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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)
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