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RuntimeError: cuda runtime error (6) 

2020-01-12 23:21:33,903 - [20200112231451] Fold 1 Epoch 1/30 [loss] 2.3924 Val 1.5419 [score] 0.6388 Val 0.7507 best 0.7507
THCudaCheck FAIL file=/opt/pytorch/pytorch/aten/src/THC/generic/THCTensorMathPointwise.cu line=47 error=6 : the launch timed out and was terminated
Traceback (most recent call last):
  File "main.py", line 174, in <module>
    main(args)
  File "main.py", line 87, in main
    train = training(train_loader, model, criterion, optimizer, config=cfg)
  File "main.py", line 148, in training
    optimizer.step()
  File "/opt/conda/lib/python3.6/site-packages/torch/optim/adam.py", line 101, in step
    denom = exp_avg_sq.sqrt().add_(group['eps'])
RuntimeError: cuda runtime error (6) : the launch timed out and was terminated at /opt/pytorch/pytorch/aten/src/THC/generic/THCTensorMathPointwise.cu:47

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