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      1 ////////////////////////////////////////////////////////////////////////////////////////
      2 //
      3 //  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
      4 //
      5 //  By downloading, copying, installing or using the software you agree to this license.
      6 //  If you do not agree to this license, do not download, install,
      7 //  copy or use the software.
      8 //
      9 //
     10 //                           License Agreement
     11 //                For Open Source Computer Vision Library
     12 //
     13 // Copyright (C) 2010-2012, Institute Of Software Chinese Academy Of Science, all rights reserved.
     14 // Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved.
     15 // Third party copyrights are property of their respective owners.
     16 //
     17 // @Authors
     18 //    Shengen Yan,yanshengen (a] gmail.com
     19 //
     20 // Redistribution and use in source and binary forms, with or without modification,
     21 // are permitted provided that the following conditions are met:
     22 //
     23 //   * Redistribution's of source code must retain the above copyright notice,
     24 //     this list of conditions and the following disclaimer.
     25 //
     26 //   * Redistribution's in binary form must reproduce the above copyright notice,
     27 //     this list of conditions and the following disclaimer in the documentation
     28 //     and/or other materials provided with the distribution.
     29 //
     30 //   * The name of the copyright holders may not be used to endorse or promote products
     31 //     derived from this software without specific prior written permission.
     32 //
     33 // This software is provided by the copyright holders and contributors as is and
     34 // any express or implied warranties, including, but not limited to, the implied
     35 // warranties of merchantability and fitness for a particular purpose are disclaimed.
     36 // In no event shall the Intel Corporation or contributors be liable for any direct,
     37 // indirect, incidental, special, exemplary, or consequential damages
     38 // (including, but not limited to, procurement of substitute goods or services;
     39 // loss of use, data, or profits; or business interruption) however caused
     40 // and on any theory of liability, whether in contract, strict liability,
     41 // or tort (including negligence or otherwise) arising in any way out of
     42 // the use of this software, even if advised of the possibility of such damage.
     43 //
     44 
     45 #ifdef DOUBLE_SUPPORT
     46 #ifdef cl_amd_fp64
     47 #pragma OPENCL EXTENSION cl_amd_fp64:enable
     48 #elif defined (cl_khr_fp64)
     49 #pragma OPENCL EXTENSION cl_khr_fp64:enable
     50 #endif
     51 #endif
     52 
     53 #if defined OP_NORM_INF_MASK
     54 
     55 #ifdef DEPTH_0
     56 #define MIN_VAL 0
     57 #define MAX_VAL 255
     58 #elif defined DEPTH_1
     59 #define MIN_VAL -128
     60 #define MAX_VAL 127
     61 #elif defined DEPTH_2
     62 #define MIN_VAL 0
     63 #define MAX_VAL 65535
     64 #elif defined DEPTH_3
     65 #define MIN_VAL -32768
     66 #define MAX_VAL 32767
     67 #elif defined DEPTH_4
     68 #define MIN_VAL INT_MIN
     69 #define MAX_VAL INT_MAX
     70 #elif defined DEPTH_5
     71 #define MIN_VAL (-FLT_MAX)
     72 #define MAX_VAL FLT_MAX
     73 #elif defined DEPTH_6
     74 #define MIN_VAL (-DBL_MAX)
     75 #define MAX_VAL DBL_MAX
     76 #endif
     77 
     78 #define dstT srcT
     79 #define dstT1 srcT1
     80 
     81 #endif // min/max stuff
     82 
     83 #define noconvert
     84 
     85 #ifndef kercn
     86 #define kercn 1
     87 #endif
     88 
     89 #ifdef HAVE_MASK_CONT
     90 #define MASK_INDEX int mask_index = id + mask_offset;
     91 #else
     92 #define MASK_INDEX int mask_index = mad24(id / cols, mask_step, mask_offset + (id % cols))
     93 #endif
     94 
     95 #if cn != 3
     96 #define loadpix(addr) *(__global const srcT *)(addr)
     97 #define storepix(val, addr)  *(__global dstT *)(addr) = val
     98 #if kercn == 1
     99 #define srcTSIZE (int)sizeof(srcT)
    100 #else
    101 #define srcTSIZE (int)sizeof(srcT1)
    102 #endif
    103 #define dstTSIZE (int)sizeof(dstT)
    104 #else
    105 #define loadpix(addr) vload3(0, (__global const srcT1 *)(addr))
    106 #define storepix(val, addr) vstore3(val, 0, (__global dstT1 *)(addr))
    107 #define srcTSIZE ((int)sizeof(srcT1)*3)
    108 #define dstTSIZE ((int)sizeof(dstT1)*3)
    109 #endif
    110 
    111 #if ddepth <= 4
    112 #define SUM_ABS(a) convertFromU(abs(a))
    113 #define SUM_ABS2(a, b) convertFromU(abs_diff(a, b))
    114 #else
    115 #define SUM_ABS(a) fabs(a)
    116 #define SUM_ABS2(a, b) fabs(a - b)
    117 #endif
    118 
    119 #ifdef HAVE_MASK
    120 #ifdef HAVE_SRC2
    121 #define EXTRA_PARAMS , __global const uchar * mask, int mask_step, int mask_offset, __global const uchar * src2ptr, int src2_step, int src2_offset
    122 #else
    123 #define EXTRA_PARAMS , __global const uchar * mask, int mask_step, int mask_offset
    124 #endif
    125 #else
    126 #ifdef HAVE_SRC2
    127 #define EXTRA_PARAMS , __global const uchar * src2ptr, int src2_step, int src2_offset
    128 #else
    129 #define EXTRA_PARAMS
    130 #endif
    131 #endif
    132 
    133 // accumulative reduction stuff
    134 #if defined OP_SUM || defined OP_SUM_ABS || defined OP_SUM_SQR || defined OP_DOT
    135 
    136 #ifdef OP_DOT
    137 #if ddepth <= 4
    138 #define FUNC(a, b, c) a = mad24(b, c, a)
    139 #else
    140 #define FUNC(a, b, c) a = mad(b, c, a)
    141 #endif
    142 
    143 #elif defined OP_SUM
    144 #define FUNC(a, b) a += b
    145 
    146 #elif defined OP_SUM_ABS
    147 #define FUNC(a, b) a += SUM_ABS(b)
    148 
    149 #elif defined OP_SUM_SQR
    150 #if ddepth <= 4
    151 #define FUNC(a, b) a = mad24(b, b, a)
    152 #else
    153 #define FUNC(a, b) a = mad(b, b, a)
    154 #endif
    155 #endif
    156 
    157 #ifdef OP_CALC2
    158 #define DECLARE_LOCAL_MEM \
    159     __local dstT localmem[WGS2_ALIGNED], localmem2[WGS2_ALIGNED]
    160 #define DEFINE_ACCUMULATOR \
    161     dstT accumulator = (dstT)(0), accumulator2 = (dstT)(0)
    162 #else
    163 #define DECLARE_LOCAL_MEM \
    164     __local dstT localmem[WGS2_ALIGNED]
    165 #define DEFINE_ACCUMULATOR \
    166     dstT accumulator = (dstT)(0)
    167 #endif
    168 
    169 #ifdef HAVE_SRC2
    170 #ifdef OP_CALC2
    171 #define PROCESS_ELEMS \
    172     dstT temp = convertToDT(loadpix(srcptr + src_index)); \
    173     dstT temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    174     temp = SUM_ABS2(temp, temp2); \
    175     temp2 = SUM_ABS(temp2); \
    176     FUNC(accumulator2, temp2); \
    177     FUNC(accumulator, temp)
    178 #else
    179 #define PROCESS_ELEMS \
    180     dstT temp = convertToDT(loadpix(srcptr + src_index)); \
    181     dstT temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    182     temp = SUM_ABS2(temp, temp2); \
    183     FUNC(accumulator, temp)
    184 #endif
    185 #else
    186 #define PROCESS_ELEMS \
    187     dstT temp = convertToDT(loadpix(srcptr + src_index)); \
    188     FUNC(accumulator, temp)
    189 #endif
    190 
    191 #ifdef HAVE_MASK
    192 #define REDUCE_GLOBAL \
    193     MASK_INDEX; \
    194     if (mask[mask_index]) \
    195     { \
    196         PROCESS_ELEMS; \
    197     }
    198 #elif defined OP_DOT
    199 
    200 #ifdef HAVE_SRC2_CONT
    201 #define SRC2_INDEX int src2_index = mad24(id, srcTSIZE, src2_offset);
    202 #else
    203 #define SRC2_INDEX int src2_index = mad24(id / cols, src2_step, mad24(id % cols, srcTSIZE, src2_offset))
    204 #endif
    205 
    206 #if kercn == 1
    207 #define REDUCE_GLOBAL \
    208     SRC2_INDEX; \
    209     dstTK temp = convertToDT(loadpix(srcptr + src_index)), temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    210     FUNC(accumulator, temp, temp2)
    211 #elif kercn == 2
    212 #define REDUCE_GLOBAL \
    213     SRC2_INDEX; \
    214     dstTK temp = convertToDT(loadpix(srcptr + src_index)), temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    215     FUNC(accumulator, temp.s0, temp2.s0); \
    216     FUNC(accumulator, temp.s1, temp2.s1)
    217 #elif kercn == 4
    218 #define REDUCE_GLOBAL \
    219     SRC2_INDEX; \
    220     dstTK temp = convertToDT(loadpix(srcptr + src_index)), temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    221     FUNC(accumulator, temp.s0, temp2.s0); \
    222     FUNC(accumulator, temp.s1, temp2.s1); \
    223     FUNC(accumulator, temp.s2, temp2.s2); \
    224     FUNC(accumulator, temp.s3, temp2.s3)
    225 #elif kercn == 8
    226 #define REDUCE_GLOBAL \
    227     SRC2_INDEX; \
    228     dstTK temp = convertToDT(loadpix(srcptr + src_index)), temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    229     FUNC(accumulator, temp.s0, temp2.s0); \
    230     FUNC(accumulator, temp.s1, temp2.s1); \
    231     FUNC(accumulator, temp.s2, temp2.s2); \
    232     FUNC(accumulator, temp.s3, temp2.s3); \
    233     FUNC(accumulator, temp.s4, temp2.s4); \
    234     FUNC(accumulator, temp.s5, temp2.s5); \
    235     FUNC(accumulator, temp.s6, temp2.s6); \
    236     FUNC(accumulator, temp.s7, temp2.s7)
    237 #elif kercn == 16
    238 #define REDUCE_GLOBAL \
    239     SRC2_INDEX; \
    240     dstTK temp = convertToDT(loadpix(srcptr + src_index)), temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    241     FUNC(accumulator, temp.s0, temp2.s0); \
    242     FUNC(accumulator, temp.s1, temp2.s1); \
    243     FUNC(accumulator, temp.s2, temp2.s2); \
    244     FUNC(accumulator, temp.s3, temp2.s3); \
    245     FUNC(accumulator, temp.s4, temp2.s4); \
    246     FUNC(accumulator, temp.s5, temp2.s5); \
    247     FUNC(accumulator, temp.s6, temp2.s6); \
    248     FUNC(accumulator, temp.s7, temp2.s7); \
    249     FUNC(accumulator, temp.s8, temp2.s8); \
    250     FUNC(accumulator, temp.s9, temp2.s9); \
    251     FUNC(accumulator, temp.sA, temp2.sA); \
    252     FUNC(accumulator, temp.sB, temp2.sB); \
    253     FUNC(accumulator, temp.sC, temp2.sC); \
    254     FUNC(accumulator, temp.sD, temp2.sD); \
    255     FUNC(accumulator, temp.sE, temp2.sE); \
    256     FUNC(accumulator, temp.sF, temp2.sF)
    257 #endif
    258 
    259 #else // sum or norm with 2 args
    260 #ifdef HAVE_SRC2
    261 #ifdef OP_CALC2 // norm relative
    262 #if kercn == 1
    263 #define REDUCE_GLOBAL \
    264     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    265     dstTK temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    266     temp = SUM_ABS2(temp, temp2); \
    267     temp2 = SUM_ABS(temp2); \
    268     FUNC(accumulator, temp); \
    269     FUNC(accumulator2, temp2)
    270 #elif kercn == 2
    271 #define REDUCE_GLOBAL \
    272     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    273     dstTK temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    274     temp = SUM_ABS2(temp, temp2); \
    275     temp2 = SUM_ABS(temp2); \
    276     FUNC(accumulator, temp.s0); \
    277     FUNC(accumulator, temp.s1); \
    278     FUNC(accumulator2, temp2.s0); \
    279     FUNC(accumulator2, temp2.s1)
    280 #elif kercn == 4
    281 #define REDUCE_GLOBAL \
    282     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    283     dstTK temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    284     temp = SUM_ABS2(temp, temp2); \
    285     temp2 = SUM_ABS(temp2); \
    286     FUNC(accumulator, temp.s0); \
    287     FUNC(accumulator, temp.s1); \
    288     FUNC(accumulator, temp.s2); \
    289     FUNC(accumulator, temp.s3); \
    290     FUNC(accumulator2, temp2.s0); \
    291     FUNC(accumulator2, temp2.s1); \
    292     FUNC(accumulator2, temp2.s2); \
    293     FUNC(accumulator2, temp2.s3)
    294 #elif kercn == 8
    295 #define REDUCE_GLOBAL \
    296     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    297     dstTK temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    298     temp = SUM_ABS2(temp, temp2); \
    299     temp2 = SUM_ABS(temp2); \
    300     FUNC(accumulator, temp.s0); \
    301     FUNC(accumulator, temp.s1); \
    302     FUNC(accumulator, temp.s2); \
    303     FUNC(accumulator, temp.s3); \
    304     FUNC(accumulator, temp.s4); \
    305     FUNC(accumulator, temp.s5); \
    306     FUNC(accumulator, temp.s6); \
    307     FUNC(accumulator, temp.s7); \
    308     FUNC(accumulator2, temp2.s0); \
    309     FUNC(accumulator2, temp2.s1); \
    310     FUNC(accumulator2, temp2.s2); \
    311     FUNC(accumulator2, temp2.s3); \
    312     FUNC(accumulator2, temp2.s4); \
    313     FUNC(accumulator2, temp2.s5); \
    314     FUNC(accumulator2, temp2.s6); \
    315     FUNC(accumulator2, temp2.s7)
    316 #elif kercn == 16
    317 #define REDUCE_GLOBAL \
    318     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    319     dstTK temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    320     temp = SUM_ABS2(temp, temp2); \
    321     temp2 = SUM_ABS(temp2); \
    322     FUNC(accumulator, temp.s0); \
    323     FUNC(accumulator, temp.s1); \
    324     FUNC(accumulator, temp.s2); \
    325     FUNC(accumulator, temp.s3); \
    326     FUNC(accumulator, temp.s4); \
    327     FUNC(accumulator, temp.s5); \
    328     FUNC(accumulator, temp.s6); \
    329     FUNC(accumulator, temp.s7); \
    330     FUNC(accumulator, temp.s8); \
    331     FUNC(accumulator, temp.s9); \
    332     FUNC(accumulator, temp.sA); \
    333     FUNC(accumulator, temp.sB); \
    334     FUNC(accumulator, temp.sC); \
    335     FUNC(accumulator, temp.sD); \
    336     FUNC(accumulator, temp.sE); \
    337     FUNC(accumulator, temp.sF); \
    338     FUNC(accumulator2, temp2.s0); \
    339     FUNC(accumulator2, temp2.s1); \
    340     FUNC(accumulator2, temp2.s2); \
    341     FUNC(accumulator2, temp2.s3); \
    342     FUNC(accumulator2, temp2.s4); \
    343     FUNC(accumulator2, temp2.s5); \
    344     FUNC(accumulator2, temp2.s6); \
    345     FUNC(accumulator2, temp2.s7); \
    346     FUNC(accumulator2, temp2.s8); \
    347     FUNC(accumulator2, temp2.s9); \
    348     FUNC(accumulator2, temp2.sA); \
    349     FUNC(accumulator2, temp2.sB); \
    350     FUNC(accumulator2, temp2.sC); \
    351     FUNC(accumulator2, temp2.sD); \
    352     FUNC(accumulator2, temp2.sE); \
    353     FUNC(accumulator2, temp2.sF)
    354 #endif
    355 #else // norm with 2 args
    356 #if kercn == 1
    357 #define REDUCE_GLOBAL \
    358     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    359     dstTK temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    360     temp = SUM_ABS2(temp, temp2); \
    361     FUNC(accumulator, temp)
    362 #elif kercn == 2
    363 #define REDUCE_GLOBAL \
    364     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    365     dstTK temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    366     temp = SUM_ABS2(temp, temp2); \
    367     FUNC(accumulator, temp.s0); \
    368     FUNC(accumulator, temp.s1)
    369 #elif kercn == 4
    370 #define REDUCE_GLOBAL \
    371     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    372     dstTK temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    373     temp = SUM_ABS2(temp, temp2); \
    374     FUNC(accumulator, temp.s0); \
    375     FUNC(accumulator, temp.s1); \
    376     FUNC(accumulator, temp.s2); \
    377     FUNC(accumulator, temp.s3)
    378 #elif kercn == 8
    379 #define REDUCE_GLOBAL \
    380     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    381     dstTK temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    382     temp = SUM_ABS2(temp, temp2); \
    383     FUNC(accumulator, temp.s0); \
    384     FUNC(accumulator, temp.s1); \
    385     FUNC(accumulator, temp.s2); \
    386     FUNC(accumulator, temp.s3); \
    387     FUNC(accumulator, temp.s4); \
    388     FUNC(accumulator, temp.s5); \
    389     FUNC(accumulator, temp.s6); \
    390     FUNC(accumulator, temp.s7)
    391 #elif kercn == 16
    392 #define REDUCE_GLOBAL \
    393     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    394     dstTK temp2 = convertToDT(loadpix(src2ptr + src2_index)); \
    395     temp = SUM_ABS2(temp, temp2); \
    396     FUNC(accumulator, temp.s0); \
    397     FUNC(accumulator, temp.s1); \
    398     FUNC(accumulator, temp.s2); \
    399     FUNC(accumulator, temp.s3); \
    400     FUNC(accumulator, temp.s4); \
    401     FUNC(accumulator, temp.s5); \
    402     FUNC(accumulator, temp.s6); \
    403     FUNC(accumulator, temp.s7); \
    404     FUNC(accumulator, temp.s8); \
    405     FUNC(accumulator, temp.s9); \
    406     FUNC(accumulator, temp.sA); \
    407     FUNC(accumulator, temp.sB); \
    408     FUNC(accumulator, temp.sC); \
    409     FUNC(accumulator, temp.sD); \
    410     FUNC(accumulator, temp.sE); \
    411     FUNC(accumulator, temp.sF)
    412 #endif
    413 #endif
    414 
    415 #else // sum
    416 #if kercn == 1
    417 #define REDUCE_GLOBAL \
    418     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    419     FUNC(accumulator, temp)
    420 #elif kercn == 2
    421 #define REDUCE_GLOBAL \
    422     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    423     FUNC(accumulator, temp.s0); \
    424     FUNC(accumulator, temp.s1)
    425 #elif kercn == 4
    426 #define REDUCE_GLOBAL \
    427     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    428     FUNC(accumulator, temp.s0); \
    429     FUNC(accumulator, temp.s1); \
    430     FUNC(accumulator, temp.s2); \
    431     FUNC(accumulator, temp.s3)
    432 #elif kercn == 8
    433 #define REDUCE_GLOBAL \
    434     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    435     FUNC(accumulator, temp.s0); \
    436     FUNC(accumulator, temp.s1); \
    437     FUNC(accumulator, temp.s2); \
    438     FUNC(accumulator, temp.s3); \
    439     FUNC(accumulator, temp.s4); \
    440     FUNC(accumulator, temp.s5); \
    441     FUNC(accumulator, temp.s6); \
    442     FUNC(accumulator, temp.s7)
    443 #elif kercn == 16
    444 #define REDUCE_GLOBAL \
    445     dstTK temp = convertToDT(loadpix(srcptr + src_index)); \
    446     FUNC(accumulator, temp.s0); \
    447     FUNC(accumulator, temp.s1); \
    448     FUNC(accumulator, temp.s2); \
    449     FUNC(accumulator, temp.s3); \
    450     FUNC(accumulator, temp.s4); \
    451     FUNC(accumulator, temp.s5); \
    452     FUNC(accumulator, temp.s6); \
    453     FUNC(accumulator, temp.s7); \
    454     FUNC(accumulator, temp.s8); \
    455     FUNC(accumulator, temp.s9); \
    456     FUNC(accumulator, temp.sA); \
    457     FUNC(accumulator, temp.sB); \
    458     FUNC(accumulator, temp.sC); \
    459     FUNC(accumulator, temp.sD); \
    460     FUNC(accumulator, temp.sE); \
    461     FUNC(accumulator, temp.sF)
    462 #endif
    463 #endif
    464 #endif
    465 
    466 #ifdef OP_CALC2
    467 #define SET_LOCAL_1 \
    468     localmem[lid] = accumulator; \
    469     localmem2[lid] = accumulator2
    470 #define REDUCE_LOCAL_1 \
    471     localmem[lid - WGS2_ALIGNED] += accumulator; \
    472     localmem2[lid - WGS2_ALIGNED] += accumulator2
    473 #define REDUCE_LOCAL_2 \
    474     localmem[lid] += localmem[lid2]; \
    475     localmem2[lid] += localmem2[lid2]
    476 #define CALC_RESULT \
    477     storepix(localmem[0], dstptr + dstTSIZE * gid); \
    478     storepix(localmem2[0], dstptr + mad24(groupnum, dstTSIZE, dstTSIZE * gid))
    479 #else
    480 #define SET_LOCAL_1 \
    481     localmem[lid] = accumulator
    482 #define REDUCE_LOCAL_1 \
    483     localmem[lid - WGS2_ALIGNED] += accumulator
    484 #define REDUCE_LOCAL_2 \
    485     localmem[lid] += localmem[lid2]
    486 #define CALC_RESULT \
    487     storepix(localmem[0], dstptr + dstTSIZE * gid)
    488 #endif
    489 
    490 // countNonZero stuff
    491 #elif defined OP_COUNT_NON_ZERO
    492 #define dstT int
    493 #define DECLARE_LOCAL_MEM \
    494     __local dstT localmem[WGS2_ALIGNED]
    495 #define DEFINE_ACCUMULATOR \
    496     dstT accumulator = (dstT)(0); \
    497     srcT1 zero = (srcT1)(0), one = (srcT1)(1)
    498 #if kercn == 1
    499 #define REDUCE_GLOBAL \
    500     accumulator += loadpix(srcptr + src_index) == zero ? zero : one
    501 #elif kercn == 2
    502 #define REDUCE_GLOBAL \
    503     srcT value = loadpix(srcptr + src_index); \
    504     accumulator += value.s0 == zero ? zero : one; \
    505     accumulator += value.s1 == zero ? zero : one
    506 #elif kercn == 4
    507 #define REDUCE_GLOBAL \
    508     srcT value = loadpix(srcptr + src_index); \
    509     accumulator += value.s0 == zero ? zero : one; \
    510     accumulator += value.s1 == zero ? zero : one; \
    511     accumulator += value.s2 == zero ? zero : one; \
    512     accumulator += value.s3 == zero ? zero : one
    513 #elif kercn == 8
    514 #define REDUCE_GLOBAL \
    515     srcT value = loadpix(srcptr + src_index); \
    516     accumulator += value.s0 == zero ? zero : one; \
    517     accumulator += value.s1 == zero ? zero : one; \
    518     accumulator += value.s2 == zero ? zero : one; \
    519     accumulator += value.s3 == zero ? zero : one; \
    520     accumulator += value.s4 == zero ? zero : one; \
    521     accumulator += value.s5 == zero ? zero : one; \
    522     accumulator += value.s6 == zero ? zero : one; \
    523     accumulator += value.s7 == zero ? zero : one
    524 #elif kercn == 16
    525 #define REDUCE_GLOBAL \
    526     srcT value = loadpix(srcptr + src_index); \
    527     accumulator += value.s0 == zero ? zero : one; \
    528     accumulator += value.s1 == zero ? zero : one; \
    529     accumulator += value.s2 == zero ? zero : one; \
    530     accumulator += value.s3 == zero ? zero : one; \
    531     accumulator += value.s4 == zero ? zero : one; \
    532     accumulator += value.s5 == zero ? zero : one; \
    533     accumulator += value.s6 == zero ? zero : one; \
    534     accumulator += value.s7 == zero ? zero : one; \
    535     accumulator += value.s8 == zero ? zero : one; \
    536     accumulator += value.s9 == zero ? zero : one; \
    537     accumulator += value.sA == zero ? zero : one; \
    538     accumulator += value.sB == zero ? zero : one; \
    539     accumulator += value.sC == zero ? zero : one; \
    540     accumulator += value.sD == zero ? zero : one; \
    541     accumulator += value.sE == zero ? zero : one; \
    542     accumulator += value.sF == zero ? zero : one
    543 #endif
    544 
    545 #define SET_LOCAL_1 \
    546     localmem[lid] = accumulator
    547 #define REDUCE_LOCAL_1 \
    548     localmem[lid - WGS2_ALIGNED] += accumulator
    549 #define REDUCE_LOCAL_2 \
    550     localmem[lid] += localmem[lid2]
    551 #define CALC_RESULT \
    552     storepix(localmem[0], dstptr + dstTSIZE * gid)
    553 
    554 #else
    555 #error "No operation"
    556 #endif
    557 
    558 #ifdef OP_DOT
    559 #undef EXTRA_PARAMS
    560 #define EXTRA_PARAMS , __global uchar * src2ptr, int src2_step, int src2_offset
    561 #endif
    562 
    563 __kernel void reduce(__global const uchar * srcptr, int src_step, int src_offset, int cols,
    564                      int total, int groupnum, __global uchar * dstptr EXTRA_PARAMS)
    565 {
    566     int lid = get_local_id(0);
    567     int gid = get_group_id(0);
    568     int  id = get_global_id(0) * kercn;
    569 
    570     srcptr += src_offset;
    571 #ifdef HAVE_SRC2
    572     src2ptr += src2_offset;
    573 #endif
    574 
    575     DECLARE_LOCAL_MEM;
    576     DEFINE_ACCUMULATOR;
    577 
    578     for (int grain = groupnum * WGS * kercn; id < total; id += grain)
    579     {
    580 #ifdef HAVE_SRC_CONT
    581         int src_index = id * srcTSIZE;
    582 #else
    583         int src_index = mad24(id / cols, src_step, mul24(id % cols, srcTSIZE));
    584 #endif
    585 #ifdef HAVE_SRC2
    586 #ifdef HAVE_SRC2_CONT
    587         int src2_index = id * srcTSIZE;
    588 #else
    589         int src2_index = mad24(id / cols, src2_step, mul24(id % cols, srcTSIZE));
    590 #endif
    591 #endif
    592         REDUCE_GLOBAL;
    593     }
    594 
    595     if (lid < WGS2_ALIGNED)
    596     {
    597         SET_LOCAL_1;
    598     }
    599     barrier(CLK_LOCAL_MEM_FENCE);
    600 
    601     if (lid >= WGS2_ALIGNED && total >= WGS2_ALIGNED)
    602     {
    603         REDUCE_LOCAL_1;
    604     }
    605     barrier(CLK_LOCAL_MEM_FENCE);
    606 
    607     for (int lsize = WGS2_ALIGNED >> 1; lsize > 0; lsize >>= 1)
    608     {
    609         if (lid < lsize)
    610         {
    611            int lid2 = lsize + lid;
    612            REDUCE_LOCAL_2;
    613         }
    614         barrier(CLK_LOCAL_MEM_FENCE);
    615     }
    616 
    617     if (lid == 0)
    618     {
    619         CALC_RESULT;
    620     }
    621 }
    622