I am planning to work on microsoft azure virtual NC series machines like - NVIDIA Tesla K80, Tesla P100, Tesla V100 etc. Does this GPUs support Deep Stream as well?
Yes, DeepStream SDK can be installed on discrete GPUs (T4, P4, GTX 1080, RTX 2080…). Not sure about the limitations for each platform but I have used it on T4 without any problems.
You can checkout the dGPU setup section of the quick start guide for the specific version of DeepStream you want to check the requirements.