Weights & Biases Server
Server is the self hosted version of Weights & Biases.
Quickstart β’ Documentation β’ AWS Terraform β’ Google Terraform β’ Azure Terraform
Quickstart
- On a machine with Docker and Python installed, run:
1 pip install wandb --upgrade 2 wandb server start - Generate a free license from the Deployer.
- Add it to your W&B Server's localhost's settings.
Paste the license in the /system-admin page on your localhost
Docker
Running wandb server start will start our server and forward port 8080 on the host.
To have other machines report metrics to this server run: wandb login --host=http://X.X.X.X:8080. You can also configure other machines with the
following environment variables:
WANDB_BASE_URL=http://X.X.X.X:8080
WANDB_API_KEY=XXXX
To run W&B local manually, you can use the following docker command:
docker run --rm -d -v wandb:/vol -p 8080:8080 --name wandb-local wandb/local
Production
By default this Docker container is not appropriate for production environments.
You can email [email protected] to obtain a license that unlocks production
features such as external MySQL, cloud storage, and SSO.
You can find Terraform scripts for provisioning wandb/local in a production environment:
Documentation
More documentation about running wandb/local on your own servers can be found here.