

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						:  int									=			logging.get_logger(__name__)

_UpperCAmelCase						:  List[Any]									=			{
    """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 					lowercase							(			lowercase_     ):
				__SCREAMING_SNAKE_CASE   :					Tuple			     =     '''yolos'''




				def __init__(   self ,  snake_case=768 ,  snake_case=12 ,  snake_case=12 ,  snake_case=3072 ,  snake_case="gelu" ,  snake_case=0.0 ,  snake_case=0.0 ,  snake_case=0.02 ,  snake_case=1e-1_2 ,  snake_case=[512, 864] ,  snake_case=16 ,  snake_case=3 ,  snake_case=True ,  snake_case=100 ,  snake_case=True ,  snake_case=False ,  snake_case=1 ,  snake_case=5 ,  snake_case=2 ,  snake_case=5 ,  snake_case=2 ,  snake_case=0.1 ,  **snake_case ,  ):
											super().__init__(**snake_case			)

											snake_case_     							=       hidden_size
											snake_case_     							=       num_hidden_layers
											snake_case_     							=       num_attention_heads
											snake_case_     							=       intermediate_size
											snake_case_     							=       hidden_act
											snake_case_     							=       hidden_dropout_prob
											snake_case_     							=       attention_probs_dropout_prob
											snake_case_     							=       initializer_range
											snake_case_     							=       layer_norm_eps
											snake_case_     							=       image_size
											snake_case_     							=       patch_size
											snake_case_     							=       num_channels
											snake_case_     							=       qkv_bias
											snake_case_     							=       num_detection_tokens
											snake_case_     							=       use_mid_position_embeddings
											snake_case_     							=       auxiliary_loss
											# Hungarian matcher
											snake_case_     							=       class_cost
											snake_case_     							=       bbox_cost
											snake_case_     							=       giou_cost
											# Loss coefficients
											snake_case_     							=       bbox_loss_coefficient
											snake_case_     							=       giou_loss_coefficient
											snake_case_     							=       eos_coefficient







class 					lowercase							(			lowercase_     ):
				__SCREAMING_SNAKE_CASE   :					List[Any]			     =     version.parse('''1.11'''     )




				@property
				def        a				(   self			):
											return OrderedDict(
											    [
											        ('pixel_values', {0: 'batch', 1: 'num_channels', 2: 'height', 3: 'width'}),
											    ]			)




				@property
				def        a				(   self			):
											return 1e-4




				@property
				def        a				(   self			):
											return 12







import string





def    __lowerCamelCase      (					UpperCamelCase__ ):







							'''simple docstring'''






							snake_case_     							=       ''
							for i in sequence:
														snake_case_     							=       ord(UpperCamelCase__ )
														if 65 <= extract <= 90:
																					output += chr(155 - extract )
														elif 97 <= extract <= 122:
																					output += chr(219 - extract )
														else:
																					output += i
							return output





def    __lowerCamelCase      (					UpperCamelCase__ ):







							'''simple docstring'''






							snake_case_     							=       string.ascii_letters
							snake_case_     							=       string.ascii_lowercase[::-1] + string.ascii_uppercase[::-1]
							return "".join(
							    letters_reversed[letters.index(UpperCamelCase__ )] if c in letters else c for c in sequence )





def    __lowerCamelCase      (					):







							'''simple docstring'''






							from timeit import timeit

							print('Running performance benchmarks...' )
							snake_case_     							=       'from string import printable ; from __main__ import atbash, atbash_slow'
							print(F'''> atbash_slow(): {timeit("atbash_slow(printable)"  ,				setup=UpperCamelCase__ )} seconds''' )
							print(F'''>      atbash(): {timeit("atbash(printable)"  ,				setup=UpperCamelCase__ )} seconds''' )


if __name__ == "__main__":
					for example in ("ABCDEFGH", "123GGjj", "testStringtest", "with space"):
										print(F'''{example} encrypted in atbash: {atbash(example)}''')
					benchmark()




