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Remove unnecessary model weights during HPO #3459

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eunwoosh
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@eunwoosh eunwoosh commented May 7, 2024

Summary

This PR reduces storage usage during HPO.
Currently, best and latest model weights for each trial are saved.
To reduce storage usage, then model weights of trials, which can't be promoted, are removed even if rung isn't done.

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Checklist

  • I have added unit tests to cover my changes.​
  • I have added integration tests to cover my changes.​
  • I have ran e2e tests and there is no issues.
  • I have added the description of my changes into CHANGELOG in my target branch (e.g., CHANGELOG in develop).​
  • I have updated the documentation in my target branch accordingly (e.g., documentation in develop).
  • I have linked related issues.

License

  • I submit my code changes under the same Apache License that covers the project.
    Feel free to contact the maintainers if that's a concern.
  • I have updated the license header for each file (see an example below).
# Copyright (C) 2024 Intel Corporation
# SPDX-License-Identifier: Apache-2.0

@github-actions github-actions bot added CLI Any changes in OTE CLI TEST Any changes in tests labels May 7, 2024
@eunwoosh eunwoosh marked this pull request as ready for review May 7, 2024 04:45
@eunwoosh eunwoosh requested a review from a team as a code owner May 7, 2024 04:45
@chuneuny-emily chuneuny-emily merged commit 0d97eed into openvinotoolkit:releases/1.6.0 May 7, 2024
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3 participants