losswise 3.9

安装

可以使用pip安装库：

pip install losswise

开始

首先在losswise网站（https://losswise.com）上创建一个帐户。这将自动生成唯一的api密钥。

典型用法通常如下：

import random
import losswise

# replace with your own api key
losswise.set_api_key('your_api_key')

# replace with a string that identifies your model
session = losswise.Session(tag='my_dilated_convnet', max_iter=10, data={'num_params': 10000000})

# create empty graph for loss, keep track of minima here hence kind='min'
graph = session.graph(title='loss', kind='min')

# track artificial loss over time
for x in xrange(10):
    train_loss = 1. / (0.1 + x + 0.1 * random.random())
    test_loss = 1.5 / (0.1 + x + 0.2 * random.random())
    graph.append(x, {'train_loss': train_loss, 'test_loss': test_loss})

# mark session as complete
session.done()

然后可以在仪表板上查看可视化结果。