




from collections import OrderedDict
from typing import Mapping

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


SCREAMING_SNAKE_CASE__       :      Tuple  =   logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__       :      Optional[int]  =   {
    '''facebook/xlm-roberta-xl''': '''https://huggingface.co/facebook/xlm-roberta-xl/resolve/main/config.json''',
    '''facebook/xlm-roberta-xxl''': '''https://huggingface.co/facebook/xlm-roberta-xxl/resolve/main/config.json''',
    # See all XLM-RoBERTa-XL models at https://huggingface.co/models?filter=xlm-roberta-xl
}




class 		UpperCamelCase__	(lowerCAmelCase__     ):

    '''simple docstring'''



    lowerCamelCase_      :	Optional[int]	     =      "xlm-roberta-xl"







    def __init__(    self     ,  UpperCamelCase__=25_0880     ,  UpperCamelCase__=2560     ,  UpperCamelCase__=36     ,  UpperCamelCase__=32     ,  UpperCamelCase__=1_0240     ,  UpperCamelCase__="gelu"     ,  UpperCamelCase__=0.1     ,  UpperCamelCase__=0.1     ,  UpperCamelCase__=514     ,  UpperCamelCase__=1     ,  UpperCamelCase__=0.02     ,  UpperCamelCase__=1e-05     ,  UpperCamelCase__=1     ,  UpperCamelCase__=0     ,  UpperCamelCase__=2     ,  UpperCamelCase__="absolute"     ,  UpperCamelCase__=True     ,  UpperCamelCase__=None     ,  **UpperCamelCase__     ,  )     ->      Optional[int]:
           super().__init__(pad_token_id=UpperCAmelCase__     ,  bos_token_id=UpperCAmelCase__     ,  eos_token_id=UpperCAmelCase__     ,  **UpperCAmelCase__     )
           lowerCamelCase   :      Tuple			 =					vocab_size
           lowerCamelCase   :      Union[str, Any]			 =					hidden_size
           lowerCamelCase   :      Dict			 =					num_hidden_layers
           lowerCamelCase   :      Optional[int]			 =					num_attention_heads
           lowerCamelCase   :      List[str]			 =					hidden_act
           lowerCamelCase   :      str			 =					intermediate_size
           lowerCamelCase   :      Union[str, Any]			 =					hidden_dropout_prob
           lowerCamelCase   :      List[str]			 =					attention_probs_dropout_prob
           lowerCamelCase   :      List[str]			 =					max_position_embeddings
           lowerCamelCase   :      Optional[int]			 =					type_vocab_size
           lowerCamelCase   :      Optional[int]			 =					initializer_range
           lowerCamelCase   :      List[str]			 =					layer_norm_eps
           lowerCamelCase   :      List[str]			 =					position_embedding_type
           lowerCamelCase   :      Any			 =					use_cache
           lowerCamelCase   :      Any			 =					classifier_dropout




class 		UpperCamelCase__	(lowerCAmelCase__     ):

    '''simple docstring'''



    @property
    def     _lowercase     (    self     )     ->      Mapping[str, Mapping[int, str]]:
           if self.task == "multiple-choice":
                  lowerCamelCase   :      List[str]			 =					{0: "batch", 1: "choice", 2: "sequence"}
           else:
                  lowerCamelCase   :      List[Any]			 =					{0: "batch", 1: "sequence"}
           return OrderedDict(
               [
                   ("input_ids", dynamic_axis),
                   ("attention_mask", dynamic_axis),
               ]     )










"""simple docstring"""







def    UpperCAmelCase__       (lowerCAmelCase_   ):




					'''simple docstring'''


					if upper_limit < 0:
										raise ValueError("Limit for the Catalan sequence must be ≥ 0"   )

					__SCREAMING_SNAKE_CASE						   =				[0] * (upper_limit + 1)

					# Base case: C(0) = C(1) = 1
					__SCREAMING_SNAKE_CASE						   =				1
					if upper_limit > 0:
										__SCREAMING_SNAKE_CASE						   =				1

					# Recurrence relation: C(i) = sum(C(j).C(i-j-1)), from j = 0 to i
					for i in range(2  ,						upper_limit + 1   ):
										for j in range(lowerCAmelCase_   ):
															catalan_list[i] += catalan_list[j] * catalan_list[i - j - 1]

					return catalan_list


if __name__ == "__main__":
		print('''\n********* Catalan Numbers Using Dynamic Programming ************\n''')
		print('''\n*** Enter -1 at any time to quit ***''')
		print('''\nEnter the upper limit (≥ 0) for the Catalan number sequence: ''', end='''''')
		try:
				while True:
						a__				:							List[str]						=     int(input().strip())
						if N < 0:
								print('''\n********* Goodbye!! ************''')
								break
						else:
								print(F"The Catalan numbers from 0 through {N} are:")
								print(catalan_numbers(N))
								print('''Try another upper limit for the sequence: ''', end='''''')
		except (NameError, ValueError):
				print('''\n********* Invalid input, goodbye! ************\n''')

		import doctest

		doctest.testmod()
