



'''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 	__magic_name__						(    _UpperCamelCase			,						unittest.TestCase   ):
							lowerCAmelCase       :    Optional[int]   				=					FlaxAutoencoderKL







							@property
							def 							__lowercase			(							self					:       str		):
									_a     :      Dict        =							4
									_a     :      Dict        =							3
									_a     :      str        =							(32, 32)

									_a     :      Tuple        =							jax.random.PRNGKey(0		)
									_a     :      List[str]        =							jax.random.uniform(_UpperCAmelCase	,((batch_size, num_channels) + sizes)		)

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







							def 							__lowercase			(							self					:       Tuple		):
									_a     :      Any        =							{
									    '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     :      Any        =							self.dummy_input
									return init_dict, inputs_dict








"""simple docstring"""


def _lowerCamelCase	(		_UpperCamelCase      ):

			'''simple docstring'''




			__lowerCAmelCase				    =			False
			while is_sorted is False:  # Until all the indices are traversed keep looping
						__lowerCAmelCase				    =			True
						for i in range(0    , len(_UpperCamelCase      ) - 1    , 2      ):  # iterating over all even indices
									if input_list[i] > input_list[i + 1]:
												__lowerCAmelCase    ,	__lowerCAmelCase				    =			input_list[i + 1], input_list[i]
												# swapping if elements not in order
												__lowerCAmelCase				    =			False

						for i in range(1    , len(_UpperCamelCase      ) - 1    , 2      ):  # iterating over all odd indices
									if input_list[i] > input_list[i + 1]:
												__lowerCAmelCase    ,	__lowerCAmelCase				    =			input_list[i + 1], input_list[i]
												# swapping if elements not in order
												__lowerCAmelCase				    =			False
			return input_list


if __name__ == "__main__":
	print("Enter list to be sorted")
	A     :   Union[str, Any]			    =			[int(x) for x in input().split()]
	# inputing elements of the list in one line
	A     :   str			    =			odd_even_sort(input_list)
	print("The sorted list is")
	print(sorted_list)




