W&B Enterprise is the on-premises version of Weights & Biases. It makes collaborative experiment tracking possible for enterprise machine learning teams, offering confidence that all training data and metadata are protected within your organization's network.
Most enterprise customers will use a W&B Enterprise Server. This is a single virtual machine containing all of W&B's systems and storage. You can provision a W&B server on any cloud environment or local hardware or virtual server.
We also offer W&B Enterprise Cloud, which runs a completely scalable infrastructure within your company's AWS or GCP account. This system can scale to any level of usage.
- Unlimited runs, experiments, and reports
- Keep your data safe on your own company's network
- Integrate with your company's authentication system
- Premier support by the W&B engineering team
The Enterprise Server consists of a single virtual machine, saved as a bootable image in the format of your cloud platform. Your W&B data is saved on a separate drive from the server softare so data can be preserved across VM versions.
We support the following environments:
|Amazon Web Services||AMI|
|Microsoft Azure||Managed Image|
|Google Cloud Platform||GCE Image|
The W&B Enterprise server requires a virtual machine with at least 4 cores and 16GB memory.
Our W&B Enterprise Cloud offering consists of a fully scalable W&B cluster provisioned on your AWS or GCP environment.
W&B Enterprise Cloud requires the following cloud resources in your account. The size can be configured for your level of usage.
- A Kubernetes cluster (EKS or GKE)
- A SQL database (RDS or Google Cloud SQL)
- A columnar store (HBase or BigTable)