






def     _snake_case    (__lowercase):

   if len(__lowercase) < 2:
      return collection

   def circle_sort_util(__lowercase    ,      __lowercase    ,      __lowercase) -> bool:
      UpperCamelCase_									=     False

      if low == high:
         return swapped

      UpperCamelCase_									=     low
      UpperCamelCase_									=     high

      while left < right:
         if collection[left] > collection[right]:
            UpperCamelCase_		,      UpperCamelCase_									=     (
                collection[right],
                collection[left],
            )
            UpperCamelCase_									=     True

         left += 1
         right -= 1

      if left == right and collection[left] > collection[right + 1]:
         UpperCamelCase_		,      UpperCamelCase_									=     (
             collection[right + 1],
             collection[left],
         )

         UpperCamelCase_									=     True

      UpperCamelCase_									=     low + int((high - low) / 2)
      UpperCamelCase_									=     circle_sort_util(__lowercase    ,      __lowercase    ,      __lowercase)
      UpperCamelCase_									=     circle_sort_util(__lowercase    ,      mid + 1    ,      __lowercase)

      return swapped or left_swap or right_swap

   UpperCamelCase_									=     True

   while is_not_sorted is True:
      UpperCamelCase_									=     circle_sort_util(__lowercase    ,      0    ,      len(__lowercase) - 1)

   return collection


if __name__ == "__main__":
 snake_case__      :	int       	=      input("""Enter numbers separated by a comma:\n""").strip()
 snake_case__      :	List[Any]       	=      [int(item) for item in user_input.split(""",""")]
 print(circle_sort(unsorted))













import copy
import os
from typing import Union

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


snake_case__      :	Optional[int]       	=      logging.get_logger(__name__)

snake_case__      :	List[Any]       	=      {
    """microsoft/git-base""": """https://huggingface.co/microsoft/git-base/resolve/main/config.json""",
}


class 						_a       (  UpperCAmelCase__    ):






  """simple docstring"""





  A_						=   """git_vision_model"""




  def __init__(     self		,		_UpperCAmelCase=768		,		_UpperCAmelCase=3072		,		_UpperCAmelCase=12		,		_UpperCAmelCase=12		,		_UpperCAmelCase=3		,		_UpperCAmelCase=224		,		_UpperCAmelCase=16		,		_UpperCAmelCase="quick_gelu"		,		_UpperCAmelCase=1e-5		,		_UpperCAmelCase=0.0		,		_UpperCAmelCase=0.0_2		,		**_UpperCAmelCase		,		)			-> Optional[Any]:
     super().__init__(**_UpperCAmelCase )

     UpperCamelCase_									=     hidden_size
     UpperCamelCase_									=     intermediate_size
     UpperCamelCase_									=     num_hidden_layers
     UpperCamelCase_									=     num_attention_heads
     UpperCamelCase_									=     num_channels
     UpperCamelCase_									=     patch_size
     UpperCamelCase_									=     image_size
     UpperCamelCase_									=     initializer_range
     UpperCamelCase_									=     attention_dropout
     UpperCamelCase_									=     layer_norm_eps
     UpperCamelCase_									=     hidden_act




  @classmethod
  def    _UpperCAmelCase     (     cls		,		_UpperCAmelCase		,		**_UpperCAmelCase )			-> "PretrainedConfig":
     cls._set_token_in_kwargs(_UpperCAmelCase )

     UpperCamelCase_		,      UpperCamelCase_									=     cls.get_config_dict(_UpperCAmelCase		,		**_UpperCAmelCase )

     # get the vision config dict if we are loading from GITConfig
     if config_dict.get('model_type' ) == "git":
        UpperCamelCase_									=     config_dict['vision_config']

     if "model_type" in config_dict and hasattr(cls		,		'model_type' ) and config_dict["model_type"] != cls.model_type:
        logger.warning(
            f"""You are using a model of type {config_dict["model_type"]} to instantiate a model of type """
            f"""{cls.model_type}. This is not supported for all configurations of models and can yield errors.""" )

     return cls.from_dict(_UpperCAmelCase		,		**_UpperCAmelCase )




class 						_a       (  UpperCAmelCase__    ):






  """simple docstring"""





  A_						=   """git"""




  def __init__(     self		,		_UpperCAmelCase=None		,		_UpperCAmelCase=30522		,		_UpperCAmelCase=768		,		_UpperCAmelCase=6		,		_UpperCAmelCase=12		,		_UpperCAmelCase=3072		,		_UpperCAmelCase="gelu"		,		_UpperCAmelCase=0.1		,		_UpperCAmelCase=0.1		,		_UpperCAmelCase=1024		,		_UpperCAmelCase=0.0_2		,		_UpperCAmelCase=1e-12		,		_UpperCAmelCase=0		,		_UpperCAmelCase="absolute"		,		_UpperCAmelCase=True		,		_UpperCAmelCase=False		,		_UpperCAmelCase=101		,		_UpperCAmelCase=102		,		_UpperCAmelCase=None		,		**_UpperCAmelCase		,		)			-> Optional[int]:
     super().__init__(bos_token_id=_UpperCAmelCase		,		eos_token_id=_UpperCAmelCase		,		pad_token_id=_UpperCAmelCase		,		**_UpperCAmelCase )

     if vision_config is None:
        UpperCamelCase_									=     {}
        logger.info('vision_config is None. initializing the GitVisionConfig with default values.' )

     UpperCamelCase_									=     GitVisionConfig(**_UpperCAmelCase )
     UpperCamelCase_									=     vocab_size
     UpperCamelCase_									=     hidden_size
     UpperCamelCase_									=     num_hidden_layers
     UpperCamelCase_									=     num_attention_heads
     UpperCamelCase_									=     hidden_act
     UpperCamelCase_									=     intermediate_size
     UpperCamelCase_									=     hidden_dropout_prob
     UpperCamelCase_									=     attention_probs_dropout_prob
     UpperCamelCase_									=     max_position_embeddings
     UpperCamelCase_									=     initializer_range
     UpperCamelCase_									=     layer_norm_eps
     UpperCamelCase_									=     position_embedding_type
     UpperCamelCase_									=     use_cache
     UpperCamelCase_									=     tie_word_embeddings
     UpperCamelCase_									=     num_image_with_embedding

     UpperCamelCase_									=     bos_token_id
     UpperCamelCase_									=     eos_token_id




  def    _UpperCAmelCase     (     self )			-> str:
     UpperCamelCase_									=     copy.deepcopy(self.__dict__ )
     UpperCamelCase_									=     self.vision_config.to_dict()
     UpperCamelCase_									=     self.__class__.model_type
     return output





