go-libwebp

Experimental translation from libwebp to Go source.
Log | Files | Refs | README | LICENSE

lossless_enc_sse2.c (32857B)


      1 // Copyright 2015 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 // SSE2 variant of methods for lossless encoder
     11 //
     12 // Author: Skal (pascal.massimino@gmail.com)
     13 
     14 #include "src/dsp/dsp.h"
     15 
     16 #if defined(WEBP_USE_SSE2)
     17 #include <emmintrin.h>
     18 
     19 #include <assert.h>
     20 #include <string.h>
     21 
     22 #include "src/dsp/cpu.h"
     23 #include "src/dsp/lossless.h"
     24 #include "src/dsp/lossless_common.h"
     25 #include "src/utils/utils.h"
     26 #include "src/webp/format_constants.h"
     27 #include "src/webp/types.h"
     28 
     29 // For sign-extended multiplying constants, pre-shifted by 5:
     30 #define CST_5b(X)  (((int16_t)((uint16_t)(X) << 8)) >> 5)
     31 
     32 //------------------------------------------------------------------------------
     33 // Subtract-Green Transform
     34 
     35 static void SubtractGreenFromBlueAndRed_SSE2(uint32_t* argb_data,
     36                                              int num_pixels) {
     37   int i;
     38   for (i = 0; i + 4 <= num_pixels; i += 4) {
     39     const __m128i in = _mm_loadu_si128((__m128i*)&argb_data[i]); // argb
     40     const __m128i A = _mm_srli_epi16(in, 8);     // 0 a 0 g
     41     const __m128i B = _mm_shufflelo_epi16(A, _MM_SHUFFLE(2, 2, 0, 0));
     42     const __m128i C = _mm_shufflehi_epi16(B, _MM_SHUFFLE(2, 2, 0, 0));  // 0g0g
     43     const __m128i out = _mm_sub_epi8(in, C);
     44     _mm_storeu_si128((__m128i*)&argb_data[i], out);
     45   }
     46   // fallthrough and finish off with plain-C
     47   if (i != num_pixels) {
     48     VP8LSubtractGreenFromBlueAndRed_C(argb_data + i, num_pixels - i);
     49   }
     50 }
     51 
     52 //------------------------------------------------------------------------------
     53 // Color Transform
     54 
     55 #define MK_CST_16(HI, LO) \
     56   _mm_set1_epi32((int)(((uint32_t)(HI) << 16) | ((LO) & 0xffff)))
     57 
     58 static void TransformColor_SSE2(const VP8LMultipliers* WEBP_RESTRICT const m,
     59                                 uint32_t* WEBP_RESTRICT argb_data,
     60                                 int num_pixels) {
     61   const __m128i mults_rb = MK_CST_16(CST_5b(m->green_to_red),
     62                                      CST_5b(m->green_to_blue));
     63   const __m128i mults_b2 = MK_CST_16(CST_5b(m->red_to_blue), 0);
     64   const __m128i mask_ag = _mm_set1_epi32((int)0xff00ff00);  // alpha-green masks
     65   const __m128i mask_rb = _mm_set1_epi32(0x00ff00ff);       // red-blue masks
     66   int i;
     67   for (i = 0; i + 4 <= num_pixels; i += 4) {
     68     const __m128i in = _mm_loadu_si128((__m128i*)&argb_data[i]); // argb
     69     const __m128i A = _mm_and_si128(in, mask_ag);     // a   0   g   0
     70     const __m128i B = _mm_shufflelo_epi16(A, _MM_SHUFFLE(2, 2, 0, 0));
     71     const __m128i C = _mm_shufflehi_epi16(B, _MM_SHUFFLE(2, 2, 0, 0));  // g0g0
     72     const __m128i D = _mm_mulhi_epi16(C, mults_rb);    // x dr  x db1
     73     const __m128i E = _mm_slli_epi16(in, 8);           // r 0   b   0
     74     const __m128i F = _mm_mulhi_epi16(E, mults_b2);    // x db2 0   0
     75     const __m128i G = _mm_srli_epi32(F, 16);           // 0 0   x db2
     76     const __m128i H = _mm_add_epi8(G, D);              // x dr  x  db
     77     const __m128i I = _mm_and_si128(H, mask_rb);       // 0 dr  0  db
     78     const __m128i out = _mm_sub_epi8(in, I);
     79     _mm_storeu_si128((__m128i*)&argb_data[i], out);
     80   }
     81   // fallthrough and finish off with plain-C
     82   if (i != num_pixels) {
     83     VP8LTransformColor_C(m, argb_data + i, num_pixels - i);
     84   }
     85 }
     86 
     87 //------------------------------------------------------------------------------
     88 #define SPAN 8
     89 static void CollectColorBlueTransforms_SSE2(const uint32_t* WEBP_RESTRICT argb,
     90                                             int stride,
     91                                             int tile_width, int tile_height,
     92                                             int green_to_blue, int red_to_blue,
     93                                             uint32_t histo[]) {
     94   const __m128i mults_r = MK_CST_16(CST_5b(red_to_blue), 0);
     95   const __m128i mults_g = MK_CST_16(0, CST_5b(green_to_blue));
     96   const __m128i mask_g = _mm_set1_epi32(0x00ff00);  // green mask
     97   const __m128i mask_b = _mm_set1_epi32(0x0000ff);  // blue mask
     98   int y;
     99   for (y = 0; y < tile_height; ++y) {
    100     const uint32_t* const src = argb + y * stride;
    101     int i, x;
    102     for (x = 0; x + SPAN <= tile_width; x += SPAN) {
    103       uint16_t values[SPAN];
    104       const __m128i in0 = _mm_loadu_si128((__m128i*)&src[x +        0]);
    105       const __m128i in1 = _mm_loadu_si128((__m128i*)&src[x + SPAN / 2]);
    106       const __m128i A0 = _mm_slli_epi16(in0, 8);        // r 0  | b 0
    107       const __m128i A1 = _mm_slli_epi16(in1, 8);
    108       const __m128i B0 = _mm_and_si128(in0, mask_g);    // 0 0  | g 0
    109       const __m128i B1 = _mm_and_si128(in1, mask_g);
    110       const __m128i C0 = _mm_mulhi_epi16(A0, mults_r);  // x db | 0 0
    111       const __m128i C1 = _mm_mulhi_epi16(A1, mults_r);
    112       const __m128i D0 = _mm_mulhi_epi16(B0, mults_g);  // 0 0  | x db
    113       const __m128i D1 = _mm_mulhi_epi16(B1, mults_g);
    114       const __m128i E0 = _mm_sub_epi8(in0, D0);         // x x  | x b'
    115       const __m128i E1 = _mm_sub_epi8(in1, D1);
    116       const __m128i F0 = _mm_srli_epi32(C0, 16);        // 0 0  | x db
    117       const __m128i F1 = _mm_srli_epi32(C1, 16);
    118       const __m128i G0 = _mm_sub_epi8(E0, F0);          // 0 0  | x b'
    119       const __m128i G1 = _mm_sub_epi8(E1, F1);
    120       const __m128i H0 = _mm_and_si128(G0, mask_b);     // 0 0  | 0 b
    121       const __m128i H1 = _mm_and_si128(G1, mask_b);
    122       const __m128i I = _mm_packs_epi32(H0, H1);        // 0 b' | 0 b'
    123       _mm_storeu_si128((__m128i*)values, I);
    124       for (i = 0; i < SPAN; ++i) ++histo[values[i]];
    125     }
    126   }
    127   {
    128     const int left_over = tile_width & (SPAN - 1);
    129     if (left_over > 0) {
    130       VP8LCollectColorBlueTransforms_C(argb + tile_width - left_over, stride,
    131                                        left_over, tile_height,
    132                                        green_to_blue, red_to_blue, histo);
    133     }
    134   }
    135 }
    136 
    137 static void CollectColorRedTransforms_SSE2(const uint32_t* WEBP_RESTRICT argb,
    138                                            int stride,
    139                                            int tile_width, int tile_height,
    140                                            int green_to_red, uint32_t histo[]) {
    141   const __m128i mults_g = MK_CST_16(0, CST_5b(green_to_red));
    142   const __m128i mask_g = _mm_set1_epi32(0x00ff00);  // green mask
    143   const __m128i mask = _mm_set1_epi32(0xff);
    144 
    145   int y;
    146   for (y = 0; y < tile_height; ++y) {
    147     const uint32_t* const src = argb + y * stride;
    148     int i, x;
    149     for (x = 0; x + SPAN <= tile_width; x += SPAN) {
    150       uint16_t values[SPAN];
    151       const __m128i in0 = _mm_loadu_si128((__m128i*)&src[x +        0]);
    152       const __m128i in1 = _mm_loadu_si128((__m128i*)&src[x + SPAN / 2]);
    153       const __m128i A0 = _mm_and_si128(in0, mask_g);    // 0 0  | g 0
    154       const __m128i A1 = _mm_and_si128(in1, mask_g);
    155       const __m128i B0 = _mm_srli_epi32(in0, 16);       // 0 0  | x r
    156       const __m128i B1 = _mm_srli_epi32(in1, 16);
    157       const __m128i C0 = _mm_mulhi_epi16(A0, mults_g);  // 0 0  | x dr
    158       const __m128i C1 = _mm_mulhi_epi16(A1, mults_g);
    159       const __m128i E0 = _mm_sub_epi8(B0, C0);          // x x  | x r'
    160       const __m128i E1 = _mm_sub_epi8(B1, C1);
    161       const __m128i F0 = _mm_and_si128(E0, mask);       // 0 0  | 0 r'
    162       const __m128i F1 = _mm_and_si128(E1, mask);
    163       const __m128i I = _mm_packs_epi32(F0, F1);
    164       _mm_storeu_si128((__m128i*)values, I);
    165       for (i = 0; i < SPAN; ++i) ++histo[values[i]];
    166     }
    167   }
    168   {
    169     const int left_over = tile_width & (SPAN - 1);
    170     if (left_over > 0) {
    171       VP8LCollectColorRedTransforms_C(argb + tile_width - left_over, stride,
    172                                       left_over, tile_height,
    173                                       green_to_red, histo);
    174     }
    175   }
    176 }
    177 #undef SPAN
    178 #undef MK_CST_16
    179 
    180 //------------------------------------------------------------------------------
    181 
    182 // Note we are adding uint32_t's as *signed* int32's (using _mm_add_epi32). But
    183 // that's ok since the histogram values are less than 1<<28 (max picture size).
    184 static void AddVector_SSE2(const uint32_t* WEBP_RESTRICT a,
    185                            const uint32_t* WEBP_RESTRICT b,
    186                            uint32_t* WEBP_RESTRICT out, int size) {
    187   int i = 0;
    188   int aligned_size = size & ~15;
    189   // Size is, at minimum, NUM_DISTANCE_CODES (40) and may be as large as
    190   // NUM_LITERAL_CODES (256) + NUM_LENGTH_CODES (24) + (0 or a non-zero power of
    191   // 2). See the usage in VP8LHistogramAdd().
    192   assert(size >= 16);
    193   assert(size % 2 == 0);
    194 
    195   do {
    196     const __m128i a0 = _mm_loadu_si128((const __m128i*)&a[i +  0]);
    197     const __m128i a1 = _mm_loadu_si128((const __m128i*)&a[i +  4]);
    198     const __m128i a2 = _mm_loadu_si128((const __m128i*)&a[i +  8]);
    199     const __m128i a3 = _mm_loadu_si128((const __m128i*)&a[i + 12]);
    200     const __m128i b0 = _mm_loadu_si128((const __m128i*)&b[i +  0]);
    201     const __m128i b1 = _mm_loadu_si128((const __m128i*)&b[i +  4]);
    202     const __m128i b2 = _mm_loadu_si128((const __m128i*)&b[i +  8]);
    203     const __m128i b3 = _mm_loadu_si128((const __m128i*)&b[i + 12]);
    204     _mm_storeu_si128((__m128i*)&out[i +  0], _mm_add_epi32(a0, b0));
    205     _mm_storeu_si128((__m128i*)&out[i +  4], _mm_add_epi32(a1, b1));
    206     _mm_storeu_si128((__m128i*)&out[i +  8], _mm_add_epi32(a2, b2));
    207     _mm_storeu_si128((__m128i*)&out[i + 12], _mm_add_epi32(a3, b3));
    208     i += 16;
    209   } while (i != aligned_size);
    210 
    211   if ((size & 8) != 0) {
    212     const __m128i a0 = _mm_loadu_si128((const __m128i*)&a[i + 0]);
    213     const __m128i a1 = _mm_loadu_si128((const __m128i*)&a[i + 4]);
    214     const __m128i b0 = _mm_loadu_si128((const __m128i*)&b[i + 0]);
    215     const __m128i b1 = _mm_loadu_si128((const __m128i*)&b[i + 4]);
    216     _mm_storeu_si128((__m128i*)&out[i + 0], _mm_add_epi32(a0, b0));
    217     _mm_storeu_si128((__m128i*)&out[i + 4], _mm_add_epi32(a1, b1));
    218     i += 8;
    219   }
    220 
    221   size &= 7;
    222   if (size == 4) {
    223     const __m128i a0 = _mm_loadu_si128((const __m128i*)&a[i]);
    224     const __m128i b0 = _mm_loadu_si128((const __m128i*)&b[i]);
    225     _mm_storeu_si128((__m128i*)&out[i], _mm_add_epi32(a0, b0));
    226   } else if (size == 2) {
    227     const __m128i a0 = _mm_loadl_epi64((const __m128i*)&a[i]);
    228     const __m128i b0 = _mm_loadl_epi64((const __m128i*)&b[i]);
    229     _mm_storel_epi64((__m128i*)&out[i], _mm_add_epi32(a0, b0));
    230   }
    231 }
    232 
    233 static void AddVectorEq_SSE2(const uint32_t* WEBP_RESTRICT a,
    234                              uint32_t* WEBP_RESTRICT out, int size) {
    235   int i = 0;
    236   int aligned_size = size & ~15;
    237   // Size is, at minimum, NUM_DISTANCE_CODES (40) and may be as large as
    238   // NUM_LITERAL_CODES (256) + NUM_LENGTH_CODES (24) + (0 or a non-zero power of
    239   // 2). See the usage in VP8LHistogramAdd().
    240   assert(size >= 16);
    241   assert(size % 2 == 0);
    242 
    243   do {
    244     const __m128i a0 = _mm_loadu_si128((const __m128i*)&a[i +  0]);
    245     const __m128i a1 = _mm_loadu_si128((const __m128i*)&a[i +  4]);
    246     const __m128i a2 = _mm_loadu_si128((const __m128i*)&a[i +  8]);
    247     const __m128i a3 = _mm_loadu_si128((const __m128i*)&a[i + 12]);
    248     const __m128i b0 = _mm_loadu_si128((const __m128i*)&out[i +  0]);
    249     const __m128i b1 = _mm_loadu_si128((const __m128i*)&out[i +  4]);
    250     const __m128i b2 = _mm_loadu_si128((const __m128i*)&out[i +  8]);
    251     const __m128i b3 = _mm_loadu_si128((const __m128i*)&out[i + 12]);
    252     _mm_storeu_si128((__m128i*)&out[i +  0], _mm_add_epi32(a0, b0));
    253     _mm_storeu_si128((__m128i*)&out[i +  4], _mm_add_epi32(a1, b1));
    254     _mm_storeu_si128((__m128i*)&out[i +  8], _mm_add_epi32(a2, b2));
    255     _mm_storeu_si128((__m128i*)&out[i + 12], _mm_add_epi32(a3, b3));
    256     i += 16;
    257   } while (i != aligned_size);
    258 
    259   if ((size & 8) != 0) {
    260     const __m128i a0 = _mm_loadu_si128((const __m128i*)&a[i + 0]);
    261     const __m128i a1 = _mm_loadu_si128((const __m128i*)&a[i + 4]);
    262     const __m128i b0 = _mm_loadu_si128((const __m128i*)&out[i + 0]);
    263     const __m128i b1 = _mm_loadu_si128((const __m128i*)&out[i + 4]);
    264     _mm_storeu_si128((__m128i*)&out[i + 0], _mm_add_epi32(a0, b0));
    265     _mm_storeu_si128((__m128i*)&out[i + 4], _mm_add_epi32(a1, b1));
    266     i += 8;
    267   }
    268 
    269   size &= 7;
    270   if (size == 4) {
    271     const __m128i a0 = _mm_loadu_si128((const __m128i*)&a[i]);
    272     const __m128i b0 = _mm_loadu_si128((const __m128i*)&out[i]);
    273     _mm_storeu_si128((__m128i*)&out[i], _mm_add_epi32(a0, b0));
    274   } else if (size == 2) {
    275     const __m128i a0 = _mm_loadl_epi64((const __m128i*)&a[i]);
    276     const __m128i b0 = _mm_loadl_epi64((const __m128i*)&out[i]);
    277     _mm_storel_epi64((__m128i*)&out[i], _mm_add_epi32(a0, b0));
    278   }
    279 }
    280 
    281 //------------------------------------------------------------------------------
    282 // Entropy
    283 
    284 #if !defined(WEBP_HAVE_SLOW_CLZ_CTZ)
    285 
    286 static uint64_t CombinedShannonEntropy_SSE2(const uint32_t X[256],
    287                                             const uint32_t Y[256]) {
    288   int i;
    289   uint64_t retval = 0;
    290   uint32_t sumX = 0, sumXY = 0;
    291   const __m128i zero = _mm_setzero_si128();
    292 
    293   for (i = 0; i < 256; i += 16) {
    294     const __m128i x0 = _mm_loadu_si128((const __m128i*)(X + i +  0));
    295     const __m128i y0 = _mm_loadu_si128((const __m128i*)(Y + i +  0));
    296     const __m128i x1 = _mm_loadu_si128((const __m128i*)(X + i +  4));
    297     const __m128i y1 = _mm_loadu_si128((const __m128i*)(Y + i +  4));
    298     const __m128i x2 = _mm_loadu_si128((const __m128i*)(X + i +  8));
    299     const __m128i y2 = _mm_loadu_si128((const __m128i*)(Y + i +  8));
    300     const __m128i x3 = _mm_loadu_si128((const __m128i*)(X + i + 12));
    301     const __m128i y3 = _mm_loadu_si128((const __m128i*)(Y + i + 12));
    302     const __m128i x4 = _mm_packs_epi16(_mm_packs_epi32(x0, x1),
    303                                        _mm_packs_epi32(x2, x3));
    304     const __m128i y4 = _mm_packs_epi16(_mm_packs_epi32(y0, y1),
    305                                        _mm_packs_epi32(y2, y3));
    306     const int32_t mx = _mm_movemask_epi8(_mm_cmpgt_epi8(x4, zero));
    307     int32_t my = _mm_movemask_epi8(_mm_cmpgt_epi8(y4, zero)) | mx;
    308     while (my) {
    309       const int32_t j = BitsCtz(my);
    310       uint32_t xy;
    311       if ((mx >> j) & 1) {
    312         const int x = X[i + j];
    313         sumXY += x;
    314         retval += VP8LFastSLog2(x);
    315       }
    316       xy = X[i + j] + Y[i + j];
    317       sumX += xy;
    318       retval += VP8LFastSLog2(xy);
    319       my &= my - 1;
    320     }
    321   }
    322   retval = VP8LFastSLog2(sumX) + VP8LFastSLog2(sumXY) - retval;
    323   return retval;
    324 }
    325 
    326 #else
    327 
    328 #define DONT_USE_COMBINED_SHANNON_ENTROPY_SSE2_FUNC   // won't be faster
    329 
    330 #endif
    331 
    332 //------------------------------------------------------------------------------
    333 
    334 static int VectorMismatch_SSE2(const uint32_t* const array1,
    335                                const uint32_t* const array2, int length) {
    336   int match_len;
    337 
    338   if (length >= 12) {
    339     __m128i A0 = _mm_loadu_si128((const __m128i*)&array1[0]);
    340     __m128i A1 = _mm_loadu_si128((const __m128i*)&array2[0]);
    341     match_len = 0;
    342     do {
    343       // Loop unrolling and early load both provide a speedup of 10% for the
    344       // current function. Also, max_limit can be MAX_LENGTH=4096 at most.
    345       const __m128i cmpA = _mm_cmpeq_epi32(A0, A1);
    346       const __m128i B0 =
    347           _mm_loadu_si128((const __m128i*)&array1[match_len + 4]);
    348       const __m128i B1 =
    349           _mm_loadu_si128((const __m128i*)&array2[match_len + 4]);
    350       if (_mm_movemask_epi8(cmpA) != 0xffff) break;
    351       match_len += 4;
    352 
    353       {
    354         const __m128i cmpB = _mm_cmpeq_epi32(B0, B1);
    355         A0 = _mm_loadu_si128((const __m128i*)&array1[match_len + 4]);
    356         A1 = _mm_loadu_si128((const __m128i*)&array2[match_len + 4]);
    357         if (_mm_movemask_epi8(cmpB) != 0xffff) break;
    358         match_len += 4;
    359       }
    360     } while (match_len + 12 < length);
    361   } else {
    362     match_len = 0;
    363     // Unroll the potential first two loops.
    364     if (length >= 4 &&
    365         _mm_movemask_epi8(_mm_cmpeq_epi32(
    366             _mm_loadu_si128((const __m128i*)&array1[0]),
    367             _mm_loadu_si128((const __m128i*)&array2[0]))) == 0xffff) {
    368       match_len = 4;
    369       if (length >= 8 &&
    370           _mm_movemask_epi8(_mm_cmpeq_epi32(
    371               _mm_loadu_si128((const __m128i*)&array1[4]),
    372               _mm_loadu_si128((const __m128i*)&array2[4]))) == 0xffff) {
    373         match_len = 8;
    374       }
    375     }
    376   }
    377 
    378   while (match_len < length && array1[match_len] == array2[match_len]) {
    379     ++match_len;
    380   }
    381   return match_len;
    382 }
    383 
    384 // Bundles multiple (1, 2, 4 or 8) pixels into a single pixel.
    385 static void BundleColorMap_SSE2(const uint8_t* WEBP_RESTRICT const row,
    386                                 int width, int xbits,
    387                                 uint32_t* WEBP_RESTRICT dst) {
    388   int x;
    389   assert(xbits >= 0);
    390   assert(xbits <= 3);
    391   switch (xbits) {
    392     case 0: {
    393       const __m128i ff = _mm_set1_epi16((short)0xff00);
    394       const __m128i zero = _mm_setzero_si128();
    395       // Store 0xff000000 | (row[x] << 8).
    396       for (x = 0; x + 16 <= width; x += 16, dst += 16) {
    397         const __m128i in = _mm_loadu_si128((const __m128i*)&row[x]);
    398         const __m128i in_lo = _mm_unpacklo_epi8(zero, in);
    399         const __m128i dst0 = _mm_unpacklo_epi16(in_lo, ff);
    400         const __m128i dst1 = _mm_unpackhi_epi16(in_lo, ff);
    401         const __m128i in_hi = _mm_unpackhi_epi8(zero, in);
    402         const __m128i dst2 = _mm_unpacklo_epi16(in_hi, ff);
    403         const __m128i dst3 = _mm_unpackhi_epi16(in_hi, ff);
    404         _mm_storeu_si128((__m128i*)&dst[0], dst0);
    405         _mm_storeu_si128((__m128i*)&dst[4], dst1);
    406         _mm_storeu_si128((__m128i*)&dst[8], dst2);
    407         _mm_storeu_si128((__m128i*)&dst[12], dst3);
    408       }
    409       break;
    410     }
    411     case 1: {
    412       const __m128i ff = _mm_set1_epi16((short)0xff00);
    413       const __m128i mul = _mm_set1_epi16(0x110);
    414       for (x = 0; x + 16 <= width; x += 16, dst += 8) {
    415         // 0a0b | (where a/b are 4 bits).
    416         const __m128i in = _mm_loadu_si128((const __m128i*)&row[x]);
    417         const __m128i tmp = _mm_mullo_epi16(in, mul);  // aba0
    418         const __m128i pack = _mm_and_si128(tmp, ff);   // ab00
    419         const __m128i dst0 = _mm_unpacklo_epi16(pack, ff);
    420         const __m128i dst1 = _mm_unpackhi_epi16(pack, ff);
    421         _mm_storeu_si128((__m128i*)&dst[0], dst0);
    422         _mm_storeu_si128((__m128i*)&dst[4], dst1);
    423       }
    424       break;
    425     }
    426     case 2: {
    427       const __m128i mask_or = _mm_set1_epi32((int)0xff000000);
    428       const __m128i mul_cst = _mm_set1_epi16(0x0104);
    429       const __m128i mask_mul = _mm_set1_epi16(0x0f00);
    430       for (x = 0; x + 16 <= width; x += 16, dst += 4) {
    431         // 000a000b000c000d | (where a/b/c/d are 2 bits).
    432         const __m128i in = _mm_loadu_si128((const __m128i*)&row[x]);
    433         const __m128i mul = _mm_mullo_epi16(in, mul_cst);  // 00ab00b000cd00d0
    434         const __m128i tmp = _mm_and_si128(mul, mask_mul);  // 00ab000000cd0000
    435         const __m128i shift = _mm_srli_epi32(tmp, 12);     // 00000000ab000000
    436         const __m128i pack = _mm_or_si128(shift, tmp);     // 00000000abcd0000
    437         // Convert to 0xff00**00.
    438         const __m128i res = _mm_or_si128(pack, mask_or);
    439         _mm_storeu_si128((__m128i*)dst, res);
    440       }
    441       break;
    442     }
    443     default: {
    444       assert(xbits == 3);
    445       for (x = 0; x + 16 <= width; x += 16, dst += 2) {
    446         // 0000000a00000000b... | (where a/b are 1 bit).
    447         const __m128i in = _mm_loadu_si128((const __m128i*)&row[x]);
    448         const __m128i shift = _mm_slli_epi64(in, 7);
    449         const uint32_t move = _mm_movemask_epi8(shift);
    450         dst[0] = 0xff000000 | ((move & 0xff) << 8);
    451         dst[1] = 0xff000000 | (move & 0xff00);
    452       }
    453       break;
    454     }
    455   }
    456   if (x != width) {
    457     VP8LBundleColorMap_C(row + x, width - x, xbits, dst);
    458   }
    459 }
    460 
    461 //------------------------------------------------------------------------------
    462 // Batch version of Predictor Transform subtraction
    463 
    464 static WEBP_INLINE void Average2_m128i(const __m128i* const a0,
    465                                        const __m128i* const a1,
    466                                        __m128i* const avg) {
    467   // (a + b) >> 1 = ((a + b + 1) >> 1) - ((a ^ b) & 1)
    468   const __m128i ones = _mm_set1_epi8(1);
    469   const __m128i avg1 = _mm_avg_epu8(*a0, *a1);
    470   const __m128i one = _mm_and_si128(_mm_xor_si128(*a0, *a1), ones);
    471   *avg = _mm_sub_epi8(avg1, one);
    472 }
    473 
    474 // Predictor0: ARGB_BLACK.
    475 static void PredictorSub0_SSE2(const uint32_t* in, const uint32_t* upper,
    476                                int num_pixels, uint32_t* WEBP_RESTRICT out) {
    477   int i;
    478   const __m128i black = _mm_set1_epi32((int)ARGB_BLACK);
    479   for (i = 0; i + 4 <= num_pixels; i += 4) {
    480     const __m128i src = _mm_loadu_si128((const __m128i*)&in[i]);
    481     const __m128i res = _mm_sub_epi8(src, black);
    482     _mm_storeu_si128((__m128i*)&out[i], res);
    483   }
    484   if (i != num_pixels) {
    485     VP8LPredictorsSub_C[0](in + i, NULL, num_pixels - i, out + i);
    486   }
    487   (void)upper;
    488 }
    489 
    490 #define GENERATE_PREDICTOR_1(X, IN)                                         \
    491   static void PredictorSub##X##_SSE2(const uint32_t* const in,              \
    492                                      const uint32_t* const upper,           \
    493                                      int num_pixels,                        \
    494                                      uint32_t* WEBP_RESTRICT const out) {   \
    495     int i;                                                                  \
    496     for (i = 0; i + 4 <= num_pixels; i += 4) {                              \
    497       const __m128i src = _mm_loadu_si128((const __m128i*)&in[i]);          \
    498       const __m128i pred = _mm_loadu_si128((const __m128i*)&(IN));          \
    499       const __m128i res = _mm_sub_epi8(src, pred);                          \
    500       _mm_storeu_si128((__m128i*)&out[i], res);                             \
    501     }                                                                       \
    502     if (i != num_pixels) {                                                  \
    503       VP8LPredictorsSub_C[(X)](in + i, WEBP_OFFSET_PTR(upper, i),           \
    504                                num_pixels - i, out + i);                    \
    505     }                                                                       \
    506   }
    507 
    508 GENERATE_PREDICTOR_1(1, in[i - 1])       // Predictor1: L
    509 GENERATE_PREDICTOR_1(2, upper[i])        // Predictor2: T
    510 GENERATE_PREDICTOR_1(3, upper[i + 1])    // Predictor3: TR
    511 GENERATE_PREDICTOR_1(4, upper[i - 1])    // Predictor4: TL
    512 #undef GENERATE_PREDICTOR_1
    513 
    514 // Predictor5: avg2(avg2(L, TR), T)
    515 static void PredictorSub5_SSE2(const uint32_t* in, const uint32_t* upper,
    516                                int num_pixels, uint32_t* WEBP_RESTRICT out) {
    517   int i;
    518   for (i = 0; i + 4 <= num_pixels; i += 4) {
    519     const __m128i L = _mm_loadu_si128((const __m128i*)&in[i - 1]);
    520     const __m128i T = _mm_loadu_si128((const __m128i*)&upper[i]);
    521     const __m128i TR = _mm_loadu_si128((const __m128i*)&upper[i + 1]);
    522     const __m128i src = _mm_loadu_si128((const __m128i*)&in[i]);
    523     __m128i avg, pred, res;
    524     Average2_m128i(&L, &TR, &avg);
    525     Average2_m128i(&avg, &T, &pred);
    526     res = _mm_sub_epi8(src, pred);
    527     _mm_storeu_si128((__m128i*)&out[i], res);
    528   }
    529   if (i != num_pixels) {
    530     VP8LPredictorsSub_C[5](in + i, upper + i, num_pixels - i, out + i);
    531   }
    532 }
    533 
    534 #define GENERATE_PREDICTOR_2(X, A, B)                                         \
    535 static void PredictorSub##X##_SSE2(const uint32_t* in, const uint32_t* upper, \
    536                                    int num_pixels,                            \
    537                                    uint32_t* WEBP_RESTRICT out) {             \
    538   int i;                                                                      \
    539   for (i = 0; i + 4 <= num_pixels; i += 4) {                                  \
    540     const __m128i tA = _mm_loadu_si128((const __m128i*)&(A));                 \
    541     const __m128i tB = _mm_loadu_si128((const __m128i*)&(B));                 \
    542     const __m128i src = _mm_loadu_si128((const __m128i*)&in[i]);              \
    543     __m128i pred, res;                                                        \
    544     Average2_m128i(&tA, &tB, &pred);                                          \
    545     res = _mm_sub_epi8(src, pred);                                            \
    546     _mm_storeu_si128((__m128i*)&out[i], res);                                 \
    547   }                                                                           \
    548   if (i != num_pixels) {                                                      \
    549     VP8LPredictorsSub_C[(X)](in + i, upper + i, num_pixels - i, out + i);     \
    550   }                                                                           \
    551 }
    552 
    553 GENERATE_PREDICTOR_2(6, in[i - 1], upper[i - 1])   // Predictor6: avg(L, TL)
    554 GENERATE_PREDICTOR_2(7, in[i - 1], upper[i])       // Predictor7: avg(L, T)
    555 GENERATE_PREDICTOR_2(8, upper[i - 1], upper[i])    // Predictor8: avg(TL, T)
    556 GENERATE_PREDICTOR_2(9, upper[i], upper[i + 1])    // Predictor9: average(T, TR)
    557 #undef GENERATE_PREDICTOR_2
    558 
    559 // Predictor10: avg(avg(L,TL), avg(T, TR)).
    560 static void PredictorSub10_SSE2(const uint32_t* in, const uint32_t* upper,
    561                                 int num_pixels, uint32_t* WEBP_RESTRICT out) {
    562   int i;
    563   for (i = 0; i + 4 <= num_pixels; i += 4) {
    564     const __m128i L = _mm_loadu_si128((const __m128i*)&in[i - 1]);
    565     const __m128i src = _mm_loadu_si128((const __m128i*)&in[i]);
    566     const __m128i TL = _mm_loadu_si128((const __m128i*)&upper[i - 1]);
    567     const __m128i T = _mm_loadu_si128((const __m128i*)&upper[i]);
    568     const __m128i TR = _mm_loadu_si128((const __m128i*)&upper[i + 1]);
    569     __m128i avgTTR, avgLTL, avg, res;
    570     Average2_m128i(&T, &TR, &avgTTR);
    571     Average2_m128i(&L, &TL, &avgLTL);
    572     Average2_m128i(&avgTTR, &avgLTL, &avg);
    573     res = _mm_sub_epi8(src, avg);
    574     _mm_storeu_si128((__m128i*)&out[i], res);
    575   }
    576   if (i != num_pixels) {
    577     VP8LPredictorsSub_C[10](in + i, upper + i, num_pixels - i, out + i);
    578   }
    579 }
    580 
    581 // Predictor11: select.
    582 static void GetSumAbsDiff32_SSE2(const __m128i* const A, const __m128i* const B,
    583                                  __m128i* const out) {
    584   // We can unpack with any value on the upper 32 bits, provided it's the same
    585   // on both operands (to that their sum of abs diff is zero). Here we use *A.
    586   const __m128i A_lo = _mm_unpacklo_epi32(*A, *A);
    587   const __m128i B_lo = _mm_unpacklo_epi32(*B, *A);
    588   const __m128i A_hi = _mm_unpackhi_epi32(*A, *A);
    589   const __m128i B_hi = _mm_unpackhi_epi32(*B, *A);
    590   const __m128i s_lo = _mm_sad_epu8(A_lo, B_lo);
    591   const __m128i s_hi = _mm_sad_epu8(A_hi, B_hi);
    592   *out = _mm_packs_epi32(s_lo, s_hi);
    593 }
    594 
    595 static void PredictorSub11_SSE2(const uint32_t* in, const uint32_t* upper,
    596                                 int num_pixels, uint32_t* WEBP_RESTRICT out) {
    597   int i;
    598   for (i = 0; i + 4 <= num_pixels; i += 4) {
    599     const __m128i L = _mm_loadu_si128((const __m128i*)&in[i - 1]);
    600     const __m128i T = _mm_loadu_si128((const __m128i*)&upper[i]);
    601     const __m128i TL = _mm_loadu_si128((const __m128i*)&upper[i - 1]);
    602     const __m128i src = _mm_loadu_si128((const __m128i*)&in[i]);
    603     __m128i pa, pb;
    604     GetSumAbsDiff32_SSE2(&T, &TL, &pa);   // pa = sum |T-TL|
    605     GetSumAbsDiff32_SSE2(&L, &TL, &pb);   // pb = sum |L-TL|
    606     {
    607       const __m128i mask = _mm_cmpgt_epi32(pb, pa);
    608       const __m128i A = _mm_and_si128(mask, L);
    609       const __m128i B = _mm_andnot_si128(mask, T);
    610       const __m128i pred = _mm_or_si128(A, B);    // pred = (L > T)? L : T
    611       const __m128i res = _mm_sub_epi8(src, pred);
    612       _mm_storeu_si128((__m128i*)&out[i], res);
    613     }
    614   }
    615   if (i != num_pixels) {
    616     VP8LPredictorsSub_C[11](in + i, upper + i, num_pixels - i, out + i);
    617   }
    618 }
    619 
    620 // Predictor12: ClampedSubSubtractFull.
    621 static void PredictorSub12_SSE2(const uint32_t* in, const uint32_t* upper,
    622                                 int num_pixels, uint32_t* WEBP_RESTRICT out) {
    623   int i;
    624   const __m128i zero = _mm_setzero_si128();
    625   for (i = 0; i + 4 <= num_pixels; i += 4) {
    626     const __m128i src = _mm_loadu_si128((const __m128i*)&in[i]);
    627     const __m128i L = _mm_loadu_si128((const __m128i*)&in[i - 1]);
    628     const __m128i L_lo = _mm_unpacklo_epi8(L, zero);
    629     const __m128i L_hi = _mm_unpackhi_epi8(L, zero);
    630     const __m128i T = _mm_loadu_si128((const __m128i*)&upper[i]);
    631     const __m128i T_lo = _mm_unpacklo_epi8(T, zero);
    632     const __m128i T_hi = _mm_unpackhi_epi8(T, zero);
    633     const __m128i TL = _mm_loadu_si128((const __m128i*)&upper[i - 1]);
    634     const __m128i TL_lo = _mm_unpacklo_epi8(TL, zero);
    635     const __m128i TL_hi = _mm_unpackhi_epi8(TL, zero);
    636     const __m128i diff_lo = _mm_sub_epi16(T_lo, TL_lo);
    637     const __m128i diff_hi = _mm_sub_epi16(T_hi, TL_hi);
    638     const __m128i pred_lo = _mm_add_epi16(L_lo, diff_lo);
    639     const __m128i pred_hi = _mm_add_epi16(L_hi, diff_hi);
    640     const __m128i pred = _mm_packus_epi16(pred_lo, pred_hi);
    641     const __m128i res = _mm_sub_epi8(src, pred);
    642     _mm_storeu_si128((__m128i*)&out[i], res);
    643   }
    644   if (i != num_pixels) {
    645     VP8LPredictorsSub_C[12](in + i, upper + i, num_pixels - i, out + i);
    646   }
    647 }
    648 
    649 // Predictors13: ClampedAddSubtractHalf
    650 static void PredictorSub13_SSE2(const uint32_t* in, const uint32_t* upper,
    651                                 int num_pixels, uint32_t* WEBP_RESTRICT out) {
    652   int i;
    653   const __m128i zero = _mm_setzero_si128();
    654   for (i = 0; i + 4 <= num_pixels; i += 4) {
    655     const __m128i L = _mm_loadu_si128((const __m128i*)&in[i - 1]);
    656     const __m128i src = _mm_loadu_si128((const __m128i*)&in[i]);
    657     const __m128i T = _mm_loadu_si128((const __m128i*)&upper[i]);
    658     const __m128i TL = _mm_loadu_si128((const __m128i*)&upper[i - 1]);
    659     __m128i A4_lo, A4_hi;
    660     // lo.
    661     {
    662       const __m128i L_lo = _mm_unpacklo_epi8(L, zero);
    663       const __m128i T_lo = _mm_unpacklo_epi8(T, zero);
    664       const __m128i TL_lo = _mm_unpacklo_epi8(TL, zero);
    665       const __m128i sum_lo = _mm_add_epi16(T_lo, L_lo);
    666       const __m128i avg_lo = _mm_srli_epi16(sum_lo, 1);
    667       const __m128i A1_lo = _mm_sub_epi16(avg_lo, TL_lo);
    668       const __m128i bit_fix_lo = _mm_cmpgt_epi16(TL_lo, avg_lo);
    669       const __m128i A2_lo = _mm_sub_epi16(A1_lo, bit_fix_lo);
    670       const __m128i A3_lo = _mm_srai_epi16(A2_lo, 1);
    671       A4_lo = _mm_add_epi16(avg_lo, A3_lo);
    672     }
    673     // hi.
    674     {
    675       const __m128i L_hi = _mm_unpackhi_epi8(L, zero);
    676       const __m128i T_hi = _mm_unpackhi_epi8(T, zero);
    677       const __m128i TL_hi = _mm_unpackhi_epi8(TL, zero);
    678       const __m128i sum_hi = _mm_add_epi16(T_hi, L_hi);
    679       const __m128i avg_hi = _mm_srli_epi16(sum_hi, 1);
    680       const __m128i A1_hi = _mm_sub_epi16(avg_hi, TL_hi);
    681       const __m128i bit_fix_hi = _mm_cmpgt_epi16(TL_hi, avg_hi);
    682       const __m128i A2_hi = _mm_sub_epi16(A1_hi, bit_fix_hi);
    683       const __m128i A3_hi = _mm_srai_epi16(A2_hi, 1);
    684       A4_hi = _mm_add_epi16(avg_hi, A3_hi);
    685     }
    686     {
    687       const __m128i pred = _mm_packus_epi16(A4_lo, A4_hi);
    688       const __m128i res = _mm_sub_epi8(src, pred);
    689       _mm_storeu_si128((__m128i*)&out[i], res);
    690     }
    691   }
    692   if (i != num_pixels) {
    693     VP8LPredictorsSub_C[13](in + i, upper + i, num_pixels - i, out + i);
    694   }
    695 }
    696 
    697 //------------------------------------------------------------------------------
    698 // Entry point
    699 
    700 extern void VP8LEncDspInitSSE2(void);
    701 
    702 WEBP_TSAN_IGNORE_FUNCTION void VP8LEncDspInitSSE2(void) {
    703   VP8LSubtractGreenFromBlueAndRed = SubtractGreenFromBlueAndRed_SSE2;
    704   VP8LTransformColor = TransformColor_SSE2;
    705   VP8LCollectColorBlueTransforms = CollectColorBlueTransforms_SSE2;
    706   VP8LCollectColorRedTransforms = CollectColorRedTransforms_SSE2;
    707   VP8LAddVector = AddVector_SSE2;
    708   VP8LAddVectorEq = AddVectorEq_SSE2;
    709 #if !defined(DONT_USE_COMBINED_SHANNON_ENTROPY_SSE2_FUNC)
    710   VP8LCombinedShannonEntropy = CombinedShannonEntropy_SSE2;
    711 #endif
    712   VP8LVectorMismatch = VectorMismatch_SSE2;
    713   VP8LBundleColorMap = BundleColorMap_SSE2;
    714 
    715   VP8LPredictorsSub[0] = PredictorSub0_SSE2;
    716   VP8LPredictorsSub[1] = PredictorSub1_SSE2;
    717   VP8LPredictorsSub[2] = PredictorSub2_SSE2;
    718   VP8LPredictorsSub[3] = PredictorSub3_SSE2;
    719   VP8LPredictorsSub[4] = PredictorSub4_SSE2;
    720   VP8LPredictorsSub[5] = PredictorSub5_SSE2;
    721   VP8LPredictorsSub[6] = PredictorSub6_SSE2;
    722   VP8LPredictorsSub[7] = PredictorSub7_SSE2;
    723   VP8LPredictorsSub[8] = PredictorSub8_SSE2;
    724   VP8LPredictorsSub[9] = PredictorSub9_SSE2;
    725   VP8LPredictorsSub[10] = PredictorSub10_SSE2;
    726   VP8LPredictorsSub[11] = PredictorSub11_SSE2;
    727   VP8LPredictorsSub[12] = PredictorSub12_SSE2;
    728   VP8LPredictorsSub[13] = PredictorSub13_SSE2;
    729   VP8LPredictorsSub[14] = PredictorSub0_SSE2;  // <- padding security sentinels
    730   VP8LPredictorsSub[15] = PredictorSub0_SSE2;
    731 
    732   // SSE exports for AVX and above.
    733   VP8LSubtractGreenFromBlueAndRed_SSE = SubtractGreenFromBlueAndRed_SSE2;
    734   VP8LTransformColor_SSE = TransformColor_SSE2;
    735   VP8LCollectColorBlueTransforms_SSE = CollectColorBlueTransforms_SSE2;
    736   VP8LCollectColorRedTransforms_SSE = CollectColorRedTransforms_SSE2;
    737   VP8LBundleColorMap_SSE = BundleColorMap_SSE2;
    738 
    739   memcpy(VP8LPredictorsSub_SSE, VP8LPredictorsSub, sizeof(VP8LPredictorsSub));
    740 }
    741 
    742 #else  // !WEBP_USE_SSE2
    743 
    744 WEBP_DSP_INIT_STUB(VP8LEncDspInitSSE2)
    745 
    746 #endif  // WEBP_USE_SSE2