Profiling and Optimizing Deep Neural Networks with DLProf
Topic: Profiling and Optimizing Deep Neural Networks with DLProf
Date and time: May 18, 2021, 1pm to 2pm
Software profiling is key to achieve the best performance on a system. It is important to understand CPU, GPU, and memory bottlenecks of your deep learning application executions, which could slow down the training or inference. Nvidia Deep Learning Profiler (DLProf) is a tool for profiling deep learning models to help researchers understand and improve performance of the models.