



import os
from collections.abc import Iterator







def 	lowerCamelCase_   (  _a    :		str = "."  ):



    '''simple docstring'''




    for dir_path, dir_names, filenames in os.walk(snake_case_  ):
        UpperCAmelCase_			:    Any   						= [d for d in dir_names if d != """scripts""" and d[0] not in """._"""]
        for filename in filenames:
            if filename == "__init__.py":
                continue
            if os.path.splitext(snake_case_  )[1] in (".py", ".ipynb"):
                yield os.path.join(snake_case_					,						snake_case_  ).lstrip("""./"""  )







def 	lowerCamelCase_   (  _a    :		Tuple  ):



    '''simple docstring'''




    return F'''{i * '  '}*''' if i else "\n##"







def 	lowerCamelCase_   (  _a    :		str					,						_a    :		str  ):



    '''simple docstring'''




    UpperCAmelCase_			:    Dict   						= old_path.split(os.sep  )
    for i, new_part in enumerate(new_path.split(os.sep  )  ):
        if (i + 1 > len(snake_case_  ) or old_parts[i] != new_part) and new_part:
            print(F'''{md_prefix(snake_case_  )} {new_part.replace('_'					,						' '  ).title()}'''  )
    return new_path







def 	lowerCamelCase_   (  _a    :		str = "."  ):



    '''simple docstring'''




    UpperCAmelCase_			:    Optional[int]   						= """"""
    for filepath in sorted(good_file_paths(snake_case_  )  ):
        UpperCAmelCase_						,      UpperCAmelCase_			:    Tuple   						= os.path.split(snake_case_  )
        if filepath != old_path:
            UpperCAmelCase_			:    Tuple   						= print_path(snake_case_					,						snake_case_  )
        UpperCAmelCase_			:    Optional[int]   						= (filepath.count(os.sep  ) + 1) if filepath else 0
        UpperCAmelCase_			:    Any   						= F'''{filepath}/{filename}'''.replace(""" """					,						"""%20"""  )
        UpperCAmelCase_			:    List[str]   						= os.path.splitext(filename.replace("""_"""					,						""" """  ).title()  )[0]
        print(F'''{md_prefix(snake_case_  )} [{filename}]({url})'''  )


if __name__ == "__main__":
      print_directory_md('''.''')







from ...configuration_utils import PretrainedConfig
from ...utils import logging


snake_case_				=			logging.get_logger(__name__)

snake_case_				=			{
    'sayakpaul/vit-msn-base': 'https://huggingface.co/sayakpaul/vit-msn-base/resolve/main/config.json',
    # See all ViT MSN models at https://huggingface.co/models?filter=vit_msn
}

class 		SCREAMING_SNAKE_CASE__				(       _UpperCAmelCase  ):
      A_						:				List[Any]							=    'vit_msn'


      def __init__(self       :      Union[str, Any]				,			a__       :      Optional[Any]=768				,			a__       :      Optional[Any]=12				,			a__       :      Optional[int]=12				,			a__       :      Optional[int]=3072				,			a__       :      Union[str, Any]="gelu"				,			a__       :      str=0.0				,			a__       :      int=0.0				,			a__       :      Optional[Any]=0.0_2				,			a__       :      List[Any]=1E-06				,			a__       :      Optional[int]=224				,			a__       :      str=16				,			a__       :      Optional[Any]=3				,			a__       :      int=True				,			**a__       :      List[Any]				,			):





         """simple docstring"""



         super().__init__(**a__      )

         __snake_case							       =   hidden_size
         __snake_case							       =   num_hidden_layers
         __snake_case							       =   num_attention_heads
         __snake_case							       =   intermediate_size
         __snake_case							       =   hidden_act
         __snake_case							       =   hidden_dropout_prob
         __snake_case							       =   attention_probs_dropout_prob
         __snake_case							       =   initializer_range
         __snake_case							       =   layer_norm_eps
         __snake_case							       =   image_size
         __snake_case							       =   patch_size
         __snake_case							       =   num_channels
         __snake_case							       =   qkv_bias

