mirror of
https://github.com/clearml/clearml-docs
synced 2025-01-31 14:37:18 +00:00
2f2d9060ac
* remove unnecessary word * Remove server deployment on kubernetes docs, add disclaimers, remove kubernetes faq * fix typo
61 lines
2.7 KiB
Markdown
61 lines
2.7 KiB
Markdown
---
|
|
title: ClearML Server
|
|
---
|
|
|
|
## What is ClearML Server?
|
|
The **ClearML Server** is the backend service infrastructure for **ClearML**. It allows multiple users to collaborate and manage their experiments by working seamlessly with the **ClearML Python Package** and [**ClearML Agent**](clearml_agent.md). **ClearML Server** is composed of the following:
|
|
|
|
* Web server including the **ClearML Web UI**, which is the user interface for tracking, comparing, and managing experiments.
|
|
* API server which a RESTful API for:
|
|
|
|
* Documenting and logging experiments, including information, statistics, and results.
|
|
* Querying experiments history, logs, and results.
|
|
|
|
* File server which stores media and models making them easily accessible using the **ClearML Web UI**.
|
|
|
|
The [**ClearML Hosted Service**](https://app.community.clear.ml) is essentially the **ClearML Server** maintained for you.
|
|
|
|
|
|
|
|
**ClearML Web UI** is the **ClearML** user interface and is part of **ClearML Server**.
|
|
|
|
Use the **ClearML Web UI** to:
|
|
|
|
* Track experiments
|
|
* Compare experiments
|
|
* Manage experiments
|
|
|
|
For detailed information about the **ClearML Web UI**, see [User Interface](../webapp/webapp_home.md).
|
|
|
|
ClearML Server also comes with a [services agent](../clearml_agent.md#services-mode) preinstalled.
|
|
|
|
## Deployment
|
|
|
|
The **ClearML Server** can be deployed in any of the formats listed below. Once deployed, configure the server for web login
|
|
authentication, sub-domains, and load balancers, and use any of its many configuration settings.
|
|
|
|
**To deploy your own ClearML Server:**
|
|
|
|
1. Deploy ``clearml-server`` using any of the available formats, which include:
|
|
|
|
* Pre-built [AWS EC2 AMIs](clearml_server_aws_ec2_ami.md)
|
|
* Pre-built [Google Cloud Platform custom images](clearml_server_gcp.md)
|
|
* Pre-built Docker images for [Linux](clearml_server_linux_mac.md), [macOS](clearml_server_linux_mac.md), and
|
|
[Windows 10](clearml_server_win.md)
|
|
* [Kubernetes using Helm](clearml_server_kubernetes_helm.md)
|
|
|
|
1. Optionally, [configure ClearML Server](clearml_server_config.md) for additional features, including sub-domains and load balancers,
|
|
web login authentication, and the non-responsive task watchdog.
|
|
|
|
1. [Configure ClearML for ClearML Server](clearml_config_for_clearml_server.md)
|
|
|
|
## Updating
|
|
|
|
When necessary, upgrade your ClearML Server on any of the available formats:
|
|
* [AWS EC2 AMIs](upgrade_server_aws_ec2_ami.md)
|
|
* [Google Cloud Platform](upgrade_server_gcp.md)
|
|
* [Linux or MacOS](upgrade_server_linux_mac.md)
|
|
* [Windows 10](upgrade_server_win.md)
|
|
* [Kubernetes using Helm](upgrade_server_kubernetes_helm.md).
|
|
|
|
If you are using v0.15 or Older, [upgrade to ClearML Server](clearml_server_es7_migration.md). |