


import argparse
import importlib
from pathlib import Path


# Test all the extensions added in the setup
__UpperCamelCase    		=       [
    'kernels/rwkv/wkv_cuda.cu',
    'kernels/rwkv/wkv_op.cpp',
    'kernels/deformable_detr/ms_deform_attn.h',
    'kernels/deformable_detr/cuda/ms_deform_im2col_cuda.cuh',
    'models/graphormer/algos_graphormer.pyx',
]
def        UpperCamelCase_(				_A   :str  )->		Union[str, Any]:

			'''simple docstring'''





			for file in FILES_TO_FIND:
						if not (transformers_path / file).exists():
									return False
			return True


if __name__ == "__main__":
						__UpperCamelCase    		=       argparse.ArgumentParser()
						parser.add_argument('--check_lib', action='store_true', help='Whether to check the build or the actual package.')
						__UpperCamelCase    		=       parser.parse_args()
						if args.check_lib:
												__UpperCamelCase    		=       importlib.import_module('transformers')
												__UpperCamelCase    		=       Path(transformers_module.__file__).parent
						else:
												__UpperCamelCase    		=       Path.cwd() / 'build/lib/transformers'
						if not test_custom_files_are_present(transformers_path):
												raise ValueError('The built release does not contain the custom files. Fix this before going further!')






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__	(							UpperCAmelCase					,	unittest.TestCase      ):






			"""simple docstring"""






			_UpperCamelCase		:					List[str]    =		FlaxAutoencoderKL




			@property
			def 				snake_case__				(							self     ):

						'''simple docstring'''


						UpperCamelCase__					=       4
						UpperCamelCase__					=       3
						UpperCamelCase__					=       (32, 32)

						UpperCamelCase__					=       jax.random.PRNGKey(0     )
						UpperCamelCase__					=       jax.random.uniform(snake_case      ,						((batch_size, num_channels) + sizes)     )

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







			def 				snake_case__				(							self     ):

						'''simple docstring'''


						UpperCamelCase__					=       {
						    "block_out_channels": [32, 64],
						    "in_channels": 3,
						    "out_channels": 3,
						    "down_block_types": ["DownEncoderBlock2D", "DownEncoderBlock2D"],
						    "up_block_types": ["UpDecoderBlock2D", "UpDecoderBlock2D"],
						    "latent_channels": 4,
						}
						UpperCamelCase__					=       self.dummy_input
						return init_dict, inputs_dict


