1 /*
   2  * Copyright (c) 2003, 2020, 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 = 0, j, c
  76 
  77 /***************************************************************/
  78 #define BUFF_SIZE  1600
  79 
  80 #define CACHE_SIZE (64*1024)
  81 
  82 static mlib_status mlib_ImageConv1xN(mlib_image       *dst,
  83                                      const mlib_image *src,
  84                                      const DTYPE      *k,
  85                                      mlib_s32         n,
  86                                      mlib_s32         dn,
  87                                      mlib_s32         cmask)
  88 {
  89   DTYPE    buff[BUFF_SIZE], *pbuff = buff;
  90   const DTYPE    *pk;
  91   DTYPE    k0, k1, k2, k3;
  92   DTYPE    p0, p1, p2, p3, p4;
  93   DTYPE    *sp, *sl_c, *dl_c, *sl0;
  94   DEF_VARS(DTYPE);
  95   mlib_s32 off, kh;
  96   mlib_s32 l, hsize, max_hsize;
  97 
  98   hgt -= (n - 1);
  99   adr_dst += dn*dll;
 100 
 101   max_hsize = (CACHE_SIZE/sizeof(DTYPE))/sll;
 102 
 103   if (!max_hsize) max_hsize = 1;
 104 
 105   if (max_hsize > BUFF_SIZE) {
 106     pbuff = mlib_malloc(sizeof(DTYPE)*max_hsize);
 107   }
 108 
 109   sl_c = adr_src;
 110   dl_c = adr_dst;
 111 
 112   for (l = 0; l < hgt; l += hsize) {
 113     hsize = hgt - l;
 114 
 115     if (hsize > max_hsize) hsize = max_hsize;
 116 
 117     for (c = 0; c < chan1; c++) {
 118       if (!(cmask & (1 << (chan1 - 1 - c)))) continue;
 119 
 120       sl = sl_c + c;
 121       dl = dl_c + c;
 122 
 123       for (j = 0; j < hsize; j++) pbuff[j] = 0.0;
 124 
 125       for (i = 0; i < wid; i++) {
 126         sl0 = sl;
 127 
 128         for (off = 0; off < (n - 4); off += 4) {
 129           pk = k + off;
 130           sp = sl0;
 131 
 132           k0 = pk[0]; k1 = pk[1]; k2 = pk[2]; k3 = pk[3];
 133           p2 = sp[0]; p3 = sp[sll]; p4 = sp[2*sll];
 134           sp += 3*sll;
 135 
 136           for (j = 0; j < hsize; j += 2) {
 137             p0 = p2; p1 = p3; p2 = p4;
 138             p3 = sp[0];
 139             p4 = sp[sll];
 140 
 141             pbuff[j    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3;
 142             pbuff[j + 1] += p1*k0 + p2*k1 + p3*k2 + p4*k3;
 143 
 144             sp += 2*sll;
 145           }
 146 
 147           sl0 += 4*sll;
 148         }
 149 
 150         pk = k + off;
 151         sp = sl0;
 152 
 153         k0 = pk[0]; k1 = pk[1]; k2 = pk[2]; k3 = pk[3];
 154         p2 = sp[0]; p3 = sp[sll]; p4 = sp[2*sll];
 155 
 156         dp = dl;
 157         kh = n - off;
 158 
 159         if (kh == 4) {
 160           sp += 3*sll;
 161 
 162           for (j = 0; j <= (hsize - 2); j += 2) {
 163             p0 = p2; p1 = p3; p2 = p4;
 164             p3 = sp[0];
 165             p4 = sp[sll];
 166 
 167             dp[0  ] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + pbuff[j];
 168             dp[dll] = p1*k0 + p2*k1 + p3*k2 + p4*k3 + pbuff[j + 1];
 169 
 170             pbuff[j] = 0;
 171             pbuff[j + 1] = 0;
 172 
 173             sp += 2*sll;
 174             dp += 2*dll;
 175           }
 176 
 177           if (j < hsize) {
 178             p0 = p2; p1 = p3; p2 = p4;
 179             p3 = sp[0];
 180 
 181             dp[0] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + pbuff[j];
 182 
 183             pbuff[j] = 0;
 184           }
 185 
 186         } else if (kh == 3) {
 187           sp += 2*sll;
 188 
 189           for (j = 0; j <= (hsize - 2); j += 2) {
 190             p0 = p2; p1 = p3;
 191             p2 = sp[0];
 192             p3 = sp[sll];
 193 
 194             dp[0  ] = p0*k0 + p1*k1 + p2*k2 + pbuff[j];
 195             dp[dll] = p1*k0 + p2*k1 + p3*k2 + pbuff[j + 1];
 196 
 197             pbuff[j] = 0;
 198             pbuff[j + 1] = 0;
 199 
 200             sp += 2*sll;
 201             dp += 2*dll;
 202           }
 203 
 204           if (j < hsize) {
 205             p0 = p2; p1 = p3;
 206             p2 = sp[0];
 207 
 208             dp[0] = p0*k0 + p1*k1 + p2*k2 + pbuff[j];
 209 
 210             pbuff[j] = 0;
 211           }
 212 
 213         } else if (kh == 2) {
 214           sp += sll;
 215 
 216           for (j = 0; j <= (hsize - 2); j += 2) {
 217             p0 = p2;
 218             p1 = sp[0];
 219             p2 = sp[sll];
 220 
 221             dp[0  ] = p0*k0 + p1*k1 + pbuff[j];
 222             dp[dll] = p1*k0 + p2*k1 + pbuff[j + 1];
 223 
 224             pbuff[j] = 0;
 225             pbuff[j + 1] = 0;
 226 
 227             sp += 2*sll;
 228             dp += 2*dll;
 229           }
 230 
 231           if (j < hsize) {
 232             p0 = p2;
 233             p1 = sp[0];
 234 
 235             dp[0] = p0*k0 + p1*k1 + pbuff[j];
 236 
 237             pbuff[j] = 0;
 238           }
 239 
 240         } else /* if (kh == 1) */ {
 241           for (j = 0; j < hsize; j++) {
 242             p0 = sp[0];
 243 
 244             dp[0] = p0*k0 + pbuff[j];
 245 
 246             pbuff[j] = 0;
 247 
 248             sp += sll;
 249             dp += dll;
 250           }
 251         }
 252 
 253         sl += chan1;
 254         dl += chan1;
 255       }
 256     }
 257 
 258     sl_c += max_hsize*sll;
 259     dl_c += max_hsize*dll;
 260   }
 261 
 262   if (pbuff != buff) mlib_free(pbuff);
 263 
 264   return MLIB_SUCCESS;
 265 }
 266 
 267 /***************************************************************/
 268 #define MAX_KER 7
 269 #define MAX_NM  81
 270 
 271 mlib_status CONV_FUNC(MxN)(mlib_image       *dst,
 272                            const mlib_image *src,
 273                            const mlib_d64   *ker,
 274                            mlib_s32         m,
 275                            mlib_s32         n,
 276                            mlib_s32         dm,
 277                            mlib_s32         dn,
 278                            mlib_s32         cmask)
 279 {
 280   DTYPE k0, k1, k2, k3, k4, k5, k6, *sp;
 281   DTYPE p0, p1, p2, p3, p4, p5, p6, p7;
 282   mlib_s32 l, off, kw;
 283   DEF_VARS(DTYPE);
 284   mlib_s32 chan2 = chan1 + chan1;
 285   mlib_s32 chan3 = chan1 + chan2;
 286 
 287 #ifdef TYPE_DOUBLE
 288   const mlib_d64 *k = ker;
 289 #else
 290   mlib_f32 k_arr[MAX_NM], *k = k_arr;
 291 
 292   if (n*m > MAX_NM) {
 293     k = mlib_malloc(n*m*sizeof(mlib_f32));
 294 
 295     if (k == NULL) return MLIB_FAILURE;
 296   }
 297 
 298   for (i = 0; i < n*m; i++) k[i] = (mlib_f32)ker[i];
 299 #endif /* TYPE_DOUBLE */
 300 
 301   if (m == 1) return mlib_ImageConv1xN(dst, src, k, n, dn, cmask);
 302 
 303   wid -= (m - 1);
 304   hgt -= (n - 1);
 305   adr_dst += dn*dll + dm*chan1;
 306 
 307   for (c = 0; c < chan1; c++) {
 308     if (!(cmask & (1 << (chan1 - 1 - c)))) continue;
 309 
 310     sl = adr_src + c;
 311     dl = adr_dst + c;
 312 
 313     for (j = 0; j < hgt; j++) {
 314       const DTYPE *pk = k;
 315 
 316       for (l = 0; l < n; l++) {
 317         DTYPE *sp0 = sl + l*sll;
 318 
 319         for (off = 0; off < m; off += kw, pk += kw, sp0 += chan1) {
 320           kw = m - off;
 321 
 322           if (kw > 2*MAX_KER) kw = MAX_KER; else
 323             if (kw > MAX_KER) kw = kw/2;
 324 
 325           p2 = sp0[0]; p3 = sp0[chan1]; p4 = sp0[chan2];
 326           sp0 += chan3;
 327           p5 = sp0[0]; p6 = sp0[chan1]; p7 = sp0[chan2];
 328 
 329           k0 = pk[0]; k1 = pk[1]; k2 = pk[2]; k3 = pk[3];
 330           k4 = pk[4]; k5 = pk[5]; k6 = pk[6];
 331 
 332           dp = dl;
 333 
 334           if (kw == 7) {
 335             sp = sp0 += chan3;
 336 
 337             if (pk == k) {
 338               for (i = 0; i <= (wid - 2); i += 2) {
 339                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
 340 
 341                 p5 = sp[- chan1]; p6 = sp[0]; p7 = sp[chan1];
 342 
 343                 dp[0    ] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5 + p6*k6;
 344                 dp[chan1] = p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5 + p7*k6;
 345 
 346                 sp += chan2;
 347                 dp += chan2;
 348               }
 349 
 350             } else {
 351               for (i = 0; i <= (wid - 2); i += 2) {
 352                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
 353 
 354                 p5 = sp[- chan1]; p6 = sp[0]; p7 = sp[chan1];
 355 
 356                 dp[0    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5 + p6*k6;
 357                 dp[chan1] += p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5 + p7*k6;
 358 
 359                 sp += chan2;
 360                 dp += chan2;
 361               }
 362             }
 363 
 364           } else if (kw == 6) {
 365             sp = sp0 += chan2;
 366 
 367             if (pk == k) {
 368               for (i = 0; i <= (wid - 2); i += 2) {
 369                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
 370 
 371                 p5 = sp[0]; p6 = sp[chan1];
 372 
 373                 dp[0    ] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5;
 374                 dp[chan1] = p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5;
 375 
 376                 sp += chan2;
 377                 dp += chan2;
 378               }
 379 
 380             } else {
 381               for (i = 0; i <= (wid - 2); i += 2) {
 382                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
 383 
 384                 p5 = sp[0]; p6 = sp[chan1];
 385 
 386                 dp[0    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5;
 387                 dp[chan1] += p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5;
 388 
 389                 sp += chan2;
 390                 dp += chan2;
 391               }
 392             }
 393 
 394           } else if (kw == 5) {
 395             sp = sp0 += chan1;
 396 
 397             if (pk == k) {
 398               for (i = 0; i <= (wid - 2); i += 2) {
 399                 p0 = p2; p1 = p3; p2 = p4; p3 = p5;
 400 
 401                 p4 = sp[0]; p5 = sp[chan1];
 402 
 403                 dp[0    ] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4;
 404                 dp[chan1] = p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4;
 405 
 406                 sp += chan2;
 407                 dp += chan2;
 408               }
 409 
 410             } else {
 411               for (i = 0; i <= (wid - 2); i += 2) {
 412                 p0 = p2; p1 = p3; p2 = p4; p3 = p5;
 413 
 414                 p4 = sp[0]; p5 = sp[chan1];
 415 
 416                 dp[0    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4;
 417                 dp[chan1] += p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4;
 418 
 419                 sp += chan2;
 420                 dp += chan2;
 421               }
 422             }
 423 
 424           } else if (kw == 4) {
 425 
 426             sp = sp0;
 427 
 428             if (pk == k) {
 429               for (i = 0; i <= (wid - 2); i += 2) {
 430                 p0 = p2; p1 = p3; p2 = p4;
 431 
 432                 p3 = sp[0]; p4 = sp[chan1];
 433 
 434                 dp[0    ] = p0*k0 + p1*k1 + p2*k2 + p3*k3;
 435                 dp[chan1] = p1*k0 + p2*k1 + p3*k2 + p4*k3;
 436 
 437                 sp += chan2;
 438                 dp += chan2;
 439               }
 440 
 441             } else {
 442               for (i = 0; i <= (wid - 2); i += 2) {
 443                 p0 = p2; p1 = p3; p2 = p4;
 444 
 445                 p3 = sp[0]; p4 = sp[chan1];
 446 
 447                 dp[0    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3;
 448                 dp[chan1] += p1*k0 + p2*k1 + p3*k2 + p4*k3;
 449 
 450                 sp += chan2;
 451                 dp += chan2;
 452               }
 453             }
 454 
 455           } else if (kw == 3) {
 456             sp = sp0 -= chan1;
 457 
 458             if (pk == k) {
 459               for (i = 0; i <= (wid - 2); i += 2) {
 460                 p0 = p2; p1 = p3;
 461 
 462                 p2 = sp[0]; p3 = sp[chan1];
 463 
 464                 dp[0    ] = p0*k0 + p1*k1 + p2*k2;
 465                 dp[chan1] = p1*k0 + p2*k1 + p3*k2;
 466 
 467                 sp += chan2;
 468                 dp += chan2;
 469               }
 470 
 471             } else {
 472               for (i = 0; i <= (wid - 2); i += 2) {
 473                 p0 = p2; p1 = p3;
 474 
 475                 p2 = sp[0]; p3 = sp[chan1];
 476 
 477                 dp[0    ] += p0*k0 + p1*k1 + p2*k2;
 478                 dp[chan1] += p1*k0 + p2*k1 + p3*k2;
 479 
 480                 sp += chan2;
 481                 dp += chan2;
 482               }
 483             }
 484 
 485           } else { /* kw == 2 */
 486             sp = sp0 -= chan2;
 487 
 488             if (pk == k) {
 489               for (i = 0; i <= (wid - 2); i += 2) {
 490                 p0 = p2;
 491 
 492                 p1 = sp[0]; p2 = sp[chan1];
 493 
 494                 dp[0    ] = p0*k0 + p1*k1;
 495                 dp[chan1] = p1*k0 + p2*k1;
 496 
 497                 sp += chan2;
 498                 dp += chan2;
 499               }
 500 
 501             } else {
 502               for (i = 0; i <= (wid - 2); i += 2) {
 503                 p0 = p2;
 504 
 505                 p1 = sp[0]; p2 = sp[chan1];
 506 
 507                 dp[0    ] += p0*k0 + p1*k1;
 508                 dp[chan1] += p1*k0 + p2*k1;
 509 
 510                 sp += chan2;
 511                 dp += chan2;
 512               }
 513             }
 514           }
 515         }
 516       }
 517 
 518       /* last pixels */
 519 
 520       if (wid & 1) {
 521         DTYPE *sp0 = sl + i*chan1, s = 0;
 522         const DTYPE *pk = k;
 523         mlib_s32 x;
 524 
 525         for (l = 0; l < n; l++) {
 526           DTYPE *sp = sp0 + l*sll;
 527 
 528           for (x = 0; x < m; x++) s += sp[x*chan1] * (*pk++);
 529         }
 530 
 531         dp[0] = s;
 532       }
 533 
 534       /* next line */
 535       sl += sll;
 536       dl += dll;
 537     }
 538   }
 539 
 540 #ifndef TYPE_DOUBLE
 541 
 542   if (k != k_arr) mlib_free(k);
 543 #endif /* TYPE_DOUBLE */
 544 
 545   return MLIB_SUCCESS;
 546 }
 547 
 548 /***************************************************************/