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[BUG] How to checkpoint the specific microbatch in pipeline parallelism? #767

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robotsp opened this issue Apr 7, 2024 · 3 comments
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@robotsp
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robotsp commented Apr 7, 2024

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Ask a clear and concise question about Megatron-LM.

I saw there is a microbatch-level checkpointing implementation of https://arxiv.org/pdf/2205.05198.pdf in schedules.py. But I do not know how to enable it with the arguments: num_microbatches_with_partial_activation_checkpoints, checkpoint_activations_microbatch

@robotsp
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robotsp commented Apr 8, 2024

I tried to set a batch number, but got an error "
TypeError: forward_step() takes 2 positional arguments but 3 were given"

Does it mean we have not implemented the microbatch-level checkpointing yet? @sublee @jaredcasper @aaronp24 @dweekly

@robotsp robotsp changed the title [QUESTION] How to checkpoint the specific microbatch in pipeline parallelism? [BUG] How to checkpoint the specific microbatch in pipeline parallelism? Apr 8, 2024
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robotsp commented Apr 15, 2024

@deepakn94 Hi deepakn, do you know how to solve the problem?

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Marking as stale. No activity in 60 days.

@github-actions github-actions bot added the stale No activity in 60 days on issue or PR label Jun 14, 2024
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