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[Feature] A Checkpoint hook for saving model checkpoints as Weights & Biases Artifacts #1498

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Motivation

Fixes #1492

Modification

The PR adds a mmengine.hooks.WandbCheckpointHook that can act as a drop-in replacement for mmengine.hooks.CheckpointHook that enables us to periodically save our model checkpoints as W&B Models Artifact.

Checklist

  1. Pre-commit or other linting tools are used to fix the potential lint issues.
  2. The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  3. If the modification has potential influence on downstream projects, this PR should be tested with downstream projects, like MMDetection or MMPretrain.
  4. The documentation has been modified accordingly, like docstring or example tutorials.

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CLAassistant commented Feb 19, 2024

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@soumik12345 soumik12345 changed the title Feat/wandb model checkpoint [Feature] A Checkpoint hook for saving model checkpoints as Weights & Biases Artifacts Feb 20, 2024
@zhouzaida zhouzaida requested a review from HAOCHENYE February 26, 2024 10:37
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[Feature] A Checkpoint hook for saving model checkpoints as Weights & Biases Artifacts
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