Workshop web site: https://training.sharcnet.ca/courses/course/view.php?id=199Alliance account is required for registration.GPU is the de facto accelerator in deep learning. In this course, we will cover a few topics related to the utilization of GPU (or GPUs). (1) Benchmark and compare the performances in training NN models between CPU and GPU. (2) Monitor the usage of GPU. (3) Efficient use of GPU (4) Training with multiple GPUs.The workshop consists of two parts delivered online on Tues. Feb. 25 and Fri. Feb. 28 from 1 P.M. to 2 P.M. Eastern Time. Recordings of live classes will be available afterwards in this course for self-paced learning and review.