This workshop offers hands-on experience in accelerating Python codes with NVIDIA GPUs. You'll explore two main categories: drop-in replacements for SciPy and NumPy using CuPy, and GPU acceleration for data science workloads with NVIDIA RAPIDS. Finally, we will over Warp for differentiable simulation codes.
This 2-hour workshop will introduce the Illinois Campus Cluster (ICC) and teach how to perform basic tasks in the cluster environment with hands-on exercises. The content is suitable for researchers wanting to know more about ICCP and those with little experience working with clusters. Register by May 30, 2025.