/* StarPU --- Runtime system for heterogeneous multicore architectures. * * Copyright (C) 2010-2013 Université de Bordeaux 1 * Copyright (C) 2011, 2012, 2013 Centre National de la Recherche Scientifique * * StarPU is free software; you can redistribute it and/or modify * it under the terms of the GNU Lesser General Public License as published by * the Free Software Foundation; either version 2.1 of the License, or (at * your option) any later version. * * StarPU is distributed in the hope that it will be useful, but * WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. * * See the GNU Lesser General Public License in COPYING.LGPL for more details. */ #include #include #include #include #include void starpu_data_set_reduction_methods(starpu_data_handle_t handle, struct starpu_codelet *redux_cl, struct starpu_codelet *init_cl) { _starpu_spin_lock(&handle->header_lock); _starpu_codelet_check_deprecated_fields(redux_cl); _starpu_codelet_check_deprecated_fields(init_cl); unsigned child; for (child = 0; child < handle->nchildren; child++) { /* make sure that the flags are applied to the children as well */ starpu_data_handle_t child_handle = starpu_data_get_child(handle, child); if (child_handle->nchildren > 0) starpu_data_set_reduction_methods(child_handle, redux_cl, init_cl); } handle->redux_cl = redux_cl; handle->init_cl = init_cl; _starpu_spin_unlock(&handle->header_lock); } void _starpu_redux_init_data_replicate(starpu_data_handle_t handle, struct _starpu_data_replicate *replicate, int workerid) { STARPU_ASSERT(replicate); STARPU_ASSERT(replicate->allocated); struct starpu_codelet *init_cl = handle->init_cl; STARPU_ASSERT(init_cl); _starpu_cl_func_t init_func = NULL; /* TODO Check that worker may execute the codelet */ switch (starpu_worker_get_type(workerid)) { case STARPU_CPU_WORKER: init_func = _starpu_task_get_cpu_nth_implementation(init_cl, 0); break; case STARPU_CUDA_WORKER: init_func = _starpu_task_get_cuda_nth_implementation(init_cl, 0); break; case STARPU_OPENCL_WORKER: init_func = _starpu_task_get_opencl_nth_implementation(init_cl, 0); break; default: STARPU_ABORT(); break; } STARPU_ASSERT(init_func); init_func(&replicate->data_interface, NULL); replicate->initialized = 1; } /* Enable reduction mode. This function must be called with the header lock * taken. */ void _starpu_data_start_reduction_mode(starpu_data_handle_t handle) { STARPU_ASSERT(handle->reduction_refcnt == 0); unsigned worker; unsigned nworkers = starpu_worker_get_count(); for (worker = 0; worker < nworkers; worker++) { struct _starpu_data_replicate *replicate; replicate = &handle->per_worker[worker]; replicate->initialized = 0; replicate->relaxed_coherency = 2; if (replicate->mc) replicate->mc->relaxed_coherency = 2; } } //#define NO_TREE_REDUCTION /* Force reduction. The lock should already have been taken. */ void _starpu_data_end_reduction_mode(starpu_data_handle_t handle) { unsigned worker; unsigned node; unsigned empty; /* Whether the handle is initially unallocated */ /* Put every valid replicate in the same array */ unsigned replicate_count = 0; starpu_data_handle_t replicate_array[1 + STARPU_NMAXWORKERS]; _starpu_spin_checklocked(&handle->header_lock); for (node = 0; node < STARPU_MAXNODES; node++) { if (handle->per_node[node].state != STARPU_INVALID) break; } empty = node == STARPU_MAXNODES; #ifndef NO_TREE_REDUCTION if (!empty) /* Include the initial value into the reduction tree */ replicate_array[replicate_count++] = handle; #endif /* Register all valid per-worker replicates */ unsigned nworkers = starpu_worker_get_count(); for (worker = 0; worker < nworkers; worker++) { if (handle->per_worker[worker].initialized) { /* Make sure the replicate is not removed */ handle->per_worker[worker].refcnt++; unsigned home_node = starpu_worker_get_memory_node(worker); starpu_data_register(&handle->reduction_tmp_handles[worker], home_node, handle->per_worker[worker].data_interface, handle->ops); starpu_data_set_sequential_consistency_flag(handle->reduction_tmp_handles[worker], 0); replicate_array[replicate_count++] = handle->reduction_tmp_handles[worker]; } else { handle->reduction_tmp_handles[worker] = NULL; } } #ifndef NO_TREE_REDUCTION if (empty) { /* Only the final copy will touch the actual handle */ handle->reduction_refcnt = 1; } else { unsigned step = 1; handle->reduction_refcnt = 0; while (step < replicate_count) { /* Each stage will touch the actual handle */ handle->reduction_refcnt++; step *= 2; } } #else /* We know that in this reduction algorithm there is exactly one task per valid replicate. */ handle->reduction_refcnt = replicate_count + empty; #endif // fprintf(stderr, "REDUX REFCNT = %d\n", handle->reduction_refcnt); if (replicate_count > #ifndef NO_TREE_REDUCTION !empty #else 0 #endif ) { /* Temporarily unlock the handle */ _starpu_spin_unlock(&handle->header_lock); #ifndef NO_TREE_REDUCTION /* We will store a pointer to the last task which should modify the * replicate */ struct starpu_task *last_replicate_deps[replicate_count]; memset(last_replicate_deps, 0, replicate_count*sizeof(struct starpu_task *)); struct starpu_task *redux_tasks[replicate_count]; /* Redux step-by-step for step from 1 to replicate_count/2, i.e. * 1-by-1, then 2-by-2, then 4-by-4, etc. */ unsigned step; unsigned redux_task_idx = 0; for (step = 1; step < replicate_count; step *=2) { unsigned i; for (i = 0; i < replicate_count; i+=2*step) { if (i + step < replicate_count) { /* Perform the reduction between replicates i * and i+step and put the result in replicate i */ struct starpu_task *redux_task = starpu_task_create(); /* Mark these tasks so that StarPU does not block them * when they try to access the handle (normal tasks are * data requests to that handle are frozen until the * data is coherent again). */ struct _starpu_job *j = _starpu_get_job_associated_to_task(redux_task); j->reduction_task = 1; redux_task->cl = handle->redux_cl; STARPU_ASSERT(redux_task->cl); if (!redux_task->cl->modes[0]) redux_task->cl->modes[0] = STARPU_RW; if (!redux_task->cl->modes[1]) redux_task->cl->modes[1] = STARPU_R; STARPU_ASSERT_MSG(redux_task->cl->modes[0] == STARPU_RW, "First parameter of reduction codelet has to be RW"); STARPU_ASSERT_MSG(redux_task->cl->modes[1] == STARPU_R, "Second parameter of reduction codelet has to be R"); redux_task->handles[0] = replicate_array[i]; redux_task->handles[1] = replicate_array[i+step]; int ndeps = 0; struct starpu_task *task_deps[2]; if (last_replicate_deps[i]) task_deps[ndeps++] = last_replicate_deps[i]; if (last_replicate_deps[i+step]) task_deps[ndeps++] = last_replicate_deps[i+step]; /* i depends on this task */ last_replicate_deps[i] = redux_task; /* we don't perform the reduction until both replicates are ready */ starpu_task_declare_deps_array(redux_task, ndeps, task_deps); /* We cannot submit tasks here : we do * not want to depend on tasks that have * been completed, so we juste store * this task : it will be submitted * later. */ redux_tasks[redux_task_idx++] = redux_task; } } } if (empty) /* The handle was empty, we just need to copy the reduced value. */ _starpu_data_cpy(handle, replicate_array[0], 1, NULL, 0, 1, last_replicate_deps[0]); /* Let's submit all the reduction tasks. */ unsigned i; for (i = 0; i < redux_task_idx; i++) { int ret = _starpu_task_submit_internally(redux_tasks[i]); STARPU_ASSERT(ret == 0); } #else if (empty) { struct starpu_task *redux_task = starpu_task_create(); /* Mark these tasks so that StarPU does not block them * when they try to access the handle (normal tasks are * data requests to that handle are frozen until the * data is coherent again). */ struct _starpu_job *j = _starpu_get_job_associated_to_task(redux_task); j->reduction_task = 1; redux_task->cl = handle->init_cl; STARPU_ASSERT(redux_task->cl); #ifdef STARPU_DEVEL # warning the mode should already be set in the codelet. Only check they are valid? #endif redux_task->cl->modes[0] = STARPU_W; redux_task->handles[0] = handle; int ret = _starpu_task_submit_internally(redux_task); STARPU_ASSERT(!ret); } /* Create a set of tasks to perform the reduction */ unsigned replicate; for (replicate = 0; replicate < replicate_count; replicate++) { struct starpu_task *redux_task = starpu_task_create(); /* Mark these tasks so that StarPU does not block them * when they try to access the handle (normal tasks are * data requests to that handle are frozen until the * data is coherent again). */ struct _starpu_job *j = _starpu_get_job_associated_to_task(redux_task); j->reduction_task = 1; redux_task->cl = handle->redux_cl; STARPU_ASSERT(redux_task->cl); #ifdef STARPU_DEVEL # warning the modes should already be set in the codelet. Only check they are valid? #endif redux_task->cl->modes[0] = STARPU_RW; redux_task->cl->modes[1] = STARPU_R; redux_task->handles[0] = handle; redux_task->handles[1] = replicate_array[replicate]; int ret = _starpu_task_submit_internally(redux_task); STARPU_ASSERT(!ret); } #endif /* Get the header lock back */ _starpu_spin_lock(&handle->header_lock); } for (worker = 0; worker < nworkers; worker++) { struct _starpu_data_replicate *replicate; replicate = &handle->per_worker[worker]; replicate->relaxed_coherency = 1; if (replicate->mc) replicate->mc->relaxed_coherency = 1; } } void _starpu_data_end_reduction_mode_terminate(starpu_data_handle_t handle) { unsigned nworkers = starpu_worker_get_count(); // fprintf(stderr, "_starpu_data_end_reduction_mode_terminate\n"); unsigned worker; _starpu_spin_checklocked(&handle->header_lock); for (worker = 0; worker < nworkers; worker++) { struct _starpu_data_replicate *replicate; replicate = &handle->per_worker[worker]; replicate->initialized = 0; if (handle->reduction_tmp_handles[worker]) { // fprintf(stderr, "unregister handle %p\n", handle); _starpu_spin_lock(&handle->reduction_tmp_handles[worker]->header_lock); handle->reduction_tmp_handles[worker]->lazy_unregister = 1; _starpu_spin_unlock(&handle->reduction_tmp_handles[worker]->header_lock); starpu_data_unregister_no_coherency(handle->reduction_tmp_handles[worker]); handle->per_worker[worker].refcnt--; /* TODO put in cache */ } } }