Run groups
With the grouping function, you can divide runs into groups by tag, configuration, or other values. You can then compare groups against each other.
This page is about group mode in the runs table. For sets in reports, see Define run sets.
Switching to group mode
To switch from List to Group mode, in the All runs tab, click Group.
Grouping runs
By default, runs are grouped by dedicated group tags. To group runs by a different attribute:
- When in group mode, click Group.
- From the dropdown list, select one of the available attributes.
For example, if you've logged your runs as follows:
run.log_configs({"params/learning_rate": 0.01})
run.log_configs({"params/learning_rate": 0.001})
Then you can select the learning_rate
attribute to group your runs by learning rate value.
Selecting runs to compare
The eye icon next to a group shows the following:
- The color of a group.
- Whether the runs are currently visible in compare mode:
- – all runs of the group are visible
- – only some of the group's runs are visible
- – none of the group's runs are visible
Compare runs within a group
To compare all runs within a single group against each other:
- To clear the currently visible runs, click the eye icon in the Name column and select Deselect all.
- On the group that you're interested in, click the eye icon until it indicates that all runs are visible ().
Compare runs from different groups
To compare runs that belong to the different groups:
- To clear the currently visible runs, click the eye icon in the Name column and select Deselect all.
- Open the groups that you're interested in.
- For each run that you want to compare, click the eye icon until it indicates that the run is visible ().
Manage group colors
To color runs by group, use group tags.
To apply the same color to all runs within a group:
- Click the group tag and select Manage group tag.
- Enable Match to group.
In Group mode, to apply a unique color to each group:
- Hover over the header of the leftmost column.
- Select the grouping menu ().
- Enable Match all group colors.
To change the color or manage member runs, see Manage group tags.
Plotting the group mean as a single graph
See Compare grouped runs.