



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_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					str					   =    DownBlockaD  # noqa F405
					UpperCAmelCase__      :					Any					   =    '''down'''
					def 				lowerCamelCase__(   self     :Union[str, Any]   )      ->					Optional[Any]:
												a__    =  [-0.02_32, -0.98_69, 0.80_54, -0.06_37, -0.16_88, -1.42_64, 0.44_70, -1.33_94, 0.09_04]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					List[str]					   =    ResnetDownsampleBlockaD  # noqa F405
					UpperCAmelCase__      :					Optional[int]					   =    '''down'''
					def 				lowerCamelCase__(   self     :int   )      ->					Optional[Any]:
												a__    =  [0.07_10, 0.24_10, -0.73_20, -1.07_57, -1.13_43, 0.35_40, -0.01_33, -0.25_76, 0.09_48]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					List[Any]					   =    AttnDownBlockaD  # noqa F405
					UpperCAmelCase__      :					Optional[int]					   =    '''down'''
					def 				lowerCamelCase__(   self     :List[Any]   )      ->					Union[str, Any]:
												a__    =  [0.06_36, 0.89_64, -0.62_34, -1.01_31, 0.08_44, 0.49_35, 0.34_37, 0.09_11, -0.29_57]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					str					   =    CrossAttnDownBlockaD  # noqa F405
					UpperCAmelCase__      :					List[str]					   =    '''down'''
					def 				lowerCamelCase__(   self     :List[Any]   )      ->					Any:
												a__   ,      a__    =  super().prepare_init_args_and_inputs_for_common()
												a__    =  32
												return init_dict, inputs_dict



					def 				lowerCamelCase__(   self     :Tuple   )      ->					str:
												a__    =  [0.22_38, -0.73_96, -0.22_55, -0.38_29, 0.19_25, 1.16_65, 0.06_03, -0.72_95, 0.19_83]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					List[str]					   =    SimpleCrossAttnDownBlockaD  # noqa F405
					UpperCAmelCase__      :					Optional[int]					   =    '''down'''
					@property
					def 				lowerCamelCase__(   self     :Optional[int]   )      ->					Optional[Any]:
												return super().get_dummy_input(include_encoder_hidden_states=_UpperCAmelCase   )
					def 				lowerCamelCase__(   self     :Optional[int]   )      ->					Tuple:
												a__   ,      a__    =  super().prepare_init_args_and_inputs_for_common()
												a__    =  32
												return init_dict, inputs_dict



					@unittest.skipIf(torch_device == 'mps'    ,'MPS result is not consistent'   )
					def 				lowerCamelCase__(   self     :Optional[int]   )      ->					Dict:
												a__    =  [0.79_21, -0.09_92, -0.19_62, -0.76_95, -0.42_42, 0.78_04, 0.47_37, 0.27_65, 0.33_38]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					List[str]					   =    SkipDownBlockaD  # noqa F405
					UpperCAmelCase__      :					List[Any]					   =    '''down'''
					@property
					def 				lowerCamelCase__(   self     :Optional[Any]   )      ->					List[Any]:
												return super().get_dummy_input(include_skip_sample=_UpperCAmelCase   )



					def 				lowerCamelCase__(   self     :List[str]   )      ->					int:
												a__    =  [-0.08_45, -0.20_87, -0.24_65, 0.09_71, 0.19_00, -0.04_84, 0.26_64, 0.41_79, 0.50_69]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					Union[str, Any]					   =    AttnSkipDownBlockaD  # noqa F405
					UpperCAmelCase__      :					int					   =    '''down'''
					@property
					def 				lowerCamelCase__(   self     :str   )      ->					str:
												return super().get_dummy_input(include_skip_sample=_UpperCAmelCase   )



					def 				lowerCamelCase__(   self     :str   )      ->					Tuple:
												a__    =  [0.55_39, 0.16_09, 0.49_24, 0.05_37, -0.19_95, 0.40_50, 0.09_79, -0.27_21, -0.06_42]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					List[str]					   =    DownEncoderBlockaD  # noqa F405
					UpperCAmelCase__      :					Optional[int]					   =    '''down'''
					@property
					def 				lowerCamelCase__(   self     :List[Any]   )      ->					List[Any]:
												return super().get_dummy_input(include_temb=_UpperCAmelCase   )
					def 				lowerCamelCase__(   self     :Optional[int]   )      ->					Dict:
												a__    =  {
												    'in_channels': 32,
												    'out_channels': 32,
												}
												a__    =  self.dummy_input
												return init_dict, inputs_dict



					def 				lowerCamelCase__(   self     :Optional[Any]   )      ->					Optional[Any]:
												a__    =  [1.11_02, 0.53_02, 0.48_72, -0.00_23, -0.80_42, 0.04_83, -0.34_89, -0.56_32, 0.76_26]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					Optional[Any]					   =    AttnDownEncoderBlockaD  # noqa F405
					UpperCAmelCase__      :					str					   =    '''down'''
					@property
					def 				lowerCamelCase__(   self     :Optional[Any]   )      ->					List[Any]:
												return super().get_dummy_input(include_temb=_UpperCAmelCase   )
					def 				lowerCamelCase__(   self     :Optional[int]   )      ->					List[Any]:
												a__    =  {
												    'in_channels': 32,
												    'out_channels': 32,
												}
												a__    =  self.dummy_input
												return init_dict, inputs_dict



					def 				lowerCamelCase__(   self     :str   )      ->					Dict:
												a__    =  [0.89_66, -0.14_86, 0.85_68, 0.81_41, -0.90_46, -0.13_42, -0.09_72, -0.74_17, 0.15_38]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					Optional[int]					   =    UNetMidBlockaD  # noqa F405
					UpperCAmelCase__      :					Tuple					   =    '''mid'''
					def 				lowerCamelCase__(   self     :Optional[Any]   )      ->					int:
												a__    =  {
												    'in_channels': 32,
												    'temb_channels': 1_28,
												}
												a__    =  self.dummy_input
												return init_dict, inputs_dict



					def 				lowerCamelCase__(   self     :Any   )      ->					Any:
												a__    =  [-0.10_62, 1.72_48, 0.34_94, 1.45_69, -0.09_10, -1.24_21, -0.99_84, 0.67_36, 1.00_28]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					str					   =    UNetMidBlockaDCrossAttn  # noqa F405
					UpperCAmelCase__      :					str					   =    '''mid'''
					def 				lowerCamelCase__(   self     :Any   )      ->					str:
												a__   ,      a__    =  super().prepare_init_args_and_inputs_for_common()
												a__    =  32
												return init_dict, inputs_dict



					def 				lowerCamelCase__(   self     :Any   )      ->					Tuple:
												a__    =  [0.01_87, 2.42_20, 0.44_84, 1.12_03, -0.61_21, -1.51_22, -0.82_70, 0.78_51, 1.83_35]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					str					   =    UNetMidBlockaDSimpleCrossAttn  # noqa F405
					UpperCAmelCase__      :					Optional[Any]					   =    '''mid'''
					@property
					def 				lowerCamelCase__(   self     :Union[str, Any]   )      ->					List[str]:
												return super().get_dummy_input(include_encoder_hidden_states=_UpperCAmelCase   )
					def 				lowerCamelCase__(   self     :str   )      ->					List[Any]:
												a__   ,      a__    =  super().prepare_init_args_and_inputs_for_common()
												a__    =  32
												return init_dict, inputs_dict



					def 				lowerCamelCase__(   self     :List[str]   )      ->					Any:
												a__    =  [0.71_43, 1.99_74, 0.54_48, 1.39_77, 0.12_82, -1.12_37, -1.42_38, 0.55_30, 0.88_80]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					str					   =    UpBlockaD  # noqa F405
					UpperCAmelCase__      :					int					   =    '''up'''
					@property
					def 				lowerCamelCase__(   self     :Dict   )      ->					Union[str, Any]:
												return super().get_dummy_input(include_res_hidden_states_tuple=_UpperCAmelCase   )



					def 				lowerCamelCase__(   self     :Union[str, Any]   )      ->					Optional[Any]:
												a__    =  [-0.20_41, -0.41_65, -0.30_22, 0.00_41, -0.66_28, -0.70_53, 0.19_28, -0.03_25, 0.05_23]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					Optional[int]					   =    ResnetUpsampleBlockaD  # noqa F405
					UpperCAmelCase__      :					Dict					   =    '''up'''
					@property
					def 				lowerCamelCase__(   self     :Optional[int]   )      ->					Optional[int]:
												return super().get_dummy_input(include_res_hidden_states_tuple=_UpperCAmelCase   )



					def 				lowerCamelCase__(   self     :List[str]   )      ->					int:
												a__    =  [0.22_87, 0.35_49, -0.13_46, 0.47_97, -0.17_15, -0.96_49, 0.73_05, -0.58_64, -0.62_44]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					Union[str, Any]					   =    CrossAttnUpBlockaD  # noqa F405
					UpperCAmelCase__      :					int					   =    '''up'''
					@property
					def 				lowerCamelCase__(   self     :int   )      ->					List[str]:
												return super().get_dummy_input(include_res_hidden_states_tuple=_UpperCAmelCase   )
					def 				lowerCamelCase__(   self     :Any   )      ->					Any:
												a__   ,      a__    =  super().prepare_init_args_and_inputs_for_common()
												a__    =  32
												return init_dict, inputs_dict



					def 				lowerCamelCase__(   self     :List[str]   )      ->					Optional[Any]:
												a__    =  [-0.14_03, -0.35_15, -0.04_20, -0.14_25, 0.31_67, 0.50_94, -0.21_81, 0.59_31, 0.55_82]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					Union[str, Any]					   =    SimpleCrossAttnUpBlockaD  # noqa F405
					UpperCAmelCase__      :					Optional[int]					   =    '''up'''
					@property
					def 				lowerCamelCase__(   self     :Optional[Any]   )      ->					Dict:
												return super().get_dummy_input(include_res_hidden_states_tuple=_UpperCAmelCase    ,include_encoder_hidden_states=_UpperCAmelCase   )
					def 				lowerCamelCase__(   self     :Any   )      ->					str:
												a__   ,      a__    =  super().prepare_init_args_and_inputs_for_common()
												a__    =  32
												return init_dict, inputs_dict



					def 				lowerCamelCase__(   self     :Optional[Any]   )      ->					List[str]:
												a__    =  [0.26_45, 0.14_80, 0.09_09, 0.80_44, -0.97_58, -0.90_83, 0.09_94, -1.14_53, -0.74_02]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					str					   =    AttnUpBlockaD  # noqa F405
					UpperCAmelCase__      :					Tuple					   =    '''up'''
					@property
					def 				lowerCamelCase__(   self     :str   )      ->					int:
												return super().get_dummy_input(include_res_hidden_states_tuple=_UpperCAmelCase   )



					@unittest.skipIf(torch_device == 'mps'    ,'MPS result is not consistent'   )
					def 				lowerCamelCase__(   self     :Tuple   )      ->					Union[str, Any]:
												a__    =  [0.09_79, 0.13_26, 0.00_21, 0.06_59, 0.22_49, 0.00_59, 0.11_32, 0.59_52, 0.10_33]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					Optional[int]					   =    SkipUpBlockaD  # noqa F405
					UpperCAmelCase__      :					int					   =    '''up'''
					@property
					def 				lowerCamelCase__(   self     :Optional[Any]   )      ->					Optional[int]:
												return super().get_dummy_input(include_res_hidden_states_tuple=_UpperCAmelCase   )



					def 				lowerCamelCase__(   self     :List[str]   )      ->					Any:
												a__    =  [-0.08_93, -0.12_34, -0.15_06, -0.03_32, 0.01_23, -0.02_11, 0.05_66, 0.01_43, 0.03_62]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					Optional[int]					   =    AttnSkipUpBlockaD  # noqa F405
					UpperCAmelCase__      :					Dict					   =    '''up'''
					@property
					def 				lowerCamelCase__(   self     :Union[str, Any]   )      ->					int:
												return super().get_dummy_input(include_res_hidden_states_tuple=_UpperCAmelCase   )



					def 				lowerCamelCase__(   self     :Union[str, Any]   )      ->					Dict:
												a__    =  [0.03_61, 0.06_17, 0.27_87, -0.03_50, 0.03_42, 0.34_21, -0.08_43, 0.09_13, 0.30_15]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					Optional[int]					   =    UpDecoderBlockaD  # noqa F405
					UpperCAmelCase__      :					Optional[Any]					   =    '''up'''
					@property
					def 				lowerCamelCase__(   self     :Optional[int]   )      ->					Any:
												return super().get_dummy_input(include_temb=_UpperCAmelCase   )
					def 				lowerCamelCase__(   self     :Any   )      ->					str:
												a__    =  {'in_channels': 32, 'out_channels': 32}

												a__    =  self.dummy_input
												return init_dict, inputs_dict



					def 				lowerCamelCase__(   self     :int   )      ->					Dict:
												a__    =  [0.44_04, 0.19_98, -0.98_86, -0.33_20, -0.31_28, -0.70_34, -0.69_55, -0.23_38, -0.31_37]
												super().test_output(_UpperCAmelCase   )







class  snake_case_     (lowerCamelCase_			,		unittest.TestCase   ):
					UpperCAmelCase__      :					Union[str, Any]					   =    AttnUpDecoderBlockaD  # noqa F405
					UpperCAmelCase__      :					Tuple					   =    '''up'''
					@property
					def 				lowerCamelCase__(   self     :Optional[int]   )      ->					List[str]:
												return super().get_dummy_input(include_temb=_UpperCAmelCase   )
					def 				lowerCamelCase__(   self     :Union[str, Any]   )      ->					int:
												a__    =  {'in_channels': 32, 'out_channels': 32}

												a__    =  self.dummy_input
												return init_dict, inputs_dict



					def 				lowerCamelCase__(   self     :Optional[Any]   )      ->					Any:
												a__    =  [0.67_38, 0.44_91, 0.10_55, 1.07_10, 0.73_16, 0.33_39, 0.33_52, 0.10_23, 0.35_68]
												super().test_output(_UpperCAmelCase   )








from math import pi






def 							__lowercase     (				__lowerCAmelCase							:       int      ,					__lowerCAmelCase							:       int     ):
							return 2 * pi * radius * (angle / 3_6_0)


if __name__ == "__main__":
						print(arc_length(90, 10))




