Ref #103: enhancement for small matrix dimensions
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@ -72,7 +72,7 @@
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#endif
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#ifndef GEMM_MULTITHREAD_THRESHOLD
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# define GEMM_MULTITHREAD_THRESHOLD 4
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#define GEMM_MULTITHREAD_THRESHOLD 4
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#endif
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static int (*gemm[])(blas_arg_t *, BLASLONG *, BLASLONG *, FLOAT *, FLOAT *, BLASLONG) = {
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@ -400,14 +400,63 @@ void CNAME(enum CBLAS_ORDER order, enum CBLAS_TRANSPOSE TransA, enum CBLAS_TRANS
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mode |= (transa << BLAS_TRANSA_SHIFT);
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mode |= (transb << BLAS_TRANSB_SHIFT);
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int nthreads_max = num_cpu_avail(3);
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int nthreads_avail = nthreads_max;
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#ifndef COMPLEX
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double MNK = (double) args.m * (double) args.n * (double) args.k;
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if ( MNK <= (1024.0 * (double) GEMM_MULTITHREAD_THRESHOLD) )
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nthreads_max = 1;
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else
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{
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if ( MNK <= (65536.0 * (double) GEMM_MULTITHREAD_THRESHOLD) )
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{
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nthreads_max = 4;
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if ( args.m < 16 * GEMM_MULTITHREAD_THRESHOLD )
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{
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nthreads_max = 2;
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if ( args.m < 3 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 1;
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if ( args.n < 1 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 1;
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if ( args.k < 3 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 1;
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}
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else
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{
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if ( args.n <= 1 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 2;
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}
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}
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}
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#else
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double MNK = (double) args.m * (double) args.n * (double) args.k;
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if ( MNK <= (256.0 * (double) GEMM_MULTITHREAD_THRESHOLD) )
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nthreads_max = 1;
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else
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{
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if ( MNK <= (16384.0 * (double) GEMM_MULTITHREAD_THRESHOLD) )
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{
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nthreads_max = 4;
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if ( args.m < 3 * GEMM_MULTITHREAD_THRESHOLD )
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{
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nthreads_max = 2;
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if ( args.m <= 1 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 1;
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if ( args.n < 1 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 1;
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if ( args.k < 1 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 1;
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}
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else
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{
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if ( args.n < 2 * GEMM_MULTITHREAD_THRESHOLD ) nthreads_max = 2;
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}
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}
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}
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#endif
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args.common = NULL;
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if(args.m <= GEMM_MULTITHREAD_THRESHOLD || args.n <= GEMM_MULTITHREAD_THRESHOLD
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|| args.k <=GEMM_MULTITHREAD_THRESHOLD){
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args.nthreads = 1;
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}else{
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args.nthreads = num_cpu_avail(3);
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}
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if ( nthreads_max > nthreads_avail )
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args.nthreads = nthreads_avail;
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else
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args.nthreads = nthreads_max;
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if (args.nthreads == 1) {
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#endif
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