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essential-gpu-docker's Issues

# of workers

I encountered the following error while running a pytorch code with worker = 12.

xception has occurred: RuntimeError
DataLoader worker (pid(s) 4648) exited unexpectedly
RuntimeError: DataLoader worker (pid 4648) is killed by signal: Bus error. It is possible that dataloader's workers are out of shared memory. Please try to raise your shared memory limit.

The above exception was the direct cause of the following exception:

  File "/workspace/GISLR-torch/run_train_fold0.py", line 289, in run_train
    for t, batch in enumerate(train_loader):
  File "/workspace/GISLR-torch/run_train_fold0.py", line 372, in <module>
    run_train()
RuntimeError: DataLoader worker (pid(s) 4648) exited unexpectedly

and terminal log

RuntimeError: unable to write to file </torch_4655_434291219_38>: No space left on device (28)
ERROR: Unexpected bus error encountered in worker. This might be caused by insufficient shared memory (shm).
Traceback (most recent call last):
  File "/opt/conda/lib/python3.7/multiprocessing/queues.py", line 236, in _feed
    obj = _ForkingPickler.dumps(obj)
  File "/opt/conda/lib/python3.7/multiprocessing/reduction.py", line 51, in dumps
    cls(buf, protocol).dump(obj)
  File "/opt/conda/lib/python3.7/site-packages/torch/multiprocessing/reductions.py", line 366, in reduce_storage
    fd, size = storage._share_fd_cpu_()
RuntimeError: unable to write to file </torch_4753_3315859216_32>: No space left on device (28)

When I change worker = 1, it runs.

Need static IP Address for workstations.

It looks dynamic ip allocation makes NetworkManager crashed. We could restart the service using the following command, but it seems not the solution for this issue. So, we need to contact ITS to get static IPs for the machines.

sudo systemctl restart NetworkManager.service.

Instructions for vscode

Update instructions to demonstrate the process of developing and training a DNN network using VSCode in a remote setting.

OpenGL rendering with X11 forwarding

I got the following errors when I tried 'nautilus --browser .' on osx.

libGL error: No matching fbConfigs or visuals found
libGL error: failed to load driver: wrist

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