def export_trial_configuration(self, trial):
default_conf = ModelConfig()
new_conf = trial.space_sample.DT_Module.config
conf_set = []
for f in default_conf._fields:
if new_conf.__getattribute__(f) != default_conf.__getattribute__(f):
conf_set.append(f'\n\t{f}={new_conf.__getattribute__(f)}')
str = f'ModelConfig({",".join(conf_set)})\n\nfit params:{trial.space_sample.fit_params.param_values}'
return str
def _compile(self):
self.config = ModelConfig(**self.param_values)