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To monitor the GPU module, when you are using CUDA, have a look at the NVIDIA Visual Profiler. NVIDIA has a blog, where you could learn how to use the visual profiler (here).

To monitor the GPU module, when you are using CUDA, have a look at the NVIDIA Visual Profiler. NVIDIA has a blog, where you could learn how to use the visual profiler (here).

[Edit] Use the flag '-lineinfo' for nvcc to help profiling with line number.