/*********************************************************************/ /* Copyright 2009, 2010 The University of Texas at Austin. */ /* All rights reserved. */ /* */ /* Redistribution and use in source and binary forms, with or */ /* without modification, are permitted provided that the following */ /* conditions are met: */ /* */ /* 1. Redistributions of source code must retain the above */ /* copyright notice, this list of conditions and the following */ /* disclaimer. */ /* */ /* 2. Redistributions in binary form must reproduce the above */ /* copyright notice, this list of conditions and the following */ /* disclaimer in the documentation and/or other materials */ /* provided with the distribution. */ /* */ /* THIS SOFTWARE IS PROVIDED BY THE UNIVERSITY OF TEXAS AT */ /* AUSTIN ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, */ /* INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF */ /* MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE */ /* DISCLAIMED. IN NO EVENT SHALL THE UNIVERSITY OF TEXAS AT */ /* AUSTIN OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, */ /* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES */ /* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE */ /* GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR */ /* BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF */ /* LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT */ /* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT */ /* OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE */ /* POSSIBILITY OF SUCH DAMAGE. */ /* */ /* The views and conclusions contained in the software and */ /* documentation are those of the authors and should not be */ /* interpreted as representing official policies, either expressed */ /* or implied, of The University of Texas at Austin. */ /*********************************************************************/ #ifndef KERNEL_OPERATION #ifndef COMPLEX #define KERNEL_OPERATION(M, N, K, ALPHA, SA, SB, C, LDC, X, Y) \ KERNEL_FUNC(M, N, K, ALPHA[0], SA, SB, (FLOAT *)(C) + ((X) + (Y) * LDC) * COMPSIZE, LDC, (X) - (Y)) #else #define KERNEL_OPERATION(M, N, K, ALPHA, SA, SB, C, LDC, X, Y) \ KERNEL_FUNC(M, N, K, ALPHA[0], ALPHA[1], SA, SB, (FLOAT *)(C) + ((X) + (Y) * LDC) * COMPSIZE, LDC, (X) - (Y)) #endif #endif #ifndef ICOPY_OPERATION #ifndef TRANS #define ICOPY_OPERATION(M, N, A, LDA, X, Y, BUFFER) GEMM_ITCOPY(M, N, (FLOAT *)(A) + ((Y) + (X) * (LDA)) * COMPSIZE, LDA, BUFFER); #else #define ICOPY_OPERATION(M, N, A, LDA, X, Y, BUFFER) GEMM_INCOPY(M, N, (FLOAT *)(A) + ((X) + (Y) * (LDA)) * COMPSIZE, LDA, BUFFER); #endif #endif #ifndef OCOPY_OPERATION #ifdef TRANS #define OCOPY_OPERATION(M, N, A, LDA, X, Y, BUFFER) GEMM_ONCOPY(M, N, (FLOAT *)(A) + ((X) + (Y) * (LDA)) * COMPSIZE, LDA, BUFFER); #else #define OCOPY_OPERATION(M, N, A, LDA, X, Y, BUFFER) GEMM_OTCOPY(M, N, (FLOAT *)(A) + ((Y) + (X) * (LDA)) * COMPSIZE, LDA, BUFFER); #endif #endif #ifndef M #define M args -> n #endif #ifndef N #define N args -> n #endif #ifndef K #define K args -> k #endif #ifndef A #define A args -> a #endif #ifndef C #define C args -> c #endif #ifndef LDA #define LDA args -> lda #endif #ifndef LDC #define LDC args -> ldc #endif #ifdef TIMING #define START_RPCC() rpcc_counter = rpcc() #define STOP_RPCC(COUNTER) COUNTER += rpcc() - rpcc_counter #else #define START_RPCC() #define STOP_RPCC(COUNTER) #endif int CNAME(blas_arg_t *args, BLASLONG *range_m, BLASLONG *range_n, FLOAT *sa, FLOAT *sb, BLASLONG dummy) { BLASLONG m_from, m_to, n_from, n_to, k, lda, ldc; FLOAT *a, *c, *alpha, *beta; BLASLONG ls, is, js; BLASLONG min_l, min_i, min_j; BLASLONG jjs, min_jj; BLASLONG m_start, m_end; int shared = ((GEMM_UNROLL_M == GEMM_UNROLL_N) && !HAVE_EX_L2); FLOAT *aa; #ifdef TIMING unsigned long long rpcc_counter; unsigned long long innercost = 0; unsigned long long outercost = 0; unsigned long long kernelcost = 0; double total; #endif k = K; a = (FLOAT *)A; c = (FLOAT *)C; lda = LDA; 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) { #if !defined(COMPLEX) || defined(HERK) if (beta[0] != ONE) #else if ((beta[0] != ONE) || (beta[1] != ZERO)) #endif syrk_beta(m_from, m_to, n_from, n_to, beta, c, ldc); } if ((k == 0) || (alpha == NULL)) return 0; if ((alpha[0] == ZERO) #if defined(COMPLEX) && !defined(HERK) && (alpha[1] == ZERO) #endif ) return 0; #if 0 fprintf(stderr, "m_from : %ld m_to : %ld n_from : %ld n_to : %ld\n", m_from, m_to, n_from, n_to); #endif for(js = n_from; js < n_to; js += GEMM_R){ min_j = n_to - js; if (min_j > GEMM_R) min_j = GEMM_R; #ifndef LOWER m_start = m_from; m_end = js + min_j; if (m_end > m_to) m_end = m_to; #else m_start = m_from; m_end = m_to; if (m_start < js) m_start = js; #endif for(ls = 0; ls < k; ls += min_l){ min_l = k - ls; if (min_l >= GEMM_Q * 2) { min_l = GEMM_Q; } else if (min_l > GEMM_Q) { min_l = (min_l + 1) / 2; } min_i = m_end - m_start; if (min_i >= GEMM_P * 2) { min_i = GEMM_P; } else if (min_i > GEMM_P) { min_i = (min_i / 2 + GEMM_UNROLL_MN - 1) & ~(GEMM_UNROLL_MN - 1); } #ifndef LOWER if (m_end >= js) { aa = sb + min_l * MAX(m_start - js, 0) * COMPSIZE; if (!shared) aa = sa; for(jjs = MAX(m_start, js); jjs < js + min_j; jjs += min_jj){ min_jj = js + min_j - jjs; if (min_jj > GEMM_UNROLL_MN) min_jj = GEMM_UNROLL_MN; if (!shared && (jjs - MAX(m_start, js) < min_i)) { START_RPCC(); ICOPY_OPERATION(min_l, min_jj, a, lda, ls, jjs, sa + min_l * (jjs - js) * COMPSIZE); STOP_RPCC(innercost); } START_RPCC(); OCOPY_OPERATION(min_l, min_jj, a, lda, ls, jjs, sb + min_l * (jjs - js) * COMPSIZE); STOP_RPCC(outercost); START_RPCC(); KERNEL_OPERATION(min_i, min_jj, min_l, alpha, aa, sb + min_l * (jjs - js) * COMPSIZE, c, ldc, MAX(m_start, js), jjs); STOP_RPCC(kernelcost); } for(is = MAX(m_start, js) + min_i; is < m_end; is += min_i){ min_i = m_end - is; if (min_i >= GEMM_P * 2) { min_i = GEMM_P; } else if (min_i > GEMM_P) { min_i = (min_i / 2 + GEMM_UNROLL_MN - 1) & ~(GEMM_UNROLL_MN - 1); } aa = sb + min_l * (is - js) * COMPSIZE; if (!shared) { START_RPCC(); ICOPY_OPERATION(min_l, min_i, a, lda, ls, is, sa); STOP_RPCC(innercost); aa = sa; } START_RPCC(); KERNEL_OPERATION(min_i, min_j, min_l, alpha, aa, sb, c, ldc, is, js); STOP_RPCC(kernelcost); } } if (m_start < js) { if (m_end < js) { START_RPCC(); ICOPY_OPERATION(min_l, min_i, a, lda, ls, m_start, sa); STOP_RPCC(innercost); for(jjs = js; jjs < js + min_j; jjs += GEMM_UNROLL_MN){ min_jj = min_j + js - jjs; if (min_jj > GEMM_UNROLL_MN) min_jj = GEMM_UNROLL_MN; START_RPCC(); OCOPY_OPERATION(min_l, min_jj, a, lda, ls, jjs, sb + min_l * (jjs - js) * COMPSIZE); STOP_RPCC(outercost); START_RPCC(); KERNEL_OPERATION(min_i, min_jj, min_l, alpha, sa, sb + min_l * (jjs - js) * COMPSIZE, c, ldc, m_start, jjs); STOP_RPCC(kernelcost); } } else { min_i = 0; } for(is = m_start + min_i; is < MIN(m_end, js); is += min_i){ min_i = MIN(m_end, js)- is; if (min_i >= GEMM_P * 2) { min_i = GEMM_P; } else if (min_i > GEMM_P) { min_i = (min_i / 2 + GEMM_UNROLL_MN - 1) & ~(GEMM_UNROLL_MN - 1); } START_RPCC(); ICOPY_OPERATION(min_l, min_i, a, lda, ls, is, sa); STOP_RPCC(innercost); START_RPCC(); KERNEL_OPERATION(min_i, min_j, min_l, alpha, sa, sb, c, ldc, is, js); STOP_RPCC(kernelcost); } } #else if (m_start < js + min_j) { aa = sb + min_l * (m_start - js) * COMPSIZE; if (!shared) { START_RPCC(); ICOPY_OPERATION(min_l, min_i, a, lda, ls, m_start, sa); STOP_RPCC(innercost); } START_RPCC(); OCOPY_OPERATION(min_l, (shared? (min_i) : MIN(min_i, min_j + js - m_start)), a, lda, ls, m_start, aa); STOP_RPCC(outercost); START_RPCC(); KERNEL_OPERATION(min_i, MIN(min_i, min_j + js - m_start), min_l, alpha, (shared? (aa) : (sa)), aa, c, ldc, m_start, m_start); STOP_RPCC(kernelcost); for(jjs = js; jjs < m_start; jjs += GEMM_UNROLL_N){ min_jj = m_start - jjs; if (min_jj > GEMM_UNROLL_N) min_jj = GEMM_UNROLL_N; START_RPCC(); OCOPY_OPERATION(min_l, min_jj, a, lda, ls, jjs, sb + min_l * (jjs - js) * COMPSIZE); STOP_RPCC(outercost); START_RPCC(); KERNEL_OPERATION(min_i, min_jj, min_l, alpha, (shared? (aa) : (sa)), sb + min_l * (jjs - js) * COMPSIZE, c, ldc, m_start, jjs); STOP_RPCC(kernelcost); } for(is = m_start + min_i; is < m_end; is += min_i){ min_i = m_end - is; if (min_i >= GEMM_P * 2) { min_i = GEMM_P; } else if (min_i > GEMM_P) { min_i = (min_i / 2 + GEMM_UNROLL_MN - 1) & ~(GEMM_UNROLL_MN - 1); } if (is < js + min_j) { if (!shared) { START_RPCC(); ICOPY_OPERATION(min_l, min_i, a, lda, ls, is, sa); STOP_RPCC(innercost); } aa = sb + min_l * (is - js) * COMPSIZE; START_RPCC(); OCOPY_OPERATION(min_l, (shared? (min_i) : MIN(min_i, min_j - is + js)), a, lda, ls, is, aa); STOP_RPCC(outercost); START_RPCC(); KERNEL_OPERATION(min_i, MIN(min_i, min_j - is + js), min_l, alpha, (shared? (aa) : (sa)), aa, c, ldc, is, is); STOP_RPCC(kernelcost); START_RPCC(); KERNEL_OPERATION(min_i, is - js, min_l, alpha, (shared? (aa) : (sa)), sb, c, ldc, is, js); STOP_RPCC(kernelcost); } else { START_RPCC(); ICOPY_OPERATION(min_l, min_i, a, lda, ls, is, sa); STOP_RPCC(innercost); START_RPCC(); KERNEL_OPERATION(min_i, min_j, min_l, alpha, sa, sb, c, ldc, is, js); STOP_RPCC(kernelcost); } } } else { START_RPCC(); ICOPY_OPERATION(min_l, min_i, a, lda, ls, m_start, sa); STOP_RPCC(innercost); for(jjs = js; jjs < min_j; jjs += GEMM_UNROLL_N){ min_jj = min_j - jjs; if (min_jj > GEMM_UNROLL_N) min_jj = GEMM_UNROLL_N; START_RPCC(); OCOPY_OPERATION(min_l, min_jj, a, lda, ls, jjs, sb + min_l * (jjs - js) * COMPSIZE); STOP_RPCC(outercost); START_RPCC(); KERNEL_OPERATION(min_i, min_jj, min_l, alpha, sa, sb + min_l * (jjs - js) * COMPSIZE, c, ldc, m_start, jjs); STOP_RPCC(kernelcost); } for(is = m_start + min_i; is < m_end; is += min_i){ min_i = m_end - is; if (min_i >= GEMM_P * 2) { min_i = GEMM_P; } else if (min_i > GEMM_P) { min_i = (min_i / 2 + GEMM_UNROLL_MN - 1) & ~(GEMM_UNROLL_MN - 1); } START_RPCC(); ICOPY_OPERATION(min_l, min_i, a, lda, ls, is, sa); STOP_RPCC(innercost); START_RPCC(); KERNEL_OPERATION(min_i, min_j, min_l, alpha, sa, sb, c, ldc, is, js); STOP_RPCC(kernelcost); } } #endif } } #ifdef TIMING total = (double)outercost + (double)innercost + (double)kernelcost; printf( "Copy A : %5.2f Copy B: %5.2f Kernel : %5.2f kernel Effi. : %5.2f Total Effi. : %5.2f\n", innercost / total * 100., outercost / total * 100., kernelcost / total * 100., (double)(m_to - m_from) * (double)(n_to - n_from) * (double)k / (double)kernelcost * 100. * (double)COMPSIZE / (double)DNUMOPT, (double)(m_to - m_from) * (double)(n_to - n_from) * (double)k / total * 100. * (double)COMPSIZE / (double)DNUMOPT); #endif return 0; }