





"""simple docstring"""
from math import pi, sqrt, tan

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float			):




 if side_length < 0:
  raise ValueError('surface_area_cube() only accepts non-negative values'			)
 return 6 * side_length**2

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float			):




 if length < 0 or breadth < 0 or height < 0:
  raise ValueError('surface_area_cuboid() only accepts non-negative values'			)
 return 2 * ((length * breadth) + (breadth * height) + (length * height))

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float			):




 if radius < 0:
  raise ValueError('surface_area_sphere() only accepts non-negative values'			)
 return 4 * pi * radius**2

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float			):




 if radius < 0:
  raise ValueError('surface_area_hemisphere() only accepts non-negative values'			)
 return 3 * pi * radius**2

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float			):




 if radius < 0 or height < 0:
  raise ValueError('surface_area_cone() only accepts non-negative values'			)
 return pi * radius * (radius + (height**2 + radius**2) ** 0.5)

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float			):




 if radius_a < 0 or radius_a < 0 or height < 0:
  raise ValueError(
      'surface_area_conical_frustum() only accepts non-negative values'			)
 lowerCAmelCase    				= (height**2 + (radius_a - radius_a) ** 2) ** 0.5
 return pi * ((slant_height * (radius_a + radius_a)) + radius_a**2 + radius_a**2)

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float			):




 if radius < 0 or height < 0:
  raise ValueError('surface_area_cylinder() only accepts non-negative values'			)
 return 2 * pi * radius * (height + radius)

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float			):




 if torus_radius < 0 or tube_radius < 0:
  raise ValueError('surface_area_torus() only accepts non-negative values'			)
 if torus_radius < tube_radius:
  raise ValueError(
      'surface_area_torus() does not support spindle or self intersecting tori'			)
 return 4 * pow(lowerCamelCase__  ,     2			) * torus_radius * tube_radius

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float			):




 if length < 0 or width < 0:
  raise ValueError('area_rectangle() only accepts non-negative values'			)
 return length * width

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float			):




 if side_length < 0:
  raise ValueError('area_square() only accepts non-negative values'			)
 return side_length**2

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float			):




 if base < 0 or height < 0:
  raise ValueError('area_triangle() only accepts non-negative values'			)
 return (base * height) / 2

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float			):




 if sidea < 0 or sidea < 0 or sidea < 0:
  raise ValueError('area_triangle_three_sides() only accepts non-negative values'			)
 elif sidea + sidea < sidea or sidea + sidea < sidea or sidea + sidea < sidea:
  raise ValueError('Given three sides do not form a triangle'			)
 lowerCAmelCase    				= (sidea + sidea + sidea) / 2
 lowerCAmelCase    				= sqrt(
     semi_perimeter
     * (semi_perimeter - sidea)
     * (semi_perimeter - sidea)
     * (semi_perimeter - sidea)			)
 return area

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float			):




 if base < 0 or height < 0:
  raise ValueError('area_parallelogram() only accepts non-negative values'			)
 return base * height

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float			):




 if basea < 0 or basea < 0 or height < 0:
  raise ValueError('area_trapezium() only accepts non-negative values'			)
 return 1 / 2 * (basea + basea) * height

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float			):




 if radius < 0:
  raise ValueError('area_circle() only accepts non-negative values'			)
 return pi * radius**2

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float			):




 if radius_x < 0 or radius_y < 0:
  raise ValueError('area_ellipse() only accepts non-negative values'			)
 return pi * radius_x * radius_y

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    float  ,     _UpperCAmelCase					:    float			):




 if diagonal_a < 0 or diagonal_a < 0:
  raise ValueError('area_rhombus() only accepts non-negative values'			)
 return 1 / 2 * diagonal_a * diagonal_a

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    int  ,     _UpperCAmelCase					:    float			):




 if not isinstance(lowerCamelCase__  ,     lowerCamelCase__			) or sides < 3:
  raise ValueError(
      'area_reg_polygon() only accepts integers greater than or \\nequal to three as number of sides'			)
 elif length < 0:
  raise ValueError(
      'area_reg_polygon() only accepts non-negative values as \\nlength of a side'			)
 return (sides * length**2) / (4 * tan(pi / sides			))
 return (sides * length**2) / (4 * tan(pi / sides			))


if __name__ == "__main__":
       import doctest

       doctest.testmod(verbose=True)  # verbose so we can see methods missing tests

       print('''[DEMO] Areas of various geometric shapes: \n''')
       print(f'''Rectangle: {area_rectangle(10, 20) = }''')
       print(f'''Square: {area_square(10) = }''')
       print(f'''Triangle: {area_triangle(10, 10) = }''')
       print(f'''Triangle: {area_triangle_three_sides(5, 12, 13) = }''')
       print(f'''Parallelogram: {area_parallelogram(10, 20) = }''')
       print(f'''Rhombus: {area_rhombus(10, 20) = }''')
       print(f'''Trapezium: {area_trapezium(10, 20, 30) = }''')
       print(f'''Circle: {area_circle(20) = }''')
       print(f'''Ellipse: {area_ellipse(10, 20) = }''')
       print('''\nSurface Areas of various geometric shapes: \n''')
       print(f'''Cube: {surface_area_cube(20) = }''')
       print(f'''Cuboid: {surface_area_cuboid(10, 20, 30) = }''')
       print(f'''Sphere: {surface_area_sphere(20) = }''')
       print(f'''Hemisphere: {surface_area_hemisphere(20) = }''')
       print(f'''Cone: {surface_area_cone(10, 20) = }''')
       print(f'''Conical Frustum: {surface_area_conical_frustum(10, 20, 30) = }''')
       print(f'''Cylinder: {surface_area_cylinder(10, 20) = }''')
       print(f'''Torus: {surface_area_torus(20, 10) = }''')
       print(f'''Equilateral Triangle: {area_reg_polygon(3, 10) = }''')
       print(f'''Square: {area_reg_polygon(4, 10) = }''')
       print(f'''Reqular Pentagon: {area_reg_polygon(5, 10) = }''')









from ...configuration_utils import PretrainedConfig
from ...utils import logging


UpperCAmelCase   :    str     =		logging.get_logger(__name__)

UpperCAmelCase   :    List[Any]     =		{
    "facebook/vit-mae-base": "https://huggingface.co/facebook/vit-mae-base/resolve/main/config.json",
    # See all ViT MAE models at https://huggingface.co/models?filter=vit-mae
}







class        __lowercase       (							a_  ):



		"""simple docstring"""

		UpperCamelCase     :					Optional[Any]			       =		"vit_mae"







		def __init__( self		,      A=7_68		,      A=12		,      A=12		,      A=30_72		,      A="gelu"		,      A=0.0		,      A=0.0		,      A=0.02		,      A=1e-1_2		,      A=2_24		,      A=16		,      A=3		,      A=True		,      A=16		,      A=5_12		,      A=8		,      A=20_48		,      A=0.75		,      A=False		,      **A		,      )  -> Dict:







					'''simple docstring'''







					super().__init__(**A	)

					lowerCamelCase    		=  hidden_size
					lowerCamelCase    		=  num_hidden_layers
					lowerCamelCase    		=  num_attention_heads
					lowerCamelCase    		=  intermediate_size
					lowerCamelCase    		=  hidden_act
					lowerCamelCase    		=  hidden_dropout_prob
					lowerCamelCase    		=  attention_probs_dropout_prob
					lowerCamelCase    		=  initializer_range
					lowerCamelCase    		=  layer_norm_eps
					lowerCamelCase    		=  image_size
					lowerCamelCase    		=  patch_size
					lowerCamelCase    		=  num_channels
					lowerCamelCase    		=  qkv_bias
					lowerCamelCase    		=  decoder_num_attention_heads
					lowerCamelCase    		=  decoder_hidden_size
					lowerCamelCase    		=  decoder_num_hidden_layers
					lowerCamelCase    		=  decoder_intermediate_size
					lowerCamelCase    		=  mask_ratio
					lowerCamelCase    		=  norm_pix_loss

