TensorFlow is a machine learning library, base AMD ROCm GPU package, tensorflow only.
TensorFlow provides multiple APIs.The lowest level API, TensorFlow Core provides you with complete programming control. Base ROCm package contains only tensorflow, not tensorflow-tensorboard.