For Pascal and later GPUs (including RTX / Turing GPUs), see Nsight Systems or Visual Profiler
NsightVSE Analysis Profiling on Turing GPUs
is available for Volta and later GPUs (including RTX / Turing GPUs) when using the Nsight Compute profiler.
NOTE that Nsight Compute is also available as a stand-alone and CLI profiler
It’s just the Analysis Trace and (Legacy) CUDA Profiler that do not support RTX GPUs.
The NsightVSE Nsight Compute profiler does support RTX GPUs.
The Next-Gen Debugger, Graphics Debugger, and MemChecker also support RTX GPUs
Nsight Compute will be the profiler for late model GPUs (supportting Pascal and later GPUs, both integrated in NsightVSE for windows and standalone for all supported OSs)
Nsight Systems will be the trace tool for late model GPUs (supporting Pascal and later GPUs on all supported OSs)