:memo: Document how to log metrics to WandB via LightningCLI - Githubissues

developmentseed / chabud2023

Change detection for Burned area Delineation (ChaBuD) ECML/PKDD 2023 challenge

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:memo: Document how to log metrics to WandB via LightningCLI #13

Closed weiji14 closed 1 year ago

weiji14 commented 1 year ago

What I am changing

Tracking hyperparameters, metrics and other info to Weights and Biases (WandB) project at https://wandb.ai/devseed/chabud2023

How I did it

Add wandb as a dependency to environment.yml and update conda-lock.yml
Document how to log metrics to WandB during model training in the main README.md file
Add a shields.io WandB badge !

How you can test it

Run the following command:

python trainer.py fit --trainer.max_epochs=100 \
                      --trainer.logger=WandbLogger \
                      --trainer.logger.entity=devseed \
                      --trainer.logger.project=chabud2023

May require some setup on first run to authenticate to WandB.

Related Issues

References: