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33 changes: 33 additions & 0 deletions cblas.h
Original file line number Diff line number Diff line change
Expand Up @@ -40,6 +40,39 @@ extern "C" {
/*Set the number of threads on runtime.*/
void openblas_set_num_threads(int num_threads);
void goto_set_num_threads(int num_threads);
/*
* Intent:
* Sets the thread-local number of threads that OpenBLAS functions should request.
* This thread-local number only affects the current execution thread
* and, when set, overrides the global default.
* This is useful for controlling nested parallelism.
* For example when the caller's own (e.g. OpenMP) threads each invoke
* OpenBLAS, `num_threads` determines how many threads OpenBLAS may use
* per such call, instead of the process-wide default of
* `omp_get_max_threads()`.
*
* The intent of this was likely to match MKL's `mkl_set_num_threads_local()`
* but implementation may not live up to the original intent yet.
*
* TODO:
* Currently the implementation doesn't really do any of that:
* * The setting is NOT thread-local.
* * This function currently just calls `openblas_set_num_threads(num_threads)`,
* changing the same process-wide thread count as that function,
* and additionally records `num_threads` in an internal (global, not per-thread)
* variable that is only consulted when OpenBLAS is invoked from within
* a caller's OpenMP parallel region and the user has not made an
* explicit thread-count choice.
* * There is no special handling of `num_threads == 0`
* (or other MKL-style reset values); the value is forwarded to
* `openblas_set_num_threads()`, where values < 1 are treated
* as "use the default" and large values are clamped to the number of cores.
*
* Returns the *previous* number of threads (as reported by
* `openblas_get_num_threads()`), so the caller can save and later restore it.
*
* On single-threaded OpenBLAS builds this is a no-op that returns 1.
*/
int openblas_set_num_threads_local(int num_threads);

/*Get the number of threads on runtime.*/
Expand Down
35 changes: 18 additions & 17 deletions common_thread.h
Original file line number Diff line number Diff line change
Expand Up @@ -138,31 +138,32 @@ typedef struct blas_queue {
extern int blas_server_avail;
extern int blas_omp_number_max;
extern int blas_omp_threads_local;
extern int blas_is_num_threads_set_explicitly;

static __inline int num_cpu_avail(int level) {

#ifdef USE_OPENMP
int openmp_nthreads;
openmp_nthreads=omp_get_max_threads();
if (omp_in_parallel()) openmp_nthreads = blas_omp_threads_local;
#endif
/* If the user explicitly called openblas_set_num_threads(),
respect that setting instead of overriding it with
`omp_get_max_threads()` below (which is to get a default
in case the user hasn't made an explicit choice). */
if (blas_is_num_threads_set_explicitly) {
return blas_cpu_number;
}

#ifndef USE_OPENMP
if (blas_cpu_number == 1
#else
if (openmp_nthreads == 1
#endif
) return 1;
int openmp_nthreads = omp_in_parallel() ? blas_omp_threads_local : omp_get_max_threads();

#ifdef USE_OPENMP
if (openmp_nthreads > blas_omp_number_max){
if (openmp_nthreads == 1) return 1;

if (openmp_nthreads > blas_omp_number_max) {
#ifdef DEBUG
fprintf(stderr,"WARNING - more OpenMP threads requested (%d) than available (%d)\n",openmp_nthreads,blas_omp_number_max);
fprintf(stderr, "WARNING - more OpenMP threads requested (%d) than available (%d)\n", openmp_nthreads, blas_omp_number_max);
#endif
openmp_nthreads = blas_omp_number_max;
}
if (blas_cpu_number != openmp_nthreads) {
goto_set_num_threads(openmp_nthreads);
openmp_nthreads = blas_omp_number_max;
}

if (blas_cpu_number != openmp_nthreads) {
goto_set_num_threads(openmp_nthreads); // mutates `blas_cpu_number`
}
#endif

Expand Down
11 changes: 6 additions & 5 deletions driver/others/blas_server_omp.c
Original file line number Diff line number Diff line change
Expand Up @@ -69,7 +69,8 @@

int blas_server_avail = 0;
int blas_omp_number_max = 0;
int blas_omp_threads_local = 1;
int blas_omp_threads_local = 1; // num threads to use when already inside omp_in_parallel()
int blas_is_num_threads_set_explicitly = 0; // tracks whether the user called openblas_set_num_threads()

extern int openblas_omp_adaptive_env(void);

Expand Down Expand Up @@ -122,7 +123,7 @@ void goto_set_num_threads(int num_threads) {

}
void openblas_set_num_threads(int num_threads) {

blas_is_num_threads_set_explicitly = 1;
goto_set_num_threads(num_threads);
}

Expand All @@ -145,7 +146,7 @@ extern int openblas_omp_num_threads_env(void);

if(blas_omp_number_max <= 0)
blas_omp_number_max= openblas_omp_num_threads_env();
if (blas_omp_number_max <= 0)
if (blas_omp_number_max <= 0)
blas_omp_number_max=MAX_CPU_NUMBER;
#else
blas_omp_number_max = omp_get_max_threads();
Expand Down Expand Up @@ -365,14 +366,14 @@ static void exec_threads(int thread_num, blas_queue_t *queue, int buf_index){
#ifdef BUILD_COMPLEX16
sb = (void *)(((BLASLONG)sa + ((ZGEMM_P * ZGEMM_Q * 2 * sizeof(double)
+ GEMM_ALIGN) & ~GEMM_ALIGN)) + GEMM_OFFSET_B);
#else
#else
fprintf(stderr,"UNHANDLED COMPLEX16\n");
#endif
} else if ((queue -> mode & BLAS_PREC) == BLAS_SINGLE) {
#ifdef BUILD_COMPLEX
sb = (void *)(((BLASLONG)sa + ((CGEMM_P * CGEMM_Q * 2 * sizeof(float)
+ GEMM_ALIGN) & ~GEMM_ALIGN)) + GEMM_OFFSET_B);
#else
#else
fprintf(stderr,"UNHANDLED COMPLEX\n");
#endif
} else {
Expand Down