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Same experience in a current project. More problems and things to take care when there is a GPU involved. The most important part before starting the implementation is to understand the applications and then decide if a GPU really is necessary. I have seen many customers just putting vGPUs to the VMs and they are not being used at all.

I can confirm that. Sometimes adding GPU‘s even results in higher CPU load. You can check this with GPUProfiler. You have to take care about lots of things like policy and HDX settings and if you make mistakes here the user experience might be even worse.

This is my experience too. Seems to be more work then it’s worth. Gonna buy gpu and only enable for certain apps

Same, have written about it last year https://www.logitblog.com/conflicted-results-with-nvidia-tesla-m10/

Good test thanks