static int inner_thread(blas_arg_t *args, BLASLONG *range_m, BLASLONG *range_n, FLOAT *sa, FLOAT *sb, BLASLONG mypos){ BLASLONG k, lda, ldb, ldc; BLASLONG m_from, m_to, n_from, n_to, N_from, N_to; FLOAT *alpha, *beta; FLOAT *a, *b, *c; job_t *job = (job_t *)args -> common; BLASLONG xxx, bufferside; FLOAT *buffer[DIVIDE_RATE]; BLASLONG ls, min_l, jjs, min_jj; BLASLONG is, min_i, div_n; BLASLONG i, current; #ifdef TIMING BLASLONG rpcc_counter; BLASLONG copy_A = 0; BLASLONG copy_B = 0; BLASLONG kernel = 0; BLASLONG waiting1 = 0; BLASLONG waiting2 = 0; BLASLONG waiting3 = 0; BLASLONG waiting6[MAX_CPU_NUMBER]; BLASLONG ops = 0; for (i = 0; i < args -> nthreads; i++) waiting6[i] = 0; #endif k = K; a = (FLOAT *)A; b = (FLOAT *)B; c = (FLOAT *)C; lda = LDA; ldb = LDB; ldc = LDC; alpha = (FLOAT *)args -> alpha; beta = (FLOAT *)args -> beta; m_from = 0; m_to = M; if (range_m) { m_from = range_m[0]; m_to = range_m[1]; } n_from = 0; n_to = N; N_from = 0; N_to = N; if (range_n) { n_from = range_n[mypos + 0]; n_to = range_n[mypos + 1]; N_from = range_n[0]; N_to = range_n[args -> nthreads]; } if (beta) { if ((beta[0] != ONE) || (beta[1] != ZERO)) BETA_OPERATION(m_from, m_to, N_from, N_to, beta, c, ldc); } if ((k == 0) || (alpha == NULL)) return 0; if ((alpha[0] == ZERO) && (alpha[1] == ZERO)) return 0; #if 0 fprintf(stderr, "Thread[%ld] m_from : %ld m_to : %ld n_from : %ld n_to : %ld N_from : %ld N_to : %ld\n", mypos, m_from, m_to, n_from, n_to, N_from, N_to); #endif div_n = (n_to - n_from + DIVIDE_RATE - 1) / DIVIDE_RATE; buffer[0] = sb; for (i = 1; i < DIVIDE_RATE; i++) { buffer[i] = buffer[i - 1] + GEMM3M_Q * ((div_n + GEMM3M_UNROLL_N - 1) & ~(GEMM3M_UNROLL_N - 1)); } for(ls = 0; ls < k; ls += min_l){ min_l = k - ls; if (min_l >= GEMM3M_Q * 2) { min_l = GEMM3M_Q; } else { if (min_l > GEMM3M_Q) { min_l = (min_l + 1) / 2; } } min_i = m_to - m_from; if (min_i >= GEMM3M_P * 2) { min_i = GEMM3M_P; } else { if (min_i > GEMM3M_P) { min_i = (min_i / 2 + GEMM3M_UNROLL_M - 1) & ~(GEMM3M_UNROLL_M - 1); } } START_RPCC(); ICOPYB_OPERATION(min_l, min_i, a, lda, ls, m_from, sa); STOP_RPCC(copy_A); div_n = (n_to - n_from + DIVIDE_RATE - 1) / DIVIDE_RATE; for (xxx = n_from, bufferside = 0; xxx < n_to; xxx += div_n, bufferside ++) { START_RPCC(); /* Make sure if no one is using another buffer */ for (i = 0; i < args -> nthreads; i++) while (job[mypos].working[i][CACHE_LINE_SIZE * bufferside]) {YIELDING;}; STOP_RPCC(waiting1); for(jjs = xxx; jjs < MIN(n_to, xxx + div_n); jjs += min_jj){ min_jj = MIN(n_to, xxx + div_n) - jjs; if (min_jj > GEMM3M_UNROLL_N) min_jj = GEMM3M_UNROLL_N; START_RPCC(); #if defined(NN) || defined(NT) || defined(TN) || defined(TT) || defined(RN) || defined(RT) || defined(CN) || defined(CT) OCOPYB_OPERATION(min_l, min_jj, b, ldb, alpha[0], alpha[1], ls, jjs, buffer[bufferside] + min_l * (jjs - xxx)); #else OCOPYB_OPERATION(min_l, min_jj, b, ldb, alpha[0], -alpha[1], ls, jjs, buffer[bufferside] + min_l * (jjs - xxx)); #endif STOP_RPCC(copy_B); START_RPCC(); KERNEL_OPERATION(min_i, min_jj, min_l, ALPHA5, ALPHA6, sa, buffer[bufferside] + min_l * (jjs - xxx), c, ldc, m_from, jjs); STOP_RPCC(kernel); #ifdef TIMING ops += 2 * min_i * min_jj * min_l; #endif } for (i = 0; i < args -> nthreads; i++) job[mypos].working[i][CACHE_LINE_SIZE * bufferside] = (BLASLONG)buffer[bufferside]; } current = mypos; do { current ++; if (current >= args -> nthreads) current = 0; div_n = (range_n[current + 1] - range_n[current] + DIVIDE_RATE - 1) / DIVIDE_RATE; for (xxx = range_n[current], bufferside = 0; xxx < range_n[current + 1]; xxx += div_n, bufferside ++) { if (current != mypos) { START_RPCC(); /* thread has to wait */ while(job[current].working[mypos][CACHE_LINE_SIZE * bufferside] == 0) {YIELDING;}; STOP_RPCC(waiting2); START_RPCC(); KERNEL_OPERATION(min_i, MIN(range_n[current + 1] - xxx, div_n), min_l, ALPHA5, ALPHA6, sa, (FLOAT *)job[current].working[mypos][CACHE_LINE_SIZE * bufferside], c, ldc, m_from, xxx); STOP_RPCC(kernel); #ifdef TIMING ops += 2 * min_i * MIN(range_n[current + 1] - xxx, div_n) * min_l; #endif } if (m_to - m_from == min_i) { job[current].working[mypos][CACHE_LINE_SIZE * bufferside] = 0; } } } while (current != mypos); for(is = m_from + min_i; is < m_to; is += min_i){ min_i = m_to - is; if (min_i >= GEMM3M_P * 2) { min_i = GEMM3M_P; } else if (min_i > GEMM3M_P) { min_i = ((min_i + 1) / 2 + GEMM3M_UNROLL_M - 1) & ~(GEMM3M_UNROLL_M - 1); } START_RPCC(); ICOPYB_OPERATION(min_l, min_i, a, lda, ls, is, sa); STOP_RPCC(copy_A); current = mypos; do { div_n = (range_n[current + 1] - range_n[current] + DIVIDE_RATE - 1) / DIVIDE_RATE; for (xxx = range_n[current], bufferside = 0; xxx < range_n[current + 1]; xxx += div_n, bufferside ++) { START_RPCC(); KERNEL_OPERATION(min_i, MIN(range_n[current + 1] - xxx, div_n), min_l, ALPHA5, ALPHA6, sa, (FLOAT *)job[current].working[mypos][CACHE_LINE_SIZE * bufferside], c, ldc, is, xxx); STOP_RPCC(kernel); #ifdef TIMING ops += 2 * min_i * (range_n[current + 1] - range_n[current] - div_n) * min_l; #endif if (is + min_i >= m_to) { /* Thread doesn't need this buffer any more */ job[current].working[mypos][CACHE_LINE_SIZE * bufferside] = 0; } } current ++; if (current >= args -> nthreads) current = 0; } while (current != mypos); } /* end of is */ START_RPCC(); ICOPYR_OPERATION(min_l, min_i, a, lda, ls, m_from, sa); STOP_RPCC(copy_A); div_n = (n_to - n_from + DIVIDE_RATE - 1) / DIVIDE_RATE; for (xxx = n_from, bufferside = 0; xxx < n_to; xxx += div_n, bufferside ++) { START_RPCC(); /* Make sure if no one is using another buffer */ for (i = 0; i < args -> nthreads; i++) while (job[mypos].working[i][CACHE_LINE_SIZE * bufferside]) {YIELDING;}; STOP_RPCC(waiting1); for(jjs = xxx; jjs < MIN(n_to, xxx + div_n); jjs += min_jj){ min_jj = MIN(n_to, xxx + div_n) - jjs; if (min_jj > GEMM3M_UNROLL_N) min_jj = GEMM3M_UNROLL_N; START_RPCC(); #if defined(NN) || defined(NT) || defined(TN) || defined(TT) OCOPYR_OPERATION(min_l, min_jj, b, ldb, alpha[0], alpha[1], ls, jjs, buffer[bufferside] + min_l * (jjs - xxx)); #elif defined(RR) || defined(RC) || defined(CR) || defined(CC) OCOPYR_OPERATION(min_l, min_jj, b, ldb, alpha[0], -alpha[1], ls, jjs, buffer[bufferside] + min_l * (jjs - xxx)); #elif defined(RN) || defined(RT) || defined(CN) || defined(CT) OCOPYI_OPERATION(min_l, min_jj, b, ldb, alpha[0], alpha[1], ls, jjs, buffer[bufferside] + min_l * (jjs - xxx)); #else OCOPYI_OPERATION(min_l, min_jj, b, ldb, alpha[0], -alpha[1], ls, jjs, buffer[bufferside] + min_l * (jjs - xxx)); #endif STOP_RPCC(copy_B); START_RPCC(); KERNEL_OPERATION(min_i, min_jj, min_l, ALPHA11, ALPHA12, sa, buffer[bufferside] + min_l * (jjs - xxx), c, ldc, m_from, jjs); STOP_RPCC(kernel); #ifdef TIMING ops += 2 * min_i * min_jj * min_l; #endif } for (i = 0; i < args -> nthreads; i++) job[mypos].working[i][CACHE_LINE_SIZE * bufferside] = (BLASLONG)buffer[bufferside]; } current = mypos; do { current ++; if (current >= args -> nthreads) current = 0; div_n = (range_n[current + 1] - range_n[current] + DIVIDE_RATE - 1) / DIVIDE_RATE; for (xxx = range_n[current], bufferside = 0; xxx < range_n[current + 1]; xxx += div_n, bufferside ++) { if (current != mypos) { START_RPCC(); /* thread has to wait */ while(job[current].working[mypos][CACHE_LINE_SIZE * bufferside] == 0) {YIELDING;}; STOP_RPCC(waiting2); START_RPCC(); KERNEL_OPERATION(min_i, MIN(range_n[current + 1] - xxx, div_n), min_l, ALPHA11, ALPHA12, sa, (FLOAT *)job[current].working[mypos][CACHE_LINE_SIZE * bufferside], c, ldc, m_from, xxx); STOP_RPCC(kernel); #ifdef TIMING ops += 2 * min_i * MIN(range_n[current + 1] - xxx, div_n) * min_l; #endif } if (m_to - m_from == min_i) { job[current].working[mypos][CACHE_LINE_SIZE * bufferside] = 0; } } } while (current != mypos); for(is = m_from + min_i; is < m_to; is += min_i){ min_i = m_to - is; if (min_i >= GEMM3M_P * 2) { min_i = GEMM3M_P; } else if (min_i > GEMM3M_P) { min_i = ((min_i + 1) / 2 + GEMM3M_UNROLL_M - 1) & ~(GEMM3M_UNROLL_M - 1); } START_RPCC(); ICOPYR_OPERATION(min_l, min_i, a, lda, ls, is, sa); STOP_RPCC(copy_A); current = mypos; do { div_n = (range_n[current + 1] - range_n[current] + DIVIDE_RATE - 1) / DIVIDE_RATE; for (xxx = range_n[current], bufferside = 0; xxx < range_n[current + 1]; xxx += div_n, bufferside ++) { START_RPCC(); KERNEL_OPERATION(min_i, MIN(range_n[current + 1] - xxx, div_n), min_l, ALPHA11, ALPHA12, sa, (FLOAT *)job[current].working[mypos][CACHE_LINE_SIZE * bufferside], c, ldc, is, xxx); STOP_RPCC(kernel); #ifdef TIMING ops += 2 * min_i * (range_n[current + 1] - range_n[current] - div_n) * min_l; #endif if (is + min_i >= m_to) { /* Thread doesn't need this buffer any more */ job[current].working[mypos][CACHE_LINE_SIZE * bufferside] = 0; } } current ++; if (current >= args -> nthreads) current = 0; } while (current != mypos); } /* end of is */ START_RPCC(); ICOPYI_OPERATION(min_l, min_i, a, lda, ls, m_from, sa); STOP_RPCC(copy_A); div_n = (n_to - n_from + DIVIDE_RATE - 1) / DIVIDE_RATE; for (xxx = n_from, bufferside = 0; xxx < n_to; xxx += div_n, bufferside ++) { START_RPCC(); /* Make sure if no one is using another buffer */ for (i = 0; i < args -> nthreads; i++) while (job[mypos].working[i][CACHE_LINE_SIZE * bufferside]) {YIELDING;}; STOP_RPCC(waiting1); for(jjs = xxx; jjs < MIN(n_to, xxx + div_n); jjs += min_jj){ min_jj = MIN(n_to, xxx + div_n) - jjs; if (min_jj > GEMM3M_UNROLL_N) min_jj = GEMM3M_UNROLL_N; START_RPCC(); #if defined(NN) || defined(NT) || defined(TN) || defined(TT) OCOPYI_OPERATION(min_l, min_jj, b, ldb, alpha[0], alpha[1], ls, jjs, buffer[bufferside] + min_l * (jjs - xxx)); #elif defined(RR) || defined(RC) || defined(CR) || defined(CC) OCOPYI_OPERATION(min_l, min_jj, b, ldb, alpha[0], -alpha[1], ls, jjs, buffer[bufferside] + min_l * (jjs - xxx)); #elif defined(RN) || defined(RT) || defined(CN) || defined(CT) OCOPYR_OPERATION(min_l, min_jj, b, ldb, alpha[0], alpha[1], ls, jjs, buffer[bufferside] + min_l * (jjs - xxx)); #else OCOPYR_OPERATION(min_l, min_jj, b, ldb, alpha[0], -alpha[1], ls, jjs, buffer[bufferside] + min_l * (jjs - xxx)); #endif STOP_RPCC(copy_B); START_RPCC(); KERNEL_OPERATION(min_i, min_jj, min_l, ALPHA17, ALPHA18, sa, buffer[bufferside] + min_l * (jjs - xxx), c, ldc, m_from, jjs); STOP_RPCC(kernel); #ifdef TIMING ops += 2 * min_i * min_jj * min_l; #endif } for (i = 0; i < args -> nthreads; i++) job[mypos].working[i][CACHE_LINE_SIZE * bufferside] = (BLASLONG)buffer[bufferside]; } current = mypos; do { current ++; if (current >= args -> nthreads) current = 0; div_n = (range_n[current + 1] - range_n[current] + DIVIDE_RATE - 1) / DIVIDE_RATE; for (xxx = range_n[current], bufferside = 0; xxx < range_n[current + 1]; xxx += div_n, bufferside ++) { if (current != mypos) { START_RPCC(); /* thread has to wait */ while(job[current].working[mypos][CACHE_LINE_SIZE * bufferside] == 0) {YIELDING;}; STOP_RPCC(waiting2); START_RPCC(); KERNEL_OPERATION(min_i, MIN(range_n[current + 1] - xxx, div_n), min_l, ALPHA17, ALPHA18, sa, (FLOAT *)job[current].working[mypos][CACHE_LINE_SIZE * bufferside], c, ldc, m_from, xxx); STOP_RPCC(kernel); #ifdef TIMING ops += 2 * min_i * MIN(range_n[current + 1] - xxx, div_n) * min_l; #endif } if (m_to - m_from == min_i) { job[current].working[mypos][CACHE_LINE_SIZE * bufferside] = 0; } } } while (current != mypos); for(is = m_from + min_i; is < m_to; is += min_i){ min_i = m_to - is; if (min_i >= GEMM3M_P * 2) { min_i = GEMM3M_P; } else if (min_i > GEMM3M_P) { min_i = ((min_i + 1) / 2 + GEMM3M_UNROLL_M - 1) & ~(GEMM3M_UNROLL_M - 1); } START_RPCC(); ICOPYI_OPERATION(min_l, min_i, a, lda, ls, is, sa); STOP_RPCC(copy_A); current = mypos; do { div_n = (range_n[current + 1] - range_n[current] + DIVIDE_RATE - 1) / DIVIDE_RATE; for (xxx = range_n[current], bufferside = 0; xxx < range_n[current + 1]; xxx += div_n, bufferside ++) { START_RPCC(); KERNEL_OPERATION(min_i, MIN(range_n[current + 1] - xxx, div_n), min_l, ALPHA17, ALPHA18, sa, (FLOAT *)job[current].working[mypos][CACHE_LINE_SIZE * bufferside], c, ldc, is, xxx); STOP_RPCC(kernel); #ifdef TIMING ops += 2 * min_i * (range_n[current + 1] - range_n[current] - div_n) * min_l; #endif if (is + min_i >= m_to) { /* Thread doesn't need this buffer any more */ job[current].working[mypos][CACHE_LINE_SIZE * bufferside] = 0; } } current ++; if (current >= args -> nthreads) current = 0; } while (current != mypos); } /* end of is */ } START_RPCC(); for (i = 0; i < args -> nthreads; i++) { for (xxx = 0; xxx < DIVIDE_RATE; xxx++) { while (job[mypos].working[i][CACHE_LINE_SIZE * xxx] ) {YIELDING;}; } } STOP_RPCC(waiting3); #ifdef TIMING BLASLONG waiting = waiting1 + waiting2 + waiting3; BLASLONG total = copy_A + copy_B + kernel + waiting; fprintf(stderr, "GEMM [%2ld] Copy_A : %6.2f Copy_B : %6.2f Wait : %6.2f Kernel : %6.2f\n", mypos, (double)copy_A /(double)total * 100., (double)copy_B /(double)total * 100., (double)waiting /(double)total * 100., (double)ops/(double)kernel / 2. * 100.); fprintf(stderr, "GEMM [%2ld] Copy_A : %6.2ld Copy_B : %6.2ld Wait : %6.2ld\n", mypos, copy_A, copy_B, waiting); #if 0 fprintf(stderr, "Waiting[%2ld] %6.2f %6.2f %6.2f\n", mypos, (double)waiting1/(double)waiting * 100., (double)waiting2/(double)waiting * 100., (double)waiting3/(double)waiting * 100.); #endif fprintf(stderr, "\n"); #endif return 0; }
int CNAME(blas_arg_t *args, BLASLONG *range_m, BLASLONG *range_n, FLOAT *sa, FLOAT *sb, BLASLONG dummy){ BLASLONG k, lda, ldb, ldc; FLOAT *alpha, *beta; FLOAT *a, *b, *c; BLASLONG m_from, m_to, n_from, n_to; BLASLONG ls, is, js, jjs; BLASLONG min_l, min_i, min_j, min_jj; #ifdef TIMING BLASULONG rpcc_counter; BLASULONG BLASLONG innercost = 0; BLASULONG BLASLONG outercost = 0; BLASULONG BLASLONG kernelcost = 0; double total; #endif k = K; a = (FLOAT *)A; b = (FLOAT *)B; c = (FLOAT *)C; lda = LDA; ldb = LDB; ldc = LDC; alpha = (FLOAT *)args -> alpha; beta = (FLOAT *)args -> beta; m_from = 0; m_to = M; if (range_m) { m_from = *(((BLASLONG *)range_m) + 0); m_to = *(((BLASLONG *)range_m) + 1); } n_from = 0; n_to = N; if (range_n) { n_from = *(((BLASLONG *)range_n) + 0); n_to = *(((BLASLONG *)range_n) + 1); } if (beta) { #ifndef COMPLEX if (beta[0] != ONE) #else if ((beta[0] != ONE) || (beta[1] != ZERO)) #endif BETA_OPERATION(m_from, m_to, n_from, n_to, beta, c, ldc); } if ((k == 0) || (alpha == NULL)) return 0; if ((alpha[0] == ZERO) #ifdef COMPLEX && (alpha[1] == ZERO) #endif ) return 0; #if 0 printf("GEMM: M_from : %ld M_to : %ld N_from : %ld N_to : %ld k : %ld\n", m_from, m_to, n_from, n_to, k); printf("GEMM: P = %4ld Q = %4ld R = %4ld\n", (BLASLONG)GEMM3M_P, (BLASLONG)GEMM3M_Q, (BLASLONG)GEMM3M_R); printf("GEMM: SA .. %p SB .. %p\n", sa, sb); #endif #ifdef DEBUG innercost = 0; outercost = 0; kernelcost = 0; #endif for(js = n_from; js < n_to; js += GEMM3M_R){ min_j = n_to - js; if (min_j > GEMM3M_R) min_j = GEMM3M_R; for(ls = 0; ls < k; ls += min_l){ min_l = k - ls; if (min_l >= GEMM3M_Q * 2) { min_l = GEMM3M_Q; } else { if (min_l > GEMM3M_Q) { min_l = (min_l + 1) / 2; #ifdef UNROLL_X min_l = (min_l + UNROLL_X - 1) & ~(UNROLL_X - 1); #endif } } min_i = m_to - m_from; if (min_i >= GEMM3M_P * 2) { min_i = GEMM3M_P; } else { if (min_i > GEMM3M_P) { min_i = (min_i / 2 + GEMM3M_UNROLL_M - 1) & ~(GEMM3M_UNROLL_M - 1); } } START_RPCC(); ICOPYB_OPERATION(min_l, min_i, a, lda, ls, m_from, sa); STOP_RPCC(innercost); for(jjs = js; jjs < js + min_j; jjs += min_jj){ min_jj = min_j + js - jjs; if (min_jj > GEMM3M_UNROLL_N) min_jj = GEMM3M_UNROLL_N; START_RPCC(); #if defined(NN) || defined(NT) || defined(TN) || defined(TT) || defined(RN) || defined(RT) || defined(CN) || defined(CT) OCOPYB_OPERATION(min_l, min_jj, b, ldb, alpha[0], alpha[1], ls, jjs, sb + min_l * (jjs - js)); #else OCOPYB_OPERATION(min_l, min_jj, b, ldb, alpha[0], -alpha[1], ls, jjs, sb + min_l * (jjs - js)); #endif STOP_RPCC(outercost); START_RPCC(); KERNEL_OPERATION(min_i, min_jj, min_l, ALPHA5, ALPHA6, sa, sb + min_l * (jjs - js), c, ldc, m_from, jjs); STOP_RPCC(kernelcost); } for(is = m_from + min_i; is < m_to; is += min_i){ min_i = m_to - is; if (min_i >= GEMM3M_P * 2) { min_i = GEMM3M_P; } else if (min_i > GEMM3M_P) { min_i = (min_i / 2 + GEMM3M_UNROLL_M - 1) & ~(GEMM3M_UNROLL_M - 1); } START_RPCC(); ICOPYB_OPERATION(min_l, min_i, a, lda, ls, is, sa); STOP_RPCC(innercost); START_RPCC(); KERNEL_OPERATION(min_i, min_j, min_l, ALPHA5, ALPHA6, sa, sb, c, ldc, is, js); STOP_RPCC(kernelcost); } min_i = m_to - m_from; if (min_i >= GEMM3M_P * 2) { min_i = GEMM3M_P; } else { if (min_i > GEMM3M_P) { min_i = (min_i / 2 + GEMM3M_UNROLL_M - 1) & ~(GEMM3M_UNROLL_M - 1); } } START_RPCC(); ICOPYR_OPERATION(min_l, min_i, a, lda, ls, m_from, sa); STOP_RPCC(innercost); for(jjs = js; jjs < js + min_j; jjs += min_jj){ min_jj = min_j + js - jjs; if (min_jj > GEMM3M_UNROLL_N) min_jj = GEMM3M_UNROLL_N; START_RPCC(); #if defined(NN) || defined(NT) || defined(TN) || defined(TT) OCOPYR_OPERATION(min_l, min_jj, b, ldb, alpha[0], alpha[1], ls, jjs, sb + min_l * (jjs - js)); #elif defined(RR) || defined(RC) || defined(CR) || defined(CC) OCOPYR_OPERATION(min_l, min_jj, b, ldb, alpha[0], -alpha[1], ls, jjs, sb + min_l * (jjs - js)); #elif defined(RN) || defined(RT) || defined(CN) || defined(CT) OCOPYI_OPERATION(min_l, min_jj, b, ldb, alpha[0], alpha[1], ls, jjs, sb + min_l * (jjs - js)); #else OCOPYI_OPERATION(min_l, min_jj, b, ldb, alpha[0], -alpha[1], ls, jjs, sb + min_l * (jjs - js)); #endif STOP_RPCC(outercost); START_RPCC(); KERNEL_OPERATION(min_i, min_jj, min_l, ALPHA11, ALPHA12, sa, sb + min_l * (jjs - js), c, ldc, m_from, jjs); STOP_RPCC(kernelcost); } for(is = m_from + min_i; is < m_to; is += min_i){ min_i = m_to - is; if (min_i >= GEMM3M_P * 2) { min_i = GEMM3M_P; } else if (min_i > GEMM3M_P) { min_i = (min_i / 2 + GEMM3M_UNROLL_M - 1) & ~(GEMM3M_UNROLL_M - 1); } START_RPCC(); ICOPYR_OPERATION(min_l, min_i, a, lda, ls, is, sa); STOP_RPCC(innercost); START_RPCC(); KERNEL_OPERATION(min_i, min_j, min_l, ALPHA11, ALPHA12, sa, sb, c, ldc, is, js); STOP_RPCC(kernelcost); } min_i = m_to - m_from; if (min_i >= GEMM3M_P * 2) { min_i = GEMM3M_P; } else { if (min_i > GEMM3M_P) { min_i = (min_i / 2 + GEMM3M_UNROLL_M - 1) & ~(GEMM3M_UNROLL_M - 1); } } START_RPCC(); ICOPYI_OPERATION(min_l, min_i, a, lda, ls, m_from, sa); STOP_RPCC(innercost); for(jjs = js; jjs < js + min_j; jjs += min_jj){ min_jj = min_j + js - jjs; if (min_jj > GEMM3M_UNROLL_N) min_jj = GEMM3M_UNROLL_N; START_RPCC(); #if defined(NN) || defined(NT) || defined(TN) || defined(TT) OCOPYI_OPERATION(min_l, min_jj, b, ldb, alpha[0], alpha[1], ls, jjs, sb + min_l * (jjs - js)); #elif defined(RR) || defined(RC) || defined(CR) || defined(CC) OCOPYI_OPERATION(min_l, min_jj, b, ldb, alpha[0], -alpha[1], ls, jjs, sb + min_l * (jjs - js)); #elif defined(RN) || defined(RT) || defined(CN) || defined(CT) OCOPYR_OPERATION(min_l, min_jj, b, ldb, alpha[0], alpha[1], ls, jjs, sb + min_l * (jjs - js)); #else OCOPYR_OPERATION(min_l, min_jj, b, ldb, alpha[0], -alpha[1], ls, jjs, sb + min_l * (jjs - js)); #endif STOP_RPCC(outercost); START_RPCC(); KERNEL_OPERATION(min_i, min_jj, min_l, ALPHA17, ALPHA18, sa, sb + min_l * (jjs - js), c, ldc, m_from, jjs); STOP_RPCC(kernelcost); } for(is = m_from + min_i; is < m_to; is += min_i){ min_i = m_to - is; if (min_i >= GEMM3M_P * 2) { min_i = GEMM3M_P; } else if (min_i > GEMM3M_P) { min_i = (min_i / 2 + GEMM3M_UNROLL_M - 1) & ~(GEMM3M_UNROLL_M - 1); } START_RPCC(); ICOPYI_OPERATION(min_l, min_i, a, lda, ls, is, sa); STOP_RPCC(innercost); START_RPCC(); KERNEL_OPERATION(min_i, min_j, min_l, ALPHA17, ALPHA18, sa, sb, c, ldc, is, js); STOP_RPCC(kernelcost); } } /* end of js */ } /* end of ls */ #ifdef TIMING total = (double)outercost + (double)innercost + (double)kernelcost; printf( "Copy A : %5.2f Copy B: %5.2f Kernel : %5.2f\n", innercost / total * 100., outercost / total * 100., kernelcost / total * 100.); printf( " Total %10.3f%% %10.3f MFlops\n", ((double)(m_to - m_from) * (double)(n_to - n_from) * (double)k) / (double)kernelcost / 2 * 100, 2400. * (2. * (double)(m_to - m_from) * (double)(n_to - n_from) * (double)k) / (double)kernelcost); #endif return 0; }