Get device index from local rank if multi-client, otherwise use the current device. (#6405)
* Fix random generator
* Get device index from local rank if multi-client, otherwise use current device.
Co-authored-by: Noneflow-ci-bot <69100618+oneflow-ci-bot@users.noreply.github.com>
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