9:00 – 9:40 -- Introduction to AWS Trainium: Yida Wang
9:40 – 10:30 -- Intro to NKI + Attention Kernel Case Study part I (functionality): Serina Tan
10:30 – 11:00 -- Coffee break
11:00 – 11:40 -- Attention Kernel Case Study part II (performance): Serina Tan, featured with Hongyi Jin from CMU
11:40 – 12:20 -- Case Study: Training Mamba on Trainium: Alessandro Achille