1 /*
   2  * Copyright (c) 2003, 2011, Oracle and/or its affiliates. All rights reserved.
   3  * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER.
   4  *
   5  * This code is free software; you can redistribute it and/or modify it
   6  * under the terms of the GNU General Public License version 2 only, as
   7  * published by the Free Software Foundation.  Oracle designates this
   8  * particular file as subject to the "Classpath" exception as provided
   9  * by Oracle in the LICENSE file that accompanied this code.
  10  *
  11  * This code is distributed in the hope that it will be useful, but WITHOUT
  12  * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
  13  * FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License
  14  * version 2 for more details (a copy is included in the LICENSE file that
  15  * accompanied this code).
  16  *
  17  * You should have received a copy of the GNU General Public License version
  18  * 2 along with this work; if not, write to the Free Software Foundation,
  19  * Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA.
  20  *
  21  * Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA
  22  * or visit www.oracle.com if you need additional information or have any
  23  * questions.
  24  */
  25 
  26 
  27 /*
  28  * FUNCTION
  29  *   Internal functions for mlib_ImageConv* on D64/F32 type and
  30  *   MLIB_EDGE_DST_NO_WRITE mask
  31  *
  32  */
  33 
  34 #include "mlib_image.h"
  35 #include "mlib_ImageConv.h"
  36 
  37 /***************************************************************/
  38 /*
  39   This define switches between functions of MLIB_DOUBLE and MLIB_FLOAT types:
  40   Files mlib_ImageConv_D64nw.c and mlib_ImageConv_F32nw.c
  41 */
  42 
  43 /* #define TYPE_DOUBLE */
  44 
  45 /***************************************************************/
  46 #ifdef TYPE_DOUBLE
  47 
  48 #define CONV_FUNC(KERN) mlib_conv##KERN##nw_d64
  49 
  50 #define DTYPE mlib_d64
  51 
  52 #else
  53 
  54 #define CONV_FUNC(KERN) mlib_conv##KERN##nw_f32
  55 
  56 #define DTYPE mlib_f32
  57 
  58 #endif /* TYPE_DOUBLE */
  59 
  60 /***************************************************************/
  61 #define GET_SRC_DST_PARAMETERS(type)                            \
  62   mlib_s32 hgt = mlib_ImageGetHeight(src);                      \
  63   mlib_s32 wid = mlib_ImageGetWidth(src);                       \
  64   mlib_s32 sll = mlib_ImageGetStride(src) / sizeof(type);       \
  65   mlib_s32 dll = mlib_ImageGetStride(dst) / sizeof(type);       \
  66   type*    adr_src = mlib_ImageGetData(src);                    \
  67   type*    adr_dst = mlib_ImageGetData(dst);                    \
  68   mlib_s32 chan1 = mlib_ImageGetChannels(src)
  69 
  70 /***************************************************************/
  71 #define DEF_VARS(type)                                          \
  72   GET_SRC_DST_PARAMETERS(type);                                 \
  73   type     *sl;                                                 \
  74   type     *dl, *dp = NULL;                                     \
  75   mlib_s32 i, j, c
  76 
  77 /***************************************************************/
  78 #undef  KSIZE
  79 #define KSIZE 2
  80 
  81 mlib_status CONV_FUNC(2x2)(mlib_image       *dst,
  82                            const mlib_image *src,
  83                            const mlib_d64   *kern,
  84                            mlib_s32         cmask)
  85 {
  86   DEF_VARS(DTYPE);
  87   DTYPE    *sp0, *sp1;
  88   mlib_s32 chan2 = chan1 + chan1;
  89   mlib_s32 chan3 = chan1 + chan2;
  90   mlib_s32 chan4 = chan3 + chan1;
  91   DTYPE k0, k1, k2, k3;
  92   DTYPE p00, p01, p02, p03, p04,
  93         p10, p11, p12, p13, p14;
  94 
  95   /* keep kernel in regs */
  96   k0 = (DTYPE)kern[0];  k1 = (DTYPE)kern[1];
  97   k2 = (DTYPE)kern[2];  k3 = (DTYPE)kern[3];
  98 
  99   wid -= (KSIZE - 1);
 100   hgt -= (KSIZE - 1);
 101 
 102   for (c = 0; c < chan1; c++) {
 103     if (!(cmask & (1 << (chan1 - 1 - c)))) continue;
 104 
 105     dl = adr_dst + c;
 106     sl = adr_src + c;
 107 
 108     for (j = 0; j < hgt; j++) {
 109       dp  = dl;
 110       sp0 = sl;
 111       sp1 = sp0 + sll;
 112 
 113       p04 = sp0[0];
 114       p14 = sp1[0];
 115 
 116       sp0 += chan1;
 117       sp1 += chan1;
 118 
 119 #ifdef __SUNPRO_C
 120 #pragma pipeloop(0)
 121 #endif /* __SUNPRO_C */
 122       for (i = 0; i <= (wid - 4); i += 4) {
 123         p00 = p04; p10 = p14;
 124 
 125         p01 = sp0[0];     p11 = sp1[0];
 126         p02 = sp0[chan1]; p12 = sp1[chan1];
 127         p03 = sp0[chan2]; p13 = sp1[chan2];
 128         p04 = sp0[chan3]; p14 = sp1[chan3];
 129 
 130         dp[0    ] = p00 * k0 + p01 * k1 + p10 * k2 + p11 * k3;
 131         dp[chan1] = p01 * k0 + p02 * k1 + p11 * k2 + p12 * k3;
 132         dp[chan2] = p02 * k0 + p03 * k1 + p12 * k2 + p13 * k3;
 133         dp[chan3] = p03 * k0 + p04 * k1 + p13 * k2 + p14 * k3;
 134 
 135         dp  += chan4;
 136         sp0 += chan4;
 137         sp1 += chan4;
 138       }
 139 
 140       if (i < wid) {
 141         p00 = p04;    p10 = p14;
 142         p01 = sp0[0]; p11 = sp1[0];
 143         dp[0] = p00 * k0 + p01 * k1 + p10 * k2 + p11 * k3;
 144 
 145         if ((i + 1) < wid) {
 146           p02 = sp0[chan1]; p12 = sp1[chan1];
 147           dp[chan1] = p01 * k0 + p02 * k1 + p11 * k2 + p12 * k3;
 148 
 149           if ((i + 2) < wid) {
 150             p03 = sp0[chan2]; p13 = sp1[chan2];
 151             dp[chan2] = p02 * k0 + p03 * k1 + p12 * k2 + p13 * k3;
 152           }
 153         }
 154       }
 155 
 156       sl += sll;
 157       dl += dll;
 158     }
 159   }
 160 
 161   return MLIB_SUCCESS;
 162 }
 163 
 164 /***************************************************************/
 165 #undef  KSIZE
 166 #define KSIZE 3
 167 
 168 mlib_status CONV_FUNC(3x3)(mlib_image       *dst,
 169                            const mlib_image *src,
 170                            const mlib_d64   *kern,
 171                            mlib_s32         cmask)
 172 {
 173   DEF_VARS(DTYPE);
 174   mlib_s32 chan2 = chan1 + chan1;
 175   DTYPE    *sp0, *sp1;
 176   DTYPE *sp2;
 177   DTYPE k0, k1, k2, k3, k4, k5, k6, k7, k8;
 178   DTYPE p02, p03, p12, p13, p22, p23;
 179 
 180   /* keep kernel in regs */
 181   k0 = (DTYPE)kern[0];  k1 = (DTYPE)kern[1];  k2 = (DTYPE)kern[2];
 182   k3 = (DTYPE)kern[3];  k4 = (DTYPE)kern[4];  k5 = (DTYPE)kern[5];
 183   k6 = (DTYPE)kern[6];  k7 = (DTYPE)kern[7];  k8 = (DTYPE)kern[8];
 184 
 185   wid -= (KSIZE - 1);
 186   hgt -= (KSIZE - 1);
 187 
 188   adr_dst += ((KSIZE - 1)/2)*(dll + chan1);
 189 
 190   for (c = 0; c < chan1; c++) {
 191     if (!(cmask & (1 << (chan1 - 1 - c)))) continue;
 192 
 193     sl = adr_src + c;
 194     dl = adr_dst + c;
 195 
 196     for (j = 0; j < hgt; j++) {
 197       DTYPE s0, s1;
 198 
 199       dp  = dl;
 200       sp0 = sl;
 201       sp1 = sp0 + sll;
 202       sp2 = sp1 + sll;
 203 
 204       p02 = sp0[0];
 205       p12 = sp1[0];
 206       p22 = sp2[0];
 207 
 208       p03 = sp0[chan1];
 209       p13 = sp1[chan1];
 210       p23 = sp2[chan1];
 211 
 212       s0 = p02 * k0 + p03 * k1 + p12 * k3 + p13 * k4 + p22 * k6 + p23 * k7;
 213       s1 = p03 * k0 + p13 * k3 + p23 * k6;
 214 
 215       sp0 += chan2;
 216       sp1 += chan2;
 217       sp2 += chan2;
 218 
 219 #ifdef __SUNPRO_C
 220 #pragma pipeloop(0)
 221 #endif /* __SUNPRO_C */
 222       for (i = 0; i <= (wid - 2); i += 2) {
 223         p02 = sp0[0];     p12 = sp1[0];     p22 = sp2[0];
 224         p03 = sp0[chan1]; p13 = sp1[chan1]; p23 = sp2[chan1];
 225 
 226         dp[0    ] = s0 + p02 * k2 + p12 * k5 + p22 * k8;
 227         dp[chan1] = s1 + p02 * k1 + p03 * k2 + p12 * k4 + p13 * k5 + p22 * k7 + p23 * k8;
 228 
 229         s0 = p02 * k0 + p03 * k1 + p12 * k3 + p13 * k4 + p22 * k6 + p23 * k7;
 230         s1 = p03 * k0 + p13 * k3 + p23 * k6;
 231 
 232         sp0 += chan2;
 233         sp1 += chan2;
 234         sp2 += chan2;
 235         dp += chan2;
 236       }
 237 
 238       if (wid & 1) {
 239         p02 = sp0[0]; p12 = sp1[0]; p22 = sp2[0];
 240         dp[0] = s0 + p02 * k2 + p12 * k5 + p22 * k8;
 241       }
 242 
 243       sl += sll;
 244       dl += dll;
 245     }
 246   }
 247 
 248   return MLIB_SUCCESS;
 249 }
 250 
 251 /***************************************************************/
 252 #undef  KSIZE
 253 #define KSIZE 4
 254 
 255 mlib_status CONV_FUNC(4x4)(mlib_image       *dst,
 256                            const mlib_image *src,
 257                            const mlib_d64   *k,
 258                            mlib_s32         cmask)
 259 {
 260   DTYPE k0, k1, k2, k3, k4, k5, k6, k7;
 261   DTYPE p00, p01, p02, p03, p04,
 262         p10, p11, p12, p13, p14;
 263   DEF_VARS(DTYPE);
 264   DTYPE    *sp0, *sp1;
 265   mlib_s32 chan2 = chan1 + chan1;
 266   mlib_s32 chan3 = chan1 + chan2;
 267 
 268   wid -= (KSIZE - 1);
 269   hgt -= (KSIZE - 1);
 270 
 271   adr_dst += ((KSIZE - 1)/2)*(dll + chan1);
 272 
 273   for (c = 0; c < chan1; c++) {
 274     if (!(cmask & (1 << (chan1 - 1 - c)))) continue;
 275 
 276     sl = adr_src + c;
 277     dl = adr_dst + c;
 278 
 279     for (j = 0; j < hgt; j++) {
 280       /*
 281        *  First loop on two first lines of kernel
 282        */
 283       sp0 = sl;
 284       sp1 = sp0 + sll;
 285       dp = dl;
 286 
 287       k0 = (DTYPE)k[0]; k1 = (DTYPE)k[1]; k2 = (DTYPE)k[2]; k3 = (DTYPE)k[3];
 288       k4 = (DTYPE)k[4]; k5 = (DTYPE)k[5]; k6 = (DTYPE)k[6]; k7 = (DTYPE)k[7];
 289 
 290       p02 = sp0[0];     p12 = sp1[0];
 291       p03 = sp0[chan1]; p13 = sp1[chan1];
 292       p04 = sp0[chan2]; p14 = sp1[chan2];
 293 
 294       sp0 += chan3;
 295       sp1 += chan3;
 296 
 297 #ifdef __SUNPRO_C
 298 #pragma pipeloop(0)
 299 #endif /* __SUNPRO_C */
 300       for (i = 0; i <= (wid - 2); i += 2) {
 301         p00 = p02; p10 = p12;
 302         p01 = p03; p11 = p13;
 303         p02 = p04; p12 = p14;
 304 
 305         p03 = sp0[0];     p13 = sp1[0];
 306         p04 = sp0[chan1]; p14 = sp1[chan1];
 307 
 308         dp[0    ] = (p00 * k0 + p01 * k1 + p02 * k2 + p03 * k3 +
 309                      p10 * k4 + p11 * k5 + p12 * k6 + p13 * k7);
 310         dp[chan1] = (p01 * k0 + p02 * k1 + p03 * k2 + p04 * k3 +
 311                      p11 * k4 + p12 * k5 + p13 * k6 + p14 * k7);
 312 
 313         sp0 += chan2;
 314         sp1 += chan2;
 315         dp += chan2;
 316       }
 317 
 318       if (wid & 1) {
 319         p00 = p02; p10 = p12;
 320         p01 = p03; p11 = p13;
 321         p02 = p04; p12 = p14;
 322         p03 = sp0[0]; p13 = sp1[0];
 323 
 324         dp[0] = (p00 * k0 + p01 * k1 + p02 * k2 + p03 * k3 +
 325                  p10 * k4 + p11 * k5 + p12 * k6 + p13 * k7);
 326       }
 327 
 328       /*
 329        *  Second loop on two last lines of kernel
 330        */
 331       sp0 = sl + 2*sll;
 332       sp1 = sp0 + sll;
 333       dp = dl;
 334 
 335       k0 = (DTYPE)k[ 8]; k1 = (DTYPE)k[ 9]; k2 = (DTYPE)k[10]; k3 = (DTYPE)k[11];
 336       k4 = (DTYPE)k[12]; k5 = (DTYPE)k[13]; k6 = (DTYPE)k[14]; k7 = (DTYPE)k[15];
 337 
 338       p02 = sp0[0];     p12 = sp1[0];
 339       p03 = sp0[chan1]; p13 = sp1[chan1];
 340       p04 = sp0[chan2]; p14 = sp1[chan2];
 341 
 342       sp0 += chan3;
 343       sp1 += chan3;
 344 
 345 #ifdef __SUNPRO_C
 346 #pragma pipeloop(0)
 347 #endif /* __SUNPRO_C */
 348       for (i = 0; i <= (wid - 2); i += 2) {
 349         p00 = p02; p10 = p12;
 350         p01 = p03; p11 = p13;
 351         p02 = p04; p12 = p14;
 352 
 353         p03 = sp0[0];     p13 = sp1[0];
 354         p04 = sp0[chan1]; p14 = sp1[chan1];
 355 
 356         dp[0    ] += (p00 * k0 + p01 * k1 + p02 * k2 + p03 * k3 +
 357                       p10 * k4 + p11 * k5 + p12 * k6 + p13 * k7);
 358         dp[chan1] += (p01 * k0 + p02 * k1 + p03 * k2 + p04 * k3 +
 359                       p11 * k4 + p12 * k5 + p13 * k6 + p14 * k7);
 360 
 361         sp0 += chan2;
 362         sp1 += chan2;
 363         dp += chan2;
 364       }
 365 
 366       if (wid & 1) {
 367         p00 = p02; p10 = p12;
 368         p01 = p03; p11 = p13;
 369         p02 = p04; p12 = p14;
 370         p03 = sp0[0]; p13 = sp1[0];
 371 
 372         dp[0] += (p00 * k0 + p01 * k1 + p02 * k2 + p03 * k3 +
 373                   p10 * k4 + p11 * k5 + p12 * k6 + p13 * k7);
 374       }
 375 
 376       /* next line */
 377       sl += sll;
 378       dl += dll;
 379     }
 380   }
 381 
 382   return MLIB_SUCCESS;
 383 }
 384 
 385 /***************************************************************/
 386 #undef  KSIZE
 387 #define KSIZE 5
 388 
 389 mlib_status CONV_FUNC(5x5)(mlib_image       *dst,
 390                            const mlib_image *src,
 391                            const mlib_d64   *k,
 392                            mlib_s32         cmask)
 393 {
 394   DTYPE k0, k1, k2, k3, k4, k5, k6, k7, k8, k9;
 395   DTYPE p00, p01, p02, p03, p04, p05,
 396         p10, p11, p12, p13, p14, p15;
 397   DEF_VARS(DTYPE);
 398   DTYPE    *sp0, *sp1;
 399   mlib_s32 chan2 = chan1 + chan1;
 400   mlib_s32 chan3 = chan1 + chan2;
 401   mlib_s32 chan4 = chan3 + chan1;
 402 
 403   wid -= (KSIZE - 1);
 404   hgt -= (KSIZE - 1);
 405 
 406   adr_dst += ((KSIZE - 1)/2)*(dll + chan1);
 407 
 408   for (c = 0; c < chan1; c++) {
 409     if (!(cmask & (1 << (chan1 - 1 - c)))) continue;
 410 
 411     sl = adr_src + c;
 412     dl = adr_dst + c;
 413 
 414     for (j = 0; j < hgt; j++) {
 415       /*
 416        *  First loop
 417        */
 418       sp0 = sl;
 419       sp1 = sp0 + sll;
 420       dp = dl;
 421 
 422       k0 = (DTYPE)k[0]; k1 = (DTYPE)k[1]; k2 = (DTYPE)k[2]; k3 = (DTYPE)k[3]; k4 = (DTYPE)k[4];
 423       k5 = (DTYPE)k[5]; k6 = (DTYPE)k[6]; k7 = (DTYPE)k[7]; k8 = (DTYPE)k[8]; k9 = (DTYPE)k[9];
 424 
 425       p02 = sp0[0];     p12 = sp1[0];
 426       p03 = sp0[chan1]; p13 = sp1[chan1];
 427       p04 = sp0[chan2]; p14 = sp1[chan2];
 428       p05 = sp0[chan3]; p15 = sp1[chan3];
 429 
 430       sp0 += chan4;
 431       sp1 += chan4;
 432 
 433 #ifdef __SUNPRO_C
 434 #pragma pipeloop(0)
 435 #endif /* __SUNPRO_C */
 436       for (i = 0; i <= (wid - 2); i += 2) {
 437         p00 = p02; p10 = p12;
 438         p01 = p03; p11 = p13;
 439         p02 = p04; p12 = p14;
 440         p03 = p05; p13 = p15;
 441 
 442         p04 = sp0[0];     p14 = sp1[0];
 443         p05 = sp0[chan1]; p15 = sp1[chan1];
 444 
 445         dp[    0] = (p00 * k0 + p01 * k1 + p02 * k2 + p03 * k3 + p04 * k4 +
 446                      p10 * k5 + p11 * k6 + p12 * k7 + p13 * k8 + p14 * k9);
 447         dp[chan1] = (p01 * k0 + p02 * k1 + p03 * k2 + p04 * k3 + p05 * k4 +
 448                      p11 * k5 + p12 * k6 + p13 * k7 + p14 * k8 + p15 * k9);
 449 
 450         sp0 += chan2;
 451         sp1 += chan2;
 452         dp += chan2;
 453       }
 454 
 455       if (wid & 1) {
 456         p00 = p02; p10 = p12;
 457         p01 = p03; p11 = p13;
 458         p02 = p04; p12 = p14;
 459         p03 = p05; p13 = p15;
 460 
 461         p04 = sp0[0];     p14 = sp1[0];
 462 
 463         dp[0] = (p00 * k0 + p01 * k1 + p02 * k2 + p03 * k3 + p04 * k4 +
 464                  p10 * k5 + p11 * k6 + p12 * k7 + p13 * k8 + p14 * k9);
 465       }
 466 
 467       /*
 468        *  Second loop
 469        */
 470       sp0 = sl + 2*sll;
 471       sp1 = sp0 + sll;
 472       dp = dl;
 473 
 474       k0 = (DTYPE)k[10]; k1 = (DTYPE)k[11]; k2 = (DTYPE)k[12]; k3 = (DTYPE)k[13]; k4 = (DTYPE)k[14];
 475       k5 = (DTYPE)k[15]; k6 = (DTYPE)k[16]; k7 = (DTYPE)k[17]; k8 = (DTYPE)k[18]; k9 = (DTYPE)k[19];
 476 
 477       p02 = sp0[0];     p12 = sp1[0];
 478       p03 = sp0[chan1]; p13 = sp1[chan1];
 479       p04 = sp0[chan2]; p14 = sp1[chan2];
 480       p05 = sp0[chan3]; p15 = sp1[chan3];
 481 
 482       sp0 += chan4;
 483       sp1 += chan4;
 484 
 485 #ifdef __SUNPRO_C
 486 #pragma pipeloop(0)
 487 #endif /* __SUNPRO_C */
 488       for (i = 0; i <= (wid - 2); i += 2) {
 489         p00 = p02; p10 = p12;
 490         p01 = p03; p11 = p13;
 491         p02 = p04; p12 = p14;
 492         p03 = p05; p13 = p15;
 493 
 494         p04 = sp0[0];     p14 = sp1[0];
 495         p05 = sp0[chan1]; p15 = sp1[chan1];
 496 
 497         dp[    0] += (p00 * k0 + p01 * k1 + p02 * k2 + p03 * k3 + p04 * k4 +
 498                       p10 * k5 + p11 * k6 + p12 * k7 + p13 * k8 + p14 * k9);
 499         dp[chan1] += (p01 * k0 + p02 * k1 + p03 * k2 + p04 * k3 + p05 * k4 +
 500                       p11 * k5 + p12 * k6 + p13 * k7 + p14 * k8 + p15 * k9);
 501 
 502         sp0 += chan2;
 503         sp1 += chan2;
 504         dp += chan2;
 505       }
 506 
 507       if (wid & 1) {
 508         p00 = p02; p10 = p12;
 509         p01 = p03; p11 = p13;
 510         p02 = p04; p12 = p14;
 511         p03 = p05; p13 = p15;
 512 
 513         p04 = sp0[0];     p14 = sp1[0];
 514 
 515         dp[0] += (p00 * k0 + p01 * k1 + p02 * k2 + p03 * k3 + p04 * k4 +
 516                   p10 * k5 + p11 * k6 + p12 * k7 + p13 * k8 + p14 * k9);
 517       }
 518 
 519       /*
 520        *  3 loop
 521        */
 522       dp = dl;
 523       sp0 = sl + 4*sll;
 524 
 525       k0 = (DTYPE)k[20]; k1 = (DTYPE)k[21]; k2 = (DTYPE)k[22]; k3 = (DTYPE)k[23]; k4 = (DTYPE)k[24];
 526 
 527       p02 = sp0[0];
 528       p03 = sp0[chan1];
 529       p04 = sp0[chan2];
 530       p05 = sp0[chan3];
 531 
 532       sp0 += chan2 + chan2;
 533 
 534 #ifdef __SUNPRO_C
 535 #pragma pipeloop(0)
 536 #endif /* __SUNPRO_C */
 537       for (i = 0; i <= (wid - 2); i += 2) {
 538         p00 = p02; p01 = p03; p02 = p04; p03 = p05;
 539 
 540         p04 = sp0[0]; p05 = sp0[chan1];
 541 
 542         dp[0    ] += p00 * k0 + p01 * k1 + p02 * k2 + p03 * k3 + p04 * k4;
 543         dp[chan1] += p01 * k0 + p02 * k1 + p03 * k2 + p04 * k3 + p05 * k4;
 544 
 545         dp  += chan2;
 546         sp0 += chan2;
 547       }
 548 
 549       if (wid & 1) {
 550         p00 = p02; p01 = p03; p02 = p04; p03 = p05;
 551 
 552         p04 = sp0[0];
 553 
 554         dp[0] += p00 * k0 + p01 * k1 + p02 * k2 + p03 * k3 + p04 * k4;
 555       }
 556 
 557       /* next line */
 558       sl += sll;
 559       dl += dll;
 560     }
 561   }
 562 
 563   return MLIB_SUCCESS;
 564 }
 565 
 566 /***************************************************************/
 567 #define BUFF_SIZE  1600
 568 
 569 #define CACHE_SIZE (64*1024)
 570 
 571 static mlib_status mlib_ImageConv1xN(mlib_image       *dst,
 572                                      const mlib_image *src,
 573                                      const DTYPE      *k,
 574                                      mlib_s32         n,
 575                                      mlib_s32         dn,
 576                                      mlib_s32         cmask)
 577 {
 578   DTYPE    buff[BUFF_SIZE], *pbuff = buff;
 579   const DTYPE    *pk;
 580   DTYPE    k0, k1, k2, k3;
 581   DTYPE    p0, p1, p2, p3, p4;
 582   DTYPE    *sp, *sl_c, *dl_c, *sl0;
 583   DEF_VARS(DTYPE);
 584   mlib_s32 off, kh;
 585   mlib_s32 l, hsize, max_hsize;
 586 
 587   hgt -= (n - 1);
 588   adr_dst += dn*dll;
 589 
 590   max_hsize = (CACHE_SIZE/sizeof(DTYPE))/sll;
 591 
 592   if (!max_hsize) max_hsize = 1;
 593 
 594   if (max_hsize > BUFF_SIZE) {
 595     pbuff = mlib_malloc(sizeof(DTYPE)*max_hsize);
 596   }
 597 
 598   sl_c = adr_src;
 599   dl_c = adr_dst;
 600 
 601   for (l = 0; l < hgt; l += hsize) {
 602     hsize = hgt - l;
 603 
 604     if (hsize > max_hsize) hsize = max_hsize;
 605 
 606     for (c = 0; c < chan1; c++) {
 607       if (!(cmask & (1 << (chan1 - 1 - c)))) continue;
 608 
 609       sl = sl_c + c;
 610       dl = dl_c + c;
 611 
 612 #ifdef __SUNPRO_C
 613 #pragma pipeloop(0)
 614 #endif /* __SUNPRO_C */
 615       for (j = 0; j < hsize; j++) pbuff[j] = 0.0;
 616 
 617       for (i = 0; i < wid; i++) {
 618         sl0 = sl;
 619 
 620         for (off = 0; off < (n - 4); off += 4) {
 621           pk = k + off;
 622           sp = sl0;
 623 
 624           k0 = pk[0]; k1 = pk[1]; k2 = pk[2]; k3 = pk[3];
 625           p2 = sp[0]; p3 = sp[sll]; p4 = sp[2*sll];
 626           sp += 3*sll;
 627 
 628 #ifdef __SUNPRO_C
 629 #pragma pipeloop(0)
 630 #endif /* __SUNPRO_C */
 631           for (j = 0; j < hsize; j += 2) {
 632             p0 = p2; p1 = p3; p2 = p4;
 633             p3 = sp[0];
 634             p4 = sp[sll];
 635 
 636             pbuff[j    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3;
 637             pbuff[j + 1] += p1*k0 + p2*k1 + p3*k2 + p4*k3;
 638 
 639             sp += 2*sll;
 640           }
 641 
 642           sl0 += 4*sll;
 643         }
 644 
 645         pk = k + off;
 646         sp = sl0;
 647 
 648         k0 = pk[0]; k1 = pk[1]; k2 = pk[2]; k3 = pk[3];
 649         p2 = sp[0]; p3 = sp[sll]; p4 = sp[2*sll];
 650 
 651         dp = dl;
 652         kh = n - off;
 653 
 654         if (kh == 4) {
 655           sp += 3*sll;
 656 
 657 #ifdef __SUNPRO_C
 658 #pragma pipeloop(0)
 659 #endif /* __SUNPRO_C */
 660           for (j = 0; j <= (hsize - 2); j += 2) {
 661             p0 = p2; p1 = p3; p2 = p4;
 662             p3 = sp[0];
 663             p4 = sp[sll];
 664 
 665             dp[0  ] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + pbuff[j];
 666             dp[dll] = p1*k0 + p2*k1 + p3*k2 + p4*k3 + pbuff[j + 1];
 667 
 668             pbuff[j] = 0;
 669             pbuff[j + 1] = 0;
 670 
 671             sp += 2*sll;
 672             dp += 2*dll;
 673           }
 674 
 675           if (j < hsize) {
 676             p0 = p2; p1 = p3; p2 = p4;
 677             p3 = sp[0];
 678 
 679             dp[0] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + pbuff[j];
 680 
 681             pbuff[j] = 0;
 682           }
 683 
 684         } else if (kh == 3) {
 685           sp += 2*sll;
 686 
 687 #ifdef __SUNPRO_C
 688 #pragma pipeloop(0)
 689 #endif /* __SUNPRO_C */
 690           for (j = 0; j <= (hsize - 2); j += 2) {
 691             p0 = p2; p1 = p3;
 692             p2 = sp[0];
 693             p3 = sp[sll];
 694 
 695             dp[0  ] = p0*k0 + p1*k1 + p2*k2 + pbuff[j];
 696             dp[dll] = p1*k0 + p2*k1 + p3*k2 + pbuff[j + 1];
 697 
 698             pbuff[j] = 0;
 699             pbuff[j + 1] = 0;
 700 
 701             sp += 2*sll;
 702             dp += 2*dll;
 703           }
 704 
 705           if (j < hsize) {
 706             p0 = p2; p1 = p3;
 707             p2 = sp[0];
 708 
 709             dp[0] = p0*k0 + p1*k1 + p2*k2 + pbuff[j];
 710 
 711             pbuff[j] = 0;
 712           }
 713 
 714         } else if (kh == 2) {
 715           sp += sll;
 716 
 717 #ifdef __SUNPRO_C
 718 #pragma pipeloop(0)
 719 #endif /* __SUNPRO_C */
 720           for (j = 0; j <= (hsize - 2); j += 2) {
 721             p0 = p2;
 722             p1 = sp[0];
 723             p2 = sp[sll];
 724 
 725             dp[0  ] = p0*k0 + p1*k1 + pbuff[j];
 726             dp[dll] = p1*k0 + p2*k1 + pbuff[j + 1];
 727 
 728             pbuff[j] = 0;
 729             pbuff[j + 1] = 0;
 730 
 731             sp += 2*sll;
 732             dp += 2*dll;
 733           }
 734 
 735           if (j < hsize) {
 736             p0 = p2;
 737             p1 = sp[0];
 738 
 739             dp[0] = p0*k0 + p1*k1 + pbuff[j];
 740 
 741             pbuff[j] = 0;
 742           }
 743 
 744         } else /* if (kh == 1) */ {
 745 #ifdef __SUNPRO_C
 746 #pragma pipeloop(0)
 747 #endif /* __SUNPRO_C */
 748           for (j = 0; j < hsize; j++) {
 749             p0 = sp[0];
 750 
 751             dp[0] = p0*k0 + pbuff[j];
 752 
 753             pbuff[j] = 0;
 754 
 755             sp += sll;
 756             dp += dll;
 757           }
 758         }
 759 
 760         sl += chan1;
 761         dl += chan1;
 762       }
 763     }
 764 
 765     sl_c += max_hsize*sll;
 766     dl_c += max_hsize*dll;
 767   }
 768 
 769   if (pbuff != buff) mlib_free(pbuff);
 770 
 771   return MLIB_SUCCESS;
 772 }
 773 
 774 /***************************************************************/
 775 #define MAX_KER 7
 776 #define MAX_NM  81
 777 
 778 mlib_status CONV_FUNC(MxN)(mlib_image       *dst,
 779                            const mlib_image *src,
 780                            const mlib_d64   *ker,
 781                            mlib_s32         m,
 782                            mlib_s32         n,
 783                            mlib_s32         dm,
 784                            mlib_s32         dn,
 785                            mlib_s32         cmask)
 786 {
 787   DTYPE k0, k1, k2, k3, k4, k5, k6, *sp;
 788   DTYPE p0, p1, p2, p3, p4, p5, p6, p7;
 789   mlib_s32 l, off, kw;
 790   DEF_VARS(DTYPE);
 791   mlib_s32 chan2 = chan1 + chan1;
 792   mlib_s32 chan3 = chan1 + chan2;
 793 
 794 #ifdef TYPE_DOUBLE
 795   const mlib_d64 *k = ker;
 796 #else
 797   mlib_f32 k_arr[MAX_NM], *k = k_arr;
 798 
 799   if (n*m > MAX_NM) {
 800     k = mlib_malloc(n*m*sizeof(mlib_f32));
 801 
 802     if (k == NULL) return MLIB_FAILURE;
 803   }
 804 
 805   for (i = 0; i < n*m; i++) k[i] = (mlib_f32)ker[i];
 806 #endif /* TYPE_DOUBLE */
 807 
 808   if (m == 1) return mlib_ImageConv1xN(dst, src, k, n, dn, cmask);
 809 
 810   wid -= (m - 1);
 811   hgt -= (n - 1);
 812   adr_dst += dn*dll + dm*chan1;
 813 
 814   for (c = 0; c < chan1; c++) {
 815     if (!(cmask & (1 << (chan1 - 1 - c)))) continue;
 816 
 817     sl = adr_src + c;
 818     dl = adr_dst + c;
 819 
 820     for (j = 0; j < hgt; j++) {
 821       const DTYPE *pk = k;
 822 
 823       for (l = 0; l < n; l++) {
 824         DTYPE *sp0 = sl + l*sll;
 825 
 826         for (off = 0; off < m; off += kw, pk += kw, sp0 += chan1) {
 827           kw = m - off;
 828 
 829           if (kw > 2*MAX_KER) kw = MAX_KER; else
 830             if (kw > MAX_KER) kw = kw/2;
 831 
 832           p2 = sp0[0]; p3 = sp0[chan1]; p4 = sp0[chan2];
 833           sp0 += chan3;
 834           p5 = sp0[0]; p6 = sp0[chan1]; p7 = sp0[chan2];
 835 
 836           k0 = pk[0]; k1 = pk[1]; k2 = pk[2]; k3 = pk[3];
 837           k4 = pk[4]; k5 = pk[5]; k6 = pk[6];
 838 
 839           dp = dl;
 840 
 841           if (kw == 7) {
 842             sp = sp0 += chan3;
 843 
 844             if (pk == k) {
 845 #ifdef __SUNPRO_C
 846 #pragma pipeloop(0)
 847 #endif /* __SUNPRO_C */
 848               for (i = 0; i <= (wid - 2); i += 2) {
 849                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
 850 
 851                 p5 = sp[- chan1]; p6 = sp[0]; p7 = sp[chan1];
 852 
 853                 dp[0    ] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5 + p6*k6;
 854                 dp[chan1] = p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5 + p7*k6;
 855 
 856                 sp += chan2;
 857                 dp += chan2;
 858               }
 859 
 860             } else {
 861 #ifdef __SUNPRO_C
 862 #pragma pipeloop(0)
 863 #endif /* __SUNPRO_C */
 864               for (i = 0; i <= (wid - 2); i += 2) {
 865                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
 866 
 867                 p5 = sp[- chan1]; p6 = sp[0]; p7 = sp[chan1];
 868 
 869                 dp[0    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5 + p6*k6;
 870                 dp[chan1] += p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5 + p7*k6;
 871 
 872                 sp += chan2;
 873                 dp += chan2;
 874               }
 875             }
 876 
 877           } else if (kw == 6) {
 878             sp = sp0 += chan2;
 879 
 880             if (pk == k) {
 881 #ifdef __SUNPRO_C
 882 #pragma pipeloop(0)
 883 #endif /* __SUNPRO_C */
 884               for (i = 0; i <= (wid - 2); i += 2) {
 885                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
 886 
 887                 p5 = sp[0]; p6 = sp[chan1];
 888 
 889                 dp[0    ] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5;
 890                 dp[chan1] = p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5;
 891 
 892                 sp += chan2;
 893                 dp += chan2;
 894               }
 895 
 896             } else {
 897 #ifdef __SUNPRO_C
 898 #pragma pipeloop(0)
 899 #endif /* __SUNPRO_C */
 900               for (i = 0; i <= (wid - 2); i += 2) {
 901                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
 902 
 903                 p5 = sp[0]; p6 = sp[chan1];
 904 
 905                 dp[0    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5;
 906                 dp[chan1] += p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5;
 907 
 908                 sp += chan2;
 909                 dp += chan2;
 910               }
 911             }
 912 
 913           } else if (kw == 5) {
 914             sp = sp0 += chan1;
 915 
 916             if (pk == k) {
 917 #ifdef __SUNPRO_C
 918 #pragma pipeloop(0)
 919 #endif /* __SUNPRO_C */
 920               for (i = 0; i <= (wid - 2); i += 2) {
 921                 p0 = p2; p1 = p3; p2 = p4; p3 = p5;
 922 
 923                 p4 = sp[0]; p5 = sp[chan1];
 924 
 925                 dp[0    ] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4;
 926                 dp[chan1] = p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4;
 927 
 928                 sp += chan2;
 929                 dp += chan2;
 930               }
 931 
 932             } else {
 933 #ifdef __SUNPRO_C
 934 #pragma pipeloop(0)
 935 #endif /* __SUNPRO_C */
 936               for (i = 0; i <= (wid - 2); i += 2) {
 937                 p0 = p2; p1 = p3; p2 = p4; p3 = p5;
 938 
 939                 p4 = sp[0]; p5 = sp[chan1];
 940 
 941                 dp[0    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4;
 942                 dp[chan1] += p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4;
 943 
 944                 sp += chan2;
 945                 dp += chan2;
 946               }
 947             }
 948 
 949           } else if (kw == 4) {
 950 
 951             sp = sp0;
 952 
 953             if (pk == k) {
 954 #ifdef __SUNPRO_C
 955 #pragma pipeloop(0)
 956 #endif /* __SUNPRO_C */
 957               for (i = 0; i <= (wid - 2); i += 2) {
 958                 p0 = p2; p1 = p3; p2 = p4;
 959 
 960                 p3 = sp[0]; p4 = sp[chan1];
 961 
 962                 dp[0    ] = p0*k0 + p1*k1 + p2*k2 + p3*k3;
 963                 dp[chan1] = p1*k0 + p2*k1 + p3*k2 + p4*k3;
 964 
 965                 sp += chan2;
 966                 dp += chan2;
 967               }
 968 
 969             } else {
 970 #ifdef __SUNPRO_C
 971 #pragma pipeloop(0)
 972 #endif /* __SUNPRO_C */
 973               for (i = 0; i <= (wid - 2); i += 2) {
 974                 p0 = p2; p1 = p3; p2 = p4;
 975 
 976                 p3 = sp[0]; p4 = sp[chan1];
 977 
 978                 dp[0    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3;
 979                 dp[chan1] += p1*k0 + p2*k1 + p3*k2 + p4*k3;
 980 
 981                 sp += chan2;
 982                 dp += chan2;
 983               }
 984             }
 985 
 986           } else if (kw == 3) {
 987             sp = sp0 -= chan1;
 988 
 989             if (pk == k) {
 990 #ifdef __SUNPRO_C
 991 #pragma pipeloop(0)
 992 #endif /* __SUNPRO_C */
 993               for (i = 0; i <= (wid - 2); i += 2) {
 994                 p0 = p2; p1 = p3;
 995 
 996                 p2 = sp[0]; p3 = sp[chan1];
 997 
 998                 dp[0    ] = p0*k0 + p1*k1 + p2*k2;
 999                 dp[chan1] = p1*k0 + p2*k1 + p3*k2;
1000 
1001                 sp += chan2;
1002                 dp += chan2;
1003               }
1004 
1005             } else {
1006 #ifdef __SUNPRO_C
1007 #pragma pipeloop(0)
1008 #endif /* __SUNPRO_C */
1009               for (i = 0; i <= (wid - 2); i += 2) {
1010                 p0 = p2; p1 = p3;
1011 
1012                 p2 = sp[0]; p3 = sp[chan1];
1013 
1014                 dp[0    ] += p0*k0 + p1*k1 + p2*k2;
1015                 dp[chan1] += p1*k0 + p2*k1 + p3*k2;
1016 
1017                 sp += chan2;
1018                 dp += chan2;
1019               }
1020             }
1021 
1022           } else { /* kw == 2 */
1023             sp = sp0 -= chan2;
1024 
1025             if (pk == k) {
1026 #ifdef __SUNPRO_C
1027 #pragma pipeloop(0)
1028 #endif /* __SUNPRO_C */
1029               for (i = 0; i <= (wid - 2); i += 2) {
1030                 p0 = p2;
1031 
1032                 p1 = sp[0]; p2 = sp[chan1];
1033 
1034                 dp[0    ] = p0*k0 + p1*k1;
1035                 dp[chan1] = p1*k0 + p2*k1;
1036 
1037                 sp += chan2;
1038                 dp += chan2;
1039               }
1040 
1041             } else {
1042 #ifdef __SUNPRO_C
1043 #pragma pipeloop(0)
1044 #endif /* __SUNPRO_C */
1045               for (i = 0; i <= (wid - 2); i += 2) {
1046                 p0 = p2;
1047 
1048                 p1 = sp[0]; p2 = sp[chan1];
1049 
1050                 dp[0    ] += p0*k0 + p1*k1;
1051                 dp[chan1] += p1*k0 + p2*k1;
1052 
1053                 sp += chan2;
1054                 dp += chan2;
1055               }
1056             }
1057           }
1058         }
1059       }
1060 
1061       /* last pixels */
1062 
1063       if (wid & 1) {
1064         DTYPE *sp0 = sl + i*chan1, s = 0;
1065         const DTYPE *pk = k;
1066         mlib_s32 x;
1067 
1068         for (l = 0; l < n; l++) {
1069           DTYPE *sp = sp0 + l*sll;
1070 
1071           for (x = 0; x < m; x++) s += sp[x*chan1] * (*pk++);
1072         }
1073 
1074         dp[0] = s;
1075       }
1076 
1077       /* next line */
1078       sl += sll;
1079       dl += dll;
1080     }
1081   }
1082 
1083 #ifndef TYPE_DOUBLE
1084 
1085   if (k != k_arr) mlib_free(k);
1086 #endif /* TYPE_DOUBLE */
1087 
1088   return MLIB_SUCCESS;
1089 }
1090 
1091 /***************************************************************/