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/*
* Copyright (c) 2018, Alliance for Open Media. All rights reserved
*
* This source code is subject to the terms of the BSD 2 Clause License and
* the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License
* was not distributed with this source code in the LICENSE file, you can
* obtain it at www.aomedia.org/license/software. If the Alliance for Open
* Media Patent License 1.0 was not distributed with this source code in the
* PATENTS file, you can obtain it at www.aomedia.org/license/patent.
*/
#include <immintrin.h> // AVX2
#include "aom_dsp/x86/synonyms.h"
#include "aom_dsp/x86/synonyms_avx2.h"
#include "aom_dsp/x86/transpose_sse2.h"
#include "config/av1_rtcd.h"
#include "av1/common/restoration.h"
#include "av1/encoder/pickrst.h"
static INLINE void acc_stat_avx2(int32_t *dst, const uint8_t *src,
const __m128i *shuffle, const __m256i *kl) {
const __m128i s = _mm_shuffle_epi8(xx_loadu_128(src), *shuffle);
const __m256i d0 = _mm256_madd_epi16(*kl, _mm256_cvtepu8_epi16(s));
const __m256i dst0 = yy_loadu_256(dst);
const __m256i r0 = _mm256_add_epi32(dst0, d0);
yy_storeu_256(dst, r0);
}
static INLINE void acc_stat_win7_one_line_avx2(
const uint8_t *dgd, const uint8_t *src, int h_start, int h_end,
int dgd_stride, const __m128i *shuffle, int32_t *sumX,
int32_t sumY[WIENER_WIN][WIENER_WIN], int32_t M_int[WIENER_WIN][WIENER_WIN],
int32_t H_int[WIENER_WIN2][WIENER_WIN * 8]) {
int j, k, l;
const int wiener_win = WIENER_WIN;
for (j = h_start; j < h_end; j += 2) {
const uint8_t X1 = src[j];
const uint8_t X2 = src[j + 1];
*sumX += X1 + X2;
const uint8_t *dgd_ij = dgd + j;
for (k = 0; k < wiener_win; k++) {
const uint8_t *dgd_ijk = dgd_ij + k * dgd_stride;
for (l = 0; l < wiener_win; l++) {
int32_t *H_ = &H_int[(l * wiener_win + k)][0];
const uint8_t D1 = dgd_ijk[l];
const uint8_t D2 = dgd_ijk[l + 1];
sumY[k][l] += D1 + D2;
M_int[k][l] += D1 * X1 + D2 * X2;
const __m256i kl =
_mm256_cvtepu8_epi16(_mm_set1_epi16(*((uint16_t *)(dgd_ijk + l))));
acc_stat_avx2(H_ + 0 * 8, dgd_ij + 0 * dgd_stride, shuffle, &kl);
acc_stat_avx2(H_ + 1 * 8, dgd_ij + 1 * dgd_stride, shuffle, &kl);
acc_stat_avx2(H_ + 2 * 8, dgd_ij + 2 * dgd_stride, shuffle, &kl);
acc_stat_avx2(H_ + 3 * 8, dgd_ij + 3 * dgd_stride, shuffle, &kl);
acc_stat_avx2(H_ + 4 * 8, dgd_ij + 4 * dgd_stride, shuffle, &kl);
acc_stat_avx2(H_ + 5 * 8, dgd_ij + 5 * dgd_stride, shuffle, &kl);
acc_stat_avx2(H_ + 6 * 8, dgd_ij + 6 * dgd_stride, shuffle, &kl);
}
}
}
}
static INLINE void compute_stats_win7_opt_avx2(
const uint8_t *dgd, const uint8_t *src, int h_start, int h_end, int v_start,
int v_end, int dgd_stride, int src_stride, double *M, double *H) {
int i, j, k, l, m, n;
const int wiener_win = WIENER_WIN;
const int pixel_count = (h_end - h_start) * (v_end - v_start);
const int wiener_win2 = wiener_win * wiener_win;
const int wiener_halfwin = (wiener_win >> 1);
const double avg =
find_average(dgd, h_start, h_end, v_start, v_end, dgd_stride);
int32_t M_int32[WIENER_WIN][WIENER_WIN] = { { 0 } };
int64_t M_int64[WIENER_WIN][WIENER_WIN] = { { 0 } };
int32_t H_int32[WIENER_WIN2][WIENER_WIN * 8] = { { 0 } };
int64_t H_int64[WIENER_WIN2][WIENER_WIN * 8] = { { 0 } };
int32_t sumY[WIENER_WIN][WIENER_WIN] = { { 0 } };
int32_t sumX = 0;
const uint8_t *dgd_win = dgd - wiener_halfwin * dgd_stride - wiener_halfwin;
const __m128i shuffle = xx_loadu_128(g_shuffle_stats_data);
for (j = v_start; j < v_end; j += 64) {
const int vert_end = AOMMIN(64, v_end - j) + j;
for (i = j; i < vert_end; i++) {
acc_stat_win7_one_line_avx2(
dgd_win + i * dgd_stride, src + i * src_stride, h_start, h_end,
dgd_stride, &shuffle, &sumX, sumY, M_int32, H_int32);
}
for (k = 0; k < wiener_win; ++k) {
for (l = 0; l < wiener_win; ++l) {
M_int64[k][l] += M_int32[k][l];
M_int32[k][l] = 0;
}
}
for (k = 0; k < WIENER_WIN2; ++k) {
for (l = 0; l < WIENER_WIN * 8; ++l) {
H_int64[k][l] += H_int32[k][l];
H_int32[k][l] = 0;
}
}
}
const double avg_square_sum = avg * avg * pixel_count;
for (k = 0; k < wiener_win; k++) {
for (l = 0; l < wiener_win; l++) {
const int32_t idx0 = l * wiener_win + k;
M[idx0] = M_int64[k][l] + avg_square_sum - avg * (sumX + sumY[k][l]);
double *H_ = H + idx0 * wiener_win2;
int64_t *H_int_ = &H_int64[idx0][0];
for (m = 0; m < wiener_win; m++) {
for (n = 0; n < wiener_win; n++) {
H_[m * wiener_win + n] = H_int_[n * 8 + m] + avg_square_sum -
avg * (sumY[k][l] + sumY[n][m]);
}
}
}
}
}
static INLINE void acc_stat_win5_one_line_avx2(
const uint8_t *dgd, const uint8_t *src, int h_start, int h_end,
int dgd_stride, const __m128i *shuffle, int32_t *sumX,
int32_t sumY[WIENER_WIN_CHROMA][WIENER_WIN_CHROMA],
int32_t M_int[WIENER_WIN_CHROMA][WIENER_WIN_CHROMA],
int32_t H_int[WIENER_WIN2_CHROMA][WIENER_WIN_CHROMA * 8]) {
int j, k, l;
const int wiener_win = WIENER_WIN_CHROMA;
for (j = h_start; j < h_end; j += 2) {
const uint8_t X1 = src[j];
const uint8_t X2 = src[j + 1];
*sumX += X1 + X2;
const uint8_t *dgd_ij = dgd + j;
for (k = 0; k < wiener_win; k++) {
const uint8_t *dgd_ijk = dgd_ij + k * dgd_stride;
for (l = 0; l < wiener_win; l++) {
int32_t *H_ = &H_int[(l * wiener_win + k)][0];
const uint8_t D1 = dgd_ijk[l];
const uint8_t D2 = dgd_ijk[l + 1];
sumY[k][l] += D1 + D2;
M_int[k][l] += D1 * X1 + D2 * X2;
const __m256i kl =
_mm256_cvtepu8_epi16(_mm_set1_epi16(*((uint16_t *)(dgd_ijk + l))));
acc_stat_avx2(H_ + 0 * 8, dgd_ij + 0 * dgd_stride, shuffle, &kl);
acc_stat_avx2(H_ + 1 * 8, dgd_ij + 1 * dgd_stride, shuffle, &kl);
acc_stat_avx2(H_ + 2 * 8, dgd_ij + 2 * dgd_stride, shuffle, &kl);
acc_stat_avx2(H_ + 3 * 8, dgd_ij + 3 * dgd_stride, shuffle, &kl);
acc_stat_avx2(H_ + 4 * 8, dgd_ij + 4 * dgd_stride, shuffle, &kl);
}
}
}
}
static INLINE void compute_stats_win5_opt_avx2(
const uint8_t *dgd, const uint8_t *src, int h_start, int h_end, int v_start,
int v_end, int dgd_stride, int src_stride, double *M, double *H) {
int i, j, k, l, m, n;
const int wiener_win = WIENER_WIN_CHROMA;
const int pixel_count = (h_end - h_start) * (v_end - v_start);
const int wiener_win2 = wiener_win * wiener_win;
const int wiener_halfwin = (wiener_win >> 1);
const double avg =
find_average(dgd, h_start, h_end, v_start, v_end, dgd_stride);
int32_t M_int32[WIENER_WIN_CHROMA][WIENER_WIN_CHROMA] = { { 0 } };
int64_t M_int64[WIENER_WIN_CHROMA][WIENER_WIN_CHROMA] = { { 0 } };
int32_t H_int32[WIENER_WIN2_CHROMA][WIENER_WIN_CHROMA * 8] = { { 0 } };
int64_t H_int64[WIENER_WIN2_CHROMA][WIENER_WIN_CHROMA * 8] = { { 0 } };
int32_t sumY[WIENER_WIN_CHROMA][WIENER_WIN_CHROMA] = { { 0 } };
int32_t sumX = 0;
const uint8_t *dgd_win = dgd - wiener_halfwin * dgd_stride - wiener_halfwin;
const __m128i shuffle = xx_loadu_128(g_shuffle_stats_data);
for (j = v_start; j < v_end; j += 64) {
const int vert_end = AOMMIN(64, v_end - j) + j;
for (i = j; i < vert_end; i++) {
acc_stat_win5_one_line_avx2(
dgd_win + i * dgd_stride, src + i * src_stride, h_start, h_end,
dgd_stride, &shuffle, &sumX, sumY, M_int32, H_int32);
}
for (k = 0; k < wiener_win; ++k) {
for (l = 0; l < wiener_win; ++l) {
M_int64[k][l] += M_int32[k][l];
M_int32[k][l] = 0;
}
}
for (k = 0; k < WIENER_WIN2_CHROMA; ++k) {
for (l = 0; l < WIENER_WIN_CHROMA * 8; ++l) {
H_int64[k][l] += H_int32[k][l];
H_int32[k][l] = 0;
}
}
}
const double avg_square_sum = avg * avg * pixel_count;
for (k = 0; k < wiener_win; k++) {
for (l = 0; l < wiener_win; l++) {
const int32_t idx0 = l * wiener_win + k;
M[idx0] = M_int64[k][l] + avg_square_sum - avg * (sumX + sumY[k][l]);
double *H_ = H + idx0 * wiener_win2;
int64_t *H_int_ = &H_int64[idx0][0];
for (m = 0; m < wiener_win; m++) {
for (n = 0; n < wiener_win; n++) {
H_[m * wiener_win + n] = H_int_[n * 8 + m] + avg_square_sum -
avg * (sumY[k][l] + sumY[n][m]);
}
}
}
}
}
void av1_compute_stats_avx2(int wiener_win, const uint8_t *dgd,
const uint8_t *src, int h_start, int h_end,
int v_start, int v_end, int dgd_stride,
int src_stride, double *M, double *H) {
if (wiener_win == WIENER_WIN) {
compute_stats_win7_opt_avx2(dgd, src, h_start, h_end, v_start, v_end,
dgd_stride, src_stride, M, H);
} else if (wiener_win == WIENER_WIN_CHROMA) {
compute_stats_win5_opt_avx2(dgd, src, h_start, h_end, v_start, v_end,
dgd_stride, src_stride, M, H);
} else {
av1_compute_stats_c(wiener_win, dgd, src, h_start, h_end, v_start, v_end,
dgd_stride, src_stride, M, H);
}
}
static INLINE __m256i pair_set_epi16(uint16_t a, uint16_t b) {
return _mm256_set1_epi32(
(int32_t)(((uint16_t)(a)) | (((uint32_t)(b)) << 16)));
}
int64_t av1_lowbd_pixel_proj_error_avx2(
const uint8_t *src8, int width, int height, int src_stride,
const uint8_t *dat8, int dat_stride, int32_t *flt0, int flt0_stride,
int32_t *flt1, int flt1_stride, int xq[2], const sgr_params_type *params) {
int i, j, k;
const int32_t shift = SGRPROJ_RST_BITS + SGRPROJ_PRJ_BITS;
const __m256i rounding = _mm256_set1_epi32(1 << (shift - 1));
__m256i sum64 = _mm256_setzero_si256();
const uint8_t *src = src8;
const uint8_t *dat = dat8;
int64_t err = 0;
if (params->r[0] > 0 && params->r[1] > 0) {
__m256i xq_coeff = pair_set_epi16(xq[0], xq[1]);
for (i = 0; i < height; ++i) {
__m256i sum32 = _mm256_setzero_si256();
for (j = 0; j <= width - 16; j += 16) {
const __m256i d0 = _mm256_cvtepu8_epi16(xx_loadu_128(dat + j));
const __m256i s0 = _mm256_cvtepu8_epi16(xx_loadu_128(src + j));
const __m256i flt0_16b = _mm256_permute4x64_epi64(
_mm256_packs_epi32(yy_loadu_256(flt0 + j),
yy_loadu_256(flt0 + j + 8)),
0xd8);
const __m256i flt1_16b = _mm256_permute4x64_epi64(
_mm256_packs_epi32(yy_loadu_256(flt1 + j),
yy_loadu_256(flt1 + j + 8)),
0xd8);
const __m256i u0 = _mm256_slli_epi16(d0, SGRPROJ_RST_BITS);
const __m256i flt0_0_sub_u = _mm256_sub_epi16(flt0_16b, u0);
const __m256i flt1_0_sub_u = _mm256_sub_epi16(flt1_16b, u0);
const __m256i v0 = _mm256_madd_epi16(
xq_coeff, _mm256_unpacklo_epi16(flt0_0_sub_u, flt1_0_sub_u));
const __m256i v1 = _mm256_madd_epi16(
xq_coeff, _mm256_unpackhi_epi16(flt0_0_sub_u, flt1_0_sub_u));
const __m256i vr0 =
_mm256_srai_epi32(_mm256_add_epi32(v0, rounding), shift);
const __m256i vr1 =
_mm256_srai_epi32(_mm256_add_epi32(v1, rounding), shift);
const __m256i e0 = _mm256_sub_epi16(
_mm256_add_epi16(_mm256_packs_epi32(vr0, vr1), d0), s0);
const __m256i err0 = _mm256_madd_epi16(e0, e0);
sum32 = _mm256_add_epi32(sum32, err0);
}
for (k = j; k < width; ++k) {
const int32_t u = (int32_t)(dat[k] << SGRPROJ_RST_BITS);
int32_t v = xq[0] * (flt0[k] - u) + xq[1] * (flt1[k] - u);
const int32_t e = ROUND_POWER_OF_TWO(v, shift) + dat[k] - src[k];
err += e * e;
}
dat += dat_stride;
src += src_stride;
flt0 += flt0_stride;
flt1 += flt1_stride;
const __m256i sum64_0 =
_mm256_cvtepi32_epi64(_mm256_castsi256_si128(sum32));
const __m256i sum64_1 =
_mm256_cvtepi32_epi64(_mm256_extracti128_si256(sum32, 1));
sum64 = _mm256_add_epi64(sum64, sum64_0);
sum64 = _mm256_add_epi64(sum64, sum64_1);
}
} else if (params->r[0] > 0) {
__m256i xq_coeff =
pair_set_epi16(xq[0], (-xq[0] * (1 << SGRPROJ_RST_BITS)));
for (i = 0; i < height; ++i) {
__m256i sum32 = _mm256_setzero_si256();
for (j = 0; j <= width - 16; j += 16) {
const __m256i d0 = _mm256_cvtepu8_epi16(xx_loadu_128(dat + j));
const __m256i s0 = _mm256_cvtepu8_epi16(xx_loadu_128(src + j));
const __m256i flt0_16b = _mm256_permute4x64_epi64(
_mm256_packs_epi32(yy_loadu_256(flt0 + j),
yy_loadu_256(flt0 + j + 8)),
0xd8);
const __m256i v0 =
_mm256_madd_epi16(xq_coeff, _mm256_unpacklo_epi16(flt0_16b, d0));
const __m256i v1 =
_mm256_madd_epi16(xq_coeff, _mm256_unpackhi_epi16(flt0_16b, d0));
const __m256i vr0 =
_mm256_srai_epi32(_mm256_add_epi32(v0, rounding), shift);
const __m256i vr1 =
_mm256_srai_epi32(_mm256_add_epi32(v1, rounding), shift);
const __m256i e0 = _mm256_sub_epi16(
_mm256_add_epi16(_mm256_packs_epi32(vr0, vr1), d0), s0);
const __m256i err0 = _mm256_madd_epi16(e0, e0);
sum32 = _mm256_add_epi32(sum32, err0);
}
for (k = j; k < width; ++k) {
const int32_t u = (int32_t)(dat[k] << SGRPROJ_RST_BITS);
int32_t v = xq[0] * (flt0[k] - u);
const int32_t e = ROUND_POWER_OF_TWO(v, shift) + dat[k] - src[k];
err += e * e;
}
dat += dat_stride;
src += src_stride;
flt0 += flt0_stride;
const __m256i sum64_0 =
_mm256_cvtepi32_epi64(_mm256_castsi256_si128(sum32));
const __m256i sum64_1 =
_mm256_cvtepi32_epi64(_mm256_extracti128_si256(sum32, 1));
sum64 = _mm256_add_epi64(sum64, sum64_0);
sum64 = _mm256_add_epi64(sum64, sum64_1);
}
} else if (params->r[1] > 0) {
__m256i xq_coeff = pair_set_epi16(xq[1], -(xq[1] << SGRPROJ_RST_BITS));
for (i = 0; i < height; ++i) {
__m256i sum32 = _mm256_setzero_si256();
for (j = 0; j <= width - 16; j += 16) {
const __m256i d0 = _mm256_cvtepu8_epi16(xx_loadu_128(dat + j));
const __m256i s0 = _mm256_cvtepu8_epi16(xx_loadu_128(src + j));
const __m256i flt1_16b = _mm256_permute4x64_epi64(
_mm256_packs_epi32(yy_loadu_256(flt1 + j),
yy_loadu_256(flt1 + j + 8)),
0xd8);
const __m256i v0 =
_mm256_madd_epi16(xq_coeff, _mm256_unpacklo_epi16(flt1_16b, d0));
const __m256i v1 =
_mm256_madd_epi16(xq_coeff, _mm256_unpackhi_epi16(flt1_16b, d0));
const __m256i vr0 =
_mm256_srai_epi32(_mm256_add_epi32(v0, rounding), shift);
const __m256i vr1 =
_mm256_srai_epi32(_mm256_add_epi32(v1, rounding), shift);
const __m256i e0 = _mm256_sub_epi16(
_mm256_add_epi16(_mm256_packs_epi32(vr0, vr1), d0), s0);
const __m256i err0 = _mm256_madd_epi16(e0, e0);
sum32 = _mm256_add_epi32(sum32, err0);
}
for (k = j; k < width; ++k) {
const int32_t u = (int32_t)(dat[k] << SGRPROJ_RST_BITS);
int32_t v = xq[1] * (flt1[k] - u);
const int32_t e = ROUND_POWER_OF_TWO(v, shift) + dat[k] - src[k];
err += e * e;
}
dat += dat_stride;
src += src_stride;
flt1 += flt1_stride;
const __m256i sum64_0 =
_mm256_cvtepi32_epi64(_mm256_castsi256_si128(sum32));
const __m256i sum64_1 =
_mm256_cvtepi32_epi64(_mm256_extracti128_si256(sum32, 1));
sum64 = _mm256_add_epi64(sum64, sum64_0);
sum64 = _mm256_add_epi64(sum64, sum64_1);
}
} else {
__m256i sum32 = _mm256_setzero_si256();
for (i = 0; i < height; ++i) {
for (j = 0; j <= width - 16; j += 16) {
const __m256i d0 = _mm256_cvtepu8_epi16(xx_loadu_128(dat + j));
const __m256i s0 = _mm256_cvtepu8_epi16(xx_loadu_128(src + j));
const __m256i diff0 = _mm256_sub_epi16(d0, s0);
const __m256i err0 = _mm256_madd_epi16(diff0, diff0);
sum32 = _mm256_add_epi32(sum32, err0);
}
for (k = j; k < width; ++k) {
const int32_t e = (int32_t)(dat[k]) - src[k];
err += e * e;
}
dat += dat_stride;
src += src_stride;
}
const __m256i sum64_0 =
_mm256_cvtepi32_epi64(_mm256_castsi256_si128(sum32));
const __m256i sum64_1 =
_mm256_cvtepi32_epi64(_mm256_extracti128_si256(sum32, 1));
sum64 = _mm256_add_epi64(sum64_0, sum64_1);
}
int64_t sum[4];
yy_storeu_256(sum, sum64);
err += sum[0] + sum[1] + sum[2] + sum[3];
return err;
}
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