


from collections import OrderedDict
from typing import Mapping

from packaging import version

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


A							:					Any     						=     logging.get_logger(__name__)

A							:					Any     						=     {
    'hustvl/yolos-small': 'https://huggingface.co/hustvl/yolos-small/resolve/main/config.json',
    # See all YOLOS models at https://huggingface.co/models?filter=yolos
}






class     UpperCamelCase(  lowercase__   ):
					snake_case_		:				List[str]										=	'yolos'


					def __init__(						self	:		List[Any]     ,    SCREAMING_SNAKE_CASE	:		str=7_6_8     ,    SCREAMING_SNAKE_CASE	:		Union[str, Any]=1_2     ,    SCREAMING_SNAKE_CASE	:		str=1_2     ,    SCREAMING_SNAKE_CASE	:		Dict=3_0_7_2     ,    SCREAMING_SNAKE_CASE	:		Union[str, Any]="gelu"     ,    SCREAMING_SNAKE_CASE	:		Dict=0.0     ,    SCREAMING_SNAKE_CASE	:		Union[str, Any]=0.0     ,    SCREAMING_SNAKE_CASE	:		Dict=0.02     ,    SCREAMING_SNAKE_CASE	:		Dict=1e-1_2     ,    SCREAMING_SNAKE_CASE	:		List[str]=[5_1_2, 8_6_4]     ,    SCREAMING_SNAKE_CASE	:		int=1_6     ,    SCREAMING_SNAKE_CASE	:		Dict=3     ,    SCREAMING_SNAKE_CASE	:		str=True     ,    SCREAMING_SNAKE_CASE	:		Dict=1_0_0     ,    SCREAMING_SNAKE_CASE	:		Tuple=True     ,    SCREAMING_SNAKE_CASE	:		str=False     ,    SCREAMING_SNAKE_CASE	:		str=1     ,    SCREAMING_SNAKE_CASE	:		int=5     ,    SCREAMING_SNAKE_CASE	:		Tuple=2     ,    SCREAMING_SNAKE_CASE	:		List[str]=5     ,    SCREAMING_SNAKE_CASE	:		Any=2     ,    SCREAMING_SNAKE_CASE	:		Optional[Any]=0.1     ,    **SCREAMING_SNAKE_CASE	:		Tuple     ,    )			->	Optional[int]:




											'''simple docstring'''

											super().__init__(**SCREAMING_SNAKE_CASE						)

											__snake_case				=		hidden_size
											__snake_case				=		num_hidden_layers
											__snake_case				=		num_attention_heads
											__snake_case				=		intermediate_size
											__snake_case				=		hidden_act
											__snake_case				=		hidden_dropout_prob
											__snake_case				=		attention_probs_dropout_prob
											__snake_case				=		initializer_range
											__snake_case				=		layer_norm_eps
											__snake_case				=		image_size
											__snake_case				=		patch_size
											__snake_case				=		num_channels
											__snake_case				=		qkv_bias
											__snake_case				=		num_detection_tokens
											__snake_case				=		use_mid_position_embeddings
											__snake_case				=		auxiliary_loss
											# Hungarian matcher
											__snake_case				=		class_cost
											__snake_case				=		bbox_cost
											__snake_case				=		giou_cost
											# Loss coefficients
											__snake_case				=		bbox_loss_coefficient
											__snake_case				=		giou_loss_coefficient
											__snake_case				=		eos_coefficient






class     UpperCamelCase(  lowercase__   ):
					snake_case_		:				Dict										=	version.parse("""1.11"""   )


					@property
					def 							SCREAMING_SNAKE_CASE_  (						self	:		List[str]						)			->	Union[str, Any]:




											'''simple docstring'''

											return OrderedDict(
											    [
											        ("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"}),
											    ]						)


					@property
					def 							SCREAMING_SNAKE_CASE_  (						self	:		Optional[Any]						)			->	Any:




											'''simple docstring'''

											return 1e-4






					@property
					def 							SCREAMING_SNAKE_CASE_  (						self	:		int						)			->	Dict:




											'''simple docstring'''

											return 1_2









import os
from datetime import datetime as dt

from github import Github


A							:					Union[str, Any]     						=     [
    'good first issue',
    'good second issue',
    'good difficult issue',
    'enhancement',
    'new pipeline/model',
    'new scheduler',
    'wip',
]





def 	_lowerCAmelCase       (    )						->	str:


						'''simple docstring'''






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

						for issue in open_issues:
												__snake_case				=		sorted(issue.get_comments()      ,	key=lambda _lowerCAmelCase : i.created_at      ,	reverse=_lowerCAmelCase )
												__snake_case				=		comments[0] if len(_lowerCAmelCase ) > 0 else None
												if (
												    last_comment is not None
												    and last_comment.user.login == "github-actions[bot]"
												    and (dt.utcnow() - issue.updated_at).days > 7
												    and (dt.utcnow() - issue.created_at).days >= 30
												    and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels() )
												):
																		# Closes the issue after 7 days of inactivity since the Stalebot notification.
																		issue.edit(state="closed" )
												elif (
												    "stale" in issue.get_labels()
												    and last_comment is not None
												    and last_comment.user.login != "github-actions[bot]"
												):
																		# Opens the issue if someone other than Stalebot commented.
																		issue.edit(state="open" )
																		issue.remove_from_labels("stale" )
												elif (
												    (dt.utcnow() - issue.updated_at).days > 23
												    and (dt.utcnow() - issue.created_at).days >= 30
												    and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels() )
												):
																		# Post a Stalebot notification after 23 days of inactivity.
																		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/diffusers/blob/main/CONTRIBUTING.md) "
																		    "are likely to be ignored." )
																		issue.add_to_labels("stale" )


if __name__ == "__main__":
	main()





