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Ref #103: enhancement for small matrix dimensions

This commit is contained in:
wernsaar 2014-06-18 15:04:11 +02:00
parent 8602816536
commit a19d209005
1 changed files with 56 additions and 7 deletions
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63
interface/gemm.c
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@ -72,7 +72,7 @@
#endif #endif
#ifndef GEMM_MULTITHREAD_THRESHOLD #ifndef GEMM_MULTITHREAD_THRESHOLD
# define GEMM_MULTITHREAD_THRESHOLD 4 #define GEMM_MULTITHREAD_THRESHOLD 4
#endif #endif
static int (*gemm[])(blas_arg_t *, BLASLONG *, BLASLONG *, FLOAT *, FLOAT *, BLASLONG) = { static int (*gemm[])(blas_arg_t *, BLASLONG *, BLASLONG *, FLOAT *, FLOAT *, BLASLONG) = {
@ -400,14 +400,63 @@ void CNAME(enum CBLAS_ORDER order, enum CBLAS_TRANSPOSE TransA, enum CBLAS_TRANS
mode |= (transa << BLAS_TRANSA_SHIFT); mode |= (transa << BLAS_TRANSA_SHIFT);
mode |= (transb << BLAS_TRANSB_SHIFT); mode |= (transb << BLAS_TRANSB_SHIFT);
int nthreads_max = num_cpu_avail(3);
int nthreads_avail = nthreads_max;
#ifndef COMPLEX
double MNK = (double) args.m * (double) args.n * (double) args.k;
if ( MNK <= (1024.0 * (double) GEMM_MULTITHREAD_THRESHOLD) )
nthreads_max = 1;
else
{
if ( MNK <= (65536.0 * (double) GEMM_MULTITHREAD_THRESHOLD) )
{
nthreads_max = 4;
if ( args.m < 16 * GEMM_MULTITHREAD_THRESHOLD )
{
nthreads_max = 2;
if ( args.m < 3 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 1;
if ( args.n < 1 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 1;
if ( args.k < 3 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 1;
}
else
{
if ( args.n <= 1 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 2;
}
}
}
#else
double MNK = (double) args.m * (double) args.n * (double) args.k;
if ( MNK <= (256.0 * (double) GEMM_MULTITHREAD_THRESHOLD) )
nthreads_max = 1;
else
{
if ( MNK <= (16384.0 * (double) GEMM_MULTITHREAD_THRESHOLD) )
{
nthreads_max = 4;
if ( args.m < 3 * GEMM_MULTITHREAD_THRESHOLD )
{
nthreads_max = 2;
if ( args.m <= 1 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 1;
if ( args.n < 1 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 1;
if ( args.k < 1 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 1;
}
else
{
if ( args.n < 2 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 2;
}
}
}
#endif
args.common = NULL; args.common = NULL;
if(args.m <= GEMM_MULTITHREAD_THRESHOLD || args.n <= GEMM_MULTITHREAD_THRESHOLD if ( nthreads_max > nthreads_avail )
|| args.k <=GEMM_MULTITHREAD_THRESHOLD){ args.nthreads = nthreads_avail;
args.nthreads = 1; else
}else{ args.nthreads = nthreads_max;
args.nthreads = num_cpu_avail(3);
}
if (args.nthreads == 1) { if (args.nthreads == 1) {
#endif #endif