GPU# GPU compute with Nvidia RAPIDS GPU I: CPU Pandas GPU II: cuDF GPU IV: cuML UMAP GPU V: cuGraph How much GPU RAM do you need and how much data fits into a GPU task? Phase 1: Setup and Data Creation