class        a_				:






 '''simple docstring'''






 def __init__(    self      :						Optional[Any]    ,					lowercase__      :						int):







        '''simple docstring'''



        lowerCAmelCase__  			=      data
        lowerCAmelCase__  			=      42
        lowerCAmelCase__  			=      42






def    __lowerCamelCase	(		lowerCAmelCase__			):
       lowerCAmelCase__  			=      0
       lowerCAmelCase__  			=      x






def    __lowerCamelCase	(		lowerCAmelCase__			,						lowerCAmelCase__			):
       lowerCAmelCase__			,      lowerCAmelCase__  			=      find_set(lowerCAmelCase__			), find_set(lowerCAmelCase__			)
       if x == y:
              return

       elif x.rank > y.rank:
              lowerCAmelCase__  			=      x
       else:
              lowerCAmelCase__  			=      y
              if x.rank == y.rank:
                     y.rank += 1






def    __lowerCamelCase	(		lowerCAmelCase__			):
       if x != x.parent:
              lowerCAmelCase__  			=      find_set(x.parent			)
       return x.parent






def    __lowerCamelCase	(		lowerCAmelCase__			):
       lowerCAmelCase__  			=      ({0, 1, 2}, {3, 4, 5})
       for s in sets:
              if node.data in s:
                     return s
       lowerCAmelCase__  			=      F"""{node.data} is not in {sets}"""
       raise ValueError(lowerCAmelCase__			)






def    __lowerCamelCase	(		):
       lowerCAmelCase__  			=      [Node(lowerCAmelCase__			) for i in range(6			)]
       for v in vertex:
              make_set(lowerCAmelCase__			)

       union_set(vertex[0]			,						vertex[1]			)
       union_set(vertex[1]			,						vertex[2]			)
       union_set(vertex[3]			,						vertex[4]			)
       union_set(vertex[3]			,						vertex[5]			)

       for nodea in vertex:
              for nodea in vertex:
                     if find_python_set(lowerCAmelCase__			).isdisjoint(find_python_set(lowerCAmelCase__			)			):
                            assert find_set(lowerCAmelCase__			) != find_set(lowerCAmelCase__			)
                     else:
                            assert find_set(lowerCAmelCase__			) == find_set(lowerCAmelCase__			)


if __name__ == "__main__":
    test_disjoint_set()

from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowerCAmelCase__					=				logging.get_logger(__name__)

lowerCAmelCase__					=				{
    'ZinengTang/tvlt-base': 'https://huggingface.co/ZinengTang/tvlt-base/blob/main/config.json',
}
class        a_				(		SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      'tvlt'




 def __init__(    self      :						Dict    ,					lowercase__      :						str=224    ,					lowercase__      :						int=2_048    ,					lowercase__      :						int=128    ,					lowercase__      :						Optional[Any]=[16, 16]    ,					lowercase__      :						List[str]=[16, 16]    ,					lowercase__      :						Optional[int]=3    ,					lowercase__      :						Tuple=1    ,					lowercase__      :						Union[str, Any]=8    ,					lowercase__      :						int=768    ,					lowercase__      :						Tuple=12    ,					lowercase__      :						List[str]=12    ,					lowercase__      :						Union[str, Any]=3_072    ,					lowercase__      :						Union[str, Any]="gelu"    ,					lowercase__      :						Dict=0.0    ,					lowercase__      :						Tuple=0.0    ,					lowercase__      :						Union[str, Any]=0.02    ,					lowercase__      :						Any=1e-6    ,					lowercase__      :						Dict=True    ,					lowercase__      :						int=False    ,					lowercase__      :						Tuple=16    ,					lowercase__      :						Optional[int]=512    ,					lowercase__      :						int=8    ,					lowercase__      :						List[Any]=2_048    ,					lowercase__      :						Optional[int]=0.75    ,					lowercase__      :						Union[str, Any]=0.15    ,					lowercase__      :						List[str]="frame-level"    ,					lowercase__      :						Dict=True    ,					lowercase__      :						Tuple=True    ,					lowercase__      :						Any="classification"    ,					**lowercase__      :						Union[str, Any]    ,					):







        '''simple docstring'''



        super().__init__(**lowercase__)

        if audio_mask_type not in ("frame-level", "patch_level"):
               raise ValueError(
                   'audio_mask_type must be one of two acceptable strategies - {\'frame_level\', \'patch-level\') '
                   F"""got {audio_mask_type}""")

        lowerCAmelCase__  			=      image_size
        lowerCAmelCase__  			=      spectrogram_length
        lowerCAmelCase__  			=      frequency_length
        lowerCAmelCase__  			=      image_patch_size
        lowerCAmelCase__  			=      audio_patch_size
        lowerCAmelCase__  			=      num_image_channels
        lowerCAmelCase__  			=      num_audio_channels
        lowerCAmelCase__  			=      num_frames

        lowerCAmelCase__  			=      hidden_size
        lowerCAmelCase__  			=      num_hidden_layers
        lowerCAmelCase__  			=      num_attention_heads
        lowerCAmelCase__  			=      intermediate_size
        lowerCAmelCase__  			=      hidden_act
        lowerCAmelCase__  			=      hidden_dropout_prob
        lowerCAmelCase__  			=      attention_probs_dropout_prob
        lowerCAmelCase__  			=      initializer_range
        lowerCAmelCase__  			=      layer_norm_eps
        lowerCAmelCase__  			=      qkv_bias
        lowerCAmelCase__  			=      use_mean_pooling

        lowerCAmelCase__  			=      decoder_num_attention_heads
        lowerCAmelCase__  			=      decoder_hidden_size
        lowerCAmelCase__  			=      decoder_num_hidden_layers
        lowerCAmelCase__  			=      decoder_intermediate_size
        lowerCAmelCase__  			=      pixel_mask_ratio
        lowerCAmelCase__  			=      audio_mask_ratio
        lowerCAmelCase__  			=      audio_mask_type

        lowerCAmelCase__  			=      task_matching
        lowerCAmelCase__  			=      task_mae
        lowerCAmelCase__  			=      loss_type
