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


SCREAMING_SNAKE_CASE__							=    logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__							=    {
    'ZinengTang/tvlt-base': 'https://huggingface.co/ZinengTang/tvlt-base/blob/main/config.json',
}
class      A__       (						lowercase_    ):
							lowerCAmelCase__		:						Any         =							"tvlt"





							def __init__(			self  :       Dict					,			_UpperCAmelCase  :       Tuple=2_24					,			_UpperCAmelCase  :       Dict=20_48					,			_UpperCAmelCase  :       Optional[Any]=1_28					,			_UpperCAmelCase  :       Optional[int]=[16, 16]					,			_UpperCAmelCase  :       Any=[16, 16]					,			_UpperCAmelCase  :       List[str]=3					,			_UpperCAmelCase  :       str=1					,			_UpperCAmelCase  :       List[str]=8					,			_UpperCAmelCase  :       str=7_68					,			_UpperCAmelCase  :       List[str]=12					,			_UpperCAmelCase  :       Tuple=12					,			_UpperCAmelCase  :       Union[str, Any]=30_72					,			_UpperCAmelCase  :       List[Any]="gelu"					,			_UpperCAmelCase  :       List[str]=0.0					,			_UpperCAmelCase  :       Union[str, Any]=0.0					,			_UpperCAmelCase  :       List[str]=0.02					,			_UpperCAmelCase  :       Dict=1e-6					,			_UpperCAmelCase  :       Any=True					,			_UpperCAmelCase  :       List[str]=False					,			_UpperCAmelCase  :       str=16					,			_UpperCAmelCase  :       List[str]=5_12					,			_UpperCAmelCase  :       int=8					,			_UpperCAmelCase  :       int=20_48					,			_UpperCAmelCase  :       int=0.75					,			_UpperCAmelCase  :       Tuple=0.15					,			_UpperCAmelCase  :       Optional[Any]="frame-level"					,			_UpperCAmelCase  :       int=True					,			_UpperCAmelCase  :       str=True					,			_UpperCAmelCase  :       Tuple="classification"					,			**_UpperCAmelCase  :       Any					,			)						->		List[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}"""    )

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

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

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

											__lowercase								= task_matching
											__lowercase								= task_mae
											__lowercase								= loss_type







from __future__ import annotations

from enum import Enum
class      A__       (						lowerCAmelCase__    ):
							lowerCAmelCase__		:						Dict         =							24
							lowerCAmelCase__		:						Dict         =							21
							lowerCAmelCase__		:						Union[str, Any]         =							18
							lowerCAmelCase__		:						Dict         =							15
							lowerCAmelCase__		:						Any         =							12
							lowerCAmelCase__		:						Union[str, Any]         =							9
							lowerCAmelCase__		:						Any         =							6
							lowerCAmelCase__		:						Optional[Any]         =							3
							lowerCAmelCase__		:						Union[str, Any]         =							2
							lowerCAmelCase__		:						List[Any]         =							1
							lowerCAmelCase__		:						Optional[Any]         =							-1
							lowerCAmelCase__		:						Tuple         =							-2
							lowerCAmelCase__		:						Dict         =							-3
							lowerCAmelCase__		:						Union[str, Any]         =							-6
							lowerCAmelCase__		:						Any         =							-9
							lowerCAmelCase__		:						Union[str, Any]         =							-12
							lowerCAmelCase__		:						str         =							-15
							lowerCAmelCase__		:						Optional[int]         =							-18
							lowerCAmelCase__		:						Any         =							-21
							lowerCAmelCase__		:						Any         =							-24






class      A__       (						lowerCAmelCase__    ):
							lowerCAmelCase__		:						Tuple         =							8
							lowerCAmelCase__		:						Union[str, Any]         =							7
							lowerCAmelCase__		:						Optional[Any]         =							6
							lowerCAmelCase__		:						Tuple         =							5
							lowerCAmelCase__		:						Optional[int]         =							4
							lowerCAmelCase__		:						Optional[int]         =							3
							lowerCAmelCase__		:						Optional[int]         =							2
							lowerCAmelCase__		:						Any         =							1






def 							__SCREAMING_SNAKE_CASE       (		SCREAMING_SNAKE_CASE	:				float   ,							SCREAMING_SNAKE_CASE	:				str | SIUnit   ,							SCREAMING_SNAKE_CASE	:				str | SIUnit   ,							)					->						float:
				if isinstance(SCREAMING_SNAKE_CASE   ,							SCREAMING_SNAKE_CASE      ):
								__lowercase								= SIUnit[known_prefix.lower()]
				if isinstance(SCREAMING_SNAKE_CASE   ,							SCREAMING_SNAKE_CASE      ):
								__lowercase								= SIUnit[unknown_prefix.lower()]
				__lowercase								= known_amount * (
				    10 ** (known_prefix.value - unknown_prefix.value)
				)
				return unknown_amount




def 							__SCREAMING_SNAKE_CASE       (		SCREAMING_SNAKE_CASE	:				float   ,							SCREAMING_SNAKE_CASE	:				str | BinaryUnit   ,							SCREAMING_SNAKE_CASE	:				str | BinaryUnit   ,							)					->						float:
				if isinstance(SCREAMING_SNAKE_CASE   ,							SCREAMING_SNAKE_CASE      ):
								__lowercase								= BinaryUnit[known_prefix.lower()]
				if isinstance(SCREAMING_SNAKE_CASE   ,							SCREAMING_SNAKE_CASE      ):
								__lowercase								= BinaryUnit[unknown_prefix.lower()]
				__lowercase								= known_amount * (
				    2 ** ((known_prefix.value - unknown_prefix.value) * 10)
				)
				return unknown_amount


if __name__ == "__main__":
							import doctest

							doctest.testmod()





