/* StarPU --- Runtime system for heterogeneous multicore architectures. * * Copyright (C) 2011,2012,2016,2017 Inria * Copyright (C) 2011 Antoine Lucas * Copyright (C) 2008-2019 Université de Bordeaux * Copyright (C) 2010 Mehdi Juhoor * Copyright (C) 2010-2013,2015-2019 CNRS * Copyright (C) 2013 Thibaut Lambert * * 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. */ //#define STARPU_VERBOSE #include #include #include #include /* * This function applies a data filter on all the elements of a partition */ static void map_filter(starpu_data_handle_t root_handle, struct starpu_data_filter *f) { /* we need to apply the data filter on all leaf of the tree */ if (root_handle->nchildren == 0) { /* this is a leaf */ starpu_data_partition(root_handle, f); } else { /* try to apply the data filter recursively */ unsigned child; for (child = 0; child < root_handle->nchildren; child++) { starpu_data_handle_t handle_child = starpu_data_get_child(root_handle, child); map_filter(handle_child, f); } } } void starpu_data_vmap_filters(starpu_data_handle_t root_handle, unsigned nfilters, va_list pa) { unsigned i; for (i = 0; i < nfilters; i++) { struct starpu_data_filter *next_filter; next_filter = va_arg(pa, struct starpu_data_filter *); STARPU_ASSERT(next_filter); map_filter(root_handle, next_filter); } } void starpu_data_map_filters(starpu_data_handle_t root_handle, unsigned nfilters, ...) { va_list pa; va_start(pa, nfilters); starpu_data_vmap_filters(root_handle, nfilters, pa); va_end(pa); } void fstarpu_data_map_filters(starpu_data_handle_t root_handle, int nfilters, struct starpu_data_filter **filters) { int i; assert(nfilters >= 0); for (i = 0; i < nfilters; i++) { struct starpu_data_filter *next_filter = filters[i]; STARPU_ASSERT(next_filter); map_filter(root_handle, next_filter); } } int starpu_data_get_nb_children(starpu_data_handle_t handle) { return handle->nchildren; } starpu_data_handle_t starpu_data_get_child(starpu_data_handle_t handle, unsigned i) { STARPU_ASSERT_MSG(handle->nchildren != 0, "Data %p has to be partitioned before accessing children", handle); STARPU_ASSERT_MSG(i < handle->nchildren, "Invalid child index %u in handle %p, maximum %u", i, handle, handle->nchildren); return &handle->children[i]; } /* * example starpu_data_get_sub_data(starpu_data_handle_t root_handle, 3, 42, 0, 1); */ starpu_data_handle_t starpu_data_get_sub_data(starpu_data_handle_t root_handle, unsigned depth, ... ) { va_list pa; va_start(pa, depth); starpu_data_handle_t handle = starpu_data_vget_sub_data(root_handle, depth, pa); va_end(pa); return handle; } starpu_data_handle_t starpu_data_vget_sub_data(starpu_data_handle_t root_handle, unsigned depth, va_list pa ) { STARPU_ASSERT(root_handle); starpu_data_handle_t current_handle = root_handle; /* the variable number of argument must correlate the depth in the tree */ unsigned i; for (i = 0; i < depth; i++) { unsigned next_child; next_child = va_arg(pa, unsigned); STARPU_ASSERT_MSG(current_handle->nchildren != 0, "Data %p has to be partitioned before accessing children", current_handle); STARPU_ASSERT_MSG(next_child < current_handle->nchildren, "Bogus child number %u, data %p only has %u children", next_child, current_handle, current_handle->nchildren); current_handle = ¤t_handle->children[next_child]; } return current_handle; } starpu_data_handle_t fstarpu_data_get_sub_data(starpu_data_handle_t root_handle, int depth, int *indices) { STARPU_ASSERT(root_handle); starpu_data_handle_t current_handle = root_handle; STARPU_ASSERT(depth >= 0); /* the variable number of argument must correlate the depth in the tree */ int i; for (i = 0; i < depth; i++) { int next_child; next_child = indices[i]; STARPU_ASSERT(next_child >= 0); STARPU_ASSERT_MSG(current_handle->nchildren != 0, "Data %p has to be partitioned before accessing children", current_handle); STARPU_ASSERT_MSG((unsigned) next_child < current_handle->nchildren, "Bogus child number %d, data %p only has %u children", next_child, current_handle, current_handle->nchildren); current_handle = ¤t_handle->children[next_child]; } return current_handle; } static unsigned _starpu_data_partition_nparts(starpu_data_handle_t initial_handle, struct starpu_data_filter *f) { /* how many parts ? */ if (f->get_nchildren) return f->get_nchildren(f, initial_handle); else return f->nchildren; } static void _starpu_data_partition(starpu_data_handle_t initial_handle, starpu_data_handle_t *childrenp, unsigned nparts, struct starpu_data_filter *f, int inherit_state) { unsigned i; unsigned node; /* first take care to properly lock the data header */ _starpu_spin_lock(&initial_handle->header_lock); initial_handle->nplans++; STARPU_ASSERT_MSG(nparts > 0, "Partitioning data %p in 0 piece does not make sense", initial_handle); /* allocate the children */ if (inherit_state) { _STARPU_CALLOC(initial_handle->children, nparts, sizeof(struct _starpu_data_state)); /* this handle now has children */ initial_handle->nchildren = nparts; } for (node = 0; node < STARPU_MAXNODES; node++) { if (initial_handle->per_node[node].state != STARPU_INVALID) break; } if (node == STARPU_MAXNODES) { /* This is lazy allocation, allocate it now in main RAM, so as * to have somewhere to gather pieces later */ /* FIXME: mark as unevictable! */ int home_node = initial_handle->home_node; if (home_node < 0 || (starpu_node_get_kind(home_node) != STARPU_CPU_RAM)) home_node = STARPU_MAIN_RAM; int ret = _starpu_allocate_memory_on_node(initial_handle, &initial_handle->per_node[home_node], 0); #ifdef STARPU_DEVEL #warning we should reclaim memory if allocation failed #endif STARPU_ASSERT(!ret); } for (node = 0; node < STARPU_MAXNODES; node++) _starpu_data_unregister_ram_pointer(initial_handle, node); if (nparts && !inherit_state) { STARPU_ASSERT_MSG(childrenp, "Passing NULL pointer for parameter childrenp while parameter inherit_state is 0"); } for (i = 0; i < nparts; i++) { starpu_data_handle_t child; if (inherit_state) child = &initial_handle->children[i]; else child = childrenp[i]; STARPU_ASSERT(child); struct starpu_data_interface_ops *ops; /* each child may have his own interface type */ /* what's this child's interface ? */ if (f->get_child_ops) ops = f->get_child_ops(f, i); else ops = initial_handle->ops; _starpu_data_handle_init(child, ops, initial_handle->mf_node); child->nchildren = 0; child->nplans = 0; child->switch_cl = NULL; child->partitioned = 0; child->readonly = 0; child->active = inherit_state; child->active_ro = 0; child->mpi_data = initial_handle->mpi_data; child->root_handle = initial_handle->root_handle; child->father_handle = initial_handle; child->active_children = NULL; child->active_readonly_children = NULL; child->nactive_readonly_children = 0; child->nsiblings = nparts; if (inherit_state) child->siblings = NULL; else child->siblings = childrenp; child->sibling_index = i; child->depth = initial_handle->depth + 1; child->is_not_important = initial_handle->is_not_important; child->wt_mask = initial_handle->wt_mask; child->home_node = initial_handle->home_node; /* initialize the chunk lock */ _starpu_data_requester_prio_list_init(&child->req_list); _starpu_data_requester_prio_list_init(&child->reduction_req_list); child->reduction_tmp_handles = NULL; child->write_invalidation_req = NULL; child->refcnt = 0; child->unlocking_reqs = 0; child->busy_count = 0; child->busy_waiting = 0; STARPU_PTHREAD_MUTEX_INIT(&child->busy_mutex, NULL); STARPU_PTHREAD_COND_INIT(&child->busy_cond, NULL); child->reduction_refcnt = 0; _starpu_spin_init(&child->header_lock); child->sequential_consistency = initial_handle->sequential_consistency; child->initialized = initial_handle->initialized; child->ooc = initial_handle->ooc; STARPU_PTHREAD_MUTEX_INIT(&child->sequential_consistency_mutex, NULL); child->last_submitted_mode = STARPU_R; child->last_sync_task = NULL; child->last_submitted_accessors.task = NULL; child->last_submitted_accessors.next = &child->last_submitted_accessors; child->last_submitted_accessors.prev = &child->last_submitted_accessors; child->post_sync_tasks = NULL; /* Tell helgrind that the race in _starpu_unlock_post_sync_tasks is fine */ STARPU_HG_DISABLE_CHECKING(child->post_sync_tasks_cnt); child->post_sync_tasks_cnt = 0; /* The methods used for reduction are propagated to the * children. */ child->redux_cl = initial_handle->redux_cl; child->init_cl = initial_handle->init_cl; #ifdef STARPU_USE_FXT child->last_submitted_ghost_sync_id_is_valid = 0; child->last_submitted_ghost_sync_id = 0; child->last_submitted_ghost_accessors_id = NULL; #endif if (_starpu_global_arbiter) /* Just for testing purpose */ starpu_data_assign_arbiter(child, _starpu_global_arbiter); else child->arbiter = NULL; _starpu_data_requester_prio_list_init(&child->arbitered_req_list); for (node = 0; node < STARPU_MAXNODES; node++) { struct _starpu_data_replicate *initial_replicate; struct _starpu_data_replicate *child_replicate; initial_replicate = &initial_handle->per_node[node]; child_replicate = &child->per_node[node]; if (inherit_state) child_replicate->state = initial_replicate->state; else child_replicate->state = STARPU_INVALID; if (inherit_state || !initial_replicate->automatically_allocated) child_replicate->allocated = initial_replicate->allocated; else child_replicate->allocated = 0; /* Do not allow memory reclaiming within the child for parent bits */ child_replicate->automatically_allocated = 0; child_replicate->refcnt = 0; child_replicate->memory_node = node; child_replicate->relaxed_coherency = 0; if (inherit_state) child_replicate->initialized = initial_replicate->initialized; else child_replicate->initialized = 0; /* update the interface */ void *initial_interface = starpu_data_get_interface_on_node(initial_handle, node); void *child_interface = starpu_data_get_interface_on_node(child, node); STARPU_ASSERT_MSG(!(!inherit_state && child_replicate->automatically_allocated && child_replicate->allocated), "partition planning is currently not supported when handle has some automatically allocated buffers"); f->filter_func(initial_interface, child_interface, f, i, nparts); } child->per_worker = NULL; child->user_data = NULL; /* We compute the size and the footprint of the child once and * store it in the handle */ child->footprint = _starpu_compute_data_footprint(child); for (node = 0; node < STARPU_MAXNODES; node++) { if (starpu_node_get_kind(node) != STARPU_CPU_RAM) continue; void *ptr = starpu_data_handle_to_pointer(child, node); if (ptr != NULL) _starpu_data_register_ram_pointer(child, ptr); } _STARPU_TRACE_HANDLE_DATA_REGISTER(child); } /* now let the header */ _starpu_spin_unlock(&initial_handle->header_lock); } static void _starpu_empty_codelet_function(void *buffers[], void *args) { (void) buffers; // unused; (void) args; // unused; } void starpu_data_unpartition(starpu_data_handle_t root_handle, unsigned gathering_node) { unsigned child; unsigned worker; unsigned nworkers = starpu_worker_get_count(); unsigned node; unsigned sizes[root_handle->nchildren]; void *ptr; _STARPU_TRACE_START_UNPARTITION(root_handle, gathering_node); _starpu_spin_lock(&root_handle->header_lock); STARPU_ASSERT_MSG(root_handle->nchildren != 0, "data %p is not partitioned, can not unpartition it", root_handle); /* first take all the children lock (in order !) */ for (child = 0; child < root_handle->nchildren; child++) { starpu_data_handle_t child_handle = starpu_data_get_child(root_handle, child); /* make sure the intermediate children is unpartitionned as well */ if (child_handle->nchildren > 0) starpu_data_unpartition(child_handle, gathering_node); /* If this is a multiformat handle, we must convert the data now */ #ifdef STARPU_DEVEL #warning TODO: _starpu_fetch_data_on_node should be doing it #endif if (_starpu_data_is_multiformat_handle(child_handle) && starpu_node_get_kind(child_handle->mf_node) != STARPU_CPU_RAM) { struct starpu_codelet cl = { .where = STARPU_CPU, .cpu_funcs = { _starpu_empty_codelet_function }, .modes = { STARPU_RW }, .nbuffers = 1 }; struct starpu_task *task = starpu_task_create(); task->name = "convert_data"; STARPU_TASK_SET_HANDLE(task, child_handle, 0); task->cl = &cl; task->synchronous = 1; if (_starpu_task_submit_internally(task) != 0) _STARPU_ERROR("Could not submit the conversion task while unpartitionning\n"); } int ret; /* for now we pretend that the RAM is almost unlimited and that gathering * data should be possible from the node that does the unpartionning ... we * don't want to have the programming deal with memory shortage at that time, * really */ /* Acquire the child data on the gathering node. This will trigger collapsing any reduction */ ret = starpu_data_acquire_on_node(child_handle, gathering_node, STARPU_RW); STARPU_ASSERT(ret == 0); starpu_data_release_on_node(child_handle, gathering_node); _starpu_spin_lock(&child_handle->header_lock); child_handle->busy_waiting = 1; _starpu_spin_unlock(&child_handle->header_lock); /* Wait for all requests to finish (notably WT requests) */ STARPU_PTHREAD_MUTEX_LOCK(&child_handle->busy_mutex); while (1) { /* Here helgrind would shout that this an unprotected access, * but this is actually fine: all threads who do busy_count-- * are supposed to call _starpu_data_check_not_busy, which will * wake us up through the busy_mutex/busy_cond. */ if (!child_handle->busy_count) break; /* This is woken by _starpu_data_check_not_busy, always called * after decrementing busy_count */ STARPU_PTHREAD_COND_WAIT(&child_handle->busy_cond, &child_handle->busy_mutex); } STARPU_PTHREAD_MUTEX_UNLOCK(&child_handle->busy_mutex); _starpu_spin_lock(&child_handle->header_lock); sizes[child] = _starpu_data_get_size(child_handle); if (child_handle->unregister_hook) { child_handle->unregister_hook(child_handle); } for (node = 0; node < STARPU_MAXNODES; node++) _starpu_data_unregister_ram_pointer(child_handle, node); if (child_handle->per_worker) { for (worker = 0; worker < nworkers; worker++) { struct _starpu_data_replicate *local = &child_handle->per_worker[worker]; STARPU_ASSERT(local->state == STARPU_INVALID); if (local->allocated && local->automatically_allocated) _starpu_request_mem_chunk_removal(child_handle, local, starpu_worker_get_memory_node(worker), sizes[child]); } } _starpu_memory_stats_free(child_handle); } for (node = 0; node < STARPU_MAXNODES; node++) { if (starpu_node_get_kind(node) != STARPU_CPU_RAM) continue; ptr = starpu_data_handle_to_pointer(root_handle, node); if (ptr != NULL) _starpu_data_register_ram_pointer(root_handle, ptr); } /* the gathering_node should now have a valid copy of all the children. * For all nodes, if the node had all copies and none was locally * allocated then the data is still valid there, else, it's invalidated * for the gathering node, if we have some locally allocated data, we * copy all the children (XXX this should not happen so we just do not * do anything since this is transparent ?) */ unsigned still_valid[STARPU_MAXNODES]; /* we do 2 passes : the first pass determines wether the data is still * valid or not, the second pass is needed to choose between STARPU_SHARED and * STARPU_OWNER */ unsigned nvalids = 0; /* still valid ? */ for (node = 0; node < STARPU_MAXNODES; node++) { struct _starpu_data_replicate *local; /* until an issue is found the data is assumed to be valid */ unsigned isvalid = 1; for (child = 0; child < root_handle->nchildren; child++) { starpu_data_handle_t child_handle = starpu_data_get_child(root_handle, child); local = &child_handle->per_node[node]; if (local->state == STARPU_INVALID || local->automatically_allocated == 1) { /* One of the bits is missing or is not inside the parent */ isvalid = 0; } if (local->mc && local->allocated && local->automatically_allocated) /* free the child data copy in a lazy fashion */ _starpu_request_mem_chunk_removal(child_handle, local, node, sizes[child]); } local = &root_handle->per_node[node]; if (!local->allocated) /* Even if we have all the bits, if we don't have the * whole data, it's not valid */ isvalid = 0; if (!isvalid && local->mc && local->allocated && local->automatically_allocated) /* free the data copy in a lazy fashion */ _starpu_request_mem_chunk_removal(root_handle, local, node, _starpu_data_get_size(root_handle)); /* if there was no invalid copy, the node still has a valid copy */ still_valid[node] = isvalid; if (isvalid) nvalids++; } /* either shared or owned */ STARPU_ASSERT(nvalids > 0); enum _starpu_cache_state newstate = (nvalids == 1)?STARPU_OWNER:STARPU_SHARED; for (node = 0; node < STARPU_MAXNODES; node++) { root_handle->per_node[node].state = still_valid[node]?newstate:STARPU_INVALID; } for (child = 0; child < root_handle->nchildren; child++) { starpu_data_handle_t child_handle = starpu_data_get_child(root_handle, child); _starpu_data_free_interfaces(child_handle); _starpu_spin_unlock(&child_handle->header_lock); _starpu_spin_destroy(&child_handle->header_lock); } for (child = 0; child < root_handle->nchildren; child++) { starpu_data_handle_t child_handle = starpu_data_get_child(root_handle, child); _starpu_data_clear_implicit(child_handle); STARPU_PTHREAD_MUTEX_DESTROY(&child_handle->busy_mutex); STARPU_PTHREAD_COND_DESTROY(&child_handle->busy_cond); STARPU_PTHREAD_MUTEX_DESTROY(&child_handle->sequential_consistency_mutex); _STARPU_TRACE_HANDLE_DATA_UNREGISTER(child_handle); } /* there is no child anymore */ starpu_data_handle_t children = root_handle->children; root_handle->children = NULL; root_handle->nchildren = 0; root_handle->nplans--; /* now the parent may be used again so we release the lock */ _starpu_spin_unlock(&root_handle->header_lock); free(children); _STARPU_TRACE_END_UNPARTITION(root_handle, gathering_node); } void starpu_data_partition(starpu_data_handle_t initial_handle, struct starpu_data_filter *f) { unsigned nparts = _starpu_data_partition_nparts(initial_handle, f); STARPU_ASSERT_MSG(initial_handle->nchildren == 0, "there should not be mutiple filters applied on the same data %p, futher filtering has to be done on children", initial_handle); STARPU_ASSERT_MSG(initial_handle->nplans == 0, "partition planning and synchronous partitioning is not supported"); initial_handle->children = NULL; /* Make sure to wait for previous tasks working on the whole data */ starpu_data_acquire_on_node(initial_handle, STARPU_ACQUIRE_NO_NODE, initial_handle->initialized?STARPU_RW:STARPU_W); starpu_data_release_on_node(initial_handle, STARPU_ACQUIRE_NO_NODE); _starpu_data_partition(initial_handle, NULL, nparts, f, 1); } void starpu_data_partition_plan(starpu_data_handle_t initial_handle, struct starpu_data_filter *f, starpu_data_handle_t *childrenp) { unsigned i; unsigned nparts = _starpu_data_partition_nparts(initial_handle, f); STARPU_ASSERT_MSG(initial_handle->nchildren == 0, "partition planning and synchronous partitioning is not supported"); STARPU_ASSERT_MSG(initial_handle->sequential_consistency, "partition planning is currently only supported for data with sequential consistency"); struct starpu_codelet *cl = initial_handle->switch_cl; int home_node = initial_handle->home_node; starpu_data_handle_t *children; if (home_node == -1) /* Nothing better for now */ /* TODO: pass -1, and make _starpu_fetch_nowhere_task_input * really call _starpu_fetch_data_on_node, and make that update * the coherency. */ home_node = STARPU_MAIN_RAM; _STARPU_MALLOC(children, nparts * sizeof(*children)); for (i = 0; i < nparts; i++) { _STARPU_CALLOC(children[i], 1, sizeof(struct _starpu_data_state)); childrenp[i] = children[i]; } _starpu_data_partition(initial_handle, children, nparts, f, 0); if (!cl) { /* Create a codelet that will make the coherency on the home node */ _STARPU_CALLOC(initial_handle->switch_cl, 1, sizeof(*initial_handle->switch_cl)); cl = initial_handle->switch_cl; cl->where = STARPU_NOWHERE; cl->nbuffers = STARPU_VARIABLE_NBUFFERS; cl->flags = STARPU_CODELET_NOPLANS; cl->name = "data_partition_switch"; cl->specific_nodes = 1; } if (initial_handle->switch_cl_nparts < nparts) { /* First initialization, or previous initialization was with fewer parts, enlarge it */ _STARPU_REALLOC(cl->dyn_nodes, (nparts+1) * sizeof(*cl->dyn_nodes)); for (i = initial_handle->switch_cl_nparts; i < nparts+1; i++) cl->dyn_nodes[i] = home_node; initial_handle->switch_cl_nparts = nparts; } } void starpu_data_partition_clean(starpu_data_handle_t root_handle, unsigned nparts, starpu_data_handle_t *children) { unsigned i; if (children[0]->active) { #ifdef STARPU_DEVEL #warning FIXME: better choose gathering node #endif starpu_data_unpartition_submit(root_handle, nparts, children, STARPU_MAIN_RAM); } free(children[0]->siblings); for (i = 0; i < nparts; i++) starpu_data_unregister_submit(children[i]); _starpu_spin_lock(&root_handle->header_lock); root_handle->nplans--; _starpu_spin_unlock(&root_handle->header_lock); } static void _starpu_data_partition_submit(starpu_data_handle_t initial_handle, unsigned nparts, starpu_data_handle_t *children, unsigned char *handles_sequential_consistency) { unsigned i; STARPU_ASSERT_MSG(initial_handle->sequential_consistency, "partition planning is currently only supported for data with sequential consistency"); _starpu_spin_lock(&initial_handle->header_lock); STARPU_ASSERT_MSG(initial_handle->partitioned == 0, "One can't submit several partition plannings at the same time"); STARPU_ASSERT_MSG(initial_handle->readonly == 0, "One can't submit a partition planning while a readonly partitioning is active"); initial_handle->partitioned++; initial_handle->active_children = children[0]->siblings; _starpu_spin_unlock(&initial_handle->header_lock); for (i = 0; i < nparts; i++) { _starpu_spin_lock(&children[i]->header_lock); children[i]->active = 1; _starpu_spin_unlock(&children[i]->header_lock); } if (!initial_handle->initialized) /* No need for coherency, it is not initialized */ return; struct starpu_data_descr descr[nparts]; for (i = 0; i < nparts; i++) { STARPU_ASSERT_MSG(children[i]->father_handle == initial_handle, "children parameter of starpu_data_partition_submit must be the children of the parent parameter"); descr[i].handle = children[i]; descr[i].mode = STARPU_W; } /* TODO: assert nparts too */ int ret; if (handles_sequential_consistency) ret = starpu_task_insert(initial_handle->switch_cl, STARPU_RW, initial_handle, STARPU_DATA_MODE_ARRAY, descr, nparts, STARPU_NAME, "partition", STARPU_HANDLES_SEQUENTIAL_CONSISTENCY, handles_sequential_consistency, 0); else ret = starpu_task_insert(initial_handle->switch_cl, STARPU_RW, initial_handle, STARPU_DATA_MODE_ARRAY, descr, nparts, STARPU_NAME, "partition", 0); STARPU_CHECK_RETURN_VALUE(ret, "starpu_task_insert"); starpu_data_invalidate_submit(initial_handle); } void starpu_data_partition_submit_sequential_consistency(starpu_data_handle_t initial_handle, unsigned nparts, starpu_data_handle_t *children, int sequential_consistency) { unsigned i; unsigned char handles_sequential_consistency[nparts+1]; handles_sequential_consistency[0] = sequential_consistency; for(i=1 ; isequential_consistency; _starpu_data_partition_submit(initial_handle, nparts, children, handles_sequential_consistency); } void starpu_data_partition_submit(starpu_data_handle_t initial_handle, unsigned nparts, starpu_data_handle_t *children) { _starpu_data_partition_submit(initial_handle, nparts, children, NULL); } void starpu_data_partition_readonly_submit(starpu_data_handle_t initial_handle, unsigned nparts, starpu_data_handle_t *children) { unsigned i; STARPU_ASSERT_MSG(initial_handle->sequential_consistency, "partition planning is currently only supported for data with sequential consistency"); _starpu_spin_lock(&initial_handle->header_lock); STARPU_ASSERT_MSG(initial_handle->partitioned == 0 || initial_handle->readonly, "One can't submit a readonly partition planning at the same time as a readwrite partition planning"); initial_handle->partitioned++; initial_handle->readonly = 1; if (initial_handle->nactive_readonly_children < initial_handle->partitioned) { _STARPU_REALLOC(initial_handle->active_readonly_children, initial_handle->partitioned * sizeof(initial_handle->active_readonly_children[0])); initial_handle->nactive_readonly_children = initial_handle->partitioned; } initial_handle->active_readonly_children[initial_handle->partitioned-1] = children[0]->siblings; _starpu_spin_unlock(&initial_handle->header_lock); for (i = 0; i < nparts; i++) { _starpu_spin_lock(&children[i]->header_lock); children[i]->active = 1; children[i]->active_ro = 1; _starpu_spin_unlock(&children[i]->header_lock); } STARPU_ASSERT_MSG(initial_handle->initialized, "It is odd to read-only-partition a data which does not have a value yet"); struct starpu_data_descr descr[nparts]; for (i = 0; i < nparts; i++) { STARPU_ASSERT_MSG(children[i]->father_handle == initial_handle, "children parameter of starpu_data_partition_submit must be the children of the parent parameter"); descr[i].handle = children[i]; descr[i].mode = STARPU_W; } /* TODO: assert nparts too */ starpu_task_insert(initial_handle->switch_cl, STARPU_R, initial_handle, STARPU_DATA_MODE_ARRAY, descr, nparts, 0); } void starpu_data_partition_readwrite_upgrade_submit(starpu_data_handle_t initial_handle, unsigned nparts, starpu_data_handle_t *children) { STARPU_ASSERT_MSG(initial_handle->sequential_consistency, "partition planning is currently only supported for data with sequential consistency"); _starpu_spin_lock(&initial_handle->header_lock); STARPU_ASSERT_MSG(initial_handle->partitioned == 1, "One can't upgrade a readonly partition planning to readwrite while other readonly partition plannings are active"); STARPU_ASSERT_MSG(initial_handle->readonly == 1, "One can only upgrade a readonly partition planning"); initial_handle->readonly = 0; initial_handle->active_children = initial_handle->active_readonly_children[0]; initial_handle->active_readonly_children[0] = NULL; _starpu_spin_unlock(&initial_handle->header_lock); unsigned i; struct starpu_data_descr descr[nparts]; for (i = 0; i < nparts; i++) { STARPU_ASSERT_MSG(children[i]->father_handle == initial_handle, "children parameter of starpu_data_partition_submit must be the children of the parent parameter"); children[i]->active_ro = 0; descr[i].handle = children[i]; descr[i].mode = STARPU_W; } /* TODO: assert nparts too */ starpu_task_insert(initial_handle->switch_cl, STARPU_RW, initial_handle, STARPU_DATA_MODE_ARRAY, descr, nparts, 0); starpu_data_invalidate_submit(initial_handle); } void _starpu_data_unpartition_submit(starpu_data_handle_t initial_handle, unsigned nparts, starpu_data_handle_t *children, int gather_node, unsigned char *handles_sequential_consistency, void (*callback_func)(void *), void *callback_arg) { unsigned i; STARPU_ASSERT_MSG(initial_handle->sequential_consistency, "partition planning is currently only supported for data with sequential consistency"); STARPU_ASSERT_MSG(gather_node == initial_handle->home_node || gather_node == -1, "gathering node different from home node is currently not supported"); _starpu_spin_lock(&initial_handle->header_lock); STARPU_ASSERT_MSG(initial_handle->partitioned >= 1, "No partition planning is active for handle %p", initial_handle); if (initial_handle->readonly) { /* Replace this children set with the last set in the list of readonly children sets */ for (i = 0; i < initial_handle->partitioned-1; i++) { if (initial_handle->active_readonly_children[i] == children[0]->siblings) { initial_handle->active_readonly_children[i] = initial_handle->active_readonly_children[initial_handle->partitioned-1]; initial_handle->active_readonly_children[initial_handle->partitioned-1] = NULL; break; } } } else { initial_handle->active_children = NULL; } initial_handle->partitioned--; if (!initial_handle->partitioned) initial_handle->readonly = 0; initial_handle->active_children = NULL; _starpu_spin_unlock(&initial_handle->header_lock); for (i = 0; i < nparts; i++) { _starpu_spin_lock(&children[i]->header_lock); children[i]->active = 0; children[i]->active_ro = 0; _starpu_spin_unlock(&children[i]->header_lock); } unsigned n; struct starpu_data_descr descr[nparts]; for (i = 0, n = 0; i < nparts; i++) { STARPU_ASSERT_MSG(children[i]->father_handle == initial_handle, "children parameter of starpu_data_partition_submit must be the children of the parent parameter"); if (!children[i]->initialized) /* Dropped value, do not care about coherency for this one */ continue; descr[n].handle = children[i]; descr[n].mode = STARPU_RW; n++; } /* TODO: assert nparts too */ int ret; if (handles_sequential_consistency) ret = starpu_task_insert(initial_handle->switch_cl, STARPU_W, initial_handle, STARPU_DATA_MODE_ARRAY, descr, n, STARPU_NAME, "unpartition", STARPU_HANDLES_SEQUENTIAL_CONSISTENCY, handles_sequential_consistency, STARPU_CALLBACK_WITH_ARG, callback_func, callback_arg, 0); else ret = starpu_task_insert(initial_handle->switch_cl, STARPU_W, initial_handle, STARPU_DATA_MODE_ARRAY, descr, n, STARPU_NAME, "unpartition", STARPU_CALLBACK_WITH_ARG, callback_func, callback_arg, 0); STARPU_CHECK_RETURN_VALUE(ret, "starpu_task_insert"); for (i = 0; i < nparts; i++) starpu_data_invalidate_submit(children[i]); } void starpu_data_unpartition_submit(starpu_data_handle_t initial_handle, unsigned nparts, starpu_data_handle_t *children, int gather_node) { _starpu_data_unpartition_submit(initial_handle, nparts, children, gather_node, NULL, NULL, NULL); } void starpu_data_unpartition_submit_sequential_consistency_with_callback(starpu_data_handle_t initial_handle, unsigned nparts, starpu_data_handle_t *children, int gather_node, int sequential_consistency, void (*callback_func)(void *), void *callback_arg) { unsigned i; unsigned char handles_sequential_consistency[nparts+1]; handles_sequential_consistency[0] = sequential_consistency; for(i=1 ; isequential_consistency; _starpu_data_unpartition_submit(initial_handle, nparts, children, gather_node, handles_sequential_consistency, callback_func, callback_arg); } void starpu_data_unpartition_submit_sequential_consistency(starpu_data_handle_t initial_handle, unsigned nparts, starpu_data_handle_t *children, int gather_node, int sequential_consistency) { unsigned i; unsigned char handles_sequential_consistency[nparts+1]; handles_sequential_consistency[0] = sequential_consistency; for(i=1 ; isequential_consistency; _starpu_data_unpartition_submit(initial_handle, nparts, children, gather_node, handles_sequential_consistency, NULL, NULL); } void starpu_data_unpartition_readonly_submit(starpu_data_handle_t initial_handle, unsigned nparts, starpu_data_handle_t *children, int gather_node) { STARPU_ASSERT_MSG(initial_handle->sequential_consistency, "partition planning is currently only supported for data with sequential consistency"); STARPU_ASSERT_MSG(gather_node == initial_handle->home_node || gather_node == -1, "gathering node different from home node is currently not supported"); _starpu_spin_lock(&initial_handle->header_lock); STARPU_ASSERT_MSG(initial_handle->partitioned >= 1, "No partition planning is active for handle %p", initial_handle); initial_handle->readonly = 1; _starpu_spin_unlock(&initial_handle->header_lock); unsigned i, n; struct starpu_data_descr descr[nparts]; for (i = 0, n = 0; i < nparts; i++) { STARPU_ASSERT_MSG(children[i]->father_handle == initial_handle, "children parameter of starpu_data_partition_submit must be the children of the parent parameter"); if (!children[i]->initialized) /* Dropped value, do not care about coherency for this one */ continue; descr[n].handle = children[i]; descr[n].mode = STARPU_R; n++; } /* TODO: assert nparts too */ starpu_task_insert(initial_handle->switch_cl, STARPU_W, initial_handle, STARPU_DATA_MODE_ARRAY, descr, n, 0); } /* Unpartition everything below ancestor */ void starpu_data_unpartition_submit_r(starpu_data_handle_t ancestor, int gathering_node) { unsigned i, j, nsiblings; if (!ancestor->partitioned) /* It's already unpartitioned */ return; _STARPU_DEBUG("ancestor %p needs unpartitioning\n", ancestor); if (ancestor->readonly) { unsigned n = ancestor->partitioned; /* Uh, has to go through all read-only partitions */ for (i = 0; i < n; i++) { /* Note: active_readonly_children is emptied by starpu_data_unpartition_submit calls */ starpu_data_handle_t *children = ancestor->active_readonly_children[0]; _STARPU_DEBUG("unpartition readonly children %p etc.\n", children[0]); nsiblings = children[0]->nsiblings; for (j = 0; j < nsiblings; j++) { /* Make sure our children are unpartitioned */ starpu_data_unpartition_submit_r(children[j], gathering_node); } /* And unpartition them */ starpu_data_unpartition_submit(ancestor, nsiblings, children, gathering_node); } } else { _STARPU_DEBUG("unpartition children %p\n", ancestor->active_children); /* Only one partition */ nsiblings = ancestor->active_children[0]->nsiblings; for (i = 0; i < nsiblings; i++) starpu_data_unpartition_submit_r(ancestor->active_children[i], gathering_node); /* And unpartition ourself */ starpu_data_unpartition_submit(ancestor, nsiblings, ancestor->active_children, gathering_node); } } /* Make ancestor partition itself properly for target */ static void _starpu_data_partition_access_look_up(starpu_data_handle_t ancestor, starpu_data_handle_t target, int write) { /* First make sure ancestor has proper state, if not, ask father */ if (!ancestor->active || (write && ancestor->active_ro)) { /* (The root is always active-rw) */ STARPU_ASSERT(ancestor->father_handle); _STARPU_DEBUG("ancestor %p is not ready: %s, asking father %p\n", ancestor, ancestor->active ? ancestor->active_ro ? "RO" : "RW" : "NONE", ancestor->father_handle); _starpu_data_partition_access_look_up(ancestor->father_handle, ancestor, write); _STARPU_DEBUG("ancestor %p is now ready\n", ancestor); } else _STARPU_DEBUG("ancestor %p was ready\n", ancestor); /* We shouldn't be called for nothing */ STARPU_ASSERT(!ancestor->partitioned || !target || ancestor->active_children != target->siblings || (ancestor->readonly && write)); /* Then unpartition ancestor if needed */ if (ancestor->partitioned && /* Not the right children, unpartition ourself */ ((target && write && ancestor->active_children != target->siblings) || (target && !write && !ancestor->readonly) || /* We are partitioned and we want to write or some child * is writing and we want to read, unpartition ourself*/ (!target && (write || !ancestor->readonly)))) { #ifdef STARPU_DEVEL #warning FIXME: better choose gathering node #endif starpu_data_unpartition_submit_r(ancestor, STARPU_MAIN_RAM); } if (!target) { _STARPU_DEBUG("ancestor %p is done\n", ancestor); /* No child target, nothing more to do actually. */ return; } /* Then partition ancestor towards target, if needed */ if (ancestor->partitioned) { /* That must be readonly, otherwise we would have unpartitioned it */ STARPU_ASSERT(ancestor->readonly); if (write) { _STARPU_DEBUG("ancestor %p is already partitioned RO, turn RW\n", ancestor); /* Already partitioned, normally it's already for the target */ STARPU_ASSERT(ancestor->active_children == target->siblings); /* And we are here just because we haven't partitioned rw */ STARPU_ASSERT(ancestor->readonly && write); /* So we just need to upgrade ro to rw */ starpu_data_partition_readwrite_upgrade_submit(ancestor, target->nsiblings, target->siblings); } else { _STARPU_DEBUG("ancestor %p is already partitioned RO, but not to target, partition towards target too\n", ancestor); /* So we just need to upgrade ro to rw */ starpu_data_partition_readonly_submit(ancestor, target->nsiblings, target->siblings); } } else { /* Just need to partition properly for the child */ if (write) { _STARPU_DEBUG("partition ancestor %p RW\n", ancestor); starpu_data_partition_submit(ancestor, target->nsiblings, target->siblings); } else { _STARPU_DEBUG("partition ancestor %p RO\n", ancestor); starpu_data_partition_readonly_submit(ancestor, target->nsiblings, target->siblings); } } } void _starpu_data_partition_access_submit(starpu_data_handle_t target, int write) { _STARPU_DEBUG("accessing %p %s\n", target, write ? "RW" : "RO"); _starpu_data_partition_access_look_up(target, NULL, write); } /* * Given an integer N, NPARTS the number of parts it must be divided in, ID the * part currently considered, determines the CHUNK_SIZE and the OFFSET, taking * into account the size of the elements stored in the data structure ELEMSIZE * and LD, the leading dimension. */ void _starpu_filter_nparts_compute_chunk_size_and_offset(unsigned n, unsigned nparts, size_t elemsize, unsigned id, unsigned ld, unsigned *chunk_size, size_t *offset) { *chunk_size = n/nparts; unsigned remainder = n % nparts; if (id < remainder) (*chunk_size)++; /* * Computing the total offset. The formula may not be really clear, but * it really just is: * * total = 0; * for (i = 0; i < id; i++) * { * total += n/nparts; * if (i < n%nparts) * total++; * } * offset = total * elemsize * ld; */ if (offset != NULL) *offset = (id *(n/nparts) + STARPU_MIN(remainder, id)) * ld * elemsize; } void starpu_data_partition_not_automatic(starpu_data_handle_t handle) { handle->partition_automatic_disabled = 1; }