



import unittest

from diffusers import FlaxAutoencoderKL
from diffusers.utils import is_flax_available
from diffusers.utils.testing_utils import require_flax

from .test_modeling_common_flax import FlaxModelTesterMixin


if is_flax_available():
				import jax

@require_flax
class 				snake_case__(a_    ,      unittest.TestCase      ):

					"""simple docstring"""






					lowercase_								=		FlaxAutoencoderKL







					@property
					def 			snake_case					(							self :     int					):
									lowercase__					:   Dict													=					4
									lowercase__					:   Optional[Any]													=					3
									lowercase__					:   Optional[int]													=					(32, 32)

									lowercase__					:   str													=					jax.random.PRNGKey(0					)
									lowercase__					:   Optional[int]													=					jax.random.uniform(lowercase_				,       ((batch_size, num_channels) + sizes)					)

									return {"sample": image, "prng_key": prng_key}







					def 			snake_case					(							self :     Union[str, Any]					):
									lowercase__					:   int													=					{
									    '''block_out_channels''': [32, 64],
									    '''in_channels''': 3,
									    '''out_channels''': 3,
									    '''down_block_types''': ['''DownEncoderBlock2D''', '''DownEncoderBlock2D'''],
									    '''up_block_types''': ['''UpDecoderBlock2D''', '''UpDecoderBlock2D'''],
									    '''latent_channels''': 4,
									}
									lowercase__					:   Union[str, Any]													=					self.dummy_input
									return init_dict, inputs_dict









from __future__ import annotations

from math import pi

# Define the Reduced Planck Constant ℏ (H bar), speed of light C, value of
# Pi and the function
lowerCAmelCase__					  =  1.054571817e-34  # unit of ℏ : J * s

lowerCAmelCase__					  =  3e8  # unit of c : m * s^-1


def  __lowerCamelCase (       lowerCamelCase__					,			lowerCamelCase__					,			lowerCamelCase__						):

				"""simple docstring"""


				if (force, area, distance).count(0						) != 1:
								raise ValueError("One and only one argument must be 0"						)
				if force < 0:
								raise ValueError("Magnitude of force can not be negative"						)
				if distance < 0:
								raise ValueError("Distance can not be negative"						)
				if area < 0:
								raise ValueError("Area can not be negative"						)
				if force == 0:
								lowercase__					:   Optional[Any]													=					(REDUCED_PLANCK_CONSTANT * SPEED_OF_LIGHT * pi**2 * area) / (
								    240 * (distance) ** 4
								)
								return {"force": force}
				elif area == 0:
								lowercase__					:   str													=					(240 * force * (distance) ** 4) / (
								    REDUCED_PLANCK_CONSTANT * SPEED_OF_LIGHT * pi**2
								)
								return {"area": area}
				elif distance == 0:
								lowercase__					:   Tuple													=					(
								    (REDUCED_PLANCK_CONSTANT * SPEED_OF_LIGHT * pi**2 * area) / (240 * force)
								) ** (1 / 4)
								return {"distance": distance}
				raise ValueError("One and only one argument must be 0"						)


# Run doctest
if __name__ == "__main__":
				import doctest

				doctest.testmod()




