Files
rocm-systems/src/bootstrap.cc
T
Sylvain Jeaugey 299c554dcc 2.5.6-1 (#255)
Add LL128 Protocol.

Rewrite the topology detection and tree/ring creation (#179). Improve
tree performance by sending/receiving from different GPUs. Add
model-based tuning to switch between the different algorithms and
protocols.

Rework P2P/SHM detection in containers (#155, #248).

Detect duplicated devices and return an error (#231).

Add tuning for GCP
2019-11-19 14:57:39 -08:00

460 строки
16 KiB
C++

/*************************************************************************
* Copyright (c) 2016-2019, NVIDIA CORPORATION. All rights reserved.
*
* See LICENSE.txt for license information
************************************************************************/
#include "nccl.h"
#include "core.h"
#include "utils.h"
#include "bootstrap.h"
#include "net.h"
#include "socket.h"
#include <unistd.h>
#include <sys/types.h>
struct bootstrapNetComm {
int fd;
};
/* Init functions */
static char bootstrapNetIfNames[MAX_IF_NAME_SIZE*MAX_IFS];
static union socketAddress bootstrapNetIfAddrs[MAX_IFS];
static int bootstrapNetIfs = -1;
pthread_mutex_t bootstrapNetLock = PTHREAD_MUTEX_INITIALIZER;
ncclResult_t bootstrapNetInit() {
if (bootstrapNetIfs == -1) {
pthread_mutex_lock(&bootstrapNetLock);
if (bootstrapNetIfs == -1) {
bootstrapNetIfs = findInterfaces(bootstrapNetIfNames, bootstrapNetIfAddrs, MAX_IF_NAME_SIZE, MAX_IFS);
if (bootstrapNetIfs <= 0) {
WARN("Bootstrap : no socket interface found");
return ncclInternalError;
} else {
char line[1024];
char addrline[1024];
line[0] = '\0';
for (int i=0; i<bootstrapNetIfs; i++) {
snprintf(line+strlen(line), 1023-strlen(line), " [%d]%s:%s", i, bootstrapNetIfNames+i*MAX_IF_NAME_SIZE,
socketToString(&bootstrapNetIfAddrs[i].sa, addrline));
}
line[1023] = '\0';
INFO(NCCL_INIT, "Bootstrap : Using%s", line);
}
}
pthread_mutex_unlock(&bootstrapNetLock);
}
return ncclSuccess;
}
static ncclResult_t bootstrapNetNewComm(struct bootstrapNetComm** comm) {
NCCLCHECK(ncclCalloc(comm, 1));
(*comm)->fd = -1;
return ncclSuccess;
}
static ncclResult_t bootstrapNetGetSocketAddr(int dev, union socketAddress* addr) {
if (dev >= bootstrapNetIfs) return ncclInternalError;
memcpy(addr, bootstrapNetIfAddrs+dev, sizeof(*addr));
return ncclSuccess;
}
/* Socket Interface Selection type */
enum bootstrapInterface_t { findSubnetIf = -1, dontCareIf = -2 };
static ncclResult_t bootstrapNetListen(int dev, ncclNetHandle_t* netHandle, void** listenComm) {
union socketAddress* connectAddr = (union socketAddress*) netHandle;
static_assert(sizeof(union socketAddress) < NCCL_NET_HANDLE_MAXSIZE, "union socketAddress size is too large");
// if dev >= 0, listen based on dev
if (dev >= 0) {
NCCLCHECK(bootstrapNetGetSocketAddr(dev, connectAddr));
} else if (dev == findSubnetIf) {
// handle stores a remote address
// need to find a local addr that is in the same network as the remote addr
union socketAddress localAddr;
char ifName[MAX_IF_NAME_SIZE];
if (findInterfaceMatchSubnet(ifName, &localAddr, connectAddr, MAX_IF_NAME_SIZE, 1) <= 0) {
WARN("NET/Socket : No usable listening interface found");
return ncclSystemError;
}
// pass the local address back
memcpy(connectAddr, &localAddr, sizeof(localAddr));
} // Otherwise, handle stores a local address
struct bootstrapNetComm* comm;
NCCLCHECK(bootstrapNetNewComm(&comm));
NCCLCHECK(createListenSocket(&comm->fd, connectAddr));
*listenComm = comm;
return ncclSuccess;
}
static ncclResult_t bootstrapNetConnect(int dev, ncclNetHandle_t* netHandle, void** sendComm) {
union socketAddress* connectAddr = (union socketAddress*) netHandle;
struct bootstrapNetComm* comm;
NCCLCHECK(bootstrapNetNewComm(&comm));
NCCLCHECK(connectAddress(&comm->fd, connectAddr));
*sendComm = comm;
return ncclSuccess;
}
static ncclResult_t bootstrapNetAccept(void* listenComm, void** recvComm) {
struct bootstrapNetComm* lComm = (struct bootstrapNetComm*)listenComm;
struct bootstrapNetComm* rComm;
NCCLCHECK(bootstrapNetNewComm(&rComm));
struct sockaddr_in sockaddr;
socklen_t socklen = sizeof(struct sockaddr_in);
SYSCHECKVAL(accept(lComm->fd, (struct sockaddr*)&sockaddr, &socklen), "accept", rComm->fd);
*recvComm = rComm;
return ncclSuccess;
}
static ncclResult_t bootstrapNetClose(void* opaqueComm) {
struct bootstrapNetComm* comm = (struct bootstrapNetComm*)opaqueComm;
if (comm) {
close(comm->fd);
free(comm);
}
return ncclSuccess;
}
static ncclResult_t bootstrapNetCloseSend(void* sendComm) { NCCLCHECK(bootstrapNetClose(sendComm)); return ncclSuccess; }
static ncclResult_t bootstrapNetCloseRecv(void* recvComm) { NCCLCHECK(bootstrapNetClose(recvComm)); return ncclSuccess; }
static ncclResult_t bootstrapNetCloseListen(void* listenComm) { NCCLCHECK(bootstrapNetClose(listenComm)); return ncclSuccess; }
// Additional sync functions
static ncclResult_t bootstrapNetSend(void* sendComm, void* data, int size) {
struct bootstrapNetComm* comm = (struct bootstrapNetComm*)sendComm;
NCCLCHECK(socketSend(comm->fd, &size, sizeof(int)));
NCCLCHECK(socketSend(comm->fd, data, size));
return ncclSuccess;
}
static ncclResult_t bootstrapNetRecv(void* recvComm, void* data, int size) {
struct bootstrapNetComm* comm = (struct bootstrapNetComm*)recvComm;
int recvSize;
NCCLCHECK(socketReceive(comm->fd, &recvSize, sizeof(int)));
if (recvSize > size) {
WARN("Message truncated : received %d bytes instead of %d\n", recvSize, size);
return ncclInternalError;
}
NCCLCHECK(socketReceive(comm->fd, data, std::min(recvSize, size)));
return ncclSuccess;
}
ncclResult_t bootstrapNetCreateHandle(ncclNetHandle_t* netHandle, const char* str) {
union socketAddress* connectAddr = (union socketAddress*) netHandle;
NCCLCHECK(GetSocketAddrFromString(connectAddr, str));
return ncclSuccess;
}
struct extInfo {
int rank;
int nranks;
ncclNetHandle_t extHandleListenRoot;
ncclNetHandle_t extHandleListen;
};
#include <sys/resource.h>
static ncclResult_t setFilesLimit() {
struct rlimit filesLimit;
SYSCHECK(getrlimit(RLIMIT_NOFILE, &filesLimit), "getrlimit");
filesLimit.rlim_cur = filesLimit.rlim_max;
SYSCHECK(setrlimit(RLIMIT_NOFILE, &filesLimit), "setrlimit");
return ncclSuccess;
}
static void *bootstrapRoot(void* listenComm) {
struct extInfo info;
ncclNetHandle_t *rankHandles = NULL;
ncclNetHandle_t *rankHandlesRoot = NULL; // for initial rank <-> root information exchange
ncclNetHandle_t zero = { 0 }; // for sanity checking
void* tmpComm;
ncclResult_t res;
setFilesLimit();
TRACE(NCCL_INIT, "BEGIN");
/* Receive addresses from all ranks */
int nranks = 0, c = 0;
do {
NCCLCHECKGOTO(bootstrapNetAccept(listenComm, &tmpComm), res, out);
NCCLCHECKGOTO(bootstrapNetRecv(tmpComm, &info, sizeof(info)), res, out);
NCCLCHECKGOTO(bootstrapNetCloseRecv(tmpComm), res, out);
if (c == 0) {
nranks = info.nranks;
NCCLCHECKGOTO(ncclCalloc(&rankHandles, nranks), res, out);
NCCLCHECKGOTO(ncclCalloc(&rankHandlesRoot, nranks), res, out);
}
if (nranks != info.nranks) {
WARN("Bootstrap Root : mismatch in rank count from procs %d : %d", nranks, info.nranks);
goto out;
}
if (memcmp(&zero, &rankHandlesRoot[info.rank], sizeof(ncclNetHandle_t)) != 0) {
WARN("Bootstrap Root : rank %d of %d ranks has already checked in", info.rank, nranks);
goto out;
}
// Save the connection handle for that rank
memcpy(rankHandlesRoot+info.rank, info.extHandleListenRoot, sizeof(ncclNetHandle_t));
memcpy(rankHandles+info.rank, info.extHandleListen, sizeof(ncclNetHandle_t));
++c;
TRACE(NCCL_INIT, "Received connect from rank %d total %d/%d", info.rank, c, nranks);
} while (c < nranks);
TRACE(NCCL_INIT, "COLLECTED ALL %d HANDLES", nranks);
// Send the connect handle for the next rank in the AllGather ring
for (int r=0; r<nranks; ++r) {
int next = (r+1) % nranks;
void *tmpSendComm;
NCCLCHECKGOTO(bootstrapNetConnect(0, rankHandlesRoot+r, &tmpSendComm), res, out);
NCCLCHECKGOTO(bootstrapNetSend(tmpSendComm, rankHandles+next, sizeof(ncclNetHandle_t)), res, out);
NCCLCHECKGOTO(bootstrapNetCloseSend(tmpSendComm), res, out);
}
TRACE(NCCL_INIT, "SENT OUT ALL %d HANDLES", nranks);
out:
bootstrapNetCloseListen(listenComm);
if (rankHandles) free(rankHandles);
if (rankHandlesRoot) free(rankHandlesRoot);
TRACE(NCCL_INIT, "DONE");
return NULL;
}
ncclResult_t bootstrapCreateRoot(ncclUniqueId* id, bool idFromEnv) {
ncclNetHandle_t* netHandle = (ncclNetHandle_t*) id;
void* listenComm;
NCCLCHECK(bootstrapNetListen(idFromEnv ? dontCareIf : 0, netHandle, &listenComm));
pthread_t thread;
pthread_create(&thread, NULL, bootstrapRoot, listenComm);
return ncclSuccess;
}
ncclResult_t bootstrapGetUniqueId(ncclUniqueId* id) {
static_assert(sizeof(ncclNetHandle_t) < sizeof(ncclUniqueId), "NetId does not fit inside ncclUniqueId");
memset(id, 0, sizeof(ncclUniqueId));
ncclNetHandle_t* netHandle = (ncclNetHandle_t*) id;
char* env = getenv("NCCL_COMM_ID");
if (env) {
if (bootstrapNetCreateHandle(netHandle, env) != 0) {
WARN("Invalid NCCL_COMM_ID, please use format: <ipv4>:<port> or [<ipv6>]:<port> or <hostname>:<port>");
return ncclInvalidArgument;
}
} else {
NCCLCHECK(bootstrapCreateRoot(id, false));
}
return ncclSuccess;
}
struct unexConn {
int peer;
void* comm;
struct unexConn* next;
};
struct extState {
void* extBstrapListenComm;
void* extBstrapRingRecvComm;
void* extBstrapRingSendComm;
ncclNetHandle_t* peerBstrapHandles;
struct unexConn* unexpectedConnections;
int rank;
int nranks;
int dev;
};
ncclResult_t bootstrapInit(ncclUniqueId * id, int rank, int nranks, void** commState) {
ncclNetHandle_t* netHandle = (ncclNetHandle_t*) id;
bool idFromEnv = getenv("NCCL_COMM_ID") != NULL;
struct extState* state;
NCCLCHECK(ncclCalloc(&state, 1));
state->rank = rank;
state->nranks = nranks;
*commState = state;
TRACE(NCCL_INIT, "rank %d nranks %d", rank, nranks);
struct extInfo info = { 0 };
info.rank = rank;
info.nranks = nranks;
void *tmpSendComm, *tmpRecvComm;
// Pass the remote address to listen via info
if (idFromEnv) {
memcpy(&info.extHandleListen, netHandle, sizeof(ncclNetHandle_t));
memcpy(&info.extHandleListenRoot, netHandle, sizeof(ncclNetHandle_t));
}
// listen will return the local address via info (specify interface type 'findSubnetIf')
state->dev = idFromEnv ? findSubnetIf : 0;
void* extBstrapListenCommRoot;
NCCLCHECK(bootstrapNetListen(state->dev, &info.extHandleListen, &state->extBstrapListenComm));
NCCLCHECK(bootstrapNetListen(state->dev, &info.extHandleListenRoot, &extBstrapListenCommRoot));
// stagger connection times to avoid an overload of the root at very high rank counts
if (nranks > 128) {
long msec = rank;
struct timespec tv;
tv.tv_sec = msec / 1000;
tv.tv_nsec = 1000000 * (msec % 1000);
TRACE(NCCL_INIT, "rank %d delaying connection to root by %ld msec", rank, msec);
(void) nanosleep(&tv, NULL);
}
// send info on my listening socket to root
NCCLCHECK(bootstrapNetConnect(state->dev, netHandle, &tmpSendComm));
NCCLCHECK(bootstrapNetSend(tmpSendComm, &info, sizeof(info)));
NCCLCHECK(bootstrapNetCloseSend(tmpSendComm));
// get info on my "next" rank in the bootstrap ring from root
ncclNetHandle_t extHandleNext;
NCCLCHECK(bootstrapNetAccept(extBstrapListenCommRoot, &tmpRecvComm));
NCCLCHECK(bootstrapNetRecv(tmpRecvComm, &extHandleNext, sizeof(extHandleNext)));
NCCLCHECK(bootstrapNetCloseRecv(tmpRecvComm));
NCCLCHECK(bootstrapNetCloseListen(extBstrapListenCommRoot));
NCCLCHECK(bootstrapNetConnect(state->dev, &extHandleNext, &state->extBstrapRingSendComm));
// Accept the connect request from the previous rank in the AllGather ring
NCCLCHECK(bootstrapNetAccept(state->extBstrapListenComm, &state->extBstrapRingRecvComm));
// AllGather all listen handlers
NCCLCHECK(ncclCalloc(&state->peerBstrapHandles, nranks));
memcpy(state->peerBstrapHandles+rank, info.extHandleListen, sizeof(ncclNetHandle_t));
NCCLCHECK(bootstrapAllGather(state, state->peerBstrapHandles, sizeof(ncclNetHandle_t)));
TRACE(NCCL_INIT, "rank %d nranks %d - DONE", rank, nranks);
return ncclSuccess;
}
ncclResult_t bootstrapAllGather(void* commState, void* allData, int size) {
struct extState* state = (struct extState*)commState;
char* data = (char*)allData;
int rank = state->rank;
int nranks = state->nranks;
TRACE(NCCL_INIT, "rank %d nranks %d size %d", rank, nranks, size);
/* Simple ring based AllGather
* At each step i receive data from (rank-i-1) from left
* and send previous step's data from (rank-i) to right
*/
for (int i=0; i<nranks-1; i++) {
size_t rslice = (rank - i - 1 + nranks) % nranks;
size_t sslice = (rank - i + nranks) % nranks;
// Send slice to the right
NCCLCHECK(bootstrapNetSend(state->extBstrapRingSendComm, data+sslice*size, size));
// Recv slice from the left
NCCLCHECK(bootstrapNetRecv(state->extBstrapRingRecvComm, data+rslice*size, size));
}
TRACE(NCCL_INIT, "rank %d nranks %d size %d - DONE", rank, nranks, size);
return ncclSuccess;
}
ncclResult_t bootstrapSend(void* commState, int peer, void* data, int size) {
struct extState* state = (struct extState*)commState;
void* tmpSendComm;
NCCLCHECK(bootstrapNetConnect(state->dev, state->peerBstrapHandles+peer, &tmpSendComm));
NCCLCHECK(bootstrapNetSend(tmpSendComm, &state->rank, sizeof(int)));
NCCLCHECK(bootstrapNetSend(tmpSendComm, data, size));
NCCLCHECK(bootstrapNetCloseSend(tmpSendComm));
return ncclSuccess;
}
ncclResult_t unexpectedEnqueue(struct extState* state, int peer, void* comm) {
// New unex
struct unexConn* unex;
NCCLCHECK(ncclCalloc(&unex, 1));
unex->peer = peer;
unex->comm = comm;
// Enqueue
struct unexConn* list = state->unexpectedConnections;
if (list == NULL) {
state->unexpectedConnections = unex;
return ncclSuccess;
}
while (list->next) list = list->next;
list->next = unex;
return ncclSuccess;
}
void* unexpectedDequeue(struct extState* state, int peer) {
struct unexConn* elem = state->unexpectedConnections;
struct unexConn* prev = NULL;
while (elem) {
if (elem->peer == peer) {
if (prev == NULL) {
state->unexpectedConnections = elem->next;
} else {
prev->next = elem->next;
}
void* comm = elem->comm;
free(elem);
return comm;
}
prev = elem;
elem = elem->next;
}
return NULL;
}
// We can't know who we'll receive from, so we need to receive everything at once
ncclResult_t bootstrapRecv(void* commState, int peer, void* data, int size) {
struct extState* state = (struct extState*)commState;
void* tmpRecvComm;
// Search unexpected connections first
if ((tmpRecvComm = unexpectedDequeue(state, peer)) != NULL) {
NCCLCHECK(bootstrapNetRecv(tmpRecvComm, ((char*)data), size));
NCCLCHECK(bootstrapNetCloseRecv(tmpRecvComm));
return ncclSuccess;
}
// Then look for new connections
while (1) {
NCCLCHECK(bootstrapNetAccept(state->extBstrapListenComm, &tmpRecvComm));
int newPeer;
NCCLCHECK(bootstrapNetRecv(tmpRecvComm, &newPeer, sizeof(int)));
if (newPeer == peer) {
NCCLCHECK(bootstrapNetRecv(tmpRecvComm, ((char*)data), size));
NCCLCHECK(bootstrapNetCloseRecv(tmpRecvComm));
return ncclSuccess;
}
// Unexpected connection. Save for later.
NCCLCHECK(unexpectedEnqueue(state, newPeer, tmpRecvComm));
}
}
ncclResult_t bootstrapClose(void* commState) {
struct extState* state = (struct extState*)commState;
if (state->unexpectedConnections != NULL) {
WARN("Unexpected connections are not empty.\n");
return ncclInternalError;
}
NCCLCHECK(bootstrapNetCloseListen(state->extBstrapListenComm));
NCCLCHECK(bootstrapNetCloseSend(state->extBstrapRingSendComm));
NCCLCHECK(bootstrapNetCloseRecv(state->extBstrapRingRecvComm));
free(state->peerBstrapHandles);
free(state);
return ncclSuccess;
}
ncclResult_t bootstrapAbort(void* commState) {
struct extState* state = (struct extState*)commState;
bootstrapNetCloseListen(state->extBstrapListenComm);
bootstrapNetCloseSend(state->extBstrapRingSendComm);
bootstrapNetCloseRecv(state->extBstrapRingRecvComm);
free(state->peerBstrapHandles);
free(state);
return ncclSuccess;
}