Summary
Weights and Biases (WandB) is a vendor hosted, managed and supported MLOps platform.
NOTE: gRED and WandB have a shared Slack Connect channel where gRED users can get support from WandB engineers. Please join shared-external-wandb-genentech and direct your questions to @channel. Someone will help you.
User Access
QuickStart
| Endpoint | https://genentech.wandb.io |
| Authentication | - Roche SSO (SAML) integrated. - See First Login section below for initial login workflow/instructions. |
| Authorization | - Authenticated users get an isolated namespace. - Users can setup teams and invite other users by their Roche username or email address. - As of February 2022, there is no Roche -> WandB role mapping. |
| Further Assistance | Slack: shared-external-wandb-genentech channel. |
First Login
The first time you successfully login to WandB using your Roche SSO credentials you’ll be prompted to setup your account. The screenshots below depict the process to enable successful navigation.
Click the login button in the time righthand corner of the screen <!— image: image (from original wiki uploads) —>
Click “Continue with Roche SSO” <!— image: image (from original wiki uploads) —>
Enter your Roche SSO credentials <!— image: image (from original wiki uploads) —>
Enter your full name and Roche SSO username, accept the terms and click continue <!— image: image (from original wiki uploads) —>
You’re now logged in to your new WandB user account <!— image: image (from original wiki uploads) —>
Provisioning Information
The WandB application infrastructure is externally hosted and managed, but we assume ownership of the application outputs in an S3 bucket located in our ACE production account. We then configure trusted third party access with WandB’s AWS account to allow their application to write to our bucket. We use Terraform to configure the S3 bucket and ancillary resources.