Merge remote-tracking branch 'nccl/master' into develop

This commit is contained in:
Wenkai Du
2022-09-09 01:20:52 +00:00
90 changed files with 5517 additions and 3115 deletions
+154 -78
View File
@@ -1,6 +1,6 @@
/*************************************************************************
* Copyright (c) 2016-2019, NVIDIA CORPORATION. All rights reserved.
* Modifications Copyright (c) 2019-2020 Advanced Micro Devices, Inc. All rights reserved.
* Copyright (c) 2015-2022, NVIDIA CORPORATION. All rights reserved.
* Modifications Copyright (c) 2019-2022 Advanced Micro Devices, Inc. All rights reserved.
*
* See LICENSE.txt for license information
************************************************************************/
@@ -216,20 +216,19 @@ static ncclResult_t selectTransport(struct ncclComm* comm, struct ncclTopoGraph*
struct ncclPeerInfo* peerInfo = comm->peerInfo+peer;
struct ncclConnector* connector = (type == 1) ? comm->channels[channelId].peers[peer].send + connIndex :
comm->channels[channelId].peers[peer].recv + connIndex;
// handle intra-node network connections
int n1 = -1, n2 = -1;
if (connIndex == NCCL_CONN_IDX_P2P_NET) {
NCCLCHECK(ncclTopoGetIntraNetDev(comm->topo, comm->rank, graph, channelId, (type == 1) ? 1 : 0, &n1));
NCCLCHECK(ncclTopoGetIntraNetDev(comm->topo, peer, graph, channelId, (type == 1) ? 0 : 1, &n2));
}
bool xgmi;
NCCLCHECK(ncclTopoGetLinkType(comm->topo, myInfo->cudaDev, peerInfo->cudaDev, &xgmi));
for (int t=0; t<NTRANSPORTS; t++) {
if (graph == NULL && connIndex == NCCL_CONN_IDX_P2P_NET && (t == TRANSPORT_SHM || (!xgmi && t == TRANSPORT_P2P))) continue;
if (graph && n1 >= 0 && n2 >= 0 && t != TRANSPORT_NET) continue;
struct ncclTransport *transport = ncclTransports+t;
struct ncclTransport *transport = ncclTransports[t];
struct ncclTransportComm* transportComm = type == 1 ? &transport->send : &transport->recv;
int ret = 0;
NCCLCHECK(transport->canConnect(&ret, comm->topo, graph, myInfo, peerInfo));
@@ -244,18 +243,19 @@ static ncclResult_t selectTransport(struct ncclComm* comm, struct ncclTopoGraph*
return ncclSystemError;
}
ncclResult_t ncclTransportP2pConnect(struct ncclComm* comm, struct ncclChannel* channel, int nrecv, int* peerRecv, int nsend, int* peerSend, int connIndex) {
ncclResult_t ncclTransportP2pConnect(struct ncclComm* comm, int channelId, int nrecv, int* peerRecv, int nsend, int* peerSend, int connIndex) {
TRACE(NCCL_INIT, "nsend %d nrecv %d", nsend, nrecv);
uint32_t mask = 1 << channel->id;
struct ncclChannel* channel = &comm->channels[channelId];
uint32_t mask = 1 << channelId;
for (int i=0; i<nrecv; i++) {
int peer = peerRecv[i];
if (peer == -1 || peer >= comm->nRanks || peer == comm->rank || channel->peers[peer].recv[connIndex].connected) continue;
comm->connectRecv[peer+comm->nRanks*connIndex] |= mask;
comm->connectRecv[peer+comm->nRanks*(connIndex == NCCL_CONN_IDX_P2P_NET ? NCCL_CONN_IDX_P2P_NET : 0)] |= mask;
}
for (int i=0; i<nsend; i++) {
int peer = peerSend[i];
if (peer == -1 || peer >= comm->nRanks || peer == comm->rank || channel->peers[peer].send[connIndex].connected) continue;
comm->connectSend[peer+comm->nRanks*connIndex] |= mask;
comm->connectSend[peer+comm->nRanks*(connIndex == NCCL_CONN_IDX_P2P_NET ? NCCL_CONN_IDX_P2P_NET : 0)] |= mask;
}
return ncclSuccess;
}
@@ -271,17 +271,18 @@ void dumpData(struct ncclConnect* data, int ndata) {
ncclResult_t ncclTransportP2pSetup(struct ncclComm* comm, struct ncclTopoGraph* graph, int connIndex, int* highestTransportType/*=NULL*/) {
// Stream used during transport setup; need for P2P pre-connect + CUDA Graph
int highestType = TRANSPORT_P2P; // track highest transport type
//hipStream_t transportSetupStream;
//CUDACHECK(hipStreamCreateWithFlags(&transportSetupStream, hipStreamNonBlocking));
int highestType = TRANSPORT_P2P; // track highest transport type
struct ncclConnect data[2*MAXCHANNELS];
for (int i=1; i<comm->nRanks; i++) {
int bootstrapTag = (i<<8) + (graph ? graph->id+1 : 0);
int recvPeer = (comm->rank - i + comm->nRanks) % comm->nRanks;
int sendPeer = (comm->rank + i) % comm->nRanks;
uint32_t recvMask = comm->connectRecv[recvPeer+comm->nRanks*connIndex];
uint32_t sendMask = comm->connectSend[sendPeer+comm->nRanks*connIndex];
uint32_t recvMask = comm->connectRecv[recvPeer+comm->nRanks*(connIndex == NCCL_CONN_IDX_P2P_NET ? NCCL_CONN_IDX_P2P_NET : 0)];
uint32_t sendMask = comm->connectSend[sendPeer+comm->nRanks*(connIndex == NCCL_CONN_IDX_P2P_NET ? NCCL_CONN_IDX_P2P_NET : 0)];
struct ncclConnect* recvData = data;
int sendChannels = 0, recvChannels = 0;
@@ -319,7 +320,7 @@ ncclResult_t ncclTransportP2pSetup(struct ncclComm* comm, struct ncclTopoGraph*
struct ncclConnector* conn = comm->channels[c].peers[sendPeer].send + connIndex;
//NCCLCHECK(conn->transportComm->connect(comm, sendData++, 1, comm->rank, conn));
conn->connected = 1;
//CUDACHECK(hipMemcpyAsync(comm->channels[c].devPeers[sendPeer].send+connIndex, conn, sizeof(struct ncclConnector), hipMemcpyHostToDevice, transportSetupStream));
//CUDACHECK(hipMemcpyAsync(&comm->channels[c].devPeers[sendPeer].send[connIndex], &conn->conn, sizeof(struct ncclConnInfo), hipMemcpyHostToDevice, transportSetupStream));
}
}
for (int c=0; c<MAXCHANNELS; c++) {
@@ -327,10 +328,10 @@ ncclResult_t ncclTransportP2pSetup(struct ncclComm* comm, struct ncclTopoGraph*
struct ncclConnector* conn = comm->channels[c].peers[recvPeer].recv + connIndex;
//NCCLCHECK(conn->transportComm->connect(comm, recvData++, 1, comm->rank, conn));
conn->connected = 1;
//CUDACHECK(hipMemcpyAsync(comm->channels[c].devPeers[recvPeer].recv+connIndex, conn, sizeof(struct ncclConnector), hipMemcpyHostToDevice, transportSetupStream));
//CUDACHECK(hipMemcpyAsync(&comm->channels[c].devPeers[recvPeer].recv[connIndex], &conn->conn, sizeof(struct ncclConnInfo), hipMemcpyHostToDevice, transportSetupStream));
}
}
comm->connectRecv[recvPeer+comm->nRanks*connIndex] = comm->connectSend[sendPeer+comm->nRanks*connIndex] = 0;
comm->connectRecv[recvPeer+comm->nRanks*(connIndex == NCCL_CONN_IDX_P2P_NET ? NCCL_CONN_IDX_P2P_NET : 0)] = comm->connectSend[sendPeer+comm->nRanks*(connIndex == NCCL_CONN_IDX_P2P_NET ? NCCL_CONN_IDX_P2P_NET : 0)] = 0;
}
//CUDACHECK(hipStreamSynchronize(transportSetupStream));
//CUDACHECK(hipStreamDestroy(transportSetupStream));
@@ -357,10 +358,6 @@ int ncclTransportCollNetSetup(struct ncclComm* comm, struct ncclTopoGraph* collN
// check if we can connect to collnet, whose root is the nranks-th rank
struct ncclPeerInfo *myInfo = comm->peerInfo+rank, *peerInfo = comm->peerInfo+nranks;
peerInfo->rank = nranks;
int support = 1;
if (isMaster) {
NCCLCHECK(collNetTransport.canConnect(&support, comm->topo, collNetGraph, myInfo, peerInfo));
}
// send master receives connect info from peer recv master
if (isMaster && type == collNetSend) {
@@ -370,14 +367,14 @@ int ncclTransportCollNetSetup(struct ncclComm* comm, struct ncclTopoGraph* collN
}
// select
struct ncclPeer* root = channel->peers+nranks;
struct ncclChannelPeer* root = channel->peers+nranks;
// connector index: 0 for recv, 1 for send
struct ncclConnector* conn = (type == collNetRecv) ? root->recv+type : root->send+type;
struct ncclTransportComm* transportComm = (type == collNetRecv) ? &(collNetTransport.recv) : &(collNetTransport.send);
conn->transportComm = transportComm;
// setup
struct ncclConnect myConnect;
if (isMaster && support) {
if (isMaster) {
NCCLCHECK(transportComm->setup(comm, collNetGraph, myInfo, peerInfo, &myConnect, conn, collNetGraphChannelId, type));
}
// prepare connect handles
@@ -407,11 +404,11 @@ int ncclTransportCollNetSetup(struct ncclComm* comm, struct ncclTopoGraph* collN
//if (isMaster) memcpy(masterConnects+rankInCollNet, &(sendrecvExchange.connect), sizeof(struct ncclConnect));
}
// connect
if (isMaster && support) {
if (isMaster) {
//NCCLCHECKGOTO(transportComm->connect(comm, masterConnects, nMasters, rankInCollNet, conn), res, cleanup);
struct ncclPeer* devRoot = channel->devPeers+nranks;
struct ncclConnector* devConn = (type == collNetRecv) ? devRoot->recv+type : devRoot->send+type;
//CUDACHECKGOTO(hipMemcpy(devConn, conn, sizeof(struct ncclConnector), hipMemcpyHostToDevice), res, cleanup);
struct ncclDevChannelPeer* devRoot = channel->devPeers+nranks;
struct ncclConnInfo* devConnInfo = (type == collNetRecv) ? devRoot->recv+type : devRoot->send+type;
//CUDACHECKGOTO(hipMemcpy(devConnInfo, &conn->conn, sizeof(struct ncclConnInfo), hipMemcpyHostToDevice), res, cleanup);
}
// recv side sends connect info to send side
if (isMaster && type == collNetRecv) {
@@ -420,7 +417,7 @@ int ncclTransportCollNetSetup(struct ncclComm* comm, struct ncclTopoGraph* collN
//NCCLCHECKGOTO(bootstrapSend(comm->bootstrap, masterPeer, collNetGraph->id, &sendrecvExchange, sizeof(sendrecvExchange)), res, cleanup);
TRACE(NCCL_INIT, "CollNet [recv] : rank %d collNetRank %d collNetNranks %d sent connect to rank %d", rank, rankInCollNet, nMasters, masterPeer);
}
if (support) fail = 0;
fail = 0;
cleanup:
if (allConnects != NULL) free(allConnects);
if (masterConnects != NULL) free(masterConnects);
@@ -449,21 +446,24 @@ ncclResult_t ncclTransportCollNetFree(struct ncclComm* comm) {
// Free collNet resources
for (int r=0; r<comm->nChannels; r++) {
struct ncclChannel* channel = comm->channels+r;
struct ncclPeer* peer = channel->peers+comm->nRanks;
struct ncclChannelPeer* peer = channel->peers+comm->nRanks;
for (int b=0; b<NCCL_MAX_CONNS; b++) {
struct ncclConnector* send = peer->send + b;
//if (send->transportResources && send->transportComm) NCCLCHECK(send->transportComm->free(send->transportResources));
//if (send->transportResources && send->transportComm) NCCLCHECK(send->transportComm->free(send));
send->transportResources = NULL; // avoid double free
}
for (int b=0; b<NCCL_MAX_CONNS; b++) {
struct ncclConnector* recv = peer->recv + b;
//if (recv->transportResources && recv->transportComm) NCCLCHECK(recv->transportComm->free(recv->transportResources));
//if (recv->transportResources && recv->transportComm) NCCLCHECK(recv->transportComm->free(recv));
recv->transportResources = NULL; // avoid double free
}
}
return ncclSuccess;
}
RCCL_PARAM(P2pNetDisable, "P2P_NET_DISABLE", 0);
RCCL_PARAM(PivotAlltoallEnable, "PIVOT_ALLTOALL_ENABLE", 0);
ncclResult_t initTransportsRank_1(struct ncclComm* comm, struct allGather3Data_t *allGather3Data,
struct ncclTopoGraph& treeGraph, struct ncclTopoGraph& ringGraph, struct ncclTopoGraph& collNetGraph) {
// We use 2 AllGathers
@@ -499,12 +499,15 @@ ncclResult_t initTransportsRank_1(struct ncclComm* comm, struct allGather3Data_t
comm->topo->nRanks = comm->nRanks;
// init netGdrLevel
comm->topo->netGdrLevel = -2;
// init Pivot A2A related fields
comm->topo->pivotA2AEnabled = false;
comm->topo->pivotA2ANumBiRings = 0;
// Compute paths between GPUs and NICs
NCCLCHECK(ncclTopoComputePaths(comm->topo, comm->peerInfo));
NCCLCHECK(ncclTopoComputePaths(comm->topo, comm));
// Remove inaccessible GPUs and unused NICs
NCCLCHECK(ncclTopoTrimSystem(comm->topo, comm));
// Recompute paths after trimming
NCCLCHECK(ncclTopoComputePaths(comm->topo, comm->peerInfo));
NCCLCHECK(ncclTopoComputePaths(comm->topo, comm));
// Init search
NCCLCHECK(ncclTopoSearchInit(comm->topo));
// Print final topology
@@ -571,39 +574,31 @@ ncclResult_t initTransportsRank_1(struct ncclComm* comm, struct allGather3Data_t
}
}
#if 0
{ // [RCCL] Check if clique-based kernels can be enabled and initialize CliqueManager
CliqueManager::cliqueMode_t cliqueMode = CliqueManager::CLIQUE_DISABLED;
if (comm->localRanks == comm->nRanks && comm->topo->nodes[GPU].nodes[0].gpu.gcn != 910)
{
if (hasPeerAccess)
{
if (intraProcRanks == nranks)
cliqueMode = CliqueManager::CLIQUE_SINGLE_PROCESS;
else
cliqueMode = CliqueManager::CLIQUE_SINGLE_NODE;
}
// For now, only enable clique-based kernels on nodes where all GPUs are XGMI connected
if (!allXgmi && !rcclParamCliqueIgnoreTopo())
{
INFO(NCCL_INIT, "Disabling clique-based kernels due to topology (ignore with RCCL_CLIQUE_IGNORE_TOPO)");
cliqueMode = CliqueManager::CLIQUE_DISABLED;
}
}
comm->cliqueManager = new CliqueManager(rank, nranks, cliqueMode);
NCCLCHECK(comm->cliqueManager->Init(commId, rootPid));
} // [/RCCL]
#endif
if (comm->rank == ncclParamGraphDumpFileRank()) {
struct ncclTopoGraph* graphs[3] = { &ringGraph, &treeGraph, &collNetGraph };
NCCLCHECK(ncclTopoDumpGraphs(comm->topo, 3, graphs));
}
// Determine local CollNet support before all-gather
if (ncclParamCollNetEnable() == 1 && collNetSupport() == 1 && collNetGraph.nChannels > 0) comm->collNetSupport = 1;
if (collNetSupport(comm)) {
char *collNetEnable = getenv("NCCL_COLLNET_ENABLE");
if (collNetEnable != NULL) {
INFO(NCCL_ALL, "NCCL_COLLNET_ENABLE set by environment to %s.", collNetEnable);
if (strcmp(collNetEnable, "1") == 0) {
comm->collNetSupport = 1;
}
}
}
if (comm->collNetSupport == 1 && collNetGraph.nChannels <= 0) comm->collNetSupport = 0;
if ((comm->topo->type & RCCL_TOPO_4P2H_ROME) && (comm->topo->type & RCCL_TOPO_GDR_ALL)) {
if (rcclParamP2pNetDisable() == 0) {
if (!(comm->topo->type & RCCL_TOPO_FORCE_INTRA)) comm->p2pNet = 1;
INFO(NCCL_INIT, "RCCL enabled same node P2P over network");
}
else
INFO(NCCL_INIT, "RCCL force disabled same node P2P over network");
}
// AllGather3 - begin
#if 0
struct ncclGraphInfo {
@@ -624,6 +619,7 @@ ncclResult_t initTransportsRank_1(struct ncclComm* comm, struct allGather3Data_t
struct ncclGraphInfo ring;
struct ncclGraphInfo collNet;
struct ncclTopoRanks topoRanks;
bool pivotA2AEnabled;
} *allGather3Data;
NCCLCHECK(ncclCalloc(&allGather3Data, nranks));
@@ -666,6 +662,7 @@ ncclResult_t initTransportsRank_1(struct ncclComm* comm, struct allGather3Data_t
allGather3Data[rank].collNet.typeIntra = collNetGraph.typeIntra;
allGather3Data[rank].collNet.typeInter = collNetGraph.typeInter;
allGather3Data[rank].collNetSupport = comm->collNetSupport;
allGather3Data[rank].pivotA2AEnabled = comm->topo->pivotA2AEnabled && rcclParamPivotAlltoallEnable();
comm->nChannels = (comm->topo->nodes[GPU].count != comm->topo->nRanks && comm->topo->nodes[NET].count)
? std::min(treeGraph.nChannels, ringGraph.nChannels) : ringGraph.nChannels;
@@ -758,6 +755,7 @@ ncclResult_t initTransportsRank_3(struct ncclComm* comm, struct allGather3Data_t
collNetGraph.typeIntra = std::max(allGather3Data[i].collNet.typeIntra, collNetGraph.typeIntra);
collNetGraph.typeInter = std::max(allGather3Data[i].collNet.typeInter, collNetGraph.typeInter);
comm->collNetSupport = std::min(allGather3Data[i].collNetSupport, comm->collNetSupport);
comm->topo->pivotA2AEnabled = comm->topo->pivotA2AEnabled && allGather3Data[i].pivotA2AEnabled;
}
comm->nChannels = treeGraph.nChannels = ringGraph.nChannels =
@@ -818,16 +816,16 @@ ncclResult_t initTransportsRank_3(struct ncclComm* comm, struct allGather3Data_t
struct ncclChannel* channel = comm->channels+c;
NCCLCHECKGOTO(setupChannel(comm, c, rank, nranks, rings+c*nranks), ret, affinity_restore);
if (comm->nRanks == 1) continue;
NCCLCHECKGOTO(ncclTransportP2pConnect(comm, channel, 1, &channel->ring.prev, 1, &channel->ring.next, 0), ret, affinity_restore);
NCCLCHECKGOTO(ncclTransportP2pConnect(comm, c, 1, &channel->ring.prev, 1, &channel->ring.next, 0), ret, affinity_restore);
}
NCCLCHECKGOTO(ncclTransportP2pSetup(comm, &ringGraph, 0), ret, affinity_restore);
if (ringGraph.nIntraChannels) {
if (ringGraph.nIntraChannels && rcclParamP2pNetDisable() == 0) {
comm->useIntraNet = 1;
// Connect NET for intranode use
for (int c=0; c<comm->nChannels; c++) {
struct ncclChannel* channel = comm->channels+c;
if (comm->nRanks == 1) continue;
NCCLCHECKGOTO(ncclTransportP2pConnect(comm, channel, 1, &channel->ring.prev, 1, &channel->ring.next, NCCL_CONN_IDX_P2P_NET), ret, affinity_restore);
NCCLCHECKGOTO(ncclTransportP2pConnect(comm, c, 1, &channel->ring.prev, 1, &channel->ring.next, NCCL_CONN_IDX_P2P_NET), ret, affinity_restore);
}
NCCLCHECKGOTO(ncclTransportP2pSetup(comm, &ringGraph, NCCL_CONN_IDX_P2P_NET), ret, affinity_restore);
}
@@ -838,8 +836,8 @@ ncclResult_t initTransportsRank_3(struct ncclComm* comm, struct allGather3Data_t
for (int c=0; c<comm->nChannels; c++) {
struct ncclChannel* channel = comm->channels+c;
if (comm->nRanks == 1) continue;
NCCLCHECKGOTO(ncclTransportP2pConnect(comm, channel, NCCL_MAX_TREE_ARITY, channel->tree.down, 1, &channel->tree.up, 0), ret, affinity_restore);
NCCLCHECKGOTO(ncclTransportP2pConnect(comm, channel, 1, &channel->tree.up, NCCL_MAX_TREE_ARITY, channel->tree.down, 0), ret, affinity_restore);
NCCLCHECKGOTO(ncclTransportP2pConnect(comm, c, NCCL_MAX_TREE_ARITY, channel->tree.down, 1, &channel->tree.up, 0), ret, affinity_restore);
NCCLCHECKGOTO(ncclTransportP2pConnect(comm, c, 1, &channel->tree.up, NCCL_MAX_TREE_ARITY, channel->tree.down, 0), ret, affinity_restore);
}
NCCLCHECKGOTO(ncclTransportP2pSetup(comm, &treeGraph, 0), ret, affinity_restore);
INFO(NCCL_INIT, "Connected all trees");
@@ -861,7 +859,7 @@ ncclResult_t initTransportsRank_3(struct ncclComm* comm, struct allGather3Data_t
for (int h=0; h<nHeads; h++) {
const int head = heads[h];
collNetSetupFail = ncclTransportCollNetSetup(comm, &collNetGraph, channel, head, head, h, collNetRecv);
if (!collNetSetupFail) collNetSetupFail = ncclTransportCollNetSetup(comm, &collNetGraph, channel, head, head, h, collNetSend);
collNetSetupFail += ncclTransportCollNetSetup(comm, &collNetGraph, channel, head, head, h, collNetSend);
}
// Verify CollNet setup across ranks after trying the first channel
if (c == 0) {
@@ -876,12 +874,12 @@ ncclResult_t initTransportsRank_3(struct ncclComm* comm, struct allGather3Data_t
int highestTransportType0, highestTransportType1;
for (int c=0; c<comm->nChannels; c++) {
struct ncclChannel* channelRecv = comm->channels+c;
NCCLCHECKGOTO(ncclTransportP2pConnect(comm, channelRecv, NCCL_MAX_DIRECT_ARITY, channelRecv->collTree.up, NCCL_MAX_DIRECT_ARITY, channelRecv->collTree.down, 0), ret, collnet_cleanup);
NCCLCHECKGOTO(ncclTransportP2pConnect(comm, c, NCCL_MAX_DIRECT_ARITY, channelRecv->collTree.up, NCCL_MAX_DIRECT_ARITY, channelRecv->collTree.down, 0), ret, collnet_cleanup);
}
NCCLCHECKGOTO(ncclTransportP2pSetup(comm, &collNetGraph, 0, &highestTransportType0), ret, collnet_cleanup);
for (int c=0; c<comm->nChannels; c++) {
struct ncclChannel* channelSend = comm->channels+c;
NCCLCHECKGOTO(ncclTransportP2pConnect(comm, channelSend, NCCL_MAX_DIRECT_ARITY, channelSend->collTree.down, NCCL_MAX_DIRECT_ARITY, channelSend->collTree.up, 1), ret, collnet_cleanup);
NCCLCHECKGOTO(ncclTransportP2pConnect(comm, c, NCCL_MAX_DIRECT_ARITY, channelSend->collTree.down, NCCL_MAX_DIRECT_ARITY, channelSend->collTree.up, 1), ret, collnet_cleanup);
}
NCCLCHECKGOTO(ncclTransportP2pSetup(comm, &collNetGraph, 1, &highestTransportType1), ret, collnet_cleanup);
@@ -919,6 +917,52 @@ collnet_cleanup:
// Compute nChannels per peer for p2p
NCCLCHECK(ncclTopoComputeP2pChannels(comm));
#if 0
do { // Setup p2p structures in comm->tasks
struct ncclTasks* tasks = &comm->tasks;
int nRanks = comm->nRanks;
int node = comm->node;
int nNodes = comm->nNodes;
struct ncclNodeRanks *nodeRanks = comm->nodeRanks;
int localRank = comm->localRank;
tasks->peers = ncclMemoryStackAlloc<ncclTasks::Peer>(&comm->memPermanent, nRanks);
tasks->p2pSendOrder = ncclMemoryStackAlloc<int>(&comm->memPermanent, nRanks);
tasks->p2pRecvOrder = ncclMemoryStackAlloc<int>(&comm->memPermanent, nRanks);
int s=0, r=0;
// schedule delta 0, +1, -1, +2, -2, ...
// also make sure we don't do 0 twice, nor +n/2 and -n/2 if n is even.
for (int d=0; d <= nNodes/4; d++) {
int deltas[4] = { d, (nNodes-d)%nNodes, nNodes/2-d, (nNodes-(nNodes/2-d))%nNodes };
int index = 0;
int delta = deltas[index];
sched_delta:
int recvNode = (node+nNodes-delta)%nNodes;
int sendNode = (node+delta)%nNodes;
int steps = comm->maxLocalRanks;
for (int step=0; step < steps; step++) {
int recvIndex = (localRank-step+steps)%steps;
if (recvIndex < nodeRanks[recvNode].localRanks) {
tasks->p2pRecvOrder[r] = nodeRanks[recvNode].localRankToRank[recvIndex];
r++;
}
int sendIndex = (localRank+step)%steps;
if (sendIndex < nodeRanks[sendNode].localRanks) {
tasks->p2pSendOrder[s] = nodeRanks[sendNode].localRankToRank[sendIndex];
s++;
}
}
index++;
if (index == 1 && deltas[1] == deltas[0]) index++;
if (index == 2 && deltas[2] == deltas[0]) index++;
if (index == 3 && deltas[3] == deltas[2]) index++;
if (index == 3 && deltas[3] == deltas[1]) index++;
if (index < 4) {
delta = deltas[index];
goto sched_delta;
}
}
assert(s == nRanks && r == nRanks);
} while (0);
if (ncclParamNvbPreconnect()) {
// Connect p2p when using NVB path
int nvbNpeers;
@@ -926,18 +970,17 @@ collnet_cleanup:
NCCLCHECK(ncclTopoGetNvbGpus(comm->topo, comm->rank, &nvbNpeers, &nvbPeers));
for (int r=0; r<nvbNpeers; r++) {
int peer = nvbPeers[r];
int delta = (comm->nRanks + (comm->rank-peer)) % comm->nRanks;
int channelId;
for (int c=0; c<comm->p2pnChannelsPerPeer; c++) {
int channelId = (delta+comm->p2pChannels[c]) % comm->p2pnChannels;
if (comm->channels[channelId].peers[peer].recv[1].connected == 0) { // P2P uses only 1 connector
comm->connectRecv[peer] |= (1<<channelId);
NCCLCHECK(ncclChannelCompute(comm, peer, c, ncclFuncSend, &channelId));
if (comm->channels[channelId].peers[peer].send[1].connected == 0) {
comm->connectSend[peer] |= (1<<channelId);
}
}
delta = (comm->nRanks - (comm->rank-peer)) % comm->nRanks;
for (int c=0; c<comm->p2pnChannelsPerPeer; c++) {
int channelId = (delta+comm->p2pChannels[c]) % comm->p2pnChannels;
if (comm->channels[channelId].peers[peer].send[1].connected == 0) { // P2P uses only 1 connector
comm->connectSend[peer] |= (1<<channelId);
NCCLCHECK(ncclChannelCompute(comm, peer, c, ncclFuncRecv, &channelId));
if (comm->channels[channelId].peers[peer].recv[1].connected == 0) {
comm->connectRecv[peer] |= (1<<channelId);
}
}
}
@@ -947,18 +990,17 @@ collnet_cleanup:
#endif
// Connect to local net proxy
struct ncclProxyConnector proxyConn;
NCCLCHECK(ncclTopoGetLocalRank(comm->topo, comm->rank, &proxyConn.localRank));
//NCCLCHECK(ncclProxyConnect(comm, TRANSPORT_NET, 1, comm->rank, &proxyConn));
//NCCLCHECK(ncclProxyCall(&proxyConn, ncclProxyMsgSharedInit, &comm->p2pnChannels, sizeof(int), NULL, 0));
// Then to remote ones when using PXN
if (ncclPxnDisable() == 0) {
if (ncclPxnDisable(comm) == 0) {
int nranks;
int* pxnPeers;
NCCLCHECK(ncclTopoGetPxnRanks(comm, &pxnPeers, &nranks));
for (int r=0; r<nranks; r++) {
//NCCLCHECK(ncclProxyConnect(comm, TRANSPORT_NET, 1, pxnPeers[r], &proxyConn));
//NCCLCHECK(ncclProxyCall(&proxyConn, ncclProxyMsgSharedInit, &comm->p2pnChannels, sizeof(int), NULL, 0));
// NCCLCHECK(ncclProxyCall(&proxyConn, ncclProxyMsgSharedInit, &comm->p2pnChannels, sizeof(int), NULL, 0));
}
free(pxnPeers);
}
@@ -973,6 +1015,10 @@ collnet_cleanup:
if (intraProcRanks == 0) intraProcRank0 = i;
if (i == rank) intraProcRank = intraProcRanks;
intraProcRanks++;
if (intraProcRank0 == rank && rank != i) {
comm->peerInfo[i].comm->intraNext = comm->intraNext;
comm->intraNext = comm->peerInfo[i].comm;
}
}
}
TRACE(NCCL_INIT,"pidHash[%d] %lx intraProcRank %d intraProcRanks %d intraProcRank0 %d",
@@ -983,14 +1029,40 @@ collnet_cleanup:
intraProcRank, intraProcRanks, intraProcRank0);
return ncclInternalError;
}
//NCCLCHECK(ncclCommSetIntraProc(comm, intraProcRank, intraProcRanks, comm->peerInfo[intraProcRank0].comm));
struct ncclComm* comm0 = comm->peerInfo[intraProcRank0].comm;
assert(intraProcRank==0 ? comm==comm0 : true);
comm->intraComm0 = comm0;
comm->intraRefs = intraProcRank==0 ? intraProcRanks : 0;
comm->intraRank = intraProcRank;
comm->intraRanks = intraProcRanks;
comm->intraBarrierPhase = 0;
comm->intraBarrierCounter = 0;
comm->intraBarrierGate = 0;
} while(0);
#if 0
if (comm->intraRank == 0) { // Load ncclParamLaunchMode
char* str = getenv("NCCL_LAUNCH_MODE");
enum ncclLaunchMode mode, modeOld;
if (str && strcasecmp(str, "GROUP") == 0) {
mode = ncclLaunchModeGroup;
} else {
mode = ncclLaunchModeParallel;
}
// In theory we could be racing with other communicators not associated with
// this one if the user is connecting to multiple ncclUniqueId's concurrently.
modeOld = __atomic_exchange_n(&ncclParamLaunchMode, mode, __ATOMIC_RELAXED);
if (modeOld == ncclLaunchModeInvalid && str && str[0]!='\0') {
INFO(NCCL_ENV, "NCCL_LAUNCH_MODE set by environment to %s", mode == ncclLaunchModeParallel ? "PARALLEL" : "GROUP");
}
}
/* Local intra-node barrier */
//NCCLCHECK(bootstrapBarrier(comm->bootstrap, comm->localRankToRank, comm->localRank, comm->localRanks, comm->localRankToRank[0]));
// Unlink proxy shm to make sure it will be properly cleaned up.
//NCCLCHECK(ncclProxyShmUnlink(comm));
NCCLCHECK(ncclProxyShmUnlink(comm));
#endif
// We should have allocated all buffers, collective fifos, ... we can
// restore the affinity.
@@ -1013,3 +1085,7 @@ ncclResult_t rocm_smi_getDeviceIndexByPciBusId(const char* pciBusId, uint32_t* d
ncclResult_t rocm_smi_getLinkInfo(int srcDev, int dstDev, RSMI_IO_LINK_TYPE* rsmi_type, int *hops, int *bw) {
return ncclSuccess;
}
int ncclNetVersion(struct ncclComm* comm) {
return 4;
}