




'''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						(			__a				):
       __a       :  List[str]            =      """mra"""
       def __init__(			self		:			List[str]     ,       lowercase		:			Dict=50_265     ,       lowercase		:			List[str]=768     ,       lowercase		:			int=12     ,       lowercase		:			Optional[int]=12     ,       lowercase		:			Any=3_072     ,       lowercase		:			str="gelu"     ,       lowercase		:			List[Any]=0.1     ,       lowercase		:			Any=0.1     ,       lowercase		:			List[Any]=512     ,       lowercase		:			str=1     ,       lowercase		:			List[str]=0.02     ,       lowercase		:			Union[str, Any]=1E-5     ,       lowercase		:			Dict="absolute"     ,       lowercase		:			str=4     ,       lowercase		:			Optional[int]="full"     ,       lowercase		:			Union[str, Any]=0     ,       lowercase		:			Dict=0     ,       lowercase		:			str=1     ,       lowercase		:			int=0     ,       lowercase		:			Optional[Any]=2     ,       **lowercase		:			Dict     ,       ):



           '''simple docstring'''

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

           UpperCAmelCase     =	vocab_size
           UpperCAmelCase     =	max_position_embeddings
           UpperCAmelCase     =	hidden_size
           UpperCAmelCase     =	num_hidden_layers
           UpperCAmelCase     =	num_attention_heads
           UpperCAmelCase     =	intermediate_size
           UpperCAmelCase     =	hidden_act
           UpperCAmelCase     =	hidden_dropout_prob
           UpperCAmelCase     =	attention_probs_dropout_prob
           UpperCAmelCase     =	initializer_range
           UpperCAmelCase     =	type_vocab_size
           UpperCAmelCase     =	layer_norm_eps
           UpperCAmelCase     =	position_embedding_type
           UpperCAmelCase     =	block_per_row
           UpperCAmelCase     =	approx_mode
           UpperCAmelCase     =	initial_prior_first_n_blocks
           UpperCAmelCase     =	initial_prior_diagonal_n_blocks










'''simple docstring'''







from __future__ import annotations





def 		snake_case_							(_a			:							str					,     _a			:							list[str] | None = None  ):
    UpperCAmelCase     =	word_bank or []
    # create a table
    UpperCAmelCase     =	len(_a  ) + 1

    UpperCAmelCase     =	[]
    for _ in range(_a  ):
        table.append([]  )
    # seed value
    UpperCAmelCase     =	[[]]  # because empty string has empty combination

    # iterate through the indices
    for i in range(_a  ):
        # condition
        if table[i] != []:
            for word in word_bank:
                # slice condition
                if target[i : i + len(_a  )] == word:
                    UpperCAmelCase     =	[
                        [word, *way] for way in table[i]
                    ]
                    # adds the word to every combination the current position holds
                    # now,push that combination to the table[i+len(word)]
                    table[i + len(_a  )] += new_combinations

    # combinations are in reverse order so reverse for better output
    for combination in table[len(_a  )]:
        combination.reverse()

    return table[len(_a  )]


if __name__ == "__main__":
   print(all_construct('jwajalapa', ['jwa', 'j', 'w', 'a', 'la', 'lapa']))
   print(all_construct('rajamati', ['s', 'raj', 'amat', 'raja', 'ma', 'i', 't']))
   print(
       all_construct(
           'hexagonosaurus',
           ['h', 'ex', 'hex', 'ag', 'ago', 'ru', 'auru', 'rus', 'go', 'no', 'o', 's'],
       )
   )




