

'''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     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    DownBlockaD  # noqa F405
						__UpperCAmelCase			     =    """down"""







						def       __magic_name__							(							self					:      int  ):



								'''simple docstring'''



								snake_case__						:       Optional[int]       						=  [-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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    ResnetDownsampleBlockaD  # noqa F405
						__UpperCAmelCase			     =    """down"""







						def       __magic_name__							(							self					:      List[Any]  ):



								'''simple docstring'''



								snake_case__						:       Optional[Any]       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    AttnDownBlockaD  # noqa F405
						__UpperCAmelCase			     =    """down"""







						def       __magic_name__							(							self					:      List[Any]  ):



								'''simple docstring'''



								snake_case__						:       Dict       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    CrossAttnDownBlockaD  # noqa F405
						__UpperCAmelCase			     =    """down"""







						def       __magic_name__							(							self					:      str  ):



								'''simple docstring'''



								snake_case__						:       Union[str, Any]       						=  super().prepare_init_args_and_inputs_for_common()
								snake_case__						:       List[str]       						=  3_2
								return init_dict, inputs_dict







						def       __magic_name__							(							self					:      Optional[Any]  ):



								'''simple docstring'''



								snake_case__						:       str       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    SimpleCrossAttnDownBlockaD  # noqa F405
						__UpperCAmelCase			     =    """down"""







						@property
						def       __magic_name__							(							self					:      List[Any]  ):



								'''simple docstring'''



								return super().get_dummy_input(include_encoder_hidden_states=snake_case_  )







						def       __magic_name__							(							self					:      Dict  ):



								'''simple docstring'''



								snake_case__						:       List[str]       						=  super().prepare_init_args_and_inputs_for_common()
								snake_case__						:       Union[str, Any]       						=  3_2
								return init_dict, inputs_dict







						@unittest.skipIf(torch_device == '''mps'''			,			'''MPS result is not consistent'''  )
						def       __magic_name__							(							self					:      Tuple  ):



								'''simple docstring'''



								snake_case__						:       Optional[int]       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    SkipDownBlockaD  # noqa F405
						__UpperCAmelCase			     =    """down"""







						@property
						def       __magic_name__							(							self					:      Optional[int]  ):



								'''simple docstring'''



								return super().get_dummy_input(include_skip_sample=snake_case_  )







						def       __magic_name__							(							self					:      Optional[int]  ):



								'''simple docstring'''



								snake_case__						:       int       						=  [-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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    AttnSkipDownBlockaD  # noqa F405
						__UpperCAmelCase			     =    """down"""







						@property
						def       __magic_name__							(							self					:      Dict  ):



								'''simple docstring'''



								return super().get_dummy_input(include_skip_sample=snake_case_  )







						def       __magic_name__							(							self					:      List[str]  ):



								'''simple docstring'''



								snake_case__						:       Any       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    DownEncoderBlockaD  # noqa F405
						__UpperCAmelCase			     =    """down"""







						@property
						def       __magic_name__							(							self					:      int  ):



								'''simple docstring'''



								return super().get_dummy_input(include_temb=snake_case_  )







						def       __magic_name__							(							self					:      Optional[Any]  ):



								'''simple docstring'''



								snake_case__						:       List[str]       						=  {
								    '''in_channels''': 3_2,
								    '''out_channels''': 3_2,
								}
								snake_case__						:       Tuple       						=  self.dummy_input
								return init_dict, inputs_dict







						def       __magic_name__							(							self					:      List[Any]  ):



								'''simple docstring'''



								snake_case__						:       Optional[Any]       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    AttnDownEncoderBlockaD  # noqa F405
						__UpperCAmelCase			     =    """down"""







						@property
						def       __magic_name__							(							self					:      str  ):



								'''simple docstring'''



								return super().get_dummy_input(include_temb=snake_case_  )







						def       __magic_name__							(							self					:      List[str]  ):



								'''simple docstring'''



								snake_case__						:       List[Any]       						=  {
								    '''in_channels''': 3_2,
								    '''out_channels''': 3_2,
								}
								snake_case__						:       Dict       						=  self.dummy_input
								return init_dict, inputs_dict







						def       __magic_name__							(							self					:      Optional[int]  ):



								'''simple docstring'''



								snake_case__						:       Dict       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    UNetMidBlockaD  # noqa F405
						__UpperCAmelCase			     =    """mid"""







						def       __magic_name__							(							self					:      int  ):



								'''simple docstring'''



								snake_case__						:       int       						=  {
								    '''in_channels''': 3_2,
								    '''temb_channels''': 1_2_8,
								}
								snake_case__						:       Optional[int]       						=  self.dummy_input
								return init_dict, inputs_dict







						def       __magic_name__							(							self					:      Union[str, Any]  ):



								'''simple docstring'''



								snake_case__						:       Union[str, Any]       						=  [-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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    UNetMidBlockaDCrossAttn  # noqa F405
						__UpperCAmelCase			     =    """mid"""







						def       __magic_name__							(							self					:      Union[str, Any]  ):



								'''simple docstring'''



								snake_case__						:       Dict       						=  super().prepare_init_args_and_inputs_for_common()
								snake_case__						:       List[Any]       						=  3_2
								return init_dict, inputs_dict







						def       __magic_name__							(							self					:      Dict  ):



								'''simple docstring'''



								snake_case__						:       List[Any]       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    UNetMidBlockaDSimpleCrossAttn  # noqa F405
						__UpperCAmelCase			     =    """mid"""







						@property
						def       __magic_name__							(							self					:      Dict  ):



								'''simple docstring'''



								return super().get_dummy_input(include_encoder_hidden_states=snake_case_  )







						def       __magic_name__							(							self					:      Any  ):



								'''simple docstring'''



								snake_case__						:       Tuple       						=  super().prepare_init_args_and_inputs_for_common()
								snake_case__						:       List[str]       						=  3_2
								return init_dict, inputs_dict







						def       __magic_name__							(							self					:      List[Any]  ):



								'''simple docstring'''



								snake_case__						:       Dict       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    UpBlockaD  # noqa F405
						__UpperCAmelCase			     =    """up"""







						@property
						def       __magic_name__							(							self					:      Any  ):



								'''simple docstring'''



								return super().get_dummy_input(include_res_hidden_states_tuple=snake_case_  )







						def       __magic_name__							(							self					:      str  ):



								'''simple docstring'''



								snake_case__						:       Optional[int]       						=  [-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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    ResnetUpsampleBlockaD  # noqa F405
						__UpperCAmelCase			     =    """up"""







						@property
						def       __magic_name__							(							self					:      str  ):



								'''simple docstring'''



								return super().get_dummy_input(include_res_hidden_states_tuple=snake_case_  )







						def       __magic_name__							(							self					:      Tuple  ):



								'''simple docstring'''



								snake_case__						:       Any       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    CrossAttnUpBlockaD  # noqa F405
						__UpperCAmelCase			     =    """up"""







						@property
						def       __magic_name__							(							self					:      List[Any]  ):



								'''simple docstring'''



								return super().get_dummy_input(include_res_hidden_states_tuple=snake_case_  )







						def       __magic_name__							(							self					:      Dict  ):



								'''simple docstring'''



								snake_case__						:       int       						=  super().prepare_init_args_and_inputs_for_common()
								snake_case__						:       Union[str, Any]       						=  3_2
								return init_dict, inputs_dict







						def       __magic_name__							(							self					:      List[Any]  ):



								'''simple docstring'''



								snake_case__						:       str       						=  [-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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    SimpleCrossAttnUpBlockaD  # noqa F405
						__UpperCAmelCase			     =    """up"""







						@property
						def       __magic_name__							(							self					:      Union[str, Any]  ):



								'''simple docstring'''



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







						def       __magic_name__							(							self					:      Optional[Any]  ):



								'''simple docstring'''



								snake_case__						:       Optional[int]       						=  super().prepare_init_args_and_inputs_for_common()
								snake_case__						:       Dict       						=  3_2
								return init_dict, inputs_dict







						def       __magic_name__							(							self					:      Any  ):



								'''simple docstring'''



								snake_case__						:       Optional[Any]       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    AttnUpBlockaD  # noqa F405
						__UpperCAmelCase			     =    """up"""







						@property
						def       __magic_name__							(							self					:      int  ):



								'''simple docstring'''



								return super().get_dummy_input(include_res_hidden_states_tuple=snake_case_  )







						@unittest.skipIf(torch_device == '''mps'''			,			'''MPS result is not consistent'''  )
						def       __magic_name__							(							self					:      Optional[int]  ):



								'''simple docstring'''



								snake_case__						:       Any       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    SkipUpBlockaD  # noqa F405
						__UpperCAmelCase			     =    """up"""







						@property
						def       __magic_name__							(							self					:      Optional[int]  ):



								'''simple docstring'''



								return super().get_dummy_input(include_res_hidden_states_tuple=snake_case_  )







						def       __magic_name__							(							self					:      Optional[int]  ):



								'''simple docstring'''



								snake_case__						:       Union[str, Any]       						=  [-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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    AttnSkipUpBlockaD  # noqa F405
						__UpperCAmelCase			     =    """up"""







						@property
						def       __magic_name__							(							self					:      Optional[Any]  ):



								'''simple docstring'''



								return super().get_dummy_input(include_res_hidden_states_tuple=snake_case_  )







						def       __magic_name__							(							self					:      Dict  ):



								'''simple docstring'''



								snake_case__						:       Optional[int]       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    UpDecoderBlockaD  # noqa F405
						__UpperCAmelCase			     =    """up"""







						@property
						def       __magic_name__							(							self					:      List[Any]  ):



								'''simple docstring'''



								return super().get_dummy_input(include_temb=snake_case_  )







						def       __magic_name__							(							self					:      Dict  ):



								'''simple docstring'''



								snake_case__						:       List[str]       						=  {'''in_channels''': 3_2, '''out_channels''': 3_2}

								snake_case__						:       List[str]       						=  self.dummy_input
								return init_dict, inputs_dict







						def       __magic_name__							(							self					:      str  ):



								'''simple docstring'''



								snake_case__						:       List[str]       						=  [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(snake_case_  )





class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    AttnUpDecoderBlockaD  # noqa F405
						__UpperCAmelCase			     =    """up"""







						@property
						def       __magic_name__							(							self					:      Optional[Any]  ):



								'''simple docstring'''



								return super().get_dummy_input(include_temb=snake_case_  )







						def       __magic_name__							(							self					:      List[Any]  ):



								'''simple docstring'''



								snake_case__						:       Any       						=  {'''in_channels''': 3_2, '''out_channels''': 3_2}

								snake_case__						:       Union[str, Any]       						=  self.dummy_input
								return init_dict, inputs_dict







						def       __magic_name__							(							self					:      int  ):



								'''simple docstring'''



								snake_case__						:       List[str]       						=  [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(snake_case_  )






'''simple docstring'''


def 	_a       (				__lowerCAmelCase		:      int     ):

		"""simple docstring"""

		if p < 2:
				raise ValueError('''p should not be less than 2!'''     )
		elif p == 2:
				return True

		snake_case__						:       Any       						=  4
		snake_case__						:       int       						=  (1 << p) - 1
		for _ in range(p - 2     ):
				snake_case__						:       Tuple       						=  ((s * s) - 2) % m
		return s == 0


if __name__ == "__main__":
					print(lucas_lehmer_test(7))
					print(lucas_lehmer_test(11))



