uvg266/src/strategies/avx2/dct-avx2.c

/*****************************************************************************
 * This file is part of Kvazaar HEVC encoder.
 *
 * Copyright (C) 2013-2014 Tampere University of Technology and others (see
 * COPYING file).
 *
 * Kvazaar is free software: you can redistribute it and/or modify
 * it under the terms of the GNU General Public License version 2 as published
 * by the Free Software Foundation.
 *
 * Kvazaar is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with Kvazaar.  If not, see <http://www.gnu.org/licenses/>.
 ****************************************************************************/

/*
 * \file
 */

#include <stdlib.h>

#include "dct-avx2.h"
#include "strategyselector.h"
#include "tables.h"

#if COMPILE_INTEL_AVX2
#include <immintrin.h>

extern const int16_t g_dst_4[4][4];
extern const int16_t g_dct_4[4][4];
extern const int16_t g_dct_8[8][8];
extern const int16_t g_dct_16[16][16];
extern const int16_t g_dct_32[32][32];

extern const int16_t g_dst_4_t[4][4];
extern const int16_t g_dct_4_t[4][4];
extern const int16_t g_dct_8_t[8][8];
extern const int16_t g_dct_16_t[16][16];
extern const int16_t g_dct_32_t[32][32];

/**
* \brief AVX2 transform functions
*
* TODO: description
*
* \param TODO
*
* \returns TODO
*/
static void transpose_4x4_16bit(const int16_t *src, int16_t *dst)
{
  __m256i original;
  __m128i upper, lower, tmp0, tmp1;
  original = _mm256_loadu_si256((__m256i*)src);
  upper = _mm256_castsi256_si128(original);
  lower = _mm256_extracti128_si256(original, 1);

  tmp0 = _mm_unpacklo_epi16(upper, lower);
  tmp1 = _mm_unpackhi_epi16(upper, lower);

  upper = _mm_unpacklo_epi16(tmp0, tmp1);
  lower = _mm_unpackhi_epi16(tmp0, tmp1);

  _mm256_storeu_si256((__m256i*)dst, _mm256_inserti128_si256(_mm256_castsi128_si256(upper), lower, 1));
}


static void transpose_8x8_16bit(const int16_t *src, int16_t *dst)
{
  __m256i row_pair[4], tmp[4];
  row_pair[0] = _mm256_inserti128_si256(_mm256_castsi128_si256(_mm_loadu_si128((__m128i*)src + 0)), _mm_loadu_si128((__m128i*)src + 4), 1);
  row_pair[1] = _mm256_inserti128_si256(_mm256_castsi128_si256(_mm_loadu_si128((__m128i*)src + 1)), _mm_loadu_si128((__m128i*)src + 5), 1);
  row_pair[2] = _mm256_inserti128_si256(_mm256_castsi128_si256(_mm_loadu_si128((__m128i*)src + 2)), _mm_loadu_si128((__m128i*)src + 6), 1);
  row_pair[3] = _mm256_inserti128_si256(_mm256_castsi128_si256(_mm_loadu_si128((__m128i*)src + 3)), _mm_loadu_si128((__m128i*)src + 7), 1);

  tmp[0] = _mm256_unpacklo_epi16(row_pair[0], row_pair[1]);
  tmp[1] = _mm256_unpackhi_epi16(row_pair[0], row_pair[1]);
  tmp[2] = _mm256_unpacklo_epi16(row_pair[2], row_pair[3]);
  tmp[3] = _mm256_unpackhi_epi16(row_pair[2], row_pair[3]);

  row_pair[0] = _mm256_unpacklo_epi32(tmp[0], tmp[2]);
  row_pair[1] = _mm256_unpackhi_epi32(tmp[0], tmp[2]);
  row_pair[2] = _mm256_unpacklo_epi32(tmp[1], tmp[3]);
  row_pair[3] = _mm256_unpackhi_epi32(tmp[1], tmp[3]);

  tmp[0] = _mm256_unpacklo_epi64(row_pair[0], row_pair[2]);
  tmp[1] = _mm256_unpackhi_epi64(row_pair[0], row_pair[2]);
  tmp[2] = _mm256_unpacklo_epi64(row_pair[1], row_pair[3]);
  tmp[3] = _mm256_unpackhi_epi64(row_pair[1], row_pair[3]);

  tmp[0] = _mm256_permute4x64_epi64(tmp[0], 0 + 8 + 16 + 192);
  tmp[1] = _mm256_permute4x64_epi64(tmp[1], 0 + 8 + 16 + 192);
  tmp[2] = _mm256_permute4x64_epi64(tmp[2], 0 + 8 + 16 + 192);
  tmp[3] = _mm256_permute4x64_epi64(tmp[3], 0 + 8 + 16 + 192);

  _mm_storeu_si128((__m128i*)dst + 0, _mm256_castsi256_si128(tmp[0]));
  _mm_storeu_si128((__m128i*)dst + 1, _mm256_castsi256_si128(tmp[1]));
  _mm_storeu_si128((__m128i*)dst + 2, _mm256_castsi256_si128(tmp[2]));
  _mm_storeu_si128((__m128i*)dst + 3, _mm256_castsi256_si128(tmp[3]));

  _mm_storeu_si128((__m128i*)dst + 4, _mm256_extracti128_si256(tmp[0], 1));
  _mm_storeu_si128((__m128i*)dst + 5, _mm256_extracti128_si256(tmp[1], 1));
  _mm_storeu_si128((__m128i*)dst + 6, _mm256_extracti128_si256(tmp[2], 1));
  _mm_storeu_si128((__m128i*)dst + 7, _mm256_extracti128_si256(tmp[3], 1));
}

static void transpose_16x16_16bit(const int16_t *src, int16_t *dst)
{
  int i;
  __m256i row[16], tmp[16];
  for (i = 0; i < 16; ++i) {
    row[i] = _mm256_loadu_si256((__m256i*) src + i);
  }

  for (i = 0; i < 16; i += 4) {
    tmp[i + 0] = _mm256_unpacklo_epi16(row[i + 0], row[i + 1]);
    tmp[i + 1] = _mm256_unpackhi_epi16(row[i + 0], row[i + 1]);
    tmp[i + 2] = _mm256_unpacklo_epi16(row[i + 2], row[i + 3]);
    tmp[i + 3] = _mm256_unpackhi_epi16(row[i + 2], row[i + 3]);
  }
  for (i = 0; i < 16; i += 4) {
    row[i + 0] = _mm256_unpacklo_epi32(tmp[i + 0], tmp[i + 2]);
    row[i + 1] = _mm256_unpackhi_epi32(tmp[i + 0], tmp[i + 2]);
    row[i + 2] = _mm256_unpacklo_epi32(tmp[i + 1], tmp[i + 3]);
    row[i + 3] = _mm256_unpackhi_epi32(tmp[i + 1], tmp[i + 3]);
  }

  for (i = 0; i < 8; i += 2) {
    tmp[i + 0] = _mm256_unpacklo_epi64(row[i / 2 + 0], row[i / 2 + 4]);
    tmp[i + 1] = _mm256_unpackhi_epi64(row[i / 2 + 0], row[i / 2 + 4]);
  }
  for (i = 8; i < 16; i += 2) {
    tmp[i + 0] = _mm256_unpacklo_epi64(row[i / 2 + 4], row[i / 2 + 8]);
    tmp[i + 1] = _mm256_unpackhi_epi64(row[i / 2 + 4], row[i / 2 + 8]);
  }


  for (i = 0; i < 8; ++i) {
    _mm_storeu_si128((__m128i*)dst + 2 * i, _mm256_extracti128_si256(tmp[i], 0));
    _mm_storeu_si128(((__m128i*)dst) + 2 * i + 1, _mm256_extracti128_si256(tmp[i + 8], 0));
  }
  for (i = 8; i < 16; ++i) {
    _mm_storeu_si128((__m128i*)dst + 2 * i, _mm256_extracti128_si256(tmp[(i + 8) % 16], 1));
    _mm_storeu_si128((__m128i*)dst + 2 * i + 1, _mm256_extracti128_si256(tmp[i], 1));
  }
}


static void transpose_32x32_16bit(const int16_t *src, int16_t *dst)
{
  int i;
  __m256i row[32][2], tmp[32][2];
  for (i = 0; i < 32; ++i) {
    row[i][0] = _mm256_loadu_si256((__m256i*) src + 2 * i);
    row[i][1] = _mm256_loadu_si256((__m256i*) src + 2 * i + 1);
  }

  for (i = 0; i < 32; i += 4) {
    tmp[i + 0][0] = _mm256_unpacklo_epi16(row[i + 0][0], row[i + 1][0]);
    tmp[i + 1][0] = _mm256_unpackhi_epi16(row[i + 0][0], row[i + 1][0]);
    tmp[i + 2][0] = _mm256_unpacklo_epi16(row[i + 2][0], row[i + 3][0]);
    tmp[i + 3][0] = _mm256_unpackhi_epi16(row[i + 2][0], row[i + 3][0]);

    tmp[i + 0][1] = _mm256_unpacklo_epi16(row[i + 0][1], row[i + 1][1]);
    tmp[i + 1][1] = _mm256_unpackhi_epi16(row[i + 0][1], row[i + 1][1]);
    tmp[i + 2][1] = _mm256_unpacklo_epi16(row[i + 2][1], row[i + 3][1]);
    tmp[i + 3][1] = _mm256_unpackhi_epi16(row[i + 2][1], row[i + 3][1]);
    }
  for (i = 0; i < 32; i += 4) {
    row[i + 0][0] = _mm256_unpacklo_epi32(tmp[i + 0][0], tmp[i + 2][0]);
    row[i + 1][0] = _mm256_unpackhi_epi32(tmp[i + 0][0], tmp[i + 2][0]);
    row[i + 2][0] = _mm256_unpacklo_epi32(tmp[i + 1][0], tmp[i + 3][0]);
    row[i + 3][0] = _mm256_unpackhi_epi32(tmp[i + 1][0], tmp[i + 3][0]);

    row[i + 0][1] = _mm256_unpacklo_epi32(tmp[i + 0][1], tmp[i + 2][1]);
    row[i + 1][1] = _mm256_unpackhi_epi32(tmp[i + 0][1], tmp[i + 2][1]);
    row[i + 2][1] = _mm256_unpacklo_epi32(tmp[i + 1][1], tmp[i + 3][1]);
    row[i + 3][1] = _mm256_unpackhi_epi32(tmp[i + 1][1], tmp[i + 3][1]);
  }

  for (i = 0; i < 8; i += 2) {
    tmp[i + 0][0] = _mm256_unpacklo_epi64(row[i / 2 + 0][0], row[i / 2 + 4][0]);
    tmp[i + 1][0] = _mm256_unpackhi_epi64(row[i / 2 + 0][0], row[i / 2 + 4][0]);

    tmp[i + 0][1] = _mm256_unpacklo_epi64(row[i / 2 + 0][1], row[i / 2 + 4][1]);
    tmp[i + 1][1] = _mm256_unpackhi_epi64(row[i / 2 + 0][1], row[i / 2 + 4][1]);
  }

  for (i = 8; i < 16; i += 2) {
    tmp[i + 0][0] = _mm256_unpacklo_epi64(row[i / 2 + 4][0], row[i / 2 + 8][0]);
    tmp[i + 1][0] = _mm256_unpackhi_epi64(row[i / 2 + 4][0], row[i / 2 + 8][0]);

    tmp[i + 0][1] = _mm256_unpacklo_epi64(row[i / 2 + 4][1], row[i / 2 + 8][1]);
    tmp[i + 1][1] = _mm256_unpackhi_epi64(row[i / 2 + 4][1], row[i / 2 + 8][1]);
  }

  for (i = 16; i < 24; i += 2) {
    tmp[i + 0][0] = _mm256_unpacklo_epi64(row[i / 2 + 8][0], row[i / 2 + 12][0]);
    tmp[i + 1][0] = _mm256_unpackhi_epi64(row[i / 2 + 8][0], row[i / 2 + 12][0]);

    tmp[i + 0][1] = _mm256_unpacklo_epi64(row[i / 2 + 8][1], row[i / 2 + 12][1]);
    tmp[i + 1][1] = _mm256_unpackhi_epi64(row[i / 2 + 8][1], row[i / 2 + 12][1]);
    }

  for (i = 24; i < 32; i += 2) {
    tmp[i + 0][0] = _mm256_unpacklo_epi64(row[i / 2 + 12][0], row[i / 2 + 16][0]);
    tmp[i + 1][0] = _mm256_unpackhi_epi64(row[i / 2 + 12][0], row[i / 2 + 16][0]);

    tmp[i + 0][1] = _mm256_unpacklo_epi64(row[i / 2 + 12][1], row[i / 2 + 16][1]);
    tmp[i + 1][1] = _mm256_unpackhi_epi64(row[i / 2 + 12][1], row[i / 2 + 16][1]);
    }


  for (i = 0; i < 8; ++i) {
    _mm_storeu_si128((__m128i*)dst + 4 * i, _mm256_extracti128_si256(tmp[i][0], 0));
    _mm_storeu_si128(((__m128i*)dst) + 4 * i + 1, _mm256_extracti128_si256(tmp[i + 8][0], 0));
    _mm_storeu_si128((__m128i*)dst + 4 * i + 2, _mm256_extracti128_si256(tmp[i + 16][0], 0));
    _mm_storeu_si128(((__m128i*)dst) + 4 * i + 3, _mm256_extracti128_si256(tmp[i + 24][0], 0));
  }
  for (i = 8; i < 16; ++i) {
    _mm_storeu_si128((__m128i*)dst + 4 * i, _mm256_extracti128_si256(tmp[i - 8][0], 1));
    _mm_storeu_si128(((__m128i*)dst) + 4 * i + 1, _mm256_extracti128_si256(tmp[i + 8 - 8][0], 1));
    _mm_storeu_si128((__m128i*)dst + 4 * i + 2, _mm256_extracti128_si256(tmp[i + 16 - 8][0], 1));
    _mm_storeu_si128(((__m128i*)dst) + 4 * i + 3, _mm256_extracti128_si256(tmp[i + 24 - 8][0], 1));
  }
  for (i = 16; i < 24; ++i) {
    _mm_storeu_si128((__m128i*)dst + 4 * i, _mm256_extracti128_si256(tmp[i - 16][1], 0));
    _mm_storeu_si128(((__m128i*)dst) + 4 * i + 1, _mm256_extracti128_si256(tmp[i + 8 - 16][1], 0));
    _mm_storeu_si128((__m128i*)dst + 4 * i + 2, _mm256_extracti128_si256(tmp[i + 16 - 16][1], 0));
    _mm_storeu_si128(((__m128i*)dst) + 4 * i + 3, _mm256_extracti128_si256(tmp[(i + 24 - 16)][1], 0));
  }
  for (i = 24; i < 32; ++i) {
    _mm_storeu_si128((__m128i*)dst + 4 * i, _mm256_extracti128_si256(tmp[(i - 24) % 32][1], 1));
    _mm_storeu_si128((__m128i*)dst + 4 * i + 1, _mm256_extracti128_si256(tmp[i + 8 - 24][1], 1));
    _mm_storeu_si128((__m128i*)dst + 4 * i + 2, _mm256_extracti128_si256(tmp[(i + 16 - 24) % 32][1], 1));
    _mm_storeu_si128((__m128i*)dst + 4 * i + 3, _mm256_extracti128_si256(tmp[i + 24 - 24][1], 1));
  }
}


static void mul_clip_matrix_4x4_avx2(const int16_t *first, const int16_t *second, int16_t *dst, int32_t shift)
{
  __m256i b[2], a, result,  even[2], odd[2];

  const int32_t add = 1 << (shift - 1);

  a = _mm256_loadu_si256((__m256i*) first);
  b[0] = _mm256_loadu_si256((__m256i*) second);

  b[0] = _mm256_unpacklo_epi16(b[0], _mm256_srli_si256(b[0], 8));
  b[1] = _mm256_permute2x128_si256(b[0], b[0], 1 + 16);
  b[0] = _mm256_permute2x128_si256(b[0], b[0], 0);

  even[0] = _mm256_shuffle_epi32(a, 0);
  odd[0] = _mm256_shuffle_epi32(a, 1 + 4 + 16 + 64);

  even[0] = _mm256_madd_epi16(even[0], b[0]);
  odd[0] = _mm256_madd_epi16(odd[0], b[1]);

  result = _mm256_add_epi32(even[0], odd[0]);
  result = _mm256_add_epi32(result, _mm256_set1_epi32(add));
  result = _mm256_srai_epi32(result, shift);

  even[1] = _mm256_shuffle_epi32(a, 2 + 8 + 32 + 128);
  odd[1] = _mm256_shuffle_epi32(a, 3 + 12 + 48 + 192);

  even[1] = _mm256_madd_epi16(even[1], b[0]);
  odd[1] = _mm256_madd_epi16(odd[1], b[1]);

  odd[1] = _mm256_add_epi32(even[1], odd[1]);
  odd[1] = _mm256_add_epi32(odd[1], _mm256_set1_epi32(add));
  odd[1] = _mm256_srai_epi32(odd[1], shift);

  result = _mm256_packs_epi32(result, odd[1]);

  _mm256_storeu_si256((__m256i*)dst, result);
}

static void mul_clip_matrix_8x8_avx2(const int16_t *first, const int16_t *second, int16_t *dst, const int32_t shift)
{
  int i, j;
  __m256i b[2], accu[8], even[2], odd[2];

  const int32_t add = 1 << (shift - 1);

  b[0] = _mm256_loadu_si256((__m256i*) second);

  b[1] = _mm256_unpackhi_epi16(b[0], _mm256_castsi128_si256(_mm256_extracti128_si256(b[0], 1)));
  b[0] = _mm256_unpacklo_epi16(b[0], _mm256_castsi128_si256(_mm256_extracti128_si256(b[0], 1)));
  b[0] = _mm256_inserti128_si256(b[0], _mm256_castsi256_si128(b[1]), 1);

  for (i = 0; i < 8; i += 2) {

    even[0] = _mm256_set1_epi32(((int32_t*)first)[4 * i]);
    even[0] = _mm256_madd_epi16(even[0], b[0]);
    accu[i] = even[0];
    
    odd[0] = _mm256_set1_epi32(((int32_t*)first)[4 * (i + 1)]);
    odd[0] = _mm256_madd_epi16(odd[0], b[0]);
    accu[i + 1] = odd[0];
    }

  for (j = 1; j < 4; ++j) {

    b[0] = _mm256_loadu_si256((__m256i*)second + j);

    b[1] = _mm256_unpackhi_epi16(b[0], _mm256_castsi128_si256(_mm256_extracti128_si256(b[0], 1)));
    b[0] = _mm256_unpacklo_epi16(b[0], _mm256_castsi128_si256(_mm256_extracti128_si256(b[0], 1)));
    b[0] = _mm256_inserti128_si256(b[0], _mm256_castsi256_si128(b[1]), 1);

    for (i = 0; i < 8; i += 2) {
    
      even[0] = _mm256_set1_epi32(((int32_t*)first)[4 * i + j]);
      even[0] = _mm256_madd_epi16(even[0], b[0]);
      accu[i] = _mm256_add_epi32(accu[i], even[0]);

      odd[0] = _mm256_set1_epi32(((int32_t*)first)[4 * (i + 1) + j]);
      odd[0] = _mm256_madd_epi16(odd[0], b[0]);
      accu[i + 1] = _mm256_add_epi32(accu[i + 1], odd[0]);
    }
    }

  for (i = 0; i < 8; i += 2) {
     __m256i result, first_half, second_half;
  
    first_half = _mm256_srai_epi32(_mm256_add_epi32(accu[i], _mm256_set1_epi32(add)), shift);
    second_half = _mm256_srai_epi32(_mm256_add_epi32(accu[i + 1], _mm256_set1_epi32(add)), shift);
    result = _mm256_permute4x64_epi64(_mm256_packs_epi32(first_half, second_half), 0 + 8 + 16 + 192);
    _mm256_storeu_si256((__m256i*)dst + i / 2, result);

    }
}

static void mul_clip_matrix_16x16_avx2(const int16_t *first, const int16_t *second, int16_t *dst, const int32_t shift)
{
  int i, j;
  __m256i row[4], accu[16][2], even, odd;

  const int32_t stride = 8;

  const int32_t add = 1 << (shift - 1);

  row[0] = _mm256_loadu_si256((__m256i*) second);
  row[1] = _mm256_loadu_si256((__m256i*) second + 1);
  row[2] = _mm256_unpacklo_epi16(row[0], row[1]);
  row[3] = _mm256_unpackhi_epi16(row[0], row[1]);
  row[0] = _mm256_permute2x128_si256(row[2], row[3], 0 + 32);
  row[1] = _mm256_permute2x128_si256(row[2], row[3], 1 + 48);

  for (i = 0; i < 16; i += 2) {

    even = _mm256_set1_epi32(((int32_t*)first)[stride * i]);
    accu[i][0] = _mm256_madd_epi16(even, row[0]);
    accu[i][1] = _mm256_madd_epi16(even, row[1]);

    odd = _mm256_set1_epi32(((int32_t*)first)[stride * (i + 1)]);
    accu[i+1][0] = _mm256_madd_epi16(odd, row[0]);
    accu[i+1][1] = _mm256_madd_epi16(odd, row[1]);
    }

  for (j = 2; j < 16; j+=2) {

    row[0] = _mm256_loadu_si256((__m256i*)second + j);
    row[1] = _mm256_loadu_si256((__m256i*)second + j + 1);
    row[2] = _mm256_unpacklo_epi16(row[0], row[1]);
    row[3] = _mm256_unpackhi_epi16(row[0], row[1]);
    row[0] = _mm256_permute2x128_si256(row[2], row[3], 0 + 32);
    row[1] = _mm256_permute2x128_si256(row[2], row[3], 1 + 48);

    for (i = 0; i < 16; i += 2) {

      even = _mm256_set1_epi32(((int32_t*)first)[stride * i + j/2]);
      accu[i][0] = _mm256_add_epi32(accu[i][0], _mm256_madd_epi16(even, row[0]));
      accu[i][1] = _mm256_add_epi32(accu[i][1], _mm256_madd_epi16(even, row[1]));

      odd = _mm256_set1_epi32(((int32_t*)first)[stride * (i + 1) + j/2]);
      accu[i + 1][0] = _mm256_add_epi32(accu[i + 1][0], _mm256_madd_epi16(odd, row[0]));
      accu[i + 1][1] = _mm256_add_epi32(accu[i + 1][1], _mm256_madd_epi16(odd, row[1]));

    }
    }

  for (i = 0; i < 16; ++i) {
    __m256i result, first_half, second_half;

    first_half = _mm256_srai_epi32(_mm256_add_epi32(accu[i][0], _mm256_set1_epi32(add)), shift);
    second_half = _mm256_srai_epi32(_mm256_add_epi32(accu[i][1], _mm256_set1_epi32(add)), shift);
    result = _mm256_permute4x64_epi64(_mm256_packs_epi32(first_half, second_half), 0 + 8 + 16 + 192);
    _mm256_storeu_si256((__m256i*)dst + i, result);

    }
}

static void mul_clip_matrix_32x32_avx2(const int16_t *first, const int16_t *second, int16_t *dst, const int32_t shift)
{
  int i, j;
  __m256i row[4], tmp[2], accu[32][4], even, odd;

  const int32_t stride = 16;

  const int32_t add = 1 << (shift - 1);

  row[0] = _mm256_loadu_si256((__m256i*) second);
  row[1] = _mm256_loadu_si256((__m256i*) second + 2);
  tmp[0] = _mm256_unpacklo_epi16(row[0], row[1]);
  tmp[1] = _mm256_unpackhi_epi16(row[0], row[1]);
  row[0] = _mm256_permute2x128_si256(tmp[0], tmp[1], 0 + 32);
  row[1] = _mm256_permute2x128_si256(tmp[0], tmp[1], 1 + 48);

  row[2] = _mm256_loadu_si256((__m256i*) second + 1);
  row[3] = _mm256_loadu_si256((__m256i*) second + 3);
  tmp[0] = _mm256_unpacklo_epi16(row[2], row[3]);
  tmp[1] = _mm256_unpackhi_epi16(row[2], row[3]);
  row[2] = _mm256_permute2x128_si256(tmp[0], tmp[1], 0 + 32);
  row[3] = _mm256_permute2x128_si256(tmp[0], tmp[1], 1 + 48);

  for (i = 0; i < 32; i += 2) {

    even = _mm256_set1_epi32(((int32_t*)first)[stride * i]);
    accu[i][0] = _mm256_madd_epi16(even, row[0]);
    accu[i][1] = _mm256_madd_epi16(even, row[1]);
    accu[i][2] = _mm256_madd_epi16(even, row[2]);
    accu[i][3] = _mm256_madd_epi16(even, row[3]);

    odd = _mm256_set1_epi32(((int32_t*)first)[stride * (i + 1)]);
    accu[i + 1][0] = _mm256_madd_epi16(odd, row[0]);
    accu[i + 1][1] = _mm256_madd_epi16(odd, row[1]);
    accu[i + 1][2] = _mm256_madd_epi16(odd, row[2]);
    accu[i + 1][3] = _mm256_madd_epi16(odd, row[3]);
    }

  for (j = 4; j < 64; j += 4) {

    row[0] = _mm256_loadu_si256((__m256i*)second + j);
    row[1] = _mm256_loadu_si256((__m256i*)second + j + 2);
    tmp[0] = _mm256_unpacklo_epi16(row[0], row[1]);
    tmp[1] = _mm256_unpackhi_epi16(row[0], row[1]);
    row[0] = _mm256_permute2x128_si256(tmp[0], tmp[1], 0 + 32);
    row[1] = _mm256_permute2x128_si256(tmp[0], tmp[1], 1 + 48);

    row[2] = _mm256_loadu_si256((__m256i*) second + j + 1);
    row[3] = _mm256_loadu_si256((__m256i*) second + j + 3);
    tmp[0] = _mm256_unpacklo_epi16(row[2], row[3]);
    tmp[1] = _mm256_unpackhi_epi16(row[2], row[3]);
    row[2] = _mm256_permute2x128_si256(tmp[0], tmp[1], 0 + 32);
    row[3] = _mm256_permute2x128_si256(tmp[0], tmp[1], 1 + 48);

    for (i = 0; i < 32; i += 2) {

      even = _mm256_set1_epi32(((int32_t*)first)[stride * i + j / 4]);
      accu[i][0] = _mm256_add_epi32(accu[i][0], _mm256_madd_epi16(even, row[0]));
      accu[i][1] = _mm256_add_epi32(accu[i][1], _mm256_madd_epi16(even, row[1]));
      accu[i][2] = _mm256_add_epi32(accu[i][2], _mm256_madd_epi16(even, row[2]));
      accu[i][3] = _mm256_add_epi32(accu[i][3], _mm256_madd_epi16(even, row[3]));

      odd = _mm256_set1_epi32(((int32_t*)first)[stride * (i + 1) + j / 4]);
      accu[i + 1][0] = _mm256_add_epi32(accu[i + 1][0], _mm256_madd_epi16(odd, row[0]));
      accu[i + 1][1] = _mm256_add_epi32(accu[i + 1][1], _mm256_madd_epi16(odd, row[1]));
      accu[i + 1][2] = _mm256_add_epi32(accu[i + 1][2], _mm256_madd_epi16(odd, row[2]));
      accu[i + 1][3] = _mm256_add_epi32(accu[i + 1][3], _mm256_madd_epi16(odd, row[3]));

    }
    }

  for (i = 0; i < 32; ++i) {
    __m256i result, first_quarter, second_quarter, third_quarter, fourth_quarter;

    first_quarter = _mm256_srai_epi32(_mm256_add_epi32(accu[i][0], _mm256_set1_epi32(add)), shift);
    second_quarter = _mm256_srai_epi32(_mm256_add_epi32(accu[i][1], _mm256_set1_epi32(add)), shift);
    third_quarter = _mm256_srai_epi32(_mm256_add_epi32(accu[i][2], _mm256_set1_epi32(add)), shift);
    fourth_quarter = _mm256_srai_epi32(_mm256_add_epi32(accu[i][3], _mm256_set1_epi32(add)), shift);
    result = _mm256_permute4x64_epi64(_mm256_packs_epi32(first_quarter, second_quarter), 0 + 8 + 16 + 192);
    _mm256_storeu_si256((__m256i*)dst + 2 * i, result);
    result = _mm256_permute4x64_epi64(_mm256_packs_epi32(third_quarter, fourth_quarter), 0 + 8 + 16 + 192);
    _mm256_storeu_si256((__m256i*)dst + 2 * i + 1, result);

    }
}

#define TRANSFORM(type, n) \
\
static void matrix_ ## type ## _ ## n ## x ## n ## _avx2(int8_t bitdepth, const int16_t *src, int16_t *dst)\
{\
  int32_t shift_1st = g_convert_to_bit[n] + 1 + (bitdepth - 8); \
  int32_t shift_2nd = g_convert_to_bit[n] + 8; \
  int16_t tmp[n * n];\
\
  mul_clip_matrix_ ## n ## x ## n ## _avx2(src, (int16_t*)g_ ## type ## _ ## n ## _t, tmp, shift_1st);\
  mul_clip_matrix_ ## n ## x ## n ## _avx2((int16_t*)g_ ## type ## _ ## n ##, tmp, dst, shift_2nd);\
}\

#define ITRANSFORM(type, n) \
\
static void matrix_i ## type ## _## n ## x ## n ## _avx2(int8_t bitdepth, const int16_t *dst, int16_t *src)\
{\
  int32_t shift_1st = 7; \
  int32_t shift_2nd = 12 - (bitdepth - 8); \
  int16_t tmp[n * n];\
\
  mul_clip_matrix_ ## n ## x ## n ## _avx2((int16_t*)g_ ## type ## _ ## n ## _t, src, tmp, shift_1st);\
  mul_clip_matrix_ ## n ## x ## n ## _avx2(tmp, (int16_t*)g_ ## type ## _ ## n ##, dst, shift_2nd);\
}\

TRANSFORM(dst, 4);
TRANSFORM(dct, 4);
TRANSFORM(dct, 8);
TRANSFORM(dct, 16);
TRANSFORM(dct, 32);

ITRANSFORM(dst, 4);
ITRANSFORM(dct, 4);
ITRANSFORM(dct, 8);
ITRANSFORM(dct, 16);
ITRANSFORM(dct, 32);

#endif //COMPILE_INTEL_AVX2

int strategy_register_dct_avx2(void* opaque)
{
  bool success = true;
#if COMPILE_INTEL_AVX2
  success &= strategyselector_register(opaque, "fast_forward_dst_4x4", "avx2", 40, &matrix_dst_4x4_avx2);

  success &= strategyselector_register(opaque, "dct_4x4", "avx2", 40, &matrix_dct_4x4_avx2);
  success &= strategyselector_register(opaque, "dct_8x8", "avx2", 40, &matrix_dct_8x8_avx2);
  success &= strategyselector_register(opaque, "dct_16x16", "avx2", 40, &matrix_dct_16x16_avx2);
  success &= strategyselector_register(opaque, "dct_32x32", "avx2", 40, &matrix_dct_32x32_avx2);

  success &= strategyselector_register(opaque, "fast_inverse_dst_4x4", "avx2", 40, &matrix_idst_4x4_avx2);

  success &= strategyselector_register(opaque, "idct_4x4", "avx2", 40, &matrix_idct_4x4_avx2);
  success &= strategyselector_register(opaque, "idct_8x8", "avx2", 40, &matrix_idct_8x8_avx2);
  success &= strategyselector_register(opaque, "idct_16x16", "avx2", 40, &matrix_idct_16x16_avx2);
  success &= strategyselector_register(opaque, "idct_32x32", "avx2", 40, &matrix_idct_32x32_avx2);
#endif //COMPILE_INTEL_AVX2  
  return success;
}