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      1 /*
      2  * Copyright 2013 Google Inc.
      3  *
      4  * Use of this source code is governed by a BSD-style license that can be
      5  * found in the LICENSE file.
      6  */
      7 
      8 #include <emmintrin.h>
      9 #include "SkBitmap.h"
     10 #include "SkBitmapFilter_opts_SSE2.h"
     11 #include "SkBitmapProcState.h"
     12 #include "SkColor.h"
     13 #include "SkColorPriv.h"
     14 #include "SkConvolver.h"
     15 #include "SkShader.h"
     16 #include "SkUnPreMultiply.h"
     17 
     18 #if 0
     19 static inline void print128i(__m128i value) {
     20     int *v = (int*) &value;
     21     printf("% .11d % .11d % .11d % .11d\n", v[0], v[1], v[2], v[3]);
     22 }
     23 
     24 static inline void print128i_16(__m128i value) {
     25     short *v = (short*) &value;
     26     printf("% .5d % .5d % .5d % .5d % .5d % .5d % .5d % .5d\n", v[0], v[1], v[2], v[3], v[4], v[5], v[6], v[7]);
     27 }
     28 
     29 static inline void print128i_8(__m128i value) {
     30     unsigned char *v = (unsigned char*) &value;
     31     printf("%.3u %.3u %.3u %.3u %.3u %.3u %.3u %.3u %.3u %.3u %.3u %.3u %.3u %.3u %.3u %.3u\n",
     32            v[0], v[1], v[2], v[3], v[4], v[5], v[6], v[7],
     33            v[8], v[9], v[10], v[11], v[12], v[13], v[14], v[15]
     34            );
     35 }
     36 
     37 static inline void print128f(__m128 value) {
     38     float *f = (float*) &value;
     39     printf("%3.4f %3.4f %3.4f %3.4f\n", f[0], f[1], f[2], f[3]);
     40 }
     41 #endif
     42 
     43 // because the border is handled specially, this is guaranteed to have all 16 pixels
     44 // available to it without running off the bitmap's edge.
     45 
     46 void highQualityFilter_SSE2(const SkBitmapProcState& s, int x, int y,
     47                             SkPMColor* SK_RESTRICT colors, int count) {
     48 
     49     const int maxX = s.fBitmap->width() - 1;
     50     const int maxY = s.fBitmap->height() - 1;
     51 
     52     while (count-- > 0) {
     53         SkPoint srcPt;
     54         s.fInvProc(s.fInvMatrix, SkIntToScalar(x),
     55                     SkIntToScalar(y), &srcPt);
     56         srcPt.fX -= SK_ScalarHalf;
     57         srcPt.fY -= SK_ScalarHalf;
     58 
     59         int sx = SkScalarFloorToInt(srcPt.fX);
     60         int sy = SkScalarFloorToInt(srcPt.fY);
     61 
     62         __m128 weight = _mm_setzero_ps();
     63         __m128 accum = _mm_setzero_ps();
     64 
     65         int y0 = SkTMax(0, int(ceil(sy-s.getBitmapFilter()->width() + 0.5f)));
     66         int y1 = SkTMin(maxY, int(floor(sy+s.getBitmapFilter()->width() + 0.5f)));
     67         int x0 = SkTMax(0, int(ceil(sx-s.getBitmapFilter()->width() + 0.5f)));
     68         int x1 = SkTMin(maxX, int(floor(sx+s.getBitmapFilter()->width() + 0.5f)));
     69 
     70         for (int src_y = y0; src_y <= y1; src_y++) {
     71             float yweight = SkScalarToFloat(s.getBitmapFilter()->lookupScalar(srcPt.fY - src_y));
     72 
     73             for (int src_x = x0; src_x <= x1 ; src_x++) {
     74                 float xweight = SkScalarToFloat(s.getBitmapFilter()->lookupScalar(srcPt.fX - src_x));
     75 
     76                 float combined_weight = xweight * yweight;
     77 
     78                 SkPMColor color = *s.fBitmap->getAddr32(src_x, src_y);
     79 
     80                 __m128i c = _mm_cvtsi32_si128( color );
     81                 c = _mm_unpacklo_epi8(c, _mm_setzero_si128());
     82                 c = _mm_unpacklo_epi16(c, _mm_setzero_si128());
     83 
     84                 __m128 cfloat = _mm_cvtepi32_ps( c );
     85 
     86                 __m128 weightVector = _mm_set1_ps(combined_weight);
     87 
     88                 accum = _mm_add_ps(accum, _mm_mul_ps(cfloat, weightVector));
     89                 weight = _mm_add_ps( weight, weightVector );
     90             }
     91         }
     92 
     93         accum = _mm_div_ps(accum, weight);
     94         accum = _mm_add_ps(accum, _mm_set1_ps(0.5f));
     95 
     96         __m128i accumInt = _mm_cvtps_epi32( accum );
     97 
     98         int localResult[4];
     99         _mm_storeu_si128((__m128i *) (localResult), accumInt);
    100         int a = SkClampMax(localResult[0], 255);
    101         int r = SkClampMax(localResult[1], a);
    102         int g = SkClampMax(localResult[2], a);
    103         int b = SkClampMax(localResult[3], a);
    104 
    105         *colors++ = SkPackARGB32(a, r, g, b);
    106 
    107         x++;
    108     }
    109 }
    110 
    111 void highQualityFilter_ScaleOnly_SSE2(const SkBitmapProcState &s, int x, int y,
    112                              SkPMColor *SK_RESTRICT colors, int count) {
    113     const int maxX = s.fBitmap->width() - 1;
    114     const int maxY = s.fBitmap->height() - 1;
    115 
    116     SkPoint srcPt;
    117     s.fInvProc(s.fInvMatrix, SkIntToScalar(x),
    118                 SkIntToScalar(y), &srcPt);
    119     srcPt.fY -= SK_ScalarHalf;
    120     int sy = SkScalarFloorToInt(srcPt.fY);
    121 
    122     int y0 = SkTMax(0, int(ceil(sy-s.getBitmapFilter()->width() + 0.5f)));
    123     int y1 = SkTMin(maxY, int(floor(sy+s.getBitmapFilter()->width() + 0.5f)));
    124 
    125     while (count-- > 0) {
    126         srcPt.fX -= SK_ScalarHalf;
    127         srcPt.fY -= SK_ScalarHalf;
    128 
    129         int sx = SkScalarFloorToInt(srcPt.fX);
    130 
    131         float weight = 0;
    132         __m128 accum = _mm_setzero_ps();
    133 
    134         int x0 = SkTMax(0, int(ceil(sx-s.getBitmapFilter()->width() + 0.5f)));
    135         int x1 = SkTMin(maxX, int(floor(sx+s.getBitmapFilter()->width() + 0.5f)));
    136 
    137         for (int src_y = y0; src_y <= y1; src_y++) {
    138             float yweight = SkScalarToFloat(s.getBitmapFilter()->lookupScalar(srcPt.fY - src_y));
    139 
    140             for (int src_x = x0; src_x <= x1 ; src_x++) {
    141                 float xweight = SkScalarToFloat(s.getBitmapFilter()->lookupScalar(srcPt.fX - src_x));
    142 
    143                 float combined_weight = xweight * yweight;
    144 
    145                 SkPMColor color = *s.fBitmap->getAddr32(src_x, src_y);
    146 
    147                 __m128 c = _mm_set_ps((float)SkGetPackedB32(color),
    148                                       (float)SkGetPackedG32(color),
    149                                       (float)SkGetPackedR32(color),
    150                                       (float)SkGetPackedA32(color));
    151 
    152                 __m128 weightVector = _mm_set1_ps(combined_weight);
    153 
    154                 accum = _mm_add_ps(accum, _mm_mul_ps(c, weightVector));
    155                 weight += combined_weight;
    156             }
    157         }
    158 
    159         __m128 totalWeightVector = _mm_set1_ps(weight);
    160         accum = _mm_div_ps(accum, totalWeightVector);
    161         accum = _mm_add_ps(accum, _mm_set1_ps(0.5f));
    162 
    163         float localResult[4];
    164         _mm_storeu_ps(localResult, accum);
    165         int a = SkClampMax(int(localResult[0]), 255);
    166         int r = SkClampMax(int(localResult[1]), a);
    167         int g = SkClampMax(int(localResult[2]), a);
    168         int b = SkClampMax(int(localResult[3]), a);
    169 
    170         *colors++ = SkPackARGB32(a, r, g, b);
    171 
    172         x++;
    173 
    174         s.fInvProc(s.fInvMatrix, SkIntToScalar(x),
    175                     SkIntToScalar(y), &srcPt);
    176     }
    177 }
    178 
    179 // Convolves horizontally along a single row. The row data is given in
    180 // |src_data| and continues for the num_values() of the filter.
    181 void convolveHorizontally_SSE2(const unsigned char* src_data,
    182                                const SkConvolutionFilter1D& filter,
    183                                unsigned char* out_row,
    184                                bool /*has_alpha*/) {
    185     int num_values = filter.numValues();
    186 
    187     int filter_offset, filter_length;
    188     __m128i zero = _mm_setzero_si128();
    189     __m128i mask[4];
    190     // |mask| will be used to decimate all extra filter coefficients that are
    191     // loaded by SIMD when |filter_length| is not divisible by 4.
    192     // mask[0] is not used in following algorithm.
    193     mask[1] = _mm_set_epi16(0, 0, 0, 0, 0, 0, 0, -1);
    194     mask[2] = _mm_set_epi16(0, 0, 0, 0, 0, 0, -1, -1);
    195     mask[3] = _mm_set_epi16(0, 0, 0, 0, 0, -1, -1, -1);
    196 
    197     // Output one pixel each iteration, calculating all channels (RGBA) together.
    198     for (int out_x = 0; out_x < num_values; out_x++) {
    199         const SkConvolutionFilter1D::ConvolutionFixed* filter_values =
    200             filter.FilterForValue(out_x, &filter_offset, &filter_length);
    201 
    202         __m128i accum = _mm_setzero_si128();
    203 
    204         // Compute the first pixel in this row that the filter affects. It will
    205         // touch |filter_length| pixels (4 bytes each) after this.
    206         const __m128i* row_to_filter =
    207             reinterpret_cast<const __m128i*>(&src_data[filter_offset << 2]);
    208 
    209         // We will load and accumulate with four coefficients per iteration.
    210         for (int filter_x = 0; filter_x < filter_length >> 2; filter_x++) {
    211 
    212             // Load 4 coefficients => duplicate 1st and 2nd of them for all channels.
    213             __m128i coeff, coeff16;
    214             // [16] xx xx xx xx c3 c2 c1 c0
    215             coeff = _mm_loadl_epi64(reinterpret_cast<const __m128i*>(filter_values));
    216             // [16] xx xx xx xx c1 c1 c0 c0
    217             coeff16 = _mm_shufflelo_epi16(coeff, _MM_SHUFFLE(1, 1, 0, 0));
    218             // [16] c1 c1 c1 c1 c0 c0 c0 c0
    219             coeff16 = _mm_unpacklo_epi16(coeff16, coeff16);
    220 
    221             // Load four pixels => unpack the first two pixels to 16 bits =>
    222             // multiply with coefficients => accumulate the convolution result.
    223             // [8] a3 b3 g3 r3 a2 b2 g2 r2 a1 b1 g1 r1 a0 b0 g0 r0
    224             __m128i src8 = _mm_loadu_si128(row_to_filter);
    225             // [16] a1 b1 g1 r1 a0 b0 g0 r0
    226             __m128i src16 = _mm_unpacklo_epi8(src8, zero);
    227             __m128i mul_hi = _mm_mulhi_epi16(src16, coeff16);
    228             __m128i mul_lo = _mm_mullo_epi16(src16, coeff16);
    229             // [32]  a0*c0 b0*c0 g0*c0 r0*c0
    230             __m128i t = _mm_unpacklo_epi16(mul_lo, mul_hi);
    231             accum = _mm_add_epi32(accum, t);
    232             // [32]  a1*c1 b1*c1 g1*c1 r1*c1
    233             t = _mm_unpackhi_epi16(mul_lo, mul_hi);
    234             accum = _mm_add_epi32(accum, t);
    235 
    236             // Duplicate 3rd and 4th coefficients for all channels =>
    237             // unpack the 3rd and 4th pixels to 16 bits => multiply with coefficients
    238             // => accumulate the convolution results.
    239             // [16] xx xx xx xx c3 c3 c2 c2
    240             coeff16 = _mm_shufflelo_epi16(coeff, _MM_SHUFFLE(3, 3, 2, 2));
    241             // [16] c3 c3 c3 c3 c2 c2 c2 c2
    242             coeff16 = _mm_unpacklo_epi16(coeff16, coeff16);
    243             // [16] a3 g3 b3 r3 a2 g2 b2 r2
    244             src16 = _mm_unpackhi_epi8(src8, zero);
    245             mul_hi = _mm_mulhi_epi16(src16, coeff16);
    246             mul_lo = _mm_mullo_epi16(src16, coeff16);
    247             // [32]  a2*c2 b2*c2 g2*c2 r2*c2
    248             t = _mm_unpacklo_epi16(mul_lo, mul_hi);
    249             accum = _mm_add_epi32(accum, t);
    250             // [32]  a3*c3 b3*c3 g3*c3 r3*c3
    251             t = _mm_unpackhi_epi16(mul_lo, mul_hi);
    252             accum = _mm_add_epi32(accum, t);
    253 
    254             // Advance the pixel and coefficients pointers.
    255             row_to_filter += 1;
    256             filter_values += 4;
    257         }
    258 
    259         // When |filter_length| is not divisible by 4, we need to decimate some of
    260         // the filter coefficient that was loaded incorrectly to zero; Other than
    261         // that the algorithm is same with above, exceot that the 4th pixel will be
    262         // always absent.
    263         int r = filter_length&3;
    264         if (r) {
    265             // Note: filter_values must be padded to align_up(filter_offset, 8).
    266             __m128i coeff, coeff16;
    267             coeff = _mm_loadl_epi64(reinterpret_cast<const __m128i*>(filter_values));
    268             // Mask out extra filter taps.
    269             coeff = _mm_and_si128(coeff, mask[r]);
    270             coeff16 = _mm_shufflelo_epi16(coeff, _MM_SHUFFLE(1, 1, 0, 0));
    271             coeff16 = _mm_unpacklo_epi16(coeff16, coeff16);
    272 
    273             // Note: line buffer must be padded to align_up(filter_offset, 16).
    274             // We resolve this by use C-version for the last horizontal line.
    275             __m128i src8 = _mm_loadu_si128(row_to_filter);
    276             __m128i src16 = _mm_unpacklo_epi8(src8, zero);
    277             __m128i mul_hi = _mm_mulhi_epi16(src16, coeff16);
    278             __m128i mul_lo = _mm_mullo_epi16(src16, coeff16);
    279             __m128i t = _mm_unpacklo_epi16(mul_lo, mul_hi);
    280             accum = _mm_add_epi32(accum, t);
    281             t = _mm_unpackhi_epi16(mul_lo, mul_hi);
    282             accum = _mm_add_epi32(accum, t);
    283 
    284             src16 = _mm_unpackhi_epi8(src8, zero);
    285             coeff16 = _mm_shufflelo_epi16(coeff, _MM_SHUFFLE(3, 3, 2, 2));
    286             coeff16 = _mm_unpacklo_epi16(coeff16, coeff16);
    287             mul_hi = _mm_mulhi_epi16(src16, coeff16);
    288             mul_lo = _mm_mullo_epi16(src16, coeff16);
    289             t = _mm_unpacklo_epi16(mul_lo, mul_hi);
    290             accum = _mm_add_epi32(accum, t);
    291         }
    292 
    293         // Shift right for fixed point implementation.
    294         accum = _mm_srai_epi32(accum, SkConvolutionFilter1D::kShiftBits);
    295 
    296         // Packing 32 bits |accum| to 16 bits per channel (signed saturation).
    297         accum = _mm_packs_epi32(accum, zero);
    298         // Packing 16 bits |accum| to 8 bits per channel (unsigned saturation).
    299         accum = _mm_packus_epi16(accum, zero);
    300 
    301         // Store the pixel value of 32 bits.
    302         *(reinterpret_cast<int*>(out_row)) = _mm_cvtsi128_si32(accum);
    303         out_row += 4;
    304     }
    305 }
    306 
    307 // Convolves horizontally along four rows. The row data is given in
    308 // |src_data| and continues for the num_values() of the filter.
    309 // The algorithm is almost same as |ConvolveHorizontally_SSE2|. Please
    310 // refer to that function for detailed comments.
    311 void convolve4RowsHorizontally_SSE2(const unsigned char* src_data[4],
    312                                     const SkConvolutionFilter1D& filter,
    313                                     unsigned char* out_row[4]) {
    314     int num_values = filter.numValues();
    315 
    316     int filter_offset, filter_length;
    317     __m128i zero = _mm_setzero_si128();
    318     __m128i mask[4];
    319     // |mask| will be used to decimate all extra filter coefficients that are
    320     // loaded by SIMD when |filter_length| is not divisible by 4.
    321     // mask[0] is not used in following algorithm.
    322     mask[1] = _mm_set_epi16(0, 0, 0, 0, 0, 0, 0, -1);
    323     mask[2] = _mm_set_epi16(0, 0, 0, 0, 0, 0, -1, -1);
    324     mask[3] = _mm_set_epi16(0, 0, 0, 0, 0, -1, -1, -1);
    325 
    326     // Output one pixel each iteration, calculating all channels (RGBA) together.
    327     for (int out_x = 0; out_x < num_values; out_x++) {
    328         const SkConvolutionFilter1D::ConvolutionFixed* filter_values =
    329             filter.FilterForValue(out_x, &filter_offset, &filter_length);
    330 
    331         // four pixels in a column per iteration.
    332         __m128i accum0 = _mm_setzero_si128();
    333         __m128i accum1 = _mm_setzero_si128();
    334         __m128i accum2 = _mm_setzero_si128();
    335         __m128i accum3 = _mm_setzero_si128();
    336         int start = (filter_offset<<2);
    337         // We will load and accumulate with four coefficients per iteration.
    338         for (int filter_x = 0; filter_x < (filter_length >> 2); filter_x++) {
    339             __m128i coeff, coeff16lo, coeff16hi;
    340             // [16] xx xx xx xx c3 c2 c1 c0
    341             coeff = _mm_loadl_epi64(reinterpret_cast<const __m128i*>(filter_values));
    342             // [16] xx xx xx xx c1 c1 c0 c0
    343             coeff16lo = _mm_shufflelo_epi16(coeff, _MM_SHUFFLE(1, 1, 0, 0));
    344             // [16] c1 c1 c1 c1 c0 c0 c0 c0
    345             coeff16lo = _mm_unpacklo_epi16(coeff16lo, coeff16lo);
    346             // [16] xx xx xx xx c3 c3 c2 c2
    347             coeff16hi = _mm_shufflelo_epi16(coeff, _MM_SHUFFLE(3, 3, 2, 2));
    348             // [16] c3 c3 c3 c3 c2 c2 c2 c2
    349             coeff16hi = _mm_unpacklo_epi16(coeff16hi, coeff16hi);
    350 
    351             __m128i src8, src16, mul_hi, mul_lo, t;
    352 
    353 #define ITERATION(src, accum)                                                \
    354             src8 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src));   \
    355             src16 = _mm_unpacklo_epi8(src8, zero);                           \
    356             mul_hi = _mm_mulhi_epi16(src16, coeff16lo);                      \
    357             mul_lo = _mm_mullo_epi16(src16, coeff16lo);                      \
    358             t = _mm_unpacklo_epi16(mul_lo, mul_hi);                          \
    359             accum = _mm_add_epi32(accum, t);                                 \
    360             t = _mm_unpackhi_epi16(mul_lo, mul_hi);                          \
    361             accum = _mm_add_epi32(accum, t);                                 \
    362             src16 = _mm_unpackhi_epi8(src8, zero);                           \
    363             mul_hi = _mm_mulhi_epi16(src16, coeff16hi);                      \
    364             mul_lo = _mm_mullo_epi16(src16, coeff16hi);                      \
    365             t = _mm_unpacklo_epi16(mul_lo, mul_hi);                          \
    366             accum = _mm_add_epi32(accum, t);                                 \
    367             t = _mm_unpackhi_epi16(mul_lo, mul_hi);                          \
    368             accum = _mm_add_epi32(accum, t)
    369 
    370             ITERATION(src_data[0] + start, accum0);
    371             ITERATION(src_data[1] + start, accum1);
    372             ITERATION(src_data[2] + start, accum2);
    373             ITERATION(src_data[3] + start, accum3);
    374 
    375             start += 16;
    376             filter_values += 4;
    377         }
    378 
    379         int r = filter_length & 3;
    380         if (r) {
    381             // Note: filter_values must be padded to align_up(filter_offset, 8);
    382             __m128i coeff;
    383             coeff = _mm_loadl_epi64(reinterpret_cast<const __m128i*>(filter_values));
    384             // Mask out extra filter taps.
    385             coeff = _mm_and_si128(coeff, mask[r]);
    386 
    387             __m128i coeff16lo = _mm_shufflelo_epi16(coeff, _MM_SHUFFLE(1, 1, 0, 0));
    388             /* c1 c1 c1 c1 c0 c0 c0 c0 */
    389             coeff16lo = _mm_unpacklo_epi16(coeff16lo, coeff16lo);
    390             __m128i coeff16hi = _mm_shufflelo_epi16(coeff, _MM_SHUFFLE(3, 3, 2, 2));
    391             coeff16hi = _mm_unpacklo_epi16(coeff16hi, coeff16hi);
    392 
    393             __m128i src8, src16, mul_hi, mul_lo, t;
    394 
    395             ITERATION(src_data[0] + start, accum0);
    396             ITERATION(src_data[1] + start, accum1);
    397             ITERATION(src_data[2] + start, accum2);
    398             ITERATION(src_data[3] + start, accum3);
    399         }
    400 
    401         accum0 = _mm_srai_epi32(accum0, SkConvolutionFilter1D::kShiftBits);
    402         accum0 = _mm_packs_epi32(accum0, zero);
    403         accum0 = _mm_packus_epi16(accum0, zero);
    404         accum1 = _mm_srai_epi32(accum1, SkConvolutionFilter1D::kShiftBits);
    405         accum1 = _mm_packs_epi32(accum1, zero);
    406         accum1 = _mm_packus_epi16(accum1, zero);
    407         accum2 = _mm_srai_epi32(accum2, SkConvolutionFilter1D::kShiftBits);
    408         accum2 = _mm_packs_epi32(accum2, zero);
    409         accum2 = _mm_packus_epi16(accum2, zero);
    410         accum3 = _mm_srai_epi32(accum3, SkConvolutionFilter1D::kShiftBits);
    411         accum3 = _mm_packs_epi32(accum3, zero);
    412         accum3 = _mm_packus_epi16(accum3, zero);
    413 
    414         *(reinterpret_cast<int*>(out_row[0])) = _mm_cvtsi128_si32(accum0);
    415         *(reinterpret_cast<int*>(out_row[1])) = _mm_cvtsi128_si32(accum1);
    416         *(reinterpret_cast<int*>(out_row[2])) = _mm_cvtsi128_si32(accum2);
    417         *(reinterpret_cast<int*>(out_row[3])) = _mm_cvtsi128_si32(accum3);
    418 
    419         out_row[0] += 4;
    420         out_row[1] += 4;
    421         out_row[2] += 4;
    422         out_row[3] += 4;
    423     }
    424 }
    425 
    426 // Does vertical convolution to produce one output row. The filter values and
    427 // length are given in the first two parameters. These are applied to each
    428 // of the rows pointed to in the |source_data_rows| array, with each row
    429 // being |pixel_width| wide.
    430 //
    431 // The output must have room for |pixel_width * 4| bytes.
    432 template<bool has_alpha>
    433 void convolveVertically_SSE2(const SkConvolutionFilter1D::ConvolutionFixed* filter_values,
    434                              int filter_length,
    435                              unsigned char* const* source_data_rows,
    436                              int pixel_width,
    437                              unsigned char* out_row) {
    438     int width = pixel_width & ~3;
    439 
    440     __m128i zero = _mm_setzero_si128();
    441     __m128i accum0, accum1, accum2, accum3, coeff16;
    442     const __m128i* src;
    443     // Output four pixels per iteration (16 bytes).
    444     for (int out_x = 0; out_x < width; out_x += 4) {
    445 
    446         // Accumulated result for each pixel. 32 bits per RGBA channel.
    447         accum0 = _mm_setzero_si128();
    448         accum1 = _mm_setzero_si128();
    449         accum2 = _mm_setzero_si128();
    450         accum3 = _mm_setzero_si128();
    451 
    452         // Convolve with one filter coefficient per iteration.
    453         for (int filter_y = 0; filter_y < filter_length; filter_y++) {
    454 
    455             // Duplicate the filter coefficient 8 times.
    456             // [16] cj cj cj cj cj cj cj cj
    457             coeff16 = _mm_set1_epi16(filter_values[filter_y]);
    458 
    459             // Load four pixels (16 bytes) together.
    460             // [8] a3 b3 g3 r3 a2 b2 g2 r2 a1 b1 g1 r1 a0 b0 g0 r0
    461             src = reinterpret_cast<const __m128i*>(
    462                 &source_data_rows[filter_y][out_x << 2]);
    463             __m128i src8 = _mm_loadu_si128(src);
    464 
    465             // Unpack 1st and 2nd pixels from 8 bits to 16 bits for each channels =>
    466             // multiply with current coefficient => accumulate the result.
    467             // [16] a1 b1 g1 r1 a0 b0 g0 r0
    468             __m128i src16 = _mm_unpacklo_epi8(src8, zero);
    469             __m128i mul_hi = _mm_mulhi_epi16(src16, coeff16);
    470             __m128i mul_lo = _mm_mullo_epi16(src16, coeff16);
    471             // [32] a0 b0 g0 r0
    472             __m128i t = _mm_unpacklo_epi16(mul_lo, mul_hi);
    473             accum0 = _mm_add_epi32(accum0, t);
    474             // [32] a1 b1 g1 r1
    475             t = _mm_unpackhi_epi16(mul_lo, mul_hi);
    476             accum1 = _mm_add_epi32(accum1, t);
    477 
    478             // Unpack 3rd and 4th pixels from 8 bits to 16 bits for each channels =>
    479             // multiply with current coefficient => accumulate the result.
    480             // [16] a3 b3 g3 r3 a2 b2 g2 r2
    481             src16 = _mm_unpackhi_epi8(src8, zero);
    482             mul_hi = _mm_mulhi_epi16(src16, coeff16);
    483             mul_lo = _mm_mullo_epi16(src16, coeff16);
    484             // [32] a2 b2 g2 r2
    485             t = _mm_unpacklo_epi16(mul_lo, mul_hi);
    486             accum2 = _mm_add_epi32(accum2, t);
    487             // [32] a3 b3 g3 r3
    488             t = _mm_unpackhi_epi16(mul_lo, mul_hi);
    489             accum3 = _mm_add_epi32(accum3, t);
    490         }
    491 
    492         // Shift right for fixed point implementation.
    493         accum0 = _mm_srai_epi32(accum0, SkConvolutionFilter1D::kShiftBits);
    494         accum1 = _mm_srai_epi32(accum1, SkConvolutionFilter1D::kShiftBits);
    495         accum2 = _mm_srai_epi32(accum2, SkConvolutionFilter1D::kShiftBits);
    496         accum3 = _mm_srai_epi32(accum3, SkConvolutionFilter1D::kShiftBits);
    497 
    498         // Packing 32 bits |accum| to 16 bits per channel (signed saturation).
    499         // [16] a1 b1 g1 r1 a0 b0 g0 r0
    500         accum0 = _mm_packs_epi32(accum0, accum1);
    501         // [16] a3 b3 g3 r3 a2 b2 g2 r2
    502         accum2 = _mm_packs_epi32(accum2, accum3);
    503 
    504         // Packing 16 bits |accum| to 8 bits per channel (unsigned saturation).
    505         // [8] a3 b3 g3 r3 a2 b2 g2 r2 a1 b1 g1 r1 a0 b0 g0 r0
    506         accum0 = _mm_packus_epi16(accum0, accum2);
    507 
    508         if (has_alpha) {
    509             // Compute the max(ri, gi, bi) for each pixel.
    510             // [8] xx a3 b3 g3 xx a2 b2 g2 xx a1 b1 g1 xx a0 b0 g0
    511             __m128i a = _mm_srli_epi32(accum0, 8);
    512             // [8] xx xx xx max3 xx xx xx max2 xx xx xx max1 xx xx xx max0
    513             __m128i b = _mm_max_epu8(a, accum0);  // Max of r and g.
    514             // [8] xx xx a3 b3 xx xx a2 b2 xx xx a1 b1 xx xx a0 b0
    515             a = _mm_srli_epi32(accum0, 16);
    516             // [8] xx xx xx max3 xx xx xx max2 xx xx xx max1 xx xx xx max0
    517             b = _mm_max_epu8(a, b);  // Max of r and g and b.
    518             // [8] max3 00 00 00 max2 00 00 00 max1 00 00 00 max0 00 00 00
    519             b = _mm_slli_epi32(b, 24);
    520 
    521             // Make sure the value of alpha channel is always larger than maximum
    522             // value of color channels.
    523             accum0 = _mm_max_epu8(b, accum0);
    524         } else {
    525             // Set value of alpha channels to 0xFF.
    526             __m128i mask = _mm_set1_epi32(0xff000000);
    527             accum0 = _mm_or_si128(accum0, mask);
    528         }
    529 
    530         // Store the convolution result (16 bytes) and advance the pixel pointers.
    531         _mm_storeu_si128(reinterpret_cast<__m128i*>(out_row), accum0);
    532         out_row += 16;
    533     }
    534 
    535     // When the width of the output is not divisible by 4, We need to save one
    536     // pixel (4 bytes) each time. And also the fourth pixel is always absent.
    537     if (pixel_width & 3) {
    538         accum0 = _mm_setzero_si128();
    539         accum1 = _mm_setzero_si128();
    540         accum2 = _mm_setzero_si128();
    541         for (int filter_y = 0; filter_y < filter_length; ++filter_y) {
    542             coeff16 = _mm_set1_epi16(filter_values[filter_y]);
    543             // [8] a3 b3 g3 r3 a2 b2 g2 r2 a1 b1 g1 r1 a0 b0 g0 r0
    544             src = reinterpret_cast<const __m128i*>(
    545                 &source_data_rows[filter_y][width<<2]);
    546             __m128i src8 = _mm_loadu_si128(src);
    547             // [16] a1 b1 g1 r1 a0 b0 g0 r0
    548             __m128i src16 = _mm_unpacklo_epi8(src8, zero);
    549             __m128i mul_hi = _mm_mulhi_epi16(src16, coeff16);
    550             __m128i mul_lo = _mm_mullo_epi16(src16, coeff16);
    551             // [32] a0 b0 g0 r0
    552             __m128i t = _mm_unpacklo_epi16(mul_lo, mul_hi);
    553             accum0 = _mm_add_epi32(accum0, t);
    554             // [32] a1 b1 g1 r1
    555             t = _mm_unpackhi_epi16(mul_lo, mul_hi);
    556             accum1 = _mm_add_epi32(accum1, t);
    557             // [16] a3 b3 g3 r3 a2 b2 g2 r2
    558             src16 = _mm_unpackhi_epi8(src8, zero);
    559             mul_hi = _mm_mulhi_epi16(src16, coeff16);
    560             mul_lo = _mm_mullo_epi16(src16, coeff16);
    561             // [32] a2 b2 g2 r2
    562             t = _mm_unpacklo_epi16(mul_lo, mul_hi);
    563             accum2 = _mm_add_epi32(accum2, t);
    564         }
    565 
    566         accum0 = _mm_srai_epi32(accum0, SkConvolutionFilter1D::kShiftBits);
    567         accum1 = _mm_srai_epi32(accum1, SkConvolutionFilter1D::kShiftBits);
    568         accum2 = _mm_srai_epi32(accum2, SkConvolutionFilter1D::kShiftBits);
    569         // [16] a1 b1 g1 r1 a0 b0 g0 r0
    570         accum0 = _mm_packs_epi32(accum0, accum1);
    571         // [16] a3 b3 g3 r3 a2 b2 g2 r2
    572         accum2 = _mm_packs_epi32(accum2, zero);
    573         // [8] a3 b3 g3 r3 a2 b2 g2 r2 a1 b1 g1 r1 a0 b0 g0 r0
    574         accum0 = _mm_packus_epi16(accum0, accum2);
    575         if (has_alpha) {
    576             // [8] xx a3 b3 g3 xx a2 b2 g2 xx a1 b1 g1 xx a0 b0 g0
    577             __m128i a = _mm_srli_epi32(accum0, 8);
    578             // [8] xx xx xx max3 xx xx xx max2 xx xx xx max1 xx xx xx max0
    579             __m128i b = _mm_max_epu8(a, accum0);  // Max of r and g.
    580             // [8] xx xx a3 b3 xx xx a2 b2 xx xx a1 b1 xx xx a0 b0
    581             a = _mm_srli_epi32(accum0, 16);
    582             // [8] xx xx xx max3 xx xx xx max2 xx xx xx max1 xx xx xx max0
    583             b = _mm_max_epu8(a, b);  // Max of r and g and b.
    584             // [8] max3 00 00 00 max2 00 00 00 max1 00 00 00 max0 00 00 00
    585             b = _mm_slli_epi32(b, 24);
    586             accum0 = _mm_max_epu8(b, accum0);
    587         } else {
    588             __m128i mask = _mm_set1_epi32(0xff000000);
    589             accum0 = _mm_or_si128(accum0, mask);
    590         }
    591 
    592         for (int out_x = width; out_x < pixel_width; out_x++) {
    593             *(reinterpret_cast<int*>(out_row)) = _mm_cvtsi128_si32(accum0);
    594             accum0 = _mm_srli_si128(accum0, 4);
    595             out_row += 4;
    596         }
    597     }
    598 }
    599 
    600 void convolveVertically_SSE2(const SkConvolutionFilter1D::ConvolutionFixed* filter_values,
    601                              int filter_length,
    602                              unsigned char* const* source_data_rows,
    603                              int pixel_width,
    604                              unsigned char* out_row,
    605                              bool has_alpha) {
    606     if (has_alpha) {
    607         convolveVertically_SSE2<true>(filter_values,
    608                                       filter_length,
    609                                       source_data_rows,
    610                                       pixel_width,
    611                                       out_row);
    612     } else {
    613         convolveVertically_SSE2<false>(filter_values,
    614                                        filter_length,
    615                                        source_data_rows,
    616                                        pixel_width,
    617                                        out_row);
    618     }
    619 }
    620 
    621 void applySIMDPadding_SSE2(SkConvolutionFilter1D *filter) {
    622     // Padding |paddingCount| of more dummy coefficients after the coefficients
    623     // of last filter to prevent SIMD instructions which load 8 or 16 bytes
    624     // together to access invalid memory areas. We are not trying to align the
    625     // coefficients right now due to the opaqueness of <vector> implementation.
    626     // This has to be done after all |AddFilter| calls.
    627     for (int i = 0; i < 8; ++i) {
    628         filter->addFilterValue(static_cast<SkConvolutionFilter1D::ConvolutionFixed>(0));
    629     }
    630 }
    631