





import re





def 		__SCREAMING_SNAKE_CASE    (							UpperCamelCase__					)    ->							list:







			'''simple docstring'''

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





def 		__SCREAMING_SNAKE_CASE    (							UpperCamelCase__					)    ->							str:







			'''simple docstring'''

			UpperCAmelCase  						=							split_input(str_					)
			return "".join(
			    [''''''.join([char.capitalize() for char in sub_str]					) for sub_str in string_split]					)





def 		__SCREAMING_SNAKE_CASE    (							UpperCamelCase__     ,     UpperCamelCase__     ,     UpperCamelCase__					)    ->							str:







			'''simple docstring'''

			try:
						UpperCAmelCase  						=							split_input(UpperCamelCase__					)
						if upper:
									UpperCAmelCase  						=							''''''.join(
									    [
									        separator.join([char.upper() for char in sub_str]					)
									        for sub_str in string_split
									    ]					)
						else:
									UpperCAmelCase  						=							''''''.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    (							UpperCamelCase__					)    ->							str:







			'''simple docstring'''

			return to_simple_case(UpperCamelCase__					)





def 		__SCREAMING_SNAKE_CASE    (							UpperCamelCase__					)    ->							str:







			'''simple docstring'''

			try:
						UpperCAmelCase  						=							to_simple_case(UpperCamelCase__					)
						return res_str[0].lower() + res_str[1:]
			except IndexError:
						return "not valid string"





def 		__SCREAMING_SNAKE_CASE    (							UpperCamelCase__     ,     UpperCamelCase__					)    ->							str:







			'''simple docstring'''

			return to_complex_case(UpperCamelCase__     ,     UpperCamelCase__     ,     '''_'''					)





def 		__SCREAMING_SNAKE_CASE    (							UpperCamelCase__     ,     UpperCamelCase__					)    ->							str:







			'''simple docstring'''

			return to_complex_case(UpperCamelCase__     ,     UpperCamelCase__     ,     '''-'''					)


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









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        __lowerCAmelCase					(			unittest.TestCase					):

			"""simple docstring"""







			def  lowercase_       ( self				)       -> int:



							'''simple docstring'''
							__lowerCamelCase									=       torch.tensor([-100, -1, -0.1, 0, 0.1, 1.0, 100]				)
							__lowerCamelCase									=       get_activation('gelu'				)
							self.assertTrue(torch.allclose(gelu_python(lowerCamelCase__				)     ,		torch_builtin(lowerCamelCase__				)				)				)
							self.assertFalse(torch.allclose(gelu_python(lowerCamelCase__				)     ,		gelu_new(lowerCamelCase__				)				)				)


			def  lowercase_       ( self				)       -> Optional[int]:



							'''simple docstring'''
							__lowerCamelCase									=       torch.tensor([-100, -1, -0.1, 0, 0.1, 1.0, 100]				)
							__lowerCamelCase									=       get_activation('gelu'				)
							__lowerCamelCase									=       get_activation('gelu_10'				)

							__lowerCamelCase									=       torch_builtin(lowerCamelCase__				)
							__lowerCamelCase									=       geluaa(lowerCamelCase__				)

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

							self.assertTrue(torch.max(lowerCamelCase__				).item() == 10.0				)
							self.assertTrue(torch.allclose(y_gelu * clipped_mask     ,		y_gelu_aa * clipped_mask				)				)


			def  lowercase_       ( self				)       -> Any:



							'''simple docstring'''
							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(lowerCamelCase__				):
											get_activation('bogus'				)
							with self.assertRaises(lowerCamelCase__				):
											get_activation(lowerCamelCase__				)






			def  lowercase_       ( self				)       -> Dict:



							'''simple docstring'''
							__lowerCamelCase									=       get_activation('gelu'				)
							__lowerCamelCase									=       1
							__lowerCamelCase									=       get_activation('gelu'				)
							self.assertEqual(acta.a     ,		1				)
							with self.assertRaises(lowerCamelCase__				):
											__lowerCamelCase									=       acta.a


