



'''simple docstring'''





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


SCREAMING_SNAKE_CASE__          =  logging.get_logger(__name__)

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


class 					snake_case			(UpperCamelCase ):
       lowerCAmelCase__	:Union[str, Any]     =       "mra"



       def __init__(					self  ,UpperCAmelCase_=50_265  ,UpperCAmelCase_=768  ,UpperCAmelCase_=12  ,UpperCAmelCase_=12  ,UpperCAmelCase_=3_072  ,UpperCAmelCase_="gelu"  ,UpperCAmelCase_=0.1  ,UpperCAmelCase_=0.1  ,UpperCAmelCase_=512  ,UpperCAmelCase_=1  ,UpperCAmelCase_=0.02  ,UpperCAmelCase_=1E-5  ,UpperCAmelCase_="absolute"  ,UpperCAmelCase_=4  ,UpperCAmelCase_="full"  ,UpperCAmelCase_=0  ,UpperCAmelCase_=0  ,UpperCAmelCase_=1  ,UpperCAmelCase_=0  ,UpperCAmelCase_=2  ,**UpperCAmelCase_  ,)	->				Any:
           super().__init__(pad_token_id=UpperCAmelCase_  ,bos_token_id=UpperCAmelCase_  ,eos_token_id=UpperCAmelCase_  ,**UpperCAmelCase_   )

           lowercase__									=    vocab_size
           lowercase__									=    max_position_embeddings
           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__									=    type_vocab_size
           lowercase__									=    layer_norm_eps
           lowercase__									=    position_embedding_type
           lowercase__									=    block_per_row
           lowercase__									=    approx_mode
           lowercase__									=    initial_prior_first_n_blocks
           lowercase__									=    initial_prior_diagonal_n_blocks









'''simple docstring'''





def 							lowerCamelCase	(					_snake_case	:    Optional[Any]  ,_snake_case	:    Union[str, Any]  ,_snake_case	:    Dict  ,_snake_case	:    List[str]  ,_snake_case	:    List[str]  ,_snake_case	:    List[str]							):





    '''simple docstring'''


    if index == r:
        for j in range(_snake_case							):
            print(data[j]  ,end=" "							)
        print(" "							)
        return
    #  When no more elements are there to put in data[]
    if i >= n:
        return
    # current is included, put next at next location
    lowercase__									=    arr[i]
    combination_util(_snake_case  ,_snake_case  ,_snake_case  ,index + 1  ,_snake_case  ,i + 1							)
    # current is excluded, replace it with
    # next (Note that i+1 is passed, but
    # index is not changed)
    combination_util(_snake_case  ,_snake_case  ,_snake_case  ,_snake_case  ,_snake_case  ,i + 1							)
    # The main function that prints all combinations
    # of size r in arr[] of size n. This function
    # mainly uses combinationUtil()




def 							lowerCamelCase	(					_snake_case	:    Optional[Any]  ,_snake_case	:    Tuple  ,_snake_case	:    Union[str, Any]							):





    '''simple docstring'''


    lowercase__									=    [0] * r
    # Print all combination using temporary array 'data[]'
    combination_util(_snake_case  ,_snake_case  ,_snake_case  ,0  ,_snake_case  ,0							)


if __name__ == "__main__":
 # Driver code to check the function above
 SCREAMING_SNAKE_CASE__          =  [10, 20, 30, 40, 50]
 print_combination(arr, len(arr), 3)
 # This code is contributed by Ambuj sahu




