tensorflow / tensorflow/tensorboard
Hit log directories only when the user refreshes the Tensorboard UI
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- Dominant language
- TypeScript
- Stars
- 7.2k
- Forks
- 1.7k
- Avg merge
- 4d 22h
- Merged PRs (30d)
- 1
Description
Is it possible to hit log directories only when the user refreshes the Tensorboard UI? This is because we're seeing a huge number of requests being made to S3, which is affecting the stability of that S3 bucket. Is it possible to set up tensorboard in such a way that these requests to S3 are made only when a user refreshes the Tensorboard UI?
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
No file, test, or entry point is named in the issue. Begin by locating the TensorBoard UI's log-directory polling and its S3 request path, then verify the intended behavior against a refresh-only workflow; done means requests are made only on refresh and S3 request volume is reduced.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, typescript
- Domain
- cloud, frontend
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100