Announcement: Graphs in TensorBoard.dev to be available soon
Next time: Data Vis dashboard
New dashboard that will combine several dashboards (scalars, histograms, images)
Example: Click on step in loss curve and see histogram on the same screen
Early concepts in the works
1. Combining data from multiple scalar charts
Example: Accuracy and Loss are on separate charts, and it’s super inconvenient to have to re-run a script.
This problem arises when onboarding new folks to TB.
For educational purposes, it’s convenient to see 2 charts overlaid on top of each other. Simply having a global step slider may not be as intuitive.
2. Running the same model 2 times may result in a common mistake: rewriting data to a previously written series of steps.
Happens in Colab with T5
Example: If I write to steps 0 - 10, then overwrite data in that range later, there is no way to split / recover the data.
How to use tb-nightly in Colab?
Requires pip uninstalling tensorboard first, then pip install tb-nightly.
Colab is currently on TB 2.2.0.