Finale Anpassungen

segformer_plusplus.egg-info/SOURCES.txt

@@ -2,6 +2,7 @@ setup.py
 segformer_plusplus/__init__.py
 segformer_plusplus/build_model.py
 segformer_plusplus/cityscape_benchmark.py
+segformer_plusplus/configuration_segformer_plusplus.py
 segformer_plusplus/modeling_segformer_plusplus.py
 segformer_plusplus/random_benchmark.py
 segformer_plusplus/start_cityscape_benchmark.py

segformer_plusplus/Registry/registry.py

@@ -58,40 +58,6 @@ class Registry:
         locations (list): The locations to import the modules registered
             in this registry. Defaults to [].
             New in version 0.4.0.
-
-    Examples:
-        >>> # define a registry
-        >>> MODELS = Registry('models')
-        >>> # registry the `ResNet` to `MODELS`
-        >>> @MODELS.register_module()
-        >>> class ResNet:
-        >>>     pass
-        >>> # build model from `MODELS`
-        >>> resnet = MODELS.build(dict(type='ResNet'))
-        >>> @MODELS.register_module()
-        >>> def resnet50():
-        >>>     pass
-        >>> resnet = MODELS.build(dict(type='resnet50'))
-
-        >>> # hierarchical registry
-        >>> DETECTORS = Registry('detectors', parent=MODELS, scope='det')
-        >>> @DETECTORS.register_module()
-        >>> class FasterRCNN:
-        >>>     pass
-        >>> fasterrcnn = DETECTORS.build(dict(type='FasterRCNN'))
-
-        >>> # add locations to enable auto import
-        >>> DETECTORS = Registry('detectors', parent=MODELS,
-        >>>     scope='det', locations=['det.models.detectors'])
-        >>> # define this class in 'det.models.detectors'
-        >>> @DETECTORS.register_module()
-        >>> class MaskRCNN:
-        >>>     pass
-        >>> # The registry will auto import det.models.detectors.MaskRCNN
-        >>> fasterrcnn = DETECTORS.build(dict(type='det.MaskRCNN'))
-
-    More advanced usages can be found at
-    https://mmengine.readthedocs.io/en/latest/advanced_tutorials/registry.html.
     """
 
     def __init__(self,
@@ -112,8 +78,6 @@ class Registry:
         else:
             self._scope = self.infer_scope()
 
-        # See https://mypy.readthedocs.io/en/stable/common_issues.html#
-        # variables-vs-type-aliases for the use
         self.parent: Optional['Registry']
         if parent is not None:
             assert isinstance(parent, Registry)
@@ -122,10 +86,6 @@ class Registry:
         else:
             self.parent = None
 
-        # self.build_func will be set with the following priority:
-        # 1. build_func
-        # 2. parent.build_func
-        # 3. build_from_cfg
         self.build_func: Callable
         if build_func is None:
             if self.parent is not None:
@@ -164,30 +124,13 @@ class Registry:
 
         Returns:
             str: The inferred scope name.
-
-        Examples:
-            >>> # in mmdet/models/backbone/resnet.py
-            >>> MODELS = Registry('models')
-            >>> @MODELS.register_module()
-            >>> class ResNet:
-            >>>     pass
-            >>> # The scope of ``ResNet`` will be ``mmdet``.
         """
-
-        # `sys._getframe` returns the frame object that many calls below the
-        # top of the stack. The call stack for `infer_scope` can be listed as
-        # follow:
-        # frame-0: `infer_scope` itself
-        # frame-1: `__init__` of `Registry` which calls the `infer_scope`
-        # frame-2: Where the `Registry(...)` is called
         module = inspect.getmodule(sys._getframe(2))
         if module is not None:
             filename = module.__name__
             split_filename = filename.split('.')
             scope = split_filename[0]
         else:
-            # use "mmengine" to handle some cases which can not infer the scope
-            # like initializing Registry in interactive mode
             scope = 'mmengine'
         return scope
 
@@ -201,11 +144,6 @@ class Registry:
             tuple[str | None, str]: The former element is the first scope of
             the key, which can be ``None``. The latter is the remaining key.
 
-        Examples:
-            >>> Registry.split_scope_key('mmdet.ResNet')
-            'mmdet', 'ResNet'
-            >>> Registry.split_scope_key('ResNet')
-            None, 'ResNet'
         """
         split_index = key.find('.')
         if split_index != -1:
@@ -243,51 +181,8 @@ class Registry:
 
         Args:
             scope (str, optional): The target scope.
+        """ 
 
-        Examples:
-            >>> from mmengine.registry import Registry, DefaultScope, MODELS
-            >>> import time
-            >>> # External Registry
-            >>> MMDET_MODELS = Registry('mmdet_model', scope='mmdet',
-            >>>     parent=MODELS)
-            >>> MMCLS_MODELS = Registry('mmcls_model', scope='mmcls',
-            >>>     parent=MODELS)
-            >>> # Local Registry
-            >>> CUSTOM_MODELS = Registry('custom_model', scope='custom',
-            >>>     parent=MODELS)
-            >>>
-            >>> # Initiate DefaultScope
-            >>> DefaultScope.get_instance(f'scope_{time.time()}',
-            >>>     scope_name='custom')
-            >>> # Check default scope
-            >>> DefaultScope.get_current_instance().scope_name
-            custom
-            >>> # Switch to mmcls scope and get `MMCLS_MODELS` registry.
-            >>> with CUSTOM_MODELS.switch_scope_and_registry(scope='mmcls') as registry:
-            >>>     DefaultScope.get_current_instance().scope_name
-            mmcls
-            >>>     registry.scope
-            mmcls
-            >>> # Nested switch scope
-            >>> with CUSTOM_MODELS.switch_scope_and_registry(scope='mmdet') as mmdet_registry:
-            >>>     DefaultScope.get_current_instance().scope_name
-            mmdet
-            >>>     mmdet_registry.scope
-            mmdet
-            >>>     with CUSTOM_MODELS.switch_scope_and_registry(scope='mmcls') as mmcls_registry:
-            >>>         DefaultScope.get_current_instance().scope_name
-            mmcls
-            >>>         mmcls_registry.scope
-            mmcls
-            >>>
-            >>> # Check switch back to original scope.
-            >>> DefaultScope.get_current_instance().scope_name
-            custom
-        """  # noqa: E501
-
-        # Switch to the given scope temporarily. If the corresponding registry
-        # can be found in root registry, return the registry under the scope,
-        # otherwise return the registry itself.
         with DefaultScope.overwrite_default_scope(scope):
             # Get the global default scope
             default_scope = DefaultScope.get_current_instance()
@@ -312,8 +207,6 @@ class Registry:
                 root = self._get_root_registry()
                 registry = root._search_child(scope_name)
                 if registry is None:
-                    # if `default_scope` can not be found, fallback to argument
-                    # `registry`
                     print(
                         f'Failed to search registry with scope "{scope_name}" '
                         f'in the "{root.name}" registry tree. '
@@ -324,7 +217,6 @@ class Registry:
                         'correct scope, or whether the registry is '
                         'initialized.',)
                     registry = self
-            # If there is no built default scope, just return current registry.
             else:
                 registry = self
             yield registry
@@ -362,10 +254,6 @@ class Registry:
                             'its modules, please make sure you '
                             'have registered the module manually.',)
                 else:
-                    # The import errors triggered during the registration
-                    # may be more complex, here just throwing
-                    # the error to avoid causing more implicit registry errors
-                    # like `xxx`` not found in `yyy` registry.
                     module.register_all_modules(False)  # type: ignore
 
             for loc in self._locations:
@@ -406,27 +294,6 @@ class Registry:
         Returns:
             Type or None: Return the corresponding class if ``key`` exists,
             otherwise return None.
-
-        Examples:
-            >>> # define a registry
-            >>> MODELS = Registry('models')
-            >>> # register `ResNet` to `MODELS`
-            >>> @MODELS.register_module()
-            >>> class ResNet:
-            >>>     pass
-            >>> resnet_cls = MODELS.get('ResNet')
-
-            >>> # hierarchical registry
-            >>> DETECTORS = Registry('detector', parent=MODELS, scope='det')
-            >>> # `ResNet` does not exist in `DETECTORS` but `get` method
-            >>> # will try to search from its parents or ancestors
-            >>> resnet_cls = DETECTORS.get('ResNet')
-            >>> CLASSIFIER = Registry('classifier', parent=MODELS, scope='cls')
-            >>> @CLASSIFIER.register_module()
-            >>> class MobileNet:
-            >>>     pass
-            >>> # `get` from its sibling registries
-            >>> mobilenet_cls = DETECTORS.get('cls.MobileNet')
         """
 
         if not isinstance(key, str):
@@ -484,12 +351,6 @@ class Registry:
                     obj_cls = root.get(key)
 
         if obj_cls is None:
-            # Actually, it's strange to implement this `try ... except` to
-            # get the object by its name in `Registry.get`. However, If we
-            # want to build the model using a configuration like
-            # `dict(type='mmengine.model.BaseModel')`, which can
-            # be dumped by lazy import config, we need this code snippet
-            # for `Registry.get` to work.
             try:
                 obj_cls = get_object_from_string(key)
             except Exception:
@@ -537,17 +398,6 @@ class Registry:
 
         Returns:
             Any: The constructed object.
-
-        Examples:
-            >>> from mmengine import Registry
-            >>> MODELS = Registry('models')
-            >>> @MODELS.register_module()
-            >>> class ResNet:
-            >>>     def __init__(self, depth, stages=4):
-            >>>         self.depth = depth
-            >>>         self.stages = stages
-            >>> cfg = dict(type='ResNet', depth=50)
-            >>> model = MODELS.build(cfg)
         """
         return self.build_func(cfg, *args, **kwargs, registry=self)
 
@@ -612,22 +462,6 @@ class Registry:
                 name. Defaults to False.
             module (type, optional): Module class or function to be registered.
                 Defaults to None.
-
-        Examples:
-            >>> backbones = Registry('backbone')
-            >>> # as a decorator
-            >>> @backbones.register_module()
-            >>> class ResNet:
-            >>>     pass
-            >>> backbones = Registry('backbone')
-            >>> @backbones.register_module(name='mnet')
-            >>> class MobileNet:
-            >>>     pass
-
-            >>> # as a normal function
-            >>> class ResNet:
-            >>>     pass
-            >>> backbones.register_module(module=ResNet)
         """
         if not isinstance(force, bool):
             raise TypeError(f'force must be a boolean, but got {type(force)}')
@@ -663,14 +497,6 @@ def is_seq_of(seq: Any,
 
     Returns:
         bool: Return True if ``seq`` is valid else False.
-
-    Examples:
-        >>> from mmengine.utils import is_seq_of
-        >>> seq = ['a', 'b', 'c']
-        >>> is_seq_of(seq, str)
-        True
-        >>> is_seq_of(seq, int)
-        False
     """
     if seq_type is None:
         exp_seq_type = abc.Sequence
@@ -690,10 +516,6 @@ def get_object_from_string(obj_name: str):
 
     Args:
         obj_name (str): The name of the object.
-
-    Examples:
-        >>> get_object_from_string('torch.optim.sgd.SGD')
-        >>> torch.optim.sgd.SGD
     """
     parts = iter(obj_name.split('.'))
     module_name = next(parts)

segformer_plusplus/cityscapes_prediction_output.txt

@@ -20,16 +20,16 @@
 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17
 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17
 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 6 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17
-17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17
+17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17
 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17
 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 6 17 17 17 17 6 6 6 6 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17
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-17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 6 6 6 6 6 6 17 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17
+17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 6 6 6 6 6 6 17 17 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17
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-17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 6 6 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 6 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17
+17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 6 6 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17
 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17
 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17
 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 6 17 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17
@@ -41,7 +41,7 @@
 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 17 17 17 17 6 17 17 17 17 17 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 6 6 6 17 6 6 6 17 17 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17
 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 6 6 17 17 17 17 17 17 6 6 17 17 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 6 6 17 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17
 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 17 17 17 17 17 6 6 17 17 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 6 6 6 6 6 6 6 6 17 17 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17
-17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 17 17 17 17 17 17 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 17 6 6 6 17 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17
+17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 6 6 6 6 17 6 6 6 17 6 6 6 6 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 6 6 17 17 6 6 6 6 6 6 6 6 6 6 6 6 17 17 17 17 17 17 17 17 17 17
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segformer_plusplus/configs/config/utils.py

@@ -25,34 +25,6 @@ __import__('pkg_resources.extern.packaging.markers')
 PYTHON_ROOT_DIR = osp.dirname(osp.dirname(sys.executable))
 SYSTEM_PYTHON_PREFIX = '/usr/lib/python'
 
-MODULE2PACKAGE = {
-    'mmcls': 'mmcls',
-    'mmdet': 'mmdet',
-    'mmdet3d': 'mmdet3d',
-    'mmseg': 'mmsegmentation',
-    'mmaction': 'mmaction2',
-    'mmtrack': 'mmtrack',
-    'mmpose': 'mmpose',
-    'mmedit': 'mmedit',
-    'mmocr': 'mmocr',
-    'mmgen': 'mmgen',
-    'mmfewshot': 'mmfewshot',
-    'mmrazor': 'mmrazor',
-    'mmflow': 'mmflow',
-    'mmhuman3d': 'mmhuman3d',
-    'mmrotate': 'mmrotate',
-    'mmselfsup': 'mmselfsup',
-    'mmyolo': 'mmyolo',
-    'mmpretrain': 'mmpretrain',
-    'mmagic': 'mmagic',
-}
-
-# PKG2PROJECT is not a proper name to represent the mapping between module name
-# (module import from) and package name (used by pip install). Therefore,
-# PKG2PROJECT will be deprecated and this alias will only be kept until
-# MMEngine v1.0.0
-PKG2PROJECT = MODULE2PACKAGE
-
 
 class ConfigParsingError(RuntimeError):
     """Raise error when failed to parse pure Python style config files."""
@@ -143,9 +115,6 @@ def _get_package_and_cfg_path(cfg_path: str) -> Tuple[str, str]:
                          'config name, but found multiple `::` in '
                          f'{cfg_path}')
     package, cfg_path = package_cfg
-    assert package in MODULE2PACKAGE, (
-        f'mmengine does not support to load {package} config.')
-    package = MODULE2PACKAGE[package]
     return package, cfg_path
 
 
@@ -199,82 +168,8 @@ class ImportTransformer(ast.NodeTransformer):
     """Convert the import syntax to the assignment of
     :class:`mmengine.config.LazyObject` and preload the base variable before
     parsing the configuration file.
-
-    Since you are already looking at this part of the code, I believe you must
-    be interested in the mechanism of the ``lazy_import`` feature of
-    :class:`Config`. In this docstring, we will dive deeper into its
-    principles.
-
-    Most of OpenMMLab users maybe bothered with that:
-
-        * In most of popular IDEs, they cannot navigate to the source code in
-          configuration file
-        * In most of popular IDEs, they cannot jump to the base file in current
-          configuration file, which is much painful when the inheritance
-          relationship is complex.
-
-    In order to solve this problem, we introduce the ``lazy_import`` mode.
-
-    A very intuitive idea for solving this problem is to import the module
-    corresponding to the "type" field using the ``import`` syntax. Similarly,
-    we can also ``import`` base file.
-
-    However, this approach has a significant drawback. It requires triggering
-    the import logic to parse the configuration file, which can be
-    time-consuming. Additionally, it implies downloading numerous dependencies
-    solely for the purpose of parsing the configuration file.
-    However, it's possible that only a portion of the config will actually be
-    used. For instance, the package used in the ``train_pipeline`` may not
-    be necessary for an evaluation task. Forcing users to download these
-    unused packages is not a desirable solution.
-
-    To avoid this problem, we introduce :class:`mmengine.config.LazyObject` and
-    :class:`mmengine.config.LazyAttr`. Before we proceed with further
-    explanations, you may refer to the documentation of these two modules to
-    gain an understanding of their functionalities.
-
-    Actually, one of the functions of ``ImportTransformer`` is to hack the
-    ``import`` syntax. It will replace the import syntax
-    (exclude import the base files) with the assignment of ``LazyObject``.
-
-    As for the import syntax of the base file, we cannot lazy import it since
-    we're eager to merge the fields of current file and base files. Therefore,
-    another function of the ``ImportTransformer`` is to collaborate with
-    ``Config._parse_lazy_import`` to parse the base files.
-
-    Args:
-        global_dict (dict): The global dict of the current configuration file.
-            If we divide ordinary Python syntax into two parts, namely the
-            import section and the non-import section (assuming a simple case
-            with imports at the beginning and the rest of the code following),
-            the variables generated by the import statements are stored in
-            global variables for subsequent code use. In this context,
-            the ``global_dict`` represents the global variables required when
-            executing the non-import code. ``global_dict`` will be filled
-            during visiting the parsed code.
-        base_dict (dict): All variables defined in base files.
-
-            Examples:
-                >>> from mmengine.config import read_base
-                >>>
-                >>>
-                >>> with read_base():
-                >>>     from .._base_.default_runtime import *
-                >>>     from .._base_.datasets.coco_detection import dataset
-
-            In this case, the base_dict will be:
-
-            Examples:
-                >>> base_dict = {
-                >>>     '.._base_.default_runtime': ...
-                >>>     '.._base_.datasets.coco_detection': dataset}
-
-            and `global_dict` will be updated like this:
-
-            Examples:
-                >>> global_dict.update(base_dict['.._base_.default_runtime'])  # `import *` means update all data
-                >>> global_dict.update(dataset=base_dict['.._base_.datasets.coco_detection']['dataset'])  # only update `dataset`
-    """  # noqa: E501
+    """
+    # noqa: E501
 
     def __init__(self,
                  global_dict: dict,
@@ -282,15 +177,6 @@ class ImportTransformer(ast.NodeTransformer):
                  filename: Optional[str] = None):
         self.base_dict = base_dict if base_dict is not None else {}
         self.global_dict = global_dict
-        # In Windows, the filename could be like this:
-        # "C:\\Users\\runneradmin\\AppData\\Local\\"
-        # Although it has been an raw string, ast.parse will firstly escape
-        # it as the executed code:
-        # "C:\Users\runneradmin\AppData\Local\\\"
-        # As you see, the `\U` will be treated as a part of
-        # the escape sequence during code parsing, leading to an
-        # parsing error
-        # Here we use `encode('unicode_escape').decode()` for double escaping
         if isinstance(filename, str):
             filename = filename.encode('unicode_escape').decode()
         self.filename = filename
@@ -300,32 +186,6 @@ class ImportTransformer(ast.NodeTransformer):
     def visit_ImportFrom(
         self, node: ast.ImportFrom
     ) -> Optional[Union[List[ast.Assign], ast.ImportFrom]]:
-        """Hack the ``from ... import ...`` syntax and update the global_dict.
-
-        Examples:
-            >>> from mmdet.models import RetinaNet
-
-        Will be parsed as:
-
-        Examples:
-            >>> RetinaNet = lazyObject('mmdet.models', 'RetinaNet')
-
-        ``global_dict`` will also be updated by ``base_dict`` as the
-        class docstring says.
-
-        Args:
-            node (ast.AST): The node of the current import statement.
-
-        Returns:
-            Optional[List[ast.Assign]]: There three cases:
-
-                * If the node is a statement of importing base files.
-                  None will be returned.
-                * If the node is a statement of importing a builtin module,
-                  node will be directly returned
-                * Otherwise, it will return the assignment statements of
-                  ``LazyObject``.
-        """
         # Built-in modules will not be parsed as LazyObject
         module = f'{node.level*"."}{node.module}'
         if _is_builtin_module(module):
@@ -361,23 +221,13 @@ class ImportTransformer(ast.NodeTransformer):
             else:
                 lineno = node.lineno
             if alias_node.name == '*':
-                # TODO: If users import * from a non-config module, it should
-                # fallback to import the real module and raise a warning to
-                # remind users the real module will be imported which will slow
-                # down the parsing speed.
                 raise ConfigParsingError(
                     'Illegal syntax in config! `from xxx import *` is not '
                     'allowed to appear outside the `if base:` statement')
             elif alias_node.asname is not None:
-                # case1:
-                # from mmengine.dataset import BaseDataset as Dataset ->
-                # Dataset = LazyObject('mmengine.dataset', 'BaseDataset')
                 code = f'{alias_node.asname} = LazyObject("{module}", "{alias_node.name}", "{self.filename}, line {lineno}")'  # noqa: E501
                 self.imported_obj.add(alias_node.asname)
             else:
-                # case2:
-                # from mmengine.model import BaseModel
-                # BaseModel = LazyObject('mmengine.model', 'BaseModel')
                 code = f'{alias_node.name} = LazyObject("{module}", "{alias_node.name}", "{self.filename}, line {lineno}")'  # noqa: E501
                 self.imported_obj.add(alias_node.name)
             try:
@@ -394,37 +244,7 @@ class ImportTransformer(ast.NodeTransformer):
     def visit_Import(self, node) -> Union[ast.Assign, ast.Import]:
         """Work with ``_gather_abs_import_lazyobj`` to hack the ``import ...``
         syntax.
-
-        Examples:
-            >>> import mmcls.models
-            >>> import mmcls.datasets
-            >>> import mmcls
-
-        Will be parsed as:
-
-        Examples:
-            >>> # import mmcls.models; import mmcls.datasets; import mmcls
-            >>> mmcls = lazyObject(['mmcls', 'mmcls.datasets', 'mmcls.models'])
-
-        Args:
-            node (ast.AST): The node of the current import statement.
-
-        Returns:
-            ast.Assign: If the import statement is ``import ... as ...``,
-            ast.Assign will be returned, otherwise node will be directly
-            returned.
         """
-        # For absolute import like: `import mmdet.configs as configs`.
-        # It will be parsed as:
-        # configs = LazyObject('mmdet.configs')
-        # For absolute import like:
-        # `import mmdet.configs`
-        # `import mmdet.configs.default_runtime`
-        # This will be parsed as
-        # mmdet = LazyObject(['mmdet.configs.default_runtime', 'mmdet.configs])
-        # However, visit_Import cannot gather other import information, so
-        # `_gather_abs_import_LazyObject` will gather all import information
-        # from the same module and construct the LazyObject.
         alias_list = node.names
         assert len(alias_list) == 1, (
             'Illegal syntax in config! import multiple modules in one line is '
@@ -485,19 +305,11 @@ def get_installed_path(package: str) -> str:
 
     Args:
         package (str): Name of package.
-
-    Example:
-        >>> get_installed_path('mmcls')
-        >>> '.../lib/python3.7/site-packages/mmcls'
     """
     import importlib.util
 
     from pkg_resources import DistributionNotFound, get_distribution
 
-    # if the package name is not the same as module name, module name should be
-    # inferred. For example, mmcv-full is the package name, but mmcv is module
-    # name. If we want to get the installed path of mmcv-full, we should concat
-    # the pkg.location and module name
     try:
         pkg = get_distribution(package)
     except DistributionNotFound as e:
@@ -533,14 +345,6 @@ def import_modules_from_strings(imports, allow_failed_imports=False):
 
     Returns:
         list[module] | module | None: The imported modules.
-
-    Examples:
-        >>> osp, sys = import_modules_from_strings(
-        ...     ['os.path', 'sys'])
-        >>> import os.path as osp_
-        >>> import sys as sys_
-        >>> assert osp == osp_
-        >>> assert sys == sys_
     """
     if not imports:
         return
@@ -582,15 +386,10 @@ def is_installed(package: str) -> bool:
     Args:
         package (str): Name of package to be checked.
     """
-    # When executing `import mmengine.runner`,
-    # pkg_resources will be imported and it takes too much time.
-    # Therefore, import it in function scope to save time.
     import importlib.util
     import pkg_resources
     from pkg_resources import get_distribution
 
-    # refresh the pkg_resources
-    # more datails at https://github.com/pypa/setuptools/issues/373
     importlib.reload(pkg_resources)
     try:
         get_distribution(package)
@@ -712,10 +511,6 @@ class Requirement(packaging.requirements.Requirement):
             return False
 
         item = item.version
-
-        # Allow prereleases always in order to match the previous behavior of
-        # this method. In the future this should be smarter and follow PEP 440
-        # more accurately.
         return self.specifier.contains(item, prereleases=True)
 
     def __hash__(self):

segformer_plusplus/utils/build_functions.py

@@ -29,23 +29,6 @@ def build_from_cfg(
     will be popped up and the remaining keys will be used as initialization
     arguments.
 
-    Examples:
-        >>> from mmengine import Registry, build_from_cfg
-        >>> MODELS = Registry('models')
-        >>> @MODELS.register_module()
-        >>> class ResNet:
-        >>>     def __init__(self, depth, stages=4):
-        >>>         self.depth = depth
-        >>>         self.stages = stages
-        >>> cfg = dict(type='ResNet', depth=50)
-        >>> model = build_from_cfg(cfg, MODELS)
-        >>> # Returns an instantiated object
-        >>> @MODELS.register_module()
-        >>> def resnet50():
-        >>>     pass
-        >>> resnet = build_from_cfg(dict(type='resnet50'), MODELS)
-        >>> # Return a result of the calling function
-
     Args:
         cfg (dict or ConfigDict or Config): Config dict. It should at least
             contain the key "type".
@@ -82,9 +65,6 @@ def build_from_cfg(
         for name, value in default_args.items():
             args.setdefault(name, value)
 
-    # Instance should be built under target scope, if `_scope_` is defined
-    # in cfg, current default scope should switch to specified scope
-    # temporarily.
     scope = args.pop('_scope_', None)
     with registry.switch_scope_and_registry(scope) as registry:
         obj_type = args.pop('type')
@@ -94,9 +74,6 @@ def build_from_cfg(
                 raise KeyError(
                     f'{obj_type} is not in the {registry.scope}::{registry.name} registry. '  # noqa: E501
                     f'Please check whether the value of `{obj_type}` is '
-                    'correct or it was registered as expected. More details '
-                    'can be found at '
-                    'https://mmengine.readthedocs.io/en/latest/advanced_tutorials/config.html#import-the-custom-module'  # noqa: E501
                 )
         # this will include classes, functions, partial functions and more
         elif callable(obj_type):