from __future__ import annotations

from enum import Enum, unique
from typing import TypeVar

# Create a generic variable that can be 'Enum', or any subclass.
lowerCAmelCase__					=				TypeVar('T', bound='Enum')
@unique
class        a_				(		SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      80
 UpperCAmelCase_							=      70
 UpperCAmelCase_							=      60
 UpperCAmelCase_							=      50
 UpperCAmelCase_							=      40
 UpperCAmelCase_							=      30
 UpperCAmelCase_							=      20
 UpperCAmelCase_							=      10






@unique
class        a_				(		SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      24
 UpperCAmelCase_							=      21
 UpperCAmelCase_							=      18
 UpperCAmelCase_							=      15
 UpperCAmelCase_							=      12
 UpperCAmelCase_							=      9
 UpperCAmelCase_							=      6
 UpperCAmelCase_							=      3
 UpperCAmelCase_							=      2
 UpperCAmelCase_							=      1
 UpperCAmelCase_							=      -1
 UpperCAmelCase_							=      -2
 UpperCAmelCase_							=      -3
 UpperCAmelCase_							=      -6
 UpperCAmelCase_							=      -9
 UpperCAmelCase_							=      -12
 UpperCAmelCase_							=      -15
 UpperCAmelCase_							=      -18
 UpperCAmelCase_							=      -21
 UpperCAmelCase_							=      -24




 @classmethod
 def 	__snake_case		(    cls      :						type[T]):







        '''simple docstring'''



        return {unit.name: unit.value for unit in cls if unit.value > 0}




 @classmethod
 def 	__snake_case		(    cls      :						type[T]):







        '''simple docstring'''



        return {unit.name: unit.value for unit in cls if unit.value < 0}






def    __lowerCamelCase	(		lowerCAmelCase__			):
       lowerCAmelCase__  			=      SIUnit.get_positive() if value > 0 else SIUnit.get_negative()
       for name_prefix, value_prefix in prefixes.items():
              lowerCAmelCase__  			=      value / (1_0**value_prefix)
              if numerical_part > 1:
                     return F"""{numerical_part!s} {name_prefix}"""
       return str(lowerCAmelCase__			)






def    __lowerCamelCase	(		lowerCAmelCase__			):
       for prefix in BinaryUnit:
              lowerCAmelCase__  			=      value / (2**prefix.value)
              if numerical_part > 1:
                     return F"""{numerical_part!s} {prefix.name}"""
       return str(lowerCAmelCase__			)


if __name__ == "__main__":
    import doctest

    doctest.testmod()

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
