clearml-docs/docs/webapp/applications/apps_overview.md
2022-08-07 10:31:16 +03:00

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title
Overview

:::info Pro Plan Offering ClearML Applications are available under the ClearML Pro plan :::

Use ClearMLs GUI Applications to manage ML workloads and automatically run your recurring workflows without any coding.

Apps page

Configure and launch app instances, then track their execution from the app dashboard.

ClearML provides the following applications:

  • AWS Autoscaler - Optimize AWS EC2 instance usage according to a defined instance budget
  • GCP Autoscaler - Optimize GCP instance usage according to a defined instance budget
  • Hyperparameter Optimization - Find the parameter values that yield the best performing models
  • Nvidia Clara - Train models using Nvidias Clara framework
  • Project Dashboard - High-level project monitoring with Slack alerts

App Pages Layout

Each applications page is split into two sections:

  • App Instance List - Launch new app instances and view previously launched instances. Click on an instance to view its dashboard. Hover over it to access the app instance actions.
  • App Instance Dashboard - The main section of the app page: displays the selected app instances status and results.

App format

Launching an App Instance

  1. Choose the desired app
  2. Click the Launch New button Add new to open the apps configuration wizard
  3. Fill in the configuration details
  4. Launch

App Instance Actions

Access app instance actions, by right clicking an instance, or through the menu button Dot menu (available on hover).

App context menu

  • Rename - Rename the instance
  • Configuration - View an instances configuration
  • Stop - Shutdown the instance
  • Clone - Launch a new instance with same configuration prefilled
  • Delete - Delete the instance