# -*- coding:utf-8 -*-

AttributeError: 'module' object has no attribute 'image_summary'

tf.image_summary()改為tf.summary.image()

AttributeError: 'module' object has no attribute 'histogram_summary'

tf.histogram_summary()改為tf.summary.histogram()

AttributeError: 'module' object has no attribute 'scalar_summary'

tf.scalar_summary()? ? tf.summary.scalar()

AttributeError: 'module' object has no attribute 'merge_all_summaries'

tf.merge_all_summaries()? tf.summary.merge_all()

ValueError: Only call `softmax_cross_entropy_with_logits` with named arguments (labels=..., logits=..., ...)

函數中參數(y,y_) 改為(labels=y_, logits=y)

AttributeError: 'module' object has no attribute 'SummaryWriter'

tf.train.SummaryWriter()改為tf.summary.FileWriter()

ImportError: No module named Tkinter? 原因在于顯示不了圖形界面

將import matplotlib.pyplot as plt 改為

import matplotlib

matplotlib.use('Agg')

之后將要顯示的圖直接存下來

from matplotlib.pyplot import plot,savefig

plot(train_X,train_Y,'ro',label='Original data')

savefig(' Original data.jpg')

tf.initialize_all_variables()改為tf.global_variables_initializer()

AttributeError: 'module' object has no attribute 'select'

將 tf.select() ?改為 ?tf.where()