Description: This lab discusses profiling using NVIDIA Nsight Systems to understand and optimize performance on deep learning training - here we will use a very simple example based on handwritten digits using a PyTorch Modified National Institute of Standards and Technology (MNIST) dataset. The techniques and strategies apply to any optimizing any application that uses NVIDIA GPUs.
NOTE: This course will not be recorded and is limited to 30 persons.
Teachers: Jonathan Dursi (NVIDIA)
Level: Intermediate
Format: Lecture + Hands-on
Certificate: Completion
Prerequisites: Attendees should have some familiarity with running DNN training jobs on GPUs.