


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 							A   (	UpperCAmelCase__							):
					'''simple docstring'''






					A__      =			'''git_vision_model'''

					def __init__(self   :						Optional[Any]				, _UpperCAmelCase   :						Optional[Any]=768				, _UpperCAmelCase   :						List[str]=3072				, _UpperCAmelCase   :						Tuple=12				, _UpperCAmelCase   :						Dict=12				, _UpperCAmelCase   :						Dict=3				, _UpperCAmelCase   :						Dict=224				, _UpperCAmelCase   :						List[str]=16				, _UpperCAmelCase   :						Union[str, Any]="quick_gelu"				, _UpperCAmelCase   :						List[Any]=1E-5				, _UpperCAmelCase   :						Any=0.0				, _UpperCAmelCase   :						int=0.02				, **_UpperCAmelCase   :						Any				, )						->       int:




							"""simple docstring"""


							super().__init__(**lowerCamelCase_		)

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


					@classmethod
					def   lowerCamelCase__					(cls   :						List[Any]				, _UpperCAmelCase   :						str				, **_UpperCAmelCase   :						Union[str, Any]		)						->       int:




							"""simple docstring"""


							cls._set_token_in_kwargs(lowerCamelCase_		)

							lowercase__      ,     lowercase__					      =		cls.get_config_dict(lowerCamelCase_				, **lowerCamelCase_		)

							# get the vision config dict if we are loading from GITConfig
							if config_dict.get("""model_type"""		) == "git":
									lowercase__					      =		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 							A   (	UpperCAmelCase__							):
					'''simple docstring'''






					A__      =			'''git'''

					def __init__(self   :						List[str]				, _UpperCAmelCase   :						Tuple=None				, _UpperCAmelCase   :						Any=3_0522				, _UpperCAmelCase   :						Optional[int]=768				, _UpperCAmelCase   :						List[Any]=6				, _UpperCAmelCase   :						Tuple=12				, _UpperCAmelCase   :						Any=3072				, _UpperCAmelCase   :						List[Any]="gelu"				, _UpperCAmelCase   :						Tuple=0.1				, _UpperCAmelCase   :						str=0.1				, _UpperCAmelCase   :						List[str]=1024				, _UpperCAmelCase   :						Any=0.02				, _UpperCAmelCase   :						str=1E-1_2				, _UpperCAmelCase   :						Tuple=0				, _UpperCAmelCase   :						str="absolute"				, _UpperCAmelCase   :						int=True				, _UpperCAmelCase   :						Dict=False				, _UpperCAmelCase   :						List[str]=101				, _UpperCAmelCase   :						List[Any]=102				, _UpperCAmelCase   :						Union[str, Any]=None				, **_UpperCAmelCase   :						List[str]				, )						->       Optional[Any]:




							"""simple docstring"""


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

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

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

							lowercase__					      =		bos_token_id
							lowercase__					      =		eos_token_id


					def   lowerCamelCase__					(self   :						Union[str, Any]		)						->       List[Any]:




							"""simple docstring"""


							lowercase__					      =		copy.deepcopy(self.__dict__		)
							lowercase__					      =		self.vision_config.to_dict()
							lowercase__					      =		self.__class__.model_type
							return output





def 			UpperCamelCase (     __magic_name__					:							str   ,   __magic_name__					:							str					)       ->  list:
		"""simple docstring"""




		lowercase__					      =		len(__magic_name__					)
		lowercase__					      =		[]
		for i in range(len(__magic_name__					) - pat_len + 1					):
				lowercase__					      =		True
				for j in range(__magic_name__					):
						if s[i + j] != pattern[j]:
								lowercase__					      =		False
								break
				if match_found:
						position.append(__magic_name__					)
		return position


if __name__ == "__main__":
	assert naive_pattern_search('ABCDEFG', 'DE') == [3]
	print(naive_pattern_search('ABAAABCDBBABCDDEBCABC', 'ABC'))

