>


<dt>allow_new_entries</dt>
<dd><p>Boolean, whether the hypermodel is allowed to request hyperparameter entries not listed in `hyperparameters`. Defaults to TRUE.</p></dd>


<dt>max_retries_per_trial</dt>
<dd><p>Integer. Defaults to 0. The maximum number of times to retry a `Trial` if the trial crashed or the results are invalid.</p></dd>


<dt>max_consecutive_failed_trials</dt>
<dd><p>Integer. Defaults to 3. The maximum number of consecutive failed `Trial`s. When this number is reached, the search will 