Profiling and Optimizing Deep Neural Networks with DLProf and PyProf – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-26T22:01:23Z http://www.open-lab.net/blog/feed/ Ethem Can <![CDATA[Profiling and Optimizing Deep Neural Networks with DLProf and PyProf]]> http://www.open-lab.net/blog/?p=21005 2024-08-28T17:55:38Z 2020-09-28T18:33:08Z Software profiling is key for achieving the best performance on a system and that��s true for the data science and machine learning applications as well. In...]]> Software profiling is key for achieving the best performance on a system and that��s true for the data science and machine learning applications as well. In...

Software profiling is key for achieving the best performance on a system and that��s true for the data science and machine learning applications as well. In the era of GPU-accelerated deep learning, when profiling deep neural networks, it is important to understand CPU, GPU, and even memory bottlenecks, which could cause slowdowns in training or inference. In this post��

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