



'''simple docstring'''






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


UpperCamelCase__:   int								=			logging.get_logger(__name__)

UpperCamelCase__:   List[Any]								=			{
    "naver-clova-ix/donut-base": "https://huggingface.co/naver-clova-ix/donut-base/resolve/main/config.json",
    # See all Donut models at https://huggingface.co/models?filter=donut-swin
}

class 				SCREAMING_SNAKE_CASE(							A__			):







	"""simple docstring"""






	lowerCamelCase__			 =       """donut-swin"""

	lowerCamelCase__			 =       {
	    """num_attention_heads""": """num_heads""",
	    """num_hidden_layers""": """num_layers""",
	}







	def __init__(						self			:     Union[str, Any]		,			__snake_case			:     List[str]=224		,			__snake_case			:     Optional[int]=4		,			__snake_case			:     int=3		,			__snake_case			:     Tuple=96		,			__snake_case			:     Union[str, Any]=[2, 2, 6, 2]		,			__snake_case			:     str=[3, 6, 12, 24]		,			__snake_case			:     List[str]=7		,			__snake_case			:     str=4.0		,			__snake_case			:     Tuple=True		,			__snake_case			:     Union[str, Any]=0.0		,			__snake_case			:     str=0.0		,			__snake_case			:     Optional[Any]=0.1		,			__snake_case			:     Union[str, Any]="gelu"		,			__snake_case			:     str=False		,			__snake_case			:     Optional[int]=0.02		,			__snake_case			:     List[Any]=1E-5		,			**__snake_case			:     int		,			)			->		Optional[Any]:
								super().__init__(**__snake_case		)

								UpperCAmelCase :       Any 							=		image_size
								UpperCAmelCase :       List[str] 							=		patch_size
								UpperCAmelCase :       List[Any] 							=		num_channels
								UpperCAmelCase :       Union[str, Any] 							=		embed_dim
								UpperCAmelCase :       Union[str, Any] 							=		depths
								UpperCAmelCase :       Any 							=		len(__snake_case		)
								UpperCAmelCase :       Union[str, Any] 							=		num_heads
								UpperCAmelCase :       Any 							=		window_size
								UpperCAmelCase :       Tuple 							=		mlp_ratio
								UpperCAmelCase :       Optional[Any] 							=		qkv_bias
								UpperCAmelCase :       Any 							=		hidden_dropout_prob
								UpperCAmelCase :       str 							=		attention_probs_dropout_prob
								UpperCAmelCase :       Dict 							=		drop_path_rate
								UpperCAmelCase :       List[Any] 							=		hidden_act
								UpperCAmelCase :       Union[str, Any] 							=		use_absolute_embeddings
								UpperCAmelCase :       Tuple 							=		layer_norm_eps
								UpperCAmelCase :       Optional[int] 							=		initializer_range
								# we set the hidden_size attribute in order to make Swin work with VisionEncoderDecoderModel
								# this indicates the channel dimension after the last stage of the model
								UpperCAmelCase :       str 							=		int(embed_dim * 2 ** (len(__snake_case		) - 1)		)






def lowerCamelCase  (   SCREAMING_SNAKE_CASE	):
    '''simple docstring'''







    __UpperCamelCase     :Tuple			  =		[0 for i in range(len(SCREAMING_SNAKE_CASE	)	)]

    # initialize interval's left pointer and right pointer
    __UpperCamelCase  ,       __UpperCamelCase     :str			  =		0, 0

    for i in range(1  ,			len(SCREAMING_SNAKE_CASE	)	):
        # case when current index is inside the interval
        if i <= right_pointer:
            __UpperCamelCase     :Union[str, Any]			  =		min(right_pointer - i + 1  ,			z_result[i - left_pointer]	)
            __UpperCamelCase     :Tuple			  =		min_edge

        while go_next(SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE	):
            z_result[i] += 1

        # if new index's result gives us more right interval,
        # we've to update left_pointer and right_pointer
        if i + z_result[i] - 1 > right_pointer:
            __UpperCamelCase  ,       __UpperCamelCase     :Union[str, Any]			  =		i, i + z_result[i] - 1

    return z_result



def lowerCamelCase  (   SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE	):
    '''simple docstring'''







    return i + z_result[i] < len(SCREAMING_SNAKE_CASE	) and s[z_result[i]] == s[i + z_result[i]]



def lowerCamelCase  (   SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE	):
    '''simple docstring'''







    __UpperCamelCase     :List[Any]			  =		0
    # concatenate 'pattern' and 'input_str' and call z_function
    # with concatenated string
    __UpperCamelCase     :Tuple			  =		z_function(pattern + input_str	)

    for val in z_result:
        # if value is greater then length of the pattern string
        # that means this index is starting position of substring
        # which is equal to pattern string
        if val >= len(SCREAMING_SNAKE_CASE	):
            answer += 1

    return answer


if __name__ == "__main__":
    import doctest

    doctest.testmod()





