
'''simple docstring'''







import copy

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ..auto.configuration_auto import AutoConfig
from ..clip.configuration_clip import CLIPVisionConfig


_snake_case					: str     			=					logging.get_logger(__name__)


class       lowerCAmelCase			(					__UpperCAmelCase      ):
		a				:       Any							=       """vision-text-dual-encoder"""
		a				:       List[str]							=       True




		def __init__(					self       ,    UpperCamelCase=512       ,    UpperCamelCase=2.65_92       ,    **UpperCamelCase   ):
								super().__init__(**UpperCamelCase   )

								if "vision_config" not in kwargs:
														raise ValueError("`vision_config` can not be `None`."   )

								if "text_config" not in kwargs:
														raise ValueError("`text_config` can not be `None`."   )

								_SCREAMING_SNAKE_CASE					=			kwargs.pop("vision_config"   )
								_SCREAMING_SNAKE_CASE					=			kwargs.pop("text_config"   )

								_SCREAMING_SNAKE_CASE					=			vision_config.pop("model_type"   )
								_SCREAMING_SNAKE_CASE					=			text_config.pop("model_type"   )

								if vision_model_type == "clip":
														_SCREAMING_SNAKE_CASE					=			AutoConfig.for_model(UpperCamelCase       ,    **UpperCamelCase   ).vision_config
								elif vision_model_type == "clip_vision_model":
														_SCREAMING_SNAKE_CASE					=			CLIPVisionConfig(**UpperCamelCase   )
								else:
														_SCREAMING_SNAKE_CASE					=			AutoConfig.for_model(UpperCamelCase       ,    **UpperCamelCase   )

								_SCREAMING_SNAKE_CASE					=			AutoConfig.for_model(UpperCamelCase       ,    **UpperCamelCase   )

								_SCREAMING_SNAKE_CASE					=			projection_dim
								_SCREAMING_SNAKE_CASE					=			logit_scale_init_value




		@classmethod
		def      lowercase							(					cls       ,    UpperCamelCase       ,    UpperCamelCase       ,    **UpperCamelCase   ):
								return cls(vision_config=vision_config.to_dict()       ,    text_config=text_config.to_dict()       ,    **UpperCamelCase   )




		def      lowercase							(					self   ):
								_SCREAMING_SNAKE_CASE					=			copy.deepcopy(self.__dict__   )
								_SCREAMING_SNAKE_CASE					=			self.vision_config.to_dict()
								_SCREAMING_SNAKE_CASE					=			self.text_config.to_dict()
								_SCREAMING_SNAKE_CASE					=			self.__class__.model_type
								return output

'''simple docstring'''







def       _a		(						_SCREAMING_SNAKE_CASE		: str	):
						_SCREAMING_SNAKE_CASE					=			len(_SCREAMING_SNAKE_CASE	)
						for i in range(length - 1	):
												_SCREAMING_SNAKE_CASE					=			False
												for j in range(length - 1 - i	):
																		if collection[j] > collection[j + 1]:
																								_SCREAMING_SNAKE_CASE					=			True
																								_SCREAMING_SNAKE_CASE,				_SCREAMING_SNAKE_CASE					=			collection[j + 1], collection[j]
												if not swapped:
																		break  # Stop iteration if the collection is sorted.
						return collection


if __name__ == "__main__":
						import doctest
						import time

						doctest.testmod()

						_snake_case					: Union[str, Any]     			=					input("""Enter numbers separated by a comma:""").strip()
						_snake_case					: List[Any]     			=					[int(item) for item in user_input.split(""",""")]
						_snake_case					: Optional[int]     			=					time.process_time()
						print(*bubble_sort(unsorted), sep=""",""")
						print(F"Processing time: {(time.process_time() - start)%1E9 + 7}")