


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


_lowercase							:   List[Any]						=						logging.get_logger(__name__)

_lowercase							:   Any						=						{
    "tiiuae/falcon-40b": "https://huggingface.co/tiiuae/falcon-40b/resolve/main/config.json",
    "tiiuae/falcon-7b": "https://huggingface.co/tiiuae/falcon-7b/resolve/main/config.json",
}






class    _UpperCamelCase     (       __snake_case					):

				"""simple docstring"""







				lowerCAmelCase					=			'falcon'
				lowerCAmelCase					=			['past_key_values']

				def __init__(    self					, a__=6_5024					, a__=4544					, a__=32					, a__=71					, a__=1e-5					, a__=0.02					, a__=True					, a__=0.0					, a__=0.0					, a__=None					, a__=False					, a__=False					, a__=True					, a__=True					, a__=False					, a__=11					, a__=11					, **a__					, )						->					Union[str, Any]:
					A             =					vocab_size
					# Backward compatibility with n_embed kwarg
					A             =					kwargs.pop("""n_embed"""					, a__ )
					A             =					hidden_size if n_embed is None else n_embed
					A             =					num_hidden_layers
					A             =					num_attention_heads
					A             =					layer_norm_epsilon
					A             =					initializer_range
					A             =					use_cache
					A             =					hidden_dropout
					A             =					attention_dropout

					A             =					bos_token_id
					A             =					eos_token_id
					A             =					num_attention_heads if num_kv_heads is None else num_kv_heads
					A             =					alibi
					A             =					new_decoder_architecture
					A             =					multi_query  # Ignored when new_decoder_architecture is True
					A             =					parallel_attn
					A             =					bias

					super().__init__(bos_token_id=a__					, eos_token_id=a__					, **a__ )

				@property
				def   _UpperCAmelCase       (    self )						->					List[Any]:
					return self.hidden_size // self.num_attention_heads

				@property
				def   _UpperCAmelCase       (    self )						->					Optional[Any]:
					return not self.alibi







def 	_lowerCAmelCase					( UpperCamelCase__:  Union[str, Any]    )			-> Dict:





	"""simple docstring"""







	return [
	    {
	        0: [1, 2],
	        1: [0, 2],
	        2: [0, 1, 3, 5],
	        3: [2, 4],
	        4: [3],
	        5: [2, 6, 8],
	        6: [5, 7],
	        7: [6, 8],
	        8: [5, 7],
	    },
	    {
	        0: [6],
	        1: [9],
	        2: [4, 5],
	        3: [4],
	        4: [2, 3],
	        5: [2],
	        6: [0, 7],
	        7: [6],
	        8: [],
	        9: [1],
	    },
	    {
	        0: [4],
	        1: [6],
	        2: [],
	        3: [5, 6, 7],
	        4: [0, 6],
	        5: [3, 8, 9],
	        6: [1, 3, 4, 7],
	        7: [3, 6, 8, 9],
	        8: [5, 7],
	        9: [5, 7],
	    },
	    {
	        0: [1, 3],
	        1: [0, 2, 4],
	        2: [1, 3, 4],
	        3: [0, 2, 4],
	        4: [1, 2, 3],
	    },
	][index]





def 	_lowerCAmelCase					( UpperCamelCase__:  dict[int, list[int]]    )			-> list[tuple[int, int]]:





	"""simple docstring"""







	A             =					0
	A             =					len(UpperCamelCase__    )  # No of vertices in graph
	A             =					[0] * n
	A             =					[False] * n

	def dfs(UpperCamelCase__:  Union[str, Any]				,       UpperCamelCase__:  str				,       UpperCamelCase__:  Union[str, Any]				,       UpperCamelCase__:  Any    ):
		A             =					True
		A             =					id_
		id_ += 1
		for to in graph[at]:
			if to == parent:
				pass
			elif not visited[to]:
				dfs(UpperCamelCase__				,       UpperCamelCase__				,       UpperCamelCase__				,       id_    )
				A             =					min(low[at]				,       low[to]    )
				if id_ <= low[to]:
					bridges.append((at, to) if at < to else (to, at)    )
			else:
				# This edge is a back edge and cannot be a bridge
				A             =					min(low[at]				,       low[to]    )

	A             =					[]
	for i in range(UpperCamelCase__    ):
		if not visited[i]:
			dfs(UpperCamelCase__				,       -1				,       UpperCamelCase__				,       id_    )
	return bridges


if __name__ == "__main__":
				import doctest

				doctest.testmod()



