description |
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On-prem installations for projects with sensitive data |
W&B Enterprise is the on-prem version of Weights & Biases. It makes collaborative experiment tracking possible for enterprise machine learning teams, giving you a way to keep all training data and metadata within your organization's network.
Request a demo to try out W&B Enterprise →
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 software so data can be preserved across VM versions.
We support the following environments:
Platform | Image Format |
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Amazon Web Services | AMI |
Microsoft Azure | Managed Image |
Google Cloud Platform | GCE Image |
VMware | OVA |
Virtualbox | OVA |
Vagrant | Vagrant Box |
The W&B Enterprise server requires a virtual machine with at least 4 cores and 16GB memory.
{% page-ref page="local.md" %}
{% page-ref page="setup.md" %}
{% page-ref page="configuration.md" %}
{% page-ref page="upgrades.md" %}
{% page-ref page="sending-data.md" %}
{% page-ref page="local-common-questions.md" %}
{% page-ref page="cloud.md" %}