


'''simple docstring'''

def __snake_case (				UpperCAmelCase_						:						list[list[int]]		):
 # must be
 lowerCamelCase_								=  [list(UpperCAmelCase_		) for row in matrix]
 if matrix and isinstance(UpperCAmelCase_ ,    UpperCAmelCase_		):
  if isinstance(matrix[0] ,    UpperCAmelCase_		):
   lowerCamelCase_								=  0
   for row in matrix:
    if prev_len == 0:
     lowerCamelCase_								=  len(UpperCAmelCase_		)
     lowerCamelCase_								=  True
    else:
     lowerCamelCase_								=  prev_len == len(UpperCAmelCase_		)
  else:
   lowerCamelCase_								=  True
 else:
  lowerCamelCase_								=  False

 return result





def __snake_case (				UpperCAmelCase_						:						list[list[int]]		):
 if check_matrix(UpperCAmelCase_		) and len(UpperCAmelCase_		) > 0:
  lowerCamelCase_								=  [list(UpperCAmelCase_		) for row in a]
  lowerCamelCase_								=  len(UpperCAmelCase_		)
  if isinstance(a[0] ,    UpperCAmelCase_		):
   lowerCamelCase_								=  len(a[0]		)
  else:
   for dat in a:
    print(UpperCAmelCase_		)
   return

  # horizotal printing increasing
  for i in range(0 ,    UpperCAmelCase_		):
   print(a[0][i]		)
  # vertical printing down
  for i in range(1 ,    UpperCAmelCase_		):
   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]		)
  lowerCamelCase_								=  [row[1 : mat_col - 1] for row in a[1 : mat_row - 1]]
  if len(UpperCAmelCase_		) > 0:
   spiral_print_clockwise(UpperCAmelCase_		)
  else:
   return
 else:
  print("Not a valid matrix"		)
  return





def __snake_case (				UpperCAmelCase_						:						list[list]		):
 if matrix:
  return list(matrix.pop(0		)		) + spiral_traversal(list(zip(*UpperCAmelCase_		)		)[::-1]		)
 else:
  return []


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

     doctest.testmod()

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







'''simple docstring'''

from collections import OrderedDict
from typing import Mapping

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


a_  :    Optional[Any]      =			logging.get_logger(__name__)

a_  :    Tuple      =			{
    """google/electra-small-generator""": """https://huggingface.co/google/electra-small-generator/resolve/main/config.json""",
    """google/electra-base-generator""": """https://huggingface.co/google/electra-base-generator/resolve/main/config.json""",
    """google/electra-large-generator""": """https://huggingface.co/google/electra-large-generator/resolve/main/config.json""",
    """google/electra-small-discriminator""": (
        """https://huggingface.co/google/electra-small-discriminator/resolve/main/config.json"""
    ),
    """google/electra-base-discriminator""": (
        """https://huggingface.co/google/electra-base-discriminator/resolve/main/config.json"""
    ),
    """google/electra-large-discriminator""": (
        """https://huggingface.co/google/electra-large-discriminator/resolve/main/config.json"""
    ),
}





class 					snake_case   (   lowercase      ):





  """simple docstring"""




  _lowerCamelCase		   =  "electra"






  def __init__(   self      ,  UpperCamelCase=3_0522      ,  UpperCamelCase=128      ,  UpperCamelCase=256      ,  UpperCamelCase=12      ,  UpperCamelCase=4      ,  UpperCamelCase=1024      ,  UpperCamelCase="gelu"      ,  UpperCamelCase=0.1      ,  UpperCamelCase=0.1      ,  UpperCamelCase=512      ,  UpperCamelCase=2      ,  UpperCamelCase=0.02      ,  UpperCamelCase=1e-12      ,  UpperCamelCase="first"      ,  UpperCamelCase=True      ,  UpperCamelCase="gelu"      ,  UpperCamelCase=0.1      ,  UpperCamelCase=0      ,  UpperCamelCase="absolute"      ,  UpperCamelCase=True      ,  UpperCamelCase=None      ,  **UpperCamelCase      ,  ):







   """simple docstring"""
   super().__init__(pad_token_id=UpperCamelCase      ,  **UpperCamelCase					)

   lowerCamelCase_								=  vocab_size
   lowerCamelCase_								=  embedding_size
   lowerCamelCase_								=  hidden_size
   lowerCamelCase_								=  num_hidden_layers
   lowerCamelCase_								=  num_attention_heads
   lowerCamelCase_								=  intermediate_size
   lowerCamelCase_								=  hidden_act
   lowerCamelCase_								=  hidden_dropout_prob
   lowerCamelCase_								=  attention_probs_dropout_prob
   lowerCamelCase_								=  max_position_embeddings
   lowerCamelCase_								=  type_vocab_size
   lowerCamelCase_								=  initializer_range
   lowerCamelCase_								=  layer_norm_eps

   lowerCamelCase_								=  summary_type
   lowerCamelCase_								=  summary_use_proj
   lowerCamelCase_								=  summary_activation
   lowerCamelCase_								=  summary_last_dropout
   lowerCamelCase_								=  position_embedding_type
   lowerCamelCase_								=  use_cache
   lowerCamelCase_								=  classifier_dropout





class 					snake_case   (   lowercase      ):





  """simple docstring"""




  @property
  def   snake_case		(   self					):







   """simple docstring"""
   if self.task == "multiple-choice":
    lowerCamelCase_								=  {0: "batch", 1: "choice", 2: "sequence"}
   else:
    lowerCamelCase_								=  {0: "batch", 1: "sequence"}
   return OrderedDict(
       [
           ("input_ids", dynamic_axis),
           ("attention_mask", dynamic_axis),
           ("token_type_ids", dynamic_axis),
       ]					)



