
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


__snake_case								=  logging.get_logger(__name__)

__snake_case								=  {
    """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__  (						_UpperCAmelCase  ):
	A__    :   List[Any]				       ="""yolos"""
	def __init__(			self							:   List[str]       ,   UpperCAmelCase_							:   Union[str, Any]=768       ,   UpperCAmelCase_							:   Tuple=12       ,   UpperCAmelCase_							:   Dict=12       ,   UpperCAmelCase_							:   List[str]=3072       ,   UpperCAmelCase_							:   Any="gelu"       ,   UpperCAmelCase_							:   Dict=0.0       ,   UpperCAmelCase_							:   List[Any]=0.0       ,   UpperCAmelCase_							:   Optional[Any]=0.02       ,   UpperCAmelCase_							:   Optional[Any]=1e-1_2       ,   UpperCAmelCase_							:   int=[512, 864]       ,   UpperCAmelCase_							:   str=16       ,   UpperCAmelCase_							:   Optional[Any]=3       ,   UpperCAmelCase_							:   Optional[int]=True       ,   UpperCAmelCase_							:   Any=100       ,   UpperCAmelCase_							:   int=True       ,   UpperCAmelCase_							:   Optional[Any]=False       ,   UpperCAmelCase_							:   Optional[int]=1       ,   UpperCAmelCase_							:   Optional[int]=5       ,   UpperCAmelCase_							:   Tuple=2       ,   UpperCAmelCase_							:   Any=5       ,   UpperCAmelCase_							:   List[str]=2       ,   UpperCAmelCase_							:   Optional[Any]=0.1       ,   **UpperCAmelCase_							:   Optional[Any]       ,   ):
						super().__init__(**UpperCAmelCase_							)

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





class 						lowercase__  (						_UpperCAmelCase  ):
	A__    :   Dict				       =version.parse("""1.11"""  )
	@property
	def      A_				(			self							:   List[Any]							):
						return OrderedDict(
						    [
						        ('pixel_values', {0: 'batch', 1: 'num_channels', 2: 'height', 3: 'width'}),
						    ]							)
	@property
	def      A_				(			self							:   int							):
						return 1e-4





	@property
	def      A_				(			self							:   Optional[int]							):
						return 12







import os
from math import logaa






def 							_lowercase							(     UpperCamelCase_ = "base_exp.txt"		)		->		int:
					'''simple docstring'''


					SCREAMING_SNAKE_CASE__													= 0
					SCREAMING_SNAKE_CASE__													= 0
					for i, line in enumerate(open(os.path.join(os.path.dirname(UpperCamelCase_		)	,	UpperCamelCase_		)		)		):
										SCREAMING_SNAKE_CASE__						, SCREAMING_SNAKE_CASE__													= list(map(UpperCamelCase_	,	line.split(','		)		)		)
										if x * logaa(UpperCamelCase_		) > largest:
															SCREAMING_SNAKE_CASE__													= x * logaa(UpperCamelCase_		)
															SCREAMING_SNAKE_CASE__													= i + 1
					return result


if __name__ == "__main__":
				print(solution())





