An Open Source GPU Benchmarking Project: BenchDaddi

In this video, I'm excited to introduce BenchDaddi, an innovative open-source GPU benchmarking suite that I've developed. BenchDaddi empowers users to analyze GPU performance across various AI tasks with precision and ease. Throughout this tutorial, I'll walk you through the suite's repository structure, setup, and installation process, showcasing how to leverage its benchmarking scripts tailored for Transformers (BERT), RNNs (LSTM), and CNNs (ResNet50). Throughout the tutorial, you'll learn how to assess your GPU's throughput, execution time, data transfer time, and memory usage for both tra…