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| Monitoring Project Progress |
ClearML provides a comprehensive set of monitoring tools to help effectively track and manage machine learning projects. These tools offer both high-level overviews and detailed insights into task execution, resource utilization, and project performance.
Offerings
Project Dashboard
:::info Pro Plan Offering The Project Dashboard app is available under the ClearML Pro plan. :::
The Project Dashboard UI application provides a centralized view of project progress, task statuses, resource usage, and key performance metrics. It offers:
- Comprehensive insights:
- Track task statuses and trends over time.
- Monitor GPU utilization and worker activity.
- Analyze performance metrics.
- Proactive alerts - By integrating with Slack, the Dashboard can notify teams of task failures and completions.
For more information, see Project Dashboard.
Project Overview
A project's OVERVIEW tab in the UI presents a general picture of a project:
- Metric Snapshot – A graphical representation of selected metric values across project tasks, offering a quick assessment of progress.
- Task Status Tracking – When a single metric variant is selected for the snapshot, task status is color-coded (e.g., Completed, Aborted, Published, Failed) for better visibility.
Use the Metric Snapshot to track project progress and identify trends in task performance.
For more information, see Project Overview.
