




"""simple docstring"""





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


A				=							logging.get_logger(__name__)

A				=							{
    """uw-madison/mra-base-512-4""": """https://huggingface.co/uw-madison/mra-base-512-4/resolve/main/config.json""",
}



class   a__					(						__magic_name__ ):
			lowercase_		=						"mra"


			def __init__(   self   :     Any   ,	UpperCamelCase_   :     List[Any]=50265   ,	UpperCamelCase_   :     List[Any]=768   ,	UpperCamelCase_   :     Dict=12   ,	UpperCamelCase_   :     int=12   ,	UpperCamelCase_   :     str=3072   ,	UpperCamelCase_   :     Optional[int]="gelu"   ,	UpperCamelCase_   :     Union[str, Any]=0.1   ,	UpperCamelCase_   :     List[Any]=0.1   ,	UpperCamelCase_   :     Dict=512   ,	UpperCamelCase_   :     Optional[int]=1   ,	UpperCamelCase_   :     Optional[Any]=0.02   ,	UpperCamelCase_   :     List[str]=1e-5   ,	UpperCamelCase_   :     str="absolute"   ,	UpperCamelCase_   :     Tuple=4   ,	UpperCamelCase_   :     Any="full"   ,	UpperCamelCase_   :     List[Any]=0   ,	UpperCamelCase_   :     List[Any]=0   ,	UpperCamelCase_   :     Tuple=1   ,	UpperCamelCase_   :     Dict=0   ,	UpperCamelCase_   :     int=2   ,	**UpperCamelCase_   :     Optional[Any]   ,	):


						"""simple docstring"""




						super().__init__(pad_token_id=UpperCamelCase_   ,	bos_token_id=UpperCamelCase_   ,	eos_token_id=UpperCamelCase_   ,	**UpperCamelCase_)

						__UpperCAmelCase						:			str												=       vocab_size
						__UpperCAmelCase						:			int												=       max_position_embeddings
						__UpperCAmelCase						:			Dict												=       hidden_size
						__UpperCAmelCase						:			List[str]												=       num_hidden_layers
						__UpperCAmelCase						:			Any												=       num_attention_heads
						__UpperCAmelCase						:			int												=       intermediate_size
						__UpperCAmelCase						:			Tuple												=       hidden_act
						__UpperCAmelCase						:			Optional[Any]												=       hidden_dropout_prob
						__UpperCAmelCase						:			int												=       attention_probs_dropout_prob
						__UpperCAmelCase						:			Union[str, Any]												=       initializer_range
						__UpperCAmelCase						:			List[Any]												=       type_vocab_size
						__UpperCAmelCase						:			Dict												=       layer_norm_eps
						__UpperCAmelCase						:			Optional[Any]												=       position_embedding_type
						__UpperCAmelCase						:			Any												=       block_per_row
						__UpperCAmelCase						:			Optional[int]												=       approx_mode
						__UpperCAmelCase						:			int												=       initial_prior_first_n_blocks
						__UpperCAmelCase						:			Tuple												=       initial_prior_diagonal_n_blocks









'''simple docstring'''




from __future__ import annotations

import math




def 						__lowerCamelCase			(	UpperCAmelCase_					,				UpperCAmelCase_					,				UpperCAmelCase_					,				UpperCAmelCase_					,				UpperCAmelCase_							)   ->int:

	if depth < 0:
		raise ValueError('Depth cannot be less than 0'							)

	if not scores:
		raise ValueError('Scores cannot be empty'							)

	if depth == height:
		return scores[node_index]

	return (
	    max(
	        minimax(depth + 1					,				node_index * 2					,				UpperCAmelCase_					,				UpperCAmelCase_					,				UpperCAmelCase_							)					,				minimax(depth + 1					,				node_index * 2 + 1					,				UpperCAmelCase_					,				UpperCAmelCase_					,				UpperCAmelCase_							)					,				)
	    if is_max
	    else min(
	        minimax(depth + 1					,				node_index * 2					,				UpperCAmelCase_					,				UpperCAmelCase_					,				UpperCAmelCase_							)					,				minimax(depth + 1					,				node_index * 2 + 1					,				UpperCAmelCase_					,				UpperCAmelCase_					,				UpperCAmelCase_							)					,				)
	)




def 						__lowerCamelCase			(	)   ->None:
	snake_case__	       =   [90, 23, 6, 33, 21, 65, 1_23, 3_44_23]
	snake_case__	       =   math.log(len(UpperCAmelCase_							)					,				2							)
	print(f'''Optimal value : {minimax(0					,				0					,				UpperCAmelCase_					,				UpperCAmelCase_					,				UpperCAmelCase_							)}'''							)


if __name__ == "__main__":
			import doctest

			doctest.testmod()
			main()



