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pranaygupta36 avatar pranaygupta36 commented on May 30, 2024 1

The arguments in lines are batch size, num_workers for the dataloader. Maybe you can try reducing the num_workers from 8 and see if it works.

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divyanshusharma1709 avatar divyanshusharma1709 commented on May 30, 2024

Hi @WurmD
It is possible that you might be running out of memory around the 1200th epoch. How much GPU memory do you have available?

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WurmD avatar WurmD commented on May 30, 2024

8GB

Usually when that's the case I see an actual RuntimeError: CUDA error: out of memory

I'll go monitor the GPU RAM usage now

EDIT: Hmm, lack of GPU RAM doesn't seem to be the issue,
It's not breaking now due to the same RuntimeError, and GPU RAM seems to remain steady at 795MiB / 8119MiB during the whole cycle (up to epoch 1700), and on the 2nd cycle it ups to 817MiB / 8119MiB

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