






'''simple docstring'''







from multiprocessing import Lock, Pipe, Process

# lock used to ensure that two processes do not access a pipe at the same time
_A			:    int					  =Lock()





def 				SCREAMING_SNAKE_CASE_ (UpperCamelCase       ,    UpperCamelCase       ,    UpperCamelCase       ,    UpperCamelCase       ,    UpperCamelCase       ,    UpperCamelCase       ,    UpperCamelCase   )   -> Tuple:
							global process_lock

							# we perform n swaps since after n swaps we know we are sorted
							# we *could* stop early if we are sorted already, but it takes as long to
							# find out we are sorted as it does to sort the list with this algorithm
							for i in range(0       ,    10   ):
														if (i + position) % 2 == 0 and r_send is not None:
																					# send your value to your right neighbor
																					process_lock.acquire()
																					r_send[1].send(UpperCamelCase   )
																					process_lock.release()

																					# receive your right neighbor's value
																					process_lock.acquire()
																					lowerCamelCase__      :			str 						= rr_cv[0].recv()
																					process_lock.release()

																					# take the lower value since you are on the left
																					lowerCamelCase__      :			Optional[Any] 						= min(UpperCamelCase       ,    UpperCamelCase   )
														elif (i + position) % 2 != 0 and l_send is not None:
																					# send your value to your left neighbor
																					process_lock.acquire()
																					l_send[1].send(UpperCamelCase   )
																					process_lock.release()

																					# receive your left neighbor's value
																					process_lock.acquire()
																					lowerCamelCase__      :			int 						= lr_cv[0].recv()
																					process_lock.release()

																					# take the higher value since you are on the right
																					lowerCamelCase__      :			Dict 						= max(UpperCamelCase       ,    UpperCamelCase   )
    # after all swaps are performed, send the values back to main
							result_pipe[1].send(UpperCamelCase   )





def 				SCREAMING_SNAKE_CASE_ (UpperCamelCase   )   -> Any:
							lowerCamelCase__      :			Tuple 						= []
							lowerCamelCase__      :			Optional[Any] 						= []
							# initialize the list of pipes where the values will be retrieved
							for _ in arr:
														result_pipe.append(Pipe()   )
							# creates the processes
							# the first and last process only have one neighbor so they are made outside
							# of the loop
							lowerCamelCase__      :			int 						= Pipe()
							lowerCamelCase__      :			Any 						= Pipe()
							process_array_.append(
							    Process(
							        target=UpperCamelCase       ,    args=(0, arr[0], None, temp_rs, None, temp_rr, result_pipe[0])       ,    )   )
							lowerCamelCase__      :			Any 						= temp_rs
							lowerCamelCase__      :			Optional[Any] 						= temp_rr

							for i in range(1       ,    len(UpperCamelCase   ) - 1   ):
														lowerCamelCase__      :			Dict 						= Pipe()
														lowerCamelCase__      :			str 						= Pipe()
														process_array_.append(
														    Process(
														        target=UpperCamelCase       ,    args=(i, arr[i], temp_ls, temp_rs, temp_lr, temp_rr, result_pipe[i])       ,    )   )
														lowerCamelCase__      :			int 						= temp_rs
														lowerCamelCase__      :			int 						= temp_rr

							process_array_.append(
							    Process(
							        target=UpperCamelCase       ,    args=(
							            len(UpperCamelCase   ) - 1,
							            arr[len(UpperCamelCase   ) - 1],
							            temp_ls,
							            None,
							            temp_lr,
							            None,
							            result_pipe[len(UpperCamelCase   ) - 1],
							        )       ,    )   )

							# start the processes
							for p in process_array_:
														p.start()

							# wait for the processes to end and write their values to the list
							for p in range(0       ,    len(UpperCamelCase   )   ):
														lowerCamelCase__      :			Optional[int] 						= result_pipe[p][0].recv()
														process_array_[p].join()
							return arr





def 				SCREAMING_SNAKE_CASE_ ()   -> Any:
							lowerCamelCase__      :			List[Any] 						= list(range(10       ,    0       ,    -1   )   )
							print("""Initial List"""   )
							print(*UpperCamelCase   )
							lowerCamelCase__      :			int 						= odd_even_transposition(UpperCamelCase   )
							print("""Sorted List\n"""   )
							print(*UpperCamelCase   )


if __name__ == "__main__":
			main()









'''simple docstring'''







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


_A			:    Union[str, Any]					  =logging.get_logger(__name__)

_A			:    List[str]					  ={
    '''MIT/ast-finetuned-audioset-10-10-0.4593''': (
        '''https://huggingface.co/MIT/ast-finetuned-audioset-10-10-0.4593/resolve/main/config.json'''
    ),
}

class _lowercase			(       _lowercase	):
							a          = """audio-spectrogram-transformer"""




							def __init__(							self:       str    ,							UpperCamelCase__:       Any=768    ,							UpperCamelCase__:       Union[str, Any]=12    ,							UpperCamelCase__:       List[Any]=12    ,							UpperCamelCase__:       int=3_072    ,							UpperCamelCase__:       Optional[Any]="gelu"    ,							UpperCamelCase__:       Optional[int]=0.0    ,							UpperCamelCase__:       Tuple=0.0    ,							UpperCamelCase__:       Union[str, Any]=0.02    ,							UpperCamelCase__:       Dict=1e-12    ,							UpperCamelCase__:       List[str]=16    ,							UpperCamelCase__:       List[str]=True    ,							UpperCamelCase__:       Any=10    ,							UpperCamelCase__:       List[str]=10    ,							UpperCamelCase__:       Any=1_024    ,							UpperCamelCase__:       Optional[Any]=128    ,							**UpperCamelCase__:       Union[str, Any]    ,							):
														super().__init__(**UpperCamelCase__  )

														lowerCamelCase__      :			List[Any] 						= hidden_size
														lowerCamelCase__      :			int 						= num_hidden_layers
														lowerCamelCase__      :			List[str] 						= num_attention_heads
														lowerCamelCase__      :			Optional[int] 						= intermediate_size
														lowerCamelCase__      :			List[Any] 						= hidden_act
														lowerCamelCase__      :			List[Any] 						= hidden_dropout_prob
														lowerCamelCase__      :			str 						= attention_probs_dropout_prob
														lowerCamelCase__      :			Dict 						= initializer_range
														lowerCamelCase__      :			List[str] 						= layer_norm_eps
														lowerCamelCase__      :			List[Any] 						= patch_size
														lowerCamelCase__      :			List[str] 						= qkv_bias
														lowerCamelCase__      :			Dict 						= frequency_stride
														lowerCamelCase__      :			List[Any] 						= time_stride
														lowerCamelCase__      :			str 						= max_length
														lowerCamelCase__      :			Dict 						= num_mel_bins

