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| Monitoring Project Progress |
The ClearML Project Dashboard provides a centralized view of project progress, task statuses, resource usage, and key performance metrics. It helps teams monitor project health at a glance, ensuring efficient execution and management of ML workflows.
Why Use the Project Dashboard?
Comprehensive Project Insights
The dashboard aggregates critical information, allowing users to:
Track task statuses and trends over time.
Monitor GPU utilization and worker activity.
Analyze key performance metrics for a project or workspace.
Proactive Monitoring and Alerts
By integrating with Slack, the Project Dashboard can notify teams of task failures and completions, reducing response times and improving operational efficiency.
Configurable Monitoring
Users can customize the dashboard to monitor:
A specific project, including its subprojects.
The entire workspace for a holistic view.
A chosen metric, tracking its highest or lowest values over time.