




'''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      lowerCAmelCase (			unittest.TestCase):


       def    lowerCAmelCase   ( self	)   ->	int:



            '''simple docstring'''




            __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(__SCREAMING_SNAKE_CASE	)     ,	torch_builtin(__SCREAMING_SNAKE_CASE	)	)	)
            self.assertFalse(torch.allclose(gelu_python(__SCREAMING_SNAKE_CASE	)     ,	gelu_new(__SCREAMING_SNAKE_CASE	)	)	)


       def    lowerCAmelCase   ( self	)   ->	List[str]:



            '''simple docstring'''




            __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(__SCREAMING_SNAKE_CASE	)
            __snake_case            =	geluaa(__SCREAMING_SNAKE_CASE	)

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

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


       def    lowerCAmelCase   ( self	)   ->	str:



            '''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(__SCREAMING_SNAKE_CASE	):
                 get_activation('''bogus'''	)
            with self.assertRaises(__SCREAMING_SNAKE_CASE	):
                 get_activation(__SCREAMING_SNAKE_CASE	)




       def    lowerCAmelCase   ( self	)   ->	Any:



            '''simple docstring'''




            __snake_case            =	get_activation('''gelu'''	)
            __snake_case            =	1
            __snake_case            =	get_activation('''gelu'''	)
            self.assertEqual(acta.a     ,	1	)
            with self.assertRaises(__SCREAMING_SNAKE_CASE	):
                 __snake_case            =	acta.a












'''simple docstring'''


from math import isqrt, loga
def 						lowerCamelCase__   (				a							):
						__snake_case						 =   [True] * max_number
						for i in range(2    ,	isqrt(max_number - 1							) + 1							):
												if is_prime[i]:
																		for j in range(i**2    ,	a    ,	a							):
																								__snake_case						 =   False

						return [i for i in range(2    ,	a							) if is_prime[i]]
def 						lowerCamelCase__   (				a = 800800    ,	a = 800800							):
						__snake_case						 =   degree * loga(a							)
						__snake_case						 =   int(a							)
						__snake_case						 =   calculate_prime_numbers(a							)

						__snake_case						 =   0
						__snake_case						 =   0
						__snake_case						 =   len(a							) - 1
						while left < right:
												while (
												    prime_numbers[right] * loga(prime_numbers[left]							)
												    + prime_numbers[left] * loga(prime_numbers[right]							)
												    > upper_bound
												):
																		right -= 1
												hybrid_integers_count += right - left
												left += 1

						return hybrid_integers_count


if __name__ == "__main__":
	print(f'''{solution() = }''')

