


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


lowercase_						=       logging.get_logger(__name__)

lowercase_						=       {
    """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 			_snake_case     (   lowercase__):
				UpperCamelCase__			:   Union[str, Any]       						="""vit_msn"""




				def __init__(  self   :  Tuple,   __lowercase   :  Union[str, Any]=768,   __lowercase   :  Dict=12,   __lowercase   :  Dict=12,   __lowercase   :  Dict=3072,   __lowercase   :  int="gelu",   __lowercase   :  Union[str, Any]=0.0,   __lowercase   :  Optional[Any]=0.0,   __lowercase   :  Tuple=0.02,   __lowercase   :  Optional[Any]=1e-0_6,   __lowercase   :  int=224,   __lowercase   :  List[Any]=16,   __lowercase   :  str=3,   __lowercase   :  int=True,   **__lowercase   :  Dict,   ):
							super().__init__(**__lowercase  )

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









import os
from collections.abc import Iterator



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_ = "."					):
			for dir_path, dir_names, filenames in os.walk(SCREAMING_SNAKE_CASE_					):
						lowercase__   					=			[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(SCREAMING_SNAKE_CASE_					)[1] in (".py", ".ipynb"):
												yield os.path.join(SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					).lstrip("./"					)



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_					):
			return f'''{i * "  "}*''' if i else "\n##"



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



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_ = "."					):
			lowercase__   					=			""
			for filepath in sorted(good_file_paths(SCREAMING_SNAKE_CASE_					)					):
						lowercase__					,    lowercase__   					=			os.path.split(SCREAMING_SNAKE_CASE_					)
						if filepath != old_path:
									lowercase__   					=			print_path(SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					)
						lowercase__   					=			(filepath.count(os.sep					) + 1) if filepath else 0
						lowercase__   					=			f'''{filepath}/{filename}'''.replace(" "  ,					"%20"					)
						lowercase__   					=			os.path.splitext(filename.replace("_"  ,					" "					).title()					)[0]
						print(f'''{md_prefix(SCREAMING_SNAKE_CASE_					)} [{filename}]({url})'''					)


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




