tensorflow / tensorflow/tensorboard
Save scalar data from multiple runs
Nobody has claimed this yet.
- Dominant language
- TypeScript
- Stars
- 7.2k
- Forks
- 1.7k
- Avg merge
- 4d 22h
- Merged PRs (30d)
- 1
Description
The data download links for the scalar plugin currently only support downloading one single run. In a situation where many runs are used to compare different hyperparameters, it would be nice to be able to download all runs simultaneously into a single file. Maybe even a download all scalars button, that gives a zip archive with all the scalar graphs.
This would also allow to quickly share the most essential data of an experiment without having to copy multiple gigabytes of log files.
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 at the scalar plugin's existing data download links and trace how a single run is selected and exported. Define how multiple runs should be represented in one downloadable file, including the proposed all-scalars archive, then verify that all selected runs can be retrieved and shared without copying log files.
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
- 38/100