
'''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   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						DownBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'down'

							def 	lowercase							(self  )					->       Dict:
														_snake_case       =  [-0.0232, -0.9869, 0.8054, -0.0637, -0.1688, -1.4264, 0.4470, -1.3394, 0.0904]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						ResnetDownsampleBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'down'

							def 	lowercase							(self  )					->       List[str]:
														_snake_case       =  [0.0710, 0.2410, -0.7320, -1.0757, -1.1343, 0.3540, -0.0133, -0.2576, 0.0948]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						AttnDownBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'down'

							def 	lowercase							(self  )					->       int:
														_snake_case       =  [0.0636, 0.8964, -0.6234, -1.0131, 0.0844, 0.4935, 0.3437, 0.0911, -0.2957]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						CrossAttnDownBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'down'

							def 	lowercase							(self  )					->       Tuple:
														_snake_case,							_snake_case       =  super().prepare_init_args_and_inputs_for_common()
														_snake_case       =  32
														return init_dict, inputs_dict





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


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						SimpleCrossAttnDownBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'down'

							@property
							def 	lowercase							(self  )					->       Union[str, Any]:
														return super().get_dummy_input(include_encoder_hidden_states=lowercase__  )

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





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


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						SkipDownBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'down'

							@property
							def 	lowercase							(self  )					->       Optional[int]:
														return super().get_dummy_input(include_skip_sample=lowercase__  )





							def 	lowercase							(self  )					->       Tuple:
														_snake_case       =  [-0.0845, -0.2087, -0.2465, 0.0971, 0.1900, -0.0484, 0.2664, 0.4179, 0.5069]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						AttnSkipDownBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'down'

							@property
							def 	lowercase							(self  )					->       List[str]:
														return super().get_dummy_input(include_skip_sample=lowercase__  )





							def 	lowercase							(self  )					->       int:
														_snake_case       =  [0.5539, 0.1609, 0.4924, 0.0537, -0.1995, 0.4050, 0.0979, -0.2721, -0.0642]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						DownEncoderBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'down'

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

							def 	lowercase							(self  )					->       Any:
														_snake_case       =  {
														    """in_channels""": 32,
														    """out_channels""": 32,
														}
														_snake_case       =  self.dummy_input
														return init_dict, inputs_dict





							def 	lowercase							(self  )					->       Optional[int]:
														_snake_case       =  [1.1102, 0.5302, 0.4872, -0.0023, -0.8042, 0.0483, -0.3489, -0.5632, 0.7626]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						AttnDownEncoderBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'down'

							@property
							def 	lowercase							(self  )					->       Any:
														return super().get_dummy_input(include_temb=lowercase__  )

							def 	lowercase							(self  )					->       List[Any]:
														_snake_case       =  {
														    """in_channels""": 32,
														    """out_channels""": 32,
														}
														_snake_case       =  self.dummy_input
														return init_dict, inputs_dict





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


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						UNetMidBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'mid'

							def 	lowercase							(self  )					->       Optional[int]:
														_snake_case       =  {
														    """in_channels""": 32,
														    """temb_channels""": 128,
														}
														_snake_case       =  self.dummy_input
														return init_dict, inputs_dict





							def 	lowercase							(self  )					->       Dict:
														_snake_case       =  [-0.1062, 1.7248, 0.3494, 1.4569, -0.0910, -1.2421, -0.9984, 0.6736, 1.0028]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						UNetMidBlockaDCrossAttn  # noqa F405
							lowerCAmelCase_ 						=						'mid'

							def 	lowercase							(self  )					->       str:
														_snake_case,							_snake_case       =  super().prepare_init_args_and_inputs_for_common()
														_snake_case       =  32
														return init_dict, inputs_dict





							def 	lowercase							(self  )					->       int:
														_snake_case       =  [0.0187, 2.4220, 0.4484, 1.1203, -0.6121, -1.5122, -0.8270, 0.7851, 1.8335]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						UNetMidBlockaDSimpleCrossAttn  # noqa F405
							lowerCAmelCase_ 						=						'mid'

							@property
							def 	lowercase							(self  )					->       List[str]:
														return super().get_dummy_input(include_encoder_hidden_states=lowercase__  )

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





							def 	lowercase							(self  )					->       Optional[Any]:
														_snake_case       =  [0.7143, 1.9974, 0.5448, 1.3977, 0.1282, -1.1237, -1.4238, 0.5530, 0.8880]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						UpBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'up'

							@property
							def 	lowercase							(self  )					->       List[str]:
														return super().get_dummy_input(include_res_hidden_states_tuple=lowercase__  )





							def 	lowercase							(self  )					->       Union[str, Any]:
														_snake_case       =  [-0.2041, -0.4165, -0.3022, 0.0041, -0.6628, -0.7053, 0.1928, -0.0325, 0.0523]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						ResnetUpsampleBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'up'

							@property
							def 	lowercase							(self  )					->       Any:
														return super().get_dummy_input(include_res_hidden_states_tuple=lowercase__  )





							def 	lowercase							(self  )					->       Optional[int]:
														_snake_case       =  [0.2287, 0.3549, -0.1346, 0.4797, -0.1715, -0.9649, 0.7305, -0.5864, -0.6244]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						CrossAttnUpBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'up'

							@property
							def 	lowercase							(self  )					->       Any:
														return super().get_dummy_input(include_res_hidden_states_tuple=lowercase__  )

							def 	lowercase							(self  )					->       int:
														_snake_case,							_snake_case       =  super().prepare_init_args_and_inputs_for_common()
														_snake_case       =  32
														return init_dict, inputs_dict





							def 	lowercase							(self  )					->       Optional[int]:
														_snake_case       =  [-0.1403, -0.3515, -0.0420, -0.1425, 0.3167, 0.5094, -0.2181, 0.5931, 0.5582]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						SimpleCrossAttnUpBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'up'

							@property
							def 	lowercase							(self  )					->       Optional[int]:
														return super().get_dummy_input(include_res_hidden_states_tuple=lowercase__  ,  include_encoder_hidden_states=lowercase__  )

							def 	lowercase							(self  )					->       Optional[int]:
														_snake_case,							_snake_case       =  super().prepare_init_args_and_inputs_for_common()
														_snake_case       =  32
														return init_dict, inputs_dict





							def 	lowercase							(self  )					->       List[str]:
														_snake_case       =  [0.2645, 0.1480, 0.0909, 0.8044, -0.9758, -0.9083, 0.0994, -1.1453, -0.7402]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						AttnUpBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'up'

							@property
							def 	lowercase							(self  )					->       Tuple:
														return super().get_dummy_input(include_res_hidden_states_tuple=lowercase__  )





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


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						SkipUpBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'up'

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





							def 	lowercase							(self  )					->       str:
														_snake_case       =  [-0.0893, -0.1234, -0.1506, -0.0332, 0.0123, -0.0211, 0.0566, 0.0143, 0.0362]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						AttnSkipUpBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'up'

							@property
							def 	lowercase							(self  )					->       Optional[int]:
														return super().get_dummy_input(include_res_hidden_states_tuple=lowercase__  )





							def 	lowercase							(self  )					->       str:
														_snake_case       =  [0.0361, 0.0617, 0.2787, -0.0350, 0.0342, 0.3421, -0.0843, 0.0913, 0.3015]
														super().test_output(lowercase__  )


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						UpDecoderBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'up'

							@property
							def 	lowercase							(self  )					->       Dict:
														return super().get_dummy_input(include_temb=lowercase__  )

							def 	lowercase							(self  )					->       Any:
														_snake_case       =  {"""in_channels""": 32, """out_channels""": 32}

														_snake_case       =  self.dummy_input
														return init_dict, inputs_dict





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


class       _lowerCAmelCase   (   lowerCamelCase__					,							unittest.TestCase				):







							'''simple docstring'''

							lowerCAmelCase_ 						=						AttnUpDecoderBlockaD  # noqa F405
							lowerCAmelCase_ 						=						'up'

							@property
							def 	lowercase							(self  )					->       int:
														return super().get_dummy_input(include_temb=lowercase__  )

							def 	lowercase							(self  )					->       Tuple:
														_snake_case       =  {"""in_channels""": 32, """out_channels""": 32}

														_snake_case       =  self.dummy_input
														return init_dict, inputs_dict





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

'''simple docstring'''
import qiskit






def  __SCREAMING_SNAKE_CASE				(  _SCREAMING_SNAKE_CASE							, _SCREAMING_SNAKE_CASE				):
							_snake_case       =  qiskit.Aer.get_backend("""aer_simulator"""				)

							# Create a Quantum Circuit acting on the q register
							_snake_case       =  qiskit.QuantumCircuit(_SCREAMING_SNAKE_CASE							, _SCREAMING_SNAKE_CASE				)

							# Apply X (NOT) Gate to Qubits 0 & 1
							circuit.x(0				)
							circuit.x(1				)

							# Map the quantum measurement to the classical bits
							circuit.measure([0, 1]							, [0, 1]				)

							# Execute the circuit on the qasm simulator
							_snake_case       =  qiskit.execute(_SCREAMING_SNAKE_CASE							, _SCREAMING_SNAKE_CASE							, shots=1000				)

							# Return the histogram data of the results of the experiment.
							return job.result().get_counts(_SCREAMING_SNAKE_CASE				)


if __name__ == "__main__":
				__lowerCAmelCase												=	single_qubit_measure(2, 2)
				print(f'''Total count for various states are: {counts}''')