Running the Dashboard on a remote machine

IntelLabs / coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

https://intellabs.github.io/coach/

Apache License 2.0

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Running the Dashboard on a remote machine #224

Closed dmadeka closed 5 years ago

dmadeka commented 5 years ago

Im trying to run the Coach Dashboard for the training happening in a remote machine. Unfortunately, I get the error

ubuntu@ip-172-31-26-79:~$ ~/anaconda3/envs/tensorflow_p36/bin/dashboard
2019-02-19 00:11:13,037 Starting Bokeh server version 0.12.13 (running on Tornado 5.0.2)
ERROR:__init__() got an unexpected keyword argument 'io_loop'

Do I need to downgrade Bokeh? How do I control the port that this is associated with?

scttl commented 5 years ago

This actually looks like a bokeh - Tornado compatibility issue. See: https://github.com/bokeh/bokeh/issues/7308

coach requires bokeh 0.13.0 or higher and it looks like you've got 0.12.13 installed which isn't compatible with Tornado 5.

If you want finer control over the dashboard serving port, you'll likely need to modify this line it seems: https://github.com/NervanaSystems/coach/blob/master/rl_coach/dashboard.py#L61

gal-leibovich commented 5 years ago

Allowing for remote machines with dashboard is fixed with PR #231