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The CUDA Profiling Tools Interface[1] seems to offer metric event and sampling capabilities that far surpass what is possible with NVML, such as detailed memory events (comparable to what intel offers on x86 CPUs) and a perf like Program Counter sampling interface.
The CUDA Profiling Tools Interface[1] seems to offer metric event and sampling capabilities that far surpass what is possible with NVML, such as detailed memory events (comparable to what intel offers on x86 CPUs) and a perf like Program Counter sampling interface.
[1] https://docs.nvidia.com/cupti/index.html
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