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


__magic_name__     :     List[str]  							=					logging.get_logger(__name__)

__magic_name__     :     Optional[Any]  							=					{
    """ZinengTang/tvlt-base""": """https://huggingface.co/ZinengTang/tvlt-base/blob/main/config.json""",
}





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



       """simple docstring"""
       super().__init__(**__lowerCamelCase	)

       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







from __future__ import annotations

from collections.abc import Iterator
from typing import Any





class 						SCREAMING_SNAKE_CASE__		:
     def __init__(	self  :		int					,	__lowerCamelCase  :		Any	):



       """simple docstring"""
       lowerCAmelCase__								=			data
       lowerCAmelCase__								=			None



     def __str__(	self  :		int	):



       """simple docstring"""
       return F"""{self.data}"""





class 						SCREAMING_SNAKE_CASE__		:
     def __init__(	self  :		Union[str, Any]	):



       """simple docstring"""
       lowerCAmelCase__								=			None
       lowerCAmelCase__								=			None
     def __iter__(	self  :		List[Any]	):



       """simple docstring"""
       lowerCAmelCase__								=			self.front
       while node:
         yield node.data
         lowerCAmelCase__								=			node.next
     def __len__(	self  :		int	):



       """simple docstring"""
       return len(tuple(iter(self	)	)	)
     def __str__(	self  :		Optional[int]	):



       """simple docstring"""
       return " <- ".join(str(__lowerCamelCase	) for item in self	)
     def 					A__			(	self  :		Tuple	):



       """simple docstring"""
       return len(self	) == 0
     def 					A__			(	self  :		str					,	__lowerCamelCase  :		Any	):



       """simple docstring"""
       lowerCAmelCase__								=			Node(__lowerCamelCase	)
       if self.is_empty():
         lowerCAmelCase__								=			lowerCAmelCase__								=			node
       else:
         assert isinstance(self.rear					,	__lowerCamelCase	)
         lowerCAmelCase__								=			node
         lowerCAmelCase__								=			node
     def 					A__			(	self  :		Optional[Any]	):



       """simple docstring"""
       if self.is_empty():
         raise IndexError('''dequeue from empty queue'''	)
       assert isinstance(self.front					,	__lowerCamelCase	)
       lowerCAmelCase__								=			self.front
       lowerCAmelCase__								=			self.front.next
       if self.front is None:
         lowerCAmelCase__								=			None
       return node.data



     def 					A__			(	self  :		Tuple	):



       """simple docstring"""
       lowerCAmelCase__								=			lowerCAmelCase__								=			None


if __name__ == "__main__":
      from doctest import testmod

      testmod()

