Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

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

Open
wants to merge 9 commits into
base: main
Choose a base branch
from

Conversation

soumik12345
Copy link

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.

@CLAassistant
Copy link

CLAassistant commented Feb 19, 2024

CLA assistant check
All committers have signed the CLA.

@soumik12345 soumik12345 changed the title Feat/wandb model checkpoint [Feature] A Checkpoint hook for saving model checkpoints as Weights & Biases Artifacts Feb 20, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

[Feature] A Checkpoint hook for saving model checkpoints as Weights & Biases Artifacts
2 participants