






'''simple docstring'''



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


SCREAMING_SNAKE_CASE							=						logging.get_logger(__name__)

SCREAMING_SNAKE_CASE							=						{
    'facebook/timesformer': 'https://huggingface.co/facebook/timesformer/resolve/main/config.json',
}
class UpperCAmelCase_       (     __A					):




      """simple docstring"""




      UpperCamelCase_             =      '''timesformer'''






      def __init__(			self      :		Optional[Any]  ,   UpperCAmelCase      :		List[str]=224  ,   UpperCAmelCase      :		Optional[Any]=16  ,   UpperCAmelCase      :		Union[str, Any]=3  ,   UpperCAmelCase      :		Any=8  ,   UpperCAmelCase      :		str=768  ,   UpperCAmelCase      :		Any=12  ,   UpperCAmelCase      :		Optional[int]=12  ,   UpperCAmelCase      :		str=3072  ,   UpperCAmelCase      :		List[Any]="gelu"  ,   UpperCAmelCase      :		Any=0.0  ,   UpperCAmelCase      :		List[str]=0.0  ,   UpperCAmelCase      :		str=0.0_2  ,   UpperCAmelCase      :		List[Any]=1e-6  ,   UpperCAmelCase      :		List[Any]=True  ,   UpperCAmelCase      :		Optional[int]="divided_space_time"  ,   UpperCAmelCase      :		str=0  ,   **UpperCAmelCase      :		Union[str, Any]  ,   )	->	List[str]:


       '''simple docstring'''

       super().__init__(**UpperCAmelCase		)

       lowercase       : Dict						=image_size
       lowercase       : Dict						=patch_size
       lowercase       : int						=num_channels
       lowercase       : List[str]						=num_frames

       lowercase       : List[Any]						=hidden_size
       lowercase       : str						=num_hidden_layers
       lowercase       : List[Any]						=num_attention_heads
       lowercase       : Union[str, Any]						=intermediate_size
       lowercase       : List[str]						=hidden_act
       lowercase       : List[Any]						=hidden_dropout_prob
       lowercase       : Any						=attention_probs_dropout_prob
       lowercase       : List[Any]						=initializer_range
       lowercase       : str						=layer_norm_eps
       lowercase       : Optional[int]						=qkv_bias

       lowercase       : Dict						=attention_type
       lowercase       : str						=drop_path_rate











'''simple docstring'''



from __future__ import annotations


def 				lowercase_					(     __A			:							list[list[int]]      )							->   int:



 """simple docstring"""




 for i in range(1       ,   len(matrix[0]      )      ):
  matrix[0][i] += matrix[0][i - 1]

 # preprocessing the first column
 for i in range(1       ,   len(__A      )      ):
  matrix[i][0] += matrix[i - 1][0]

 # updating the path cost for current position
 for i in range(1       ,   len(__A      )      ):
  for j in range(1       ,   len(matrix[0]      )      ):
   matrix[i][j] += min(matrix[i - 1][j]       ,   matrix[i][j - 1]      )

 return matrix[-1][-1]


if __name__ == "__main__":
      import doctest

      doctest.testmod()



