def  snake_case  (       snake_case__			:List[Any]   ,	snake_case__			:Optional[int])						->   Union[str, Any]:
       _enforce_args(snake_case__   ,	snake_case__)
       if n == 0:
              return 0
       _A        =  float("""-inf""")
       for i in range(1   ,	n + 1):
              _A        =  max(
                  snake_case__   ,	prices[i - 1] + naive_cut_rod_recursive(n - i   ,	snake_case__))

       return max_revue






def  snake_case  (       snake_case__			:Union[str, Any]   ,	snake_case__			:Optional[int])						->   Any:
       _enforce_args(snake_case__   ,	snake_case__)
       _A        =  [float("""-inf""") for _ in range(n + 1)]
       return _top_down_cut_rod_recursive(snake_case__   ,	snake_case__   ,	snake_case__)






def  snake_case  (       snake_case__			:Tuple   ,	snake_case__			:Dict   ,	snake_case__			:Optional[int])						->   Any:



       if max_rev[n] >= 0:
              return max_rev[n]
       elif n == 0:
              return 0
       else:
              _A        =  float("""-inf""")
              for i in range(1   ,	n + 1):
                     _A        =  max(
                         snake_case__   ,	prices[i - 1] + _top_down_cut_rod_recursive(n - i   ,	snake_case__   ,	snake_case__)   ,	)

              _A        =  max_revenue

       return max_rev[n]






def  snake_case  (       snake_case__			:List[Any]   ,	snake_case__			:List[Any])						->   Dict:
       _enforce_args(snake_case__   ,	snake_case__)

       # length(max_rev) = n + 1, to accommodate for the revenue obtainable from a rod of
       # length 0.
       _A        =  [float("""-inf""") for _ in range(n + 1)]
       _A        =  0

       for i in range(1   ,	n + 1):
              _A        =  max_rev[i]
              for j in range(1   ,	i + 1):
                     _A        =  max(snake_case__   ,	prices[j - 1] + max_rev[i - j])

              _A        =  max_revenue_i

       return max_rev[n]






def  snake_case  (       snake_case__			:int   ,	snake_case__			:Dict)						->   List[str]:



       if n < 0:
              _A        =  F'''n must be greater than or equal to 0. Got n = {n}'''
              raise ValueError(snake_case__)

       if n > len(snake_case__):
              _A        =  (
                  """Each integral piece of rod must have a corresponding price. """
                  F'''Got n = {n} but length of prices = {len(snake_case__)}'''
              )
              raise ValueError(snake_case__)






def  snake_case  (       )						->   int:
       _A        =  [6, 10, 12, 15, 20, 23]
       _A        =  len(snake_case__)

       # the best revenue comes from cutting the rod into 6 pieces, each
       # of length 1 resulting in a revenue of 6 * 6 = 36.
       _A        =  36

       _A        =  top_down_cut_rod(snake_case__   ,	snake_case__)
       _A        =  bottom_up_cut_rod(snake_case__   ,	snake_case__)
       _A        =  naive_cut_rod_recursive(snake_case__   ,	snake_case__)

       assert expected_max_revenue == max_rev_top_down
       assert max_rev_top_down == max_rev_bottom_up
       assert max_rev_bottom_up == max_rev_naive


if __name__ == "__main__":
    main()





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


__a  :     str       =  logging.get_logger(__name__)

__a  :     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      (						_UpperCAmelCase ):


			"""simple docstring"""






			__a  : Tuple			 =						'''vivit'''





			def __init__(   self      ,   lowerCAmelCase__=2_24      ,   lowerCAmelCase__=32      ,   lowerCAmelCase__=[2, 16, 16]      ,   lowerCAmelCase__=3      ,   lowerCAmelCase__=7_68      ,   lowerCAmelCase__=12      ,   lowerCAmelCase__=12      ,   lowerCAmelCase__=30_72      ,   lowerCAmelCase__="gelu_fast"      ,   lowerCAmelCase__=0.0      ,   lowerCAmelCase__=0.0      ,   lowerCAmelCase__=0.02      ,   lowerCAmelCase__=1E-06      ,   lowerCAmelCase__=True      ,   **lowerCAmelCase__      ,   )     ->					int:

							'''simple docstring'''


							__lowercase 			=							hidden_size
							__lowercase 			=							num_hidden_layers
							__lowercase 			=							num_attention_heads
							__lowercase 			=							intermediate_size
							__lowercase 			=							hidden_act
							__lowercase 			=							hidden_dropout_prob
							__lowercase 			=							attention_probs_dropout_prob
							__lowercase 			=							initializer_range
							__lowercase 			=							layer_norm_eps

							__lowercase 			=							image_size
							__lowercase 			=							num_frames
							__lowercase 			=							tubelet_size
							__lowercase 			=							num_channels
							__lowercase 			=							qkv_bias

							super().__init__(**lowerCAmelCase__						)