Add `setup_tb`, write `summary_config` for tensorboard hparams to be able to recognize hyperparameter more accurately.
This converts keras-tuner hp into tensorboard hparams api, then write `summary_config`.
Support:
- `kerastuner.engine.hyperparameters.Int`: converted into `hp.IntInterval`
- `kerastuner.engine.hyperparameters.Choice`: converted into `hp.Discrete`
- `kerastuner.engine.hyperparameters.Float`: converted into `hp.RealInterval`
- `kerastuner.engine.hyperparameters.Boolean`: converted into `hp.Discrete`, values=(True, False)