"""simple docstring"""




from __future__ import annotations

from collections.abc import Callable



def 				__a       (			_lowercase							, _lowercase							, _lowercase							, _lowercase = 100							, ):







					"""simple docstring"""





					lowerCamelCase__		:   List[Any]  				=					x_start
					lowerCamelCase__		:   str  				=					fnc(_lowercase						)
					lowerCamelCase__		:   Union[str, Any]  				=					0.0

					for _ in range(_lowercase						):
										# Approximates small segments of curve as linear and solve
										# for trapezoidal area
										lowerCamelCase__		:   int  				=					(x_end - x_start) / steps + xa
										lowerCamelCase__		:   int  				=					fnc(_lowercase						)
										area += abs(fxa + fxa						) * (xa - xa) / 2

										# Increment step
										lowerCamelCase__		:   List[Any]  				=					xa
										lowerCamelCase__		:   Optional[Any]  				=					fxa
					return area


if __name__ == "__main__":



					def 				__a       (			_lowercase						):







										"""simple docstring"""





										return x**3

					print("f(x) = x^3")
					print("The area between the curve, x = -10, x = 10 and the x axis is:")
					UpperCAmelCase       :    Union[str, Any]									=			10
					while i <= 100000:
										UpperCAmelCase       :    str									=			trapezoidal_area(f, -5, 5, i)
										print(f'''with {i} steps: {area}''')
										i *= 10







"""simple docstring"""




from transformers import HfArgumentParser, PyTorchBenchmark, PyTorchBenchmarkArguments



def 				__a       (			):







					"""simple docstring"""





					lowerCamelCase__		:   Union[str, Any]  				=					HfArgumentParser(_lowercase						)
					try:
										lowerCamelCase__		:   Optional[int]  				=					parser.parse_args_into_dataclasses()[0]
					except ValueError as e:
										lowerCamelCase__		:   Tuple  				=					'''Arg --no_{0} is no longer used, please use --no-{0} instead.'''
										lowerCamelCase__		:   Tuple  				=					''' '''.join(str(_lowercase						).split(''' '''						)[:-1]						)
										lowerCamelCase__		:   Union[str, Any]  				=					''''''
										lowerCamelCase__		:   int  				=					eval(str(_lowercase						).split(''' '''						)[-1]						)
										lowerCamelCase__		:   Any  				=					[]
										for arg in depreciated_args:
															# arg[2:] removes '--'
															if arg[2:] in PyTorchBenchmarkArguments.deprecated_args:
																				# arg[5:] removes '--no_'
																				full_error_msg += arg_error_msg.format(arg[5:]						)
															else:
																				wrong_args.append(_lowercase						)
										if len(_lowercase						) > 0:
															lowerCamelCase__		:   Any  				=					full_error_msg + begin_error_msg + str(_lowercase						)
										raise ValueError(_lowercase						)

					lowerCamelCase__		:   List[Any]  				=					PyTorchBenchmark(args=_lowercase						)
					benchmark.run()


if __name__ == "__main__":
					main()






