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/*********************************************************************/
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/* Copyright 2009, 2010 The University of Texas at Austin. */
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/* All rights reserved. */
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kusano |
2b45e8 |
/* */
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kusano |
2b45e8 |
/* Redistribution and use in source and binary forms, with or */
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/* without modification, are permitted provided that the following */
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2b45e8 |
/* conditions are met: */
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2b45e8 |
/* */
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kusano |
2b45e8 |
/* 1. Redistributions of source code must retain the above */
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kusano |
2b45e8 |
/* copyright notice, this list of conditions and the following */
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kusano |
2b45e8 |
/* disclaimer. */
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kusano |
2b45e8 |
/* */
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kusano |
2b45e8 |
/* 2. Redistributions in binary form must reproduce the above */
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kusano |
2b45e8 |
/* copyright notice, this list of conditions and the following */
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kusano |
2b45e8 |
/* disclaimer in the documentation and/or other materials */
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kusano |
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/* provided with the distribution. */
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kusano |
2b45e8 |
/* */
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kusano |
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/* THIS SOFTWARE IS PROVIDED BY THE UNIVERSITY OF TEXAS AT */
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kusano |
2b45e8 |
/* AUSTIN ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, */
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2b45e8 |
/* INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF */
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|
kusano |
2b45e8 |
/* MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE */
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2b45e8 |
/* DISCLAIMED. IN NO EVENT SHALL THE UNIVERSITY OF TEXAS AT */
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2b45e8 |
/* AUSTIN OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, */
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2b45e8 |
/* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES */
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2b45e8 |
/* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE */
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2b45e8 |
/* GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR */
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2b45e8 |
/* BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF */
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kusano |
2b45e8 |
/* LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT */
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/* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT */
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/* OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE */
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/* POSSIBILITY OF SUCH DAMAGE. */
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2b45e8 |
/* */
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/* The views and conclusions contained in the software and */
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kusano |
2b45e8 |
/* documentation are those of the authors and should not be */
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/* interpreted as representing official policies, either expressed */
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/* or implied, of The University of Texas at Austin. */
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/*********************************************************************/
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#ifndef CACHE_LINE_SIZE
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#define CACHE_LINE_SIZE 8
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2b45e8 |
#endif
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|
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#ifndef DIVIDE_RATE
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#define DIVIDE_RATE 2
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#endif
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2b45e8 |
#ifndef SWITCH_RATIO
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#define SWITCH_RATIO 2
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2b45e8 |
#endif
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kusano |
2b45e8 |
|
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2b45e8 |
#ifndef GEMM_LOCAL
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kusano |
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#if defined(NN)
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kusano |
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#define GEMM_LOCAL GEMM_NN
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#elif defined(NT)
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kusano |
2b45e8 |
#define GEMM_LOCAL GEMM_NT
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2b45e8 |
#elif defined(NR)
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2b45e8 |
#define GEMM_LOCAL GEMM_NR
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#elif defined(NC)
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kusano |
2b45e8 |
#define GEMM_LOCAL GEMM_NC
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2b45e8 |
#elif defined(TN)
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kusano |
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#define GEMM_LOCAL GEMM_TN
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#elif defined(TT)
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kusano |
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#define GEMM_LOCAL GEMM_TT
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#elif defined(TR)
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#define GEMM_LOCAL GEMM_TR
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#elif defined(TC)
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kusano |
2b45e8 |
#define GEMM_LOCAL GEMM_TC
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#elif defined(RN)
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kusano |
2b45e8 |
#define GEMM_LOCAL GEMM_RN
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#elif defined(RT)
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kusano |
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#define GEMM_LOCAL GEMM_RT
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#elif defined(RR)
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kusano |
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#define GEMM_LOCAL GEMM_RR
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#elif defined(RC)
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kusano |
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#define GEMM_LOCAL GEMM_RC
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#elif defined(CN)
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kusano |
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#define GEMM_LOCAL GEMM_CN
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#elif defined(CT)
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kusano |
2b45e8 |
#define GEMM_LOCAL GEMM_CT
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#elif defined(CR)
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kusano |
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#define GEMM_LOCAL GEMM_CR
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#elif defined(CC)
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kusano |
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#define GEMM_LOCAL GEMM_CC
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2b45e8 |
#endif
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#endif
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typedef struct {
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volatile BLASLONG working[MAX_CPU_NUMBER][CACHE_LINE_SIZE * DIVIDE_RATE];
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} job_t;
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#ifndef BETA_OPERATION
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#ifndef COMPLEX
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#define BETA_OPERATION(M_FROM, M_TO, N_FROM, N_TO, BETA, C, LDC) \
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GEMM_BETA((M_TO) - (M_FROM), (N_TO - N_FROM), 0, \
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BETA[0], NULL, 0, NULL, 0, \
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(FLOAT *)(C) + ((M_FROM) + (N_FROM) * (LDC)) * COMPSIZE, LDC)
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#else
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#define BETA_OPERATION(M_FROM, M_TO, N_FROM, N_TO, BETA, C, LDC) \
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GEMM_BETA((M_TO) - (M_FROM), (N_TO - N_FROM), 0, \
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BETA[0], BETA[1], NULL, 0, NULL, 0, \
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(FLOAT *)(C) + ((M_FROM) + (N_FROM) * (LDC)) * COMPSIZE, LDC)
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#endif
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#endif
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kusano |
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#ifndef ICOPY_OPERATION
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#if defined(NN) || defined(NT) || defined(NC) || defined(NR) || \
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defined(RN) || defined(RT) || defined(RC) || defined(RR)
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#define ICOPY_OPERATION(M, N, A, LDA, X, Y, BUFFER) GEMM_ITCOPY(M, N, (FLOAT *)(A) + ((Y) + (X) * (LDA)) * COMPSIZE, LDA, BUFFER);
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#else
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#define ICOPY_OPERATION(M, N, A, LDA, X, Y, BUFFER) GEMM_INCOPY(M, N, (FLOAT *)(A) + ((X) + (Y) * (LDA)) * COMPSIZE, LDA, BUFFER);
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#endif
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#endif
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kusano |
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#ifndef OCOPY_OPERATION
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#if defined(NN) || defined(TN) || defined(CN) || defined(RN) || \
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defined(NR) || defined(TR) || defined(CR) || defined(RR)
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#define OCOPY_OPERATION(M, N, A, LDA, X, Y, BUFFER) GEMM_ONCOPY(M, N, (FLOAT *)(A) + ((X) + (Y) * (LDA)) * COMPSIZE, LDA, BUFFER);
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#else
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#define OCOPY_OPERATION(M, N, A, LDA, X, Y, BUFFER) GEMM_OTCOPY(M, N, (FLOAT *)(A) + ((Y) + (X) * (LDA)) * COMPSIZE, LDA, BUFFER);
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#endif
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#endif
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2b45e8 |
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#ifndef KERNEL_FUNC
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#if defined(NN) || defined(NT) || defined(TN) || defined(TT)
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#define KERNEL_FUNC GEMM_KERNEL_N
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#endif
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#if defined(CN) || defined(CT) || defined(RN) || defined(RT)
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#define KERNEL_FUNC GEMM_KERNEL_L
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#endif
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kusano |
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#if defined(NC) || defined(TC) || defined(NR) || defined(TR)
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#define KERNEL_FUNC GEMM_KERNEL_R
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#endif
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#if defined(CC) || defined(CR) || defined(RC) || defined(RR)
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#define KERNEL_FUNC GEMM_KERNEL_B
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#endif
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#endif
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2b45e8 |
|
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kusano |
2b45e8 |
#ifndef KERNEL_OPERATION
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kusano |
2b45e8 |
#ifndef COMPLEX
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#define KERNEL_OPERATION(M, N, K, ALPHA, SA, SB, C, LDC, X, Y) \
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KERNEL_FUNC(M, N, K, ALPHA[0], SA, SB, (FLOAT *)(C) + ((X) + (Y) * LDC) * COMPSIZE, LDC)
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#else
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#define KERNEL_OPERATION(M, N, K, ALPHA, SA, SB, C, LDC, X, Y) \
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|
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KERNEL_FUNC(M, N, K, ALPHA[0], ALPHA[1], SA, SB, (FLOAT *)(C) + ((X) + (Y) * LDC) * COMPSIZE, LDC)
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#endif
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2b45e8 |
#endif
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2b45e8 |
|
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2b45e8 |
#ifndef FUSED_KERNEL_OPERATION
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2b45e8 |
#if defined(NN) || defined(TN) || defined(CN) || defined(RN) || \
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kusano |
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defined(NR) || defined(TR) || defined(CR) || defined(RR)
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kusano |
2b45e8 |
#ifndef COMPLEX
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kusano |
2b45e8 |
#define FUSED_KERNEL_OPERATION(M, N, K, ALPHA, SA, SB, B, LDB, C, LDC, I, J, L) \
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FUSED_GEMM_KERNEL_N(M, N, K, ALPHA[0], SA, SB, \
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|
kusano |
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(FLOAT *)(B) + ((L) + (J) * LDB) * COMPSIZE, LDB, (FLOAT *)(C) + ((I) + (J) * LDC) * COMPSIZE, LDC)
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2b45e8 |
#else
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2b45e8 |
#define FUSED_KERNEL_OPERATION(M, N, K, ALPHA, SA, SB, B, LDB, C, LDC, I, J, L) \
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|
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FUSED_GEMM_KERNEL_N(M, N, K, ALPHA[0], ALPHA[1], SA, SB, \
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|
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(FLOAT *)(B) + ((L) + (J) * LDB) * COMPSIZE, LDB, (FLOAT *)(C) + ((I) + (J) * LDC) * COMPSIZE, LDC)
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2b45e8 |
|
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2b45e8 |
#endif
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kusano |
2b45e8 |
#else
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|
kusano |
2b45e8 |
#ifndef COMPLEX
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|
kusano |
2b45e8 |
#define FUSED_KERNEL_OPERATION(M, N, K, ALPHA, SA, SB, B, LDB, C, LDC, I, J, L) \
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|
kusano |
2b45e8 |
FUSED_GEMM_KERNEL_T(M, N, K, ALPHA[0], SA, SB, \
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|
kusano |
2b45e8 |
(FLOAT *)(B) + ((J) + (L) * LDB) * COMPSIZE, LDB, (FLOAT *)(C) + ((I) + (J) * LDC) * COMPSIZE, LDC)
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|
kusano |
2b45e8 |
#else
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|
kusano |
2b45e8 |
#define FUSED_KERNEL_OPERATION(M, N, K, ALPHA, SA, SB, B, LDB, C, LDC, I, J, L) \
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|
kusano |
2b45e8 |
FUSED_GEMM_KERNEL_T(M, N, K, ALPHA[0], ALPHA[1], SA, SB, \
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|
kusano |
2b45e8 |
(FLOAT *)(B) + ((J) + (L) * LDB) * COMPSIZE, LDB, (FLOAT *)(C) + ((I) + (J) * LDC) * COMPSIZE, LDC)
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|
kusano |
2b45e8 |
#endif
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kusano |
2b45e8 |
#endif
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kusano |
2b45e8 |
#endif
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kusano |
2b45e8 |
|
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kusano |
2b45e8 |
#ifndef A
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2b45e8 |
#define A args -> a
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2b45e8 |
#endif
|
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kusano |
2b45e8 |
#ifndef LDA
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kusano |
2b45e8 |
#define LDA args -> lda
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2b45e8 |
#endif
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2b45e8 |
#ifndef B
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2b45e8 |
#define B args -> b
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2b45e8 |
#endif
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2b45e8 |
#ifndef LDB
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2b45e8 |
#define LDB args -> ldb
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2b45e8 |
#endif
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2b45e8 |
#ifndef C
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2b45e8 |
#define C args -> c
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2b45e8 |
#endif
|
|
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2b45e8 |
#ifndef LDC
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|
kusano |
2b45e8 |
#define LDC args -> ldc
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|
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2b45e8 |
#endif
|
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kusano |
2b45e8 |
#ifndef M
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|
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2b45e8 |
#define M args -> m
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2b45e8 |
#endif
|
|
kusano |
2b45e8 |
#ifndef N
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|
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2b45e8 |
#define N args -> n
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|
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2b45e8 |
#endif
|
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kusano |
2b45e8 |
#ifndef K
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|
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2b45e8 |
#define K args -> k
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|
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2b45e8 |
#endif
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
#ifdef TIMING
|
|
kusano |
2b45e8 |
#define START_RPCC() rpcc_counter = rpcc()
|
|
kusano |
2b45e8 |
#define STOP_RPCC(COUNTER) COUNTER += rpcc() - rpcc_counter
|
|
kusano |
2b45e8 |
#else
|
|
kusano |
2b45e8 |
#define START_RPCC()
|
|
kusano |
2b45e8 |
#define STOP_RPCC(COUNTER)
|
|
kusano |
2b45e8 |
#endif
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
static int inner_thread(blas_arg_t *args, BLASLONG *range_m, BLASLONG *range_n, FLOAT *sa, FLOAT *sb, BLASLONG mypos){
|
|
kusano |
2b45e8 |
|
|
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2b45e8 |
FLOAT *buffer[DIVIDE_RATE];
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
BLASLONG k, lda, ldb, ldc;
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|
kusano |
2b45e8 |
BLASLONG m_from, m_to, n_from, n_to, N_from, N_to;
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kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
FLOAT *alpha, *beta;
|
|
kusano |
2b45e8 |
FLOAT *a, *b, *c;
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|
kusano |
2b45e8 |
job_t *job = (job_t *)args -> common;
|
|
kusano |
2b45e8 |
BLASLONG xxx, bufferside;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
BLASLONG ls, min_l, jjs, min_jj;
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|
kusano |
2b45e8 |
BLASLONG is, min_i, div_n;
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kusano |
2b45e8 |
|
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kusano |
2b45e8 |
BLASLONG i, current;
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|
kusano |
2b45e8 |
BLASLONG l1stride, l2size;
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kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
#ifdef TIMING
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|
kusano |
2b45e8 |
BLASULONG rpcc_counter;
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|
kusano |
2b45e8 |
BLASULONG copy_A = 0;
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|
kusano |
2b45e8 |
BLASULONG copy_B = 0;
|
|
kusano |
2b45e8 |
BLASULONG kernel = 0;
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|
kusano |
2b45e8 |
BLASULONG waiting1 = 0;
|
|
kusano |
2b45e8 |
BLASULONG waiting2 = 0;
|
|
kusano |
2b45e8 |
BLASULONG waiting3 = 0;
|
|
kusano |
2b45e8 |
BLASULONG waiting6[MAX_CPU_NUMBER];
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|
kusano |
2b45e8 |
BLASULONG ops = 0;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
for (i = 0; i < args -> nthreads; i++) waiting6[i] = 0;
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|
kusano |
2b45e8 |
#endif
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|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
k = K;
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kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
a = (FLOAT *)A;
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|
kusano |
2b45e8 |
b = (FLOAT *)B;
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|
kusano |
2b45e8 |
c = (FLOAT *)C;
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kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
lda = LDA;
|
|
kusano |
2b45e8 |
ldb = LDB;
|
|
kusano |
2b45e8 |
ldc = LDC;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
alpha = (FLOAT *)args -> alpha;
|
|
kusano |
2b45e8 |
beta = (FLOAT *)args -> beta;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
m_from = 0;
|
|
kusano |
2b45e8 |
m_to = M;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
if (range_m) {
|
|
kusano |
2b45e8 |
m_from = range_m[0];
|
|
kusano |
2b45e8 |
m_to = range_m[1];
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
n_from = 0;
|
|
kusano |
2b45e8 |
n_to = N;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
N_from = 0;
|
|
kusano |
2b45e8 |
N_to = N;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
if (range_n) {
|
|
kusano |
2b45e8 |
n_from = range_n[mypos + 0];
|
|
kusano |
2b45e8 |
n_to = range_n[mypos + 1];
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
N_from = range_n[0];
|
|
kusano |
2b45e8 |
N_to = range_n[args -> nthreads];
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
if (beta) {
|
|
kusano |
2b45e8 |
#ifndef COMPLEX
|
|
kusano |
2b45e8 |
if (beta[0] != ONE)
|
|
kusano |
2b45e8 |
#else
|
|
kusano |
2b45e8 |
if ((beta[0] != ONE) || (beta[1] != ZERO))
|
|
kusano |
2b45e8 |
#endif
|
|
kusano |
2b45e8 |
BETA_OPERATION(m_from, m_to, N_from, N_to, beta, c, ldc);
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
if ((k == 0) || (alpha == NULL)) return 0;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
if ((alpha[0] == ZERO)
|
|
kusano |
2b45e8 |
#ifdef COMPLEX
|
|
kusano |
2b45e8 |
&& (alpha[1] == ZERO)
|
|
kusano |
2b45e8 |
#endif
|
|
kusano |
2b45e8 |
) return 0;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
l2size = GEMM_P * GEMM_Q;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
#if 0
|
|
kusano |
2b45e8 |
fprintf(stderr, "Thread[%ld] m_from : %ld m_to : %ld n_from : %ld n_to : %ld N_from : %ld N_to : %ld\n",
|
|
kusano |
2b45e8 |
mypos, m_from, m_to, n_from, n_to, N_from, N_to);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
fprintf(stderr, "GEMM: P = %4ld Q = %4ld R = %4ld\n", (BLASLONG)GEMM_P, (BLASLONG)GEMM_Q, (BLASLONG)GEMM_R);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
#endif
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
div_n = (n_to - n_from + DIVIDE_RATE - 1) / DIVIDE_RATE;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
buffer[0] = sb;
|
|
kusano |
2b45e8 |
for (i = 1; i < DIVIDE_RATE; i++) {
|
|
kusano |
2b45e8 |
buffer[i] = buffer[i - 1] + GEMM_Q * ((div_n + GEMM_UNROLL_N - 1) & ~(GEMM_UNROLL_N - 1)) * COMPSIZE;
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
for(ls = 0; ls < k; ls += min_l){
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
min_l = k - ls;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
if (min_l >= GEMM_Q * 2) {
|
|
kusano |
2b45e8 |
min_l = GEMM_Q;
|
|
kusano |
2b45e8 |
} else {
|
|
kusano |
2b45e8 |
if (min_l > GEMM_Q) min_l = (min_l + 1) / 2;
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
l1stride = 1;
|
|
kusano |
2b45e8 |
min_i = m_to - m_from;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
if (min_i >= GEMM_P * 2) {
|
|
kusano |
2b45e8 |
min_i = GEMM_P;
|
|
kusano |
2b45e8 |
} else {
|
|
kusano |
2b45e8 |
if (min_i > GEMM_P) {
|
|
kusano |
2b45e8 |
min_i = (min_i / 2 + GEMM_UNROLL_M - 1) & ~(GEMM_UNROLL_M - 1);
|
|
kusano |
2b45e8 |
} else {
|
|
kusano |
2b45e8 |
if (args -> nthreads == 1) l1stride = 0;
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
START_RPCC();
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
ICOPY_OPERATION(min_l, min_i, a, lda, ls, m_from, sa);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
STOP_RPCC(copy_A);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
div_n = (n_to - n_from + DIVIDE_RATE - 1) / DIVIDE_RATE;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
for (xxx = n_from, bufferside = 0; xxx < n_to; xxx += div_n, bufferside ++) {
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
START_RPCC();
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
/* Make sure if no one is using buffer */
|
|
kusano |
2b45e8 |
for (i = 0; i < args -> nthreads; i++)
|
|
kusano |
2b45e8 |
while (job[mypos].working[i][CACHE_LINE_SIZE * bufferside]) {YIELDING;};
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
STOP_RPCC(waiting1);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
#if defined(FUSED_GEMM) && !defined(TIMING)
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
FUSED_KERNEL_OPERATION(min_i, MIN(n_to, xxx + div_n) - xxx, min_l, alpha,
|
|
kusano |
2b45e8 |
sa, buffer[bufferside], b, ldb, c, ldc, m_from, xxx, ls);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
#else
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
for(jjs = xxx; jjs < MIN(n_to, xxx + div_n); jjs += min_jj){
|
|
kusano |
2b45e8 |
min_jj = MIN(n_to, xxx + div_n) - jjs;
|
|
kusano |
2b45e8 |
if (min_jj > GEMM_UNROLL_N) min_jj = GEMM_UNROLL_N;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
START_RPCC();
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
OCOPY_OPERATION(min_l, min_jj, b, ldb, ls, jjs,
|
|
kusano |
2b45e8 |
buffer[bufferside] + min_l * (jjs - xxx) * COMPSIZE * l1stride);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
STOP_RPCC(copy_B);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
START_RPCC();
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
KERNEL_OPERATION(min_i, min_jj, min_l, alpha,
|
|
kusano |
2b45e8 |
sa, buffer[bufferside] + min_l * (jjs - xxx) * COMPSIZE * l1stride,
|
|
kusano |
2b45e8 |
c, ldc, m_from, jjs);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
STOP_RPCC(kernel);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
#ifdef TIMING
|
|
kusano |
2b45e8 |
ops += 2 * min_i * min_jj * min_l;
|
|
kusano |
2b45e8 |
#endif
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
#endif
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
for (i = 0; i < args -> nthreads; i++) job[mypos].working[i][CACHE_LINE_SIZE * bufferside] = (BLASLONG)buffer[bufferside];
|
|
kusano |
2b45e8 |
WMB;
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
current = mypos;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
do {
|
|
kusano |
2b45e8 |
current ++;
|
|
kusano |
2b45e8 |
if (current >= args -> nthreads) current = 0;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
div_n = (range_n[current + 1] - range_n[current] + DIVIDE_RATE - 1) / DIVIDE_RATE;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
for (xxx = range_n[current], bufferside = 0; xxx < range_n[current + 1]; xxx += div_n, bufferside ++) {
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
if (current != mypos) {
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
START_RPCC();
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
/* thread has to wait */
|
|
kusano |
2b45e8 |
while(job[current].working[mypos][CACHE_LINE_SIZE * bufferside] == 0) {YIELDING;};
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
STOP_RPCC(waiting2);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
START_RPCC();
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
KERNEL_OPERATION(min_i, MIN(range_n[current + 1] - xxx, div_n), min_l, alpha,
|
|
kusano |
2b45e8 |
sa, (FLOAT *)job[current].working[mypos][CACHE_LINE_SIZE * bufferside],
|
|
kusano |
2b45e8 |
c, ldc, m_from, xxx);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
STOP_RPCC(kernel);
|
|
kusano |
2b45e8 |
#ifdef TIMING
|
|
kusano |
2b45e8 |
ops += 2 * min_i * MIN(range_n[current + 1] - xxx, div_n) * min_l;
|
|
kusano |
2b45e8 |
#endif
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
if (m_to - m_from == min_i) {
|
|
kusano |
2b45e8 |
job[current].working[mypos][CACHE_LINE_SIZE * bufferside] &= 0;
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
} while (current != mypos);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
for(is = m_from + min_i; is < m_to; is += min_i){
|
|
kusano |
2b45e8 |
min_i = m_to - is;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
if (min_i >= GEMM_P * 2) {
|
|
kusano |
2b45e8 |
min_i = GEMM_P;
|
|
kusano |
2b45e8 |
} else
|
|
kusano |
2b45e8 |
if (min_i > GEMM_P) {
|
|
kusano |
2b45e8 |
min_i = ((min_i + 1) / 2 + GEMM_UNROLL_M - 1) & ~(GEMM_UNROLL_M - 1);
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
START_RPCC();
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
ICOPY_OPERATION(min_l, min_i, a, lda, ls, is, sa);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
STOP_RPCC(copy_A);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
current = mypos;
|
|
kusano |
2b45e8 |
do {
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
div_n = (range_n[current + 1] - range_n[current] + DIVIDE_RATE - 1) / DIVIDE_RATE;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
for (xxx = range_n[current], bufferside = 0; xxx < range_n[current + 1]; xxx += div_n, bufferside ++) {
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
START_RPCC();
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
KERNEL_OPERATION(min_i, MIN(range_n[current + 1] - xxx, div_n), min_l, alpha,
|
|
kusano |
2b45e8 |
sa, (FLOAT *)job[current].working[mypos][CACHE_LINE_SIZE * bufferside],
|
|
kusano |
2b45e8 |
c, ldc, is, xxx);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
STOP_RPCC(kernel);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
#ifdef TIMING
|
|
kusano |
2b45e8 |
ops += 2 * min_i * MIN(range_n[current + 1] - xxx, div_n) * min_l;
|
|
kusano |
2b45e8 |
#endif
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
if (is + min_i >= m_to) {
|
|
kusano |
2b45e8 |
/* Thread doesn't need this buffer any more */
|
|
kusano |
2b45e8 |
job[current].working[mypos][CACHE_LINE_SIZE * bufferside] &= 0;
|
|
kusano |
2b45e8 |
WMB;
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
current ++;
|
|
kusano |
2b45e8 |
if (current >= args -> nthreads) current = 0;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
} while (current != mypos);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
START_RPCC();
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
for (i = 0; i < args -> nthreads; i++) {
|
|
kusano |
2b45e8 |
for (xxx = 0; xxx < DIVIDE_RATE; xxx++) {
|
|
kusano |
2b45e8 |
while (job[mypos].working[i][CACHE_LINE_SIZE * xxx] ) {YIELDING;};
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
STOP_RPCC(waiting3);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
#ifdef TIMING
|
|
kusano |
2b45e8 |
BLASLONG waiting = waiting1 + waiting2 + waiting3;
|
|
kusano |
2b45e8 |
BLASLONG total = copy_A + copy_B + kernel + waiting;
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
fprintf(stderr, "GEMM [%2ld] Copy_A : %6.2f Copy_B : %6.2f Wait1 : %6.2f Wait2 : %6.2f Wait3 : %6.2f Kernel : %6.2f",
|
|
kusano |
2b45e8 |
mypos, (double)copy_A /(double)total * 100., (double)copy_B /(double)total * 100.,
|
|
kusano |
2b45e8 |
(double)waiting1 /(double)total * 100.,
|
|
kusano |
2b45e8 |
(double)waiting2 /(double)total * 100.,
|
|
kusano |
2b45e8 |
(double)waiting3 /(double)total * 100.,
|
|
kusano |
2b45e8 |
(double)ops/(double)kernel / 4. * 100.);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
#if 0
|
|
kusano |
2b45e8 |
fprintf(stderr, "GEMM [%2ld] Copy_A : %6.2ld Copy_B : %6.2ld Wait : %6.2ld\n",
|
|
kusano |
2b45e8 |
mypos, copy_A, copy_B, waiting);
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
fprintf(stderr, "Waiting[%2ld] %6.2f %6.2f %6.2f\n",
|
|
kusano |
2b45e8 |
mypos,
|
|
kusano |
2b45e8 |
(double)waiting1/(double)waiting * 100.,
|
|
kusano |
2b45e8 |
(double)waiting2/(double)waiting * 100.,
|
|
kusano |
2b45e8 |
(double)waiting3/(double)waiting * 100.);
|
|
kusano |
2b45e8 |
#endif
|
|
kusano |
2b45e8 |
fprintf(stderr, "\n");
|
|
kusano |
2b45e8 |
#endif
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
return 0;
|
|
kusano |
2b45e8 |
}
|
|
kusano |
2b45e8 |
|
|
kusano |
2b45e8 |
static int gemm_driver(blas_arg_t *args, BLASLONG *range_m, BLASLONG
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*range_n, FLOAT *sa, FLOAT *sb, BLASLONG mypos){
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blas_arg_t newarg;
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job_t job[MAX_CPU_NUMBER];
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blas_queue_t queue[MAX_CPU_NUMBER];
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BLASLONG range_M[MAX_CPU_NUMBER + 1];
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BLASLONG range_N[MAX_CPU_NUMBER + 1];
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BLASLONG num_cpu_m, num_cpu_n;
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BLASLONG nthreads = args -> nthreads;
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BLASLONG width, i, j, k, js;
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BLASLONG m, n, n_from, n_to;
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int mode;
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#ifndef COMPLEX
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#ifdef XDOUBLE
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mode = BLAS_XDOUBLE | BLAS_REAL | BLAS_NODE;
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#elif defined(DOUBLE)
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mode = BLAS_DOUBLE | BLAS_REAL | BLAS_NODE;
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#else
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mode = BLAS_SINGLE | BLAS_REAL | BLAS_NODE;
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#endif
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#else
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#ifdef XDOUBLE
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mode = BLAS_XDOUBLE | BLAS_COMPLEX | BLAS_NODE;
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#elif defined(DOUBLE)
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mode = BLAS_DOUBLE | BLAS_COMPLEX | BLAS_NODE;
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#else
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mode = BLAS_SINGLE | BLAS_COMPLEX | BLAS_NODE;
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#endif
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#endif
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newarg.m = args -> m;
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newarg.n = args -> n;
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newarg.k = args -> k;
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newarg.a = args -> a;
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newarg.b = args -> b;
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newarg.c = args -> c;
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newarg.lda = args -> lda;
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newarg.ldb = args -> ldb;
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newarg.ldc = args -> ldc;
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newarg.alpha = args -> alpha;
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newarg.beta = args -> beta;
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newarg.nthreads = args -> nthreads;
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newarg.common = (void *)job;
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#ifdef PARAMTEST
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newarg.gemm_p = args -> gemm_p;
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newarg.gemm_q = args -> gemm_q;
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newarg.gemm_r = args -> gemm_r;
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#endif
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if (!range_m) {
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range_M[0] = 0;
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m = args -> m;
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} else {
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range_M[0] = range_m[0];
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m = range_m[1] - range_m[0];
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}
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num_cpu_m = 0;
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while (m > 0){
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width = blas_quickdivide(m + nthreads - num_cpu_m - 1, nthreads - num_cpu_m);
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m -= width;
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if (m < 0) width = width + m;
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range_M[num_cpu_m + 1] = range_M[num_cpu_m] + width;
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num_cpu_m ++;
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}
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for (i = 0; i < num_cpu_m; i++) {
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queue[i].mode = mode;
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queue[i].routine = inner_thread;
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queue[i].args = &newarg;
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queue[i].range_m = &range_M[i];
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queue[i].range_n = &range_N[0];
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queue[i].sa = NULL;
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queue[i].sb = NULL;
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queue[i].next = &queue[i + 1];
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}
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queue[0].sa = sa;
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queue[0].sb = sb;
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if (!range_n) {
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n_from = 0;
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n_to = args -> n;
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} else {
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n_from = range_n[0];
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n_to = range_n[1];
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}
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for(js = n_from; js < n_to; js += GEMM_R * nthreads){
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n = n_to - js;
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if (n > GEMM_R * nthreads) n = GEMM_R * nthreads;
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range_N[0] = js;
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num_cpu_n = 0;
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while (n > 0){
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width = blas_quickdivide(n + nthreads - num_cpu_n - 1, nthreads - num_cpu_n);
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n -= width;
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if (n < 0) width = width + n;
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range_N[num_cpu_n + 1] = range_N[num_cpu_n] + width;
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num_cpu_n ++;
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}
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for (j = 0; j < num_cpu_m; j++) {
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for (i = 0; i < num_cpu_m; i++) {
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for (k = 0; k < DIVIDE_RATE; k++) {
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job[j].working[i][CACHE_LINE_SIZE * k] = 0;
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}
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}
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}
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queue[num_cpu_m - 1].next = NULL;
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exec_blas(num_cpu_m, queue);
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}
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return 0;
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}
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int CNAME(blas_arg_t *args, BLASLONG *range_m, BLASLONG *range_n, FLOAT *sa, FLOAT *sb, BLASLONG mypos){
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BLASLONG m = args -> m;
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BLASLONG n = args -> n;
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BLASLONG nthreads = args -> nthreads;
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BLASLONG divN, divT;
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int mode;
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if (nthreads == 1) {
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GEMM_LOCAL(args, range_m, range_n, sa, sb, 0);
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return 0;
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}
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if (range_m) {
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BLASLONG m_from = *(((BLASLONG *)range_m) + 0);
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BLASLONG m_to = *(((BLASLONG *)range_m) + 1);
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m = m_to - m_from;
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}
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if (range_n) {
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BLASLONG n_from = *(((BLASLONG *)range_n) + 0);
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BLASLONG n_to = *(((BLASLONG *)range_n) + 1);
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n = n_to - n_from;
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}
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if ((args -> m < nthreads * SWITCH_RATIO) || (args -> n < nthreads * SWITCH_RATIO)) {
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GEMM_LOCAL(args, range_m, range_n, sa, sb, 0);
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return 0;
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}
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divT = nthreads;
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divN = 1;
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#if 0
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while ((GEMM_P * divT > m * SWITCH_RATIO) && (divT > 1)) {
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do {
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divT --;
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divN = 1;
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while (divT * divN < nthreads) divN ++;
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} while ((divT * divN != nthreads) && (divT > 1));
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}
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#endif
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// fprintf(stderr, "divN = %4ld divT = %4ld\n", divN, divT);
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args -> nthreads = divT;
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if (divN == 1){
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gemm_driver(args, range_m, range_n, sa, sb, 0);
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} else {
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#ifndef COMPLEX
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#ifdef XDOUBLE
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mode = BLAS_XDOUBLE | BLAS_REAL;
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#elif defined(DOUBLE)
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mode = BLAS_DOUBLE | BLAS_REAL;
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#else
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mode = BLAS_SINGLE | BLAS_REAL;
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#endif
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#else
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#ifdef XDOUBLE
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mode = BLAS_XDOUBLE | BLAS_COMPLEX;
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#elif defined(DOUBLE)
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mode = BLAS_DOUBLE | BLAS_COMPLEX;
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#else
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mode = BLAS_SINGLE | BLAS_COMPLEX;
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#endif
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#endif
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#if defined(TN) || defined(TT) || defined(TR) || defined(TC) || \
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defined(CN) || defined(CT) || defined(CR) || defined(CC)
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mode |= (BLAS_TRANSA_T);
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#endif
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#if defined(NT) || defined(TT) || defined(RT) || defined(CT) || \
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defined(NC) || defined(TC) || defined(RC) || defined(CC)
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mode |= (BLAS_TRANSB_T);
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#endif
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#ifdef OS_WINDOWS
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gemm_thread_n(mode, args, range_m, range_n, GEMM_LOCAL, sa, sb, divN);
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#else
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gemm_thread_n(mode, args, range_m, range_n, gemm_driver, sa, sb, divN);
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#endif
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}
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return 0;
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}
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