





import torch

from diffusers import DiffusionPipeline

class 							__SCREAMING_SNAKE_CASE       (  _a							):






							def __init__(    self	,			__lowerCAmelCase	,			__lowerCAmelCase	):
														super().__init__()

														self.register_modules(unet=__lowerCAmelCase	,			scheduler=__lowerCAmelCase	)







							def __call__(    self	):
														UpperCamelCase__					  =      torch.randn(
														    (1, self.unet.config.in_channels, self.unet.config.sample_size, self.unet.config.sample_size)	,			)
														UpperCamelCase__					  =      1

														UpperCamelCase__					  =      self.unet(__lowerCAmelCase	,			__lowerCAmelCase	).sample
														UpperCamelCase__					  =      self.scheduler.step(__lowerCAmelCase	,			__lowerCAmelCase	,			__lowerCAmelCase	).prev_sample

														UpperCamelCase__					  =      scheduler_output - scheduler_output + torch.ones_like(__lowerCAmelCase	)

														return result











from __future__ import annotations

from math import pi





def      _UpperCamelCase  (a__ :float ,      a__ :float ,      a__ :float							):






							"""simple docstring"""





							if (inductance, frequency, reactance).count(0							) != 1:
														raise ValueError("""One and only one argument must be 0"""							)
							if inductance < 0:
														raise ValueError("""Inductance cannot be negative"""							)
							if frequency < 0:
														raise ValueError("""Frequency cannot be negative"""							)
							if reactance < 0:
														raise ValueError("""Inductive reactance cannot be negative"""							)
							if inductance == 0:
														return {"inductance": reactance / (2 * pi * frequency)}
							elif frequency == 0:
														return {"frequency": reactance / (2 * pi * inductance)}
							elif reactance == 0:
														return {"reactance": 2 * pi * frequency * inductance}
							else:
														raise ValueError("""Exactly one argument must be 0"""							)


if __name__ == "__main__":
					import doctest

					doctest.testmod()




