

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


lowerCAmelCase_			      =      logging.get_logger(__name__)

lowerCAmelCase_			      =      {
    '''facebook/dpr-ctx_encoder-single-nq-base''': (
        '''https://huggingface.co/facebook/dpr-ctx_encoder-single-nq-base/resolve/main/config.json'''
    ),
    '''facebook/dpr-question_encoder-single-nq-base''': (
        '''https://huggingface.co/facebook/dpr-question_encoder-single-nq-base/resolve/main/config.json'''
    ),
    '''facebook/dpr-reader-single-nq-base''': (
        '''https://huggingface.co/facebook/dpr-reader-single-nq-base/resolve/main/config.json'''
    ),
    '''facebook/dpr-ctx_encoder-multiset-base''': (
        '''https://huggingface.co/facebook/dpr-ctx_encoder-multiset-base/resolve/main/config.json'''
    ),
    '''facebook/dpr-question_encoder-multiset-base''': (
        '''https://huggingface.co/facebook/dpr-question_encoder-multiset-base/resolve/main/config.json'''
    ),
    '''facebook/dpr-reader-multiset-base''': (
        '''https://huggingface.co/facebook/dpr-reader-multiset-base/resolve/main/config.json'''
    ),
}





class       snake_case_  (						__A   ):







			'''simple docstring'''

			SCREAMING_SNAKE_CASE	:  List[str]		     =							"dpr"







			def __init__(	self					:							str				,  _UpperCamelCase					:							str=3_0_5_2_2				,  _UpperCamelCase					:							Optional[Any]=7_6_8				,  _UpperCamelCase					:							Any=1_2				,  _UpperCamelCase					:							Optional[Any]=1_2				,  _UpperCamelCase					:							Dict=3_0_7_2				,  _UpperCamelCase					:							Dict="gelu"				,  _UpperCamelCase					:							Tuple=0.1				,  _UpperCamelCase					:							Dict=0.1				,  _UpperCamelCase					:							Union[str, Any]=5_1_2				,  _UpperCamelCase					:							int=2				,  _UpperCamelCase					:							Union[str, Any]=0.02				,  _UpperCamelCase					:							Union[str, Any]=1e-12				,  _UpperCamelCase					:							List[str]=0				,  _UpperCamelCase					:							int="absolute"				,  _UpperCamelCase					:							int = 0				,  **_UpperCamelCase					:							List[Any]				,  ) ->Union[str, Any]:
									super().__init__(pad_token_id=_UpperCamelCase				,  **_UpperCamelCase				)

									snake_case_  =      vocab_size
									snake_case_  =      hidden_size
									snake_case_  =      num_hidden_layers
									snake_case_  =      num_attention_heads
									snake_case_  =      hidden_act
									snake_case_  =      intermediate_size
									snake_case_  =      hidden_dropout_prob
									snake_case_  =      attention_probs_dropout_prob
									snake_case_  =      max_position_embeddings
									snake_case_  =      type_vocab_size
									snake_case_  =      initializer_range
									snake_case_  =      layer_norm_eps
									snake_case_  =      projection_dim
									snake_case_  =      position_embedding_type







"""simple docstring"""





from argparse import ArgumentParser

from .env import EnvironmentCommand



def   a    (     )    ->							Tuple:
						__magic_name__:	Optional[int]							=       ArgumentParser("""Diffusers CLI tool"""      ,   usage="""diffusers-cli <command> [<args>]"""  )
						__magic_name__:	Any							=       parser.add_subparsers(help="""diffusers-cli command helpers"""  )

						# Register commands
						EnvironmentCommand.register_subcommand(__UpperCAmelCase  )

						# Let's go
						__magic_name__:	int							=       parser.parse_args()

						if not hasattr(__UpperCAmelCase      ,   """func"""  ):
												parser.print_help()
												exit(1  )

						# Run
						__magic_name__:	Optional[Any]							=       args.func(__UpperCAmelCase  )
						service.run()


if __name__ == "__main__":
							main()



