TensorFlow is an open-source framework widely used for building and training machine learning models, including deep learning. ROCm is AMD's platform for GPU computing, designed to deliver high-performance computing and machine learning capabilities on AMD GPUs. A ROCm-enabled TensorFlow container is a pre-configured, portable environment that includes TensorFlow optimized for running efficiently on AMD GPUs, letting you use the power of AMD GPUs for machine learning tasks without manually setting up or managing dependencies. This guide downloads and runs a ROCm-supported TensorFlow container on a GPU-enabled server with an AMD GPU, then installs TensorFlow directly on the host using pip for the ROCm compute platform.…