Feature Request: Tensorboard integration

[mattdornfeld]

I’ve been using Sacredboard. It seems the community is moving towards this project now. I’ve been doing some analysis of the current landscape and I would be happy to switch over to omniboard if it supported tensorboard the way sacredboard does.

[Haetsal-Lee]

@mattdornfeld What does Sacred do with tensorboard?

[vivekratnavel]

@mattdornfeld Please explain how you would like Tensorboard integration with Omniboard. Do you want Omniboard to provide links to take you to the tensorboard url?

[mattdornfeld]

@Haetsal-Lee Sacred will only keep track of where you store your Tensorboard logs. Sacredboard exposes a link that will create a Tensorboard server pointed to those logs. In the UI it looks like this.

@vivekratnavel I think something very similar to what Sacredboard would satisfy my needs. One thing I've been thinking about and I wonder if you have some thoughts on it. The way Sacredboard exposes the Tensorboard URL does not work inside of Kubernetes. It starts Tensorboard on its own port and redirects the request to that port. This fails inside of kubernetes because it is impossible to expose all of the possible ports that Tensorboard can be exposed on. It's not even possible to expose a range of ports. I've been trying to think if there's a way to redirect or forward the request to tensorboard without doing a traditional 301 redirect. This may be outside of the scope of what you end up doing but just something I've been putting some thought into.