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@ -22,7 +22,7 @@ solution.
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* Multi models per serving service
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* Multi models per serving service
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* Multi-service support (fully separated multiple serving service running independently)
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* Multi-service support (fully separated multiple serving service running independently)
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* Multi cluster support
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* Multi cluster support
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* Out-of-the-box node auto-scaling based on load/usage
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* Out-of-the-box node autoscaling based on load/usage
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* Efficient
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* Efficient
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* Multi-container resource utilization
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* Multi-container resource utilization
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* Support for CPU & GPU nodes
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* Support for CPU & GPU nodes
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@ -112,7 +112,7 @@ Available task types are:
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* *optimizer* - A specific type of controller for optimization tasks (e.g. [hyperparameter optimization](hpo.md))
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* *optimizer* - A specific type of controller for optimization tasks (e.g. [hyperparameter optimization](hpo.md))
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* *service* - Long lasting or recurring service (e.g. server cleanup, auto ingress, sync services etc.)
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* *service* - Long lasting or recurring service (e.g. server cleanup, auto ingress, sync services etc.)
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* *monitor* - A specific type of service for monitoring
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* *monitor* - A specific type of service for monitoring
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* *application* - A task implementing custom applicative logic, like [auto-scaler](../guides/services/aws_autoscaler.md)
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* *application* - A task implementing custom applicative logic, like [autoscaler](../guides/services/aws_autoscaler.md)
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or [clearml-session](../apps/clearml_session.md)
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or [clearml-session](../apps/clearml_session.md)
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* *data_processing* - Any data ingress / preprocessing (see [ClearML Data](../clearml_data/clearml_data.md))
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* *data_processing* - Any data ingress / preprocessing (see [ClearML Data](../clearml_data/clearml_data.md))
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* *qc* - Quality Control (e.g. evaluating model performance vs. blind dataset)
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* *qc* - Quality Control (e.g. evaluating model performance vs. blind dataset)
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@ -2,7 +2,7 @@
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title: Executable Experiment Containers
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title: Executable Experiment Containers
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---
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---
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This tutorial demonstrates using [`clearml-agent`](../../clearml_agent.md)’s [`build`](../../clearml_agent/clearml_agent__ref#build)
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This tutorial demonstrates using [`clearml-agent`](../../clearml_agent.md)’s [`build`](../../clearml_agent/clearml_agent_ref.md#build)
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command to package an experiment into an executable container. In this example, you will build a Docker image that, when
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command to package an experiment into an executable container. In this example, you will build a Docker image that, when
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run, will automatically execute the [keras_tensorboard.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/keras/keras_tensorboard.py)
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run, will automatically execute the [keras_tensorboard.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/keras/keras_tensorboard.py)
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script.
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script.
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@ -8,7 +8,7 @@ compute provided by google.
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Users can transform a Google Colab instance into an available resource in ClearML using [ClearML Agent](../../clearml_agent.md).
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Users can transform a Google Colab instance into an available resource in ClearML using [ClearML Agent](../../clearml_agent.md).
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This tutorial goes over how to create a ClearML worker node in a Google Colab notebook. Once the worker is up
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This tutorial goes over how to create a ClearML worker node in a Google Colab notebook. Once the worker is up
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and running, users can send Tasks to be executed on the Google Colab's HW.
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and running, users can send Tasks to be executed on Google Colab's HW.
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## Prerequisites
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## Prerequisites
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* Be signed up for ClearML (Or have a server deployed).
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* Be signed up for ClearML (Or have a server deployed).
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@ -52,7 +52,7 @@ email > click **ADD** > page redirects to the [Users & Groups](webapp_profile.md
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* **Logout** of ClearML
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* **Logout** of ClearML
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### Finding What You're Looking for
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### Finding What You're Looking for
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Use the search bar <img src="/docs/latest/icons/ico-search.svg" alt="Magnifying glass" className="icon size-sm space-sm" />
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Use the search bar <img src="/docs/latest/icons/ico-search.svg" alt="Magnifying glass" className="icon size-md space-sm" />
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to find your ClearML resources.
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to find your ClearML resources.
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To search using regex, click the `.*` icon on the search bar.
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To search using regex, click the `.*` icon on the search bar.
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@ -80,10 +80,10 @@ and [datasets](datasets/webapp_dataset_page.md)) provide column filters to easil
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:::
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:::
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### Helpful Resources
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### Helpful Resources
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Click the help menu button <img src="/docs/latest/icons/ico-help-outlined.svg" alt="Help menu" className="icon size-sm space-sm" />
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Click the help menu button <img src="/docs/latest/icons/ico-help-outlined.svg" alt="Help menu" className="icon size-md space-sm" />
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in the top right corner of the web UI screen to access the self-help resources including:
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in the top right corner of the web UI screen to access the self-help resources including:
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* ClearML Python Package setup - Instruction to get started with the `clearml` Python package
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* ClearML Python Package setup - Instruction to get started with the `clearml` Python package
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* [ClearML on YouTube](https://www.youtube.com/c/ClearML/featured) <img src="/docs/latest/icons/ico-youtube.svg" alt="Youtube" className="icon size-sm space-sm" /> - Instructional videos on integrating ClearML into your workflow
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* [ClearML on YouTube](https://www.youtube.com/c/ClearML/featured) <img src="/docs/latest/icons/ico-youtube.svg" alt="Youtube" className="icon size-md space-sm" /> - Instructional videos on integrating ClearML into your workflow
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* Online Documentation
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* Online Documentation
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* Pro Tips - Tips for working with ClearML efficiently
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* Pro Tips - Tips for working with ClearML efficiently
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* [Contact Us](https://clear.ml/contact-us) - Quick access to ClearML contact form
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* [Contact Us](https://clear.ml/contact-us) - Quick access to ClearML contact form
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