tensorflow / tensorflow/tensorboard
Hide empty panes in TensorBoard
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- Dominant language
- TypeScript
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Description
Migrated from https://github.com/tensorflow/tensorflow/issues/6768 (there is some addl. discussion there)
When filtering runs, empty panes show up if a hidden run has a summary in a scope that the visible runs don't have. This makes TensorBoard very messy when comparing different machine learning models with different variable scopes, and so on. Could an option to hide empty panes be added?
Example (note the empty LSTM scope):
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 files or tests are named. Start by locating the TensorBoard run-filtering and pane-rendering entry points, then trace how scopes are selected after runs are hidden. Done means an option can hide panes with no visible-run data while preserving panes that contain visible summaries, with coverage for the filtering case described here.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- typescript
- Domain
- frontend, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100