The example's `fit` is what a real training node looks like, so it is where
`resources={"cpus": 2}` belongs -- beside the `device="gpu"` it already
carries, since the two answer different questions about the same node.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>