tensorflow / tensorflow/tensorboard
implement filtering on hyperparameters in hparams plugin
Open
@psybuzz is already working on this.
Since Sep 3, 2020.
stat:awaiting tensorflower
type:feature
- Dominant language
- TypeScript
- Stars
- 7.2k
- Forks
- 1.7k
- Avg merge
- 4d 22h
- Merged PRs (30d)
- 1
Description
It would be very useful to allow filtering on hyperparameters in the hparams UI. There doesn't seem to be such a functionality.
In my case, filtering on runs via a regex (similar to the standard plugins) would have similar effect (since my run names encode interesting hyperparameters) but this doesn't seem to be possible either.
Currently the only filter I can see is on the values of stored metrics.
I see two workarounds with the current plugin:
- store the interesting hyperparameters as metrics (even though they aren't strictly metrics)
- run multiple tb server instances, each selecting appropriate subfolders corresponding to combinations of interesting metrics, not particularly ideal..
tensorboard version 1.14.0
tensorflow version 2.0.0
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Assessment
This issue has not been assessed yet.