





"""simple docstring"""



from math import pi, sqrt, tan







def 						__lowercase	(  snake_case_    :    float		)  ->float:



    '''simple docstring'''







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







def 						__lowercase	(  snake_case_    :    float							,snake_case_    :    float							,snake_case_    :    float		)  ->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 						__lowercase	(  snake_case_    :    float		)  ->float:



    '''simple docstring'''







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







def 						__lowercase	(  snake_case_    :    float		)  ->float:



    '''simple docstring'''







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







def 						__lowercase	(  snake_case_    :    float							,snake_case_    :    float		)  ->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 						__lowercase	(  snake_case_    :    float							,snake_case_    :    float							,snake_case_    :    float		)  ->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'''		)
    __A       :		List[str]							=	(height**2 + (radius_a - radius_a) ** 2) ** 0.5
    return pi * ((slant_height * (radius_a + radius_a)) + radius_a**2 + radius_a**2)







def 						__lowercase	(  snake_case_    :    float							,snake_case_    :    float		)  ->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 						__lowercase	(  snake_case_    :    float							,snake_case_    :    float		)  ->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(snake_case_							,2		) * torus_radius * tube_radius







def 						__lowercase	(  snake_case_    :    float							,snake_case_    :    float		)  ->float:



    '''simple docstring'''







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







def 						__lowercase	(  snake_case_    :    float		)  ->float:



    '''simple docstring'''







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







def 						__lowercase	(  snake_case_    :    float							,snake_case_    :    float		)  ->float:



    '''simple docstring'''







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







def 						__lowercase	(  snake_case_    :    float							,snake_case_    :    float							,snake_case_    :    float		)  ->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'''		)
    __A       :		List[str]							=	(sidea + sidea + sidea) / 2
    __A       :		List[str]							=	sqrt(
        semi_perimeter
        * (semi_perimeter - sidea)
        * (semi_perimeter - sidea)
        * (semi_perimeter - sidea)		)
    return area







def 						__lowercase	(  snake_case_    :    float							,snake_case_    :    float		)  ->float:



    '''simple docstring'''







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







def 						__lowercase	(  snake_case_    :    float							,snake_case_    :    float							,snake_case_    :    float		)  ->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 						__lowercase	(  snake_case_    :    float		)  ->float:



    '''simple docstring'''







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







def 						__lowercase	(  snake_case_    :    float							,snake_case_    :    float		)  ->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 						__lowercase	(  snake_case_    :    float							,snake_case_    :    float		)  ->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 						__lowercase	(  snake_case_    :    int							,snake_case_    :    float		)  ->float:



    '''simple docstring'''







    if not isinstance(snake_case_							,snake_case_		) 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 collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


a_					=     logging.get_logger(__name__)

a_					=     {
    """sail/poolformer_s12""": """https://huggingface.co/sail/poolformer_s12/resolve/main/config.json""",
    # See all PoolFormer models at https://huggingface.co/models?filter=poolformer
}






class 						__snake_case   (						SCREAMING_SNAKE_CASE__	):





 """simple docstring"""


 _lowerCamelCase								=	"""poolformer"""

 def __init__(       self   ,		__lowerCamelCase=3   ,		__lowerCamelCase=16   ,		__lowerCamelCase=16   ,		__lowerCamelCase=3   ,		__lowerCamelCase=4.0   ,		__lowerCamelCase=[2, 2, 6, 2]   ,		__lowerCamelCase=[64, 128, 320, 512]   ,		__lowerCamelCase=[7, 3, 3, 3]   ,		__lowerCamelCase=[4, 2, 2, 2]   ,		__lowerCamelCase=[2, 1, 1, 1]   ,		__lowerCamelCase=4   ,		__lowerCamelCase=0.0   ,		__lowerCamelCase="gelu"   ,		__lowerCamelCase=True   ,		__lowerCamelCase=1e-5   ,		__lowerCamelCase=0.0_2   ,		**__lowerCamelCase   ,		):



     '''simple docstring'''




     __A       :		str							=	num_channels
     __A       :		List[str]							=	patch_size
     __A       :		str							=	stride
     __A       :		Any							=	padding
     __A       :		Any							=	pool_size
     __A       :		Dict							=	hidden_sizes
     __A       :		Optional[Any]							=	mlp_ratio
     __A       :		Any							=	depths
     __A       :		List[str]							=	patch_sizes
     __A       :		Union[str, Any]							=	strides
     __A       :		List[str]							=	num_encoder_blocks
     __A       :		Optional[int]							=	drop_path_rate
     __A       :		Union[str, Any]							=	hidden_act
     __A       :		Optional[Any]							=	use_layer_scale
     __A       :		List[Any]							=	layer_scale_init_value
     __A       :		List[Any]							=	initializer_range
     super().__init__(**__lowerCamelCase    )






class 						__snake_case   (						SCREAMING_SNAKE_CASE__	):





 """simple docstring"""


 _lowerCamelCase								=	version.parse("""1.11"""	)

 @property
 def    UpperCamelCase__(       self    ):



     '''simple docstring'''




     return OrderedDict(
         [
             ('''pixel_values''', {0: '''batch''', 1: '''num_channels''', 2: '''height''', 3: '''width'''}),
         ]    )







 @property
 def    UpperCamelCase__(       self    ):



     '''simple docstring'''




     return 2e-3




