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lujiarui avatar lujiarui commented on August 23, 2024 1

Our model was trained on 32GB V100 GPUs.

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lujiarui avatar lujiarui commented on August 23, 2024

Hi, please refer to this. If the problem still present, please let me know and provide with more details. Thanks!

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JinyinZha avatar JinyinZha commented on August 23, 2024

Thanks for you reply. In fact, I mean how much memory is enough to train Str2Str? This would help to to choose what GPU or how many GPUs for retraijning the model.

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JinyinZha avatar JinyinZha commented on August 23, 2024

Well I found the problem is that some multi-chain proteins are included in training, which could lead to an enormous memory cost. If I remove pkl files larger than 1M, it in fact would could consult 6.7 GB memory when batch_size=1.

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