





from ...configuration_utils import PretrainedConfig
from ...utils import logging


SCREAMING_SNAKE_CASE_		     = logging.get_logger(__name__)

SCREAMING_SNAKE_CASE_		     = {
    """MIT/ast-finetuned-audioset-10-10-0.4593""": (
        """https://huggingface.co/MIT/ast-finetuned-audioset-10-10-0.4593/resolve/main/config.json"""
    ),
}

class 	UpperCamelCase__				(   lowerCAmelCase_     ):



     '''simple docstring'''

     __snake_case					:			str				=    "audio-spectrogram-transformer"






     def __init__(							self		:					Optional[int]		,lowerCamelCase__		:					int=768		,lowerCamelCase__		:					Optional[Any]=12		,lowerCamelCase__		:					Union[str, Any]=12		,lowerCamelCase__		:					Optional[int]=3072		,lowerCamelCase__		:					List[Any]="gelu"		,lowerCamelCase__		:					Union[str, Any]=0.0		,lowerCamelCase__		:					List[Any]=0.0		,lowerCamelCase__		:					int=0.02		,lowerCamelCase__		:					Optional[Any]=1e-1_2		,lowerCamelCase__		:					Union[str, Any]=16		,lowerCamelCase__		:					List[str]=True		,lowerCamelCase__		:					Dict=10		,lowerCamelCase__		:					str=10		,lowerCamelCase__		:					Union[str, Any]=1024		,lowerCamelCase__		:					int=128		,**lowerCamelCase__		:					Any		,)  ->	Optional[int]:




           '''simple docstring'''


           super().__init__(**lowerCamelCase__ )

           SCREAMING_SNAKE_CASE	=		hidden_size
           SCREAMING_SNAKE_CASE	=		num_hidden_layers
           SCREAMING_SNAKE_CASE	=		num_attention_heads
           SCREAMING_SNAKE_CASE	=		intermediate_size
           SCREAMING_SNAKE_CASE	=		hidden_act
           SCREAMING_SNAKE_CASE	=		hidden_dropout_prob
           SCREAMING_SNAKE_CASE	=		attention_probs_dropout_prob
           SCREAMING_SNAKE_CASE	=		initializer_range
           SCREAMING_SNAKE_CASE	=		layer_norm_eps
           SCREAMING_SNAKE_CASE	=		patch_size
           SCREAMING_SNAKE_CASE	=		qkv_bias
           SCREAMING_SNAKE_CASE	=		frequency_stride
           SCREAMING_SNAKE_CASE	=		time_stride
           SCREAMING_SNAKE_CASE	=		max_length
           SCREAMING_SNAKE_CASE	=		num_mel_bins









import os
from datetime import datetime as dt

from github import Github


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



def      __lowercase     (   )				->     Optional[int]:


      '''simple docstring'''


      SCREAMING_SNAKE_CASE	=		Github(os.environ["""GITHUB_TOKEN"""]			)
      SCREAMING_SNAKE_CASE	=		g.get_repo("""huggingface/accelerate"""			)
      SCREAMING_SNAKE_CASE	=		repo.get_issues(state="""open"""			)

      for issue in open_issues:
            SCREAMING_SNAKE_CASE	=		sorted([comment for comment in issue.get_comments()]				,		key=lambda _SCREAMING_SNAKE_CASE			: i.created_at				,		reverse=_SCREAMING_SNAKE_CASE			)
            SCREAMING_SNAKE_CASE	=		comments[0] if len(_SCREAMING_SNAKE_CASE			) > 0 else None
            SCREAMING_SNAKE_CASE	=		dt.utcnow()
            SCREAMING_SNAKE_CASE	=		(current_time - issue.updated_at).days
            SCREAMING_SNAKE_CASE	=		(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()


