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