import unittest

import numpy as np

from transformers import is_tf_available
from transformers.testing_utils import require_tf


if is_tf_available():
      import tensorflow as tf

      from transformers.activations_tf import get_tf_activation



@require_tf
class 						snake_case_ (	unittest.TestCase ):






   def    __UpperCamelCase  (   self       :  Optional[int]						)      ->		str:
       lowercase__				:     List[str]					      =       tf.constant([-1_00, -1.0, -0.1, 0, 0.1, 1.0, 1_00.0]						)
       lowercase__				:     List[str]					      =       get_tf_activation("gelu"						)
       lowercase__				:     Tuple					      =       get_tf_activation("gelu_10"						)

       lowercase__				:     Optional[Any]					      =       gelu(lowercase_						)
       lowercase__				:     Optional[Any]					      =       geluaa(lowercase_						)

       lowercase__				:     List[Any]					      =       tf.where(y_gelu_aa < 10.0			,		1.0			,		0.0						)

       self.assertEqual(tf.math.reduce_max(lowercase_						).numpy().item()			,		10.0						)
       self.assertTrue(np.allclose(y_gelu * clipped_mask			,		y_gelu_aa * clipped_mask						)						)







   def    __UpperCamelCase  (   self       :  Optional[Any]						)      ->		Union[str, Any]:
       get_tf_activation("gelu"						)
       get_tf_activation("gelu_10"						)
       get_tf_activation("gelu_fast"						)
       get_tf_activation("gelu_new"						)
       get_tf_activation("glu"						)
       get_tf_activation("mish"						)
       get_tf_activation("quick_gelu"						)
       get_tf_activation("relu"						)
       get_tf_activation("sigmoid"						)
       get_tf_activation("silu"						)
       get_tf_activation("swish"						)
       get_tf_activation("tanh"						)
       with self.assertRaises(lowercase_						):
           get_tf_activation("bogus"						)
       with self.assertRaises(lowercase_						):
           get_tf_activation(lowercase_						)




def     lowercase_       (    _lowerCamelCase							: str	,			_lowerCamelCase							: Optional[int]):
    if len(str(_lowerCamelCase)) == 1 or len(str(_lowerCamelCase)) == 1:
        return a * b

    lowercase__				:     Tuple					      =       max(len(str(_lowerCamelCase))	,			len(str(_lowerCamelCase)))
    lowercase__				:     Union[str, Any]					      =       ma // 2

    lowercase__      ,     lowercase__				:     Union[str, Any]					      =       divmod(_lowerCamelCase	,			10**ma)
    lowercase__      ,     lowercase__				:     Tuple					      =       divmod(_lowerCamelCase	,			10**ma)

    lowercase__				:     int					      =       karatsuba(_lowerCamelCase	,			_lowerCamelCase)
    lowercase__				:     Dict					      =       karatsuba((aa + aa)	,			(ba + ba))
    lowercase__				:     Optional[int]					      =       karatsuba(_lowerCamelCase	,			_lowerCamelCase)

    return (z * 10 ** (2 * ma)) + ((y - z - x) * 10 ** (ma)) + (x)

def     lowercase_       (    ):
    print(karatsuba(1_5463	,			2_3489))


if __name__ == "__main__":
      main()



