



from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


lowercase_						=       logging.get_logger(__name__)

lowercase_						=       {
    """andreasmadsen/efficient_mlm_m0.40""": (
        """https://huggingface.co/andreasmadsen/efficient_mlm_m0.40/resolve/main/config.json"""
    ),
}
class 			_snake_case     (   lowercase__):
				UpperCamelCase__			:   List[Any]       						="""roberta-prelayernorm"""




				def __init__(  self   :  Optional[int],   __lowercase   :  List[Any]=5_0265,   __lowercase   :  int=768,   __lowercase   :  int=12,   __lowercase   :  Optional[Any]=12,   __lowercase   :  int=3072,   __lowercase   :  str="gelu",   __lowercase   :  Any=0.1,   __lowercase   :  Optional[int]=0.1,   __lowercase   :  int=512,   __lowercase   :  List[Any]=2,   __lowercase   :  Tuple=0.02,   __lowercase   :  List[Any]=1e-1_2,   __lowercase   :  str=1,   __lowercase   :  int=0,   __lowercase   :  Optional[Any]=2,   __lowercase   :  Union[str, Any]="absolute",   __lowercase   :  Dict=True,   __lowercase   :  Tuple=None,   **__lowercase   :  Any,   ):
							super().__init__(pad_token_id=__lowercase,   bos_token_id=__lowercase,   eos_token_id=__lowercase,   **__lowercase  )

							lowercase__   					=			vocab_size
							lowercase__   					=			hidden_size
							lowercase__   					=			num_hidden_layers
							lowercase__   					=			num_attention_heads
							lowercase__   					=			hidden_act
							lowercase__   					=			intermediate_size
							lowercase__   					=			hidden_dropout_prob
							lowercase__   					=			attention_probs_dropout_prob
							lowercase__   					=			max_position_embeddings
							lowercase__   					=			type_vocab_size
							lowercase__   					=			initializer_range
							lowercase__   					=			layer_norm_eps
							lowercase__   					=			position_embedding_type
							lowercase__   					=			use_cache
							lowercase__   					=			classifier_dropout
class 			_snake_case     (   lowercase__):




				@property
				def 							A__ (  self   :  Optional[int]  ):
							if self.task == "multiple-choice":
										lowercase__   					=			{0: "batch", 1: "choice", 2: "sequence"}
							else:
										lowercase__   					=			{0: "batch", 1: "sequence"}
							return OrderedDict(
							    [
							        ("input_ids", dynamic_axis),
							        ("attention_mask", dynamic_axis),
							    ]  )









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(""".""")




