





'''simple docstring'''

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


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

lowercase__						:      List[str]	=    {
    '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					(   __magic_name__			):






       """simple docstring"""
       _snake_case     :					List[str]						    =   'yolos'





       def __init__(							self       :		str	,			lowerCAmelCase__       :		Optional[int]=768	,			lowerCAmelCase__       :		Tuple=12	,			lowerCAmelCase__       :		int=12	,			lowerCAmelCase__       :		Dict=3072	,			lowerCAmelCase__       :		str="gelu"	,			lowerCAmelCase__       :		Tuple=0.0	,			lowerCAmelCase__       :		str=0.0	,			lowerCAmelCase__       :		Tuple=0.02	,			lowerCAmelCase__       :		Tuple=1e-1_2	,			lowerCAmelCase__       :		int=[512, 864]	,			lowerCAmelCase__       :		Union[str, Any]=16	,			lowerCAmelCase__       :		str=3	,			lowerCAmelCase__       :		Dict=True	,			lowerCAmelCase__       :		Optional[Any]=100	,			lowerCAmelCase__       :		Optional[Any]=True	,			lowerCAmelCase__       :		int=False	,			lowerCAmelCase__       :		Optional[int]=1	,			lowerCAmelCase__       :		List[str]=5	,			lowerCAmelCase__       :		Optional[Any]=2	,			lowerCAmelCase__       :		List[Any]=5	,			lowerCAmelCase__       :		Any=2	,			lowerCAmelCase__       :		str=0.1	,			**lowerCAmelCase__       :		Tuple	,			)   ->					int:

            '''simple docstring'''




            super().__init__(**lowerCAmelCase__					)

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

class     __lowerCAmelCase					(   __magic_name__			):






       """simple docstring"""
       _snake_case     :					Dict						    =   version.parse('1.11'			)





       @property
       def snake_case__						(							self       :		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       :		List[str]					)   ->					float:

            '''simple docstring'''




            return 1e-4







       @property
       def snake_case__						(							self       :		Dict					)   ->					int:

            '''simple docstring'''




            return 12










'''simple docstring'''

import math







def  a__    (    lowercase :					float, lowercase :					float				)		->		float:





     """simple docstring"""

     if initial_intensity < 0:
          raise ValueError('''The value of intensity cannot be negative'''				)
          # handling of negative values of initial intensity
     if angle < 0 or angle > 360:
          raise ValueError('''In Malus Law, the angle is in the range 0-360 degrees'''				)
          # handling of values out of allowed range
     return initial_intensity * (math.cos(math.radians(lowercase				)				) ** 2)


if __name__ == "__main__":
   import doctest

   doctest.testmod(name='malus_law')



