
from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


UpperCamelCase_						:     str	       =							logging.get_logger(__name__)

UpperCamelCase_						:     Union[str, Any]	       =							{
    """facebook/deit-base-distilled-patch16-224""": (
        """https://huggingface.co/facebook/deit-base-patch16-224/resolve/main/config.json"""
    ),
    # See all DeiT models at https://huggingface.co/models?filter=deit
}




class   __lowercase						(						__snake_case       ):
	_A       =   "deit"






	def __init__(self				: List[str]      ,	snake_case				: Optional[Any]=768      ,	snake_case				: str=12      ,	snake_case				: List[Any]=12      ,	snake_case				: int=3072      ,	snake_case				: int="gelu"      ,	snake_case				: List[Any]=0.0      ,	snake_case				: List[Any]=0.0      ,	snake_case				: Optional[int]=0.02      ,	snake_case				: int=1e-12      ,	snake_case				: Dict=224      ,	snake_case				: Optional[Any]=16      ,	snake_case				: int=3      ,	snake_case				: Tuple=True      ,	snake_case				: List[str]=16      ,	**snake_case				: Optional[Any]      ,	) ->			Optional[int]:
							super().__init__(**snake_case    )

							_lowercase       :	Any           =   hidden_size
							_lowercase       :	Union[str, Any]           =   num_hidden_layers
							_lowercase       :	Dict           =   num_attention_heads
							_lowercase       :	Optional[int]           =   intermediate_size
							_lowercase       :	Union[str, Any]           =   hidden_act
							_lowercase       :	Any           =   hidden_dropout_prob
							_lowercase       :	List[str]           =   attention_probs_dropout_prob
							_lowercase       :	Optional[int]           =   initializer_range
							_lowercase       :	List[str]           =   layer_norm_eps
							_lowercase       :	Dict           =   image_size
							_lowercase       :	str           =   patch_size
							_lowercase       :	Dict           =   num_channels
							_lowercase       :	int           =   qkv_bias
							_lowercase       :	Dict           =   encoder_stride




class   __lowercase						(						__snake_case       ):
	_A       =   version.parse("1.11"       )






	@property
	def       _a(self				: Tuple    ) ->			Mapping[str, Mapping[int, str]]:
							return OrderedDict(
							    [
							        ("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"}),
							    ]    )






	@property
	def       _a(self				: List[Any]    ) ->			float:
							return 1e-4






import functools
from typing import Any



def 		UpperCamelCase     (       _UpperCAmelCase  :   str ,			_UpperCAmelCase  :   list[str]  )   ->			bool:






						'''simple docstring'''

						if not isinstance(_UpperCAmelCase ,			_UpperCAmelCase  ) or len(_UpperCAmelCase  ) == 0:
												raise ValueError("the string should be not empty string"  )

						if not isinstance(_UpperCAmelCase ,			_UpperCAmelCase  ) or not all(
						    isinstance(_UpperCAmelCase ,			_UpperCAmelCase  ) and len(_UpperCAmelCase  ) > 0 for item in words  ):
												raise ValueError("the words should be a list of non-empty strings"  )

						# Build trie
						_lowercase       :	dict[str, Any]           =   {}
						_lowercase       :	List[Any]           =   "WORD_KEEPER"

						for word in words:
												_lowercase       :	Optional[Any]           =   trie
												for c in word:
																		if c not in trie_node:
																								_lowercase       :	List[Any]           =   {}

																		_lowercase       :	Optional[int]           =   trie_node[c]

												_lowercase       :	str           =   True

						_lowercase       :	int           =   len(_UpperCAmelCase  )

						# Dynamic programming method
						@functools.cache
						def is_breakable(_UpperCAmelCase  :   int  ) -> bool:
												if index == len_string:
																		return True

												_lowercase       :	Union[str, Any]           =   trie
												for i in range(_UpperCAmelCase ,			_UpperCAmelCase  ):
																		_lowercase       :	List[str]           =   trie_node.get(string[i] ,			_UpperCAmelCase  )

																		if trie_node is None:
																								return False

																		if trie_node.get(_UpperCAmelCase ,			_UpperCAmelCase  ) and is_breakable(i + 1  ):
																								return True

												return False

						return is_breakable(0  )


if __name__ == "__main__":
							import doctest

							doctest.testmod()




