


from math import pi, sqrt, tan




def     __SCREAMING_SNAKE_CASE							(       lowercase_      )		->     float:




						'''simple docstring'''







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




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







						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							(       lowercase_      )		->     float:




						'''simple docstring'''







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




def     __SCREAMING_SNAKE_CASE							(       lowercase_      )		->     float:




						'''simple docstring'''







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




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







						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							(       lowercase_      ,       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







						if radius_a < 0 or radius_a < 0 or height < 0:
												raise ValueError(
												    '''surface_area_conical_frustum() only accepts non-negative values'''      )
						__UpperCAmelCase			:							Union[str, Any]	    =	(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							(       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







						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							(       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







						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(_UpperCAmelCase      ,       2      ) * torus_radius * tube_radius




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







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




def     __SCREAMING_SNAKE_CASE							(       lowercase_      )		->     float:




						'''simple docstring'''







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




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







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




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







						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'''      )
						__UpperCAmelCase			:							str	    =	(sidea + sidea + sidea) / 2
						__UpperCAmelCase			:							Optional[int]	    =	sqrt(
						    semi_perimeter
						    * (semi_perimeter - sidea)
						    * (semi_perimeter - sidea)
						    * (semi_perimeter - sidea)      )
						return area




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







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




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







						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							(       lowercase_      )		->     float:




						'''simple docstring'''







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




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







						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							(       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







						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							(       lowercase_      ,       lowercase_      )		->     float:




						'''simple docstring'''







						if not isinstance(_UpperCAmelCase      ,       _UpperCAmelCase      ) or sides < 3:
												raise ValueError(
												    '''area_reg_polygon() only accepts integers greater than or \
equal to three as number of sides'''      )
						elif length < 0:
												raise ValueError(
												    '''area_reg_polygon() only accepts non-negative values as \
length 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) = }')






'''simple docstring'''





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


A__    :   Optional[Any]           =					logging.get_logger(__name__)

A__    :   List[str]           =					{
    '''microsoft/cvt-13''': '''https://huggingface.co/microsoft/cvt-13/resolve/main/config.json''',
    # See all Cvt models at https://huggingface.co/models?filter=cvt
}



class  snake_case__						(    SCREAMING_SNAKE_CASE_				):
 A__				= '''cvt'''
 def __init__(   self						:							Optional[Any]      ,     __a						:							Union[str, Any]=3      ,     __a						:							List[Any]=[7, 3, 3]      ,     __a						:							Optional[int]=[4, 2, 2]      ,     __a						:							Dict=[2, 1, 1]      ,     __a						:							Union[str, Any]=[64, 192, 384]      ,     __a						:							int=[1, 3, 6]      ,     __a						:							List[str]=[1, 2, 10]      ,     __a						:							Optional[Any]=[4.0, 4.0, 4.0]      ,     __a						:							Any=[0.0, 0.0, 0.0]      ,     __a						:							List[str]=[0.0, 0.0, 0.0]      ,     __a						:							List[Any]=[0.0, 0.0, 0.1]      ,     __a						:							List[str]=[True, True, True]      ,     __a						:							int=[False, False, True]      ,     __a						:							Dict=["dw_bn", "dw_bn", "dw_bn"]      ,     __a						:							List[str]=[3, 3, 3]      ,     __a						:							Union[str, Any]=[1, 1, 1]      ,     __a						:							Optional[int]=[2, 2, 2]      ,     __a						:							Optional[Any]=[1, 1, 1]      ,     __a						:							List[str]=[1, 1, 1]      ,     __a						:							List[str]=0.0_2      ,     __a						:							List[str]=1e-12      ,     **__a						:							List[str]      ,     )      ->   Dict:







       '''simple docstring'''
       super().__init__(**__a  )
       __snake_case :   int													=    num_channels
       __snake_case :   Union[str, Any]													=    patch_sizes
       __snake_case :   Any													=    patch_stride
       __snake_case :   List[str]													=    patch_padding
       __snake_case :   Optional[Any]													=    embed_dim
       __snake_case :   Union[str, Any]													=    num_heads
       __snake_case :   Dict													=    depth
       __snake_case :   Optional[Any]													=    mlp_ratio
       __snake_case :   List[str]													=    attention_drop_rate
       __snake_case :   Optional[int]													=    drop_rate
       __snake_case :   Optional[int]													=    drop_path_rate
       __snake_case :   Any													=    qkv_bias
       __snake_case :   int													=    cls_token
       __snake_case :   Optional[int]													=    qkv_projection_method
       __snake_case :   List[Any]													=    kernel_qkv
       __snake_case :   List[Any]													=    padding_kv
       __snake_case :   int													=    stride_kv
       __snake_case :   List[str]													=    padding_q
       __snake_case :   Dict													=    stride_q
       __snake_case :   Tuple													=    initializer_range
       __snake_case :   List[Any]													=    layer_norm_eps



