Line plots
Visualize metrics, customize axes, and compare multiple lines on a plot
7 minute read
Use workspace panel visualizations to explore your logged data by key, visualize the relationships between hyperparameters and output metrics, and more.
W&B projects support two different workspace modes. The icon next to the workspace name shows its mode.
Icon | Workspace mode |
---|---|
Automated workspaces automatically generate panels for all keys logged in the project. This can help you get started by visualizing all available data for the project. | |
Manual workspaces start as blank slates and display only those panels intentionally added by users. Choose a manual workspace when you care mainly about a fraction of the keys logged in the project, or for a more focused analysis. |
To change how a workspace generates panels, reset the workspace.
To reset a workspace:
...
.In full-screen mode, the run selector displays and panels use full full-fidelity sampling mode plots with 10,000 buckets, rather than 1000 buckets otherwise.
To view a panel in full-screen mode:
...
, then click the full-screen button, which looks like a viewfinder or an outline showing the four corners of a square.
To get back to a panel’s workspace from full-screen mode, click the left-pointing arrow at the top of the page.
You can add panels to your workspace, either globally or at the section level.
To add a panel:
To add a panel globally, click Add panels in the control bar near the panel search field.
To add a panel directly to a section instead, click the section’s action ...
menu, then click + Add panels.
Select the type of panel to add.
Quick Add allows you to select a key in the project from a list to generate a standard panel for it.
For an automated workspace with no deleted panels, Quick add is not available. You can use Quick add to re-add a panel that you deleted.
To add a custom panel to your workspace:
To learn more about the options for each type of panel, refer to the relevant section below, such as Line plots or Bar plots.
This section shows how to share a panel using a link.
To share a panel using a link, you can either:
...
and select Copy panel URL.Share the link with the user or team. When they access the link, the panel opens in full-screen mode.
To return to a panel’s workspace from full-screen mode, click the left-pointing arrow at the top of the page.
In certain situations, such as when creating an automation, it can be useful to include the panel’s full-screen URL. This section shows the format for a panel’s full-screen URL. In the proceeding example, replace the entity, project, panel, and section names in brackets.
https://wandb.ai/<ENTITY_NAME>/<PROJECT_NAME>?panelDisplayName=<PANEL_NAME>&panelSectionName=<SECTON_NAME>
If multiple panels in the same section have the same name, this URL opens the first panel with the name.
To embed a panel in a website or share it on social media, the panel must be viewable by anyone with the link. If a project is private, only members of the project can view the panel. If the project is public, anyone with the link can view the panel.
To get the code to embed or share a panel on social media:
...
.To email a single panel as a stand-alone report:
...
.Unlike when you share a panel, the recipient cannot get to the workspace from this report.
To edit a panel:
To move a panel to a different section, you can use the drag handle on the panel. To select the new section from a list instead:
...
menu for the panel.You can also use the drag handle to rearrange panels within a section.
To duplicate a panel:
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menu.If desired, you can customize or move the duplicated panel.
To remove a panel:
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menu.To remove all panels from a manual workspace, click its action ...
menu, then click Clear all panels.
To remove all panels from an automatic or manual workspace, you can reset the workspace. Select Automatic to start with the default set of panels, or select Manual to start with an empty workspace with no panels.
By default, sections in a workspace reflect the logging hierarchy of your keys. However, in a manual workspace, sections appear only after you start adding panels.
To add a section, click Add section after the last section.
To add a new section before or after an existing section, you can instead click the section’s action ...
menu, then click New section below or New section above.
Sections with a large number of panels are paginated by default if they use the Standard grid layout. The default number of panels on a page depend on the panel’s configuration and on the sizes of the panels in the section.
...
menu. To change a section’s layout, select Standard grid or Custom grid in the Layout grid section.<X>
is the number of visible panels and <Y>
is the total number of panels....
menu, then select Custom grid in the Layout grid section...
menu.If you reset a workspace to an automated workspace, all deleted panels appear again.
To rename a section, click its action ...
menu, then click Rename section.
To delete a section, click its ...
menu, then click Delete section. This removes the section and its panels.
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