





"""simple docstring"""
from __future__ import annotations






def 					A__				(			UpperCamelCase       ):  # This function is recursive
							A		=  len(UpperCamelCase       )
							# If the array contains only one element, we return it (it's the stop condition of
							# recursion)
							if array_length <= 1:
														return array
														# Else
							A		=  array[0]
							A		=  False
							A		=  1
							A		=  []
							while not is_found and i < array_length:
														if array[i] < pivot:
																					A		=  True
																					A		=  [element for element in array[i:] if element >= array[i]]
																					A		=  longest_subsequence(UpperCamelCase       )
																					if len(UpperCamelCase       ) > len(UpperCamelCase       ):
																												A		=  temp_array
														else:
																					i += 1

							A		=  [element for element in array[1:] if element >= pivot]
							A		=  [pivot, *longest_subsequence(UpperCamelCase       )]
							if len(UpperCamelCase       ) > len(UpperCamelCase       ):
														return temp_array
							else:
														return longest_subseq


if __name__ == "__main__":
		import doctest

		doctest.testmod()









"""simple docstring"""
from ...configuration_utils import PretrainedConfig
from ...utils import logging


_snake_case     :		Optional[int]       						= logging.get_logger(__name__)

_snake_case     :		Optional[int]       						= {
    'google/vivit-b-16x2-kinetics400': (
        'https://huggingface.co/google/vivit-b-16x2-kinetics400/resolve/main/config.json'
    ),
    # See all Vivit models at https://huggingface.co/models?filter=vivit
}






class 					_UpperCAmelCase   (	lowercase_ ):
					UpperCamelCase      =							'''vivit'''


					def __init__(					self			:Optional[Any]     ,       __UpperCamelCase			:Dict=2_24     ,       __UpperCamelCase			:int=32     ,       __UpperCamelCase			:Union[str, Any]=[2, 16, 16]     ,       __UpperCamelCase			:Optional[Any]=3     ,       __UpperCamelCase			:Optional[Any]=7_68     ,       __UpperCamelCase			:Any=12     ,       __UpperCamelCase			:List[str]=12     ,       __UpperCamelCase			:List[str]=30_72     ,       __UpperCamelCase			:Any="gelu_fast"     ,       __UpperCamelCase			:List[Any]=0.0     ,       __UpperCamelCase			:str=0.0     ,       __UpperCamelCase			:Dict=0.02     ,       __UpperCamelCase			:Optional[Any]=1e-06     ,       __UpperCamelCase			:Dict=True     ,       **__UpperCamelCase			:Tuple     ,       ):
												A		=  hidden_size
												A		=  num_hidden_layers
												A		=  num_attention_heads
												A		=  intermediate_size
												A		=  hidden_act
												A		=  hidden_dropout_prob
												A		=  attention_probs_dropout_prob
												A		=  initializer_range
												A		=  layer_norm_eps

												A		=  image_size
												A		=  num_frames
												A		=  tubelet_size
												A		=  num_channels
												A		=  qkv_bias

												super().__init__(**__UpperCamelCase		)


