


from collections import OrderedDict
from typing import Mapping

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


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

A	:		Optional[Any]    =       {
    'xlm-mlm-en-2048': 'https://huggingface.co/xlm-mlm-en-2048/resolve/main/config.json',
    'xlm-mlm-ende-1024': 'https://huggingface.co/xlm-mlm-ende-1024/resolve/main/config.json',
    'xlm-mlm-enfr-1024': 'https://huggingface.co/xlm-mlm-enfr-1024/resolve/main/config.json',
    'xlm-mlm-enro-1024': 'https://huggingface.co/xlm-mlm-enro-1024/resolve/main/config.json',
    'xlm-mlm-tlm-xnli15-1024': 'https://huggingface.co/xlm-mlm-tlm-xnli15-1024/resolve/main/config.json',
    'xlm-mlm-xnli15-1024': 'https://huggingface.co/xlm-mlm-xnli15-1024/resolve/main/config.json',
    'xlm-clm-enfr-1024': 'https://huggingface.co/xlm-clm-enfr-1024/resolve/main/config.json',
    'xlm-clm-ende-1024': 'https://huggingface.co/xlm-clm-ende-1024/resolve/main/config.json',
    'xlm-mlm-17-1280': 'https://huggingface.co/xlm-mlm-17-1280/resolve/main/config.json',
    'xlm-mlm-100-1280': 'https://huggingface.co/xlm-mlm-100-1280/resolve/main/config.json',
}



class 							A   (	UpperCAmelCase__							):
					'''simple docstring'''






					A__      =			'''xlm'''
					A__      =			{
					    '''hidden_size''': '''emb_dim''',
					    '''num_attention_heads''': '''n_heads''',
					    '''num_hidden_layers''': '''n_layers''',
					    '''n_words''': '''vocab_size''',  # For backward compatibility
					}

					def __init__(self   :						Any				, _UpperCAmelCase   :						int=3_0145				, _UpperCAmelCase   :						Optional[Any]=2048				, _UpperCAmelCase   :						Tuple=12				, _UpperCAmelCase   :						int=16				, _UpperCAmelCase   :						Any=0.1				, _UpperCAmelCase   :						Tuple=0.1				, _UpperCAmelCase   :						Union[str, Any]=True				, _UpperCAmelCase   :						str=False				, _UpperCAmelCase   :						int=False				, _UpperCAmelCase   :						str=False				, _UpperCAmelCase   :						Optional[int]=1				, _UpperCAmelCase   :						Any=True				, _UpperCAmelCase   :						Dict=512				, _UpperCAmelCase   :						Optional[Any]=2048**-0.5				, _UpperCAmelCase   :						List[str]=1E-1_2				, _UpperCAmelCase   :						Tuple=0.02				, _UpperCAmelCase   :						List[str]=0				, _UpperCAmelCase   :						List[str]=1				, _UpperCAmelCase   :						Tuple=2				, _UpperCAmelCase   :						Any=3				, _UpperCAmelCase   :						Any=5				, _UpperCAmelCase   :						Optional[int]=True				, _UpperCAmelCase   :						List[Any]="first"				, _UpperCAmelCase   :						List[Any]=True				, _UpperCAmelCase   :						Tuple=None				, _UpperCAmelCase   :						Tuple=True				, _UpperCAmelCase   :						int=0.1				, _UpperCAmelCase   :						Any=5				, _UpperCAmelCase   :						int=5				, _UpperCAmelCase   :						Any=0				, _UpperCAmelCase   :						Union[str, Any]=0				, _UpperCAmelCase   :						Dict=2				, _UpperCAmelCase   :						List[str]=0				, **_UpperCAmelCase   :						List[str]				, )						->       str:




							"""simple docstring"""


							lowercase__					      =		vocab_size
							lowercase__					      =		emb_dim
							lowercase__					      =		n_layers
							lowercase__					      =		n_heads
							lowercase__					      =		dropout
							lowercase__					      =		attention_dropout
							lowercase__					      =		gelu_activation
							lowercase__					      =		sinusoidal_embeddings
							lowercase__					      =		causal
							lowercase__					      =		asm
							lowercase__					      =		n_langs
							lowercase__					      =		use_lang_emb
							lowercase__					      =		layer_norm_eps
							lowercase__					      =		bos_index
							lowercase__					      =		eos_index
							lowercase__					      =		pad_index
							lowercase__					      =		unk_index
							lowercase__					      =		mask_index
							lowercase__					      =		is_encoder
							lowercase__					      =		max_position_embeddings
							lowercase__					      =		embed_init_std
							lowercase__					      =		init_std
							lowercase__					      =		summary_type
							lowercase__					      =		summary_use_proj
							lowercase__					      =		summary_activation
							lowercase__					      =		summary_proj_to_labels
							lowercase__					      =		summary_first_dropout
							lowercase__					      =		start_n_top
							lowercase__					      =		end_n_top
							lowercase__					      =		mask_token_id
							lowercase__					      =		lang_id

							if "n_words" in kwargs:
									lowercase__					      =		kwargs["""n_words"""]

							super().__init__(pad_token_id=_UpperCAmelCase				, bos_token_id=_UpperCAmelCase				, **_UpperCAmelCase		)






class 							A   (	UpperCAmelCase__							):
					'''simple docstring'''






					@property
					def   lowerCamelCase__					(self   :						List[str]		)						->       Mapping[str, Mapping[int, str]]:




							"""simple docstring"""


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





A	:		Union[str, Any]    =       [
    (1_0_0_0, 'M'),
    (9_0_0, 'CM'),
    (5_0_0, 'D'),
    (4_0_0, 'CD'),
    (1_0_0, 'C'),
    (9_0, 'XC'),
    (5_0, 'L'),
    (4_0, 'XL'),
    (1_0, 'X'),
    (9, 'IX'),
    (5, 'V'),
    (4, 'IV'),
    (1, 'I'),
]






def 			UpperCamelCase (     __magic_name__					:							str					)       ->  int:
		"""simple docstring"""




		lowercase__					      =		{"""I""": 1, """V""": 5, """X""": 10, """L""": 50, """C""": 100, """D""": 500, """M""": 1000}
		lowercase__					      =		0
		lowercase__					      =		0
		while place < len(__magic_name__					):
				if (place + 1 < len(__magic_name__					)) and (vals[roman[place]] < vals[roman[place + 1]]):
						total += vals[roman[place + 1]] - vals[roman[place]]
						place += 2
				else:
						total += vals[roman[place]]
						place += 1
		return total






def 			UpperCamelCase (     __magic_name__					:							int					)       ->  str:
		"""simple docstring"""




		lowercase__					      =		[]
		for arabic, roman in ROMAN:
				((lowercase__)      ,     (lowercase__))					      =		divmod(__magic_name__   ,   __magic_name__					)
				result.append(roman * factor					)
				if number == 0:
						break
		return "".join(__magic_name__					)


if __name__ == "__main__":
	import doctest

	doctest.testmod()

