



'''simple docstring'''






import copy
import os
from typing import Union

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


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

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

class 				SCREAMING_SNAKE_CASE(							A__			):







	"""simple docstring"""






	lowerCamelCase__			 =       """git_vision_model"""







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

								UpperCAmelCase :       Optional[Any] 							=		hidden_size
								UpperCAmelCase :       Union[str, Any] 							=		intermediate_size
								UpperCAmelCase :       Union[str, Any] 							=		num_hidden_layers
								UpperCAmelCase :       List[str] 							=		num_attention_heads
								UpperCAmelCase :       List[str] 							=		num_channels
								UpperCAmelCase :       int 							=		patch_size
								UpperCAmelCase :       Any 							=		image_size
								UpperCAmelCase :       Optional[int] 							=		initializer_range
								UpperCAmelCase :       List[str] 							=		attention_dropout
								UpperCAmelCase :       Dict 							=		layer_norm_eps
								UpperCAmelCase :       Union[str, Any] 							=		hidden_act







	@classmethod
	def      A	(						cls			:     List[Any]		,			__snake_case			:     Union[str, os.PathLike]		,			**__snake_case			:     int		)			->		"PretrainedConfig":
								cls._set_token_in_kwargs(__snake_case		)

								UpperCAmelCase							,		UpperCAmelCase :       List[str] 							=		cls.get_config_dict(__snake_case		,			**__snake_case		)

								# get the vision config dict if we are loading from GITConfig
								if config_dict.get('''model_type'''		) == "git":
															UpperCAmelCase :       Union[str, 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(__snake_case		,			**__snake_case		)

class 				SCREAMING_SNAKE_CASE(							A__			):







	"""simple docstring"""






	lowerCamelCase__			 =       """git"""







	def __init__(						self			:     Tuple		,			__snake_case			:     Any=None		,			__snake_case			:     Tuple=30522		,			__snake_case			:     Tuple=768		,			__snake_case			:     Tuple=6		,			__snake_case			:     List[str]=12		,			__snake_case			:     str=3072		,			__snake_case			:     Union[str, Any]="gelu"		,			__snake_case			:     Optional[int]=0.1		,			__snake_case			:     Optional[int]=0.1		,			__snake_case			:     Union[str, Any]=1024		,			__snake_case			:     int=0.02		,			__snake_case			:     Any=1E-12		,			__snake_case			:     Optional[int]=0		,			__snake_case			:     Optional[int]="absolute"		,			__snake_case			:     List[Any]=True		,			__snake_case			:     int=False		,			__snake_case			:     Union[str, Any]=101		,			__snake_case			:     List[str]=102		,			__snake_case			:     Optional[int]=None		,			**__snake_case			:     Tuple		,			)			->		str:
								super().__init__(bos_token_id=__snake_case		,			eos_token_id=__snake_case		,			pad_token_id=__snake_case		,			**__snake_case		)

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

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

								UpperCAmelCase :       List[str] 							=		bos_token_id
								UpperCAmelCase :       Optional[Any] 							=		eos_token_id







	def      A	(						self			:     Union[str, Any]		)			->		Union[str, Any]:
								UpperCAmelCase :       int 							=		copy.deepcopy(self.__dict__		)
								UpperCAmelCase :       List[str] 							=		self.vision_config.to_dict()
								UpperCAmelCase :       int 							=		self.__class__.model_type
								return output










'''simple docstring'''






from __future__ import annotations


def  snake_case_     (					_lowerCAmelCase  :						str   ,      _lowerCAmelCase  :						str  )      ->   bool:
							UpperCAmelCase :       str 							=		get_failure_array(_lowerCAmelCase  )

							# 2) Step through text searching for pattern
							UpperCAmelCase							,		UpperCAmelCase :       Optional[Any] 							=		0, 0  # index into text, pattern
							while i < len(_lowerCAmelCase  ):
														if pattern[j] == text[i]:
																					if j == (len(_lowerCAmelCase  ) - 1):
																												return True
																					j += 1

														# if this is a prefix in our pattern
														# just go back far enough to continue
														elif j > 0:
																					UpperCAmelCase :       Optional[Any] 							=		failure[j - 1]
																					continue
														i += 1
							return False


def  snake_case_     (					_lowerCAmelCase  :						str  )      ->   list[int]:
							UpperCAmelCase :       Optional[Any] 							=		[0]
							UpperCAmelCase :       str 							=		0
							UpperCAmelCase :       List[str] 							=		1
							while j < len(_lowerCAmelCase  ):
														if pattern[i] == pattern[j]:
																					i += 1
														elif i > 0:
																					UpperCAmelCase :       Union[str, Any] 							=		failure[i - 1]
																					continue
														j += 1
														failure.append(_lowerCAmelCase  )
							return failure


if __name__ == "__main__":
						# Test 1)
						UpperCamelCase__:   str								=			"abc1abc12"
						UpperCamelCase__:   str								=			"alskfjaldsabc1abc1abc12k23adsfabcabc"
						UpperCamelCase__:   Any								=			"alskfjaldsk23adsfabcabc"
						assert kmp(pattern, texta) and not kmp(pattern, texta)

						# Test 2)
						UpperCamelCase__:   Tuple								=			"ABABX"
						UpperCamelCase__:   Union[str, Any]								=			"ABABZABABYABABX"
						assert kmp(pattern, text)

						# Test 3)
						UpperCamelCase__:   Any								=			"AAAB"
						UpperCamelCase__:   str								=			"ABAAAAAB"
						assert kmp(pattern, text)

						# Test 4)
						UpperCamelCase__:   int								=			"abcdabcy"
						UpperCamelCase__:   Any								=			"abcxabcdabxabcdabcdabcy"
						assert kmp(pattern, text)

						# Test 5)
						UpperCamelCase__:   List[str]								=			"aabaabaaa"
						assert get_failure_array(pattern) == [0, 1, 0, 1, 2, 3, 4, 5, 2]





