


from math import pi, sqrt, tan







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







def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase     ):
							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     lowerCAmelCase_					( __lowerCamelCase     ):
							if radius < 0:
														raise ValueError("surface_area_sphere() only accepts non-negative values"     )
							return 4 * pi * radius**2







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







def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase     ):
							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     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase     ):
							if radius_a < 0 or radius_a < 0 or height < 0:
														raise ValueError(
														    "surface_area_conical_frustum() only accepts non-negative values"     )
							__snake_case		:      Dict										=       (height**2 + (radius_a - radius_a) ** 2) ** 0.5
							return pi * ((slant_height * (radius_a + radius_a)) + radius_a**2 + radius_a**2)







def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase     ):
							if radius < 0 or height < 0:
														raise ValueError("surface_area_cylinder() only accepts non-negative values"     )
							return 2 * pi * radius * (height + radius)







def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase     ):
							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     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase     ):
							if length < 0 or width < 0:
														raise ValueError("area_rectangle() only accepts non-negative values"     )
							return length * width







def     lowerCAmelCase_					( __lowerCamelCase     ):
							if side_length < 0:
														raise ValueError("area_square() only accepts non-negative values"     )
							return side_length**2







def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase     ):
							if base < 0 or height < 0:
														raise ValueError("area_triangle() only accepts non-negative values"     )
							return (base * height) / 2







def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase     ):
							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"     )
							__snake_case		:      str										=       (sidea + sidea + sidea) / 2
							__snake_case		:      Union[str, Any]										=       sqrt(
							    semi_perimeter
							    * (semi_perimeter - sidea)
							    * (semi_perimeter - sidea)
							    * (semi_perimeter - sidea)     )
							return area







def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase     ):
							if base < 0 or height < 0:
														raise ValueError("area_parallelogram() only accepts non-negative values"     )
							return base * height







def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase     ):
							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     lowerCAmelCase_					( __lowerCamelCase     ):
							if radius < 0:
														raise ValueError("area_circle() only accepts non-negative values"     )
							return pi * radius**2







def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase     ):
							if radius_x < 0 or radius_y < 0:
														raise ValueError("area_ellipse() only accepts non-negative values"     )
							return pi * radius_x * radius_y







def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase     ):
							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     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase     ):
							if not isinstance(UpperCamelCase__							,     UpperCamelCase__     ) 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) = }''')





import argparse
import os

import torch

from transformers.utils import WEIGHTS_NAME


_snake_case					:		Union[str, Any]      =    ["small", "medium", "large"]

_snake_case					:		List[Any]      =    "lm_head.decoder.weight"
_snake_case					:		Optional[Any]      =    "lm_head.weight"







def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase     ):
							__snake_case		:      Tuple										=       torch.load(__lowerCamelCase     )
							__snake_case		:      Dict										=       d.pop(__lowerCamelCase     )
							os.makedirs(__lowerCamelCase							,     exist_ok=__lowerCamelCase     )
							torch.save(__lowerCamelCase							,     os.path.join(__lowerCamelCase							,     __lowerCamelCase     )     )


if __name__ == "__main__":
			_snake_case					:		Dict      =    argparse.ArgumentParser()
			parser.add_argument("--dialogpt_path", default=".", type=str)
			_snake_case					:		Any      =    parser.parse_args()
			for MODEL in DIALOGPT_MODELS:
						_snake_case					:		Dict      =    os.path.join(args.dialogpt_path, f'''{MODEL}_ft.pkl''')
						_snake_case					:		List[str]      =    f'''./DialoGPT-{MODEL}'''
						convert_dialogpt_checkpoint(
						    checkpoint_path,
						    pytorch_dump_folder_path,
						)

