





'''simple docstring'''



import unittest

from diffusers.models.unet_ad_blocks import *  # noqa F403
from diffusers.utils import torch_device

from .test_unet_blocks_common import UNetBlockTesterMixin






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Any     =    DownBlockaD  # noqa F405
	a      :			Tuple     =    "down"


	def   _UpperCAmelCase       (self	)							->							Union[str, Any]:







				'''simple docstring'''





				__lowercase			  =							[-0.0_2_3_2, -0.9_8_6_9, 0.8_0_5_4, -0.0_6_3_7, -0.1_6_8_8, -1.4_2_6_4, 0.4_4_7_0, -1.3_3_9_4, 0.0_9_0_4]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Optional[int]     =    ResnetDownsampleBlockaD  # noqa F405
	a      :			Union[str, Any]     =    "down"


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







				'''simple docstring'''





				__lowercase			  =							[0.0_7_1_0, 0.2_4_1_0, -0.7_3_2_0, -1.0_7_5_7, -1.1_3_4_3, 0.3_5_4_0, -0.0_1_3_3, -0.2_5_7_6, 0.0_9_4_8]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Union[str, Any]     =    AttnDownBlockaD  # noqa F405
	a      :			Union[str, Any]     =    "down"


	def   _UpperCAmelCase       (self	)							->							str:







				'''simple docstring'''





				__lowercase			  =							[0.0_6_3_6, 0.8_9_6_4, -0.6_2_3_4, -1.0_1_3_1, 0.0_8_4_4, 0.4_9_3_5, 0.3_4_3_7, 0.0_9_1_1, -0.2_9_5_7]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			List[str]     =    CrossAttnDownBlockaD  # noqa F405
	a      :			Tuple     =    "down"


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







				'''simple docstring'''





				__lowercase  ,						__lowercase			  =							super().prepare_init_args_and_inputs_for_common()
				__lowercase			  =							32
				return init_dict, inputs_dict


	def   _UpperCAmelCase       (self	)							->							Dict:







				'''simple docstring'''





				__lowercase			  =							[0.2_2_3_8, -0.7_3_9_6, -0.2_2_5_5, -0.3_8_2_9, 0.1_9_2_5, 1.1_6_6_5, 0.0_6_0_3, -0.7_2_9_5, 0.1_9_8_3]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Union[str, Any]     =    SimpleCrossAttnDownBlockaD  # noqa F405
	a      :			int     =    "down"


	@property
	def   _UpperCAmelCase       (self	)							->							Dict:







				'''simple docstring'''





				return super().get_dummy_input(include_encoder_hidden_states=_lowerCamelCase	)


	def   _UpperCAmelCase       (self	)							->							Tuple:







				'''simple docstring'''





				__lowercase  ,						__lowercase			  =							super().prepare_init_args_and_inputs_for_common()
				__lowercase			  =							32
				return init_dict, inputs_dict


	@unittest.skipIf(torch_device == '''mps'''       ,'''MPS result is not consistent'''	)
	def   _UpperCAmelCase       (self	)							->							Any:







				'''simple docstring'''





				__lowercase			  =							[0.7_9_2_1, -0.0_9_9_2, -0.1_9_6_2, -0.7_6_9_5, -0.4_2_4_2, 0.7_8_0_4, 0.4_7_3_7, 0.2_7_6_5, 0.3_3_3_8]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			List[Any]     =    SkipDownBlockaD  # noqa F405
	a      :			Tuple     =    "down"


	@property
	def   _UpperCAmelCase       (self	)							->							Optional[int]:







				'''simple docstring'''





				return super().get_dummy_input(include_skip_sample=_lowerCamelCase	)


	def   _UpperCAmelCase       (self	)							->							Any:







				'''simple docstring'''





				__lowercase			  =							[-0.0_8_4_5, -0.2_0_8_7, -0.2_4_6_5, 0.0_9_7_1, 0.1_9_0_0, -0.0_4_8_4, 0.2_6_6_4, 0.4_1_7_9, 0.5_0_6_9]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Optional[Any]     =    AttnSkipDownBlockaD  # noqa F405
	a      :			List[Any]     =    "down"


	@property
	def   _UpperCAmelCase       (self	)							->							List[Any]:







				'''simple docstring'''





				return super().get_dummy_input(include_skip_sample=_lowerCamelCase	)


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







				'''simple docstring'''





				__lowercase			  =							[0.5_5_3_9, 0.1_6_0_9, 0.4_9_2_4, 0.0_5_3_7, -0.1_9_9_5, 0.4_0_5_0, 0.0_9_7_9, -0.2_7_2_1, -0.0_6_4_2]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Optional[Any]     =    DownEncoderBlockaD  # noqa F405
	a      :			str     =    "down"


	@property
	def   _UpperCAmelCase       (self	)							->							Optional[Any]:







				'''simple docstring'''





				return super().get_dummy_input(include_temb=_lowerCamelCase	)


	def   _UpperCAmelCase       (self	)							->							Dict:







				'''simple docstring'''





				__lowercase			  =							{
				    '''in_channels''': 32,
				    '''out_channels''': 32,
				}
				__lowercase			  =							self.dummy_input
				return init_dict, inputs_dict


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







				'''simple docstring'''





				__lowercase			  =							[1.1_1_0_2, 0.5_3_0_2, 0.4_8_7_2, -0.0_0_2_3, -0.8_0_4_2, 0.0_4_8_3, -0.3_4_8_9, -0.5_6_3_2, 0.7_6_2_6]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Union[str, Any]     =    AttnDownEncoderBlockaD  # noqa F405
	a      :			Any     =    "down"


	@property
	def   _UpperCAmelCase       (self	)							->							int:







				'''simple docstring'''





				return super().get_dummy_input(include_temb=_lowerCamelCase	)


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







				'''simple docstring'''





				__lowercase			  =							{
				    '''in_channels''': 32,
				    '''out_channels''': 32,
				}
				__lowercase			  =							self.dummy_input
				return init_dict, inputs_dict


	def   _UpperCAmelCase       (self	)							->							Union[str, Any]:







				'''simple docstring'''





				__lowercase			  =							[0.8_9_6_6, -0.1_4_8_6, 0.8_5_6_8, 0.8_1_4_1, -0.9_0_4_6, -0.1_3_4_2, -0.0_9_7_2, -0.7_4_1_7, 0.1_5_3_8]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			str     =    UNetMidBlockaD  # noqa F405
	a      :			int     =    "mid"


	def   _UpperCAmelCase       (self	)							->							Tuple:







				'''simple docstring'''





				__lowercase			  =							{
				    '''in_channels''': 32,
				    '''temb_channels''': 128,
				}
				__lowercase			  =							self.dummy_input
				return init_dict, inputs_dict


	def   _UpperCAmelCase       (self	)							->							Union[str, Any]:







				'''simple docstring'''





				__lowercase			  =							[-0.1_0_6_2, 1.7_2_4_8, 0.3_4_9_4, 1.4_5_6_9, -0.0_9_1_0, -1.2_4_2_1, -0.9_9_8_4, 0.6_7_3_6, 1.0_0_2_8]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			int     =    UNetMidBlockaDCrossAttn  # noqa F405
	a      :			Dict     =    "mid"


	def   _UpperCAmelCase       (self	)							->							str:







				'''simple docstring'''





				__lowercase  ,						__lowercase			  =							super().prepare_init_args_and_inputs_for_common()
				__lowercase			  =							32
				return init_dict, inputs_dict


	def   _UpperCAmelCase       (self	)							->							Dict:







				'''simple docstring'''





				__lowercase			  =							[0.0_1_8_7, 2.4_2_2_0, 0.4_4_8_4, 1.1_2_0_3, -0.6_1_2_1, -1.5_1_2_2, -0.8_2_7_0, 0.7_8_5_1, 1.8_3_3_5]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			List[str]     =    UNetMidBlockaDSimpleCrossAttn  # noqa F405
	a      :			Optional[Any]     =    "mid"


	@property
	def   _UpperCAmelCase       (self	)							->							Dict:







				'''simple docstring'''





				return super().get_dummy_input(include_encoder_hidden_states=_lowerCamelCase	)


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







				'''simple docstring'''





				__lowercase  ,						__lowercase			  =							super().prepare_init_args_and_inputs_for_common()
				__lowercase			  =							32
				return init_dict, inputs_dict


	def   _UpperCAmelCase       (self	)							->							Union[str, Any]:







				'''simple docstring'''





				__lowercase			  =							[0.7_1_4_3, 1.9_9_7_4, 0.5_4_4_8, 1.3_9_7_7, 0.1_2_8_2, -1.1_2_3_7, -1.4_2_3_8, 0.5_5_3_0, 0.8_8_8_0]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Optional[int]     =    UpBlockaD  # noqa F405
	a      :			Optional[Any]     =    "up"


	@property
	def   _UpperCAmelCase       (self	)							->							str:







				'''simple docstring'''





				return super().get_dummy_input(include_res_hidden_states_tuple=_lowerCamelCase	)


	def   _UpperCAmelCase       (self	)							->							str:







				'''simple docstring'''





				__lowercase			  =							[-0.2_0_4_1, -0.4_1_6_5, -0.3_0_2_2, 0.0_0_4_1, -0.6_6_2_8, -0.7_0_5_3, 0.1_9_2_8, -0.0_3_2_5, 0.0_5_2_3]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Any     =    ResnetUpsampleBlockaD  # noqa F405
	a      :			Optional[int]     =    "up"


	@property
	def   _UpperCAmelCase       (self	)							->							Optional[int]:







				'''simple docstring'''





				return super().get_dummy_input(include_res_hidden_states_tuple=_lowerCamelCase	)


	def   _UpperCAmelCase       (self	)							->							Union[str, Any]:







				'''simple docstring'''





				__lowercase			  =							[0.2_2_8_7, 0.3_5_4_9, -0.1_3_4_6, 0.4_7_9_7, -0.1_7_1_5, -0.9_6_4_9, 0.7_3_0_5, -0.5_8_6_4, -0.6_2_4_4]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			int     =    CrossAttnUpBlockaD  # noqa F405
	a      :			Dict     =    "up"


	@property
	def   _UpperCAmelCase       (self	)							->							Any:







				'''simple docstring'''





				return super().get_dummy_input(include_res_hidden_states_tuple=_lowerCamelCase	)


	def   _UpperCAmelCase       (self	)							->							Dict:







				'''simple docstring'''





				__lowercase  ,						__lowercase			  =							super().prepare_init_args_and_inputs_for_common()
				__lowercase			  =							32
				return init_dict, inputs_dict


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







				'''simple docstring'''





				__lowercase			  =							[-0.1_4_0_3, -0.3_5_1_5, -0.0_4_2_0, -0.1_4_2_5, 0.3_1_6_7, 0.5_0_9_4, -0.2_1_8_1, 0.5_9_3_1, 0.5_5_8_2]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Optional[int]     =    SimpleCrossAttnUpBlockaD  # noqa F405
	a      :			Optional[Any]     =    "up"


	@property
	def   _UpperCAmelCase       (self	)							->							Optional[int]:







				'''simple docstring'''





				return super().get_dummy_input(include_res_hidden_states_tuple=_lowerCamelCase       ,include_encoder_hidden_states=_lowerCamelCase	)


	def   _UpperCAmelCase       (self	)							->							Tuple:







				'''simple docstring'''





				__lowercase  ,						__lowercase			  =							super().prepare_init_args_and_inputs_for_common()
				__lowercase			  =							32
				return init_dict, inputs_dict


	def   _UpperCAmelCase       (self	)							->							Tuple:







				'''simple docstring'''





				__lowercase			  =							[0.2_6_4_5, 0.1_4_8_0, 0.0_9_0_9, 0.8_0_4_4, -0.9_7_5_8, -0.9_0_8_3, 0.0_9_9_4, -1.1_4_5_3, -0.7_4_0_2]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Union[str, Any]     =    AttnUpBlockaD  # noqa F405
	a      :			Optional[Any]     =    "up"


	@property
	def   _UpperCAmelCase       (self	)							->							Any:







				'''simple docstring'''





				return super().get_dummy_input(include_res_hidden_states_tuple=_lowerCamelCase	)


	@unittest.skipIf(torch_device == '''mps'''       ,'''MPS result is not consistent'''	)
	def   _UpperCAmelCase       (self	)							->							Optional[Any]:







				'''simple docstring'''





				__lowercase			  =							[0.0_9_7_9, 0.1_3_2_6, 0.0_0_2_1, 0.0_6_5_9, 0.2_2_4_9, 0.0_0_5_9, 0.1_1_3_2, 0.5_9_5_2, 0.1_0_3_3]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			str     =    SkipUpBlockaD  # noqa F405
	a      :			str     =    "up"


	@property
	def   _UpperCAmelCase       (self	)							->							List[str]:







				'''simple docstring'''





				return super().get_dummy_input(include_res_hidden_states_tuple=_lowerCamelCase	)


	def   _UpperCAmelCase       (self	)							->							Any:







				'''simple docstring'''





				__lowercase			  =							[-0.0_8_9_3, -0.1_2_3_4, -0.1_5_0_6, -0.0_3_3_2, 0.0_1_2_3, -0.0_2_1_1, 0.0_5_6_6, 0.0_1_4_3, 0.0_3_6_2]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Union[str, Any]     =    AttnSkipUpBlockaD  # noqa F405
	a      :			List[str]     =    "up"


	@property
	def   _UpperCAmelCase       (self	)							->							Tuple:







				'''simple docstring'''





				return super().get_dummy_input(include_res_hidden_states_tuple=_lowerCamelCase	)


	def   _UpperCAmelCase       (self	)							->							Union[str, Any]:







				'''simple docstring'''





				__lowercase			  =							[0.0_3_6_1, 0.0_6_1_7, 0.2_7_8_7, -0.0_3_5_0, 0.0_3_4_2, 0.3_4_2_1, -0.0_8_4_3, 0.0_9_1_3, 0.3_0_1_5]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			List[Any]     =    UpDecoderBlockaD  # noqa F405
	a      :			List[Any]     =    "up"


	@property
	def   _UpperCAmelCase       (self	)							->							List[Any]:







				'''simple docstring'''





				return super().get_dummy_input(include_temb=_lowerCamelCase	)


	def   _UpperCAmelCase       (self	)							->							Tuple:







				'''simple docstring'''





				__lowercase			  =							{'''in_channels''': 32, '''out_channels''': 32}

				__lowercase			  =							self.dummy_input
				return init_dict, inputs_dict


	def   _UpperCAmelCase       (self	)							->							str:







				'''simple docstring'''





				__lowercase			  =							[0.4_4_0_4, 0.1_9_9_8, -0.9_8_8_6, -0.3_3_2_0, -0.3_1_2_8, -0.7_0_3_4, -0.6_9_5_5, -0.2_3_3_8, -0.3_1_3_7]
				super().test_output(_lowerCamelCase	)






class 							__lowercase    ( lowerCAmelCase__	, unittest.TestCase  ):







	'''simple docstring'''

	a      :			Optional[int]     =    AttnUpDecoderBlockaD  # noqa F405
	a      :			Union[str, Any]     =    "up"


	@property
	def   _UpperCAmelCase       (self	)							->							List[str]:







				'''simple docstring'''





				return super().get_dummy_input(include_temb=_lowerCamelCase	)


	def   _UpperCAmelCase       (self	)							->							Any:







				'''simple docstring'''





				__lowercase			  =							{'''in_channels''': 32, '''out_channels''': 32}

				__lowercase			  =							self.dummy_input
				return init_dict, inputs_dict


	def   _UpperCAmelCase       (self	)							->							Union[str, Any]:







				'''simple docstring'''





				__lowercase			  =							[0.6_7_3_8, 0.4_4_9_1, 0.1_0_5_5, 1.0_7_1_0, 0.7_3_1_6, 0.3_3_3_9, 0.3_3_5_2, 0.1_0_2_3, 0.3_5_6_8]
				super().test_output(_lowerCamelCase	)












'''simple docstring'''



from math import sqrt




def 				_lowerCAmelCase  (			lowerCamelCase_     :					int			):
			__lowercase			  =							0
			for i in range(1						,    int(sqrt(lowerCamelCase_			) + 1			)			):
						if n % i == 0 and i != sqrt(lowerCamelCase_			):
									total += i + n // i
						elif i == sqrt(lowerCamelCase_			):
									total += i
			return total - n




def 				_lowerCAmelCase  (			lowerCamelCase_     :					int = 1_0_0_0_0			):
			__lowercase			  =							sum(
			    i
			    for i in range(1						,    lowerCamelCase_			)
			    if sum_of_divisors(sum_of_divisors(lowerCamelCase_			)			) == i and sum_of_divisors(lowerCamelCase_			) != i			)
			return total


if __name__ == "__main__":
	print(solution(int(str(input()).strip())))





