



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        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:str      =					DownBlockaD  # noqa F405
						__lowerCAmelCase					:Any      =					"down"

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[Any]:
									"""simple docstring"""




									a__       :						Union[str, Any]							=  [-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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:List[str]      =					ResnetDownsampleBlockaD  # noqa F405
						__lowerCAmelCase					:Tuple      =					"down"

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Dict:
									"""simple docstring"""




									a__       :						Dict							=  [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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:Optional[int]      =					AttnDownBlockaD  # noqa F405
						__lowerCAmelCase					:Optional[Any]      =					"down"

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Dict:
									"""simple docstring"""




									a__       :						Tuple							=  [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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:List[Any]      =					CrossAttnDownBlockaD  # noqa F405
						__lowerCAmelCase					:int      =					"down"

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[Any]:
									"""simple docstring"""




									a__       :						Dict							=  super().prepare_init_args_and_inputs_for_common()
									a__       :						str							=  3_2
									return init_dict, inputs_dict

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[str]:
									"""simple docstring"""




									a__       :						List[Any]							=  [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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:List[Any]      =					SimpleCrossAttnDownBlockaD  # noqa F405
						__lowerCAmelCase					:Optional[int]      =					"down"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				int:
									"""simple docstring"""




									return super().get_dummy_input(include_encoder_hidden_states=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Dict:
									"""simple docstring"""




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

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




									a__       :						List[Any]							=  [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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:str      =					SkipDownBlockaD  # noqa F405
						__lowerCAmelCase					:Tuple      =					"down"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				str:
									"""simple docstring"""




									return super().get_dummy_input(include_skip_sample=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[str]:
									"""simple docstring"""




									a__       :						Optional[Any]							=  [-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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:str      =					AttnSkipDownBlockaD  # noqa F405
						__lowerCAmelCase					:Union[str, Any]      =					"down"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Any:
									"""simple docstring"""




									return super().get_dummy_input(include_skip_sample=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Union[str, Any]:
									"""simple docstring"""




									a__       :						List[str]							=  [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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:int      =					DownEncoderBlockaD  # noqa F405
						__lowerCAmelCase					:Tuple      =					"down"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[Any]:
									"""simple docstring"""




									return super().get_dummy_input(include_temb=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Dict:
									"""simple docstring"""




									a__       :						str							=  {
									    """in_channels""": 3_2,
									    """out_channels""": 3_2,
									}
									a__       :						Dict							=  self.dummy_input
									return init_dict, inputs_dict

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[Any]:
									"""simple docstring"""




									a__       :						Union[str, 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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:List[str]      =					AttnDownEncoderBlockaD  # noqa F405
						__lowerCAmelCase					:str      =					"down"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Optional[Any]:
									"""simple docstring"""




									return super().get_dummy_input(include_temb=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Dict:
									"""simple docstring"""




									a__       :						Dict							=  {
									    """in_channels""": 3_2,
									    """out_channels""": 3_2,
									}
									a__       :						Dict							=  self.dummy_input
									return init_dict, inputs_dict

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Tuple:
									"""simple docstring"""




									a__       :						str							=  [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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:List[Any]      =					UNetMidBlockaD  # noqa F405
						__lowerCAmelCase					:Optional[int]      =					"mid"

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Optional[Any]:
									"""simple docstring"""




									a__       :						Optional[Any]							=  {
									    """in_channels""": 3_2,
									    """temb_channels""": 1_2_8,
									}
									a__       :						Dict							=  self.dummy_input
									return init_dict, inputs_dict

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Optional[int]:
									"""simple docstring"""




									a__       :						Optional[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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:str      =					UNetMidBlockaDCrossAttn  # noqa F405
						__lowerCAmelCase					:Tuple      =					"mid"

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[str]:
									"""simple docstring"""




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

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[Any]:
									"""simple docstring"""




									a__       :						int							=  [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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




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

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Optional[Any]:
									"""simple docstring"""




									return super().get_dummy_input(include_encoder_hidden_states=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Union[str, Any]:
									"""simple docstring"""




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

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[Any]:
									"""simple docstring"""




									a__       :						Union[str, Any]							=  [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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:int      =					UpBlockaD  # noqa F405
						__lowerCAmelCase					:Any      =					"up"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[str]:
									"""simple docstring"""




									return super().get_dummy_input(include_res_hidden_states_tuple=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[str]:
									"""simple docstring"""




									a__       :						List[str]							=  [-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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:Dict      =					ResnetUpsampleBlockaD  # noqa F405
						__lowerCAmelCase					:Union[str, Any]      =					"up"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Union[str, Any]:
									"""simple docstring"""




									return super().get_dummy_input(include_res_hidden_states_tuple=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				int:
									"""simple docstring"""




									a__       :						int							=  [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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:str      =					CrossAttnUpBlockaD  # noqa F405
						__lowerCAmelCase					:Any      =					"up"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Tuple:
									"""simple docstring"""




									return super().get_dummy_input(include_res_hidden_states_tuple=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Dict:
									"""simple docstring"""




									a__       :						Any							=  super().prepare_init_args_and_inputs_for_common()
									a__       :						Dict							=  3_2
									return init_dict, inputs_dict

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Any:
									"""simple docstring"""




									a__       :						Tuple							=  [-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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:Any      =					SimpleCrossAttnUpBlockaD  # noqa F405
						__lowerCAmelCase					:Union[str, Any]      =					"up"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Union[str, Any]:
									"""simple docstring"""




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

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Union[str, Any]:
									"""simple docstring"""




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

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[Any]:
									"""simple docstring"""




									a__       :						str							=  [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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:Optional[Any]      =					AttnUpBlockaD  # noqa F405
						__lowerCAmelCase					:Optional[Any]      =					"up"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Dict:
									"""simple docstring"""




									return super().get_dummy_input(include_res_hidden_states_tuple=__lowercase  )

						@unittest.skipIf(torch_device == """mps""" ,       """MPS result is not consistent"""  )
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Optional[int]:
									"""simple docstring"""




									a__       :						str							=  [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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:List[str]      =					SkipUpBlockaD  # noqa F405
						__lowerCAmelCase					:Optional[int]      =					"up"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				int:
									"""simple docstring"""




									return super().get_dummy_input(include_res_hidden_states_tuple=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Union[str, Any]:
									"""simple docstring"""




									a__       :						List[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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:Optional[int]      =					AttnSkipUpBlockaD  # noqa F405
						__lowerCAmelCase					:str      =					"up"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Any:
									"""simple docstring"""




									return super().get_dummy_input(include_res_hidden_states_tuple=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Optional[Any]:
									"""simple docstring"""




									a__       :						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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:Tuple      =					UpDecoderBlockaD  # noqa F405
						__lowerCAmelCase					:str      =					"up"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Any:
									"""simple docstring"""




									return super().get_dummy_input(include_temb=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				List[Any]:
									"""simple docstring"""




									a__       :						str							=  {"""in_channels""": 3_2, """out_channels""": 3_2}

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

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Tuple:
									"""simple docstring"""




									a__       :						List[Any]							=  [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(__lowercase  )







class        snake_case__    (A__ ,     unittest.TestCase		):







						"""simple docstring"""




						__lowerCAmelCase					:Tuple      =					AttnUpDecoderBlockaD  # noqa F405
						__lowerCAmelCase					:Optional[int]      =					"up"

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Optional[Any]:
									"""simple docstring"""




									return super().get_dummy_input(include_temb=__lowercase  )

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Tuple:
									"""simple docstring"""




									a__       :						Dict							=  {"""in_channels""": 3_2, """out_channels""": 3_2}

									a__       :						str							=  self.dummy_input
									return init_dict, inputs_dict

						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				int:
									"""simple docstring"""




									a__       :						int							=  [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(__lowercase  )









from __future__ import annotations

def      lowerCAmelCase_					(  _lowercase    :       float						,       _lowercase    :       float						,       _lowercase    :       float						,       )							->	tuple[str, float]:







			"""simple docstring"""
			if (stress, tangential_force, area).count(0) != 1:
						raise ValueError("""You cannot supply more or less than 2 values""")
			elif stress < 0:
						raise ValueError("""Stress cannot be negative""")
			elif tangential_force < 0:
						raise ValueError("""Tangential Force cannot be negative""")
			elif area < 0:
						raise ValueError("""Area cannot be negative""")
			elif stress == 0:
						return (
						    "stress",
						    tangential_force / area,
						)
			elif tangential_force == 0:
						return (
						    "tangential_force",
						    stress * area,
						)
			else:
						return (
						    "area",
						    tangential_force / stress,
						)


if __name__ == "__main__":
		import doctest

		doctest.testmod()




