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77 lines
3.9 KiB
Markdown
77 lines
3.9 KiB
Markdown
---
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title: Overview
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---
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:::info Pro Plan Offering
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ClearML Applications are available under the ClearML Pro plan
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:::
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Use ClearML’s GUI Applications to manage ML workloads and automatically run your recurring workflows without any coding.
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Configure and launch app instances, then track their execution from the app dashboard.
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ClearML provides the following applications:
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* [**GPU Compute**](apps_gpu_compute.md) - Launch cloud machines on demand and optimize their usage according to a
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defined budget--no previous setup necessary
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* [**AWS Autoscaler**](apps_aws_autoscaler.md) - Optimize AWS EC2 instance usage according to a defined instance budget
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* [**GCP Autoscaler**](apps_gcp_autoscaler.md) - Optimize GCP instance usage according to a defined instance budget
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* [**Hyperparameter Optimization**](apps_hpo.md) - Find the parameter values that yield the best performing models
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* **Nvidia Clara** - Train models using Nvidia’s Clara framework
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* [**Project Dashboard**](apps_dashboard.md) - High-level project monitoring with Slack alerts
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* [**Task Scheduler**](apps_task_scheduler.md) - Schedule tasks for one-shot and/or periodic execution at specified times (available under ClearML Enterprise Plan)
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* [**Trigger Manager**](apps_trigger_manager) - Define tasks to be run when predefined events occur (available under ClearML Enterprise Plan)
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## App Pages Layout
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Each application’s page is split into two sections:
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* App Instance List - Launch new app instances and view previously launched instances. Click on an instance to view its
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dashboard. Hover over it to access the [app instance actions](#app-instance-actions).
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* App Instance Dashboard - The main section of the app page: displays the selected app instance’s status and results.
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## Launching an App Instance
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1. Choose the desired app
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1. Click the `Launch New` button <img src="/docs/latest/icons/ico-add.svg" alt="Add new" className="icon size-md space-sm" /> to open the app’s configuration wizard
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1. Fill in the configuration details
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1. **Launch**
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:::tip Configuration shortcuts
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You can also launch an app instance with the configuration of a previously launched instance:
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* Cloning a previously launched app instance will open the launch wizard with the original instance's configuration
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prefilled.
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* Importing an app configuration file. You can export an existing app instance's configuration as a JSON file when
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viewing its configuration.
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The prefilled configuration wizard can be edited before launching the new app instance.
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:::
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## App Instance Actions
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Access app instance actions, by right-clicking an instance, or through the menu button <img src="/docs/latest/icons/ico-dots-v-menu.svg" alt="Dot menu" className="icon size-md space-sm" /> (available on hover).
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* **Rename** - Rename the instance
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* **Configuration** - View an instance’s configuration
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* **Export Configuration** - Export the app instance configuration as a JSON file, which you can later import to create
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a new instance with the same configuration
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* **Stop** - Shutdown the instance
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* **Clone** - Launch a new instance with same configuration prefilled
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* **Delete** - Delete the instance
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## Instance List Actions
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Access the instance list actions by clicking the action menu ( <img src="/docs/latest/icons/ico-dots-v-menu.svg" alt="Dot menu" className="icon size-md space-sm" /> )
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on the instance list header:
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* **Import Configuration** - Import an app instance's configuration file. This opens the app configuration wizard
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prefilled according to the imported file. You can modify the configuration before launching the instance.
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* **Clear Completed** - Delete all app instances that have completed their execution. This action only
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deletes instances in the current instance list view (i.e. My instances / All).
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