nsys gives you very detailed information, but it harder to use and interpret. I think that at this stage, a flame graph would be a more direct way to identify what is going wrong. Most likely, there are large allocations somewhere, and we just need to identify where. You can just run for one coupled cycle for the flamegraph instead of instrumenting a multi-hour run.