yuv 0.8.13

High performance utilities for YUV format handling and conversion.
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
/*
 * Copyright (c) Radzivon Bartoshyk, 10/2024. All rights reserved.
 *
 * Redistribution and use in source and binary forms, with or without modification,
 * are permitted provided that the following conditions are met:
 *
 * 1.  Redistributions of source code must retain the above copyright notice, this
 * list of conditions and the following disclaimer.
 *
 * 2.  Redistributions in binary form must reproduce the above copyright notice,
 * this list of conditions and the following disclaimer in the documentation
 * and/or other materials provided with the distribution.
 *
 * 3.  Neither the name of the copyright holder nor the names of its
 * contributors may be used to endorse or promote products derived from
 * this software without specific prior written permission.
 *
 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
 * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
 * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
 * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
 * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
 * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
 * SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
 * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
 * OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
 * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 */

use crate::avx2::avx2_utils::{
    _mm256_deinterleave_rgba_epi8, _mm256_double_affine_uv_dot, _mm256_double_affine_uv_s_dot,
    avx2_deinterleave_rgb, shuffle,
};
use crate::internals::ProcessedOffset;
use crate::rdp::RdpChannels;
use crate::yuv_support::CbCrForwardTransform;
#[cfg(target_arch = "x86")]
use std::arch::x86::*;
#[cfg(target_arch = "x86_64")]
use std::arch::x86_64::*;

pub(crate) fn rdp_avx2_rgba_to_yuv<const ORIGIN_CHANNELS: u8, const Q: i32>(
    transform: &CbCrForwardTransform<i32>,
    y_plane: &mut [i16],
    u_plane: &mut [i16],
    v_plane: &mut [i16],
    rgba: &[u8],
    width: usize,
) -> ProcessedOffset {
    unsafe {
        let source_channels: RdpChannels = ORIGIN_CHANNELS.into();
        if source_channels == RdpChannels::Abgr
            || source_channels == RdpChannels::Argb
            || source_channels == RdpChannels::Bgra
            || source_channels == RdpChannels::Rgba
        {
            rdp_avx2_4chan_to_yuv_impl::<ORIGIN_CHANNELS, Q>(
                transform, y_plane, u_plane, v_plane, rgba, width,
            )
        } else {
            rdp_avx2_rgba_to_yuv_impl::<ORIGIN_CHANNELS, Q>(
                transform, y_plane, u_plane, v_plane, rgba, width,
            )
        }
    }
}

#[inline(always)]
unsafe fn _mm256_load_rdp_deinterleave_rgb_for_yuv<const ORIGINS: u8>(
    ptr: *const u8,
) -> (__m256i, __m256i, __m256i) {
    let source_channels: RdpChannels = ORIGINS.into();

    let (r_values, g_values, b_values);

    let row_1 = _mm256_loadu_si256(ptr as *const __m256i);
    let row_2 = _mm256_loadu_si256(ptr.add(32) as *const __m256i);
    let row_3 = _mm256_loadu_si256(ptr.add(64) as *const __m256i);

    match source_channels {
        RdpChannels::Rgb | RdpChannels::Bgr => {
            let (it1, it2, it3) = avx2_deinterleave_rgb(row_1, row_2, row_3);
            if source_channels == RdpChannels::Rgb {
                r_values = it1;
                g_values = it2;
                b_values = it3;
            } else {
                r_values = it3;
                g_values = it2;
                b_values = it1;
            }
        }
        RdpChannels::Rgba | RdpChannels::Bgra => {
            let row_4 = _mm256_loadu_si256(ptr.add(96) as *const __m256i);

            let (it1, it2, it3, _) = _mm256_deinterleave_rgba_epi8(row_1, row_2, row_3, row_4);
            if source_channels == RdpChannels::Rgba {
                r_values = it1;
                g_values = it2;
                b_values = it3;
            } else {
                r_values = it3;
                g_values = it2;
                b_values = it1;
            }
        }
        RdpChannels::Abgr => {
            let row_4 = _mm256_loadu_si256(ptr.add(96) as *const __m256i);

            let (_, b, g, r) = _mm256_deinterleave_rgba_epi8(row_1, row_2, row_3, row_4);
            r_values = r;
            g_values = g;
            b_values = b;
        }
        RdpChannels::Argb => {
            let row_4 = _mm256_loadu_si256(ptr.add(96) as *const __m256i);

            let (_, r, g, b) = _mm256_deinterleave_rgba_epi8(row_1, row_2, row_3, row_4);
            r_values = r;
            g_values = g;
            b_values = b;
        }
    }

    (r_values, g_values, b_values)
}

#[target_feature(enable = "avx2")]
unsafe fn rdp_avx2_rgba_to_yuv_impl<const ORIGIN_CHANNELS: u8, const Q: i32>(
    transform: &CbCrForwardTransform<i32>,
    y_plane: &mut [i16],
    u_plane: &mut [i16],
    v_plane: &mut [i16],
    rgba: &[u8],
    width: usize,
) -> ProcessedOffset {
    let source_channels: RdpChannels = ORIGIN_CHANNELS.into();
    let channels = source_channels.get_channels_count();

    let src_ptr = rgba;
    let uv_bias = _mm256_setzero_si256();
    let v_cbr_cbg = _mm256_set1_epi32(transform._interleaved_cbr_cbg());
    let v_cb_b = _mm256_set1_epi16(transform.cb_b as i16);
    let v_crr_vcrg = _mm256_set1_epi32(transform._interleaved_crr_crg());
    let v_cr_b = _mm256_set1_epi16(transform.cr_b as i16);
    let j_y_bias = _mm256_set1_epi16(4096);

    let mut cx = 0;
    let mut ux = 0;

    while cx + 32 <= width {
        let src_ptr = src_ptr.get_unchecked(cx * channels..);

        let (r_values, g_values, b_values) =
            _mm256_load_rdp_deinterleave_rgb_for_yuv::<ORIGIN_CHANNELS>(src_ptr.as_ptr());

        let r_lo = _mm256_cvtepu8_epi16(_mm256_castsi256_si128(r_values));
        let g_lo = _mm256_cvtepu8_epi16(_mm256_castsi256_si128(g_values));
        let b_lo = _mm256_cvtepu8_epi16(_mm256_castsi256_si128(b_values));
        let r_hi = _mm256_cvtepu8_epi16(_mm256_extracti128_si256::<1>(r_values));
        let g_hi = _mm256_cvtepu8_epi16(_mm256_extracti128_si256::<1>(g_values));
        let b_hi = _mm256_cvtepu8_epi16(_mm256_extracti128_si256::<1>(b_values));

        let (r_g_lo0, r_g_hi0) = (
            _mm256_unpacklo_epi16(r_lo, g_lo),
            _mm256_unpackhi_epi16(r_lo, g_lo),
        );
        let b_hi0 = _mm256_unpackhi_epi16(b_lo, _mm256_setzero_si256());
        let b_lo0 = _mm256_unpacklo_epi16(b_lo, _mm256_setzero_si256());

        let (r_g_lo1, r_g_hi1) = (
            _mm256_unpacklo_epi16(r_hi, g_hi),
            _mm256_unpackhi_epi16(r_hi, g_hi),
        );
        let b_hi1 = _mm256_unpackhi_epi16(b_hi, _mm256_setzero_si256());
        let b_lo1 = _mm256_unpacklo_epi16(b_hi, _mm256_setzero_si256());

        let v_yr_yg = _mm256_set1_epi32(transform._interleaved_yr_yg());
        let v_yb = _mm256_set1_epi16(transform.yb as i16);

        let (mut y_vl0, mut y_vl1) = _mm256_double_affine_uv_s_dot::<Q>(
            r_g_lo0, r_g_hi0, r_g_lo1, r_g_hi1, b_lo0, b_hi0, b_lo1, b_hi1, v_yr_yg, v_yb,
        );

        y_vl0 = _mm256_sub_epi16(y_vl0, j_y_bias);
        y_vl1 = _mm256_sub_epi16(y_vl1, j_y_bias);

        _mm256_storeu_si256(
            y_plane.get_unchecked_mut(cx..).as_mut_ptr() as *mut __m256i,
            y_vl0,
        );
        _mm256_storeu_si256(
            y_plane.get_unchecked_mut((cx + 16)..).as_mut_ptr() as *mut __m256i,
            y_vl1,
        );

        let cb_vl = _mm256_double_affine_uv_dot::<Q>(
            uv_bias, r_g_lo0, r_g_hi0, r_g_lo1, r_g_hi1, b_lo0, b_hi0, b_lo1, b_hi1, v_cbr_cbg,
            v_cb_b,
        );

        _mm256_storeu_si256(
            u_plane.get_unchecked_mut(ux..).as_mut_ptr() as *mut __m256i,
            cb_vl.0,
        );
        _mm256_storeu_si256(
            u_plane.get_unchecked_mut((ux + 16)..).as_mut_ptr() as *mut __m256i,
            cb_vl.1,
        );

        let cr_vl = _mm256_double_affine_uv_dot::<Q>(
            uv_bias, r_g_lo0, r_g_hi0, r_g_lo1, r_g_hi1, b_lo0, b_hi0, b_lo1, b_hi1, v_crr_vcrg,
            v_cr_b,
        );

        _mm256_storeu_si256(
            v_plane.get_unchecked_mut(ux..).as_mut_ptr() as *mut __m256i,
            cr_vl.0,
        );

        _mm256_storeu_si256(
            v_plane.get_unchecked_mut((ux + 16)..).as_mut_ptr() as *mut __m256i,
            cr_vl.1,
        );

        ux += 32;
        cx += 32;
    }

    if cx < width {
        let diff = width - cx;
        assert!(diff <= 32);
        let mut src_buffer: [u8; 32 * 4] = [0; 32 * 4];
        let mut y_buffer: [i16; 32] = [0; 32];
        let mut u_buffer: [i16; 32] = [0; 32];
        let mut v_buffer: [i16; 32] = [0; 32];

        std::ptr::copy_nonoverlapping(
            rgba.get_unchecked(cx * channels..).as_ptr(),
            src_buffer.as_mut_ptr().cast(),
            diff * channels,
        );

        let (r_values, g_values, b_values) =
            _mm256_load_rdp_deinterleave_rgb_for_yuv::<ORIGIN_CHANNELS>(src_buffer.as_ptr().cast());

        let r_lo = _mm256_cvtepu8_epi16(_mm256_castsi256_si128(r_values));
        let g_lo = _mm256_cvtepu8_epi16(_mm256_castsi256_si128(g_values));
        let b_lo = _mm256_cvtepu8_epi16(_mm256_castsi256_si128(b_values));
        let r_hi = _mm256_cvtepu8_epi16(_mm256_extracti128_si256::<1>(r_values));
        let g_hi = _mm256_cvtepu8_epi16(_mm256_extracti128_si256::<1>(g_values));
        let b_hi = _mm256_cvtepu8_epi16(_mm256_extracti128_si256::<1>(b_values));

        let (r_g_lo0, r_g_hi0) = (
            _mm256_unpacklo_epi16(r_lo, g_lo),
            _mm256_unpackhi_epi16(r_lo, g_lo),
        );
        let b_hi0 = _mm256_unpackhi_epi16(b_lo, _mm256_setzero_si256());
        let b_lo0 = _mm256_unpacklo_epi16(b_lo, _mm256_setzero_si256());

        let (r_g_lo1, r_g_hi1) = (
            _mm256_unpacklo_epi16(r_hi, g_hi),
            _mm256_unpackhi_epi16(r_hi, g_hi),
        );
        let b_hi1 = _mm256_unpackhi_epi16(b_hi, _mm256_setzero_si256());
        let b_lo1 = _mm256_unpacklo_epi16(b_hi, _mm256_setzero_si256());

        let v_yr_yg = _mm256_set1_epi32(transform._interleaved_yr_yg());
        let v_yb = _mm256_set1_epi16(transform.yb as i16);

        let (mut y_vl0, mut y_vl1) = _mm256_double_affine_uv_s_dot::<Q>(
            r_g_lo0, r_g_hi0, r_g_lo1, r_g_hi1, b_lo0, b_hi0, b_lo1, b_hi1, v_yr_yg, v_yb,
        );

        y_vl0 = _mm256_sub_epi16(y_vl0, j_y_bias);
        y_vl1 = _mm256_sub_epi16(y_vl1, j_y_bias);

        _mm256_storeu_si256(y_buffer.as_mut_ptr() as *mut __m256i, y_vl0);
        _mm256_storeu_si256(
            y_buffer.get_unchecked_mut(16..).as_mut_ptr() as *mut __m256i,
            y_vl1,
        );

        let cb_vl = _mm256_double_affine_uv_dot::<Q>(
            uv_bias, r_g_lo0, r_g_hi0, r_g_lo1, r_g_hi1, b_lo0, b_hi0, b_lo1, b_hi1, v_cbr_cbg,
            v_cb_b,
        );

        _mm256_storeu_si256(u_buffer.as_mut_ptr() as *mut __m256i, cb_vl.0);
        _mm256_storeu_si256(
            u_buffer.get_unchecked_mut(16..).as_mut_ptr() as *mut __m256i,
            cb_vl.1,
        );

        let cr_vl = _mm256_double_affine_uv_dot::<Q>(
            uv_bias, r_g_lo0, r_g_hi0, r_g_lo1, r_g_hi1, b_lo0, b_hi0, b_lo1, b_hi1, v_crr_vcrg,
            v_cr_b,
        );

        _mm256_storeu_si256(v_buffer.as_mut_ptr() as *mut __m256i, cr_vl.0);

        _mm256_storeu_si256(
            v_buffer.get_unchecked_mut(16..).as_mut_ptr() as *mut __m256i,
            cr_vl.1,
        );

        std::ptr::copy_nonoverlapping(
            u_buffer.as_ptr().cast(),
            u_plane.get_unchecked_mut(ux..).as_mut_ptr(),
            diff,
        );
        std::ptr::copy_nonoverlapping(
            v_buffer.as_ptr().cast(),
            v_plane.get_unchecked_mut(ux..).as_mut_ptr(),
            diff,
        );

        std::ptr::copy_nonoverlapping(
            y_buffer.as_ptr().cast(),
            y_plane.get_unchecked_mut(cx..).as_mut_ptr(),
            diff,
        );

        cx += diff;
        ux += diff;
    }

    ProcessedOffset { ux, cx }
}

impl CbCrForwardTransform<i32> {
    #[inline]
    fn rdp_avx_make_transform_y(&self, cn: RdpChannels) -> i64 {
        let r = self.yr.to_ne_bytes();
        let g = self.yg.to_ne_bytes();
        let b = self.yb.to_ne_bytes();
        match cn {
            RdpChannels::Rgba => i64::from_ne_bytes([r[0], r[1], g[0], g[1], b[0], b[1], 0, 0]),
            RdpChannels::Bgra => i64::from_ne_bytes([b[0], b[1], g[0], g[1], r[0], r[1], 0, 0]),
            RdpChannels::Abgr => i64::from_ne_bytes([0, 0, b[0], b[1], g[0], g[1], r[0], r[1]]),
            RdpChannels::Argb => i64::from_ne_bytes([0, 0, r[0], r[1], g[0], g[1], b[0], b[1]]),
            _ => unreachable!(),
        }
    }

    #[inline]
    fn rdp_avx_make_transform_cb(&self, cn: RdpChannels) -> i64 {
        let r = self.cb_r.to_ne_bytes();
        let g = self.cb_g.to_ne_bytes();
        let b = self.cb_b.to_ne_bytes();
        match cn {
            RdpChannels::Rgba => i64::from_ne_bytes([r[0], r[1], g[0], g[1], b[0], b[1], 0, 0]),
            RdpChannels::Bgra => i64::from_ne_bytes([b[0], b[1], g[0], g[1], r[0], r[1], 0, 0]),
            RdpChannels::Abgr => i64::from_ne_bytes([0, 0, b[0], b[1], g[0], g[1], r[0], r[1]]),
            RdpChannels::Argb => i64::from_ne_bytes([0, 0, r[0], r[1], g[0], g[1], b[0], b[1]]),
            _ => unreachable!(),
        }
    }

    #[inline]
    fn rdp_avx_make_transform_cr(&self, cn: RdpChannels) -> i64 {
        let r = self.cr_r.to_ne_bytes();
        let g = self.cr_g.to_ne_bytes();
        let b = self.cr_b.to_ne_bytes();
        match cn {
            RdpChannels::Rgba => i64::from_ne_bytes([r[0], r[1], g[0], g[1], b[0], b[1], 0, 0]),
            RdpChannels::Bgra => i64::from_ne_bytes([b[0], b[1], g[0], g[1], r[0], r[1], 0, 0]),
            RdpChannels::Abgr => i64::from_ne_bytes([0, 0, b[0], b[1], g[0], g[1], r[0], r[1]]),
            RdpChannels::Argb => i64::from_ne_bytes([0, 0, r[0], r[1], g[0], g[1], b[0], b[1]]),
            _ => unreachable!(),
        }
    }
}

#[target_feature(enable = "avx2")]
unsafe fn rdp_avx2_4chan_to_yuv_impl<const ORIGIN_CHANNELS: u8, const Q: i32>(
    transform: &CbCrForwardTransform<i32>,
    y_plane: &mut [i16],
    u_plane: &mut [i16],
    v_plane: &mut [i16],
    rgba: &[u8],
    width: usize,
) -> ProcessedOffset {
    let source_channels: RdpChannels = ORIGIN_CHANNELS.into();
    assert!(
        source_channels == RdpChannels::Abgr
            || source_channels == RdpChannels::Argb
            || source_channels == RdpChannels::Bgra
            || source_channels == RdpChannels::Rgba
    );
    let channels = source_channels.get_channels_count();

    let src_ptr = rgba;
    let y_transform = _mm256_set1_epi64x(transform.rdp_avx_make_transform_y(source_channels));
    let cb_transform = _mm256_set1_epi64x(transform.rdp_avx_make_transform_cb(source_channels));
    let cr_transform = _mm256_set1_epi64x(transform.rdp_avx_make_transform_cr(source_channels));
    let j_y_bias = _mm256_set1_epi32(4096);

    let mut cx = 0;
    let mut ux = 0;

    while cx + 16 <= width {
        let src_ptr = src_ptr.get_unchecked(cx * channels..);

        let row_z0 = _mm256_loadu_si256(src_ptr.as_ptr() as *const _);

        let row0_z0 = _mm256_unpacklo_epi8(row_z0, _mm256_setzero_si256());
        let row1_z0 = _mm256_unpackhi_epi8(row_z0, _mm256_setzero_si256());

        let row_z1 = _mm256_loadu_si256(src_ptr.get_unchecked(32..).as_ptr() as *const _);

        let y_row0 = _mm256_madd_epi16(row0_z0, y_transform);
        let y_row1 = _mm256_madd_epi16(row1_z0, y_transform);
        let cb_row0 = _mm256_madd_epi16(row0_z0, cb_transform);
        let cb_row1 = _mm256_madd_epi16(row1_z0, cb_transform);
        let cr_row0 = _mm256_madd_epi16(row0_z0, cr_transform);
        let cr_row1 = _mm256_madd_epi16(row1_z0, cr_transform);

        const M: i32 = shuffle(3, 1, 2, 0);

        let mut f_y0 = _mm256_hadd_epi32(y_row0, y_row1);
        let mut f_cb0 = _mm256_hadd_epi32(cb_row0, cb_row1);
        let mut f_cr0 = _mm256_hadd_epi32(cr_row0, cr_row1);

        let row0_z1 = _mm256_unpacklo_epi8(row_z1, _mm256_setzero_si256());
        let row1_z1 = _mm256_unpackhi_epi8(row_z1, _mm256_setzero_si256());

        let y1_row0 = _mm256_madd_epi16(row0_z1, y_transform);
        let y1_row1 = _mm256_madd_epi16(row1_z1, y_transform);
        let cb1_row0 = _mm256_madd_epi16(row0_z1, cb_transform);
        let cb1_row1 = _mm256_madd_epi16(row1_z1, cb_transform);
        let cr1_row0 = _mm256_madd_epi16(row0_z1, cr_transform);
        let cr1_row1 = _mm256_madd_epi16(row1_z1, cr_transform);

        f_y0 = _mm256_srai_epi32::<Q>(f_y0);
        f_cb0 = _mm256_srai_epi32::<Q>(f_cb0);
        f_cr0 = _mm256_srai_epi32::<Q>(f_cr0);

        let mut f_y1 = _mm256_hadd_epi32(y1_row0, y1_row1);
        let mut f_cb1 = _mm256_hadd_epi32(cb1_row0, cb1_row1);
        let mut f_cr1 = _mm256_hadd_epi32(cr1_row0, cr1_row1);

        f_y1 = _mm256_srai_epi32::<Q>(f_y1);
        f_cb1 = _mm256_srai_epi32::<Q>(f_cb1);
        f_cr1 = _mm256_srai_epi32::<Q>(f_cr1);

        f_y0 = _mm256_sub_epi32(f_y0, j_y_bias);
        f_y1 = _mm256_sub_epi32(f_y1, j_y_bias);

        let z_y = _mm256_permute4x64_epi64::<M>(_mm256_packs_epi32(f_y0, f_y1));
        let z_cb = _mm256_permute4x64_epi64::<M>(_mm256_packs_epi32(f_cb0, f_cb1));
        let z_cr = _mm256_permute4x64_epi64::<M>(_mm256_packs_epi32(f_cr0, f_cr1));

        _mm256_storeu_si256(u_plane.get_unchecked_mut(ux..).as_mut_ptr() as *mut _, z_cb);
        _mm256_storeu_si256(v_plane.get_unchecked_mut(ux..).as_mut_ptr() as *mut _, z_cr);
        _mm256_storeu_si256(y_plane.get_unchecked_mut(ux..).as_mut_ptr() as *mut _, z_y);

        ux += 16;
        cx += 16;
    }

    while cx + 8 <= width {
        let src_ptr = src_ptr.get_unchecked(cx * channels..);

        let row = _mm256_loadu_si256(src_ptr.as_ptr() as *const _);

        let row0 = _mm256_unpacklo_epi8(row, _mm256_setzero_si256());
        let row1 = _mm256_unpackhi_epi8(row, _mm256_setzero_si256());

        let y_row0 = _mm256_madd_epi16(row0, y_transform);
        let y_row1 = _mm256_madd_epi16(row1, y_transform);
        let cb_row0 = _mm256_madd_epi16(row0, cb_transform);
        let cb_row1 = _mm256_madd_epi16(row1, cb_transform);
        let cr_row0 = _mm256_madd_epi16(row0, cr_transform);
        let cr_row1 = _mm256_madd_epi16(row1, cr_transform);

        const M: i32 = shuffle(3, 1, 2, 0);

        let mut f_y = _mm256_hadd_epi32(y_row0, y_row1);
        let mut f_cb = _mm256_hadd_epi32(cb_row0, cb_row1);
        let mut f_cr = _mm256_hadd_epi32(cr_row0, cr_row1);

        f_y = _mm256_srai_epi32::<Q>(f_y);
        f_cb = _mm256_srai_epi32::<Q>(f_cb);
        f_cr = _mm256_srai_epi32::<Q>(f_cr);

        f_y = _mm256_sub_epi32(f_y, j_y_bias);

        let z_y = _mm256_permute4x64_epi64::<M>(_mm256_packs_epi32(f_y, _mm256_setzero_si256()));
        let z_cb = _mm256_permute4x64_epi64::<M>(_mm256_packs_epi32(f_cb, _mm256_setzero_si256()));
        let z_cr = _mm256_permute4x64_epi64::<M>(_mm256_packs_epi32(f_cr, _mm256_setzero_si256()));

        _mm_storeu_si128(
            u_plane.get_unchecked_mut(ux..).as_mut_ptr() as *mut _,
            _mm256_castsi256_si128(z_cb),
        );
        _mm_storeu_si128(
            v_plane.get_unchecked_mut(ux..).as_mut_ptr() as *mut _,
            _mm256_castsi256_si128(z_cr),
        );
        _mm_storeu_si128(
            y_plane.get_unchecked_mut(ux..).as_mut_ptr() as *mut _,
            _mm256_castsi256_si128(z_y),
        );

        ux += 8;
        cx += 8;
    }

    if cx < width {
        let diff = width - cx;
        assert!(diff <= 8);
        let mut src_buffer: [u8; 32] = [0; 32];
        let mut y_buffer: [i16; 8] = [0; 8];
        let mut u_buffer: [i16; 8] = [0; 8];
        let mut v_buffer: [i16; 8] = [0; 8];

        std::ptr::copy_nonoverlapping(
            rgba.get_unchecked(cx * channels..).as_ptr(),
            src_buffer.as_mut_ptr().cast(),
            diff * channels,
        );

        let row = _mm256_loadu_si256(src_buffer.as_ptr() as *const _);

        let row0 = _mm256_unpacklo_epi8(row, _mm256_setzero_si256());
        let row1 = _mm256_unpackhi_epi8(row, _mm256_setzero_si256());

        let y_row0 = _mm256_madd_epi16(row0, y_transform);
        let y_row1 = _mm256_madd_epi16(row1, y_transform);
        let cb_row0 = _mm256_madd_epi16(row0, cb_transform);
        let cb_row1 = _mm256_madd_epi16(row1, cb_transform);
        let cr_row0 = _mm256_madd_epi16(row0, cr_transform);
        let cr_row1 = _mm256_madd_epi16(row1, cr_transform);

        const M: i32 = shuffle(3, 1, 2, 0);

        let mut f_y = _mm256_hadd_epi32(y_row0, y_row1);
        let mut f_cb = _mm256_hadd_epi32(cb_row0, cb_row1);
        let mut f_cr = _mm256_hadd_epi32(cr_row0, cr_row1);

        f_y = _mm256_srai_epi32::<Q>(f_y);
        f_cb = _mm256_srai_epi32::<Q>(f_cb);
        f_cr = _mm256_srai_epi32::<Q>(f_cr);

        f_y = _mm256_sub_epi32(f_y, j_y_bias);

        let z_y = _mm256_permute4x64_epi64::<M>(_mm256_packs_epi32(f_y, _mm256_setzero_si256()));
        let z_cb = _mm256_permute4x64_epi64::<M>(_mm256_packs_epi32(f_cb, _mm256_setzero_si256()));
        let z_cr = _mm256_permute4x64_epi64::<M>(_mm256_packs_epi32(f_cr, _mm256_setzero_si256()));

        _mm_storeu_si128(
            u_buffer.as_mut_ptr() as *mut _,
            _mm256_castsi256_si128(z_cb),
        );
        _mm_storeu_si128(
            v_buffer.as_mut_ptr() as *mut _,
            _mm256_castsi256_si128(z_cr),
        );
        _mm_storeu_si128(y_buffer.as_mut_ptr() as *mut _, _mm256_castsi256_si128(z_y));

        std::ptr::copy_nonoverlapping(
            u_buffer.as_ptr().cast(),
            u_plane.get_unchecked_mut(ux..).as_mut_ptr(),
            diff,
        );
        std::ptr::copy_nonoverlapping(
            v_buffer.as_ptr().cast(),
            v_plane.get_unchecked_mut(ux..).as_mut_ptr(),
            diff,
        );

        std::ptr::copy_nonoverlapping(
            y_buffer.as_ptr().cast(),
            y_plane.get_unchecked_mut(cx..).as_mut_ptr(),
            diff,
        );

        cx += diff;
        ux += diff;
    }

    ProcessedOffset { ux, cx }
}