/* -*- Mode: C; c-basic-offset:2 ; indent-tabs-mode:nil -*- */ /* * Copyright (c) 2006 The Trustees of Indiana University and Indiana * University Research and Technology * Corporation. All rights reserved. * Copyright (c) 2006 The Technical University of Chemnitz. All * rights reserved. * Copyright (c) 2013-2015 Los Alamos National Security, LLC. All rights * reserved. * Copyright (c) 2014 Research Organization for Information Science * and Technology (RIST). All rights reserved. * * Author(s): Torsten Hoefler * */ #include "nbc_internal.h" #include "ompi/communicator/communicator.h" #include "ompi/datatype/ompi_datatype.h" #include static inline int allred_sched_diss(int rank, int p, int count, MPI_Datatype datatype, void *sendbuf, void *recvbuf, MPI_Op op, NBC_Schedule *schedule, NBC_Handle *handle); static inline int allred_sched_ring(int rank, int p, int count, MPI_Datatype datatype, void *sendbuf, void *recvbuf, MPI_Op op, int size, int ext, NBC_Schedule *schedule, NBC_Handle *handle); static inline int allred_sched_linear(int rank, int p, void *sendbuf, void *recvbuf, int count, MPI_Datatype datatype, MPI_Op op, int ext, int size, NBC_Schedule *schedule, NBC_Handle *handle); #ifdef NBC_CACHE_SCHEDULE /* tree comparison function for schedule cache */ int NBC_Allreduce_args_compare(NBC_Allreduce_args *a, NBC_Allreduce_args *b, void *param) { if ((a->sendbuf == b->sendbuf) && (a->recvbuf == b->recvbuf) && (a->count == b->count) && (a->datatype == b->datatype) && (a->op == b->op)) { return 0; } if( a->sendbuf < b->sendbuf ) { return -1; } return 1; } #endif int ompi_coll_libnbc_iallreduce(void* sendbuf, void* recvbuf, int count, MPI_Datatype datatype, MPI_Op op, struct ompi_communicator_t *comm, ompi_request_t ** request, struct mca_coll_base_module_2_1_0_t *module) { int rank, p, res; OPAL_PTRDIFF_TYPE ext, lb; NBC_Schedule *schedule; size_t size; #ifdef NBC_CACHE_SCHEDULE NBC_Allreduce_args *args, *found, search; #endif enum { NBC_ARED_BINOMIAL, NBC_ARED_RING } alg; char inplace; NBC_Handle *handle; ompi_coll_libnbc_module_t *libnbc_module = (ompi_coll_libnbc_module_t*) module; NBC_IN_PLACE(sendbuf, recvbuf, inplace); rank = ompi_comm_rank (comm); p = ompi_comm_size (comm); res = ompi_datatype_get_extent(datatype, &lb, &ext); if (OMPI_SUCCESS != res) { NBC_Error ("MPI Error in MPI_Type_extent() (%i)", res); return res; } res = ompi_datatype_type_size (datatype, &size); if (OMPI_SUCCESS != res) { NBC_Error ("MPI Error in MPI_Type_size() (%i)", res); return res; } res = NBC_Init_handle (comm, &handle, libnbc_module); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } handle->tmpbuf = malloc (ext * count); if (OPAL_UNLIKELY(NULL == handle->tmpbuf)) { NBC_Return_handle (handle); return OMPI_ERR_OUT_OF_RESOURCE; } if ((p == 1) && !inplace) { /* for a single node - copy data to receivebuf */ res = NBC_Copy(sendbuf, count, datatype, recvbuf, count, datatype, comm); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { NBC_Return_handle (handle); return res; } } /* algorithm selection */ if(p < 4 || size*count < 65536 || inplace) { alg = NBC_ARED_BINOMIAL; } else { alg = NBC_ARED_RING; } #ifdef NBC_CACHE_SCHEDULE /* search schedule in communicator specific tree */ search.sendbuf = sendbuf; search.recvbuf = recvbuf; search.count = count; search.datatype = datatype; search.op = op; found = (NBC_Allreduce_args *) hb_tree_search ((hb_tree *) libnbc_module->NBC_Dict[NBC_ALLREDUCE], &search); if (NULL == found) { #endif schedule = OBJ_NEW(NBC_Schedule); if (NULL == schedule) { NBC_Return_handle (handle); return OMPI_ERR_OUT_OF_RESOURCE; } /* ensure the schedule is released with the handle on error */ handle->schedule = schedule; switch(alg) { case NBC_ARED_BINOMIAL: res = allred_sched_diss(rank, p, count, datatype, sendbuf, recvbuf, op, schedule, handle); break; case NBC_ARED_RING: res = allred_sched_ring(rank, p, count, datatype, sendbuf, recvbuf, op, size, ext, schedule, handle); break; } if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { NBC_Return_handle (handle); return res; } res = NBC_Sched_commit(schedule); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { NBC_Return_handle (handle); return res; } #ifdef NBC_CACHE_SCHEDULE /* save schedule to tree */ args = (NBC_Allreduce_args *) malloc (sizeof(args)); if (NULL != args) { args->sendbuf = sendbuf; args->recvbuf = recvbuf; args->count = count; args->datatype = datatype; args->op = op; args->schedule = schedule; res = hb_tree_insert ((hb_tree *) libnbc_module->NBC_Dict[NBC_ALLREDUCE], args, args, 0); if (0 == res) { OBJ_RETAIN(schedule); /* increase number of elements for A2A */ if (++libnbc_module->NBC_Dict_size[NBC_ALLREDUCE] > NBC_SCHED_DICT_UPPER) { NBC_SchedCache_dictwipe ((hb_tree *) libnbc_module->NBC_Dict[NBC_ALLREDUCE], &libnbc_module->NBC_Dict_size[NBC_ALLREDUCE]); } } else { NBC_Error("error in dict_insert() (%i)", res); free (args); } } } else { /* found schedule */ schedule = found->schedule; OBJ_RETAIN(schedule); } #endif res = NBC_Start (handle, schedule); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { NBC_Return_handle (handle); return res; } *request = (ompi_request_t *) handle; /* tmpbuf is freed with the handle */ return OMPI_SUCCESS; } int ompi_coll_libnbc_iallreduce_inter(void* sendbuf, void* recvbuf, int count, MPI_Datatype datatype, MPI_Op op, struct ompi_communicator_t *comm, ompi_request_t ** request, struct mca_coll_base_module_2_1_0_t *module) { int rank, res, size, rsize; MPI_Aint ext; NBC_Schedule *schedule; NBC_Handle *handle; ompi_coll_libnbc_module_t *libnbc_module = (ompi_coll_libnbc_module_t*) module; rank = ompi_comm_rank (comm); rsize = ompi_comm_remote_size (comm); res = MPI_Type_extent(datatype, &ext); if (MPI_SUCCESS != res) { NBC_Error("MPI Error in MPI_Type_extent() (%i)", res); return res; } res = MPI_Type_size(datatype, &size); if (MPI_SUCCESS != res) { NBC_Error("MPI Error in MPI_Type_size() (%i)", res); return res; } res = NBC_Init_handle (comm, &handle, libnbc_module); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } handle->tmpbuf = malloc (ext * count); if (OPAL_UNLIKELY(NULL == handle->tmpbuf)) { NBC_Return_handle (handle); return OMPI_ERR_OUT_OF_RESOURCE; } schedule = OBJ_NEW(NBC_Schedule); if (OPAL_UNLIKELY(NULL == schedule)) { NBC_Return_handle (handle); return OMPI_ERR_OUT_OF_RESOURCE; } /* ensure the schedule is released with the handle on error */ handle->schedule = schedule; res = allred_sched_linear (rank, rsize, sendbuf, recvbuf, count, datatype, op, ext, size, schedule, handle); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { NBC_Return_handle (handle); return res; } res = NBC_Sched_commit(schedule); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { NBC_Return_handle (handle); return res; } res = NBC_Start(handle, schedule); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { NBC_Return_handle (handle); return res; } *request = (ompi_request_t *) handle; /* tmpbuf is freed with the handle */ return OMPI_SUCCESS; } /* binomial allreduce (binomial tree up and binomial bcast down) * working principle: * - each node gets a virtual rank vrank * - the 'root' node get vrank 0 * - node 0 gets the vrank of the 'root' * - all other ranks stay identical (they do not matter) * * Algorithm: * pairwise exchange * round r: * grp = rank % 2^r * if grp == 0: receive from rank + 2^(r-1) if it exists and reduce value * if grp == 1: send to rank - 2^(r-1) and exit function * * do this for R=log_2(p) rounds * followed by a Bcast: * Algorithm: * - each node with vrank > 2^r and vrank < 2^r+1 receives from node * vrank - 2^r (vrank=1 receives from 0, vrank 0 receives never) * - each node sends each round r to node vrank + 2^r * - a node stops to send if 2^r > commsize * */ #define RANK2VRANK(rank, vrank, root) \ { \ vrank = rank; \ if (rank == 0) vrank = root; \ if (rank == root) vrank = 0; \ } #define VRANK2RANK(rank, vrank, root) \ { \ rank = vrank; \ if (vrank == 0) rank = root; \ if (vrank == root) rank = 0; \ } static inline int allred_sched_diss(int rank, int p, int count, MPI_Datatype datatype, void *sendbuf, void *recvbuf, MPI_Op op, NBC_Schedule *schedule, NBC_Handle *handle) { int root, vrank, maxr, vpeer, peer, res; root = 0; /* this makes the code for ireduce and iallreduce nearly identical - could be changed to improve performance */ RANK2VRANK(rank, vrank, root); maxr = (int)ceil((log((double)p)/LOG2)); for (int r = 1, firstred = 1 ; r <= maxr ; ++r) { if ((vrank % (1 << r)) == 0) { /* we have to receive this round */ vpeer = vrank + (1 << (r - 1)); VRANK2RANK(peer, vpeer, root) if (peer < p) { /* we have to wait until we have the data */ res = NBC_Sched_recv (0, true, count, datatype, peer, schedule, true); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } /* this cannot be done until handle->tmpbuf is unused :-( so barrier after the op */ if (firstred && MPI_IN_PLACE != sendbuf) { /* perform the reduce with the senbuf */ res = NBC_Sched_op (recvbuf, false, sendbuf, false, 0, true, count, datatype, op, schedule, true); firstred = 0; } else { /* perform the reduce in my local buffer */ res = NBC_Sched_op (recvbuf, false, recvbuf, false, 0, true, count, datatype, op, schedule, true); } if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } } } else { /* we have to send this round */ vpeer = vrank - (1 << (r - 1)); VRANK2RANK(peer, vpeer, root) if (firstred && MPI_IN_PLACE != sendbuf) { /* we have to use the sendbuf in the first round .. */ res = NBC_Sched_send (sendbuf, false, count, datatype, peer, schedule, false); } else { /* and the recvbuf in all remeining rounds */ res = NBC_Sched_send (recvbuf, false, count, datatype, peer, schedule, false); } if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } /* leave the game */ break; } } /* this is the Bcast part - copied with minor changes from nbc_ibcast.c * changed: buffer -> recvbuf */ RANK2VRANK(rank, vrank, root); /* receive from the right hosts */ if (vrank != 0) { for (int r = 0; r < maxr ; ++r) { if ((vrank >= (1 << r)) && (vrank < (1 << (r + 1)))) { VRANK2RANK(peer, vrank - (1 << r), root); res = NBC_Sched_recv (recvbuf, false, count, datatype, peer, schedule, false); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } } } res = NBC_Sched_barrier (schedule); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } } /* now send to the right hosts */ for (int r = 0; r < maxr; ++r) { if (((vrank + (1 << r) < p) && (vrank < (1 << r))) || (vrank == 0)) { VRANK2RANK(peer, vrank + (1 << r), root); res = NBC_Sched_send (recvbuf, false, count, datatype, peer, schedule, false); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } } } /* end of the bcast */ return OMPI_SUCCESS; } static inline int allred_sched_ring (int r, int p, int count, MPI_Datatype datatype, void *sendbuf, void *recvbuf, MPI_Op op, int size, int ext, NBC_Schedule *schedule, NBC_Handle *handle) { int segsize, *segsizes, *segoffsets; /* segment sizes and offsets per segment (number of segments == number of nodes */ int speer, rpeer; /* send and recvpeer */ int res = OMPI_SUCCESS; if (count == 0) { return OMPI_SUCCESS; } segsizes = (int *) malloc (sizeof (int) * p); segoffsets = (int *) malloc (sizeof (int) * p); if (NULL == segsizes || NULL == segoffsets) { free (segsizes); free (segoffsets); return OMPI_ERR_OUT_OF_RESOURCE; } segsize = (count + p - 1) / p; /* size of the segments */ segoffsets[0] = 0; for (int i = 0, mycount = count ; i < p ; ++i) { mycount -= segsize; segsizes[i] = segsize; if (mycount < 0) { segsizes[i] = segsize + mycount; mycount = 0; } if (i) { segoffsets[i] = segoffsets[i-1] + segsizes[i-1]; } } /* reduce peers */ speer = (r + 1) % p; rpeer = (r - 1 + p) % p; /* + -> reduced this round * / -> sum (reduced in a previous step) * * *** round 0 *** * 0 1 2 * * 00 10 20 0: [1] -> 1 * 01 11 21 1: [2] -> 2 * 02 12 22 2: [0] -> 0 --> send element (r+1)%p to node (r+1)%p * * *** round 1 *** * 0 1 2 * * 00+20 10 20 0: red(0), [0] -> 1 * 01 11+01 21 1: red(1), [1] -> 2 * 02 12 22+12 2: red(2), [2] -> 0 --> reduce and send element (r+0)%p to node (r+1)%p * * *** round 2 *** * 0 1 2 * * 00/20 all 20 0: red(2), [2] -> 1 * 01 11/01 all 1: red(0), [0] -> 2 * all 12 22/12 2: red(1), [1] -> 0 --> reduce and send (r-1)%p to node (r+1)%p * * *** round 3 *** * 0 1 2 * * 00/20 all all 0: [1] -> 1 * all 11/01 all 1: [2] -> 2 * all all 22/12 2: [0] -> 0 --> send element (r-2)%p to node (r+1)%p * * *** round 4 *** * 0 1 2 * * all all all 0: done * all all all 1: done * all all all 2: done * * -> 4 * *** round 0 *** * 0 1 2 3 * * 00 10 20 30 0: [1] -> 1 * 01 11 21 31 1: [2] -> 2 * 02 12 22 32 2: [3] -> 3 * 03 13 23 33 3: [0] -> 0 --> send element (r+1)%p to node (r+1)%p * * *** round 1 *** * 0 1 2 3 * * 00+30 10 20 30 0: red(0), [0] -> 1 * 01 11+01 21 31 1: red(1), [1] -> 2 * 02 12 22+12 32 2: red(2), [2] -> 3 * 03 13 23 33+23 3: red(3), [3] -> 0 --> reduce and send element (r+0)%p to node (r+1)%p * * *** round 2 *** * 0 1 2 3 * * 00/30 10+00/30 20 30 0: red(3), [3] -> 1 * 01 11/01 21+11/01 31 1: red(0), [0] -> 2 * 02 12 22/12 32+22/12 2: red(1), [1] -> 3 * 03+33/23 13 23 33/23 3: red(2), [2] -> 0 --> reduce and send (r-1)%p to node (r+1)%p * * *** round 3 *** * 0 1 2 3 * * 00/30 10/00/30 all 30 0: red(2), [2] -> 1 * 01 11/01 21/11/01 all 1: red(3), [3] -> 2 * all 12 22/12 32/22/12 2: red(0), [0] -> 3 * 03/33/23 all 23 33/23 3: red(1), [1] -> 0 --> reduce and send (r-2)%p to node (r+1)%p * * *** round 4 *** * 0 1 2 3 * * 00/30 10/00/30 all all 0: [1] -> 1 * all 11/01 21/11/01 all 1: [2] -> 2 * all all 22/12 32/22/12 2: [3] -> 3 * 03/33/23 all all 33/23 3: [0] -> 0 --> receive and send element (r+1)%p to node (r+1)%p * * *** round 5 *** * 0 1 2 3 * * all 10/00/30 all all 0: [0] -> 1 * all all 21/11/01 all 1: [1] -> 2 * all all all 32/22/12 2: [3] -> 3 * 03/33/23 all all all 3: [4] -> 4 --> receive and send element (r-0)%p to node (r+1)%p * * *** round 6 *** * 0 1 2 3 * * all all all all * all all all all * all all all all * all all all all receive element (r-1)%p * * 2p-2 rounds ... every node does p-1 reductions and p-1 sends * */ /* first p-1 rounds are reductions */ for (int round = 0 ; round < p - 1 ; ++round) { int selement = (r+1-round + 2*p /*2*p avoids negative mod*/)%p; /* the element I am sending */ int soffset = segoffsets[selement]*ext; int relement = (r-round + 2*p /*2*p avoids negative mod*/)%p; /* the element that I receive from my neighbor */ int roffset = segoffsets[relement]*ext; /* first message come out of sendbuf */ if (round == 0) { res = NBC_Sched_send ((char *) sendbuf + soffset, false, segsizes[selement], datatype, speer, schedule, false); } else { res = NBC_Sched_send ((char *) recvbuf + soffset, false, segsizes[selement], datatype, speer, schedule, false); } if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { break; } res = NBC_Sched_recv ((char *) recvbuf + roffset, false, segsizes[relement], datatype, rpeer, schedule, true); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { break; } res = NBC_Sched_op ((char *) recvbuf + roffset, false, (char *) sendbuf + roffset, false, (char *) recvbuf + roffset, false, segsizes[relement], datatype, op, schedule, true); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { break; } } if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { free (segsizes); free (segoffsets); return res; } for (int round = p - 1 ; round < 2 * p - 2 ; ++round) { int selement = (r+1-round + 2*p /*2*p avoids negative mod*/)%p; /* the element I am sending */ int soffset = segoffsets[selement]*ext; int relement = (r-round + 2*p /*2*p avoids negative mod*/)%p; /* the element that I receive from my neighbor */ int roffset = segoffsets[relement]*ext; res = NBC_Sched_send ((char *) recvbuf + soffset, false, segsizes[selement], datatype, speer, schedule, false); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { break; } res = NBC_Sched_recv ((char *) recvbuf + roffset, false, segsizes[relement], datatype, rpeer, schedule, true); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { break; } } free (segsizes); free (segoffsets); return res; } static inline int allred_sched_linear(int rank, int rsize, void *sendbuf, void *recvbuf, int count, MPI_Datatype datatype, MPI_Op op, int ext, int size, NBC_Schedule *schedule, NBC_Handle *handle) { int res; if (0 == count) { return OMPI_SUCCESS; } /* send my data to the remote root */ res = NBC_Sched_send (sendbuf, false, count, datatype, 0, schedule, false); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } res = NBC_Sched_recv (recvbuf, false, count, datatype, 0, schedule, false); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } if (0 == rank) { /* wait for data from the remote root */ res = NBC_Sched_barrier (schedule); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } /* get data from remote peers and reduce */ for (int rpeer = 1 ; rpeer < rsize ; ++rpeer) { res = NBC_Sched_recv (0, true, count, datatype, rpeer, schedule, true); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } res = NBC_Sched_op (recvbuf, false, 0, true, recvbuf, false, count, datatype, op, schedule, true); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } } /* exchange our result with the remote root (each root will broadcast to the other's peers) */ res = NBC_Sched_recv (0, true, count, datatype, 0, schedule, false); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } /* wait for data from remote root */ res = NBC_Sched_send (recvbuf, false, count, datatype, 0, schedule, true); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } /* broadcast the result to all remote peers */ for (int rpeer = 1 ; rpeer < rsize ; ++rpeer) { res = NBC_Sched_send (0, true, count, datatype, rpeer, schedule, false); if (OPAL_UNLIKELY(OMPI_SUCCESS != res)) { return res; } } } return OMPI_SUCCESS; }