




'''simple docstring'''


from collections import OrderedDict
from typing import Mapping

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


_snake_case				:				Optional[Any]       							=		logging.get_logger(__name__)

_snake_case				:				Union[str, Any]       							=		{
    'google/bigbird-roberta-base': 'https://huggingface.co/google/bigbird-roberta-base/resolve/main/config.json',
    'google/bigbird-roberta-large': 'https://huggingface.co/google/bigbird-roberta-large/resolve/main/config.json',
    'google/bigbird-base-trivia-itc': 'https://huggingface.co/google/bigbird-base-trivia-itc/resolve/main/config.json',
    # See all BigBird models at https://huggingface.co/models?filter=big_bird
}

class       A   (		_a   ):
							lowercase_          =    'big_bird'







							def __init__(  self	:  Any							,      lowerCAmelCase_	:  Optional[Any]=5_03_58							,      lowerCAmelCase_	:  Optional[Any]=7_68							,      lowerCAmelCase_	:  int=12							,      lowerCAmelCase_	:  Optional[int]=12							,      lowerCAmelCase_	:  List[Any]=30_72							,      lowerCAmelCase_	:  Any="gelu_new"							,      lowerCAmelCase_	:  Any=0.1							,      lowerCAmelCase_	:  Dict=0.1							,      lowerCAmelCase_	:  str=40_96							,      lowerCAmelCase_	:  int=2							,      lowerCAmelCase_	:  Any=0.0_2							,      lowerCAmelCase_	:  int=1e-12							,      lowerCAmelCase_	:  List[str]=True							,      lowerCAmelCase_	:  Optional[Any]=0							,      lowerCAmelCase_	:  List[Any]=1							,      lowerCAmelCase_	:  str=2							,      lowerCAmelCase_	:  Optional[int]=66							,      lowerCAmelCase_	:  List[Any]="block_sparse"							,      lowerCAmelCase_	:  Tuple=True							,      lowerCAmelCase_	:  str=False							,      lowerCAmelCase_	:  str=64							,      lowerCAmelCase_	:  Optional[int]=3							,      lowerCAmelCase_	:  List[str]=None							,      **lowerCAmelCase_	:  Union[str, Any]							,      )      ->							List[Any]:


														"""simple docstring"""


														super().__init__(
														    pad_token_id=lowerCAmelCase_							,      bos_token_id=lowerCAmelCase_							,      eos_token_id=lowerCAmelCase_							,      sep_token_id=lowerCAmelCase_							,      **lowerCAmelCase_							,      )

														_a     					=    vocab_size
														_a     					=    max_position_embeddings
														_a     					=    hidden_size
														_a     					=    num_hidden_layers
														_a     					=    num_attention_heads
														_a     					=    intermediate_size
														_a     					=    hidden_act
														_a     					=    hidden_dropout_prob
														_a     					=    attention_probs_dropout_prob
														_a     					=    initializer_range
														_a     					=    type_vocab_size
														_a     					=    layer_norm_eps
														_a     					=    use_cache

														_a     					=    rescale_embeddings
														_a     					=    attention_type
														_a     					=    use_bias
														_a     					=    block_size
														_a     					=    num_random_blocks
														_a     					=    classifier_dropout



class       A   (		_a   ):







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


														"""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),
														    ] )







'''simple docstring'''


import argparse
from collections import defaultdict

import yaml


_snake_case				:				int       							=		'docs/source/en/_toctree.yml'
def 		snake_case_   (UpperCamelCase	:  Optional[int]				):





							'''simple docstring'''


							_a     					=    defaultdict(UpperCamelCase				)
							for doc in model_doc:
														counts[doc["local"]] += 1
							_a     					=    [key for key, value in counts.items() if value > 1]

							_a     					=    []
							for duplicate_key in duplicates:
														_a     					=    list({doc['''title'''] for doc in model_doc if doc['''local'''] == duplicate_key}				)
														if len(UpperCamelCase				) > 1:
																					raise ValueError(
																					    f'{duplicate_key} is present several times in the documentation table of content at '
																					    '''`docs/source/en/_toctree.yml` with different *Title* values. Choose one of those and remove the '''
																					    '''others.'''				)
														# Only add this once
														new_doc.append({'''local''': duplicate_key, '''title''': titles[0]}				)

							# Add none duplicate-keys
							new_doc.extend([doc for doc in model_doc if counts[doc['''local''']] == 1]				)

							# Sort
							return sorted(UpperCamelCase			,						key=lambda UpperCamelCase				: s["title"].lower()				)
def 		snake_case_   (UpperCamelCase	:  str=False				):





							'''simple docstring'''


							with open(UpperCamelCase			,						encoding='''utf-8'''				) as f:
														_a     					=    yaml.safe_load(f.read()				)

							# Get to the API doc
							_a     					=    0
							while content[api_idx]["title"] != "API":
														api_idx += 1
							_a     					=    content[api_idx]['''sections''']

							# Then to the model doc
							_a     					=    0
							while api_doc[model_idx]["title"] != "Models":
														model_idx += 1

							_a     					=    api_doc[model_idx]['''sections''']

							_a     					=    [(idx, section) for idx, section in enumerate(UpperCamelCase				) if '''sections''' in section]
							_a     					=    False
							for idx, modality_doc in modalities_docs:
														_a     					=    modality_doc['''sections''']
														_a     					=    clean_model_doc_toc(UpperCamelCase				)

														if old_modality_doc != new_modality_doc:
																					_a     					=    True
																					if overwrite:
																												_a     					=    new_modality_doc

							if diff:
														if overwrite:
																					_a     					=    model_doc
																					_a     					=    api_doc
																					with open(UpperCamelCase			,						'''w'''			,						encoding='''utf-8'''				) as f:
																												f.write(yaml.dump(UpperCamelCase			,						allow_unicode=UpperCamelCase				)				)
														else:
																					raise ValueError(
																					    '''The model doc part of the table of content is not properly sorted, run `make style` to fix this.'''				)


if __name__ == "__main__":
				_snake_case				:				List[str]       							=		argparse.ArgumentParser()
				parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
				_snake_case				:				List[Any]       							=		parser.parse_args()

				check_model_doc(args.fix_and_overwrite)

