1.如果出现ImportError: No module named IPython报错。解决方式:
pip3 install ipython
2.如果paddle的site-packages\paddle\utils\plot.py文件报错,出现NameError: name 'basestring' is not defined主要是因为使用的是python3,但是basestring只出现在python2中,因此会报错。用下面的代码,全部替换plot.py中的代码,问题可以解决。
# Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import os
import six
class PlotData(object):
def __init__(self):
self.step = []
self.value = []
def append(self, step, value):
self.step.append(step)
self.value.append(value)
def reset(self):
self.step = []
self.value = []
class Ploter(object):
"""
Plot input data in a 2D graph
Args:
title: assign the title of input data.
step: x_axis of the data.
value: y_axis of the data.
"""
def __init__(self, *args):
self.__args__ = args
self.__plot_data__ = {}
for title in args:
self.__plot_data__[title] = PlotData()
# demo in notebooks will use Ploter to plot figure, but when we convert
# the ipydb to py file for testing, the import of matplotlib will make the
# script crash. So we can use `export DISABLE_PLOT=True` to disable import
# these libs
self.__disable_plot__ = os.environ.get("DISABLE_PLOT")
if not self.__plot_is_disabled__():
import matplotlib.pyplot as plt
from IPython import display
self.plt = plt
self.display = display
def __plot_is_disabled__(self):
return self.__disable_plot__ == "True"
def append(self, title, step, value):
"""
Feed data
Args:
title: assign the group data to this subtitle.
step: the x_axis of data.
value: the y_axis of data.
Examples:
.. code-block:: python
plot_curve = Ploter("Curve 1","Curve 2")
plot_curve.append(title="Curve 1",step=1,value=1)
"""
assert isinstance(title, six.string_types)
assert title in self.__plot_data__
data = self.__plot_data__[title]
assert isinstance(data, PlotData)
data.append(step, value)
def plot(self, path=None):
"""
Plot data in a 2D graph
Args:
path: store the figure to this file path. Defaul None.
Examples:
.. code-block:: python
plot_curve = Ploter()
plot_cure.plot()
"""
if self.__plot_is_disabled__():
return
titles = []
for title in self.__args__:
data = self.__plot_data__[title]
assert isinstance(data, PlotData)
if len(data.step) > 0:
titles.append(title)
self.plt.plot(data.step, data.value)
self.plt.legend(titles, loc='upper left')
if path is None:
self.display.clear_output(wait=True)
self.display.display(self.plt.gcf())
else:
self.plt.savefig(path)
self.plt.gcf().clear()
def reset(self):
for key in self.__plot_data__:
data = self.__plot_data__[key]
assert isinstance(data, PlotData)
data.reset()