mirror of
https://github.com/clearml/clearml-helm-charts
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67 lines
3.2 KiB
Markdown
67 lines
3.2 KiB
Markdown
# ClearML Helm Charts for Kubernetes
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## Auto-Magical Experiment Manager & Version Control for AI
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Helm charts provided by [Allegro AI](https://clear.ml), ready to launch on Kubernetes using [Kubernetes Helm](https://github.com/helm/helm).
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## Introduction
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The **clearml-server** is the backend service infrastructure for [ClearML](https://github.com/allegroai/clearml).
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It allows multiple users to collaborate and manage their experiments.
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By default, **ClearML** is set up to work with the **ClearML** demo server, which is open to anyone and resets periodically.
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In order to host your own server, you will need to install **clearml-server** and point **ClearML** to it.
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**clearml-server** contains the following components:
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* The **ClearML** Web-App, a single-page UI for experiment management and browsing
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* RESTful API for:
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* Documenting and logging experiment information, statistics and results
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* Querying experiments history, logs and results
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* Locally-hosted file server for storing images and models making them easily accessible using the Web-App
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Use this repository to deploy **clearml-server** on Kubernetes clusters.
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## Provided in this repository
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### [ClearML server chart](https://github.com/allegroai/clearml-helm-charts/tree/main/charts/clearml)
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### [ClearML agent chart](https://github.com/allegroai/clearml-helm-charts/tree/main/charts/clearml-agent)
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### [ClearML serving chart](https://github.com/allegroai/clearml-helm-charts/tree/main/charts/clearml-serving)
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## Who We Are
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ClearML is supported by you :heart: and the [clear.ml](https://clear.ml) team, which helps enterprise companies build
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scalable MLOps.
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We built ClearML to track and control the glorious but messy process of training production-grade deep learning models.
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We are committed to vigorously supporting and expanding the capabilities of ClearML.
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We promise to always be backwards compatible, making sure all your logs, data, and pipelines
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will always upgrade with you.
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## License
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Apache License, Version 2.0, (see the [LICENSE](https://www.apache.org/licenses/LICENSE-2.0) for more information)
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## Installation Guide
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For installation instruction, follow related [Installation Guide](INSTALL.md).
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## Documentation, Community & Support
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See more information in the [official documentation](https://clear.ml/docs/latest/docs) and [on YouTube](https://www.youtube.com/c/ClearML).
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If you have any questions, post on our [Slack Channel](https://join.slack.com/t/clearml/shared_invite/zt-c0t13pty-aVUZZW1TSSSg2vyIGVPBhg), or tag your questions on [stackoverflow](https://stackoverflow.com/questions/tagged/clearml) with '**[clearml](https://stackoverflow.com/questions/tagged/clearml)**' tag (*previously [trains](https://stackoverflow.com/questions/tagged/trains) tag*).
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For feature requests or bug reports, please use [GitHub issues](https://github.com/allegroai/clearml-helm-charts/issues).
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Additionally, you can always find us at *support@clear.ml*
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## Contributing
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**PRs are always welcomed** :heart: See more details in the ClearML [Guidelines for Contributing](https://github.com/allegroai/clearml-helm-charts/blob/main/CONTRIBUTING.md).
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_May the force (and the goddess of learning rates) be with you!_
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