JAX is an open-source library designed for high-performance numerical computing and machine learning research. It provides tools for automatic differentiation, GPU/TPU acceleration, and just-in-time compilation to optimize code execution. ROCm, AMD's platform for GPU computing, enables JAX to utilize the power of AMD GPUs for faster computations. A ROCm-enabled JAX container is a pre-configured, portable environment that includes JAX optimized for AMD GPUs. By using this container, developers an......