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      1 // Copyright 2011 Google Inc. All Rights Reserved.
      2 //
      3 // Use of this source code is governed by a BSD-style license
      4 // that can be found in the COPYING file in the root of the source
      5 // tree. An additional intellectual property rights grant can be found
      6 // in the file PATENTS. All contributing project authors may
      7 // be found in the AUTHORS file in the root of the source tree.
      8 // -----------------------------------------------------------------------------
      9 //
     10 //   frame coding and analysis
     11 //
     12 // Author: Skal (pascal.massimino (at) gmail.com)
     13 
     14 #include <assert.h>
     15 #include <stdlib.h>
     16 #include <string.h>
     17 #include <math.h>
     18 
     19 #include "./vp8enci.h"
     20 #include "./cost.h"
     21 
     22 #if defined(__cplusplus) || defined(c_plusplus)
     23 extern "C" {
     24 #endif
     25 
     26 #define SEGMENT_VISU 0
     27 #define DEBUG_SEARCH 0    // useful to track search convergence
     28 
     29 // On-the-fly info about the current set of residuals. Handy to avoid
     30 // passing zillions of params.
     31 typedef struct {
     32   int first;
     33   int last;
     34   const int16_t* coeffs;
     35 
     36   int coeff_type;
     37   ProbaArray* prob;
     38   StatsArray* stats;
     39   CostArray*  cost;
     40 } VP8Residual;
     41 
     42 //------------------------------------------------------------------------------
     43 // Tables for level coding
     44 
     45 const uint8_t VP8EncBands[16 + 1] = {
     46   0, 1, 2, 3, 6, 4, 5, 6, 6, 6, 6, 6, 6, 6, 6, 7,
     47   0  // sentinel
     48 };
     49 
     50 const uint8_t VP8Cat3[] = { 173, 148, 140 };
     51 const uint8_t VP8Cat4[] = { 176, 155, 140, 135 };
     52 const uint8_t VP8Cat5[] = { 180, 157, 141, 134, 130 };
     53 const uint8_t VP8Cat6[] =
     54     { 254, 254, 243, 230, 196, 177, 153, 140, 133, 130, 129 };
     55 
     56 //------------------------------------------------------------------------------
     57 // Reset the statistics about: number of skips, token proba, level cost,...
     58 
     59 static void ResetStats(VP8Encoder* const enc) {
     60   VP8Proba* const proba = &enc->proba_;
     61   VP8CalculateLevelCosts(proba);
     62   proba->nb_skip_ = 0;
     63 }
     64 
     65 //------------------------------------------------------------------------------
     66 // Skip decision probability
     67 
     68 #define SKIP_PROBA_THRESHOLD 250  // value below which using skip_proba is OK.
     69 
     70 static int CalcSkipProba(uint64_t nb, uint64_t total) {
     71   return (int)(total ? (total - nb) * 255 / total : 255);
     72 }
     73 
     74 // Returns the bit-cost for coding the skip probability.
     75 static int FinalizeSkipProba(VP8Encoder* const enc) {
     76   VP8Proba* const proba = &enc->proba_;
     77   const int nb_mbs = enc->mb_w_ * enc->mb_h_;
     78   const int nb_events = proba->nb_skip_;
     79   int size;
     80   proba->skip_proba_ = CalcSkipProba(nb_events, nb_mbs);
     81   proba->use_skip_proba_ = (proba->skip_proba_ < SKIP_PROBA_THRESHOLD);
     82   size = 256;   // 'use_skip_proba' bit
     83   if (proba->use_skip_proba_) {
     84     size +=  nb_events * VP8BitCost(1, proba->skip_proba_)
     85          + (nb_mbs - nb_events) * VP8BitCost(0, proba->skip_proba_);
     86     size += 8 * 256;   // cost of signaling the skip_proba_ itself.
     87   }
     88   return size;
     89 }
     90 
     91 //------------------------------------------------------------------------------
     92 // Recording of token probabilities.
     93 
     94 static void ResetTokenStats(VP8Encoder* const enc) {
     95   VP8Proba* const proba = &enc->proba_;
     96   memset(proba->stats_, 0, sizeof(proba->stats_));
     97 }
     98 
     99 // Record proba context used
    100 static int Record(int bit, proba_t* const stats) {
    101   proba_t p = *stats;
    102   if (p >= 0xffff0000u) {               // an overflow is inbound.
    103     p = ((p + 1u) >> 1) & 0x7fff7fffu;  // -> divide the stats by 2.
    104   }
    105   // record bit count (lower 16 bits) and increment total count (upper 16 bits).
    106   p += 0x00010000u + bit;
    107   *stats = p;
    108   return bit;
    109 }
    110 
    111 // We keep the table free variant around for reference, in case.
    112 #define USE_LEVEL_CODE_TABLE
    113 
    114 // Simulate block coding, but only record statistics.
    115 // Note: no need to record the fixed probas.
    116 static int RecordCoeffs(int ctx, const VP8Residual* const res) {
    117   int n = res->first;
    118   // should be stats[VP8EncBands[n]], but it's equivalent for n=0 or 1
    119   proba_t* s = res->stats[n][ctx];
    120   if (res->last  < 0) {
    121     Record(0, s + 0);
    122     return 0;
    123   }
    124   while (n <= res->last) {
    125     int v;
    126     Record(1, s + 0);  // order of record doesn't matter
    127     while ((v = res->coeffs[n++]) == 0) {
    128       Record(0, s + 1);
    129       s = res->stats[VP8EncBands[n]][0];
    130     }
    131     Record(1, s + 1);
    132     if (!Record(2u < (unsigned int)(v + 1), s + 2)) {  // v = -1 or 1
    133       s = res->stats[VP8EncBands[n]][1];
    134     } else {
    135       v = abs(v);
    136 #if !defined(USE_LEVEL_CODE_TABLE)
    137       if (!Record(v > 4, s + 3)) {
    138         if (Record(v != 2, s + 4))
    139           Record(v == 4, s + 5);
    140       } else if (!Record(v > 10, s + 6)) {
    141         Record(v > 6, s + 7);
    142       } else if (!Record((v >= 3 + (8 << 2)), s + 8)) {
    143         Record((v >= 3 + (8 << 1)), s + 9);
    144       } else {
    145         Record((v >= 3 + (8 << 3)), s + 10);
    146       }
    147 #else
    148       if (v > MAX_VARIABLE_LEVEL)
    149         v = MAX_VARIABLE_LEVEL;
    150 
    151       {
    152         const int bits = VP8LevelCodes[v - 1][1];
    153         int pattern = VP8LevelCodes[v - 1][0];
    154         int i;
    155         for (i = 0; (pattern >>= 1) != 0; ++i) {
    156           const int mask = 2 << i;
    157           if (pattern & 1) Record(!!(bits & mask), s + 3 + i);
    158         }
    159       }
    160 #endif
    161       s = res->stats[VP8EncBands[n]][2];
    162     }
    163   }
    164   if (n < 16) Record(0, s + 0);
    165   return 1;
    166 }
    167 
    168 // Collect statistics and deduce probabilities for next coding pass.
    169 // Return the total bit-cost for coding the probability updates.
    170 static int CalcTokenProba(int nb, int total) {
    171   assert(nb <= total);
    172   return nb ? (255 - nb * 255 / total) : 255;
    173 }
    174 
    175 // Cost of coding 'nb' 1's and 'total-nb' 0's using 'proba' probability.
    176 static int BranchCost(int nb, int total, int proba) {
    177   return nb * VP8BitCost(1, proba) + (total - nb) * VP8BitCost(0, proba);
    178 }
    179 
    180 static int FinalizeTokenProbas(VP8Proba* const proba) {
    181   int has_changed = 0;
    182   int size = 0;
    183   int t, b, c, p;
    184   for (t = 0; t < NUM_TYPES; ++t) {
    185     for (b = 0; b < NUM_BANDS; ++b) {
    186       for (c = 0; c < NUM_CTX; ++c) {
    187         for (p = 0; p < NUM_PROBAS; ++p) {
    188           const proba_t stats = proba->stats_[t][b][c][p];
    189           const int nb = (stats >> 0) & 0xffff;
    190           const int total = (stats >> 16) & 0xffff;
    191           const int update_proba = VP8CoeffsUpdateProba[t][b][c][p];
    192           const int old_p = VP8CoeffsProba0[t][b][c][p];
    193           const int new_p = CalcTokenProba(nb, total);
    194           const int old_cost = BranchCost(nb, total, old_p)
    195                              + VP8BitCost(0, update_proba);
    196           const int new_cost = BranchCost(nb, total, new_p)
    197                              + VP8BitCost(1, update_proba)
    198                              + 8 * 256;
    199           const int use_new_p = (old_cost > new_cost);
    200           size += VP8BitCost(use_new_p, update_proba);
    201           if (use_new_p) {  // only use proba that seem meaningful enough.
    202             proba->coeffs_[t][b][c][p] = new_p;
    203             has_changed |= (new_p != old_p);
    204             size += 8 * 256;
    205           } else {
    206             proba->coeffs_[t][b][c][p] = old_p;
    207           }
    208         }
    209       }
    210     }
    211   }
    212   proba->dirty_ = has_changed;
    213   return size;
    214 }
    215 
    216 //------------------------------------------------------------------------------
    217 // Finalize Segment probability based on the coding tree
    218 
    219 static int GetProba(int a, int b) {
    220   const int total = a + b;
    221   return (total == 0) ? 255     // that's the default probability.
    222                       : (255 * a + total / 2) / total;  // rounded proba
    223 }
    224 
    225 static void SetSegmentProbas(VP8Encoder* const enc) {
    226   int p[NUM_MB_SEGMENTS] = { 0 };
    227   int n;
    228 
    229   for (n = 0; n < enc->mb_w_ * enc->mb_h_; ++n) {
    230     const VP8MBInfo* const mb = &enc->mb_info_[n];
    231     p[mb->segment_]++;
    232   }
    233   if (enc->pic_->stats != NULL) {
    234     for (n = 0; n < NUM_MB_SEGMENTS; ++n) {
    235       enc->pic_->stats->segment_size[n] = p[n];
    236     }
    237   }
    238   if (enc->segment_hdr_.num_segments_ > 1) {
    239     uint8_t* const probas = enc->proba_.segments_;
    240     probas[0] = GetProba(p[0] + p[1], p[2] + p[3]);
    241     probas[1] = GetProba(p[0], p[1]);
    242     probas[2] = GetProba(p[2], p[3]);
    243 
    244     enc->segment_hdr_.update_map_ =
    245         (probas[0] != 255) || (probas[1] != 255) || (probas[2] != 255);
    246     enc->segment_hdr_.size_ =
    247         p[0] * (VP8BitCost(0, probas[0]) + VP8BitCost(0, probas[1])) +
    248         p[1] * (VP8BitCost(0, probas[0]) + VP8BitCost(1, probas[1])) +
    249         p[2] * (VP8BitCost(1, probas[0]) + VP8BitCost(0, probas[2])) +
    250         p[3] * (VP8BitCost(1, probas[0]) + VP8BitCost(1, probas[2]));
    251   } else {
    252     enc->segment_hdr_.update_map_ = 0;
    253     enc->segment_hdr_.size_ = 0;
    254   }
    255 }
    256 
    257 //------------------------------------------------------------------------------
    258 // helper functions for residuals struct VP8Residual.
    259 
    260 static void InitResidual(int first, int coeff_type,
    261                          VP8Encoder* const enc, VP8Residual* const res) {
    262   res->coeff_type = coeff_type;
    263   res->prob  = enc->proba_.coeffs_[coeff_type];
    264   res->stats = enc->proba_.stats_[coeff_type];
    265   res->cost  = enc->proba_.level_cost_[coeff_type];
    266   res->first = first;
    267 }
    268 
    269 static void SetResidualCoeffs(const int16_t* const coeffs,
    270                               VP8Residual* const res) {
    271   int n;
    272   res->last = -1;
    273   for (n = 15; n >= res->first; --n) {
    274     if (coeffs[n]) {
    275       res->last = n;
    276       break;
    277     }
    278   }
    279   res->coeffs = coeffs;
    280 }
    281 
    282 //------------------------------------------------------------------------------
    283 // Mode costs
    284 
    285 static int GetResidualCost(int ctx0, const VP8Residual* const res) {
    286   int n = res->first;
    287   // should be prob[VP8EncBands[n]], but it's equivalent for n=0 or 1
    288   int p0 = res->prob[n][ctx0][0];
    289   const uint16_t* t = res->cost[n][ctx0];
    290   int cost;
    291 
    292   if (res->last < 0) {
    293     return VP8BitCost(0, p0);
    294   }
    295   cost = 0;
    296   while (n < res->last) {
    297     int v = res->coeffs[n];
    298     const int b = VP8EncBands[n + 1];
    299     ++n;
    300     if (v == 0) {
    301       // short-case for VP8LevelCost(t, 0) (note: VP8LevelFixedCosts[0] == 0):
    302       cost += t[0];
    303       t = res->cost[b][0];
    304       continue;
    305     }
    306     v = abs(v);
    307     cost += VP8BitCost(1, p0);
    308     cost += VP8LevelCost(t, v);
    309     {
    310       const int ctx = (v == 1) ? 1 : 2;
    311       p0 = res->prob[b][ctx][0];
    312       t = res->cost[b][ctx];
    313     }
    314   }
    315   // Last coefficient is always non-zero
    316   {
    317     const int v = abs(res->coeffs[n]);
    318     assert(v != 0);
    319     cost += VP8BitCost(1, p0);
    320     cost += VP8LevelCost(t, v);
    321     if (n < 15) {
    322       const int b = VP8EncBands[n + 1];
    323       const int ctx = (v == 1) ? 1 : 2;
    324       const int last_p0 = res->prob[b][ctx][0];
    325       cost += VP8BitCost(0, last_p0);
    326     }
    327   }
    328   return cost;
    329 }
    330 
    331 int VP8GetCostLuma4(VP8EncIterator* const it, const int16_t levels[16]) {
    332   const int x = (it->i4_ & 3), y = (it->i4_ >> 2);
    333   VP8Residual res;
    334   VP8Encoder* const enc = it->enc_;
    335   int R = 0;
    336   int ctx;
    337 
    338   InitResidual(0, 3, enc, &res);
    339   ctx = it->top_nz_[x] + it->left_nz_[y];
    340   SetResidualCoeffs(levels, &res);
    341   R += GetResidualCost(ctx, &res);
    342   return R;
    343 }
    344 
    345 int VP8GetCostLuma16(VP8EncIterator* const it, const VP8ModeScore* const rd) {
    346   VP8Residual res;
    347   VP8Encoder* const enc = it->enc_;
    348   int x, y;
    349   int R = 0;
    350 
    351   VP8IteratorNzToBytes(it);   // re-import the non-zero context
    352 
    353   // DC
    354   InitResidual(0, 1, enc, &res);
    355   SetResidualCoeffs(rd->y_dc_levels, &res);
    356   R += GetResidualCost(it->top_nz_[8] + it->left_nz_[8], &res);
    357 
    358   // AC
    359   InitResidual(1, 0, enc, &res);
    360   for (y = 0; y < 4; ++y) {
    361     for (x = 0; x < 4; ++x) {
    362       const int ctx = it->top_nz_[x] + it->left_nz_[y];
    363       SetResidualCoeffs(rd->y_ac_levels[x + y * 4], &res);
    364       R += GetResidualCost(ctx, &res);
    365       it->top_nz_[x] = it->left_nz_[y] = (res.last >= 0);
    366     }
    367   }
    368   return R;
    369 }
    370 
    371 int VP8GetCostUV(VP8EncIterator* const it, const VP8ModeScore* const rd) {
    372   VP8Residual res;
    373   VP8Encoder* const enc = it->enc_;
    374   int ch, x, y;
    375   int R = 0;
    376 
    377   VP8IteratorNzToBytes(it);  // re-import the non-zero context
    378 
    379   InitResidual(0, 2, enc, &res);
    380   for (ch = 0; ch <= 2; ch += 2) {
    381     for (y = 0; y < 2; ++y) {
    382       for (x = 0; x < 2; ++x) {
    383         const int ctx = it->top_nz_[4 + ch + x] + it->left_nz_[4 + ch + y];
    384         SetResidualCoeffs(rd->uv_levels[ch * 2 + x + y * 2], &res);
    385         R += GetResidualCost(ctx, &res);
    386         it->top_nz_[4 + ch + x] = it->left_nz_[4 + ch + y] = (res.last >= 0);
    387       }
    388     }
    389   }
    390   return R;
    391 }
    392 
    393 //------------------------------------------------------------------------------
    394 // Coefficient coding
    395 
    396 static int PutCoeffs(VP8BitWriter* const bw, int ctx, const VP8Residual* res) {
    397   int n = res->first;
    398   // should be prob[VP8EncBands[n]], but it's equivalent for n=0 or 1
    399   const uint8_t* p = res->prob[n][ctx];
    400   if (!VP8PutBit(bw, res->last >= 0, p[0])) {
    401     return 0;
    402   }
    403 
    404   while (n < 16) {
    405     const int c = res->coeffs[n++];
    406     const int sign = c < 0;
    407     int v = sign ? -c : c;
    408     if (!VP8PutBit(bw, v != 0, p[1])) {
    409       p = res->prob[VP8EncBands[n]][0];
    410       continue;
    411     }
    412     if (!VP8PutBit(bw, v > 1, p[2])) {
    413       p = res->prob[VP8EncBands[n]][1];
    414     } else {
    415       if (!VP8PutBit(bw, v > 4, p[3])) {
    416         if (VP8PutBit(bw, v != 2, p[4]))
    417           VP8PutBit(bw, v == 4, p[5]);
    418       } else if (!VP8PutBit(bw, v > 10, p[6])) {
    419         if (!VP8PutBit(bw, v > 6, p[7])) {
    420           VP8PutBit(bw, v == 6, 159);
    421         } else {
    422           VP8PutBit(bw, v >= 9, 165);
    423           VP8PutBit(bw, !(v & 1), 145);
    424         }
    425       } else {
    426         int mask;
    427         const uint8_t* tab;
    428         if (v < 3 + (8 << 1)) {          // VP8Cat3  (3b)
    429           VP8PutBit(bw, 0, p[8]);
    430           VP8PutBit(bw, 0, p[9]);
    431           v -= 3 + (8 << 0);
    432           mask = 1 << 2;
    433           tab = VP8Cat3;
    434         } else if (v < 3 + (8 << 2)) {   // VP8Cat4  (4b)
    435           VP8PutBit(bw, 0, p[8]);
    436           VP8PutBit(bw, 1, p[9]);
    437           v -= 3 + (8 << 1);
    438           mask = 1 << 3;
    439           tab = VP8Cat4;
    440         } else if (v < 3 + (8 << 3)) {   // VP8Cat5  (5b)
    441           VP8PutBit(bw, 1, p[8]);
    442           VP8PutBit(bw, 0, p[10]);
    443           v -= 3 + (8 << 2);
    444           mask = 1 << 4;
    445           tab = VP8Cat5;
    446         } else {                         // VP8Cat6 (11b)
    447           VP8PutBit(bw, 1, p[8]);
    448           VP8PutBit(bw, 1, p[10]);
    449           v -= 3 + (8 << 3);
    450           mask = 1 << 10;
    451           tab = VP8Cat6;
    452         }
    453         while (mask) {
    454           VP8PutBit(bw, !!(v & mask), *tab++);
    455           mask >>= 1;
    456         }
    457       }
    458       p = res->prob[VP8EncBands[n]][2];
    459     }
    460     VP8PutBitUniform(bw, sign);
    461     if (n == 16 || !VP8PutBit(bw, n <= res->last, p[0])) {
    462       return 1;   // EOB
    463     }
    464   }
    465   return 1;
    466 }
    467 
    468 static void CodeResiduals(VP8BitWriter* const bw, VP8EncIterator* const it,
    469                           const VP8ModeScore* const rd) {
    470   int x, y, ch;
    471   VP8Residual res;
    472   uint64_t pos1, pos2, pos3;
    473   const int i16 = (it->mb_->type_ == 1);
    474   const int segment = it->mb_->segment_;
    475   VP8Encoder* const enc = it->enc_;
    476 
    477   VP8IteratorNzToBytes(it);
    478 
    479   pos1 = VP8BitWriterPos(bw);
    480   if (i16) {
    481     InitResidual(0, 1, enc, &res);
    482     SetResidualCoeffs(rd->y_dc_levels, &res);
    483     it->top_nz_[8] = it->left_nz_[8] =
    484       PutCoeffs(bw, it->top_nz_[8] + it->left_nz_[8], &res);
    485     InitResidual(1, 0, enc, &res);
    486   } else {
    487     InitResidual(0, 3, enc, &res);
    488   }
    489 
    490   // luma-AC
    491   for (y = 0; y < 4; ++y) {
    492     for (x = 0; x < 4; ++x) {
    493       const int ctx = it->top_nz_[x] + it->left_nz_[y];
    494       SetResidualCoeffs(rd->y_ac_levels[x + y * 4], &res);
    495       it->top_nz_[x] = it->left_nz_[y] = PutCoeffs(bw, ctx, &res);
    496     }
    497   }
    498   pos2 = VP8BitWriterPos(bw);
    499 
    500   // U/V
    501   InitResidual(0, 2, enc, &res);
    502   for (ch = 0; ch <= 2; ch += 2) {
    503     for (y = 0; y < 2; ++y) {
    504       for (x = 0; x < 2; ++x) {
    505         const int ctx = it->top_nz_[4 + ch + x] + it->left_nz_[4 + ch + y];
    506         SetResidualCoeffs(rd->uv_levels[ch * 2 + x + y * 2], &res);
    507         it->top_nz_[4 + ch + x] = it->left_nz_[4 + ch + y] =
    508             PutCoeffs(bw, ctx, &res);
    509       }
    510     }
    511   }
    512   pos3 = VP8BitWriterPos(bw);
    513   it->luma_bits_ = pos2 - pos1;
    514   it->uv_bits_ = pos3 - pos2;
    515   it->bit_count_[segment][i16] += it->luma_bits_;
    516   it->bit_count_[segment][2] += it->uv_bits_;
    517   VP8IteratorBytesToNz(it);
    518 }
    519 
    520 // Same as CodeResiduals, but doesn't actually write anything.
    521 // Instead, it just records the event distribution.
    522 static void RecordResiduals(VP8EncIterator* const it,
    523                             const VP8ModeScore* const rd) {
    524   int x, y, ch;
    525   VP8Residual res;
    526   VP8Encoder* const enc = it->enc_;
    527 
    528   VP8IteratorNzToBytes(it);
    529 
    530   if (it->mb_->type_ == 1) {   // i16x16
    531     InitResidual(0, 1, enc, &res);
    532     SetResidualCoeffs(rd->y_dc_levels, &res);
    533     it->top_nz_[8] = it->left_nz_[8] =
    534       RecordCoeffs(it->top_nz_[8] + it->left_nz_[8], &res);
    535     InitResidual(1, 0, enc, &res);
    536   } else {
    537     InitResidual(0, 3, enc, &res);
    538   }
    539 
    540   // luma-AC
    541   for (y = 0; y < 4; ++y) {
    542     for (x = 0; x < 4; ++x) {
    543       const int ctx = it->top_nz_[x] + it->left_nz_[y];
    544       SetResidualCoeffs(rd->y_ac_levels[x + y * 4], &res);
    545       it->top_nz_[x] = it->left_nz_[y] = RecordCoeffs(ctx, &res);
    546     }
    547   }
    548 
    549   // U/V
    550   InitResidual(0, 2, enc, &res);
    551   for (ch = 0; ch <= 2; ch += 2) {
    552     for (y = 0; y < 2; ++y) {
    553       for (x = 0; x < 2; ++x) {
    554         const int ctx = it->top_nz_[4 + ch + x] + it->left_nz_[4 + ch + y];
    555         SetResidualCoeffs(rd->uv_levels[ch * 2 + x + y * 2], &res);
    556         it->top_nz_[4 + ch + x] = it->left_nz_[4 + ch + y] =
    557             RecordCoeffs(ctx, &res);
    558       }
    559     }
    560   }
    561 
    562   VP8IteratorBytesToNz(it);
    563 }
    564 
    565 //------------------------------------------------------------------------------
    566 // Token buffer
    567 
    568 #if !defined(DISABLE_TOKEN_BUFFER)
    569 
    570 static void RecordTokens(VP8EncIterator* const it, const VP8ModeScore* const rd,
    571                          VP8TBuffer* const tokens) {
    572   int x, y, ch;
    573   VP8Residual res;
    574   VP8Encoder* const enc = it->enc_;
    575 
    576   VP8IteratorNzToBytes(it);
    577   if (it->mb_->type_ == 1) {   // i16x16
    578     const int ctx = it->top_nz_[8] + it->left_nz_[8];
    579     InitResidual(0, 1, enc, &res);
    580     SetResidualCoeffs(rd->y_dc_levels, &res);
    581     it->top_nz_[8] = it->left_nz_[8] =
    582         VP8RecordCoeffTokens(ctx, 1,
    583                              res.first, res.last, res.coeffs, tokens);
    584     RecordCoeffs(ctx, &res);
    585     InitResidual(1, 0, enc, &res);
    586   } else {
    587     InitResidual(0, 3, enc, &res);
    588   }
    589 
    590   // luma-AC
    591   for (y = 0; y < 4; ++y) {
    592     for (x = 0; x < 4; ++x) {
    593       const int ctx = it->top_nz_[x] + it->left_nz_[y];
    594       SetResidualCoeffs(rd->y_ac_levels[x + y * 4], &res);
    595       it->top_nz_[x] = it->left_nz_[y] =
    596           VP8RecordCoeffTokens(ctx, res.coeff_type,
    597                                res.first, res.last, res.coeffs, tokens);
    598       RecordCoeffs(ctx, &res);
    599     }
    600   }
    601 
    602   // U/V
    603   InitResidual(0, 2, enc, &res);
    604   for (ch = 0; ch <= 2; ch += 2) {
    605     for (y = 0; y < 2; ++y) {
    606       for (x = 0; x < 2; ++x) {
    607         const int ctx = it->top_nz_[4 + ch + x] + it->left_nz_[4 + ch + y];
    608         SetResidualCoeffs(rd->uv_levels[ch * 2 + x + y * 2], &res);
    609         it->top_nz_[4 + ch + x] = it->left_nz_[4 + ch + y] =
    610             VP8RecordCoeffTokens(ctx, 2,
    611                                  res.first, res.last, res.coeffs, tokens);
    612         RecordCoeffs(ctx, &res);
    613       }
    614     }
    615   }
    616   VP8IteratorBytesToNz(it);
    617 }
    618 
    619 #endif    // !DISABLE_TOKEN_BUFFER
    620 
    621 //------------------------------------------------------------------------------
    622 // ExtraInfo map / Debug function
    623 
    624 #if SEGMENT_VISU
    625 static void SetBlock(uint8_t* p, int value, int size) {
    626   int y;
    627   for (y = 0; y < size; ++y) {
    628     memset(p, value, size);
    629     p += BPS;
    630   }
    631 }
    632 #endif
    633 
    634 static void ResetSSE(VP8Encoder* const enc) {
    635   enc->sse_[0] = 0;
    636   enc->sse_[1] = 0;
    637   enc->sse_[2] = 0;
    638   // Note: enc->sse_[3] is managed by alpha.c
    639   enc->sse_count_ = 0;
    640 }
    641 
    642 static void StoreSSE(const VP8EncIterator* const it) {
    643   VP8Encoder* const enc = it->enc_;
    644   const uint8_t* const in = it->yuv_in_;
    645   const uint8_t* const out = it->yuv_out_;
    646   // Note: not totally accurate at boundary. And doesn't include in-loop filter.
    647   enc->sse_[0] += VP8SSE16x16(in + Y_OFF, out + Y_OFF);
    648   enc->sse_[1] += VP8SSE8x8(in + U_OFF, out + U_OFF);
    649   enc->sse_[2] += VP8SSE8x8(in + V_OFF, out + V_OFF);
    650   enc->sse_count_ += 16 * 16;
    651 }
    652 
    653 static void StoreSideInfo(const VP8EncIterator* const it) {
    654   VP8Encoder* const enc = it->enc_;
    655   const VP8MBInfo* const mb = it->mb_;
    656   WebPPicture* const pic = enc->pic_;
    657 
    658   if (pic->stats != NULL) {
    659     StoreSSE(it);
    660     enc->block_count_[0] += (mb->type_ == 0);
    661     enc->block_count_[1] += (mb->type_ == 1);
    662     enc->block_count_[2] += (mb->skip_ != 0);
    663   }
    664 
    665   if (pic->extra_info != NULL) {
    666     uint8_t* const info = &pic->extra_info[it->x_ + it->y_ * enc->mb_w_];
    667     switch (pic->extra_info_type) {
    668       case 1: *info = mb->type_; break;
    669       case 2: *info = mb->segment_; break;
    670       case 3: *info = enc->dqm_[mb->segment_].quant_; break;
    671       case 4: *info = (mb->type_ == 1) ? it->preds_[0] : 0xff; break;
    672       case 5: *info = mb->uv_mode_; break;
    673       case 6: {
    674         const int b = (int)((it->luma_bits_ + it->uv_bits_ + 7) >> 3);
    675         *info = (b > 255) ? 255 : b; break;
    676       }
    677       case 7: *info = mb->alpha_; break;
    678       default: *info = 0; break;
    679     };
    680   }
    681 #if SEGMENT_VISU  // visualize segments and prediction modes
    682   SetBlock(it->yuv_out_ + Y_OFF, mb->segment_ * 64, 16);
    683   SetBlock(it->yuv_out_ + U_OFF, it->preds_[0] * 64, 8);
    684   SetBlock(it->yuv_out_ + V_OFF, mb->uv_mode_ * 64, 8);
    685 #endif
    686 }
    687 
    688 //------------------------------------------------------------------------------
    689 //  StatLoop(): only collect statistics (number of skips, token usage, ...).
    690 //  This is used for deciding optimal probabilities. It also modifies the
    691 //  quantizer value if some target (size, PNSR) was specified.
    692 
    693 #define kHeaderSizeEstimate (15 + 20 + 10)      // TODO: fix better
    694 
    695 static void SetLoopParams(VP8Encoder* const enc, float q) {
    696   // Make sure the quality parameter is inside valid bounds
    697   if (q < 0.) {
    698     q = 0;
    699   } else if (q > 100.) {
    700     q = 100;
    701   }
    702 
    703   VP8SetSegmentParams(enc, q);      // setup segment quantizations and filters
    704   SetSegmentProbas(enc);            // compute segment probabilities
    705 
    706   ResetStats(enc);
    707   ResetTokenStats(enc);
    708 
    709   ResetSSE(enc);
    710 }
    711 
    712 static int OneStatPass(VP8Encoder* const enc, float q, VP8RDLevel rd_opt,
    713                        int nb_mbs, float* const PSNR, int percent_delta) {
    714   VP8EncIterator it;
    715   uint64_t size = 0;
    716   uint64_t distortion = 0;
    717   const uint64_t pixel_count = nb_mbs * 384;
    718 
    719   SetLoopParams(enc, q);
    720 
    721   VP8IteratorInit(enc, &it);
    722   do {
    723     VP8ModeScore info;
    724     VP8IteratorImport(&it);
    725     if (VP8Decimate(&it, &info, rd_opt)) {
    726       // Just record the number of skips and act like skip_proba is not used.
    727       enc->proba_.nb_skip_++;
    728     }
    729     RecordResiduals(&it, &info);
    730     size += info.R;
    731     distortion += info.D;
    732     if (percent_delta && !VP8IteratorProgress(&it, percent_delta))
    733       return 0;
    734   } while (VP8IteratorNext(&it, it.yuv_out_) && --nb_mbs > 0);
    735   size += FinalizeSkipProba(enc);
    736   size += FinalizeTokenProbas(&enc->proba_);
    737   size += enc->segment_hdr_.size_;
    738   size = ((size + 1024) >> 11) + kHeaderSizeEstimate;
    739 
    740   if (PSNR) {
    741     *PSNR = (float)(10.* log10(255. * 255. * pixel_count / distortion));
    742   }
    743   return (int)size;
    744 }
    745 
    746 // successive refinement increments.
    747 static const int dqs[] = { 20, 15, 10, 8, 6, 4, 2, 1, 0 };
    748 
    749 static int StatLoop(VP8Encoder* const enc) {
    750   const int method = enc->method_;
    751   const int do_search = enc->do_search_;
    752   const int fast_probe = ((method == 0 || method == 3) && !do_search);
    753   float q = enc->config_->quality;
    754   const int max_passes = enc->config_->pass;
    755   const int task_percent = 20;
    756   const int percent_per_pass = (task_percent + max_passes / 2) / max_passes;
    757   const int final_percent = enc->percent_ + task_percent;
    758   int pass;
    759   int nb_mbs;
    760 
    761   // Fast mode: quick analysis pass over few mbs. Better than nothing.
    762   nb_mbs = enc->mb_w_ * enc->mb_h_;
    763   if (fast_probe) {
    764     if (method == 3) {  // we need more stats for method 3 to be reliable.
    765       nb_mbs = (nb_mbs > 200) ? nb_mbs >> 1 : 100;
    766     } else {
    767       nb_mbs = (nb_mbs > 200) ? nb_mbs >> 2 : 50;
    768     }
    769   }
    770 
    771   // No target size: just do several pass without changing 'q'
    772   if (!do_search) {
    773     for (pass = 0; pass < max_passes; ++pass) {
    774       const VP8RDLevel rd_opt = (method >= 3) ? RD_OPT_BASIC : RD_OPT_NONE;
    775       if (!OneStatPass(enc, q, rd_opt, nb_mbs, NULL, percent_per_pass)) {
    776         return 0;
    777       }
    778     }
    779   } else {
    780     // binary search for a size close to target
    781     for (pass = 0; pass < max_passes && (dqs[pass] > 0); ++pass) {
    782       float PSNR;
    783       int criterion;
    784       const int size = OneStatPass(enc, q, RD_OPT_BASIC, nb_mbs, &PSNR,
    785                                    percent_per_pass);
    786 #if DEBUG_SEARCH
    787       printf("#%d size=%d PSNR=%.2f q=%.2f\n", pass, size, PSNR, q);
    788 #endif
    789       if (size == 0) return 0;
    790       if (enc->config_->target_PSNR > 0) {
    791         criterion = (PSNR < enc->config_->target_PSNR);
    792       } else {
    793         criterion = (size < enc->config_->target_size);
    794       }
    795       // dichotomize
    796       if (criterion) {
    797         q += dqs[pass];
    798       } else {
    799         q -= dqs[pass];
    800       }
    801     }
    802   }
    803   VP8CalculateLevelCosts(&enc->proba_);  // finalize costs
    804   return WebPReportProgress(enc->pic_, final_percent, &enc->percent_);
    805 }
    806 
    807 //------------------------------------------------------------------------------
    808 // Main loops
    809 //
    810 
    811 static const int kAverageBytesPerMB[8] = { 50, 24, 16, 9, 7, 5, 3, 2 };
    812 
    813 static int PreLoopInitialize(VP8Encoder* const enc) {
    814   int p;
    815   int ok = 1;
    816   const int average_bytes_per_MB = kAverageBytesPerMB[enc->base_quant_ >> 4];
    817   const int bytes_per_parts =
    818       enc->mb_w_ * enc->mb_h_ * average_bytes_per_MB / enc->num_parts_;
    819   // Initialize the bit-writers
    820   for (p = 0; ok && p < enc->num_parts_; ++p) {
    821     ok = VP8BitWriterInit(enc->parts_ + p, bytes_per_parts);
    822   }
    823   if (!ok) VP8EncFreeBitWriters(enc);  // malloc error occurred
    824   return ok;
    825 }
    826 
    827 static int PostLoopFinalize(VP8EncIterator* const it, int ok) {
    828   VP8Encoder* const enc = it->enc_;
    829   if (ok) {      // Finalize the partitions, check for extra errors.
    830     int p;
    831     for (p = 0; p < enc->num_parts_; ++p) {
    832       VP8BitWriterFinish(enc->parts_ + p);
    833       ok &= !enc->parts_[p].error_;
    834     }
    835   }
    836 
    837   if (ok) {      // All good. Finish up.
    838     if (enc->pic_->stats) {           // finalize byte counters...
    839       int i, s;
    840       for (i = 0; i <= 2; ++i) {
    841         for (s = 0; s < NUM_MB_SEGMENTS; ++s) {
    842           enc->residual_bytes_[i][s] = (int)((it->bit_count_[s][i] + 7) >> 3);
    843         }
    844       }
    845     }
    846     VP8AdjustFilterStrength(it);     // ...and store filter stats.
    847   } else {
    848     // Something bad happened -> need to do some memory cleanup.
    849     VP8EncFreeBitWriters(enc);
    850   }
    851   return ok;
    852 }
    853 
    854 //------------------------------------------------------------------------------
    855 //  VP8EncLoop(): does the final bitstream coding.
    856 
    857 static void ResetAfterSkip(VP8EncIterator* const it) {
    858   if (it->mb_->type_ == 1) {
    859     *it->nz_ = 0;  // reset all predictors
    860     it->left_nz_[8] = 0;
    861   } else {
    862     *it->nz_ &= (1 << 24);  // preserve the dc_nz bit
    863   }
    864 }
    865 
    866 int VP8EncLoop(VP8Encoder* const enc) {
    867   VP8EncIterator it;
    868   int ok = PreLoopInitialize(enc);
    869   if (!ok) return 0;
    870 
    871   StatLoop(enc);  // stats-collection loop
    872 
    873   VP8IteratorInit(enc, &it);
    874   VP8InitFilter(&it);
    875   do {
    876     VP8ModeScore info;
    877     const int dont_use_skip = !enc->proba_.use_skip_proba_;
    878     const VP8RDLevel rd_opt = enc->rd_opt_level_;
    879 
    880     VP8IteratorImport(&it);
    881     // Warning! order is important: first call VP8Decimate() and
    882     // *then* decide how to code the skip decision if there's one.
    883     if (!VP8Decimate(&it, &info, rd_opt) || dont_use_skip) {
    884       CodeResiduals(it.bw_, &it, &info);
    885     } else {   // reset predictors after a skip
    886       ResetAfterSkip(&it);
    887     }
    888 #ifdef WEBP_EXPERIMENTAL_FEATURES
    889     if (enc->use_layer_) {
    890       VP8EncCodeLayerBlock(&it);
    891     }
    892 #endif
    893     StoreSideInfo(&it);
    894     VP8StoreFilterStats(&it);
    895     VP8IteratorExport(&it);
    896     ok = VP8IteratorProgress(&it, 20);
    897   } while (ok && VP8IteratorNext(&it, it.yuv_out_));
    898 
    899   return PostLoopFinalize(&it, ok);
    900 }
    901 
    902 //------------------------------------------------------------------------------
    903 // Single pass using Token Buffer.
    904 
    905 #if !defined(DISABLE_TOKEN_BUFFER)
    906 
    907 #define MIN_COUNT 96   // minimum number of macroblocks before updating stats
    908 
    909 int VP8EncTokenLoop(VP8Encoder* const enc) {
    910   int ok;
    911   // Roughly refresh the proba height times per pass
    912   int max_count = (enc->mb_w_ * enc->mb_h_) >> 3;
    913   int cnt;
    914   VP8EncIterator it;
    915   VP8Proba* const proba = &enc->proba_;
    916   const VP8RDLevel rd_opt = enc->rd_opt_level_;
    917 
    918   if (max_count < MIN_COUNT) max_count = MIN_COUNT;
    919   cnt = max_count;
    920 
    921   assert(enc->num_parts_ == 1);
    922   assert(enc->use_tokens_);
    923   assert(proba->use_skip_proba_ == 0);
    924   assert(rd_opt >= RD_OPT_BASIC);   // otherwise, token-buffer won't be useful
    925   assert(!enc->do_search_);         // TODO(skal): handle pass and dichotomy
    926 
    927   SetLoopParams(enc, enc->config_->quality);
    928 
    929   ok = PreLoopInitialize(enc);
    930   if (!ok) return 0;
    931 
    932   VP8IteratorInit(enc, &it);
    933   VP8InitFilter(&it);
    934   do {
    935     VP8ModeScore info;
    936     VP8IteratorImport(&it);
    937     if (--cnt < 0) {
    938       FinalizeTokenProbas(proba);
    939       VP8CalculateLevelCosts(proba);  // refresh cost tables for rd-opt
    940       cnt = max_count;
    941     }
    942     VP8Decimate(&it, &info, rd_opt);
    943     RecordTokens(&it, &info, &enc->tokens_);
    944 #ifdef WEBP_EXPERIMENTAL_FEATURES
    945     if (enc->use_layer_) {
    946       VP8EncCodeLayerBlock(&it);
    947     }
    948 #endif
    949     StoreSideInfo(&it);
    950     VP8StoreFilterStats(&it);
    951     VP8IteratorExport(&it);
    952     ok = VP8IteratorProgress(&it, 20);
    953   } while (ok && VP8IteratorNext(&it, it.yuv_out_));
    954 
    955   ok = ok && WebPReportProgress(enc->pic_, enc->percent_ + 20, &enc->percent_);
    956 
    957   if (ok) {
    958     FinalizeTokenProbas(proba);
    959     ok = VP8EmitTokens(&enc->tokens_, enc->parts_ + 0,
    960                        (const uint8_t*)proba->coeffs_, 1);
    961   }
    962 
    963   return PostLoopFinalize(&it, ok);
    964 }
    965 
    966 #else
    967 
    968 int VP8EncTokenLoop(VP8Encoder* const enc) {
    969   (void)enc;
    970   return 0;   // we shouldn't be here.
    971 }
    972 
    973 #endif    // DISABLE_TOKEN_BUFFER
    974 
    975 //------------------------------------------------------------------------------
    976 
    977 #if defined(__cplusplus) || defined(c_plusplus)
    978 }    // extern "C"
    979 #endif
    980