replace the profiling example #4
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Valentine233
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Valentine233
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svekars
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Should prevent crashes during NCCL initialization.
If `data_parallel_tutorial.py` is executed without this option it would segfault in `ncclShmOpen` while executing `nn.DataParallel(model)`
For posterity:
```
% nvidia-smi
Fri Jun 16 20:46:45 2023
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 525.105.17 Driver Version: 525.105.17 CUDA Version: 12.1 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|===============================+======================+======================|
| 0 Tesla M60 Off | 00000000:00:1B.0 Off | 0 |
| N/A 41C P0 37W / 150W | 752MiB / 7680MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
| 1 Tesla M60 Off | 00000000:00:1C.0 Off | 0 |
| N/A 36C P0 38W / 150W | 418MiB / 7680MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
| 2 Tesla M60 Off | 00000000:00:1D.0 Off | 0 |
| N/A 41C P0 38W / 150W | 418MiB / 7680MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
| 3 Tesla M60 Off | 00000000:00:1E.0 Off | 0 |
| N/A 35C P0 38W / 150W | 418MiB / 7680MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
+-----------------------------------------------------------------------------+
% NCCL_DEBUG=INFO python data_parallel_tutorial.py
Let's use 4 GPUs!
c825878acf65:32373:32373 [0] NCCL INFO cudaDriverVersion 12010
c825878acf65:32373:32373 [0] NCCL INFO Bootstrap : Using eth0:172.17.0.2<0>
c825878acf65:32373:32373 [0] NCCL INFO NET/Plugin : No plugin found (libnccl-net.so), using internal implementation
NCCL version 2.14.3+cuda11.7
c825878acf65:32373:32443 [0] NCCL INFO NET/IB : No device found.
c825878acf65:32373:32443 [0] NCCL INFO NET/Socket : Using [0]eth0:172.17.0.2<0>
c825878acf65:32373:32443 [0] NCCL INFO Using network Socket
c825878acf65:32373:32445 [2] NCCL INFO Using network Socket
c825878acf65:32373:32446 [3] NCCL INFO Using network Socket
c825878acf65:32373:32444 [1] NCCL INFO Using network Socket
c825878acf65:32373:32446 [3] NCCL INFO Trees [0] -1/-1/-1->3->2 [1] -1/-1/-1->3->2
c825878acf65:32373:32445 [2] NCCL INFO Trees [0] 3/-1/-1->2->1 [1] 3/-1/-1->2->1
c825878acf65:32373:32443 [0] NCCL INFO Channel 00/02 : 0 1 2 3
c825878acf65:32373:32444 [1] NCCL INFO Trees [0] 2/-1/-1->1->0 [1] 2/-1/-1->1->0
c825878acf65:32373:32443 [0] NCCL INFO Channel 01/02 : 0 1 2 3
c825878acf65:32373:32443 [0] NCCL INFO Trees [0] 1/-1/-1->0->-1 [1] 1/-1/-1->0->-1
Bus error (core dumped)
(lldb) bt
* thread #1, name = 'python', stop reason = signal SIGBUS
* frame #0: 0x00007effcd6b0ded libc.so.6`__memset_avx2_erms at memset-vec-unaligned-erms.S:145
frame #1: 0x00007eff3985e425 libnccl.so.2`ncclShmOpen(char*, int, void**, void**, int) at shmutils.cc:52
frame #2: 0x00007eff3985e377 libnccl.so.2`ncclShmOpen(shmPath="/dev/shm/nccl-7dX4mg", shmSize=9637888, shmPtr=0x00007efe4a59ac30, devShmPtr=0x00007efe4a59ac38, create=1) at shmutils.cc:61
frame #3: 0x00007eff39863322 libnccl.so.2`::shmRecvSetup(comm=<unavailable>, graph=<unavailable>, myInfo=<unavailable>, peerInfo=<unavailable>, connectInfo=0x00007efe57fe3fe0, recv=0x00007efe4a05d2f0, channelId=0, connIndex=0) at shm.cc:110
frame #4: 0x00007eff398446a4 libnccl.so.2`ncclTransportP2pSetup(ncclComm*, ncclTopoGraph*, int, int*) at transport.cc:33
frame #5: 0x00007eff398445c0 libnccl.so.2`ncclTransportP2pSetup(comm=0x0000000062355ab0, graph=0x00007efe57fe6a40, connIndex=0, highestTransportType=0x0000000000000000) at transport.cc:89
frame #6: 0x00007eff398367cd libnccl.so.2`::initTransportsRank(comm=0x0000000062355ab0, commId=<unavailable>) at init.cc:790
frame #7: 0x00007eff398383fe libnccl.so.2`::ncclCommInitRankFunc(job_=<unavailable>) at init.cc:1089
frame #8: 0x00007eff3984de07 libnccl.so.2`ncclAsyncJobMain(arg=0x000000006476e6d0) at group.cc:62
frame #9: 0x00007effce0bf6db libpthread.so.0`start_thread + 219
frame #10: 0x00007effcd64361f libc.so.6`__GI___clone at clone.S:95
```
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