Add repeat method to datasets #7198
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@lhoestq does this look reasonable? |
lhoestq
reviewed
Jan 28, 2025
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updated and added test cases! |
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update. |
lhoestq
approved these changes
Feb 5, 2025
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thanks for the fixes! |
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Following up on discussion in #6623 and #7198 I thought this would be pretty useful for my case so had a go at implementing.
My main motivation is to be able to call iterable_dataset.repeat(None).take(samples_per_epoch) to safely avoid timeout issues in a distributed training setting. This would provide a straightforward workaround for several open issues related to this situation: #6437, #6594, #6623, #6719.
@lhoestq let me know if this looks on the right track!