Improved Tensorboard integration

FluxML / FluxML-Community-Call-Minutes

The FluxML Community Team repo

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Improved Tensorboard integration #1

Open ToucheSir opened 4 years ago

ToucheSir commented 4 years ago

Just a catch-all for what we might want out of https://github.com/PhilipVinc/TensorBoardLogger.jl/ and related libraries, including gaps in the ecosystem.

ToucheSir commented 3 years ago

Creating a list from discussions on Zulip:

[ ] sample data
- [ ] images
- [ ] text
- [ ] audio
[x] model weights (histograms, embeddings)
[ ] model graphs
[ ] statistics: time, GPU utilization, profiler information
[x] metrics
[ ] hyperparameters (ref. https://github.com/PhilipVinc/TensorBoardLogger.jl/issues/77)
[ ] configuration/metadata

darsnack commented 3 years ago

Any update to this give the callback integration in FluxTraining.jl?

ToucheSir commented 3 years ago

Updated the checklist above with what's done already. We can link those to FluxTraining issues or PRs as they come up.

lorenzoh commented 3 years ago

See the FluxTraining.jl documentation: https://lorenzoh.github.io/FluxTraining.jl/dev/docs/features.html#logging

lorenzoh commented 3 years ago

Should this be closed? I think FluxTraining.jl provides nice enough integration with TensorBoard.

ToucheSir commented 3 years ago

I would be comfortable closing this after one or more of sample data and hyperparams (i.e. the hparams view) are present, but not before. Closing might give the impression that those are implemented or a wontfix.