Benchmarking GPUs for Mixed Precision Training with Deep Learning
In this tutorial, we examine mixed-precision training to try and understand how we can leverage it in our code, how it fits into the traditional DL algorithmic paradigm, what frameworks support mixed precision training, and performance tips on using GPUs for DL with automatic mixed precision.
Computing GPU memory bandwidth with Deep Learning Benchmarks
In this article, we look at GPUs in depth to learn about memory bandwidth and how it affects the processing speed of the accelerator unit for deep learning and other pertinent computational tasks.
Understanding Facial Recognition with Deep Learning
In this new tutorial, you will learn how to harness dlib to recognize faces in your personal photos.