def __init__(self, OptimizerClass: tp.Type[Optimizer], config: tp.Dict[str, tp.Any], as_config: bool = False) -> None:
self._OptimizerClass = OptimizerClass
config.pop("self", None) # self comes from "locals()"
config.pop("__class__", None) # self comes from "locals()"
self._as_config = as_config
self._config = config # keep all, to avoid weird behavior at mismatch between optim and configoptim
diff = ngtools.different_from_defaults(instance=self, instance_dict=config, check_mismatches=True)
params = ", ".join(f"{x}={y!r}" for x, y in sorted(diff.items()))
self.name = f"{self.__class__.__name__}({params})"
if not as_config:
# try instantiating for init checks
# if as_config: check can be done before setting attributes
self(parametrization=4, budget=100)
def __init__(self,
OptimizerClass: OptCls,
config: tp.Dict[str, tp.Any],
as_config: bool = False) -> None:
self._OptimizerClass = OptimizerClass
config.pop("self", None) # self comes from "locals()"
config.pop("__class__", None) # self comes from "locals()"
self._as_config = as_config
self._config = config # keep all, to avoid weird behavior at mismatch between optim and configoptim
diff = ngtools.different_from_defaults(instance=self,
instance_dict=config,
check_mismatches=True)
params = ", ".join(f"{x}={y!r}" for x, y in sorted(diff.items()))
self.name = f"{self.__class__.__name__}({params})"
if not as_config:
# try instantiating for init checks
# if as_config: check can be done before setting attributes
with warnings.catch_warnings():
warnings.filterwarnings(
"ignore", category=errors.InefficientSettingsWarning
) # this check does not need to be efficient
self(parametrization=4, budget=100)
def __init__(self) -> None:
different = ngtools.different_from_defaults(self,
check_mismatches=True)
super().__init__(**different)
def __repr__(self) -> str:
diff = ",".join(f"{x}={y}" for x, y in sorted(
ngtools.different_from_defaults(instance=self,
check_mismatches=True).items()))
return f"{self.__class__.__name__}({diff})"
