Known Limitations#

  • Only the default NIMs (LLM and VLM) have been tested to run on shared GPU. Use Dedicated GPUs or Remote NIMs for other models.

  • WebRTC based Video Playback in UI: In reference Video Analytics UI, the video playback may not be supported. If the Video streaming service is running behind a private network where the WebRTC turn server is not accessible (or setup appropriately), the video playback may not be supported.

  • VSS UI queries targeting multiple sensors are expected to take several tens of seconds.

  • The Cosmos Reason2 NIM and VIOS microservices may encounter crashes over long duration runs.

  • In the event that Perception or VIOS microservices crash/restart, streams may no longer be processed. To get around this, either manually restart the perception-sdr-smc container or delete and readd all streams in the VST UI.