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In nvidia land, `nvidia-smi` is like `top` for your gpus. If you're running compiled CUDA, `nvprof` is very useful. But I'm not sure how much work it would take
by not-elite 5y ago
In nvidia land, `nvidia-smi` is like `top` for your gpus. If you're running compiled CUDA, `nvprof` is very useful. But I'm not sure how much work it would take to profile something like a pytorch model.
https://developer.nvidia.com/blog/cuda-pro-tip-nvprof-your-handy-universal-gpu-profiler/ https://developer.nvidia.com/blog/cuda-pro-tip-nvprof-your-h...
- arcanus 5y agoIn AMD land, `rocm-smi` is like `top` for your gpus. Very similar in capabilities and functionality to NVIDIA.