Tuner base class.
BaseTuner( oracle, hypermodel, directory = NULL, project_name = NULL, logger = NULL, overwrite = FALSE )
oracle | Instance of Oracle class. |
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hypermodel | Instance of HyperModel class (or callable that takes hyperparameters and returns a Model instance). |
directory | String. Path to the working directory (relative). |
project_name | Name to use as prefix for files saved by this Tuner. |
logger | Optional. Instance of Logger class, used for streaming data to Cloud Service for monitoring. |
overwrite | Bool, default `FALSE`. If `FALSE`, reloads an existing project of the same name if one is found. Otherwise, overwrites the project. |
base tuner object
May be subclassed to create new tuners, including for non-Keras models.