Created
September 18, 2024 18:59
-
-
Save panther03/7ff5eaac5172d417dba9de4702b1c4a9 to your computer and use it in GitHub Desktop.
modified gemm.c from OpenBLAS benchmarks
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
// 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__"))); |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment