High-Performance AI: Unlocking Google Cloud TPU Performance with JAX for Image Recognition

09 Sep 2025
This demo explores how to achieve high-performance AI on Google's Tensor Processing Units (TPUs) using the JAX ecosystem, with a specific focus on image recognition workflows. We’ll begin with micro-benchmarks that showcase JAX's unique advantages for TPU-based computation, such as its single-program, multiple-data (SPMD) programming model, which is ideal for the TPU's systolic array architecture. This setup is designed for integration into larger, production-grade environments, such as those running on Kubernetes.