wandb==0.12.11
and requires kfp<2.0.0
@wandb_log
decorator and create your components as usual. This will automatically log the input/outputs parameters and artifacts to W&B each time you run your pipeline.WANDB_KUBEFLOW_URL
to the base URL of your Kubeflow Pipelines instance (e.g. https://kubeflow.mysite.com)Input/Output
and ML Metadata
tabsVisualizations
tab.Visualizations
tab in Kubeflow Pipelines, but with more space! Learn more about the web app UI here.wandb.log
and wandb.log_artifact
calls in the component.@wandb_log
decorator will automatically track the relevant inputs and outputs. If you want to log the training process, you can explicitly add that logging like so: