

from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging
from ...utils.backbone_utils import BackboneConfigMixin, get_aligned_output_features_output_indices


snake_case__ :						List[str]     =			logging.get_logger(__name__)

snake_case__ :						List[Any]     =			{
    '''facebook/convnext-tiny-224''': '''https://huggingface.co/facebook/convnext-tiny-224/resolve/main/config.json''',
    # See all ConvNeXT models at https://huggingface.co/models?filter=convnext
}





class     snake_case  (	__SCREAMING_SNAKE_CASE ,  __SCREAMING_SNAKE_CASE							):


   '''simple docstring'''







   UpperCamelCase__	:       Optional[Any]     =      "convnext"




   def __init__(					self     :	Dict						,    lowerCamelCase_     :	Optional[int]=3						,    lowerCamelCase_     :	List[str]=4						,    lowerCamelCase_     :	List[Any]=4						,    lowerCamelCase_     :	str=None						,    lowerCamelCase_     :	Optional[int]=None						,    lowerCamelCase_     :	Tuple="gelu"						,    lowerCamelCase_     :	List[Any]=0.02						,    lowerCamelCase_     :	Tuple=1E-12						,    lowerCamelCase_     :	Tuple=1E-6						,    lowerCamelCase_     :	int=0.0						,    lowerCamelCase_     :	Optional[Any]=224						,    lowerCamelCase_     :	Union[str, Any]=None						,    lowerCamelCase_     :	int=None						,    **lowerCamelCase_     :	List[Any]						,    )					->Dict:
     '''simple docstring'''







     super().__init__(**UpperCamelCase__			)

     UpperCAmelCase__    						=   num_channels
     UpperCAmelCase__    						=   patch_size
     UpperCAmelCase__    						=   num_stages
     UpperCAmelCase__    						=   [96, 192, 384, 768] if hidden_sizes is None else hidden_sizes
     UpperCAmelCase__    						=   [3, 3, 9, 3] if depths is None else depths
     UpperCAmelCase__    						=   hidden_act
     UpperCAmelCase__    						=   initializer_range
     UpperCAmelCase__    						=   layer_norm_eps
     UpperCAmelCase__    						=   layer_scale_init_value
     UpperCAmelCase__    						=   drop_path_rate
     UpperCAmelCase__    						=   image_size
     UpperCAmelCase__    						=   ['''stem'''] + [f'''stage{idx}''' for idx in range(1						,    len(self.depths			) + 1			)]
     UpperCAmelCase__    						=   get_aligned_output_features_output_indices(
         out_features=UpperCamelCase__						,    out_indices=UpperCamelCase__						,    stage_names=self.stage_names			)





class     snake_case  (	__SCREAMING_SNAKE_CASE							):


   '''simple docstring'''







   UpperCamelCase__	:       Tuple     =      version.parse("1.11"							)




   @property
   def 	UpperCAmelCase       (					self     :	Union[str, Any]			)					->Mapping[str, Mapping[int, str]]:
     '''simple docstring'''







     return OrderedDict(
         [
             ("""pixel_values""", {0: """batch""", 1: """num_channels""", 2: """height""", 3: """width"""}),
         ]			)







   @property
   def 	UpperCAmelCase       (					self     :	Optional[int]			)					->float:
     '''simple docstring'''







     return 1E-5










# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from pathlib import Path

from .config_args import default_config_file, load_config_from_file
from .config_utils import SubcommandHelpFormatter


snake_case__ :						str     =			'''Update an existing config file with the latest defaults while maintaining the old configuration.'''


def 						lowercase		(     _lowerCAmelCase      ):
  UpperCAmelCase__    						=   args.config_file
  if config_file is None and Path(_lowerCAmelCase      ).exists():
    UpperCAmelCase__    						=   default_config_file
  elif not Path(_lowerCAmelCase      ).exists():
    raise ValueError(F'''The passed config file located at {config_file} doesn\'t exist.'''      )
  UpperCAmelCase__    						=   load_config_from_file(_lowerCAmelCase      )

  if config_file.endswith(""".json"""      ):
    config.to_json_file(_lowerCAmelCase      )
  else:
    config.to_yaml_file(_lowerCAmelCase      )
  return config_file


def 						lowercase		(     _lowerCAmelCase   ,     _lowerCAmelCase      ):
  UpperCAmelCase__    						=   parser.add_parser("""update"""   ,     parents=_lowerCAmelCase   ,     help=_lowerCAmelCase   ,     formatter_class=_lowerCAmelCase      )
  parser.add_argument(
      """--config_file"""   ,     default=_lowerCAmelCase   ,     help=(
          """The path to the config file to update. Will default to a file named default_config.yaml in the cache """
          """location, which is the content of the environment `HF_HOME` suffixed with 'accelerate', or if you don't have """
          """such an environment variable, your cache directory ('~/.cache' or the content of `XDG_CACHE_HOME`) suffixed """
          """with 'huggingface'."""
      )   ,     )

  parser.set_defaults(func=_lowerCAmelCase      )
  return parser





def 						lowercase		(     _lowerCAmelCase      ):
  UpperCAmelCase__    						=   update_config(_lowerCAmelCase      )
  print(F'''Sucessfully updated the configuration file at {config_file}.'''      )




