"""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 lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		DownBlockaD  # noqa F405
					a   	=		"down"



					def 			lowerCAmelCase_					(						self			:				Any		)							->       Optional[Any]:
									SCREAMING_SNAKE_CASE__		  =				[-0.0232, -0.9869, 0.8054, -0.0637, -0.1688, -1.4264, 0.4470, -1.3394, 0.0904]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		ResnetDownsampleBlockaD  # noqa F405
					a   	=		"down"



					def 			lowerCAmelCase_					(						self			:				Tuple		)							->       Optional[int]:
									SCREAMING_SNAKE_CASE__		  =				[0.0710, 0.2410, -0.7320, -1.0757, -1.1343, 0.3540, -0.0133, -0.2576, 0.0948]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		AttnDownBlockaD  # noqa F405
					a   	=		"down"



					def 			lowerCAmelCase_					(						self			:				Dict		)							->       List[str]:
									SCREAMING_SNAKE_CASE__		  =				[0.0636, 0.8964, -0.6234, -1.0131, 0.0844, 0.4935, 0.3437, 0.0911, -0.2957]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		CrossAttnDownBlockaD  # noqa F405
					a   	=		"down"



					def 			lowerCAmelCase_					(						self			:				int		)							->       Dict:
									SCREAMING_SNAKE_CASE__  ,       SCREAMING_SNAKE_CASE__		  =				super().prepare_init_args_and_inputs_for_common()
									SCREAMING_SNAKE_CASE__		  =				32
									return init_dict, inputs_dict



					def 			lowerCAmelCase_					(						self			:				Any		)							->       List[Any]:
									SCREAMING_SNAKE_CASE__		  =				[0.2238, -0.7396, -0.2255, -0.3829, 0.1925, 1.1665, 0.0603, -0.7295, 0.1983]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		SimpleCrossAttnDownBlockaD  # noqa F405
					a   	=		"down"



					@property
					def 			lowerCAmelCase_					(						self			:				Optional[Any]		)							->       Any:
									return super().get_dummy_input(include_encoder_hidden_states=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				str		)							->       Optional[Any]:
									SCREAMING_SNAKE_CASE__  ,       SCREAMING_SNAKE_CASE__		  =				super().prepare_init_args_and_inputs_for_common()
									SCREAMING_SNAKE_CASE__		  =				32
									return init_dict, inputs_dict



					@unittest.skipIf(torch_device == "mps"   , "MPS result is not consistent"		)
					def 			lowerCAmelCase_					(						self			:				Optional[Any]		)							->       Optional[int]:
									SCREAMING_SNAKE_CASE__		  =				[0.7921, -0.0992, -0.1962, -0.7695, -0.4242, 0.7804, 0.4737, 0.2765, 0.3338]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		SkipDownBlockaD  # noqa F405
					a   	=		"down"



					@property
					def 			lowerCAmelCase_					(						self			:				Union[str, Any]		)							->       Any:
									return super().get_dummy_input(include_skip_sample=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				List[Any]		)							->       Any:
									SCREAMING_SNAKE_CASE__		  =				[-0.0845, -0.2087, -0.2465, 0.0971, 0.1900, -0.0484, 0.2664, 0.4179, 0.5069]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		AttnSkipDownBlockaD  # noqa F405
					a   	=		"down"



					@property
					def 			lowerCAmelCase_					(						self			:				int		)							->       int:
									return super().get_dummy_input(include_skip_sample=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				Dict		)							->       Union[str, Any]:
									SCREAMING_SNAKE_CASE__		  =				[0.5539, 0.1609, 0.4924, 0.0537, -0.1995, 0.4050, 0.0979, -0.2721, -0.0642]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		DownEncoderBlockaD  # noqa F405
					a   	=		"down"



					@property
					def 			lowerCAmelCase_					(						self			:				Tuple		)							->       Optional[int]:
									return super().get_dummy_input(include_temb=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				List[str]		)							->       Tuple:
									SCREAMING_SNAKE_CASE__		  =				{
									    "in_channels": 32,
									    "out_channels": 32,
									}
									SCREAMING_SNAKE_CASE__		  =				self.dummy_input
									return init_dict, inputs_dict



					def 			lowerCAmelCase_					(						self			:				List[Any]		)							->       Dict:
									SCREAMING_SNAKE_CASE__		  =				[1.1102, 0.5302, 0.4872, -0.0023, -0.8042, 0.0483, -0.3489, -0.5632, 0.7626]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		AttnDownEncoderBlockaD  # noqa F405
					a   	=		"down"



					@property
					def 			lowerCAmelCase_					(						self			:				Optional[Any]		)							->       Optional[int]:
									return super().get_dummy_input(include_temb=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				str		)							->       Union[str, Any]:
									SCREAMING_SNAKE_CASE__		  =				{
									    "in_channels": 32,
									    "out_channels": 32,
									}
									SCREAMING_SNAKE_CASE__		  =				self.dummy_input
									return init_dict, inputs_dict



					def 			lowerCAmelCase_					(						self			:				str		)							->       List[Any]:
									SCREAMING_SNAKE_CASE__		  =				[0.8966, -0.1486, 0.8568, 0.8141, -0.9046, -0.1342, -0.0972, -0.7417, 0.1538]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		UNetMidBlockaD  # noqa F405
					a   	=		"mid"



					def 			lowerCAmelCase_					(						self			:				int		)							->       Any:
									SCREAMING_SNAKE_CASE__		  =				{
									    "in_channels": 32,
									    "temb_channels": 128,
									}
									SCREAMING_SNAKE_CASE__		  =				self.dummy_input
									return init_dict, inputs_dict



					def 			lowerCAmelCase_					(						self			:				Union[str, Any]		)							->       Union[str, Any]:
									SCREAMING_SNAKE_CASE__		  =				[-0.1062, 1.7248, 0.3494, 1.4569, -0.0910, -1.2421, -0.9984, 0.6736, 1.0028]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		UNetMidBlockaDCrossAttn  # noqa F405
					a   	=		"mid"



					def 			lowerCAmelCase_					(						self			:				Dict		)							->       Any:
									SCREAMING_SNAKE_CASE__  ,       SCREAMING_SNAKE_CASE__		  =				super().prepare_init_args_and_inputs_for_common()
									SCREAMING_SNAKE_CASE__		  =				32
									return init_dict, inputs_dict



					def 			lowerCAmelCase_					(						self			:				Dict		)							->       List[str]:
									SCREAMING_SNAKE_CASE__		  =				[0.0187, 2.4220, 0.4484, 1.1203, -0.6121, -1.5122, -0.8270, 0.7851, 1.8335]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		UNetMidBlockaDSimpleCrossAttn  # noqa F405
					a   	=		"mid"



					@property
					def 			lowerCAmelCase_					(						self			:				Any		)							->       List[str]:
									return super().get_dummy_input(include_encoder_hidden_states=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				Tuple		)							->       List[Any]:
									SCREAMING_SNAKE_CASE__  ,       SCREAMING_SNAKE_CASE__		  =				super().prepare_init_args_and_inputs_for_common()
									SCREAMING_SNAKE_CASE__		  =				32
									return init_dict, inputs_dict



					def 			lowerCAmelCase_					(						self			:				Dict		)							->       Tuple:
									SCREAMING_SNAKE_CASE__		  =				[0.7143, 1.9974, 0.5448, 1.3977, 0.1282, -1.1237, -1.4238, 0.5530, 0.8880]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		UpBlockaD  # noqa F405
					a   	=		"up"



					@property
					def 			lowerCAmelCase_					(						self			:				Optional[Any]		)							->       Optional[Any]:
									return super().get_dummy_input(include_res_hidden_states_tuple=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				List[str]		)							->       List[str]:
									SCREAMING_SNAKE_CASE__		  =				[-0.2041, -0.4165, -0.3022, 0.0041, -0.6628, -0.7053, 0.1928, -0.0325, 0.0523]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		ResnetUpsampleBlockaD  # noqa F405
					a   	=		"up"



					@property
					def 			lowerCAmelCase_					(						self			:				Optional[Any]		)							->       Optional[int]:
									return super().get_dummy_input(include_res_hidden_states_tuple=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				Optional[Any]		)							->       Tuple:
									SCREAMING_SNAKE_CASE__		  =				[0.2287, 0.3549, -0.1346, 0.4797, -0.1715, -0.9649, 0.7305, -0.5864, -0.6244]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		CrossAttnUpBlockaD  # noqa F405
					a   	=		"up"



					@property
					def 			lowerCAmelCase_					(						self			:				Tuple		)							->       List[Any]:
									return super().get_dummy_input(include_res_hidden_states_tuple=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				List[str]		)							->       str:
									SCREAMING_SNAKE_CASE__  ,       SCREAMING_SNAKE_CASE__		  =				super().prepare_init_args_and_inputs_for_common()
									SCREAMING_SNAKE_CASE__		  =				32
									return init_dict, inputs_dict



					def 			lowerCAmelCase_					(						self			:				Any		)							->       Any:
									SCREAMING_SNAKE_CASE__		  =				[-0.1403, -0.3515, -0.0420, -0.1425, 0.3167, 0.5094, -0.2181, 0.5931, 0.5582]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		SimpleCrossAttnUpBlockaD  # noqa F405
					a   	=		"up"



					@property
					def 			lowerCAmelCase_					(						self			:				Any		)							->       int:
									return super().get_dummy_input(include_res_hidden_states_tuple=_snake_case   , include_encoder_hidden_states=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				str		)							->       Optional[Any]:
									SCREAMING_SNAKE_CASE__  ,       SCREAMING_SNAKE_CASE__		  =				super().prepare_init_args_and_inputs_for_common()
									SCREAMING_SNAKE_CASE__		  =				32
									return init_dict, inputs_dict



					def 			lowerCAmelCase_					(						self			:				Any		)							->       Union[str, Any]:
									SCREAMING_SNAKE_CASE__		  =				[0.2645, 0.1480, 0.0909, 0.8044, -0.9758, -0.9083, 0.0994, -1.1453, -0.7402]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		AttnUpBlockaD  # noqa F405
					a   	=		"up"



					@property
					def 			lowerCAmelCase_					(						self			:				Optional[int]		)							->       Optional[Any]:
									return super().get_dummy_input(include_res_hidden_states_tuple=_snake_case		)



					@unittest.skipIf(torch_device == "mps"   , "MPS result is not consistent"		)
					def 			lowerCAmelCase_					(						self			:				Any		)							->       Tuple:
									SCREAMING_SNAKE_CASE__		  =				[0.0979, 0.1326, 0.0021, 0.0659, 0.2249, 0.0059, 0.1132, 0.5952, 0.1033]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		SkipUpBlockaD  # noqa F405
					a   	=		"up"



					@property
					def 			lowerCAmelCase_					(						self			:				Optional[int]		)							->       Optional[Any]:
									return super().get_dummy_input(include_res_hidden_states_tuple=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				Tuple		)							->       Dict:
									SCREAMING_SNAKE_CASE__		  =				[-0.0893, -0.1234, -0.1506, -0.0332, 0.0123, -0.0211, 0.0566, 0.0143, 0.0362]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		AttnSkipUpBlockaD  # noqa F405
					a   	=		"up"



					@property
					def 			lowerCAmelCase_					(						self			:				Optional[Any]		)							->       Dict:
									return super().get_dummy_input(include_res_hidden_states_tuple=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				Union[str, Any]		)							->       int:
									SCREAMING_SNAKE_CASE__		  =				[0.0361, 0.0617, 0.2787, -0.0350, 0.0342, 0.3421, -0.0843, 0.0913, 0.3015]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		UpDecoderBlockaD  # noqa F405
					a   	=		"up"



					@property
					def 			lowerCAmelCase_					(						self			:				Optional[int]		)							->       List[Any]:
									return super().get_dummy_input(include_temb=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				Optional[int]		)							->       List[str]:
									SCREAMING_SNAKE_CASE__		  =				{"in_channels": 32, "out_channels": 32}

									SCREAMING_SNAKE_CASE__		  =				self.dummy_input
									return init_dict, inputs_dict



					def 			lowerCAmelCase_					(						self			:				str		)							->       Any:
									SCREAMING_SNAKE_CASE__		  =				[0.4404, 0.1998, -0.9886, -0.3320, -0.3128, -0.7034, -0.6955, -0.2338, -0.3137]
									super().test_output(_snake_case		)



class lowerCamelCase		(_SCREAMING_SNAKE_CASE    ,    unittest.TestCase      ):






					'''simple docstring'''


					a   	=		AttnUpDecoderBlockaD  # noqa F405
					a   	=		"up"



					@property
					def 			lowerCAmelCase_					(						self			:				int		)							->       Optional[int]:
									return super().get_dummy_input(include_temb=_snake_case		)



					def 			lowerCAmelCase_					(						self			:				Tuple		)							->       Union[str, Any]:
									SCREAMING_SNAKE_CASE__		  =				{"in_channels": 32, "out_channels": 32}

									SCREAMING_SNAKE_CASE__		  =				self.dummy_input
									return init_dict, inputs_dict



					def 			lowerCAmelCase_					(						self			:				Optional[int]		)							->       Optional[Any]:
									SCREAMING_SNAKE_CASE__		  =				[0.6738, 0.4491, 0.1055, 1.0710, 0.7316, 0.3339, 0.3352, 0.1023, 0.3568]
									super().test_output(_snake_case		)





"""simple docstring"""






from typing import TYPE_CHECKING

from ...utils import _LazyModule


_A   					=    {'processing_wav2vec2_with_lm': ['Wav2Vec2ProcessorWithLM']}


if TYPE_CHECKING:
						from .processing_wavaveca_with_lm import WavaVecaProcessorWithLM
else:
						import sys

						_A   					=    _LazyModule(__name__, globals()['__file__'], _import_structure, module_spec=__spec__)




