TensorBoard 使用和問題解決

一、啟動TensorBoard

1)

python tensorflow/tensorboard/tensorboard.py --logdir=path/to/log-directory

logdir 指向 SummaryWriter 序列化數據的存儲路徑。
通過在瀏覽器中輸入 localhost:6006 來查看 TensorBoard。

2)pip安裝了 TensorBoard

tensorboard --logdir=/path/to/log-directory

二、TensorBoard 問題

1）問題：ImportError: cannot import name run_main

dyufei@nodeB:~/source/test/note$ sudo tensorboard --logdir="/home/dyufei/source/test/note/my_graph"
Traceback (most recent call last):
File "/usr/local/bin/tensorboard", line 7, in
from tensorboard.main import run_main
ImportError: cannot import name run_main

解決重新pip安裝 tensorboard

sudo pip install tensorboard

2）問題：啟動在服務器上后無法遠程查看

Starting TensorBoard 41 on port 6006
(You can navigate to http://127.0.1.1:6006)

解決：啟動時加--host 指定ip

tensorboard --host=10.10.101.2 --logdir="my_graph"

3）問題：端口被占用

ERROR:tensorflow:Tried to connect to port 6006, but address is in use.
Tried to connect to port 6006, but address is in use.

解決：--port 指定端口

tensorboard --host=10.10.101.2 --port=6099 --logdir="my_graph"