tensorflow / tensorflow/tensorboard
TB.dev HParams dashboard shows floating point metrics incorrectly
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- Dominant language
- TypeScript
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Description
Environment information
https://tensorboard.dev/experiment/b9PmnwPKS5Oq74yAB174XQ/#hparams
pip freeze | grep tensorboard
tensorboard==2.10.0
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
TensorBoard.dev
Local TensorBoard
Issue description
TensorBoard renders correctly locally When uploading an experiment to tensorboard.dev some of the floating point values are mangled and zero values are shown as +/-Infinity
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
Reproduce the issue in the linked TensorBoard.dev experiment's HParams dashboard and compare it with the local TensorBoard result shown in the report. Trace how floating-point metrics and zero values are rendered in the dashboard; done means the uploaded experiment displays the same numeric values as the local view without +/-Infinity.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- typescript
- Domain
- data-visualization, frontend
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100