




from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


__UpperCamelCase					:       Tuple    					=      logging.get_logger(__name__)

__UpperCamelCase					:       Optional[int]    					=      {
    "xlm-roberta-base": "https://huggingface.co/xlm-roberta-base/resolve/main/config.json",
    "xlm-roberta-large": "https://huggingface.co/xlm-roberta-large/resolve/main/config.json",
    "xlm-roberta-large-finetuned-conll02-dutch": (
        "https://huggingface.co/xlm-roberta-large-finetuned-conll02-dutch/resolve/main/config.json"
    ),
    "xlm-roberta-large-finetuned-conll02-spanish": (
        "https://huggingface.co/xlm-roberta-large-finetuned-conll02-spanish/resolve/main/config.json"
    ),
    "xlm-roberta-large-finetuned-conll03-english": (
        "https://huggingface.co/xlm-roberta-large-finetuned-conll03-english/resolve/main/config.json"
    ),
    "xlm-roberta-large-finetuned-conll03-german": (
        "https://huggingface.co/xlm-roberta-large-finetuned-conll03-german/resolve/main/config.json"
    ),
}

class 		__lowerCAmelCase	(	__magic_name__ ):
							UpperCamelCase__					     =  '''xlm-roberta'''
							def __init__(						self						:Optional[Any]		,      __magic_name__						:int=3_0522		,      __magic_name__						:Any=768		,      __magic_name__						:Tuple=12		,      __magic_name__						:str=12		,      __magic_name__						:Tuple=3072		,      __magic_name__						:List[str]="gelu"		,      __magic_name__						:List[Any]=0.1		,      __magic_name__						:Optional[int]=0.1		,      __magic_name__						:List[str]=512		,      __magic_name__						:List[str]=2		,      __magic_name__						:Optional[Any]=0.02		,      __magic_name__						:Dict=1E-1_2		,      __magic_name__						:Union[str, Any]=1		,      __magic_name__						:Optional[int]=0		,      __magic_name__						:Union[str, Any]=2		,      __magic_name__						:Tuple="absolute"		,      __magic_name__						:Dict=True		,      __magic_name__						:List[str]=None		,      **__magic_name__						:Optional[Any]		,      ):







								'''simple docstring'''







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

								a										=							vocab_size
								a										=							hidden_size
								a										=							num_hidden_layers
								a										=							num_attention_heads
								a										=							hidden_act
								a										=							intermediate_size
								a										=							hidden_dropout_prob
								a										=							attention_probs_dropout_prob
								a										=							max_position_embeddings
								a										=							type_vocab_size
								a										=							initializer_range
								a										=							layer_norm_eps
								a										=							position_embedding_type
								a										=							use_cache
								a										=							classifier_dropout







class 		__lowerCAmelCase	(	__magic_name__ ):
							@property
							def       lowerCamelCase__							(						self						:Dict				):







								'''simple docstring'''







								if self.task == "multiple-choice":
									a										=							{0: """batch""", 1: """choice""", 2: """sequence"""}
								else:
									a										=							{0: """batch""", 1: """sequence"""}
								return OrderedDict(
								    [
								        ("""input_ids""", dynamic_axis),
								        ("""attention_mask""", dynamic_axis),
								    ]				)







from __future__ import annotations





def 		__A		(	__lowerCamelCase							,			__lowerCamelCase = None    )      ->       list[list[str]]:
	a										=							word_bank or []
	# create a table
	a										=							len(__lowerCamelCase    ) + 1

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

	# iterate through the indices
	for i in range(__lowerCamelCase    ):
		# condition
		if table[i] != []:
			for word in word_bank:
				# slice condition
				if target[i : i + len(__lowerCamelCase    )] == word:
					a										=							[
					    [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(__lowerCamelCase    )] += new_combinations

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

	return table[len(__lowerCamelCase    )]


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"],
		    )
		)

