# Modified from: https://github.com/facebookresearch/fvcore/blob/master/fvcore/common/registry.py # noqa: E501 class Registry(): """ The registry that provides name -> object mapping, to support third-party users' custom modules. To create a registry (e.g. a backbone registry): .. code-block:: python BACKBONE_REGISTRY = Registry('BACKBONE') To register an object: .. code-block:: python @BACKBONE_REGISTRY.register() class MyBackbone(): ... Or: .. code-block:: python BACKBONE_REGISTRY.register(MyBackbone) """ def __init__(self, name): """ Args: name (str): the name of this registry """ self._name = name self._obj_map = {} def _do_register(self, name, obj, suffix=None): if isinstance(suffix, str): name = name + '_' + suffix assert (name not in self._obj_map), (f"An object named '{name}' was already registered " f"in '{self._name}' registry!") self._obj_map[name] = obj def register(self, obj=None, suffix=None): """ Register the given object under the the name `obj.__name__`. Can be used as either a decorator or not. See docstring of this class for usage. """ if obj is None: # used as a decorator def deco(func_or_class): name = func_or_class.__name__ self._do_register(name, func_or_class, suffix) return func_or_class return deco # used as a function call name = obj.__name__ self._do_register(name, obj, suffix) def get(self, name, suffix='basicsr'): ret = self._obj_map.get(name) if ret is None: ret = self._obj_map.get(name + '_' + suffix) print(f'Name {name} is not found, use name: {name}_{suffix}!') if ret is None: raise KeyError(f"No object named '{name}' found in '{self._name}' registry!") return ret def __contains__(self, name): return name in self._obj_map def __iter__(self): return iter(self._obj_map.items()) def keys(self): return self._obj_map.keys() DATASET_REGISTRY = Registry('dataset') ARCH_REGISTRY = Registry('arch') MODEL_REGISTRY = Registry('model') LOSS_REGISTRY = Registry('loss') METRIC_REGISTRY = Registry('metric')