
"""simple docstring"""







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


SCREAMING_SNAKE_CASE_  					= logging.get_logger(__name__)

SCREAMING_SNAKE_CASE_  					= {
    'tau/splinter-base': 'https://huggingface.co/tau/splinter-base/resolve/main/config.json',
    'tau/splinter-base-qass': 'https://huggingface.co/tau/splinter-base-qass/resolve/main/config.json',
    'tau/splinter-large': 'https://huggingface.co/tau/splinter-large/resolve/main/config.json',
    'tau/splinter-large-qass': 'https://huggingface.co/tau/splinter-large-qass/resolve/main/config.json',
    # See all Splinter models at https://huggingface.co/models?filter=splinter
}






class      __a      (       lowerCAmelCase_      ):
       _lowerCamelCase				:				List[Any]   			=      'splinter'







       def __init__(       self				,lowerCamelCase_=3_0522				,lowerCamelCase_=768				,lowerCamelCase_=12				,lowerCamelCase_=12				,lowerCamelCase_=3072				,lowerCamelCase_="gelu"				,lowerCamelCase_=0.1				,lowerCamelCase_=0.1				,lowerCamelCase_=512				,lowerCamelCase_=2				,lowerCamelCase_=0.0_2				,lowerCamelCase_=1e-12				,lowerCamelCase_=True				,lowerCamelCase_=0				,lowerCamelCase_=104				,**lowerCamelCase_				,):



          '''simple docstring'''

          super().__init__(pad_token_id=lowerCamelCase_				,**lowerCamelCase_		)

          _UpperCAmelCase 						=       vocab_size
          _UpperCAmelCase 						=       max_position_embeddings
          _UpperCAmelCase 						=       hidden_size
          _UpperCAmelCase 						=       num_hidden_layers
          _UpperCAmelCase 						=       num_attention_heads
          _UpperCAmelCase 						=       intermediate_size
          _UpperCAmelCase 						=       hidden_act
          _UpperCAmelCase 						=       hidden_dropout_prob
          _UpperCAmelCase 						=       attention_probs_dropout_prob
          _UpperCAmelCase 						=       initializer_range
          _UpperCAmelCase 						=       type_vocab_size
          _UpperCAmelCase 						=       layer_norm_eps
          _UpperCAmelCase 						=       use_cache
          _UpperCAmelCase 						=       question_token_id



"""simple docstring"""







def       __UpperCAmelCase		(		a_      :		list[list[int]]					)  ->							bool:
   # must be
   _UpperCAmelCase 						=       [list(a_					) for row in matrix]
   if matrix and isinstance(a_     ,	a_					):
      if isinstance(matrix[0]     ,	a_					):
         _UpperCAmelCase 						=       0
         for row in matrix:
            if prev_len == 0:
               _UpperCAmelCase 						=       len(a_					)
               _UpperCAmelCase 						=       True
            else:
               _UpperCAmelCase 						=       prev_len == len(a_					)
      else:
         _UpperCAmelCase 						=       True
   else:
      _UpperCAmelCase 						=       False

   return result
def       __UpperCAmelCase		(		a_      :		list[list[int]]					)  ->							None:
   if check_matrix(a_					) and len(a_					) > 0:
      _UpperCAmelCase 						=       [list(a_					) for row in a]
      _UpperCAmelCase 						=       len(a_					)
      if isinstance(a[0]     ,	a_					):
         _UpperCAmelCase 						=       len(a[0]					)
      else:
         for dat in a:
            print(a_					)
         return

      # horizotal printing increasing
      for i in range(0     ,	a_					):
         print(a[0][i]					)
      # vertical printing down
      for i in range(1     ,	a_					):
         print(a[i][mat_col - 1]					)
      # horizotal printing decreasing
      if mat_row > 1:
         for i in range(mat_col - 2     ,	-1     ,	-1					):
            print(a[mat_row - 1][i]					)
        # vertical printing up
      for i in range(mat_row - 2     ,	0     ,	-1					):
         print(a[i][0]					)
      _UpperCAmelCase 						=       [row[1 : mat_col - 1] for row in a[1 : mat_row - 1]]
      if len(a_					) > 0:
         spiral_print_clockwise(a_					)
      else:
         return
   else:
      print("Not a valid matrix"					)
      return
def       __UpperCAmelCase		(		a_      :		list[list]					)  ->							list[int]:
   if matrix:
      return list(matrix.pop(0					)					) + spiral_traversal(list(zip(*a_					)					)[::-1]					)
   else:
      return []


# driver code
if __name__ == "__main__":
  import doctest

  doctest.testmod()

  SCREAMING_SNAKE_CASE_  					= [[1, 2, 3, 4], [5, 6, 7, 8], [9, 10, 11, 12]]
  spiral_print_clockwise(a)

