Comments (2)
ajayjain
commented on June 24, 2024
HI @shangqing-liu -- apologies about the delay. I am a coauthor on this work.
Can I ask what GPU you are using to train this model? Are you encountering a CUDA malloc error (out of memory on GPU) or host-side out of memory error?
At the moment, the dataloader reads the whole dataset in RAM before training. The pre-training dataset is quite large (almost 20GB) so this can be expensive. We pre-trained our models on machines with around 256GB of RAM. However, we didn't encounter OOMs.
If you could provide some more details on your setup, I can help debug!
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shangqing-liu
commented on June 24, 2024
Hi, @ajayjain
Thanks for the reply, I have fixed this problem and now close this issue.
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Related Issues (11)
- Memory requirements for ContraCode HOT 3
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