W&B Server

Deploy Weights & Biases in a resource isolated environment managed by W&B or by yourself. W&B Server is shipped as a packaged Docker image that can be deployed easily into any underlying infrastructure. There are several ways to install and host the W&B Server in different environments.

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Production-grade features for W&B Server are available for enterprise-tier only.

See the Basic Setup guide to set up a developer or trial environment.

With W&B Server you can configure and leverage features such as:

• Secure Storage Connector
• Single Sign-On
• Role-based Access Control via LDAP
• Audit Logs
• User Management
• Prometheus Monitoring
• Slack Alerts and more.

The following sections of the documentation describes different options on how to install W&B Server, the shared responsibility model, step-by-step installation and configuration guides.

Recommendations

W&B recommends the following when configuring W&B Server:

1. Run the W&B Server Docker container with an external storage and an external MySQL database in order to preserve the state outside of a container. This protects the data from being accidentally deleted if the container dies or crashes.
2. Leverage Kubernetes to run the W&B Server Docker image and expose the wandb service.
3. Set up and manage a scale-able file system if you plan on using W&B Server for production-related work.

System Requirements

W&B Server requires a machine with at least

• 4 cores of CPU &
• 8GB of memory (RAM)

Your W&B data will be saved on a persistent volume or external database, ensuring that it is preserved across different versions of the container.

tip

For enterprise customers, W&B offers extensive technical support and frequent installation updates for privately hosted instances.

Releases

Subscribe to receive notifications from the W&B Server GitHub repository when a new W&B Server release comes out.

To subscribe, select the Watch button at the top of the GitHub page and select All Activity.