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Annotation of OpenXM_contrib2/asir2000/fft/polmul.c, Revision 1.2

1.2     ! noro        1: /*
        !             2:  * Copyright (c) 1994-2000 FUJITSU LABORATORIES LIMITED
        !             3:  * All rights reserved.
        !             4:  *
        !             5:  * FUJITSU LABORATORIES LIMITED ("FLL") hereby grants you a limited,
        !             6:  * non-exclusive and royalty-free license to use, copy, modify and
        !             7:  * redistribute, solely for non-commercial and non-profit purposes, the
        !             8:  * computer program, "Risa/Asir" ("SOFTWARE"), subject to the terms and
        !             9:  * conditions of this Agreement. For the avoidance of doubt, you acquire
        !            10:  * only a limited right to use the SOFTWARE hereunder, and FLL or any
        !            11:  * third party developer retains all rights, including but not limited to
        !            12:  * copyrights, in and to the SOFTWARE.
        !            13:  *
        !            14:  * (1) FLL does not grant you a license in any way for commercial
        !            15:  * purposes. You may use the SOFTWARE only for non-commercial and
        !            16:  * non-profit purposes only, such as academic, research and internal
        !            17:  * business use.
        !            18:  * (2) The SOFTWARE is protected by the Copyright Law of Japan and
        !            19:  * international copyright treaties. If you make copies of the SOFTWARE,
        !            20:  * with or without modification, as permitted hereunder, you shall affix
        !            21:  * to all such copies of the SOFTWARE the above copyright notice.
        !            22:  * (3) An explicit reference to this SOFTWARE and its copyright owner
        !            23:  * shall be made on your publication or presentation in any form of the
        !            24:  * results obtained by use of the SOFTWARE.
        !            25:  * (4) In the event that you modify the SOFTWARE, you shall notify FLL by
        !            26:  * e-mail at risa-admin@flab.fujitsu.co.jp of the detailed specification
        !            27:  * for such modification or the source code of the modified part of the
        !            28:  * SOFTWARE.
        !            29:  *
        !            30:  * THE SOFTWARE IS PROVIDED AS IS WITHOUT ANY WARRANTY OF ANY KIND. FLL
        !            31:  * MAKES ABSOLUTELY NO WARRANTIES, EXPRESSED, IMPLIED OR STATUTORY, AND
        !            32:  * EXPRESSLY DISCLAIMS ANY IMPLIED WARRANTY OF MERCHANTABILITY, FITNESS
        !            33:  * FOR A PARTICULAR PURPOSE OR NONINFRINGEMENT OF THIRD PARTIES'
        !            34:  * RIGHTS. NO FLL DEALER, AGENT, EMPLOYEES IS AUTHORIZED TO MAKE ANY
        !            35:  * MODIFICATIONS, EXTENSIONS, OR ADDITIONS TO THIS WARRANTY.
        !            36:  * UNDER NO CIRCUMSTANCES AND UNDER NO LEGAL THEORY, TORT, CONTRACT,
        !            37:  * OR OTHERWISE, SHALL FLL BE LIABLE TO YOU OR ANY OTHER PERSON FOR ANY
        !            38:  * DIRECT, INDIRECT, SPECIAL, INCIDENTAL, PUNITIVE OR CONSEQUENTIAL
        !            39:  * DAMAGES OF ANY CHARACTER, INCLUDING, WITHOUT LIMITATION, DAMAGES
        !            40:  * ARISING OUT OF OR RELATING TO THE SOFTWARE OR THIS AGREEMENT, DAMAGES
        !            41:  * FOR LOSS OF GOODWILL, WORK STOPPAGE, OR LOSS OF DATA, OR FOR ANY
        !            42:  * DAMAGES, EVEN IF FLL SHALL HAVE BEEN INFORMED OF THE POSSIBILITY OF
        !            43:  * SUCH DAMAGES, OR FOR ANY CLAIM BY ANY OTHER PARTY. EVEN IF A PART
        !            44:  * OF THE SOFTWARE HAS BEEN DEVELOPED BY A THIRD PARTY, THE THIRD PARTY
        !            45:  * DEVELOPER SHALL HAVE NO LIABILITY IN CONNECTION WITH THE USE,
        !            46:  * PERFORMANCE OR NON-PERFORMANCE OF THE SOFTWARE.
        !            47:  *
        !            48:  * $OpenXM: OpenXM_contrib2/asir2000/fft/polmul.c,v 1.1.1.1 1999/12/03 07:39:08 noro Exp $
        !            49: */
1.1       noro       50: #include "dft.h"
                     51: extern struct PrimesS Primes[];
                     52:
                     53: /*
                     54: #define TIMING
                     55: */
                     56:
                     57: #ifdef TIMING
                     58:
                     59: #define MAXTIMING 20
                     60:
                     61: #include <sys/time.h>
                     62: #include <sys/resource.h>
                     63: #if 0
                     64: #if define(hitm)
                     65: #include <machine/xclock.h>
                     66: #endif
                     67: #endif
                     68:
                     69: static struct rusage ru_time[MAXTIMING];
                     70:
                     71: struct timing {
                     72:   struct timeval user, sys;
                     73: };
                     74: static struct timing time_duration[MAXTIMING];
                     75:
                     76: #define RECORD_TIME(i) getrusage( RUSAGE_SELF, &ru_time[i] )
                     77: #endif /* TIMING */
                     78:
                     79: void FFT_primes(Num, p_prime, p_primroot, p_d)
                     80: int Num, *p_prime, *p_primroot, *p_d;
                     81: {
                     82:   *p_prime =  Primes[Num].prime;
                     83:   *p_primroot =  Primes[Num].primroot;
                     84:   *p_d = Primes[Num].d;
                     85: }
                     86:
                     87: int FFT_pol_square( d1, C1, Prod,  MinMod, wk)
                     88: unsigned int d1;
                     89: int MinMod;
                     90: unsigned int C1[], Prod[], wk[];
                     91: {
                     92:
                     93:   unsigned int  Low0bits;
                     94:   unsigned int Proot, Prime;
                     95:   double Pinv;
                     96:   void MNpol_square_DFT();
                     97:
                     98:    if ( MinMod < 0  || MinMod > NPrimes - 1 ) return 2;
                     99:    Prime =  Primes[MinMod].prime;
                    100:    Proot =  Primes[MinMod].primroot;
                    101:    Low0bits = Primes[MinMod].d;
                    102:    Pinv = (((double)1.0)/((double)Prime));
                    103:
                    104:     MNpol_square_DFT( d1, C1, Prod, Proot, Low0bits, Prime, Pinv, wk );
                    105:
                    106:     return 0;
                    107: }
                    108:
                    109: int FFT_pol_product( d1, C1, d2, C2, Prod,  MinMod, wk)
                    110: unsigned int d1, d2;
                    111: int MinMod;
                    112: unsigned int C1[], C2[], Prod[], wk[];
                    113: {
                    114:
                    115:   unsigned int  Low0bits;
                    116:   unsigned int Proot, Prime;
                    117:   double Pinv;
                    118:   void MNpol_product_DFT();
                    119:
                    120:    if ( MinMod < 0  || MinMod > NPrimes - 1 ) return 2;
                    121:    Prime =  Primes[MinMod].prime;
                    122:    Proot =  Primes[MinMod].primroot;
                    123:    Low0bits = Primes[MinMod].d;
                    124:    Pinv = (((double)1.0)/((double)Prime));
                    125:    MNpol_product_DFT( d1, C1, d2, C2, Prod, Proot, Low0bits, Prime, Pinv, wk );
                    126:    return 0;
                    127: }
                    128:
                    129: struct oEGT {
                    130:     double exectime,gctime;
                    131: };
                    132:
                    133: extern struct oEGT eg_fore,eg_back;
                    134:
                    135: void get_eg(struct oEGT *);
                    136: void add_eg(struct oEGT *,struct oEGT *, struct oEGT *);
                    137:
                    138: void MNpol_product_DFT( d1, C1, d2, C2, Prod, a, low0s, P, Pinv, wk )
                    139: unsigned int d1, d2, low0s;
                    140: unsigned int C1[], C2[], Prod[], a, P, wk[];
                    141: double Pinv;
                    142: /*
                    143:  *  The amount of space of wk[] must be >= (11/2)*2^{\lceil \log_2(d1+d2+1) \rceil}.
                    144:  */
                    145: {
                    146:   int i, d, n, log2n, halfn;
                    147:   unsigned int *dft1, *dft2, *dftprod, *powa, *true_wk, ninv;
                    148:   struct oEGT eg0,eg1;
                    149:
                    150:   d = d1 + d2;
                    151:   /**/
                    152:   for ( n = 2, log2n = 1; n <= d; n <<= 1) log2n++;
                    153:   halfn = n >> 1;
                    154:   dft1 = wk,  dft2 = &wk[n];
                    155:   dftprod = &dft2[n];
                    156:   powa = &dftprod[n];
                    157:   true_wk = &powa[halfn];      /* 2*n areas */
                    158:   /**/
                    159:   C_PREP_ALPHA( a, low0s, log2n, halfn -1, powa, P, Pinv );
                    160: #ifdef TIMING
                    161:   RECORD_TIME(1);
                    162: #endif
                    163:   /**/
                    164:   get_eg(&eg0);
                    165:   C_DFT_FORE( C1, d1 + 1, 1, log2n, powa, dft1, 1, P, Pinv, true_wk );
                    166: #ifdef TIMING
                    167:   RECORD_TIME(2);
                    168: #endif
                    169:   C_DFT_FORE( C2, d2 + 1, 1, log2n, powa, dft2, 1, P, Pinv, true_wk );
                    170:   get_eg(&eg1); add_eg(&eg_fore,&eg0,&eg1);
                    171: #ifdef TIMING
                    172:   RECORD_TIME(3);
                    173: #endif
                    174:   /**/
                    175:   for ( i = 0; i < n; i++ ) {
                    176:     AxBmodP( dftprod[i], unsigned int, dft1[i], dft2[i], P, Pinv );
                    177:   }
                    178: #ifdef TIMING
                    179:   RECORD_TIME(4);
                    180: #endif
                    181:   /**/
                    182:   ninv = P - (unsigned int)(((int)P) >> log2n);
                    183:   get_eg(&eg0);
                    184:   C_DFT_BACK( dftprod, n, 1, log2n, powa, Prod, 1, 0, d + 1, ninv, P, Pinv, true_wk );
                    185:   get_eg(&eg1); add_eg(&eg_back,&eg0,&eg1);
                    186: }
                    187:
                    188: void MNpol_square_DFT( d1, C1, Prod, a, low0s, P, Pinv, wk )
                    189: unsigned int d1, low0s;
                    190: unsigned int C1[], Prod[], a, P, wk[];
                    191: double Pinv;
                    192: /*
                    193:  *  The amount of space of wk[] must be >= (11/2)*2^{\lceil \log_2(d1+d2+1) \rceil}.
                    194:  */
                    195: {
                    196:   int i, d, n, log2n, halfn;
                    197:   unsigned int *dft1, *dft2, *dftprod, *powa, *true_wk, ninv;
                    198:   struct oEGT eg0,eg1;
                    199:
                    200:   d = d1 + d1;
                    201:   /**/
                    202:   for ( n = 2, log2n = 1; n <= d; n <<= 1) log2n++;
                    203:   halfn = n >> 1;
                    204:   dft1 = wk,  dft2 = &wk[n];
                    205:   dftprod = &dft2[n];
                    206:   powa = &dftprod[n];
                    207:   true_wk = &powa[halfn];      /* 2*n areas */
                    208:   /**/
                    209:   C_PREP_ALPHA( a, low0s, log2n, halfn -1, powa, P, Pinv );
                    210: #ifdef TIMING
                    211:   RECORD_TIME(1);
                    212: #endif
                    213:   /**/
                    214:   get_eg(&eg0);
                    215:   C_DFT_FORE( C1, d1 + 1, 1, log2n, powa, dft1, 1, P, Pinv, true_wk );
                    216:   get_eg(&eg1); add_eg(&eg_fore,&eg0,&eg1);
                    217:   /**/
                    218:   for ( i = 0; i < n; i++ ) {
                    219:     AxBmodP( dftprod[i], unsigned int, dft1[i], dft1[i], P, Pinv );
                    220:   }
                    221: #ifdef TIMING
                    222:   RECORD_TIME(4);
                    223: #endif
                    224:   /**/
                    225:   ninv = P - (unsigned int)(((int)P) >> log2n);
                    226:   get_eg(&eg0);
                    227:   C_DFT_BACK( dftprod, n, 1, log2n, powa, Prod, 1, 0, d + 1, ninv, P, Pinv, true_wk );
                    228:   get_eg(&eg1); add_eg(&eg_back,&eg0,&eg1);
                    229: }
                    230:
                    231: /******************  TEST CODE ****************/
                    232:
                    233: /*
                    234: #define TEST
                    235: */
                    236: #ifdef TEST
                    237:
                    238: #define RETI 100
                    239:
                    240: #include <stdio.h>
                    241:
                    242: #define Prime 65537    /* 2^16 + 1 */
                    243: #define Low0bits 16
                    244: #define PrimRoot 3
                    245:
                    246: #define PInv (((double)1.0)/((double)Prime))
                    247:
                    248: #define MaxNPnts (1<<Low0bits)
                    249:
                    250: static unsigned int Pol1[MaxNPnts], Pol2[MaxNPnts], PolProdDFT[MaxNPnts], PolProd[MaxNPnts], wk[6*MaxNPnts];
                    251:
                    252: static void generate_pol(), dump_pol(), compare_vals();
                    253:
                    254: #ifdef TIMING
                    255: static void time_spent();
                    256:
                    257: #define pr_timing(pTiming) fprintf(stderr, "user:%3d.%06d + sys:%3d.%06d = %3d.%06d", \
                    258: (pTiming)->user.tv_sec,(pTiming)->user.tv_usec, \
                    259: (pTiming)->sys.tv_sec,(pTiming)->sys.tv_usec, \
                    260: (pTiming)->user.tv_sec+(pTiming)->sys.tv_sec, \
                    261: (pTiming)->user.tv_usec+(pTiming)->sys.tv_usec)
                    262:
                    263: #define Pr_timing(i) pr_timing(&time_duration[i])
                    264: #endif /* TIMING */
                    265: void main( argc, argv )
                    266: int argc;
                    267: char **argv;
                    268: {
                    269:   int i, ac = argc - 1, d1, d2, d;
                    270:
                    271:   int ii, *error;
                    272:
                    273:   char **av = &argv[1];
                    274:   unsigned int mnP = (unsigned int)Prime, mnProot = (unsigned int)PrimRoot;
                    275:   double Pinv = PInv;
                    276:
                    277:   for ( ; ac >= 2; ac -= 2, av += 2 ) {
                    278:     d = (d1 = atoi( av[0] )) + (d2 = atoi( av[1] ));
                    279:     if ( d1 <= 0 || d2 <= 0 || d >= MaxNPnts ) {
                    280:       fprintf( stderr, "*** invalid degrees %s & %s. (sum < %d)\n",
                    281:               av[0], av[1], MaxNPnts );
                    282:       continue;
                    283:     }
                    284:     generate_pol( d1, Pol1 );
                    285: /*    dump_pol( d1, Pol1 );   */
                    286:     generate_pol( d2, Pol2 );
                    287: /*  dump_pol( d2, Pol2 );    */
                    288:     /**/
                    289:
                    290:
                    291:
                    292:     for ( ii=0; ii < RETI; ii++ ){
                    293: #ifdef TIMING
                    294:     RECORD_TIME(0);
                    295: #endif
                    296:     MNpol_product_DFT( d1, Pol1, d2, Pol2, PolProdDFT, mnProot, Low0bits, mnP, Pinv, wk );
                    297: #ifdef TIMING
                    298:     RECORD_TIME(5);
                    299:     time_spent( 0, 1,  0 );
                    300:     time_spent( 1, 2,  1 );
                    301:     time_spent( 2, 3,  2 );
                    302:     time_spent( 3, 4,  3 );
                    303:     time_spent( 4, 5,  4 );
                    304:     time_spent( 0, 5,  5 );
                    305: #endif
                    306:     }
                    307:
                    308:
                    309: fprintf( stderr, "DFT mul done ( %d times )\n", RETI );
                    310:
                    311:
                    312:
                    313:
                    314:
                    315:     for ( ii=0; ii < RETI; ii++ ){
                    316: #ifdef TIMING
                    317:     RECORD_TIME(10);
                    318: #endif
                    319:     MNpol_product( d1, Pol1, d2, Pol2, PolProd, mnP, Pinv );
                    320: #ifdef TIMING
                    321:     RECORD_TIME(11);
                    322:     time_spent( 10, 11, 10 );
                    323: #endif
                    324:     }
                    325:
                    326:
                    327:
                    328: fprintf( stderr, "mul by classical alg. done ( %d times )\n", RETI );
                    329:     /**/
                    330:
                    331:
                    332:      /*     PolProdDFT[20] = 0.0;    */
                    333:
                    334:
                    335:     compare_vals( PolProdDFT, PolProd, d+1 , error);
                    336:     if ( *error == 0)
                    337:         fprintf( stderr, "******* Result is OK *******\n" );
                    338:     else
                    339:         fprintf( stderr, "******* Result is NG *******\n" );
                    340:
                    341:     /**/
                    342: #ifdef TIMING
                    343:     fprintf( stderr, "DFT     mul prep: " );  Pr_timing( 0 );
                    344:     fprintf( stderr, "\nDFT  transform 1: " );  Pr_timing( 1 );
                    345:     fprintf( stderr, "\nDFT  transform 2: " );  Pr_timing( 2 );
                    346:     fprintf( stderr, "\nDFT         mult: " );  Pr_timing( 3 );
                    347:     fprintf( stderr, "\nDFT    inv trans: " );  Pr_timing( 4 );
                    348:     fprintf( stderr, "\nDFT pol-mult Tot: " );  Pr_timing( 5 );
                    349:     /**/
                    350:     fprintf( stderr, "\nClassical mult:   " );  Pr_timing( 10 );
                    351:     fprintf( stderr, "\n" );
                    352: #endif /* TIMING */
                    353:   }
                    354: }
                    355:
                    356: static void generate_pol( d, cf )
                    357: int d;
                    358: unsigned int cf[];
                    359: {
                    360:   unsigned int mnP = (unsigned int)Prime;
                    361:   int i, c;
                    362:
                    363:   for ( i = 0; i < d; i++ ) cf[i] = random() % Prime;
                    364:   while ( (c = random() % Prime) == 0 ) ;
                    365:   cf[d] = c;
                    366: }
                    367:
                    368: static void dump_pol( d, cf )
                    369: int d;
                    370: unsigned int cf[];
                    371: {
                    372:   int i;
                    373:
                    374:   printf( "Pol of degree %d over Z/(%d) :\n", d, Prime );
                    375:   for ( i = 0; i <= d; i++ ) {
                    376:     if ( (i%5) == 0 ) printf( "\t" );
                    377:     printf( "%10d,", (int)cf[i] );
                    378:     if ( (i%5) == 4 ) printf( "\n" );
                    379:   }
                    380:   if ( (i%5) != 0 ) printf( "\n" );
                    381: }
                    382:
                    383: void compare_vals( v1, v2, n , error)
                    384: unsigned int v1[], v2[];
                    385: int n;
                    386: int *error;
                    387: {
                    388:   int i, tmp;
                    389:
                    390:   *error = 0;
                    391:
                    392:   for ( i = 0; i < n; i ++) {
                    393:         tmp = (int)v1[i] - (int)v2[i];
                    394:         tmp = abs(tmp);
                    395:         if ( tmp > *error ) *error = tmp;
                    396:   }
                    397:
                    398:
                    399:
                    400: /*
                    401:   int i, j;
                    402:
                    403:
                    404:
                    405:   for ( i = 0; i < n; i += 5 ) {
                    406:     printf( " %6d:%10d", i, (int)v1[i] );
                    407:     for ( j = 1; j < 5 && i + j < n; j++ ) printf( ",%10d", (int)v1[i+j] );
                    408:     printf( "\n" );
                    409:     if ( (int)v1[i] == (int)v2[i] && (int)v1[i+1] == (int)v2[i+1]
                    410:         && (int)v1[i+2] == (int)v2[i+2] && (int)v1[i+3] == (int)v2[i+3]
                    411:         && (int)v1[i+4] == (int)v2[i+4] ) continue;
                    412:     printf( "        " );
                    413:     for ( j = 0; j < 5 && i + j < n; j++ )
                    414:       if ( (int)v1[i+j] == (int)v2[i+j] ) printf( "           " );
                    415:       else printf( "%10d,", (int)v2[i+j] );
                    416:     printf( "\n" );
                    417:   }
                    418: */
                    419:
                    420:
                    421:
                    422: }
                    423:
                    424: #ifdef TIMING
                    425:
                    426: static void time_spent( s, e, n )
                    427: int s, e, n;
                    428: {
                    429:   struct rusage *rus = &ru_time[s], *rue = &ru_time[e];
                    430:   struct timeval *tms, *tme;
                    431:   long sec, usec;
                    432:   struct timing *pt = &time_duration[n];
                    433:
                    434:   tms = &rus->ru_utime,  tme = &rue->ru_utime;
                    435:   sec = tme->tv_sec - tms->tv_sec,
                    436:   usec = tme->tv_usec - tms->tv_usec;
                    437:   if ( usec < 0 ) usec += 1000000, sec--;
                    438: /*  pt->user.tv_sec = sec,  pt->user.tv_usec = usec;   */
                    439:   pt->user.tv_sec += sec,  pt->user.tv_usec += usec;
                    440:
                    441:
                    442:
                    443:   if ( pt->user.tv_usec > 999999 ){
                    444:   pt->user.tv_usec -= 1000000;
                    445:   pt->user.tv_sec++;
                    446:   }
                    447:
                    448:
                    449:
                    450:   /**/
                    451:   tms = &rus->ru_stime,  tme = &rue->ru_stime;
                    452:   sec = tme->tv_sec - tms->tv_sec,
                    453:   usec = tme->tv_usec - tms->tv_usec;
                    454:   if ( usec < 0 ) usec += 1000000, sec--;
                    455: /*  pt->sys.tv_sec = sec,  pt->sys.tv_usec = usec;   */
                    456:   pt->sys.tv_sec += sec,  pt->sys.tv_usec += usec;
                    457:
                    458:
                    459:
                    460:   if ( pt->sys.tv_usec > 999999 ){
                    461:   pt->sys.tv_usec -= 1000000;
                    462:   pt->sys.tv_sec++;
                    463:   }
                    464:
                    465:
                    466: }
                    467: #endif /* TIMING */
                    468:
                    469: #endif /* TEST */
                    470:
                    471: void MNpol_product( d1, C1, d2, C2, Prod, P, Pinv )
                    472: unsigned int d1, d2;
                    473: unsigned int C1[], C2[], Prod[], P;
                    474: double Pinv;
                    475: {
                    476:   unsigned int i, j;
                    477:   unsigned int c;
                    478:
                    479:   c = C1[0];
                    480:   AxBmodP( Prod[0], unsigned int, c, C2[0], P, Pinv );
                    481:   for ( i = 1; i <= d2; i++ ) {
                    482:     AxBmodPnostrchk( Prod[i], unsigned int, c, C2[i], P, Pinv );
                    483:   }
                    484:   c = C1[d1];
                    485:   if ( d1 > d2 ) {
                    486:     for ( i = d2 + 1; i < d1; i++ ) Prod[i] = (unsigned int)0;
                    487:     for ( i = 0; i < d2; i++ ) {
                    488:       AxBmodPnostrchk( Prod[i+d1], unsigned int, c, C2[i], P, Pinv );
                    489:     }
                    490:   } else {
                    491:     j = d2 - d1;
                    492:     for ( i = 0; i <= j; i++ ) {
                    493:       AxBplusCmodPnostrchk( Prod[i+d1], unsigned int, c, C2[i], Prod[i+d1], P, Pinv );
                    494:     }
                    495:     for ( ; i < d2; i++ ) {
                    496:       AxBmodPnostrchk( Prod[i+d1], unsigned int, c, C2[i], P, Pinv );
                    497:     }
                    498:   }
                    499:   AxBmodP( Prod[d1+d2], unsigned int, c, C2[d2], P, Pinv );
                    500:   /**/
                    501:   for ( j = 1; j < d1 - 1; j++ ) {
                    502:     c = C1[j];
                    503:     if ( c == (unsigned int)0 ) {
                    504:       Prod[j] = AstrictmodP( Prod[j], P );
                    505:       continue;
                    506:     }
                    507:     AxBplusCmodP( Prod[j], unsigned int, c, C2[0], Prod[j], P, Pinv );
                    508:     for ( i = 1; i <= d2; i++ ) {
                    509:       AxBplusCmodPnostrchk( Prod[i+j], unsigned int, c, C2[i], Prod[i+j], P, Pinv );
                    510:     }
                    511:   }
                    512:   c = C1[j = d1-1];
                    513:   for ( i = 0; i <= d2; i++ ) {
                    514:     AxBplusCmodP( Prod[i+j], unsigned int, c, C2[i], Prod[i+j], P, Pinv );
                    515:   }
                    516: }

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