Tensorboard Not Running Properly on port 6006

问题

I've been having problems with tensorboard probably due to a unclean exit in windows10. I use the below code to launch it in Jupyter:

%load_ext tensorboard
%tensorboard --logdir={dir}

this is what I got:

'ERROR: Timed out waiting for TensorBoard to start. It may still be running as pid 24472.'

and below code in cmd window to launch TB in Chrome:

$ tensorboard --logdir {dir}'

this is what I got: tensorboard_error

I've done some research and tried the following things:

1. -"taskkill /im tensorboard.exe /f" to kill all live pids in command
2. -deleted all the pid-xxxx.info files in the "%TMP%.tensorboard-info" directory.
3. -deleted the whole "%TMP%.tensorboard-info" directly

That didn't help.

Then I tried to change the port to 6005 by adding "--port 6005" in command window and TB could launch in Chrome under "localhost:6005. but it won't work in Jupyter.

Any idea how I can get TB to run in Jupyter again? Thanks.

回答1:

Reading this Github issue, you can find that specifying the host manually when launching Tensorboard apparently does the trick.

Instead of

%tensorboard --logdir {logs_base_dir} 

Run

%tensorboard --logdir {logs_base_dir}  --host localhost

回答2:

Did you try mentioning the same port in the Jupyter notebook

%load_ext tensorboard
%tensorboard --logdir={dir} --port=6005

来源：https://stackoverflow.com/questions/60983776/tensorboard-not-running-properly-on-port-6006