tensorflow / tensorflow/tensorboard
Feature request: Log scale for x-axis
Nobody has claimed this yet.
- Dominant language
- TypeScript
- Stars
- 7.2k
- Forks
- 1.7k
- Avg merge
- 4d 22h
- Merged PRs (30d)
- 1
Description
Hi!
It would be great to have a way to toggle log scale on the x-axis. See https://github.com/tensorflow/tensorflow/issues/6532
This would allow to check convergence rates (gradient norm vs steps / loss value vs steps when the loss is going to 0), and in my experience is great for debugging.
This feature is available on wandb, it would be great to also have it on tensorboard!
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.
Research direction
Start in TensorBoard's charting and x-axis controls, which are the only implementation areas implied by the request. Check how existing axis-scale options are represented and test the behavior against convergence plots; done means users can toggle a logarithmic x-axis scale in TensorBoard.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- typescript
- Domain
- data-visualization
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100