Hyperparameter tuning on TPU

I was wondering if there is any tool to do efficient and effective hyperparameter search/tuning while using TPU (1 device, 8 cores) instead of GPU. I have tried with Ray Tune but it doesn’t work. Any suggestion? Is it more practical to directly go with a classical random search? Thanks!