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@panther03
Created September 18, 2024 18:59
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modified gemm.c from OpenBLAS benchmarks
// gemm.c from OpenBLAS/benchmarks folder: https://github.com/OpenMathLib/OpenBLAS/tree/develop/benchmark
// Ran as OPENBLAS_PARAM_M=1024 OPENBLAS_PARAM_N=1024 OPENBLAS_PARAM_K=1024 ./sgemm.goto
// Set OPENBLAS_USEUNOPT=1 to use the naive matmul, pass nothing for BLAS version
// CPU: AMD Ryzen 7 7735U
/***************************************************************************
Copyright (c) 2014, The OpenBLAS Project
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.
3. Neither the name of the OpenBLAS project nor the names of
its contributors may be used to endorse or promote products
derived from this software without specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "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 OPENBLAS PROJECT 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.
*****************************************************************************/
#include "bench.h"
#undef GEMM
#ifndef COMPLEX
#ifdef DOUBLE
#define GEMM BLASFUNC(dgemm)
#elif defined(HALF)
#define GEMM BLASFUNC(sbgemm)
#else
#define GEMM BLASFUNC(sgemm)
#endif
#else
#ifdef DOUBLE
#define GEMM BLASFUNC(zgemm)
#else
#define GEMM BLASFUNC(cgemm)
#endif
#endif
void naive_gemm(void *P1, void *P2, int *MP, int *NP, int *KP, void *P3,
float *A, void *P4, float *B, void *P5, void *P6, float *C,
void *P7) {
int M = *MP;
int N = *NP;
int K = *KP;
for (int i = 0; i < N; i++) {
for (int j = 0; j < M; j++) {
for (int k = 0; k < K; k++) {
C[M * i + j] += A[K * i + k] * B[M * k + j];
}
}
}
}
int main(int argc, char *argv[]) {
IFLOAT *a, *b;
FLOAT *c;
FLOAT alpha[] = {1.0, 0.0};
FLOAT beta[] = {0.0, 0.0};
char transa = 'N';
char transb = 'N';
blasint m, n, k, i, j, lda, ldb, ldc;
int loops = 1;
int has_param_m = 0;
int has_param_n = 0;
int has_param_k = 0;
char *p;
int from = 1;
int to = 200;
int step = 1;
double time1, timeg;
int useunopt = 0;
argc--;
argv++;
if (argc > 0) {
from = atol(*argv);
argc--;
argv++;
}
if (argc > 0) {
to = MAX(atol(*argv), from);
argc--;
argv++;
}
if (argc > 0) {
step = atol(*argv);
argc--;
argv++;
}
if ((p = getenv("OPENBLAS_TRANS"))) {
transa = *p;
transb = *p;
}
if ((p = getenv("OPENBLAS_TRANSA"))) {
transa = *p;
}
if ((p = getenv("OPENBLAS_TRANSB"))) {
transb = *p;
}
if ((p = getenv("OPENBLAS_USEUNOPT"))) {
useunopt = 1;
}
TOUPPER(transa);
TOUPPER(transb);
fprintf(stderr, "From : %3d To : %3d Step=%d : Transa=%c : Transb=%c\n",
from, to, step, transa, transb);
p = getenv("OPENBLAS_LOOPS");
if (p != NULL) {
loops = atoi(p);
}
if ((p = getenv("OPENBLAS_PARAM_M"))) {
m = atoi(p);
has_param_m = 1;
} else {
m = to;
}
if ((p = getenv("OPENBLAS_PARAM_N"))) {
n = atoi(p);
has_param_n = 1;
} else {
n = to;
}
if ((p = getenv("OPENBLAS_PARAM_K"))) {
k = atoi(p);
has_param_k = 1;
} else {
k = to;
}
if ((a = (IFLOAT *)malloc(sizeof(IFLOAT) * m * k * COMPSIZE)) == NULL) {
fprintf(stderr, "Out of Memory!!\n");
exit(1);
}
if ((b = (IFLOAT *)malloc(sizeof(IFLOAT) * k * n * COMPSIZE)) == NULL) {
fprintf(stderr, "Out of Memory!!\n");
exit(1);
}
if ((c = (FLOAT *)malloc(sizeof(FLOAT) * m * n * COMPSIZE)) == NULL) {
fprintf(stderr, "Out of Memory!!\n");
exit(1);
}
#ifdef __linux
srandom(getpid());
#endif
for (i = 0; i < m * k * COMPSIZE; i++) {
a[i] = ((IFLOAT)rand() / (IFLOAT)RAND_MAX) - 0.5;
}
for (i = 0; i < k * n * COMPSIZE; i++) {
b[i] = ((IFLOAT)rand() / (IFLOAT)RAND_MAX) - 0.5;
}
for (i = 0; i < m * n * COMPSIZE; i++) {
c[i] = ((FLOAT)rand() / (FLOAT)RAND_MAX) - 0.5;
}
fprintf(stderr, " SIZE Flops Time\n");
for (i = from; i <= to; i += step) {
timeg = 0;
if (!has_param_m) {
m = i;
}
if (!has_param_n) {
n = i;
}
if (!has_param_k) {
k = i;
}
if (transa == 'N') {
lda = m;
} else {
lda = k;
}
if (transb == 'N') {
ldb = k;
} else {
ldb = n;
}
ldc = m;
fprintf(stderr, " M=%4d, N=%4d, K=%4d : ", (int)m, (int)n, (int)k);
begin();
for (j = 0; j < loops; j++) {
if (useunopt) {
naive_gemm(&transa, &transb, &m, &n, &k, alpha, a, &lda, b, &ldb, beta,
c, &ldc);
} else {
GEMM(&transa, &transb, &m, &n, &k, alpha, a, &lda, b, &ldb, beta, c,
&ldc);
}
}
end();
time1 = getsec();
timeg = time1 / loops;
fprintf(stderr, " %10.2f MFlops %10.6f sec\n",
COMPSIZE * COMPSIZE * 2. * (double)k * (double)m * (double)n /
timeg * 1.e-6,
time1);
}
return 0;
}
// void main(int argc, char *argv[]) __attribute__((weak, alias("MAIN__")));
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