
"""simple docstring"""






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


UpperCAmelCase          =							logging.get_logger(__name__)

UpperCAmelCase          =							{
    """ZinengTang/tvlt-base""": """https://huggingface.co/ZinengTang/tvlt-base/blob/main/config.json""",
}



class  lowercase				(   lowercase__						):
			lowercase			     =    '''tvlt'''






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





				"""simple docstring"""


				super().__init__(**SCREAMING_SNAKE_CASE_ )

				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




"""simple docstring"""






def __magic_name__  (							_lowerCamelCase:		int,				_lowerCamelCase:		int )				->	int:

	'''simple docstring'''




	lowerCAmelCase				       =     1.0
	for i in range(1,				r + 1 ):
		ret *= (n + 1 - i) / i
	return round(_lowerCamelCase )




def __magic_name__  (							_lowerCamelCase:		int )				->	int:

	'''simple docstring'''




	return choose(8 + n,				_lowerCamelCase ) + choose(9 + n,				_lowerCamelCase ) - 10




def __magic_name__  (							_lowerCamelCase:		int )				->	int:

	'''simple docstring'''




	return sum(non_bouncy_exact(_lowerCamelCase ) for i in range(1,				n + 1 ) )




def __magic_name__  (							_lowerCamelCase:		int = 100 )				->	int:

	'''simple docstring'''




	return non_bouncy_upto(_lowerCamelCase )


if __name__ == "__main__":
					print(f"""{solution() = }""")


