clearml-server

clearml-server

GitHub version

Project Description

The ClearML Server is the backend service infrastructure for ClearML. It allows multiple users to collaborate and manage their experiments. By default, ClearML is set up to work with the ClearML demo server, which is open to anyone and resets periodically. In order to host your own server, you will need to launch the ClearML Server and point ClearML to it.

The ClearML Server contains the following components:

  • The ClearML Web-App, a single-page UI for experiment management and browsing
  • RESTful API for:
    • Documenting and logging experiment information, statistics and results
    • Querying experiments history, logs and results
  • Locally-hosted file server for storing images and models making them easily accessible using the Web-App

You can quickly deploy your ClearML Server using Docker, AWS EC2 AMI, or Kubernetes.

Links

Download source code as [.zip file] [.tar.gz file]
Documentation: [README]