Welcome to mirror list, hosted at ThFree Co, Russian Federation.

bootstrap.cc « src - github.com/marian-nmt/nccl.git - Unnamed repository; edit this file 'description' to name the repository.
summaryrefslogtreecommitdiff
blob: bd6ec99c6caa819669bbfc80f80cb40a434f412e (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
/*************************************************************************
 * Copyright (c) 2016-2020, 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>

/* Init functions */
static char bootstrapNetIfName[MAX_IF_NAME_SIZE+1];
static union socketAddress bootstrapNetIfAddr;
static int bootstrapNetInitDone = 0;
pthread_mutex_t bootstrapNetLock = PTHREAD_MUTEX_INITIALIZER;

ncclResult_t bootstrapNetInit() {
  if (bootstrapNetInitDone == 0) {
    pthread_mutex_lock(&bootstrapNetLock);
    if (bootstrapNetInitDone == 0) {
      char* env = getenv("NCCL_COMM_ID");
      if (env) {
        union socketAddress remoteAddr;
        if (GetSocketAddrFromString(&remoteAddr, env) != ncclSuccess) {
          WARN("Invalid NCCL_COMM_ID, please use format: <ipv4>:<port> or [<ipv6>]:<port> or <hostname>:<port>");
          return ncclInvalidArgument;
        }
        if (findInterfaceMatchSubnet(bootstrapNetIfName, &bootstrapNetIfAddr, &remoteAddr, MAX_IF_NAME_SIZE, 1) <= 0) {
          WARN("NET/Socket : No usable listening interface found");
          return ncclSystemError;
        }
      } else {
        int nIfs = findInterfaces(bootstrapNetIfName, &bootstrapNetIfAddr, MAX_IF_NAME_SIZE, 1);
        if (nIfs <= 0) {
          WARN("Bootstrap : no socket interface found");
          return ncclInternalError;
        }
      }
      char line[SOCKET_NAME_MAXLEN+MAX_IF_NAME_SIZE+2];
      sprintf(line, " %s:", bootstrapNetIfName);
      socketToString(&bootstrapNetIfAddr.sa, line+strlen(line));
      INFO(NCCL_INIT, "Bootstrap : Using%s", line);
      bootstrapNetInitDone = 1;
    }
    pthread_mutex_unlock(&bootstrapNetLock);
  }
  return ncclSuccess;
}

/* Socket Interface Selection type */
enum bootstrapInterface_t { findSubnetIf = -1, dontCareIf = -2 };

static ncclResult_t bootstrapNetAccept(int listenFd, int* recvFd) {
  struct sockaddr_in sockaddr;
  socklen_t socklen = sizeof(struct sockaddr_in);
  SYSCHECKVAL(accept(listenFd, (struct sockaddr*)&sockaddr, &socklen), "accept", *recvFd);
  return ncclSuccess;
}

// Additional sync functions
static ncclResult_t bootstrapNetSend(int fd, void* data, int size) {
  NCCLCHECK(socketSend(fd, &size, sizeof(int)));
  NCCLCHECK(socketSend(fd, data, size));
  return ncclSuccess;
}
static ncclResult_t bootstrapNetRecv(int fd, void* data, int size) {
  int recvSize;
  NCCLCHECK(socketRecv(fd, &recvSize, sizeof(int)));
  if (recvSize > size) {
    WARN("Message truncated : received %d bytes instead of %d\n", recvSize, size);
    return ncclInternalError;
  }
  NCCLCHECK(socketRecv(fd, data, std::min(recvSize, size)));
  return ncclSuccess;
}

struct extInfo {
  int rank;
  int nranks;
  union socketAddress extAddressListenRoot;
  union socketAddress extAddressListen;
};

#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* args) {
  int listenFd = (uint64_t)args;
  ncclResult_t res = ncclSuccess;
  int nranks = 0, c = 0;
  struct extInfo info;
  union socketAddress *rankAddresses = NULL;
  union socketAddress *rankAddressesRoot = NULL; // for initial rank <-> root information exchange
  union socketAddress *zero = NULL;
  NCCLCHECKGOTO(ncclCalloc(&zero, 1), res, out);
  setFilesLimit();

  TRACE(NCCL_INIT, "BEGIN");
  /* Receive addresses from all ranks */
  do {
    int tmpFd;
    NCCLCHECKGOTO(bootstrapNetAccept(listenFd, &tmpFd), res, out);
    NCCLCHECKGOTO(bootstrapNetRecv(tmpFd, &info, sizeof(info)), res, out);
    close(tmpFd);

    if (c == 0) {
      nranks = info.nranks;
      NCCLCHECKGOTO(ncclCalloc(&rankAddresses, nranks), res, out);
      NCCLCHECKGOTO(ncclCalloc(&rankAddressesRoot, 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, &rankAddressesRoot[info.rank], sizeof(union socketAddress)) != 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(rankAddressesRoot+info.rank, &info.extAddressListenRoot, sizeof(union socketAddress));
    memcpy(rankAddresses+info.rank, &info.extAddressListen, sizeof(union socketAddress));

    ++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;
    int tmpSendFd;
    NCCLCHECKGOTO(connectAddress(&tmpSendFd, rankAddressesRoot+r), res, out);
    NCCLCHECKGOTO(bootstrapNetSend(tmpSendFd, rankAddresses+next, sizeof(union socketAddress)), res, out);
    close(tmpSendFd);
  }
  TRACE(NCCL_INIT, "SENT OUT ALL %d HANDLES", nranks);

out:
  close(listenFd);
  if (rankAddresses) free(rankAddresses);
  if (rankAddressesRoot) free(rankAddressesRoot);
  if (zero) free(zero);

  TRACE(NCCL_INIT, "DONE");
  return NULL;
}

ncclResult_t bootstrapCreateRoot(ncclUniqueId* id, bool idFromEnv) {
  union socketAddress* connectAddr = (union socketAddress*) id;
  int listenFd;
  NCCLCHECK(createListenSocket(&listenFd, connectAddr));
  pthread_t thread;
  pthread_create(&thread, NULL, bootstrapRoot, (void*)(uint64_t)listenFd);
  return ncclSuccess;
}

ncclResult_t bootstrapGetUniqueId(ncclUniqueId* id) {
  static_assert(sizeof(union socketAddress) < sizeof(ncclUniqueId), "NetId does not fit inside ncclUniqueId");
  memset(id, 0, sizeof(ncclUniqueId));
  union socketAddress* connectAddr = (union socketAddress*) id;

  char* env = getenv("NCCL_COMM_ID");
  if (env) {
    INFO(NCCL_ENV, "NCCL_COMM_ID set by environment to %s", env);
    if (GetSocketAddrFromString(connectAddr, env) != ncclSuccess) {
      WARN("Invalid NCCL_COMM_ID, please use format: <ipv4>:<port> or [<ipv6>]:<port> or <hostname>:<port>");
      return ncclInvalidArgument;
    }
  } else {
    memcpy(id, &bootstrapNetIfAddr, sizeof(union socketAddress));
    NCCLCHECK(bootstrapCreateRoot(id, false));
  }

  return ncclSuccess;
}

struct unexConn {
  int peer;
  int fd;
  struct unexConn* next;
};

// Remote allocator state
struct remAllocState {
  int cudaDev;
  int listenFd;
  int stop;
};

struct extState {
  int extListenFd;
  int extRingRecvFd;
  int extRingSendFd;
  union socketAddress* peerCommAddresses;
  union socketAddress* peerAllocAddresses;
  struct unexConn* unexpectedConnections;
  int cudaDev;
  int rank;
  int nranks;

  // Intermediate memory allocation service
  struct remAllocState* allocState;
  pthread_t allocThread;
};

#define MAX_SEGMENTS 128

static ncclResult_t remoteAlloc(void** ptr, int fd) {
  size_t size;
  NCCLCHECK(socketRecv(fd, &size, sizeof(size_t)));
  cudaIpcMemHandle_t devIpc;
  NCCLCHECK(ncclCudaCalloc((char**)ptr, size));
  cudaError_t res = cudaIpcGetMemHandle(&devIpc, *ptr);
  if (res != cudaSuccess) {
    WARN("[Rem Allocator] cudaIpcGetMemHandle failed : %s", cudaGetErrorString(res));
    cudaFree(*ptr);
    CUDACHECK(res);
  }
  // The CUDA IPC
  NCCLCHECK(socketSend(fd, &devIpc, sizeof(cudaIpcMemHandle_t)));
  // And the direct pointer
  NCCLCHECK(socketSend(fd, ptr, sizeof(void*)));
  return ncclSuccess;
}

#include <poll.h>

// Service thread to allocate memory for other GPUs, used as intermediate step.
void* ncclRemoteMemAllocationService(void* args) {
  struct remAllocState* state = (struct remAllocState *) args;
  if (cudaSetDevice(state->cudaDev) != cudaSuccess) {
    WARN("[Rem Allocator] Failed to set CUDA device %d\n", state->cudaDev);
  }

  // Prepare poll descriptor
  void* segments[MAX_SEGMENTS];
  struct pollfd pollfds[MAX_SEGMENTS+1];
  for (int s=0; s<MAX_SEGMENTS; s++) segments[s] = NULL;
  for (int s=0; s<MAX_SEGMENTS; s++) {
    pollfds[s].fd = -1;
    pollfds[s].events = POLLHUP;
  }
  pollfds[MAX_SEGMENTS].fd = state->listenFd;
  pollfds[MAX_SEGMENTS].events = POLLIN;

  int nbuffers = 0;
  while (state->stop == 0 || (state->stop == 1 && nbuffers > 0)) {
    if (int error = poll(pollfds, MAX_SEGMENTS+1, 100/*ms*/) < 0) {
      WARN("[Rem Allocator] Poll failed with error %d", error);
      return NULL;
    }
    if (pollfds[MAX_SEGMENTS].revents) {
      int s = 0;
      while (segments[s] != NULL && s < MAX_SEGMENTS) s++;
      if (bootstrapNetAccept(pollfds[MAX_SEGMENTS].fd, &pollfds[s].fd) != ncclSuccess) {
        pollfds[s].fd = -1;
      } else {
        if (s == MAX_SEGMENTS || (remoteAlloc(segments+s, pollfds[s].fd) != ncclSuccess)) {
          WARN("[Rem Allocator] Allocation failed (segment %d, fd %d)", s, pollfds[s].fd);
          close(pollfds[s].fd);
          pollfds[s].fd = -1;
        } else {
          nbuffers++;
        }
      }
    }
    for (int s=0; s<MAX_SEGMENTS; s++) {
      if (pollfds[s].revents & POLLHUP) {
        if (cudaFree(segments[s]) != cudaSuccess) {
          WARN("[Rem Allocator] cudaFree %p failed", segments[s]);
        }
        segments[s] = NULL;
        close(pollfds[s].fd);
        pollfds[s].fd = -1;
        nbuffers--;
      }
    }
  }
  for (int s=0; s<MAX_SEGMENTS; s++) {
    if (segments[s]) cudaFree(segments[s]);
    close(pollfds[s].fd);
  }
  close(state->listenFd);
  free(state);
  return NULL;
}

ncclResult_t bootstrapRemAlloc(size_t size, int rank, void* commState, int* id, cudaIpcMemHandle_t* ipc, void** ptr) {
  struct extState* state = (struct extState*)commState;
  int fd;
  ncclResult_t res;
  *id = -1;
  NCCLCHECK(connectAddress(&fd, state->peerAllocAddresses+rank));
  NCCLCHECKGOTO(socketSend(fd, &size, sizeof(size_t)), res, end);
  NCCLCHECKGOTO(socketRecv(fd, ipc, sizeof(cudaIpcMemHandle_t)), res, end);
  NCCLCHECKGOTO(socketRecv(fd, ptr, sizeof(void*)), res, end);
  *id = fd;
end:
  return res;
}

ncclResult_t bootstrapRemFree(int id, int rank, void* commState) {
  SYSCHECK(close(id), "close");
  return ncclSuccess;
}

ncclResult_t bootstrapInit(ncclUniqueId * id, int rank, int nranks, void** commState) {
  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;
  int tmpSendFd, tmpRecvFd;

  int extListenFdRoot;
  memcpy(&info.extAddressListen,     &bootstrapNetIfAddr, sizeof(union socketAddress));
  memcpy(&info.extAddressListenRoot, &bootstrapNetIfAddr, sizeof(union socketAddress));
  NCCLCHECK(createListenSocket(&state->extListenFd, &info.extAddressListen));
  NCCLCHECK(createListenSocket(&extListenFdRoot, &info.extAddressListenRoot));

  // stagger connection times to avoid an overload of the root
  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
  union socketAddress* rootAddr = (union socketAddress*)id;
  NCCLCHECK(connectAddress(&tmpSendFd, rootAddr));
  NCCLCHECK(bootstrapNetSend(tmpSendFd, &info, sizeof(info)));
  close(tmpSendFd);

  // get info on my "next" rank in the bootstrap ring from root
  union socketAddress extAddressNext;
  NCCLCHECK(bootstrapNetAccept(extListenFdRoot, &tmpRecvFd));
  NCCLCHECK(bootstrapNetRecv(tmpRecvFd, &extAddressNext, sizeof(extAddressNext)));
  close(tmpRecvFd);
  close(extListenFdRoot);

  NCCLCHECK(connectAddress(&state->extRingSendFd, &extAddressNext));
  // Accept the connect request from the previous rank in the AllGather ring
  NCCLCHECK(bootstrapNetAccept(state->extListenFd, &state->extRingRecvFd));

  // AllGather all listen handlers
  NCCLCHECK(ncclCalloc(&state->peerCommAddresses, nranks));
  memcpy(state->peerCommAddresses+rank, &info.extAddressListen, sizeof(union socketAddress));
  NCCLCHECK(bootstrapAllGather(state, state->peerCommAddresses, sizeof(union socketAddress)));

  // Create the memory allocation service
  NCCLCHECK(ncclCalloc(&state->peerAllocAddresses, nranks));
  memcpy(state->peerAllocAddresses+rank, &bootstrapNetIfAddr, sizeof(union socketAddress));
  NCCLCHECK(ncclCalloc(&state->allocState, 1));
  CUDACHECK(cudaGetDevice(&state->allocState->cudaDev));
  NCCLCHECK(createListenSocket(&state->allocState->listenFd, state->peerAllocAddresses+rank));
  pthread_create(&state->allocThread, NULL, ncclRemoteMemAllocationService, state->allocState);
  NCCLCHECK(bootstrapAllGather(state, state->peerAllocAddresses, sizeof(union socketAddress)));

  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->extRingSendFd, data+sslice*size, size));
    // Recv slice from the left
    NCCLCHECK(bootstrapNetRecv(state->extRingRecvFd, 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;
  int tmpSendFd;
  NCCLCHECK(connectAddress(&tmpSendFd, state->peerCommAddresses+peer));
  NCCLCHECK(bootstrapNetSend(tmpSendFd, &state->rank, sizeof(int)));
  NCCLCHECK(bootstrapNetSend(tmpSendFd, data, size));
  close(tmpSendFd);
  return ncclSuccess;
}

ncclResult_t unexpectedEnqueue(struct extState* state, int peer, int fd) {
  // New unex
  struct unexConn* unex;
  NCCLCHECK(ncclCalloc(&unex, 1));
  unex->peer = peer;
  unex->fd = fd;

  // 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;
}

int 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;
      }
      int fd = elem->fd;
      free(elem);
      return fd;
    }
    prev = elem;
    elem = elem->next;
  }
  return -1;
}

// 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;

  int tmpRecvFd;

  // Search unexpected connections first
  if ((tmpRecvFd = unexpectedDequeue(state, peer)) != -1) {
    NCCLCHECK(bootstrapNetRecv(tmpRecvFd, ((char*)data), size));
    close(tmpRecvFd);
    return ncclSuccess;
  }

  // Then look for new connections
  while (1) {
    NCCLCHECK(bootstrapNetAccept(state->extListenFd, &tmpRecvFd));
    int newPeer;
    NCCLCHECK(bootstrapNetRecv(tmpRecvFd, &newPeer, sizeof(int)));
    if (newPeer == peer) {
      NCCLCHECK(bootstrapNetRecv(tmpRecvFd, ((char*)data), size));
      close(tmpRecvFd);
      return ncclSuccess;
    }
    // Unexpected connection. Save for later.
    NCCLCHECK(unexpectedEnqueue(state, newPeer, tmpRecvFd));
  }
}

ncclResult_t bootstrapClose(void* commState) {
  struct extState* state = (struct extState*)commState;
  if (state->unexpectedConnections != NULL) {
    WARN("Unexpected connections are not empty.\n");
    return ncclInternalError;
  }
  close(state->extListenFd);
  close(state->extRingSendFd);
  close(state->extRingRecvFd);

  state->allocState->stop = 1;

  // Join the allocThread so we catch resource leaks as being hung here
  // pthread_join(state->allocThread, nullptr);

  free(state->peerCommAddresses);
  free(state->peerAllocAddresses);
  free(state);

  return ncclSuccess;
}

ncclResult_t bootstrapAbort(void* commState) {
  struct extState* state = (struct extState*)commState;
  close(state->extListenFd);
  close(state->extRingSendFd);
  close(state->extRingRecvFd);
  state->allocState->stop = 2;
  free(state->peerCommAddresses);
  free(state->peerAllocAddresses);
  free(state);
  return ncclSuccess;
}