#pragma once #include #include #include #include #ifdef _OPENMP #define INTRA_OP_PARALLEL #include #endif #ifdef _OPENMP namespace at::internal { template inline void invoke_parallel( int64_t begin, int64_t end, int64_t grain_size, const F& f) { std::atomic_flag err_flag = ATOMIC_FLAG_INIT; std::exception_ptr eptr; #pragma omp parallel { // choose number of tasks based on grain size and number of threads // can't use num_threads clause due to bugs in GOMP's thread pool (See // #32008) int64_t num_threads = omp_get_num_threads(); if (grain_size > 0) { num_threads = std::min(num_threads, divup((end - begin), grain_size)); } int64_t tid = omp_get_thread_num(); int64_t chunk_size = divup((end - begin), num_threads); int64_t begin_tid = begin + tid * chunk_size; if (begin_tid < end) { try { internal::ThreadIdGuard tid_guard(tid); f(begin_tid, std::min(end, chunk_size + begin_tid)); } catch (...) { if (!err_flag.test_and_set()) { eptr = std::current_exception(); } } } } if (eptr) { std::rethrow_exception(eptr); } } } // namespace at::internal #endif // _OPENMP