提交 a0c8a020 编写于 作者: Q qiaolongfei

add DISABLE_PLOT for test

上级 01037a6b
import matplotlib.pyplot as plt
from IPython import display
import os
class PlotCost(object):
......@@ -11,18 +11,29 @@ class PlotCost(object):
self.train_costs = ([], [])
self.test_costs = ([], [])
self.__disable_plot__ = os.environ.get("DISABLE_PLOT")
if not self.__plot_is_disabled__():
import matplotlib.pyplot as plt
self.plt = plt
def __plot_is_disabled__(self):
return self.__disable_plot__ == "True"
def plot(self):
plt.plot(*self.train_costs)
plt.plot(*self.test_costs)
if self.__plot_is_disabled__():
return
self.plt.plot(*self.train_costs)
self.plt.plot(*self.test_costs)
title = []
if len(self.train_costs[0]) > 0:
title.append('Train Cost')
if len(self.test_costs[0]) > 0:
title.append('Test Cost')
plt.legend(title, loc='upper left')
self.plt.legend(title, loc='upper left')
display.clear_output(wait=True)
display.display(plt.gcf())
plt.gcf().clear()
display.display(self.plt.gcf())
self.plt.gcf().clear()
def append_train_cost(self, step, cost):
self.train_costs[0].append(step)
......
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