Step1:
假设已经安装了tensorflow
- 安装tensorboard:
pip install tensorboard
- 安装tensorboardX:可通过
pip install tensorboardX
命令直接安装。
Step2:使用举例
import numpy as np
from tensorboardX import SummaryWriter
writer=SummaryWriter('yourfolder')
for epoch in range(100):
writer.add_scalar('scalar/test',np.random.rand(),epoch)
writer.add_scalars('scalar/scalars_test',{'xsinx':epoch*np.sin(epoch), \
'xcosx':epoch*np.cos(epoch)},epoch)
writer.close()
Stp3:查看方法
首先终端: tensordboard --logdir=yourfolder
打开浏览器: 输入:http://localhost:6006