question-mark
Stuck on an issue?

Lightrun Answers was designed to reduce the constant googling that comes with debugging 3rd party libraries. It collects links to all the places you might be looking at while hunting down a tough bug.

And, if you’re still stuck at the end, we’re happy to hop on a call to see how we can help out.

Hierarchical display for TensorBoard

See original GitHub issue

System information

  • TensorFlow version (you are using): 2.1
  • Are you willing to contribute it (Yes/No): Not a frontend guy so I don’t know if I can help.

Describe the feature and the current behavior/state. I’m using TensorBoard to display an optimisation process with two stages, lambda_sweep and counterfactual_search, so I used the name argument to the summary ops to display the plots for the two stages separtely:

image

I would like this behaviour to be hierarchical, that is, other drop-downs would appear when clicking one of the stages. Instead, I get the follwing:

image

I was wondering if there is any way to extend the first level logic so that, for example, under counterfactual_search I get another page I can click on that is called lambda and so on.

Will this change the current api? How? I don’t think so, it sounds more like a frontnend feature to me? Who will benefit with this feature? All tensorboard users.

Any Other info.

Issue Analytics

  • State:open
  • Created 3 years ago
  • Reactions:6
  • Comments:6 (2 by maintainers)

github_iconTop GitHub Comments

2reactions
japie1235813commented, Apr 19, 2022

No updates to share at this time, but we’ll take the interest into consideration for future UI/UX ideas.

0reactions
Jasperhinocommented, Apr 7, 2022

Any updates on this? I would really appreciate a feature like this

Read more comments on GitHub >

github_iconTop Results From Across the Web

How do display different runs in TensorBoard? - Stack Overflow
logdir is for telling tensorboard to search iterativly for all runs. If you want to give a name for each run and constraine...
Read more >
TensorBoard Scalars: Logging training metrics in Keras
TensorBoard reads log data from the log directory hierarchy. ... You may see TensorBoard display the message "No dashboards are active for ...
Read more >
TensorBoard: Graph Visualization
For networks with long sequences, this greatly simplifies the view. As with hierarchical nodes, double-clicking expands the series.
Read more >
“TensorBoard - Visualize your learning.”
To create some data hierarchy structure when we view the data like: We use namespace ... To add & view data summaries to...
Read more >
Visualize Model Training with TensorBoard
After launching the visualization server, you can view your visualizations in a web browser at http://localhost:6006 . PyText visualizes the training metrics as ......
Read more >

github_iconTop Related Medium Post

No results found

github_iconTop Related StackOverflow Question

No results found

github_iconTroubleshoot Live Code

Lightrun enables developers to add logs, metrics and snapshots to live code - no restarts or redeploys required.
Start Free

github_iconTop Related Reddit Thread

No results found

github_iconTop Related Hackernoon Post

No results found

github_iconTop Related Tweet

No results found

github_iconTop Related Dev.to Post

No results found

github_iconTop Related Hashnode Post

No results found