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not-elite
on Oct 2, 2021
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Gentle introduction to GPUs inner workings
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-h...
arcanus
on Oct 2, 2021
[–]
In AMD land, `rocm-smi` is like `top` for your gpus. Very similar in capabilities and functionality to NVIDIA.
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https://developer.nvidia.com/blog/cuda-pro-tip-nvprof-your-h...