





"""simple docstring"""
from __future__ import annotations






def  A__    (      UpperCamelCase ,  UpperCamelCase	):
							A		=  0
							A		=  len(UpperCamelCase	) - 1
							while left <= right:
														A		=  (left + right) // 2
														if left == right:
																					if sorted_list[middle] < item:
																												A		=  middle + 1
																					break
														elif sorted_list[middle] < item:
																					A		=  middle + 1
														else:
																					A		=  middle - 1
							sorted_list.insert(UpperCamelCase ,  UpperCamelCase	)
							return sorted_list






def  A__    (      UpperCamelCase ,  UpperCamelCase	):
							A		=  []
							while left and right:
														if left[0][0] < right[0][0]:
																					result.append(left.pop(0	)	)
														else:
																					result.append(right.pop(0	)	)
							return result + left + right






def  A__    (      UpperCamelCase	):
							A		=  len(UpperCamelCase	)
							if length <= 1:
														return list_ad
							A		=  length // 2
							return merge(sortlist_ad(list_ad[:middle]	) ,  sortlist_ad(list_ad[middle:]	)	)






def  A__    (      UpperCamelCase	):

							if len(UpperCamelCase	) <= 1:
														return collection
							A		=  []
							A		=  False
							for i in range(0 ,  len(UpperCamelCase	) ,  2	):
														if i == len(UpperCamelCase	) - 1:
																					A		=  True
														else:
																					if collection[i] < collection[i + 1]:
																												two_paired_list.append([collection[i], collection[i + 1]]	)
																					else:
																												two_paired_list.append([collection[i + 1], collection[i]]	)
							A		=  sortlist_ad(UpperCamelCase	)
							A		=  [i[0] for i in sorted_list_ad]
							result.append(sorted_list_ad[-1][1]	)
							if has_last_odd_item:
														A		=  collection[-1]
														A		=  binary_search_insertion(UpperCamelCase ,  UpperCamelCase	)
							A		=  False
							for i in range(len(UpperCamelCase	) - 1	):
														if result[i] == collection[-1] and has_last_odd_item:
																					A		=  True
														A		=  sorted_list_ad[i][1]
														# If last_odd_item is inserted before the item's index,
														# you should forward index one more.
														if is_last_odd_item_inserted_before_this_index:
																					A		=  result[: i + 2] + binary_search_insertion(result[i + 2 :] ,  UpperCamelCase	)
														else:
																					A		=  result[: i + 1] + binary_search_insertion(result[i + 1 :] ,  UpperCamelCase	)

							return result


if __name__ == "__main__":
		_snake_case					:		Any							=			input('Enter numbers separated by a comma:\n').strip()
		_snake_case					:		Union[str, Any]							=			[int(item) for item in user_input.split(',')]
		print(merge_insertion_sort(unsorted))









"""simple docstring"""
from ...configuration_utils import PretrainedConfig
from ...utils import logging


_snake_case					:		Optional[int]							=			logging.get_logger(__name__)

_snake_case					:		List[Any]							=			{
    'ZinengTang/tvlt-base': 'https://huggingface.co/ZinengTang/tvlt-base/blob/main/config.json',
}






class  _UpperCAmelCase       (     lowercase_			):
					UpperCamelCase								=							'''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					,	):
												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}"		)

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

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

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

												A		=  task_matching
												A		=  task_mae
												A		=  loss_type


