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[AIR] More checkpoint configurability #24868

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amogkam opened this issue May 17, 2022 · 0 comments · Fixed by #25943
Closed

[AIR] More checkpoint configurability #24868

amogkam opened this issue May 17, 2022 · 0 comments · Fixed by #25943
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@Yard1
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enhancement Request for new feature and/or capability P1 Issue that should be fixed within a few weeks
Milestone
Ray AIR

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@amogkam
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amogkam commented May 17, 2022

Description

I want to configure the following behavior in my training run (without using Tune):

  1. Only keep a certain number of checkpoints on Disk. RunConfig does not accept this option currently.
  2. Get the best checkpoint for my training run, not just the latest. Result only contains the last checkpoint saved by training, but it's not possible to get the best.

Use case

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@amogkam amogkam added enhancement Request for new feature and/or capability air labels May 17, 2022
@amogkam amogkam added this to the Ray AIR milestone May 17, 2022
@amogkam amogkam added the P1 Issue that should be fixed within a few weeks label May 17, 2022
@Yard1 Yard1 mentioned this issue Jun 20, 2022
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enhancement Request for new feature and/or capability P1 Issue that should be fixed within a few weeks
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Ray AIR
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[AIR] More checkpoint configurability, Result extension Yard1/ray
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@amogkam @Yard1