


'''simple docstring'''




from __future__ import annotations

import typing
from collections.abc import Iterable

import numpy as np

_a   :   List[Any]												=   typing.Union[Iterable[float], Iterable[int], np.ndarray]  # noqa: UP007
_a   :   int												=   typing.Union[np.floataa, int, float]  # noqa: UP007





def   _a		(lowercase__			:   Vector							,   lowercase__			:   Vector						)			->			VectorOut:






     """simple docstring"""
     return np.sqrt(np.sum((np.asarray(lowercase__						) - np.asarray(lowercase__						)) ** 2						)						)





def   _a		(lowercase__			:   Vector							,   lowercase__			:   Vector						)			->			VectorOut:






     """simple docstring"""
     return sum((va - va) ** 2 for va, va in zip(lowercase__							,   lowercase__						)						) ** (1 / 2)


if __name__ == "__main__":





       def   _a		()			->			None:






            """simple docstring"""
            from timeit import timeit

            print('Without Numpy'						)
            print(
                timeit(
                    'euclidean_distance_no_np([1, 2, 3], [4, 5, 6])'							,   number=1_0_0_0_0							,   globals=globals()							,   )						)
            print('With Numpy'						)
            print(
                timeit(
                    'euclidean_distance([1, 2, 3], [4, 5, 6])'							,   number=1_0_0_0_0							,   globals=globals()							,   )						)


       benchmark()








import inspect
import os
import sys
import unittest

import accelerate
from accelerate.test_utils import execute_subprocess_async, require_tpu




class 							lowerCamelCase   (  unittest.TestCase ):


	def  A(    self):
							__UpperCAmelCase			:							List[Any]	    =	inspect.getfile(accelerate.test_utils)
							__UpperCAmelCase			:							Dict	    =	os.path.sep.join(mod_file.split(os.path.sep)[:-1] + ['''scripts''', '''test_script.py'''])
							__UpperCAmelCase			:							Union[str, Any]	    =	os.path.sep.join(inspect.getfile(self.__class__).split(os.path.sep)[:-1])


	@require_tpu
	def  A(    self):
							__UpperCAmelCase			:							Dict	    =	F"\n            {self.test_dir}/xla_spawn.py\n            --num_cores 8\n            {self.test_file_path}\n        ".split()
							__UpperCAmelCase			:							Union[str, Any]	    =	[sys.executable] + distributed_args
							execute_subprocess_async(lowercase__				,     env=os.environ.copy())

