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NVBench currently allows kernel profiling with external tools with the flag --profile.
On the other hand, profiling tools collect all activities in the benchmark, including "setup/initialization" kernels that are not part of the section under evaluation.
NVBench should add cudaProfilerStart() and cudaProfilerStop() in profiling mode (--profile).