AttributeError: module 'tensorflow.tools.api.generator.api.train' has no attribute 'SummaryWriter'

 summary_writer = tf.train.SummaryWriter('/tmp/lstm_logs',session.graph)

改為：

summary_writer = tf.summary.FileWriter('/tmp/lstm_logs',session.graph)

tensorflow.initialize_all_variables已改為tensorflow.global_variables_initializer()

AttributeError: module ‘tensorflow.python.training.training’ has no attribute ‘SummaryWriter’

tf.train.SummaryWriter已廢除
使用 tf.summary.FileWriter

AttributeError: module ‘tensorflow’ has no attribute ‘sub’

減法 tf.sub() 已改為tf.subtract()
---------------------  

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

tf.train.SummaryWriter

改為：tf.summary.FileWriter

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

tf.merge_all_summaries()

改為：summary_op = tf.summary.merge_all()

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

tf.histogram_summary()

改為：tf.summary.histogram()

tf.scalar_summary()

改為：tf.summary.scalar()

tf.image_summary()

改為：tf.summary.image()
---------------------  
作者：激進的小雞蛋  
來源：CSDN  
原文：https://blog.csdn.net/waterydd/article/details/70237984  
版權宣告：本文為博主原創文章，轉載請附上博文連結！

執行如下操作（對應資料夾目錄下）

tensorboard --logdir='logs/'
/home/gden/anaconda3/lib/python3.6/site-packages/h5py/__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.
  from ._conv import register_converters as _register_converters
TensorBoard 1.11.0 at http://gden-dl:6006 (Press CTRL+C to quit)

複製地址到瀏覽器就可以執行了