




'''simple docstring'''


import argparse
import os
import re


_lowerCAmelCase  		=      "src/transformers/models/auto"


# re pattern that matches mapping introductions:
#    SUPER_MODEL_MAPPING_NAMES = OrderedDict or SUPER_MODEL_MAPPING = OrderedDict
_lowerCAmelCase  		=      re.compile(r"[A-Z_]+_MAPPING(\s+|_[A-Z_]+\s+)=\s+OrderedDict")
# re pattern that matches identifiers in mappings
_lowerCAmelCase  		=      re.compile(r"\s*\(\s*\"(\S[^\"]+)\"")






def 		_lowerCAmelCase							(   lowercase							: str					,  lowercase							: bool = False    )			->Dict:
   """simple docstring"""




   with open(snake_case_					,  '''r'''					,  encoding='''utf-8'''    ) as f:
      lowercase__       							=							f.read()

   lowercase__       							=							content.split('''\n'''    )
   lowercase__       							=							[]
   lowercase__       							=							0
   while line_idx < len(snake_case_    ):
      if _re_intro_mapping.search(lines[line_idx]    ) is not None:
         lowercase__       							=							len(re.search(R'''^(\s*)\S'''					,  lines[line_idx]    ).groups()[0]    ) + 8
         # Start of a new mapping!
         while not lines[line_idx].startswith(''' ''' * indent + '''('''    ):
            new_lines.append(lines[line_idx]    )
            line_idx += 1

         lowercase__       							=							[]
         while lines[line_idx].strip() != "]":
            # Blocks either fit in one line or not
            if lines[line_idx].strip() == "(":
               lowercase__       							=							line_idx
               while not lines[line_idx].startswith(''' ''' * indent + ''')'''    ):
                  line_idx += 1
               blocks.append('''\n'''.join(lines[start_idx : line_idx + 1]    )    )
            else:
               blocks.append(lines[line_idx]    )
            line_idx += 1

         # Sort blocks by their identifiers
         lowercase__       							=							sorted(snake_case_					,  key=lambda lowercase    : _re_identifier.search(snake_case_    ).groups()[0]    )
         new_lines += blocks
      else:
         new_lines.append(lines[line_idx]    )
         line_idx += 1

   if overwrite:
      with open(snake_case_					,  '''w'''					,  encoding='''utf-8'''    ) as f:
         f.write('''\n'''.join(snake_case_    )    )
   elif "\n".join(snake_case_    ) != content:
      return True






def 		_lowerCAmelCase							(   lowercase							: bool = False    )			->str:
   """simple docstring"""




   lowercase__       							=							[os.path.join(snake_case_					,  snake_case_    ) for f in os.listdir(snake_case_    ) if f.endswith('''.py'''    )]
   lowercase__       							=							[sort_auto_mapping(snake_case_					,  overwrite=snake_case_    ) for fname in fnames]

   if not overwrite and any(snake_case_    ):
      lowercase__       							=							[f for f, d in zip(snake_case_					,  snake_case_    ) if d]
      raise ValueError(
          F'''The following files have auto mappings that need sorting: {', '.join(snake_case_    )}. Run `make style` to fix'''
          ''' this.'''    )


if __name__ == "__main__":
  _lowerCAmelCase  		=      argparse.ArgumentParser()
  parser.add_argument("--check_only", action="store_true", help="Whether to only check or fix style.")
  _lowerCAmelCase  		=      parser.parse_args()

  sort_all_auto_mappings(not args.check_only)











"""simple docstring"""



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


a_					=     logging.get_logger(__name__)

a_					=     {
    """sail/poolformer_s12""": """https://huggingface.co/sail/poolformer_s12/resolve/main/config.json""",
    # See all PoolFormer models at https://huggingface.co/models?filter=poolformer
}






class 						__snake_case   (						SCREAMING_SNAKE_CASE__	):





 """simple docstring"""


 _lowerCamelCase								=	"""poolformer"""

 def __init__(       self   ,		__lowerCamelCase=3   ,		__lowerCamelCase=16   ,		__lowerCamelCase=16   ,		__lowerCamelCase=3   ,		__lowerCamelCase=4.0   ,		__lowerCamelCase=[2, 2, 6, 2]   ,		__lowerCamelCase=[64, 128, 320, 512]   ,		__lowerCamelCase=[7, 3, 3, 3]   ,		__lowerCamelCase=[4, 2, 2, 2]   ,		__lowerCamelCase=[2, 1, 1, 1]   ,		__lowerCamelCase=4   ,		__lowerCamelCase=0.0   ,		__lowerCamelCase="gelu"   ,		__lowerCamelCase=True   ,		__lowerCamelCase=1e-5   ,		__lowerCamelCase=0.0_2   ,		**__lowerCamelCase   ,		):



     '''simple docstring'''




     __A       :		str							=	num_channels
     __A       :		List[str]							=	patch_size
     __A       :		str							=	stride
     __A       :		Any							=	padding
     __A       :		Any							=	pool_size
     __A       :		Dict							=	hidden_sizes
     __A       :		Optional[Any]							=	mlp_ratio
     __A       :		Any							=	depths
     __A       :		List[str]							=	patch_sizes
     __A       :		Union[str, Any]							=	strides
     __A       :		List[str]							=	num_encoder_blocks
     __A       :		Optional[int]							=	drop_path_rate
     __A       :		Union[str, Any]							=	hidden_act
     __A       :		Optional[Any]							=	use_layer_scale
     __A       :		List[Any]							=	layer_scale_init_value
     __A       :		List[Any]							=	initializer_range
     super().__init__(**__lowerCamelCase    )






class 						__snake_case   (						SCREAMING_SNAKE_CASE__	):





 """simple docstring"""


 _lowerCamelCase								=	version.parse("""1.11"""	)

 @property
 def    UpperCamelCase__(       self    ):



     '''simple docstring'''




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







 @property
 def    UpperCamelCase__(       self    ):



     '''simple docstring'''




     return 2e-3




