ashishonce/Azure Machine Learning Run Action
Submit a run to an Azure Machine Learning Workspace with this GitHub Action
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Inputs
| name | description | required | default |
|---|---|---|---|
| azure_credentials | Paste output of `az ad sp create-for-rbac --name <your-sp-name> --role contributor --scopes /subscriptions/<your-subscriptionId>/resourceGroups/<your-rg> --sdk-auth` as value of secret variable: AZURE_CREDENTIALS | yes | — |
| parameters_file | JSON file including the parameters of the run. | yes | run.json |
Outputs
| name | description |
|---|---|
| experiment_name | Name of the experiment of the run |
| run_id | ID of the run |
| run_url | URL to the run in the Azure Machine Learning Studio |
| run_metrics | Metrics of the run (will only be provided if wait_for_completion is set to True) |
| run_metrics_markdown | Metrics of the run formatted as markdown table (will only be provided if wait_for_completion is set to True) |
| published_pipeline_id | Id of the publised pipeline (will only be provided if you submitted a pipeline and pipeline_publish is set to True) |
| published_pipeline_status | Status of the publised pipeline (will only be provided if you submitted a pipeline and pipeline_publish is set to True) |
| published_pipeline_endpoint | Endpoint of the publised pipeline (will only be provided if you submitted a pipeline and pipeline_publish is set to True) |