This competition has access to Kaggle's pool of powerful new L4x4 machines! These machines offer 96GB of GPU memory enabling submissions with much larger models. See [this page](https://cloud.google.com/compute/docs/gpus#l4-gpus) for more on these machines.

What you need to know:

- **Quota usage** - Due to their limited availability, notebooks with L4x4s consume GPU quota at twice the rate of the older T4x2 and P100 machines. We may increase this rate as necessary to ensure these machines are available for submission scoring.
- **Restricted Use** - L4s are only available for notebooks attached to this competition. We will build tooling to enforce this if necessary. In the meantime, attempts to circumvent this restriction may be enforced by Kaggle moderation with consequences including team bans from the competition or account bans.
- **No Internet** - All L4 sessions must have internet disabled.