




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_       (					a__						,     unittest.TestCase							):
				__a     :       Union[str, Any]						=     FlaxAutoencoderKL






				@property
				def 		snake_case	(			self ):
							SCREAMING_SNAKE_CASE_   : List[str]					  =      4
							SCREAMING_SNAKE_CASE_   : str					  =      3
							SCREAMING_SNAKE_CASE_   : List[str]					  =      (32, 32)

							SCREAMING_SNAKE_CASE_   : Tuple					  =      jax.random.PRNGKey(0 )
							SCREAMING_SNAKE_CASE_   : str					  =      jax.random.uniform(lowerCAmelCase__      ,((batch_size, num_channels) + sizes) )

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






				def 		snake_case	(			self ):
							SCREAMING_SNAKE_CASE_   : List[str]					  =      {
							    "block_out_channels": [32, 64],
							    "in_channels": 3,
							    "out_channels": 3,
							    "down_block_types": ["DownEncoderBlock2D", "DownEncoderBlock2D"],
							    "up_block_types": ["UpDecoderBlock2D", "UpDecoderBlock2D"],
							    "latent_channels": 4,
							}
							SCREAMING_SNAKE_CASE_   : List[str]					  =      self.dummy_input
							return init_dict, inputs_dict










"""simple docstring"""




from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_flax_available,
    is_tf_available,
    is_tokenizers_available,
    is_torch_available,
    is_vision_available,
)


a		:					Optional[Any]	      =     {
    '''configuration_owlvit''': [
        '''OWLVIT_PRETRAINED_CONFIG_ARCHIVE_MAP''',
        '''OwlViTConfig''',
        '''OwlViTOnnxConfig''',
        '''OwlViTTextConfig''',
        '''OwlViTVisionConfig''',
    ],
    '''processing_owlvit''': ['''OwlViTProcessor'''],
}


try:
		if not is_vision_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		a		:					str	      =     ['''OwlViTFeatureExtractor''']
		a		:					List[Any]	      =     ['''OwlViTImageProcessor''']

try:
		if not is_torch_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		a		:					List[Any]	      =     [
		    '''OWLVIT_PRETRAINED_MODEL_ARCHIVE_LIST''',
		    '''OwlViTModel''',
		    '''OwlViTPreTrainedModel''',
		    '''OwlViTTextModel''',
		    '''OwlViTVisionModel''',
		    '''OwlViTForObjectDetection''',
		]

if TYPE_CHECKING:
		from .configuration_owlvit import (
		    OWLVIT_PRETRAINED_CONFIG_ARCHIVE_MAP,
		    OwlViTConfig,
		    OwlViTOnnxConfig,
		    OwlViTTextConfig,
		    OwlViTVisionConfig,
		)
		from .processing_owlvit import OwlViTProcessor

		try:
				if not is_vision_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .feature_extraction_owlvit import OwlViTFeatureExtractor
				from .image_processing_owlvit import OwlViTImageProcessor

		try:
				if not is_torch_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .modeling_owlvit import (
				    OWLVIT_PRETRAINED_MODEL_ARCHIVE_LIST,
				    OwlViTForObjectDetection,
				    OwlViTModel,
				    OwlViTPreTrainedModel,
				    OwlViTTextModel,
				    OwlViTVisionModel,
				)

else:
		import sys

		a		:					List[str]	      =     _LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)


