





import copy
import os
from typing import Union

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


__A							   =							logging.get_logger(__name__)

__A							   =							{
    "microsoft/git-base": "https://huggingface.co/microsoft/git-base/resolve/main/config.json",
}



class   _SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE__       ):







 '''simple docstring'''
 lowercase_						=     "git_vision_model"

 def __init__(self							:  Dict			,					UpperCAmelCase_							:  List[str]=768			,					UpperCAmelCase_							:  Union[str, Any]=3_072			,					UpperCAmelCase_							:  str=12			,					UpperCAmelCase_							:  List[str]=12			,					UpperCAmelCase_							:  Tuple=3			,					UpperCAmelCase_							:  int=224			,					UpperCAmelCase_							:  int=16			,					UpperCAmelCase_							:  Optional[int]="quick_gelu"			,					UpperCAmelCase_							:  Optional[Any]=1E-5			,					UpperCAmelCase_							:  int=0.0			,					UpperCAmelCase_							:  Tuple=0.02			,					**UpperCAmelCase_							:  List[Any]			,					)			->Any:



   '''simple docstring'''



   super().__init__(**__lowerCamelCase)

   lowerCamelCase__: List[str]         =hidden_size
   lowerCamelCase__: int         =intermediate_size
   lowerCamelCase__: Tuple         =num_hidden_layers
   lowerCamelCase__: List[str]         =num_attention_heads
   lowerCamelCase__: int         =num_channels
   lowerCamelCase__: List[str]         =patch_size
   lowerCamelCase__: Optional[Any]         =image_size
   lowerCamelCase__: Optional[int]         =initializer_range
   lowerCamelCase__: Tuple         =attention_dropout
   lowerCamelCase__: Tuple         =layer_norm_eps
   lowerCamelCase__: str         =hidden_act







 @classmethod
 def 				SCREAMING_SNAKE_CASE_   (cls							:  Any			,					UpperCAmelCase_							:  List[str]			,					**UpperCAmelCase_							:  Any)			->Dict:



   '''simple docstring'''



   cls._set_token_in_kwargs(__lowerCamelCase)

   lowerCamelCase__: List[str]         =cls.get_config_dict(__lowerCamelCase			,					**__lowerCamelCase)

   # get the vision config dict if we are loading from GITConfig
   if config_dict.get("model_type") == "git":
     lowerCamelCase__: Any         =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(__lowerCamelCase			,					**__lowerCamelCase)



class   _SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE__       ):







 '''simple docstring'''
 lowercase_						=     "git"

 def __init__(self							:  int			,					UpperCAmelCase_							:  Any=None			,					UpperCAmelCase_							:  Union[str, Any]=30_522			,					UpperCAmelCase_							:  int=768			,					UpperCAmelCase_							:  Tuple=6			,					UpperCAmelCase_							:  Any=12			,					UpperCAmelCase_							:  Union[str, Any]=3_072			,					UpperCAmelCase_							:  Optional[Any]="gelu"			,					UpperCAmelCase_							:  int=0.1			,					UpperCAmelCase_							:  Any=0.1			,					UpperCAmelCase_							:  Optional[int]=1_024			,					UpperCAmelCase_							:  Union[str, Any]=0.02			,					UpperCAmelCase_							:  int=1E-1_2			,					UpperCAmelCase_							:  List[str]=0			,					UpperCAmelCase_							:  int="absolute"			,					UpperCAmelCase_							:  List[str]=True			,					UpperCAmelCase_							:  Tuple=False			,					UpperCAmelCase_							:  Optional[int]=101			,					UpperCAmelCase_							:  Optional[int]=102			,					UpperCAmelCase_							:  Any=None			,					**UpperCAmelCase_							:  Optional[int]			,					)			->Optional[Any]:



   '''simple docstring'''



   super().__init__(bos_token_id=__lowerCamelCase			,					eos_token_id=__lowerCamelCase			,					pad_token_id=__lowerCamelCase			,					**__lowerCamelCase)

   if vision_config is None:
     lowerCamelCase__: List[Any]         ={}
     logger.info("vision_config is None. initializing the GitVisionConfig with default values.")

   lowerCamelCase__: Dict         =GitVisionConfig(**__lowerCamelCase)
   lowerCamelCase__: Optional[Any]         =vocab_size
   lowerCamelCase__: Dict         =hidden_size
   lowerCamelCase__: Optional[Any]         =num_hidden_layers
   lowerCamelCase__: Dict         =num_attention_heads
   lowerCamelCase__: Any         =hidden_act
   lowerCamelCase__: Dict         =intermediate_size
   lowerCamelCase__: Tuple         =hidden_dropout_prob
   lowerCamelCase__: List[str]         =attention_probs_dropout_prob
   lowerCamelCase__: Union[str, Any]         =max_position_embeddings
   lowerCamelCase__: Any         =initializer_range
   lowerCamelCase__: Dict         =layer_norm_eps
   lowerCamelCase__: Optional[Any]         =position_embedding_type
   lowerCamelCase__: Optional[int]         =use_cache
   lowerCamelCase__: Optional[Any]         =tie_word_embeddings
   lowerCamelCase__: int         =num_image_with_embedding

   lowerCamelCase__: Union[str, Any]         =bos_token_id
   lowerCamelCase__: Tuple         =eos_token_id







 def 				SCREAMING_SNAKE_CASE_   (self							:  Union[str, Any])			->int:



   '''simple docstring'''



   lowerCamelCase__: Any         =copy.deepcopy(self.__dict__)
   lowerCamelCase__: Optional[int]         =self.vision_config.to_dict()
   lowerCamelCase__: Optional[int]         =self.__class__.model_type
   return output








"""simple docstring"""



import warnings

from ...utils import logging
from .image_processing_poolformer import PoolFormerImageProcessor


a_					=     logging.get_logger(__name__)






class 						__snake_case   (						SCREAMING_SNAKE_CASE__	):





 """simple docstring"""


 def __init__(       self   ,		*__lowerCamelCase   ,		**__lowerCamelCase    ):



     '''simple docstring'''




     warnings.warn(
         '''The class PoolFormerFeatureExtractor is deprecated and will be removed in version 5 of Transformers.'''
         ''' Please use PoolFormerImageProcessor instead.'''   ,		__lowerCamelCase   ,		)
     super().__init__(*__lowerCamelCase   ,		**__lowerCamelCase    )




