CODEWITHSUNDEEP
unixgoogle-cloud-platformtensorboard
XCS
XCS

Reputation: 28137

Google Cloud Platform access tensorboard

I am new to Google Cloud (and unix) and have been using ml-engine to train a neural net using Tensorflow.

Here it says that you can monitor the app using tensorboard. How can I access the tensorboard panel? When I run it (from the Cloud Shell Access console) it says it's running at http://0.0.0.0:6006

I don't know the IP of the Cloud Shell console, how can I access the tensorboard panel?

The command I run (and output):

tensorboard --logdir=gs://model_output
Starting TensorBoard 47 at http://0.0.0.0:6006

Thanks!

Upvotes: 6

Views: 9666

Answers (2)

Bs He
Bs He

Reputation: 747

I want to give some other suggestions. The solution from @Fematich is very helpful. The small glitch here is that 8080 is the default port, and usually we may run jupyterlab on this port. So, my suggestion is that you need to ssh to two sessions; one on port 8080 and one on port 6006. Then run tensorboard in the session on port 8080, and open web-preview in the second session with changing the port from default 8080 to 6006. So you can update your model in one session freely and observe the graph in another session. I found it pretty helpful.

Upvotes: 3

Fematich
Fematich

Reputation: 1618

The easiest is to adjust your command to: tensorboard --logdir=gs://model_output --port=8080

E.g. adding --port=8080 to your command, which allows you to just use the default Web Preview option of Cloud Shell

enter image description here

Upvotes: 12

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