



from multiprocessing import Lock, Pipe, Process

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






def  UpperCAmelCase__    (    lowercase__						,       lowercase__						,       lowercase__						,       lowercase__						,       lowercase__						,       lowercase__						,       lowercase__   ) ->      Union[str, Any]:
						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(SCREAMING_SNAKE_CASE_   )
																		process_lock.release()

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

																		# take the lower value since you are on the left
																		__lowercase					=				min(SCREAMING_SNAKE_CASE_						,       SCREAMING_SNAKE_CASE_   )
												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(SCREAMING_SNAKE_CASE_   )
																		process_lock.release()

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

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






def  UpperCAmelCase__    (    lowercase__   ) ->      Tuple:
						__lowercase					=				[]
						__lowercase					=				[]
						# 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
						__lowercase					=				Pipe()
						__lowercase					=				Pipe()
						process_array_.append(
						    Process(
						        target=SCREAMING_SNAKE_CASE_						,       args=(0, arr[0], None, temp_rs, None, temp_rr, result_pipe[0])						,       )   )
						__lowercase					=				temp_rs
						__lowercase					=				temp_rr

						for i in range(1						,       len(SCREAMING_SNAKE_CASE_   ) - 1   ):
												__lowercase					=				Pipe()
												__lowercase					=				Pipe()
												process_array_.append(
												    Process(
												        target=SCREAMING_SNAKE_CASE_						,       args=(i, arr[i], temp_ls, temp_rs, temp_lr, temp_rr, result_pipe[i])						,       )   )
												__lowercase					=				temp_rs
												__lowercase					=				temp_rr

						process_array_.append(
						    Process(
						        target=SCREAMING_SNAKE_CASE_						,       args=(
						            len(SCREAMING_SNAKE_CASE_   ) - 1,
						            arr[len(SCREAMING_SNAKE_CASE_   ) - 1],
						            temp_ls,
						            None,
						            temp_lr,
						            None,
						            result_pipe[len(SCREAMING_SNAKE_CASE_   ) - 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(SCREAMING_SNAKE_CASE_   )   ):
												__lowercase					=				result_pipe[p][0].recv()
												process_array_[p].join()
						return arr






def  UpperCAmelCase__    (    ) ->      List[str]:
						__lowercase					=				list(range(10						,       0						,       -1   )   )
						print("""Initial List"""   )
						print(*SCREAMING_SNAKE_CASE_   )
						__lowercase					=				odd_even_transposition(SCREAMING_SNAKE_CASE_   )
						print("""Sorted List\n"""   )
						print(*SCREAMING_SNAKE_CASE_   )


if __name__ == "__main__":
			main()










from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


UpperCamelCase__ =						logging.get_logger(__name__)

UpperCamelCase__ =						{
    "hustvl/yolos-small": "https://huggingface.co/hustvl/yolos-small/resolve/main/config.json",
    # See all YOLOS models at https://huggingface.co/models?filter=yolos
}
class 			_lowerCAmelCase   ( _UpperCAmelCase			):






			"""simple docstring"""





			lowercase__      :  Union[str, Any]      =			"""yolos"""





			def __init__(				self	:       Optional[int]			,     lowercase	:       Any=768			,     lowercase	:       Tuple=12			,     lowercase	:       Tuple=12			,     lowercase	:       str=3_072			,     lowercase	:       Optional[Any]="gelu"			,     lowercase	:       Union[str, Any]=0.0			,     lowercase	:       Dict=0.0			,     lowercase	:       Optional[int]=0.02			,     lowercase	:       Optional[Any]=1E-1_2			,     lowercase	:       Tuple=[512, 864]			,     lowercase	:       Optional[int]=16			,     lowercase	:       Dict=3			,     lowercase	:       Optional[Any]=True			,     lowercase	:       Optional[int]=100			,     lowercase	:       Optional[int]=True			,     lowercase	:       Any=False			,     lowercase	:       Any=1			,     lowercase	:       Any=5			,     lowercase	:       List[str]=2			,     lowercase	:       Union[str, Any]=5			,     lowercase	:       str=2			,     lowercase	:       Tuple=0.1			,     **lowercase	:       str			,     )						->					Optional[Any]:
									"""simple docstring"""







									super().__init__(**lowercase   )

									__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					=				image_size
									__lowercase					=				patch_size
									__lowercase					=				num_channels
									__lowercase					=				qkv_bias
									__lowercase					=				num_detection_tokens
									__lowercase					=				use_mid_position_embeddings
									__lowercase					=				auxiliary_loss
									# Hungarian matcher
									__lowercase					=				class_cost
									__lowercase					=				bbox_cost
									__lowercase					=				giou_cost
									# Loss coefficients
									__lowercase					=				bbox_loss_coefficient
									__lowercase					=				giou_loss_coefficient
									__lowercase					=				eos_coefficient





class 			_lowerCAmelCase   ( _UpperCAmelCase			):






			"""simple docstring"""





			lowercase__      :  Dict      =			version.parse("""1.11"""			)





			@property
			def 		snake_case__			(				self	:       List[str]   )						->					Mapping[str, Mapping[int, str]]:
									"""simple docstring"""







									return OrderedDict(
									    [
									        ("""pixel_values""", {0: """batch""", 1: """num_channels""", 2: """height""", 3: """width"""}),
									    ]   )





			@property
			def 		snake_case__			(				self	:       int   )						->					float:
									"""simple docstring"""







									return 1E-4







			@property
			def 		snake_case__			(				self	:       Optional[Any]   )						->					int:
									"""simple docstring"""







									return 12





