class  A_			:

  def __init__(		self			:   Tuple  ,				__SCREAMING_SNAKE_CASE			:   int  ,				__SCREAMING_SNAKE_CASE			:   Union[str, Any]=None  ,				__SCREAMING_SNAKE_CASE			:   Optional[Any]=None							):
   __a							=	data
   __a							=	previous
   __a							=	next_node

  def __str__(		self			:   List[Any]							):
   return f"""{self.data}"""

  def 		_UpperCAmelCase (		self			:   List[Any]							):
   return self.data

  def 		_UpperCAmelCase (		self			:   List[Any]							):
   return self.next

  def 		_UpperCAmelCase (		self			:   Optional[int]							):
   return self.previous
class  A_			:

  def __init__(		self			:   List[Any]  ,				__SCREAMING_SNAKE_CASE			:   Union[str, Any]							):
   __a							=	head

  def __iter__(		self			:   Tuple							):
   return self

  def 		_UpperCAmelCase (		self			:   List[Any]							):
   if not self.current:
    raise StopIteration
   else:
    __a							=	self.current.get_data()
    __a							=	self.current.get_next()
    return value
class  A_			:

  def __init__(		self			:   Optional[int]							):
   __a							=	None  # First node in list
   __a							=	None  # Last node in list

  def __str__(		self			:   int							):
   __a							=	self.head
   __a							=	[]
   while current is not None:
    nodes.append(current.get_data()							)
    __a							=	current.get_next()
   return " ".join(str(__SCREAMING_SNAKE_CASE							) for node in nodes							)

  def __contains__(		self			:   List[Any]  ,				__SCREAMING_SNAKE_CASE			:   int							):
   __a							=	self.head
   while current:
    if current.get_data() == value:
     return True
    __a							=	current.get_next()
   return False

  def __iter__(		self			:   str							):
   return LinkedListIterator(self.head							)

  def 		_UpperCAmelCase (		self			:   Tuple							):
   if self.head:
    return self.head.get_data()
   return None

  def 		_UpperCAmelCase (		self			:   Union[str, Any]							):
   if self.tail:
    return self.tail.get_data()
   return None

  def 		_UpperCAmelCase (		self			:   Tuple  ,				__SCREAMING_SNAKE_CASE			:   Node							):
   if self.head is None:
    __a							=	node
    __a							=	node
   else:
    self.insert_before_node(self.head  ,				__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   List[str]  ,				__SCREAMING_SNAKE_CASE			:   Node							):
   if self.head is None:
    self.set_head(__SCREAMING_SNAKE_CASE							)
   else:
    self.insert_after_node(self.tail  ,				__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   Dict  ,				__SCREAMING_SNAKE_CASE			:   int							):
   __a							=	Node(__SCREAMING_SNAKE_CASE							)
   if self.head is None:
    self.set_head(__SCREAMING_SNAKE_CASE							)
   else:
    self.set_tail(__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   Dict  ,				__SCREAMING_SNAKE_CASE			:   Node  ,				__SCREAMING_SNAKE_CASE			:   Node							):
   __a							=	node
   __a							=	node.previous

   if node.get_previous() is None:
    __a							=	node_to_insert
   else:
    __a							=	node_to_insert

   __a							=	node_to_insert

  def 		_UpperCAmelCase (		self			:   str  ,				__SCREAMING_SNAKE_CASE			:   Node  ,				__SCREAMING_SNAKE_CASE			:   Node							):
   __a							=	node
   __a							=	node.next

   if node.get_next() is None:
    __a							=	node_to_insert
   else:
    __a							=	node_to_insert

   __a							=	node_to_insert

  def 		_UpperCAmelCase (		self			:   Dict  ,				__SCREAMING_SNAKE_CASE			:   int  ,				__SCREAMING_SNAKE_CASE			:   int							):
   __a							=	1
   __a							=	Node(__SCREAMING_SNAKE_CASE							)
   __a							=	self.head
   while node:
    if current_position == position:
     self.insert_before_node(__SCREAMING_SNAKE_CASE  ,				__SCREAMING_SNAKE_CASE							)
     return
    current_position += 1
    __a							=	node.next
   self.insert_after_node(self.tail  ,				__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   Dict  ,				__SCREAMING_SNAKE_CASE			:   int							):
   __a							=	self.head
   while node:
    if node.get_data() == item:
     return node
    __a							=	node.get_next()
   raise Exception("Node not found"							)

  def 		_UpperCAmelCase (		self			:   List[Any]  ,				__SCREAMING_SNAKE_CASE			:   Union[str, Any]							):
   if (node := self.get_node(__SCREAMING_SNAKE_CASE							)) is not None:
    if node == self.head:
     __a							=	self.head.get_next()

    if node == self.tail:
     __a							=	self.tail.get_previous()

    self.remove_node_pointers(__SCREAMING_SNAKE_CASE							)

  @staticmethod
  def 		_UpperCAmelCase (		__SCREAMING_SNAKE_CASE			:   Node							):
   if node.get_next():
    __a							=	node.previous

   if node.get_previous():
    __a							=	node.next

   __a							=	None
   __a							=	None

  def 		_UpperCAmelCase (		self			:   List[Any]							):
   return self.head is None



def 	__A		(      ):



 """simple docstring"""




if __name__ == "__main__":
  import doctest

  doctest.testmod()



import copy
import os
from typing import Union

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


SCREAMING_SNAKE_CASE			:						List[Any]				  =		logging.get_logger(__name__)

SCREAMING_SNAKE_CASE			:						Optional[int]				  =		{
    """Salesforce/blip-vqa-base""": """https://huggingface.co/Salesforce/blip-vqa-base/resolve/main/config.json""",
    """Salesforce/blip-vqa-capfit-large""": (
        """https://huggingface.co/Salesforce/blip-vqa-base-capfit/resolve/main/config.json"""
    ),
    """Salesforce/blip-image-captioning-base""": (
        """https://huggingface.co/Salesforce/blip-image-captioning-base/resolve/main/config.json"""
    ),
    """Salesforce/blip-image-captioning-large""": (
        """https://huggingface.co/Salesforce/blip-image-captioning-large/resolve/main/config.json"""
    ),
    """Salesforce/blip-itm-base-coco""": """https://huggingface.co/Salesforce/blip-itm-base-coco/resolve/main/config.json""",
    """Salesforce/blip-itm-large-coco""": """https://huggingface.co/Salesforce/blip-itm-large-coco/resolve/main/config.json""",
    """Salesforce/blip-itm-base-flikr""": """https://huggingface.co/Salesforce/blip-itm-base-flikr/resolve/main/config.json""",
    """Salesforce/blip-itm-large-flikr""": (
        """https://huggingface.co/Salesforce/blip-itm-large-flikr/resolve/main/config.json"""
    ),
}
class  A_			(							a_			):
  _SCREAMING_SNAKE_CASE     					=      """blip_text_model"""

  def __init__(		self			:   Union[str, Any]  ,				__SCREAMING_SNAKE_CASE			:   str=3_05_24  ,				__SCREAMING_SNAKE_CASE			:   Any=7_68  ,				__SCREAMING_SNAKE_CASE			:   List[Any]=7_68  ,				__SCREAMING_SNAKE_CASE			:   Tuple=30_72  ,				__SCREAMING_SNAKE_CASE			:   Any=7_68  ,				__SCREAMING_SNAKE_CASE			:   Tuple=12  ,				__SCREAMING_SNAKE_CASE			:   Dict=8  ,				__SCREAMING_SNAKE_CASE			:   int=5_12  ,				__SCREAMING_SNAKE_CASE			:   List[Any]="gelu"  ,				__SCREAMING_SNAKE_CASE			:   int=1E-12  ,				__SCREAMING_SNAKE_CASE			:   Tuple=0.0  ,				__SCREAMING_SNAKE_CASE			:   Tuple=0.0  ,				__SCREAMING_SNAKE_CASE			:   Dict=0.02  ,				__SCREAMING_SNAKE_CASE			:   Optional[int]=3_05_22  ,				__SCREAMING_SNAKE_CASE			:   Any=2  ,				__SCREAMING_SNAKE_CASE			:   List[str]=0  ,				__SCREAMING_SNAKE_CASE			:   Optional[int]=1_02  ,				__SCREAMING_SNAKE_CASE			:   Optional[int]=True  ,				__SCREAMING_SNAKE_CASE			:   Dict=True  ,				**__SCREAMING_SNAKE_CASE			:   str  ,				):
   super().__init__(
       pad_token_id=__SCREAMING_SNAKE_CASE  ,				bos_token_id=__SCREAMING_SNAKE_CASE  ,				eos_token_id=__SCREAMING_SNAKE_CASE  ,				sep_token_id=__SCREAMING_SNAKE_CASE  ,				**__SCREAMING_SNAKE_CASE  ,				)

   __a							=	vocab_size
   __a							=	hidden_size
   __a							=	encoder_hidden_size
   __a							=	intermediate_size
   __a							=	projection_dim
   __a							=	hidden_dropout_prob
   __a							=	num_hidden_layers
   __a							=	num_attention_heads
   __a							=	max_position_embeddings
   __a							=	layer_norm_eps
   __a							=	hidden_act
   __a							=	initializer_range
   __a							=	attention_probs_dropout_prob
   __a							=	is_decoder
   __a							=	use_cache

  @classmethod
  def 		_UpperCAmelCase (		cls			:   Union[str, Any]  ,				__SCREAMING_SNAKE_CASE			:   Union[str, os.PathLike]  ,				**__SCREAMING_SNAKE_CASE			:   int							):
   cls._set_token_in_kwargs(__SCREAMING_SNAKE_CASE							)

   __a							,  __a							=	cls.get_config_dict(__SCREAMING_SNAKE_CASE  ,				**__SCREAMING_SNAKE_CASE							)

   # get the text config dict if we are loading from BlipConfig
   if config_dict.get("model_type"							) == "blip":
    __a							=	config_dict["text_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(__SCREAMING_SNAKE_CASE  ,				**__SCREAMING_SNAKE_CASE							)
class  A_			(							a_			):
  _SCREAMING_SNAKE_CASE     					=      """blip_vision_model"""

  def __init__(		self			:   Optional[int]  ,				__SCREAMING_SNAKE_CASE			:   str=7_68  ,				__SCREAMING_SNAKE_CASE			:   Optional[Any]=30_72  ,				__SCREAMING_SNAKE_CASE			:   List[Any]=5_12  ,				__SCREAMING_SNAKE_CASE			:   int=12  ,				__SCREAMING_SNAKE_CASE			:   Optional[Any]=12  ,				__SCREAMING_SNAKE_CASE			:   Union[str, Any]=3_84  ,				__SCREAMING_SNAKE_CASE			:   str=16  ,				__SCREAMING_SNAKE_CASE			:   Optional[Any]="gelu"  ,				__SCREAMING_SNAKE_CASE			:   Union[str, Any]=1E-5  ,				__SCREAMING_SNAKE_CASE			:   Optional[Any]=0.0  ,				__SCREAMING_SNAKE_CASE			:   List[Any]=1E-10  ,				**__SCREAMING_SNAKE_CASE			:   List[str]  ,				):
   super().__init__(**__SCREAMING_SNAKE_CASE							)

   __a							=	hidden_size
   __a							=	intermediate_size
   __a							=	projection_dim
   __a							=	num_hidden_layers
   __a							=	num_attention_heads
   __a							=	patch_size
   __a							=	image_size
   __a							=	initializer_range
   __a							=	attention_dropout
   __a							=	layer_norm_eps
   __a							=	hidden_act

  @classmethod
  def 		_UpperCAmelCase (		cls			:   Optional[Any]  ,				__SCREAMING_SNAKE_CASE			:   Union[str, os.PathLike]  ,				**__SCREAMING_SNAKE_CASE			:   str							):
   cls._set_token_in_kwargs(__SCREAMING_SNAKE_CASE							)

   __a							,  __a							=	cls.get_config_dict(__SCREAMING_SNAKE_CASE  ,				**__SCREAMING_SNAKE_CASE							)

   # get the vision config dict if we are loading from BlipConfig
   if config_dict.get("model_type"							) == "blip":
    __a							=	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(__SCREAMING_SNAKE_CASE  ,				**__SCREAMING_SNAKE_CASE							)
class  A_			(							a_			):
  _SCREAMING_SNAKE_CASE     					=      """blip"""
  _SCREAMING_SNAKE_CASE     					=      True

  def __init__(		self			:   Union[str, Any]  ,				__SCREAMING_SNAKE_CASE			:   Union[str, Any]=None  ,				__SCREAMING_SNAKE_CASE			:   Any=None  ,				__SCREAMING_SNAKE_CASE			:   int=5_12  ,				__SCREAMING_SNAKE_CASE			:   List[Any]=2.65_92  ,				__SCREAMING_SNAKE_CASE			:   Any=2_56  ,				**__SCREAMING_SNAKE_CASE			:   Any  ,				):
   super().__init__(**__SCREAMING_SNAKE_CASE							)

   if text_config is None:
    __a							=	{}
    logger.info("`text_config` is `None`. Initializing the `BlipTextConfig` with default values."							)

   if vision_config is None:
    __a							=	{}
    logger.info("`vision_config` is `None`. Initializing the `BlipVisionConfig` with default values."							)

   __a							=	BlipTextConfig(**__SCREAMING_SNAKE_CASE							)
   __a							=	BlipVisionConfig(**__SCREAMING_SNAKE_CASE							)

   __a							=	self.vision_config.hidden_size

   __a							=	projection_dim
   __a							=	logit_scale_init_value
   __a							=	1.0
   __a							=	0.02
   __a							=	image_text_hidden_size

  @classmethod
  def 		_UpperCAmelCase (		cls			:   Any  ,				__SCREAMING_SNAKE_CASE			:   BlipTextConfig  ,				__SCREAMING_SNAKE_CASE			:   BlipVisionConfig  ,				**__SCREAMING_SNAKE_CASE			:   List[Any]							):
   return cls(text_config=text_config.to_dict()  ,				vision_config=vision_config.to_dict()  ,				**__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   Union[str, Any]							):
   __a							=	copy.deepcopy(self.__dict__							)
   __a							=	self.text_config.to_dict()
   __a							=	self.vision_config.to_dict()
   __a							=	self.__class__.model_type
   return output


