Kshitiz Khanal kshitizkhanal7

AI/ML professional

kshitizkhanal7 / ps_optimization_cpuvsgpu.py

Created December 29, 2024 17:27

Benchmarking power system optimization: CPU (using PyPSA) and GPU (using custom solution)

	#pip install pypsa cupy-cuda12x clarabel cvxpy

	import numpy as np
	import cupy as cp
	import cvxpy as cvx
	import pandas as pd
	import time
	import pypsa
	import matplotlib.pyplot as plt
	from tqdm.notebook import tqdm