tensorflow / tensorflow/tensorboard
[Feature Request]: Table view
Open
@bileschi is already working on this.
Since Dec 30, 2019.
core:frontend
stat:awaiting tensorflower
type:feature
- Dominant language
- TypeScript
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Description
I have been using Tensorboard to track training progress for my experiments and I would also like to store test results in Tensorboard.
I currently store my test results in a simple table, something like:
| Exp name | Metric 1 | Metric 2 |
|---|---|---|
| Exp 1 | 12 | 123 |
| Exp 2 | 23 | 234 |
Unfortunately, I can't find a way to create a table in Tensorboard.
I would like something like writer.add_table_cell(row_name, column_name, result).
I am currently abusing HParams plugin table view, but it lacks some features:
- I can't select subset of experiments to compare. I frequently have more than 20 experiments, so this is quite important for my workflow.
- It has
hparamsandmetricsseparation, which is confusing and either not required for simple setup or not enough for complex one. - Sorting doesn't seem to work.
- It has different design to other views.
Some additional functionality which would be nice:
- Sorting using one of the columns
- Creation of additional columns using values from other ones.
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