


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


snake_case_  :     Optional[Any]							  =							logging.get_logger(__name__)

snake_case_  :     Dict							  =							{
    'ZinengTang/tvlt-base': 'https://huggingface.co/ZinengTang/tvlt-base/blob/main/config.json',
}


class   A__							(						lowerCAmelCase__					):
						UpperCAmelCase     =  """tvlt"""




						def __init__(    self   : List[Any]			,      _a   : List[str]=224			,      _a   : Dict=2048			,      _a   : Optional[int]=128			,      _a   : List[Any]=[16, 16]			,      _a   : List[str]=[16, 16]			,      _a   : int=3			,      _a   : List[str]=1			,      _a   : int=8			,      _a   : Dict=768			,      _a   : Optional[Any]=12			,      _a   : Union[str, Any]=12			,      _a   : str=3072			,      _a   : Optional[Any]="gelu"			,      _a   : Any=0.0			,      _a   : int=0.0			,      _a   : Tuple=0.02			,      _a   : Dict=1E-6			,      _a   : List[str]=True			,      _a   : Optional[Any]=False			,      _a   : Tuple=16			,      _a   : int=512			,      _a   : int=8			,      _a   : Optional[Any]=2048			,      _a   : Tuple=0.75			,      _a   : Dict=0.15			,      _a   : List[str]="frame-level"			,      _a   : Dict=True			,      _a   : Tuple=True			,      _a   : List[str]="classification"			,      **_a   : int			,      )							->       str:


										"""simple docstring"""





										super().__init__(**UpperCamelCase__					)

										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}"					)

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

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

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

										_SCREAMING_SNAKE_CASE     					=task_matching
										_SCREAMING_SNAKE_CASE     					=task_mae
										_SCREAMING_SNAKE_CASE     					=loss_type



import math

class   A__							:




						def __init__(    self   : Optional[int]			,      _a   : int			,      _a   : List[Any]			,      _a   : int					)							->       Optional[int]:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE     					=x
										_SCREAMING_SNAKE_CASE     					=y
										_SCREAMING_SNAKE_CASE     					=z




						def __repr__(    self   : List[str]					)							->       str:


										"""simple docstring"""





										return f"Point({self.x}, {self.y}, {self.z})"







def   lowerCamelCase(				a__		,a__):
				return math.sqrt(abs((b.x - a.x) ** 2 + (b.y - a.y) ** 2 + (b.z - a.z) ** 2))


if __name__ == "__main__":
							import doctest

							doctest.testmod()