
"""simple docstring"""


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  lowerCAmelCase_ (					_lowercase						,    unittest.TestCase			):



						'''simple docstring'''


						_lowerCamelCase:			Dict					=			FlaxAutoencoderKL


						@property
						def   _SCREAMING_SNAKE_CASE					(       self   :					str					)   ->      Optional[int]:
							A        =      4
							A        =      3
							A        =      (32, 32)

							A        =      jax.random.PRNGKey(0					)
							A        =      jax.random.uniform(A_     ,((batch_size, num_channels) + sizes)					)

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




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




from __future__ import annotations

from typing import Any





def      __snake_case	(			_UpperCAmelCase				):
    if not postfix_notation:
        return 0

    __a						       =				{'''+''', '''-''', '''*''', '''/'''}
    __a						       =				[]

    for token in postfix_notation:
        if token in operations:
            __a       ,   __a						       =				stack.pop(), stack.pop()
            if token == "+":
                stack.append(a + b				)
            elif token == "-":
                stack.append(a - b				)
            elif token == "*":
                stack.append(a * b				)
            else:
                if a * b < 0 and a % b != 0:
                    stack.append(a // b + 1				)
                else:
                    stack.append(a // b				)
        else:
            stack.append(int(_UpperCAmelCase				)				)

    return stack.pop()


if __name__ == "__main__":
 import doctest

 doctest.testmod()





