[SUBMARINE-858] Implement log_param and log_metric for distributed scenarios

• Type: Sub-task
• Status: Resolved
• Priority: Major
• Resolution: Fixed
• Component/s: model management
• Labels: pull-request-available
• Assignee: Byron Hsu
• Reporter: Byron Hsu
• Created: 21/Jun/21 10:02
• Updated: 22/Jun/21 11:12
• Resolved: 22/Jun/21 11:03

Description

1. Calling start(), ModelsClient will parse the worker_id + experiment_id and creates a Mlflow run.
2. The Mlflow run name is worker_id, and the Mflow experiment name is experiment_id.
3. Calling log_param() or log_metric(), their info will be directed to the Mlflow runs previously set.

Issue Links

• links to: GitHub Pull Request #609