辅助工具总结大全

import numpy as np
from matplotlib import pyplot as plt

# flag
xf=np.linspace(0,30,100)
yf=xf

# bad point
x=[3.0182228088378906, 2.708120107650757, 3.678781270980835, 3.4038984775543213, 1.3417084217071533, 3.1724112033843994, 2.653107166290283, 2.947169065475464, 31.715482711791992, 31.46843147277832, 15.500349998474121, 25.564990997314453, 28.869977951049805, 18.691267013549805, 26.901350021362305, 4.541097640991211, 11.003729820251465, 5.487597465515137, 7.651845455169678, 6.507391929626465, 9.113308906555176, 4.513754844665527, 4.867543697357178, 6.439496994018555, 0.0, 0.322976678609848, 0.0, 0.0, 0.9834685325622559, 0.9358129501342773, 0.0, 1.5795546770095825, 1.8386502265930176, 0.0, 0.11812363564968109, 0.5302352905273438, 0.0, 1.2304203510284424, 0.0, 0.8640642762184143, 0.0, 0.0, 0.0, 0.0, 0.8500015139579773, 0.0, 0.7019882202148438, 0.0, 0.6676688194274902, 0.09167376905679703, 3.816581964492798, 1.4254132509231567, 2.7692489624023438, 3.2625722885131836, 2.050217390060425, 2.0299220085144043, 5.66592264175415, 1.9864258766174316, 4.07308292388916, 3.696031332015991, 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plt.scatter(x,y)
plt.plot(xf, yf, ‘red‘)

plt.title("Energy Prediction")
plt.show()

CUDA_VISIBLE_DEVICES=0 python3 train.py gpu_id=1,2,3

import pickle
f=open(‘data_3‘,‘rb‘)
b=pickle.load(f)
f.close()
b.show()