                let source = _mm_unpacklo_epi8(source1, _mm_setzero_si128());
                let pix = _mm_unpacklo_epi8(source, _mm_setzero_si128());
                sss0 = _mm_add_epi32(sss0, _mm_madd_epi16(pix, mmk));
                let pix = _mm_unpackhi_epi8(source, _mm_setzero_si128());
                sss1 = _mm_add_epi32(sss1, _mm_madd_epi16(pix, mmk));
            }
        }

        sss0 = _mm_srai_epi32::<PRECISION>(sss0);
        sss1 = _mm_srai_epi32::<PRECISION>(sss1);

        sss0 = _mm_packs_epi32(sss0, sss1);
        sss0 = _mm_packus_epi16(sss0, sss0);
        let dst_ptr = dst_chunk.as_mut_ptr() as *mut __m128i;
        _mm_storel_epi64(dst_ptr, sss0);

        src_x += 8;
    }

    dst_u8 = dst_chunks_8.into_remainder();
    let mut dst_chunks_4 = dst_u8.chunks_exact_mut(4);
    if let Some(dst_chunk) = dst_chunks_4.next() {
        let mut sss = initial;

        let coeffs_chunks = coeffs.chunks_exact(2);
        let coeffs_reminder = coeffs_chunks.remainder();

        for (src_rows, two_coeffs) in src_view.iter_2_rows(y_start, max_rows).zip(coeffs_chunks) {
            let components1 = T::components(src_rows[0]);
            let components2 = T::components(src_rows[1]);
            // Load two coefficients at once
            let mmk = simd_utils::mm_load_and_clone_i16x2(two_coeffs);

            let source1 = simd_utils::mm_cvtsi32_si128_from_u8(components1, src_x); // top line
            let source2 = simd_utils::mm_cvtsi32_si128_from_u8(components2, src_x); // bottom line

            let source = _mm_unpacklo_epi8(source1, source2);
            let pix = _mm_unpacklo_epi8(source, _mm_setzero_si128());
            sss = _mm_add_epi32(sss, _mm_madd_epi16(pix, mmk));
        }

        if let Some(&k) = coeffs_reminder.first() {
            if let Some(s_row) = src_view.iter_rows(y_last).next() {
                let components = T::components(s_row);
                let pix = simd_utils::mm_cvtepu8_epi32_from_u8(components, src_x);
                let mmk = _mm_set1_epi32(k as i32);
                sss = _mm_add_epi32(sss, _mm_madd_epi16(pix, mmk));
            }
        }

        sss = _mm_srai_epi32::<PRECISION>(sss);

        sss = _mm_packs_epi32(sss, sss);
        let dst_ptr = dst_chunk.as_mut_ptr() as *mut i32;
        dst_ptr.write_unaligned(_mm_cvtsi128_si32(_mm_packus_epi16(sss, sss)));

        src_x += 4;
    }

    dst_u8 = dst_chunks_4.into_remainder();
    if !dst_u8.is_empty() {
        native::convolution_by_u8(
            src_view,
            normalizer,
            1 << (PRECISION - 1),
            dst_u8,
            src_x,
            y_start,
            coeffs,
        );
    }
}