/*
 * Copyright (c) 2016, 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 https://www.aomedia.org/license/software-license. 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 https://www.aomedia.org/license/patent-license.
 */

#include <stdio.h>
#include <stdlib.h>
#include <assert.h>
#include "aom_dsp_rtcd.h"
#include "EbWarpedMotion.h"
//#include "EbPictureControlSet.h"
#include "EbBitstreamUnit.h"
#include "EbDefinitions.h"
#include "convolve.h"

#define LS_MV_MAX 256 // max mv in 1/8-pel
// Use LS_STEP = 8 so that 2 less bits needed for A, bx, by.
#define LS_STEP 8

// Assuming LS_MV_MAX is < MAX_SB_SIZE * 8,
// the precision needed is:
//   (MAX_SB_SIZE_LOG2 + 3) [for sx * sx magnitude] +
//   (MAX_SB_SIZE_LOG2 + 4) [for sx * dx magnitude] +
//   1 [for sign] +
//   LEAST_SQUARES_SAMPLES_MAX_BITS
//        [for adding up to LEAST_SQUARES_SAMPLES_MAX samples]
// The value is 23
#define LS_MAT_RANGE_BITS ((MAX_SB_SIZE_LOG2 + 4) * 2 + LEAST_SQUARES_SAMPLES_MAX_BITS)

// Bit-depth reduction from the full-range
#define LS_MAT_DOWN_BITS 2

// bits range of A, bx and by after downshifting
#define LS_MAT_BITS (LS_MAT_RANGE_BITS - LS_MAT_DOWN_BITS)
#define LS_MAT_MIN (-(1 << (LS_MAT_BITS - 1)))
#define LS_MAT_MAX ((1 << (LS_MAT_BITS - 1)) - 1)

// by setting LS_STEP = 8, the least 2 bits of every elements in A, bx, by are
// 0. So, we can reduce LS_MAT_RANGE_BITS(2) bits here.
#define LS_SQUARE(a) (((a) * (a)*4 + (a)*4 * LS_STEP + LS_STEP * LS_STEP * 2) >> (2 + LS_MAT_DOWN_BITS))
#define LS_PRODUCT1(a, b) (((a) * (b)*4 + ((a) + (b)) * 2 * LS_STEP + LS_STEP * LS_STEP) >> (2 + LS_MAT_DOWN_BITS))
#define LS_PRODUCT2(a, b) (((a) * (b)*4 + ((a) + (b)) * 2 * LS_STEP + LS_STEP * LS_STEP * 2) >> (2 + LS_MAT_DOWN_BITS))

// For warping, we really use a 6-tap filter, but we do blocks of 8 pixels
// at a time. The zoom/rotation/shear in the model are applied to the
// "fractional" position of each pixel, which therefore varies within
// [-1, 2) * WARPEDPIXEL_PREC_SHIFTS.
// We need an extra 2 taps to fit this in, for a total of 8 taps.
/* clang-format off */
EB_ALIGN(16) const int16_t svt_aom_warped_filter[WARPEDPIXEL_PREC_SHIFTS * 3 + 1][8] = {
#if WARPEDPIXEL_PREC_BITS == 6
        // [-1, 0)
        { 0,   0, 127,   1,   0, 0, 0, 0 }, { 0, - 1, 127,   2,   0, 0, 0, 0 },
        { 1, - 3, 127,   4, - 1, 0, 0, 0 }, { 1, - 4, 126,   6, - 2, 1, 0, 0 },
        { 1, - 5, 126,   8, - 3, 1, 0, 0 }, { 1, - 6, 125,  11, - 4, 1, 0, 0 },
        { 1, - 7, 124,  13, - 4, 1, 0, 0 }, { 2, - 8, 123,  15, - 5, 1, 0, 0 },
        { 2, - 9, 122,  18, - 6, 1, 0, 0 }, { 2, -10, 121,  20, - 6, 1, 0, 0 },
        { 2, -11, 120,  22, - 7, 2, 0, 0 }, { 2, -12, 119,  25, - 8, 2, 0, 0 },
        { 3, -13, 117,  27, - 8, 2, 0, 0 }, { 3, -13, 116,  29, - 9, 2, 0, 0 },
        { 3, -14, 114,  32, -10, 3, 0, 0 }, { 3, -15, 113,  35, -10, 2, 0, 0 },
        { 3, -15, 111,  37, -11, 3, 0, 0 }, { 3, -16, 109,  40, -11, 3, 0, 0 },
        { 3, -16, 108,  42, -12, 3, 0, 0 }, { 4, -17, 106,  45, -13, 3, 0, 0 },
        { 4, -17, 104,  47, -13, 3, 0, 0 }, { 4, -17, 102,  50, -14, 3, 0, 0 },
        { 4, -17, 100,  52, -14, 3, 0, 0 }, { 4, -18,  98,  55, -15, 4, 0, 0 },
        { 4, -18,  96,  58, -15, 3, 0, 0 }, { 4, -18,  94,  60, -16, 4, 0, 0 },
        { 4, -18,  91,  63, -16, 4, 0, 0 }, { 4, -18,  89,  65, -16, 4, 0, 0 },
        { 4, -18,  87,  68, -17, 4, 0, 0 }, { 4, -18,  85,  70, -17, 4, 0, 0 },
        { 4, -18,  82,  73, -17, 4, 0, 0 }, { 4, -18,  80,  75, -17, 4, 0, 0 },
        { 4, -18,  78,  78, -18, 4, 0, 0 }, { 4, -17,  75,  80, -18, 4, 0, 0 },
        { 4, -17,  73,  82, -18, 4, 0, 0 }, { 4, -17,  70,  85, -18, 4, 0, 0 },
        { 4, -17,  68,  87, -18, 4, 0, 0 }, { 4, -16,  65,  89, -18, 4, 0, 0 },
        { 4, -16,  63,  91, -18, 4, 0, 0 }, { 4, -16,  60,  94, -18, 4, 0, 0 },
        { 3, -15,  58,  96, -18, 4, 0, 0 }, { 4, -15,  55,  98, -18, 4, 0, 0 },
        { 3, -14,  52, 100, -17, 4, 0, 0 }, { 3, -14,  50, 102, -17, 4, 0, 0 },
        { 3, -13,  47, 104, -17, 4, 0, 0 }, { 3, -13,  45, 106, -17, 4, 0, 0 },
        { 3, -12,  42, 108, -16, 3, 0, 0 }, { 3, -11,  40, 109, -16, 3, 0, 0 },
        { 3, -11,  37, 111, -15, 3, 0, 0 }, { 2, -10,  35, 113, -15, 3, 0, 0 },
        { 3, -10,  32, 114, -14, 3, 0, 0 }, { 2, - 9,  29, 116, -13, 3, 0, 0 },
        { 2, - 8,  27, 117, -13, 3, 0, 0 }, { 2, - 8,  25, 119, -12, 2, 0, 0 },
        { 2, - 7,  22, 120, -11, 2, 0, 0 }, { 1, - 6,  20, 121, -10, 2, 0, 0 },
        { 1, - 6,  18, 122, - 9, 2, 0, 0 }, { 1, - 5,  15, 123, - 8, 2, 0, 0 },
        { 1, - 4,  13, 124, - 7, 1, 0, 0 }, { 1, - 4,  11, 125, - 6, 1, 0, 0 },
        { 1, - 3,   8, 126, - 5, 1, 0, 0 }, { 1, - 2,   6, 126, - 4, 1, 0, 0 },
        { 0, - 1,   4, 127, - 3, 1, 0, 0 }, { 0,   0,   2, 127, - 1, 0, 0, 0 },
        // [0, 1)
        { 0,  0,   0, 127,   1,   0,  0,  0}, { 0,  0,  -1, 127,   2,   0,  0,  0},
        { 0,  1,  -3, 127,   4,  -2,  1,  0}, { 0,  1,  -5, 127,   6,  -2,  1,  0},
        { 0,  2,  -6, 126,   8,  -3,  1,  0}, {-1,  2,  -7, 126,  11,  -4,  2, -1},
        {-1,  3,  -8, 125,  13,  -5,  2, -1}, {-1,  3, -10, 124,  16,  -6,  3, -1},
        {-1,  4, -11, 123,  18,  -7,  3, -1}, {-1,  4, -12, 122,  20,  -7,  3, -1},
        {-1,  4, -13, 121,  23,  -8,  3, -1}, {-2,  5, -14, 120,  25,  -9,  4, -1},
        {-1,  5, -15, 119,  27, -10,  4, -1}, {-1,  5, -16, 118,  30, -11,  4, -1},
        {-2,  6, -17, 116,  33, -12,  5, -1}, {-2,  6, -17, 114,  35, -12,  5, -1},
        {-2,  6, -18, 113,  38, -13,  5, -1}, {-2,  7, -19, 111,  41, -14,  6, -2},
        {-2,  7, -19, 110,  43, -15,  6, -2}, {-2,  7, -20, 108,  46, -15,  6, -2},
        {-2,  7, -20, 106,  49, -16,  6, -2}, {-2,  7, -21, 104,  51, -16,  7, -2},
        {-2,  7, -21, 102,  54, -17,  7, -2}, {-2,  8, -21, 100,  56, -18,  7, -2},
        {-2,  8, -22,  98,  59, -18,  7, -2}, {-2,  8, -22,  96,  62, -19,  7, -2},
        {-2,  8, -22,  94,  64, -19,  7, -2}, {-2,  8, -22,  91,  67, -20,  8, -2},
        {-2,  8, -22,  89,  69, -20,  8, -2}, {-2,  8, -22,  87,  72, -21,  8, -2},
        {-2,  8, -21,  84,  74, -21,  8, -2}, {-2,  8, -22,  82,  77, -21,  8, -2},
        {-2,  8, -21,  79,  79, -21,  8, -2}, {-2,  8, -21,  77,  82, -22,  8, -2},
        {-2,  8, -21,  74,  84, -21,  8, -2}, {-2,  8, -21,  72,  87, -22,  8, -2},
        {-2,  8, -20,  69,  89, -22,  8, -2}, {-2,  8, -20,  67,  91, -22,  8, -2},
        {-2,  7, -19,  64,  94, -22,  8, -2}, {-2,  7, -19,  62,  96, -22,  8, -2},
        {-2,  7, -18,  59,  98, -22,  8, -2}, {-2,  7, -18,  56, 100, -21,  8, -2},
        {-2,  7, -17,  54, 102, -21,  7, -2}, {-2,  7, -16,  51, 104, -21,  7, -2},
        {-2,  6, -16,  49, 106, -20,  7, -2}, {-2,  6, -15,  46, 108, -20,  7, -2},
        {-2,  6, -15,  43, 110, -19,  7, -2}, {-2,  6, -14,  41, 111, -19,  7, -2},
        {-1,  5, -13,  38, 113, -18,  6, -2}, {-1,  5, -12,  35, 114, -17,  6, -2},
        {-1,  5, -12,  33, 116, -17,  6, -2}, {-1,  4, -11,  30, 118, -16,  5, -1},
        {-1,  4, -10,  27, 119, -15,  5, -1}, {-1,  4,  -9,  25, 120, -14,  5, -2},
        {-1,  3,  -8,  23, 121, -13,  4, -1}, {-1,  3,  -7,  20, 122, -12,  4, -1},
        {-1,  3,  -7,  18, 123, -11,  4, -1}, {-1,  3,  -6,  16, 124, -10,  3, -1},
        {-1,  2,  -5,  13, 125,  -8,  3, -1}, {-1,  2,  -4,  11, 126,  -7,  2, -1},
        { 0,  1,  -3,   8, 126,  -6,  2,  0}, { 0,  1,  -2,   6, 127,  -5,  1,  0},
        { 0,  1,  -2,   4, 127,  -3,  1,  0}, { 0,  0,   0,   2, 127,  -1,  0,  0},
        // [1, 2)
        { 0, 0, 0,   1, 127,   0,   0, 0 }, { 0, 0, 0, - 1, 127,   2,   0, 0 },
        { 0, 0, 1, - 3, 127,   4, - 1, 0 }, { 0, 0, 1, - 4, 126,   6, - 2, 1 },
        { 0, 0, 1, - 5, 126,   8, - 3, 1 }, { 0, 0, 1, - 6, 125,  11, - 4, 1 },
        { 0, 0, 1, - 7, 124,  13, - 4, 1 }, { 0, 0, 2, - 8, 123,  15, - 5, 1 },
        { 0, 0, 2, - 9, 122,  18, - 6, 1 }, { 0, 0, 2, -10, 121,  20, - 6, 1 },
        { 0, 0, 2, -11, 120,  22, - 7, 2 }, { 0, 0, 2, -12, 119,  25, - 8, 2 },
        { 0, 0, 3, -13, 117,  27, - 8, 2 }, { 0, 0, 3, -13, 116,  29, - 9, 2 },
        { 0, 0, 3, -14, 114,  32, -10, 3 }, { 0, 0, 3, -15, 113,  35, -10, 2 },
        { 0, 0, 3, -15, 111,  37, -11, 3 }, { 0, 0, 3, -16, 109,  40, -11, 3 },
        { 0, 0, 3, -16, 108,  42, -12, 3 }, { 0, 0, 4, -17, 106,  45, -13, 3 },
        { 0, 0, 4, -17, 104,  47, -13, 3 }, { 0, 0, 4, -17, 102,  50, -14, 3 },
        { 0, 0, 4, -17, 100,  52, -14, 3 }, { 0, 0, 4, -18,  98,  55, -15, 4 },
        { 0, 0, 4, -18,  96,  58, -15, 3 }, { 0, 0, 4, -18,  94,  60, -16, 4 },
        { 0, 0, 4, -18,  91,  63, -16, 4 }, { 0, 0, 4, -18,  89,  65, -16, 4 },
        { 0, 0, 4, -18,  87,  68, -17, 4 }, { 0, 0, 4, -18,  85,  70, -17, 4 },
        { 0, 0, 4, -18,  82,  73, -17, 4 }, { 0, 0, 4, -18,  80,  75, -17, 4 },
        { 0, 0, 4, -18,  78,  78, -18, 4 }, { 0, 0, 4, -17,  75,  80, -18, 4 },
        { 0, 0, 4, -17,  73,  82, -18, 4 }, { 0, 0, 4, -17,  70,  85, -18, 4 },
        { 0, 0, 4, -17,  68,  87, -18, 4 }, { 0, 0, 4, -16,  65,  89, -18, 4 },
        { 0, 0, 4, -16,  63,  91, -18, 4 }, { 0, 0, 4, -16,  60,  94, -18, 4 },
        { 0, 0, 3, -15,  58,  96, -18, 4 }, { 0, 0, 4, -15,  55,  98, -18, 4 },
        { 0, 0, 3, -14,  52, 100, -17, 4 }, { 0, 0, 3, -14,  50, 102, -17, 4 },
        { 0, 0, 3, -13,  47, 104, -17, 4 }, { 0, 0, 3, -13,  45, 106, -17, 4 },
        { 0, 0, 3, -12,  42, 108, -16, 3 }, { 0, 0, 3, -11,  40, 109, -16, 3 },
        { 0, 0, 3, -11,  37, 111, -15, 3 }, { 0, 0, 2, -10,  35, 113, -15, 3 },
        { 0, 0, 3, -10,  32, 114, -14, 3 }, { 0, 0, 2, - 9,  29, 116, -13, 3 },
        { 0, 0, 2, - 8,  27, 117, -13, 3 }, { 0, 0, 2, - 8,  25, 119, -12, 2 },
        { 0, 0, 2, - 7,  22, 120, -11, 2 }, { 0, 0, 1, - 6,  20, 121, -10, 2 },
        { 0, 0, 1, - 6,  18, 122, - 9, 2 }, { 0, 0, 1, - 5,  15, 123, - 8, 2 },
        { 0, 0, 1, - 4,  13, 124, - 7, 1 }, { 0, 0, 1, - 4,  11, 125, - 6, 1 },
        { 0, 0, 1, - 3,   8, 126, - 5, 1 }, { 0, 0, 1, - 2,   6, 126, - 4, 1 },
        { 0, 0, 0, - 1,   4, 127, - 3, 1 }, { 0, 0, 0,   0,   2, 127, - 1, 0 },
        // dummy (replicate row index 191)
        { 0, 0, 0,   0,   2, 127, - 1, 0 },
#elif WARPEDPIXEL_PREC_BITS == 5
// [-1, 0)
  {0,   0, 127,   1,   0, 0, 0, 0}, {1,  -3, 127,   4,  -1, 0, 0, 0},
  {1,  -5, 126,   8,  -3, 1, 0, 0}, {1,  -7, 124,  13,  -4, 1, 0, 0},
  {2,  -9, 122,  18,  -6, 1, 0, 0}, {2, -11, 120,  22,  -7, 2, 0, 0},
  {3, -13, 117,  27,  -8, 2, 0, 0}, {3, -14, 114,  32, -10, 3, 0, 0},
  {3, -15, 111,  37, -11, 3, 0, 0}, {3, -16, 108,  42, -12, 3, 0, 0},
  {4, -17, 104,  47, -13, 3, 0, 0}, {4, -17, 100,  52, -14, 3, 0, 0},
  {4, -18,  96,  58, -15, 3, 0, 0}, {4, -18,  91,  63, -16, 4, 0, 0},
  {4, -18,  87,  68, -17, 4, 0, 0}, {4, -18,  82,  73, -17, 4, 0, 0},
  {4, -18,  78,  78, -18, 4, 0, 0}, {4, -17,  73,  82, -18, 4, 0, 0},
  {4, -17,  68,  87, -18, 4, 0, 0}, {4, -16,  63,  91, -18, 4, 0, 0},
  {3, -15,  58,  96, -18, 4, 0, 0}, {3, -14,  52, 100, -17, 4, 0, 0},
  {3, -13,  47, 104, -17, 4, 0, 0}, {3, -12,  42, 108, -16, 3, 0, 0},
  {3, -11,  37, 111, -15, 3, 0, 0}, {3, -10,  32, 114, -14, 3, 0, 0},
  {2,  -8,  27, 117, -13, 3, 0, 0}, {2,  -7,  22, 120, -11, 2, 0, 0},
  {1,  -6,  18, 122,  -9, 2, 0, 0}, {1,  -4,  13, 124,  -7, 1, 0, 0},
  {1,  -3,   8, 126,  -5, 1, 0, 0}, {0,  -1,   4, 127,  -3, 1, 0, 0},
  // [0, 1)
  { 0,  0,   0, 127,   1,   0,   0,  0}, { 0,  1,  -3, 127,   4,  -2,   1,  0},
  { 0,  2,  -6, 126,   8,  -3,   1,  0}, {-1,  3,  -8, 125,  13,  -5,   2, -1},
  {-1,  4, -11, 123,  18,  -7,   3, -1}, {-1,  4, -13, 121,  23,  -8,   3, -1},
  {-1,  5, -15, 119,  27, -10,   4, -1}, {-2,  6, -17, 116,  33, -12,   5, -1},
  {-2,  6, -18, 113,  38, -13,   5, -1}, {-2,  7, -19, 110,  43, -15,   6, -2},
  {-2,  7, -20, 106,  49, -16,   6, -2}, {-2,  7, -21, 102,  54, -17,   7, -2},
  {-2,  8, -22,  98,  59, -18,   7, -2}, {-2,  8, -22,  94,  64, -19,   7, -2},
  {-2,  8, -22,  89,  69, -20,   8, -2}, {-2,  8, -21,  84,  74, -21,   8, -2},
  {-2,  8, -21,  79,  79, -21,   8, -2}, {-2,  8, -21,  74,  84, -21,   8, -2},
  {-2,  8, -20,  69,  89, -22,   8, -2}, {-2,  7, -19,  64,  94, -22,   8, -2},
  {-2,  7, -18,  59,  98, -22,   8, -2}, {-2,  7, -17,  54, 102, -21,   7, -2},
  {-2,  6, -16,  49, 106, -20,   7, -2}, {-2,  6, -15,  43, 110, -19,   7, -2},
  {-1,  5, -13,  38, 113, -18,   6, -2}, {-1,  5, -12,  33, 116, -17,   6, -2},
  {-1,  4, -10,  27, 119, -15,   5, -1}, {-1,  3,  -8,  23, 121, -13,   4, -1},
  {-1,  3,  -7,  18, 123, -11,   4, -1}, {-1,  2,  -5,  13, 125,  -8,   3, -1},
  { 0,  1,  -3,   8, 126,  -6,   2,  0}, { 0,  1,  -2,   4, 127,  -3,   1,  0},
  // [1, 2)
  {0, 0, 0,   1, 127,   0,   0, 0}, {0, 0, 1,  -3, 127,   4,  -1, 0},
  {0, 0, 1,  -5, 126,   8,  -3, 1}, {0, 0, 1,  -7, 124,  13,  -4, 1},
  {0, 0, 2,  -9, 122,  18,  -6, 1}, {0, 0, 2, -11, 120,  22,  -7, 2},
  {0, 0, 3, -13, 117,  27,  -8, 2}, {0, 0, 3, -14, 114,  32, -10, 3},
  {0, 0, 3, -15, 111,  37, -11, 3}, {0, 0, 3, -16, 108,  42, -12, 3},
  {0, 0, 4, -17, 104,  47, -13, 3}, {0, 0, 4, -17, 100,  52, -14, 3},
  {0, 0, 4, -18,  96,  58, -15, 3}, {0, 0, 4, -18,  91,  63, -16, 4},
  {0, 0, 4, -18,  87,  68, -17, 4}, {0, 0, 4, -18,  82,  73, -17, 4},
  {0, 0, 4, -18,  78,  78, -18, 4}, {0, 0, 4, -17,  73,  82, -18, 4},
  {0, 0, 4, -17,  68,  87, -18, 4}, {0, 0, 4, -16,  63,  91, -18, 4},
  {0, 0, 3, -15,  58,  96, -18, 4}, {0, 0, 3, -14,  52, 100, -17, 4},
  {0, 0, 3, -13,  47, 104, -17, 4}, {0, 0, 3, -12,  42, 108, -16, 3},
  {0, 0, 3, -11,  37, 111, -15, 3}, {0, 0, 3, -10,  32, 114, -14, 3},
  {0, 0, 2,  -8,  27, 117, -13, 3}, {0, 0, 2,  -7,  22, 120, -11, 2},
  {0, 0, 1,  -6,  18, 122,  -9, 2}, {0, 0, 1,  -4,  13, 124,  -7, 1},
  {0, 0, 1,  -3,   8, 126,  -5, 1}, {0, 0, 0,  -1,   4, 127,  -3, 1},
  // dummy (replicate row index 95)
  {0, 0, 0,  -1,   4, 127,  -3, 1},
#endif  // WARPEDPIXEL_PREC_BITS == 6
};



#define USE_LIMITED_PREC_MULT 0

#if USE_LIMITED_PREC_MULT

#define MUL_PREC_BITS 16
static uint16_t resolve_multiplier_64(uint64_t D, int16_t *shift) {
    int      msb  = 0;
    uint16_t mult = 0;
    *shift        = 0;
    if (D != 0) {
        msb =
            (int16_t)((D >> 32) ? get_msb((unsigned int)(D >> 32)) + 32 : get_msb((unsigned int)D));
        if (msb >= MUL_PREC_BITS) {
            mult   = (uint16_t)ROUND_POWER_OF_TWO_64(D, msb + 1 - MUL_PREC_BITS);
            *shift = msb + 1 - MUL_PREC_BITS;
        } else {
            mult   = (uint16_t)D;
            *shift = 0;
        }
    }
    return mult;
}

static int32_t get_mult_shift_ndiag(int64_t p_x, int16_t i_det, int shift) {
    int32_t  ret;
    int16_t  mshift;
    uint16_t Mul = resolve_multiplier_64(llabs(p_x), &mshift);
    int32_t  v   = (int32_t)Mul * (int32_t)i_det * (p_x < 0 ? -1 : 1);
    shift -= mshift;
    if (shift > 0) {
        return (int32_t)clamp(ROUND_POWER_OF_TWO_SIGNED(v, shift),
                              -WARPEDMODEL_NONDIAGAFFINE_CLAMP + 1,
                              WARPEDMODEL_NONDIAGAFFINE_CLAMP - 1);
    } else {
        return (int32_t)clamp(v * (1 << (-shift)),
                              -WARPEDMODEL_NONDIAGAFFINE_CLAMP + 1,
                              WARPEDMODEL_NONDIAGAFFINE_CLAMP - 1);
    }
    return ret;
}

static int32_t get_mult_shift_diag(int64_t p_x, int16_t i_det, int shift) {
    int16_t  mshift;
    uint16_t Mul = resolve_multiplier_64(llabs(p_x), &mshift);
    int32_t  v   = (int32_t)Mul * (int32_t)i_det * (p_x < 0 ? -1 : 1);
    shift -= mshift;
    if (shift > 0) {
        return (int32_t)clamp(ROUND_POWER_OF_TWO_SIGNED(v, shift),
                              (1 << WARPEDMODEL_PREC_BITS) - WARPEDMODEL_NONDIAGAFFINE_CLAMP + 1,
                              (1 << WARPEDMODEL_PREC_BITS) + WARPEDMODEL_NONDIAGAFFINE_CLAMP - 1);
    } else {
        return (int32_t)clamp(v * (1 << (-shift)),
                              (1 << WARPEDMODEL_PREC_BITS) - WARPEDMODEL_NONDIAGAFFINE_CLAMP + 1,
                              (1 << WARPEDMODEL_PREC_BITS) + WARPEDMODEL_NONDIAGAFFINE_CLAMP - 1);
    }
}

#else

static int32_t get_mult_shift_ndiag(int64_t p_x, int16_t i_det, int shift) {
    int64_t v = p_x * (int64_t)i_det;
    return (int32_t)clamp64(ROUND_POWER_OF_TWO_SIGNED_64(v, shift),
                            -WARPEDMODEL_NONDIAGAFFINE_CLAMP + 1,
                            WARPEDMODEL_NONDIAGAFFINE_CLAMP - 1);
}

static int32_t get_mult_shift_diag(int64_t p_x, int16_t i_det, int shift) {
    int64_t v = p_x * (int64_t)i_det;
    return (int32_t)clamp64(ROUND_POWER_OF_TWO_SIGNED_64(v, shift),
                            (1 << WARPEDMODEL_PREC_BITS) - WARPEDMODEL_NONDIAGAFFINE_CLAMP + 1,
                            (1 << WARPEDMODEL_PREC_BITS) + WARPEDMODEL_NONDIAGAFFINE_CLAMP - 1);
}
#endif // USE_LIMITED_PREC_MULT

/* clang-format on */

#define DIV_LUT_PREC_BITS 14
#define DIV_LUT_BITS 8
#define DIV_LUT_NUM (1 << DIV_LUT_BITS)

static const uint16_t div_lut[DIV_LUT_NUM + 1] = {
    16384, 16320, 16257, 16194, 16132, 16070, 16009, 15948, 15888, 15828, 15768, 15709, 15650, 15592, 15534, 15477,
    15420, 15364, 15308, 15252, 15197, 15142, 15087, 15033, 14980, 14926, 14873, 14821, 14769, 14717, 14665, 14614,
    14564, 14513, 14463, 14413, 14364, 14315, 14266, 14218, 14170, 14122, 14075, 14028, 13981, 13935, 13888, 13843,
    13797, 13752, 13707, 13662, 13618, 13574, 13530, 13487, 13443, 13400, 13358, 13315, 13273, 13231, 13190, 13148,
    13107, 13066, 13026, 12985, 12945, 12906, 12866, 12827, 12788, 12749, 12710, 12672, 12633, 12596, 12558, 12520,
    12483, 12446, 12409, 12373, 12336, 12300, 12264, 12228, 12193, 12157, 12122, 12087, 12053, 12018, 11984, 11950,
    11916, 11882, 11848, 11815, 11782, 11749, 11716, 11683, 11651, 11619, 11586, 11555, 11523, 11491, 11460, 11429,
    11398, 11367, 11336, 11305, 11275, 11245, 11215, 11185, 11155, 11125, 11096, 11067, 11038, 11009, 10980, 10951,
    10923, 10894, 10866, 10838, 10810, 10782, 10755, 10727, 10700, 10673, 10645, 10618, 10592, 10565, 10538, 10512,
    10486, 10460, 10434, 10408, 10382, 10356, 10331, 10305, 10280, 10255, 10230, 10205, 10180, 10156, 10131, 10107,
    10082, 10058, 10034, 10010, 9986,  9963,  9939,  9916,  9892,  9869,  9846,  9823,  9800,  9777,  9754,  9732,
    9709,  9687,  9664,  9642,  9620,  9598,  9576,  9554,  9533,  9511,  9489,  9468,  9447,  9425,  9404,  9383,
    9362,  9341,  9321,  9300,  9279,  9259,  9239,  9218,  9198,  9178,  9158,  9138,  9118,  9098,  9079,  9059,
    9039,  9020,  9001,  8981,  8962,  8943,  8924,  8905,  8886,  8867,  8849,  8830,  8812,  8793,  8775,  8756,
    8738,  8720,  8702,  8684,  8666,  8648,  8630,  8613,  8595,  8577,  8560,  8542,  8525,  8508,  8490,  8473,
    8456,  8439,  8422,  8405,  8389,  8372,  8355,  8339,  8322,  8306,  8289,  8273,  8257,  8240,  8224,  8208,
    8192,
};

// Decomposes a divisor D such that 1/D = y/2^shift, where y is returned
// at precision of DIV_LUT_PREC_BITS along with the shift.
static int16_t resolve_divisor_64(uint64_t D, int16_t *shift) {
    int64_t f;
    *shift = (int16_t)((D >> 32) ? get_msb((unsigned int)(D >> 32)) + 32 : get_msb((unsigned int)D));
    // e is obtained from D after resetting the most significant 1 bit.
    const int64_t e = D - ((uint64_t)1 << *shift);
    // Get the most significant DIV_LUT_BITS (8) bits of e into f
    if (*shift > DIV_LUT_BITS)
        f = ROUND_POWER_OF_TWO_64(e, *shift - DIV_LUT_BITS);
    else
        f = e << (DIV_LUT_BITS - *shift);
    assert(f <= DIV_LUT_NUM);
    *shift += DIV_LUT_PREC_BITS;
    // Use f as lookup into the precomputed table of multipliers
    return div_lut[f];
}

static int16_t resolve_divisor_32(uint32_t D, int16_t *shift) {
    int32_t f;
    *shift = get_msb(D);
    // e is obtained from D after resetting the most significant 1 bit.
    const int32_t e = D - ((uint32_t)1 << *shift);
    // Get the most significant DIV_LUT_BITS (8) bits of e into f
    if (*shift > DIV_LUT_BITS)
        f = ROUND_POWER_OF_TWO(e, *shift - DIV_LUT_BITS);
    else
        f = e << (DIV_LUT_BITS - *shift);
    assert(f <= DIV_LUT_NUM);
    *shift += DIV_LUT_PREC_BITS;
    // Use f as lookup into the precomputed table of multipliers
    return div_lut[f];
}

static int is_affine_valid(const EbWarpedMotionParams *const wm) {
    const int32_t *mat = wm->wmmat;
    return (mat[2] > 0);
}

static int is_affine_shear_allowed(int16_t alpha, int16_t beta, int16_t gamma, int16_t delta) {
    if ((4 * abs(alpha) + 7 * abs(beta) >= (1 << WARPEDMODEL_PREC_BITS)) ||
        (4 * abs(gamma) + 4 * abs(delta) >= (1 << WARPEDMODEL_PREC_BITS)))
        return 0;
    else
        return 1;
}

static int find_affine_int(int np, const int *pts1, const int *pts2, BlockSize bsize, int mvy, int mvx,
                           EbWarpedMotionParams *wm, int mi_row, int mi_col) {
    int32_t A[2][2] = {{0, 0}, {0, 0}};
    int32_t bx[2]   = {0, 0};
    int32_t by[2]   = {0, 0};
    int     i;

    const int bw   = block_size_wide[bsize];
    const int bh   = block_size_high[bsize];
    const int rsuy = (AOMMAX(bh, MI_SIZE) / 2 - 1);
    const int rsux = (AOMMAX(bw, MI_SIZE) / 2 - 1);
    const int suy  = rsuy * 8;
    const int sux  = rsux * 8;
    const int duy  = suy + mvy;
    const int dux  = sux + mvx;
    const int isuy = (mi_row * MI_SIZE + rsuy);
    const int isux = (mi_col * MI_SIZE + rsux);

    // Assume the center pixel of the block has exactly the same motion vector
    // as transmitted for the block. First shift the origin of the source
    // points to the block center, and the origin of the destination points to
    // the block center added to the motion vector transmitted.
    // Let (xi, yi) denote the source points and (xi', yi') denote destination
    // points after origin shfifting, for i = 0, 1, 2, .... n-1.
    // Then if  P = [x0, y0,
    //               x1, y1
    //               x2, y1,
    //                ....
    //              ]
    //          q = [x0', x1', x2', ... ]'
    //          r = [y0', y1', y2', ... ]'
    // the least squares problems that need to be solved are:
    //          [h1, h2]' = inv(P'P)P'q and
    //          [h3, h4]' = inv(P'P)P'r
    // where the affine transformation is given by:
    //          x' = h1.x + h2.y
    //          y' = h3.x + h4.y
    //
    // The loop below computes: A = P'P, bx = P'q, by = P'r
    // We need to just compute inv(A).bx and inv(A).by for the solutions.
    // Contribution from neighbor block
    for (i = 0; i < np; i++) {
        const int dx = pts2[i * 2] - dux;
        const int dy = pts2[i * 2 + 1] - duy;
        const int sx = pts1[i * 2] - sux;
        const int sy = pts1[i * 2 + 1] - suy;
        if (abs(sx - dx) < LS_MV_MAX && abs(sy - dy) < LS_MV_MAX) {
            A[0][0] += LS_SQUARE(sx);
            A[0][1] += LS_PRODUCT1(sx, sy);
            A[1][1] += LS_SQUARE(sy);
            bx[0] += LS_PRODUCT2(sx, dx);
            bx[1] += LS_PRODUCT1(sy, dx);
            by[0] += LS_PRODUCT1(sx, dy);
            by[1] += LS_PRODUCT2(sy, dy);
        }
    }

    // Just for debugging, and can be removed later.
    assert(A[0][0] >= LS_MAT_MIN && A[0][0] <= LS_MAT_MAX);
    assert(A[0][1] >= LS_MAT_MIN && A[0][1] <= LS_MAT_MAX);
    assert(A[1][1] >= LS_MAT_MIN && A[1][1] <= LS_MAT_MAX);
    assert(bx[0] >= LS_MAT_MIN && bx[0] <= LS_MAT_MAX);
    assert(bx[1] >= LS_MAT_MIN && bx[1] <= LS_MAT_MAX);
    assert(by[0] >= LS_MAT_MIN && by[0] <= LS_MAT_MAX);
    assert(by[1] >= LS_MAT_MIN && by[1] <= LS_MAT_MAX);

    int64_t det;
    int16_t i_det, shift;

    // Compute Determinant of A
    det = (int64_t)A[0][0] * A[1][1] - (int64_t)A[0][1] * A[0][1];
    if (det == 0)
        return 1;
    i_det = resolve_divisor_64(llabs(det), &shift) * (det < 0 ? -1 : 1);
    shift -= WARPEDMODEL_PREC_BITS;
    if (shift < 0) {
        i_det <<= (-shift);
        shift = 0;
    }

    int64_t p_x[2], p_y[2];

    // These divided by the det, are the least squares solutions
    p_x[0] = (int64_t)A[1][1] * bx[0] - (int64_t)A[0][1] * bx[1];
    p_x[1] = -(int64_t)A[0][1] * bx[0] + (int64_t)A[0][0] * bx[1];
    p_y[0] = (int64_t)A[1][1] * by[0] - (int64_t)A[0][1] * by[1];
    p_y[1] = -(int64_t)A[0][1] * by[0] + (int64_t)A[0][0] * by[1];

    wm->wmmat[2] = get_mult_shift_diag(p_x[0], i_det, shift);
    wm->wmmat[3] = get_mult_shift_ndiag(p_x[1], i_det, shift);
    wm->wmmat[4] = get_mult_shift_ndiag(p_y[0], i_det, shift);
    wm->wmmat[5] = get_mult_shift_diag(p_y[1], i_det, shift);

    // Note: In the vx, vy expressions below, the max value of each of the
    // 2nd and 3rd terms are (2^16 - 1) * (2^13 - 1). That leaves enough room
    // for the first term so that the overall sum in the worst case fits
    // within 32 bits overall.
    int32_t vx = mvx * (1 << (WARPEDMODEL_PREC_BITS - 3)) -
        (isux * (wm->wmmat[2] - (1 << WARPEDMODEL_PREC_BITS)) + isuy * wm->wmmat[3]);
    int32_t vy = mvy * (1 << (WARPEDMODEL_PREC_BITS - 3)) -
        (isux * wm->wmmat[4] + isuy * (wm->wmmat[5] - (1 << WARPEDMODEL_PREC_BITS)));
    wm->wmmat[0] = clamp(vx, -WARPEDMODEL_TRANS_CLAMP, WARPEDMODEL_TRANS_CLAMP - 1);
    wm->wmmat[1] = clamp(vy, -WARPEDMODEL_TRANS_CLAMP, WARPEDMODEL_TRANS_CLAMP - 1);

    wm->wmmat[6] = wm->wmmat[7] = 0;
    return 0;
}

Bool svt_find_projection(int np, int *pts1, int *pts2, BlockSize bsize, int mvy, int mvx,
                         EbWarpedMotionParams *wm_params, int mi_row, int mi_col) {
    if (find_affine_int(np, pts1, pts2, bsize, mvy, mvx, wm_params, mi_row, mi_col)) {
        return 1;
    }

    // check compatibility with the fast warp filter
    if (!svt_get_shear_params(wm_params))
        return 1;

    return 0;
}

/* The warp filter for ROTZOOM and AFFINE models works as follows:
   * Split the input into 8x8 blocks
   * For each block, project the point (4, 4) within the block, to get the
     overall block position. Split into integer and fractional coordinates,
     maintaining full WARPEDMODEL precision
   * Filter horizontally: Generate 15 rows of 8 pixels each. Each pixel gets a
     variable horizontal offset. This means that, while the rows of the
     intermediate buffer align with the rows of the *reference* image, the
     columns align with the columns of the *destination* image.
   * Filter vertically: Generate the output block (up to 8x8 pixels, but if the
     destination is too small we crop the output at this stage). Each pixel has
     a variable vertical offset, so that the resulting rows are aligned with
     the rows of the destination image.

   To accomplish these alignments, we factor the warp matrix as a
   product of two shear / asymmetric zoom matrices:
   / a b \  = /   1       0    \ * / 1+alpha  beta \
   \ c d /    \ gamma  1+delta /   \    0      1   /
   where a, b, c, d are wmmat[2], wmmat[3], wmmat[4], wmmat[5] respectively.
   The horizontal shear (with alpha and beta) is applied first,
   then the vertical shear (with gamma and delta) is applied second.

   The only limitation is that, to fit this in a fixed 8-tap filter size,
   the fractional pixel offsets must be at most +-1. Since the horizontal filter
   generates 15 rows of 8 columns, and the initial point we project is at (4, 4)
   within the block, the parameters must satisfy
   4 * |alpha| + 7 * |beta| <= 1   and   4 * |gamma| + 4 * |delta| <= 1
   for this filter to be applicable.

   Note: This function assumes that the caller has done all of the relevant
   checks, ie. that we have a ROTZOOM or AFFINE model, that wm[4] and wm[5]
   are set appropriately (if using a ROTZOOM model), and that alpha, beta,
   gamma, delta are all in range.

*/
/* A note on hardware implementation:
    The warp filter is intended to be implementable using the same hardware as
    the high-precision svt_aom_convolve filters from the loop-restoration and
    convolve-round experiments.

    For a single filter stage, considering all of the coefficient sets for the
    warp filter and the regular convolution filter, an input in the range
    [0, 2^k - 1] is mapped into the range [-56 * (2^k - 1), 184 * (2^k - 1)]
    before rounding.

    Allowing for some changes to the filter coefficient sets, call the range
    [-64 * 2^k, 192 * 2^k]. Then, if we initialize the accumulator to 64 * 2^k,
    we can replace this by the range [0, 256 * 2^k], which can be stored in an
    unsigned value with 8 + k bits.

    This allows the derivation of the appropriate bit widths and offsets for
    the various intermediate values: If

    F := FILTER_BITS = 7 (or else the above ranges need adjusting)
         So a *single* filter stage maps a k-bit input to a (k + F + 1)-bit
         intermediate value.
    H := ROUND0_BITS
    V := VERSHEAR_REDUCE_PREC_BITS
    (and note that we must have H + V = 2*F for the output to have the same
     scale as the input)

    then we end up with the following offsets and ranges:
    Horizontal filter: Apply an offset of 1 << (bd + F - 1), sum fits into a
                       uint{bd + F + 1}
    After rounding: The values stored in 'tmp' fit into a uint{bd + F + 1 - H}.
    Vertical filter: Apply an offset of 1 << (bd + 2*F - H), sum fits into a
                     uint{bd + 2*F + 2 - H}
    After rounding: The final value, before undoing the offset, fits into a
                    uint{bd + 2}.

    Then we need to undo the offsets before clamping to a pixel. Note that,
    if we do this at the end, the amount to subtract is actually independent
    of H and V:

    offset to subtract = (1 << ((bd + F - 1) - H + F - V)) +
                         (1 << ((bd + 2*F - H) - V))
                      == (1 << (bd - 1)) + (1 << bd)

    This allows us to entirely avoid clamping in both the warp filter and
    the convolve-round experiment. As of the time of writing, the Wiener filter
    from loop-restoration can encode a central coefficient up to 216, which
    leads to a maximum value of about 282 * 2^k after applying the offset.
    So in that case we still need to clamp.
*/
void svt_av1_warp_affine_c(const int32_t *mat, const uint8_t *ref, int width, int height, int stride, uint8_t *pred,
                           int p_col, int p_row, int p_width, int p_height, int p_stride, int subsampling_x,
                           int subsampling_y, ConvolveParams *conv_params, int16_t alpha, int16_t beta, int16_t gamma,
                           int16_t delta) {
    int32_t   tmp[15 * 8];
    const int bd                = 8;
    const int reduce_bits_horiz = conv_params->round_0;
    const int reduce_bits_vert  = conv_params->is_compound ? conv_params->round_1 : 2 * FILTER_BITS - reduce_bits_horiz;
    const int max_bits_horiz    = bd + FILTER_BITS + 1 - reduce_bits_horiz;
    const int offset_bits_horiz = bd + FILTER_BITS - 1;
    const int offset_bits_vert  = bd + 2 * FILTER_BITS - reduce_bits_horiz;
    const int round_bits        = 2 * FILTER_BITS - conv_params->round_0 - conv_params->round_1;
    const int offset_bits       = bd + 2 * FILTER_BITS - conv_params->round_0;
    (void)max_bits_horiz;
    assert(IMPLIES(conv_params->is_compound, conv_params->dst != NULL));
    assert(IMPLIES(conv_params->do_average, conv_params->is_compound));

    for (int i = p_row; i < p_row + p_height; i += 8) {
        for (int j = p_col; j < p_col + p_width; j += 8) {
            // Calculate the center of this 8x8 block,
            // project to luma coordinates (if in a subsampled chroma plane),
            // apply the affine transformation,
            // then convert back to the original coordinates (if necessary)
            const int32_t src_x = (j + 4) << subsampling_x;
            const int32_t src_y = (i + 4) << subsampling_y;
            const int32_t dst_x = mat[2] * src_x + mat[3] * src_y + mat[0];
            const int32_t dst_y = mat[4] * src_x + mat[5] * src_y + mat[1];
            const int32_t x4    = dst_x >> subsampling_x;
            const int32_t y4    = dst_y >> subsampling_y;

            int32_t ix4 = x4 >> WARPEDMODEL_PREC_BITS;
            int32_t sx4 = x4 & ((1 << WARPEDMODEL_PREC_BITS) - 1);
            int32_t iy4 = y4 >> WARPEDMODEL_PREC_BITS;
            int32_t sy4 = y4 & ((1 << WARPEDMODEL_PREC_BITS) - 1);

            sx4 += alpha * (-4) + beta * (-4);
            sy4 += gamma * (-4) + delta * (-4);

            sx4 &= ~((1 << WARP_PARAM_REDUCE_BITS) - 1);
            sy4 &= ~((1 << WARP_PARAM_REDUCE_BITS) - 1);

            // Horizontal filter
            for (int k = -7; k < 8; ++k) {
                // Clamp to top/bottom edge of the frame
                const int iy = clamp(iy4 + k, 0, height - 1);

                int sx = sx4 + beta * (k + 4);

                for (int l = -4; l < 4; ++l) {
                    int ix = ix4 + l - 3;
                    // At this point, sx = sx4 + alpha * l + beta * k
                    const int offs = ROUND_POWER_OF_TWO(sx, WARPEDDIFF_PREC_BITS) + WARPEDPIXEL_PREC_SHIFTS;
                    assert(offs >= 0 && offs <= WARPEDPIXEL_PREC_SHIFTS * 3);
                    const int16_t *coeffs = svt_aom_warped_filter[offs];

                    int32_t sum = 1 << offset_bits_horiz;
                    for (int m = 0; m < 8; ++m) {
                        // Clamp to left/right edge of the frame
                        const int sample_x = clamp(ix + m, 0, width - 1);

                        sum += ref[iy * stride + sample_x] * coeffs[m];
                    }
                    sum = ROUND_POWER_OF_TWO(sum, reduce_bits_horiz);
                    assert(0 <= sum && sum < (1 << max_bits_horiz));
                    tmp[(k + 7) * 8 + (l + 4)] = sum;
                    sx += alpha;
                }
            }

            // Vertical filter
            for (int k = -4; k < AOMMIN(4, p_row + p_height - i - 4); ++k) {
                int sy = sy4 + delta * (k + 4);
                for (int l = -4; l < AOMMIN(4, p_col + p_width - j - 4); ++l) {
                    // At this point, sy = sy4 + gamma * l + delta * k
                    const int offs = ROUND_POWER_OF_TWO(sy, WARPEDDIFF_PREC_BITS) + WARPEDPIXEL_PREC_SHIFTS;
                    assert(offs >= 0 && offs <= WARPEDPIXEL_PREC_SHIFTS * 3);
                    const int16_t *coeffs = svt_aom_warped_filter[offs];

                    int32_t sum = 1 << offset_bits_vert;
                    for (int m = 0; m < 8; ++m) sum += tmp[(k + m + 4) * 8 + (l + 4)] * coeffs[m];
                    if (conv_params->is_compound) {
                        ConvBufType *p =
                            &conv_params->dst[(i - p_row + k + 4) * conv_params->dst_stride + (j - p_col + l + 4)];
                        sum = ROUND_POWER_OF_TWO(sum, reduce_bits_vert);
                        if (conv_params->do_average) {
                            uint8_t *dst8  = &pred[(i - p_row + k + 4) * p_stride + (j - p_col + l + 4)];
                            int32_t  tmp32 = *p;
                            if (conv_params->use_jnt_comp_avg) {
                                tmp32 = tmp32 * conv_params->fwd_offset + sum * conv_params->bck_offset;
                                tmp32 = tmp32 >> DIST_PRECISION_BITS;
                            } else {
                                tmp32 += sum;
                                tmp32 = tmp32 >> 1;
                            }
                            tmp32 = tmp32 - (1 << (offset_bits - conv_params->round_1)) -
                                (1 << (offset_bits - conv_params->round_1 - 1));
                            *dst8 = clip_pixel(ROUND_POWER_OF_TWO(tmp32, round_bits));
                        } else
                            *p = sum;
                    } else {
                        uint8_t *p = &pred[(i - p_row + k + 4) * p_stride + (j - p_col + l + 4)];
                        sum        = ROUND_POWER_OF_TWO(sum, reduce_bits_vert);
                        assert(0 <= sum && sum < (1 << (bd + 2)));
                        *p = clip_pixel(sum - (1 << (bd - 1)) - (1 << bd));
                    }
                    sy += gamma;
                }
            }
        }
    }
}

void svt_warp_plane(EbWarpedMotionParams *wm, const uint8_t *const ref, int width, int height, int stride,
                    uint8_t *pred, int p_col, int p_row, int p_width, int p_height, int p_stride, int subsampling_x,
                    int subsampling_y, ConvolveParams *conv_params) {
    assert(wm->wmtype <= AFFINE);
    if (wm->wmtype == ROTZOOM) {
        wm->wmmat[5] = wm->wmmat[2];
        wm->wmmat[4] = -wm->wmmat[3];
    }
    const int32_t *const mat   = wm->wmmat;
    const int16_t        alpha = wm->alpha;
    const int16_t        beta  = wm->beta;
    const int16_t        gamma = wm->gamma;
    const int16_t        delta = wm->delta;
    svt_av1_warp_affine(mat,
                        ref,
                        width,
                        height,
                        stride,
                        pred,
                        p_col,
                        p_row,
                        p_width,
                        p_height,
                        p_stride,
                        subsampling_x,
                        subsampling_y,
                        conv_params,
                        alpha,
                        beta,
                        gamma,
                        delta);
}

/* Note: For an explanation of the warp algorithm, and some notes on bit widths
    for hardware implementations, see the comments above svt_av1_warp_affine_c
*/
void svt_aom_dec_svt_av1_highbd_warp_affine_c(const int32_t *mat, const uint16_t *ref, int width, int height,
                                              int stride, uint16_t *pred, int p_col, int p_row, int p_width,
                                              int p_height, int p_stride, int subsampling_x, int subsampling_y, int bd,
                                              ConvolveParams *conv_params, int16_t alpha, int16_t beta, int16_t gamma,
                                              int16_t delta) {
    int32_t   tmp[15 * 8];
    const int reduce_bits_horiz = conv_params->round_0 + AOMMAX(bd + FILTER_BITS - conv_params->round_0 - 14, 0);
    const int reduce_bits_vert  = conv_params->is_compound ? conv_params->round_1 : 2 * FILTER_BITS - reduce_bits_horiz;
    const int max_bits_horiz    = bd + FILTER_BITS + 1 - reduce_bits_horiz;
    const int offset_bits_horiz = bd + FILTER_BITS - 1;
    const int offset_bits_vert  = bd + 2 * FILTER_BITS - reduce_bits_horiz;
    const int round_bits        = 2 * FILTER_BITS - conv_params->round_0 - conv_params->round_1;
    const int offset_bits       = bd + 2 * FILTER_BITS - conv_params->round_0;
    (void)max_bits_horiz;
    assert(IMPLIES(conv_params->is_compound, conv_params->dst != NULL));

    for (int i = p_row; i < p_row + p_height; i += 8) {
        for (int j = p_col; j < p_col + p_width; j += 8) {
            // Calculate the center of this 8x8 block,
            // project to luma coordinates (if in a subsampled chroma plane),
            // apply the affine transformation,
            // then convert back to the original coordinates (if necessary)
            const int32_t src_x = (j + 4) << subsampling_x;
            const int32_t src_y = (i + 4) << subsampling_y;
            const int32_t dst_x = mat[2] * src_x + mat[3] * src_y + mat[0];
            const int32_t dst_y = mat[4] * src_x + mat[5] * src_y + mat[1];
            const int32_t x4    = dst_x >> subsampling_x;
            const int32_t y4    = dst_y >> subsampling_y;

            const int32_t ix4 = x4 >> WARPEDMODEL_PREC_BITS;
            int32_t       sx4 = x4 & ((1 << WARPEDMODEL_PREC_BITS) - 1);
            const int32_t iy4 = y4 >> WARPEDMODEL_PREC_BITS;
            int32_t       sy4 = y4 & ((1 << WARPEDMODEL_PREC_BITS) - 1);

            sx4 += alpha * (-4) + beta * (-4);
            sy4 += gamma * (-4) + delta * (-4);

            sx4 &= ~((1 << WARP_PARAM_REDUCE_BITS) - 1);
            sy4 &= ~((1 << WARP_PARAM_REDUCE_BITS) - 1);

            // Horizontal filter
            for (int k = -7; k < 8; ++k) {
                const int iy = clamp(iy4 + k, 0, height - 1);

                int sx = sx4 + beta * (k + 4);
                for (int l = -4; l < 4; ++l) {
                    int       ix   = ix4 + l - 3;
                    const int offs = ROUND_POWER_OF_TWO(sx, WARPEDDIFF_PREC_BITS) + WARPEDPIXEL_PREC_SHIFTS;
                    assert(offs >= 0 && offs <= WARPEDPIXEL_PREC_SHIFTS * 3);
                    const int16_t *coeffs = svt_aom_warped_filter[offs];

                    int32_t sum = 1 << offset_bits_horiz;
                    for (int m = 0; m < 8; ++m) {
                        const int sample_x = clamp(ix + m, 0, width - 1);
                        sum += ref[iy * stride + sample_x] * coeffs[m];
                    }
                    sum = ROUND_POWER_OF_TWO(sum, reduce_bits_horiz);
                    assert(0 <= sum && sum < (1 << max_bits_horiz));
                    tmp[(k + 7) * 8 + (l + 4)] = sum;
                    sx += alpha;
                }
            }

            // Vertical filter
            for (int k = -4; k < AOMMIN(4, p_row + p_height - i - 4); ++k) {
                int sy = sy4 + delta * (k + 4);
                for (int l = -4; l < AOMMIN(4, p_col + p_width - j - 4); ++l) {
                    const int offs = ROUND_POWER_OF_TWO(sy, WARPEDDIFF_PREC_BITS) + WARPEDPIXEL_PREC_SHIFTS;
                    assert(offs >= 0 && offs <= WARPEDPIXEL_PREC_SHIFTS * 3);
                    const int16_t *coeffs = svt_aom_warped_filter[offs];

                    int32_t sum = 1 << offset_bits_vert;
                    for (int m = 0; m < 8; ++m) sum += tmp[(k + m + 4) * 8 + (l + 4)] * coeffs[m];
                    if (conv_params->is_compound) {
                        ConvBufType *p =
                            &conv_params->dst[(i - p_row + k + 4) * conv_params->dst_stride + (j - p_col + l + 4)];
                        sum = ROUND_POWER_OF_TWO(sum, reduce_bits_vert);
                        if (conv_params->do_average) {
                            uint16_t *dst16 = &pred[(i - p_row + k + 4) * p_stride + (j - p_col + l + 4)];
                            int32_t   tmp32 = *p;
                            if (conv_params->use_jnt_comp_avg) {
                                tmp32 = tmp32 * conv_params->fwd_offset + sum * conv_params->bck_offset;
                                tmp32 = tmp32 >> DIST_PRECISION_BITS;
                            } else {
                                tmp32 += sum;
                                tmp32 = tmp32 >> 1;
                            }
                            tmp32 = tmp32 - (1 << (offset_bits - conv_params->round_1)) -
                                (1 << (offset_bits - conv_params->round_1 - 1));
                            *dst16 = clip_pixel_highbd(ROUND_POWER_OF_TWO(tmp32, round_bits), bd);
                        } else
                            *p = sum;
                    } else {
                        uint16_t *p = &pred[(i - p_row + k + 4) * p_stride + (j - p_col + l + 4)];
                        sum         = ROUND_POWER_OF_TWO(sum, reduce_bits_vert);
                        assert(0 <= sum && sum < (1 << (bd + 2)));
                        *p = clip_pixel_highbd(sum - (1 << (bd - 1)) - (1 << bd), bd);
                    }
                    sy += gamma;
                }
            }
        }
    }
}
void svt_av1_highbd_warp_affine_c(const int32_t *mat, const uint8_t *ref8b, const uint8_t *ref2b, int width, int height,
                                  int stride8b, int stride2b, uint16_t *pred, int p_col, int p_row, int p_width,
                                  int p_height, int p_stride, int subsampling_x, int subsampling_y, int bd,
                                  ConvolveParams *conv_params, int16_t alpha, int16_t beta, int16_t gamma,
                                  int16_t delta) {
    int32_t   tmp[15 * 8];
    const int reduce_bits_horiz = conv_params->round_0 + AOMMAX(bd + FILTER_BITS - conv_params->round_0 - 14, 0);
    const int reduce_bits_vert  = conv_params->is_compound ? conv_params->round_1 : 2 * FILTER_BITS - reduce_bits_horiz;
    const int max_bits_horiz    = bd + FILTER_BITS + 1 - reduce_bits_horiz;
    const int offset_bits_horiz = bd + FILTER_BITS - 1;
    const int offset_bits_vert  = bd + 2 * FILTER_BITS - reduce_bits_horiz;
    const int round_bits        = 2 * FILTER_BITS - conv_params->round_0 - conv_params->round_1;
    const int offset_bits       = bd + 2 * FILTER_BITS - conv_params->round_0;
    (void)max_bits_horiz;
    assert(IMPLIES(conv_params->is_compound, conv_params->dst != NULL));

    for (int i = p_row; i < p_row + p_height; i += 8) {
        for (int j = p_col; j < p_col + p_width; j += 8) {
            // Calculate the center of this 8x8 block,
            // project to luma coordinates (if in a subsampled chroma plane),
            // apply the affine transformation,
            // then convert back to the original coordinates (if necessary)
            const int32_t src_x = (j + 4) << subsampling_x;
            const int32_t src_y = (i + 4) << subsampling_y;
            const int32_t dst_x = mat[2] * src_x + mat[3] * src_y + mat[0];
            const int32_t dst_y = mat[4] * src_x + mat[5] * src_y + mat[1];
            const int32_t x4    = dst_x >> subsampling_x;
            const int32_t y4    = dst_y >> subsampling_y;

            const int32_t ix4 = x4 >> WARPEDMODEL_PREC_BITS;
            int32_t       sx4 = x4 & ((1 << WARPEDMODEL_PREC_BITS) - 1);
            const int32_t iy4 = y4 >> WARPEDMODEL_PREC_BITS;
            int32_t       sy4 = y4 & ((1 << WARPEDMODEL_PREC_BITS) - 1);

            sx4 += alpha * (-4) + beta * (-4);
            sy4 += gamma * (-4) + delta * (-4);

            sx4 &= ~((1 << WARP_PARAM_REDUCE_BITS) - 1);
            sy4 &= ~((1 << WARP_PARAM_REDUCE_BITS) - 1);

            // Horizontal filter
            for (int k = -7; k < 8; ++k) {
                const int iy = clamp(iy4 + k, 0, height - 1);

                int sx = sx4 + beta * (k + 4);
                for (int l = -4; l < 4; ++l) {
                    int       ix   = ix4 + l - 3;
                    const int offs = ROUND_POWER_OF_TWO(sx, WARPEDDIFF_PREC_BITS) + WARPEDPIXEL_PREC_SHIFTS;
                    assert(offs >= 0 && offs <= WARPEDPIXEL_PREC_SHIFTS * 3);
                    const int16_t *coeffs = svt_aom_warped_filter[offs];

                    int32_t sum = 1 << offset_bits_horiz;
                    for (int m = 0; m < 8; ++m) {
                        const int sample_x = clamp(ix + m, 0, width - 1);
                        uint16_t  ref      = (ref8b[iy * stride8b + sample_x] << 2) |
                            ((ref2b[iy * stride2b + sample_x] >> 6) & 3);
                        sum += ref * coeffs[m];
                    }
                    sum = ROUND_POWER_OF_TWO(sum, reduce_bits_horiz);
                    assert(0 <= sum && sum < (1 << max_bits_horiz));
                    tmp[(k + 7) * 8 + (l + 4)] = sum;
                    sx += alpha;
                }
            }

            // Vertical filter
            for (int k = -4; k < AOMMIN(4, p_row + p_height - i - 4); ++k) {
                int sy = sy4 + delta * (k + 4);
                for (int l = -4; l < AOMMIN(4, p_col + p_width - j - 4); ++l) {
                    const int offs = ROUND_POWER_OF_TWO(sy, WARPEDDIFF_PREC_BITS) + WARPEDPIXEL_PREC_SHIFTS;
                    assert(offs >= 0 && offs <= WARPEDPIXEL_PREC_SHIFTS * 3);
                    const int16_t *coeffs = svt_aom_warped_filter[offs];

                    int32_t sum = 1 << offset_bits_vert;
                    for (int m = 0; m < 8; ++m) sum += tmp[(k + m + 4) * 8 + (l + 4)] * coeffs[m];
                    if (conv_params->is_compound) {
                        ConvBufType *p =
                            &conv_params->dst[(i - p_row + k + 4) * conv_params->dst_stride + (j - p_col + l + 4)];
                        sum = ROUND_POWER_OF_TWO(sum, reduce_bits_vert);
                        if (conv_params->do_average) {
                            uint16_t *dst16 = &pred[(i - p_row + k + 4) * p_stride + (j - p_col + l + 4)];
                            int32_t   tmp32 = *p;
                            if (conv_params->use_jnt_comp_avg) {
                                tmp32 = tmp32 * conv_params->fwd_offset + sum * conv_params->bck_offset;
                                tmp32 = tmp32 >> DIST_PRECISION_BITS;
                            } else {
                                tmp32 += sum;
                                tmp32 = tmp32 >> 1;
                            }
                            tmp32 = tmp32 - (1 << (offset_bits - conv_params->round_1)) -
                                (1 << (offset_bits - conv_params->round_1 - 1));
                            *dst16 = clip_pixel_highbd(ROUND_POWER_OF_TWO(tmp32, round_bits), bd);
                        } else
                            *p = sum;
                    } else {
                        uint16_t *p = &pred[(i - p_row + k + 4) * p_stride + (j - p_col + l + 4)];
                        sum         = ROUND_POWER_OF_TWO(sum, reduce_bits_vert);
                        assert(0 <= sum && sum < (1 << (bd + 2)));
                        *p = clip_pixel_highbd(sum - (1 << (bd - 1)) - (1 << bd), bd);
                    }
                    sy += gamma;
                }
            }
        }
    }
}

void dec_svt_highbd_warp_plane(EbWarpedMotionParams *wm, const uint8_t *const ref8, int width, int height, int stride,
                               const uint8_t *const pred8, int p_col, int p_row, int p_width, int p_height,
                               int p_stride, int subsampling_x, int subsampling_y, int bd,
                               ConvolveParams *conv_params) {
    assert(wm->wmtype <= AFFINE);
    if (wm->wmtype == ROTZOOM) {
        wm->wmmat[5] = wm->wmmat[2];
        wm->wmmat[4] = -wm->wmmat[3];
    }
    const int32_t *const mat   = wm->wmmat;
    const int16_t        alpha = wm->alpha;
    const int16_t        beta  = wm->beta;
    const int16_t        gamma = wm->gamma;
    const int16_t        delta = wm->delta;

    const uint16_t *const ref = (uint16_t *)ref8;

    uint16_t *pred = (uint16_t *)pred8;

    dec_svt_av1_highbd_warp_affine(mat,
                                   ref,
                                   width,
                                   height,
                                   stride,
                                   pred,
                                   p_col,
                                   p_row,
                                   p_width,
                                   p_height,
                                   p_stride,
                                   subsampling_x,
                                   subsampling_y,
                                   bd,
                                   conv_params,
                                   alpha,
                                   beta,
                                   gamma,
                                   delta);
}
void svt_highbd_warp_plane(EbWarpedMotionParams *wm, const uint8_t *const ref8, const uint8_t *const ref_2b, int width,
                           int height, int stride, const uint8_t *const pred8, int p_col, int p_row, int p_width,
                           int p_height, int p_stride, int subsampling_x, int subsampling_y, int bd,
                           ConvolveParams *conv_params) {
    assert(wm->wmtype <= AFFINE);
    if (wm->wmtype == ROTZOOM) {
        wm->wmmat[5] = wm->wmmat[2];
        wm->wmmat[4] = -wm->wmmat[3];
    }
    const int32_t *const mat   = wm->wmmat;
    const int16_t        alpha = wm->alpha;
    const int16_t        beta  = wm->beta;
    const int16_t        gamma = wm->gamma;
    const int16_t        delta = wm->delta;

    uint16_t *pred = (uint16_t *)pred8;
    svt_av1_highbd_warp_affine(mat,
                               ref8,
                               ref_2b,
                               width,
                               height,
                               stride,
                               stride,
                               pred,
                               p_col,
                               p_row,
                               p_width,
                               p_height,
                               p_stride,
                               subsampling_x,
                               subsampling_y,
                               bd,
                               conv_params,
                               alpha,
                               beta,
                               gamma,
                               delta);
}

void svt_aom_dec_svt_av1_warp_plane(EbWarpedMotionParams *wm, int use_hbd, int bd, const uint8_t *ref,

                                    int width, int height, int stride, uint8_t *pred, int p_col, int p_row, int p_width,
                                    int p_height, int p_stride, int subsampling_x, int subsampling_y,
                                    ConvolveParams *conv_params) {
    if (use_hbd)
        dec_svt_highbd_warp_plane(wm,
                                  ref,
                                  width,
                                  height,
                                  stride,
                                  pred,
                                  p_col,
                                  p_row,
                                  p_width,
                                  p_height,
                                  p_stride,
                                  subsampling_x,
                                  subsampling_y,
                                  bd,
                                  conv_params);
    else
        svt_warp_plane(wm,
                       ref,
                       width,
                       height,
                       stride,
                       pred,
                       p_col,
                       p_row,
                       p_width,
                       p_height,
                       p_stride,
                       subsampling_x,
                       subsampling_y,
                       conv_params);
}
void svt_av1_warp_plane(EbWarpedMotionParams *wm, int use_hbd, int bd, const uint8_t *ref, const uint8_t *ref_2b,
                        int width, int height, int stride, uint8_t *pred, int p_col, int p_row, int p_width,
                        int p_height, int p_stride, int subsampling_x, int subsampling_y, ConvolveParams *conv_params) {
    if (use_hbd)
        svt_highbd_warp_plane(wm,
                              ref,
                              ref_2b,
                              width,
                              height,
                              stride,
                              pred,
                              p_col,
                              p_row,
                              p_width,
                              p_height,
                              p_stride,
                              subsampling_x,
                              subsampling_y,
                              bd,
                              conv_params);
    else
        svt_warp_plane(wm,
                       ref,
                       width,
                       height,
                       stride,
                       pred,
                       p_col,
                       p_row,
                       p_width,
                       p_height,
                       p_stride,
                       subsampling_x,
                       subsampling_y,
                       conv_params);
}

// Returns 1 on success or 0 on an invalid affine set
int svt_get_shear_params(EbWarpedMotionParams *wm) {
    const int32_t *mat = wm->wmmat;
    if (!is_affine_valid(wm))
        return 0;
    wm->alpha = clamp(mat[2] - (1 << WARPEDMODEL_PREC_BITS), INT16_MIN, INT16_MAX);
    wm->beta  = clamp(mat[3], INT16_MIN, INT16_MAX);
    int16_t shift;
    int16_t y = resolve_divisor_32(abs(mat[2]), &shift) * (mat[2] < 0 ? -1 : 1);
    int64_t v = ((int64_t)mat[4] * (1 << WARPEDMODEL_PREC_BITS)) * y;
    wm->gamma = clamp((int)ROUND_POWER_OF_TWO_SIGNED_64(v, shift), INT16_MIN, INT16_MAX);
    v         = ((int64_t)mat[3] * mat[4]) * y;
    wm->delta = clamp(
        mat[5] - (int)ROUND_POWER_OF_TWO_SIGNED_64(v, shift) - (1 << WARPEDMODEL_PREC_BITS), INT16_MIN, INT16_MAX);

    wm->alpha = ROUND_POWER_OF_TWO_SIGNED(wm->alpha, WARP_PARAM_REDUCE_BITS) * (1 << WARP_PARAM_REDUCE_BITS);
    wm->beta  = ROUND_POWER_OF_TWO_SIGNED(wm->beta, WARP_PARAM_REDUCE_BITS) * (1 << WARP_PARAM_REDUCE_BITS);
    wm->gamma = ROUND_POWER_OF_TWO_SIGNED(wm->gamma, WARP_PARAM_REDUCE_BITS) * (1 << WARP_PARAM_REDUCE_BITS);
    wm->delta = ROUND_POWER_OF_TWO_SIGNED(wm->delta, WARP_PARAM_REDUCE_BITS) * (1 << WARP_PARAM_REDUCE_BITS);

    if (!is_affine_shear_allowed(wm->alpha, wm->beta, wm->gamma, wm->delta))
        return 0;

    return 1;
}

// Select samples according to the motion vector difference.
int svt_aom_select_samples(MV *mv, int *pts, int *pts_inref, int len, BlockSize bsize) {
    const uint8_t bw                          = block_size_wide[bsize];
    const uint8_t bh                          = block_size_high[bsize];
    const int     thresh                      = clamp(AOMMAX(bw, bh), 16, 112);
    int           pts_mvd[SAMPLES_ARRAY_SIZE] = {0};
    int           i, j, k, l = len;
    int           ret = 0;

    // Obtain the motion vector difference.
    for (i = 0; i < len; ++i) {
        pts_mvd[i] = abs(pts_inref[2 * i] - pts[2 * i] - mv->col) +
            abs(pts_inref[2 * i + 1] - pts[2 * i + 1] - mv->row);

        if (pts_mvd[i] > thresh)
            pts_mvd[i] = -1;
        else
            ret++;
    }

    // Keep at least 1 sample.
    if (!ret)
        return 1;

    i = 0;
    j = l - 1;
    for (k = 0; k < l - ret; k++) {
        while (pts_mvd[i] != -1) i++;
        if (j < 0)
            break;
        while (pts_mvd[j] == -1) {
            j--;
            if (j < 0)
                break;
        }
        if (i > j)
            break;

        // Replace the discarded samples;
        pts_mvd[i]           = pts_mvd[j];
        pts[2 * i]           = pts[2 * j];
        pts[2 * i + 1]       = pts[2 * j + 1];
        pts_inref[2 * i]     = pts_inref[2 * j];
        pts_inref[2 * i + 1] = pts_inref[2 * j + 1];
        i++;
        j--;
    }

    return ret;
}
