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Checkpointing got stuck on Google Cloud TPU #1439

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XueFuzhao opened this issue Nov 24, 2023 · 1 comment
Open

Checkpointing got stuck on Google Cloud TPU #1439

XueFuzhao opened this issue Nov 24, 2023 · 1 comment

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@XueFuzhao
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XueFuzhao commented Nov 24, 2023 •
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When training on large models (> 10B or so), we found the checkpointing sometimes got stuck when saving the checkpoints.
For instance, it may work smoothly for saving checkpoints a few times and then suddenly got stuck in one checkpointing process. I found the checkpoints in the /tmp/ dir is incomplete. It seems to be a memory leakage issue.
May I know how to solve it? Thanks!

I'm using Google Cloud Platform with 1024 TPUv3 cores (512 TPU v3 chips).
@lintangsutawika
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I have a similar issue. This seems to be quite recent.

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@lintangsutawika @XueFuzhao