
"""simple docstring"""
def     lowerCamelCase_    (	lowerCamelCase_	,				lowerCamelCase_	,				lowerCamelCase_ )     ->			list[int]:


     '''simple docstring'''
     if hue < 0 or hue > 3_60:
          raise Exception("""hue should be between 0 and 360""" )

     if saturation < 0 or saturation > 1:
          raise Exception("""saturation should be between 0 and 1""" )

     if value < 0 or value > 1:
          raise Exception("""value should be between 0 and 1""" )

     __a:						Any		    =					value * saturation
     __a:						Dict		    =					hue / 60
     __a:						Optional[int]		    =					chroma * (1 - abs(hue_section % 2 - 1 ))
     __a:						str		    =					value - chroma

     if hue_section >= 0 and hue_section <= 1:
          __a:						Tuple		    =					round(2_55 * (chroma + match_value) )
          __a:						Union[str, Any]		    =					round(2_55 * (second_largest_component + match_value) )
          __a:						Optional[Any]		    =					round(2_55 * (match_value) )
     elif hue_section > 1 and hue_section <= 2:
          __a:						Optional[Any]		    =					round(2_55 * (second_largest_component + match_value) )
          __a:						int		    =					round(2_55 * (chroma + match_value) )
          __a:						Tuple		    =					round(2_55 * (match_value) )
     elif hue_section > 2 and hue_section <= 3:
          __a:						Any		    =					round(2_55 * (match_value) )
          __a:						List[Any]		    =					round(2_55 * (chroma + match_value) )
          __a:						Dict		    =					round(2_55 * (second_largest_component + match_value) )
     elif hue_section > 3 and hue_section <= 4:
          __a:						List[Any]		    =					round(2_55 * (match_value) )
          __a:						Tuple		    =					round(2_55 * (second_largest_component + match_value) )
          __a:						str		    =					round(2_55 * (chroma + match_value) )
     elif hue_section > 4 and hue_section <= 5:
          __a:						Any		    =					round(2_55 * (second_largest_component + match_value) )
          __a:						Tuple		    =					round(2_55 * (match_value) )
          __a:						List[str]		    =					round(2_55 * (chroma + match_value) )
     else:
          __a:						Optional[Any]		    =					round(2_55 * (chroma + match_value) )
          __a:						Optional[int]		    =					round(2_55 * (match_value) )
          __a:						Optional[Any]		    =					round(2_55 * (second_largest_component + match_value) )

     return [red, green, blue]


def     lowerCamelCase_    (	lowerCamelCase_	,				lowerCamelCase_	,				lowerCamelCase_ )     ->			list[float]:


     '''simple docstring'''
     if red < 0 or red > 2_55:
          raise Exception("""red should be between 0 and 255""" )

     if green < 0 or green > 2_55:
          raise Exception("""green should be between 0 and 255""" )

     if blue < 0 or blue > 2_55:
          raise Exception("""blue should be between 0 and 255""" )

     __a:						Optional[int]		    =					red / 2_55
     __a:						str		    =					green / 2_55
     __a:						str		    =					blue / 2_55
     __a:						int		    =					max(lowerCamelCase_	,				lowerCamelCase_	,				lowerCamelCase_ )
     __a:						Optional[Any]		    =					value - min(lowerCamelCase_	,				lowerCamelCase_	,				lowerCamelCase_ )
     __a:						int		    =					0 if value == 0 else chroma / value

     if chroma == 0:
          __a:						int		    =					0.0
     elif value == float_red:
          __a:						List[Any]		    =					60 * (0 + (float_green - float_blue) / chroma)
     elif value == float_green:
          __a:						int		    =					60 * (2 + (float_blue - float_red) / chroma)
     else:
          __a:						Dict		    =					60 * (4 + (float_red - float_green) / chroma)

     __a:						List[Any]		    =					(hue + 3_60) % 3_60

     return [hue, saturation, value]




def     lowerCamelCase_    (	lowerCamelCase_	,				lowerCamelCase_ )     ->			bool:


     '''simple docstring'''
     __a:						str		    =					abs(hsv_a[0] - hsv_a[0] ) < 0.2
     __a:						List[str]		    =					abs(hsv_a[1] - hsv_a[1] ) < 0.002
     __a:						Optional[Any]		    =					abs(hsv_a[2] - hsv_a[2] ) < 0.002

     return check_hue and check_saturation and check_value


"""simple docstring"""
from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowercase		:						int =					logging.get_logger(__name__)

lowercase		:						Any =					{
    'facebook/regnet-y-040': 'https://huggingface.co/facebook/regnet-y-040/blob/main/config.json',
}




class    _snake_case  (						_lowercase       ):
							SCREAMING_SNAKE_CASE		     =						'''regnet'''
							SCREAMING_SNAKE_CASE		     =						['''x''', '''y''']






							def __init__(					self						:			Union[str, Any]						, snake_case__						:			Any=3						, snake_case__						:			str=3_2						, snake_case__						:			Tuple=[1_2_8, 1_9_2, 5_1_2, 1_0_8_8]						, snake_case__						:			Union[str, Any]=[2, 6, 1_2, 2]						, snake_case__						:			str=6_4						, snake_case__						:			Optional[int]="y"						, snake_case__						:			Tuple="relu"						, **snake_case__						:			str						, ):






												"""simple docstring"""



												super().__init__(**snake_case__    )
												if layer_type not in self.layer_types:
																	raise ValueError(f"""layer_type={layer_type} is not one of {','.join(self.layer_types    )}"""    )
												__a:						Any		    =					num_channels
												__a:						List[Any]		    =					embedding_size
												__a:						Optional[int]		    =					hidden_sizes
												__a:						Optional[int]		    =					depths
												__a:						Optional[Any]		    =					groups_width
												__a:						Tuple		    =					layer_type
												__a:						str		    =					hidden_act
												# always downsample in the first stage
												__a:						List[str]		    =					True
