


'''simple docstring'''
import os
from collections.abc import Iterator


def 			_lowercase       (				UpperCamelCase__       :					str = "."			):
 for dir_path, dir_names, filenames in os.walk(UpperCamelCase__			):
  __A  :		Dict       =			[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(UpperCamelCase__			)[1] in (".py", ".ipynb"):
    yield os.path.join(UpperCamelCase__,				UpperCamelCase__			).lstrip('./'			)


def 			_lowercase       (				UpperCamelCase__       :					int			):
 return f"""{i * '  '}*""" if i else "\n##"


def 			_lowercase       (				UpperCamelCase__       :					str,				UpperCamelCase__       :					str			):
 __A  :		Tuple       =			old_path.split(os.sep			)
 for i, new_part in enumerate(new_path.split(os.sep			)			):
  if (i + 1 > len(UpperCamelCase__			) or old_parts[i] != new_part) and new_part:
   print(f"""{md_prefix(UpperCamelCase__			)} {new_part.replace('_',				' '			).title()}"""			)
 return new_path


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


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










'''simple docstring'''
from ...configuration_utils import PretrainedConfig
from ...utils import logging


UpperCAmelCase_ :     Dict								=      logging.get_logger(__name__)

UpperCAmelCase_ :     Optional[int]								=      {
    '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 						_lowerCamelCase					(    snake_case_				):




 '''simple docstring'''
 __lowercase				:		Tuple    							=						'''vit_msn'''


 def __init__(      self      ,      __lowercase=768      ,      __lowercase=12      ,      __lowercase=12      ,      __lowercase=3_072      ,      __lowercase="gelu"      ,      __lowercase=0.0      ,      __lowercase=0.0      ,      __lowercase=0.0_2      ,      __lowercase=1E-06      ,      __lowercase=224      ,      __lowercase=16      ,      __lowercase=3      ,      __lowercase=True      ,      **__lowercase      ,      ):

  """simple docstring"""







  super().__init__(**__lowercase						)

  __A  :		Tuple       =			hidden_size
  __A  :		Optional[int]       =			num_hidden_layers
  __A  :		str       =			num_attention_heads
  __A  :		Dict       =			intermediate_size
  __A  :		Optional[Any]       =			hidden_act
  __A  :		Union[str, Any]       =			hidden_dropout_prob
  __A  :		Optional[Any]       =			attention_probs_dropout_prob
  __A  :		List[str]       =			initializer_range
  __A  :		Dict       =			layer_norm_eps
  __A  :		List[Any]       =			image_size
  __A  :		Optional[int]       =			patch_size
  __A  :		List[Any]       =			num_channels
  __A  :		Optional[Any]       =			qkv_bias






