kldavis4 / local

W&B Local is the self hosted version of Weights & Biases

W&B Local

W&B Local is the self hosted version of Weights & Biases.

Quickstart

On a machine with Docker and Python installed run the following commands to startup our server:

1. pip install wandb --upgrade
2. wandb local

This 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

Docker

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. This repository provides Terraform scripts for provisioning the wandb/local container in a production environment.

Documentation

More documentation about running wandb/local on your own servers can be found here.