
"""simple docstring"""


from collections import OrderedDict
from typing import Mapping

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


A_    							=					logging.get_logger(__name__)

A_    							=					{
    """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  __lowerCamelCase  ( lowerCAmelCase			):
				a__:      Dict          =    'xlm'
				a__:      str          =    {
				    'hidden_size': 'emb_dim',
				    'num_attention_heads': 'n_heads',
				    'num_hidden_layers': 'n_layers',
				    'n_words': 'vocab_size',  # For backward compatibility
				}




				def __init__(				self							,						UpperCAmelCase=3_0145							,						UpperCAmelCase=2048							,						UpperCAmelCase=12							,						UpperCAmelCase=16							,						UpperCAmelCase=0.1							,						UpperCAmelCase=0.1							,						UpperCAmelCase=True							,						UpperCAmelCase=False							,						UpperCAmelCase=False							,						UpperCAmelCase=False							,						UpperCAmelCase=1							,						UpperCAmelCase=True							,						UpperCAmelCase=512							,						UpperCAmelCase=2048**-0.5							,						UpperCAmelCase=1e-1_2							,						UpperCAmelCase=0.0_2							,						UpperCAmelCase=0							,						UpperCAmelCase=1							,						UpperCAmelCase=2							,						UpperCAmelCase=3							,						UpperCAmelCase=5							,						UpperCAmelCase=True							,						UpperCAmelCase="first"							,						UpperCAmelCase=True							,						UpperCAmelCase=None							,						UpperCAmelCase=True							,						UpperCAmelCase=0.1							,						UpperCAmelCase=5							,						UpperCAmelCase=5							,						UpperCAmelCase=0							,						UpperCAmelCase=0							,						UpperCAmelCase=2							,						UpperCAmelCase=0							,						**UpperCAmelCase							,						):
							lowerCamelCase_					=  vocab_size
							lowerCamelCase_					=  emb_dim
							lowerCamelCase_					=  n_layers
							lowerCamelCase_					=  n_heads
							lowerCamelCase_					=  dropout
							lowerCamelCase_					=  attention_dropout
							lowerCamelCase_					=  gelu_activation
							lowerCamelCase_					=  sinusoidal_embeddings
							lowerCamelCase_					=  causal
							lowerCamelCase_					=  asm
							lowerCamelCase_					=  n_langs
							lowerCamelCase_					=  use_lang_emb
							lowerCamelCase_					=  layer_norm_eps
							lowerCamelCase_					=  bos_index
							lowerCamelCase_					=  eos_index
							lowerCamelCase_					=  pad_index
							lowerCamelCase_					=  unk_index
							lowerCamelCase_					=  mask_index
							lowerCamelCase_					=  is_encoder
							lowerCamelCase_					=  max_position_embeddings
							lowerCamelCase_					=  embed_init_std
							lowerCamelCase_					=  init_std
							lowerCamelCase_					=  summary_type
							lowerCamelCase_					=  summary_use_proj
							lowerCamelCase_					=  summary_activation
							lowerCamelCase_					=  summary_proj_to_labels
							lowerCamelCase_					=  summary_first_dropout
							lowerCamelCase_					=  start_n_top
							lowerCamelCase_					=  end_n_top
							lowerCamelCase_					=  mask_token_id
							lowerCamelCase_					=  lang_id

							if "n_words" in kwargs:
										lowerCamelCase_					=  kwargs['''n_words''']

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




class  __lowerCamelCase  ( lowerCAmelCase			):




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





"""simple docstring"""


import os
from datetime import datetime as dt

from github import Github


A_    							=					[
    """good first issue""",
    """feature request""",
    """wip""",
]






def  lowercase						(	):
			lowerCamelCase_					=  Github(os.environ['''GITHUB_TOKEN''']						)
			lowerCamelCase_					=  g.get_repo('''huggingface/accelerate'''						)
			lowerCamelCase_					=  repo.get_issues(state='''open'''						)

			for issue in open_issues:
						lowerCamelCase_					=  sorted([comment for comment in issue.get_comments()]	,key=lambda lowerCAmelCase__						: i.created_at	,reverse=lowerCAmelCase__						)
						lowerCamelCase_					=  comments[0] if len(lowerCAmelCase__						) > 0 else None
						lowerCamelCase_					=  dt.utcnow()
						lowerCamelCase_					=  (current_time - issue.updated_at).days
						lowerCamelCase_					=  (current_time - issue.created_at).days
						if (
						    last_comment is not None
						    and last_comment.user.login == "github-actions[bot]"
						    and days_since_updated > 7
						    and days_since_creation >= 30
						    and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()						)
						):
									# Close issue since it has been 7 days of inactivity since bot mention.
									issue.edit(state='''closed'''						)
						elif (
						    days_since_updated > 23
						    and days_since_creation >= 30
						    and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()						)
						):
									# Add stale comment
									issue.create_comment(
									    '''This issue has been automatically marked as stale because it has not had '''
									    '''recent activity. If you think this still needs to be addressed '''
									    '''please comment on this thread.\n\nPlease note that issues that do not follow the '''
									    '''[contributing guidelines](https://github.com/huggingface/accelerate/blob/main/CONTRIBUTING.md) '''
									    '''are likely to be ignored.'''						)


if __name__ == "__main__":
						main()



