One job per GPU
- Each job runs in its own rootless container under the NVIDIA runtime, with no host mounts and no host network.
- GPUs are never shared between jobs: no MIG slicing, no time slicing.
- Multi GPU jobs stay on one NVLink fabric; nothing is placed beside them.