

"""simple docstring"""



import unittest

from transformers import is_torch_available
from transformers.testing_utils import require_torch


if is_torch_available():
       import torch

       from transformers.activations import gelu_new, gelu_python, get_activation



@require_torch
class      _A	(						unittest.TestCase					):




    """simple docstring"""




    def  lowercase					(		self							:     str    )    ->       Any:
         __snake_case				=							torch.tensor([-100, -1, -0.1, 0, 0.1, 1.0, 100]    )
         __snake_case				=							get_activation('''gelu'''    )
         self.assertTrue(torch.allclose(gelu_python(A_    )	,      torch_builtin(A_    )    )    )
         self.assertFalse(torch.allclose(gelu_python(A_    )	,      gelu_new(A_    )    )    )
    def  lowercase					(		self							:     List[Any]    )    ->       Union[str, Any]:
         __snake_case				=							torch.tensor([-100, -1, -0.1, 0, 0.1, 1.0, 100]    )
         __snake_case				=							get_activation('''gelu'''    )
         __snake_case				=							get_activation('''gelu_10'''    )

         __snake_case				=							torch_builtin(A_    )
         __snake_case				=							geluaa(A_    )

         __snake_case				=							torch.where(y_gelu_aa < 10.0	,      1	,      0    )

         self.assertTrue(torch.max(A_    ).item() == 10.0    )
         self.assertTrue(torch.allclose(y_gelu * clipped_mask	,      y_gelu_aa * clipped_mask    )    )
    def  lowercase					(		self							:     List[str]    )    ->       Tuple:
         get_activation('''gelu'''    )
         get_activation('''gelu_10'''    )
         get_activation('''gelu_fast'''    )
         get_activation('''gelu_new'''    )
         get_activation('''gelu_python'''    )
         get_activation('''gelu_pytorch_tanh'''    )
         get_activation('''linear'''    )
         get_activation('''mish'''    )
         get_activation('''quick_gelu'''    )
         get_activation('''relu'''    )
         get_activation('''sigmoid'''    )
         get_activation('''silu'''    )
         get_activation('''swish'''    )
         get_activation('''tanh'''    )
         with self.assertRaises(A_    ):
              get_activation('''bogus'''    )
         with self.assertRaises(A_    ):
              get_activation(A_    )







    def  lowercase					(		self							:     Union[str, Any]    )    ->       Optional[Any]:
         __snake_case				=							get_activation('''gelu'''    )
         __snake_case				=							1
         __snake_case				=							get_activation('''gelu'''    )
         self.assertEqual(acta.a	,      1    )
         with self.assertRaises(A_    ):
              __snake_case				=							acta.a
"""simple docstring"""



import re





def    SCREAMING_SNAKE_CASE       (     snake_case):
     return [char.split() for char in re.split(R'''[^ a-z A-Z 0-9 \s]''',      str_)]





def    SCREAMING_SNAKE_CASE       (     snake_case):
     __snake_case				=							split_input(str_)
     return "".join(
         [''''''.join([char.capitalize() for char in sub_str]) for sub_str in string_split])





def    SCREAMING_SNAKE_CASE       (     snake_case,      snake_case,      snake_case):
     try:
          __snake_case				=							split_input(snake_case)
          if upper:
               __snake_case				=							''''''.join(
                   [
                       separator.join([char.upper() for char in sub_str])
                       for sub_str in string_split
                   ])
          else:
               __snake_case				=							''''''.join(
                   [
                       separator.join([char.lower() for char in sub_str])
                       for sub_str in string_split
                   ])
          return res_str
     except IndexError:
          return "not valid string"





def    SCREAMING_SNAKE_CASE       (     snake_case):
     return to_simple_case(snake_case)





def    SCREAMING_SNAKE_CASE       (     snake_case):
     try:
          __snake_case				=							to_simple_case(snake_case)
          return res_str[0].lower() + res_str[1:]
     except IndexError:
          return "not valid string"





def    SCREAMING_SNAKE_CASE       (     snake_case,      snake_case):
     return to_complex_case(snake_case,      snake_case,      '''_''')





def    SCREAMING_SNAKE_CASE       (     snake_case,      snake_case):
     return to_complex_case(snake_case,      snake_case,      '''-''')


if __name__ == "__main__":
       __import__("doctest").testmod()