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App version: 3.4.11

Dashboards in Neptune

A dashboard is a customizable display option for runs in your project. Dashboards are like a lens or template that applies to whichever runs are visible, which lets you quickly analyze your latest experiments and see the most relevant metadata at a glance.

You can combine different metadata types, for example:

  • Overlaid metrics and loss for training and validation, on the same chart.
  • Model parameters and other configuration values.
  • Relationships between configs, metrics or aggregates as a scatter plot.
Dashboard or report?

Both dashboards and reports help you analyze runs and their metadata through detailed and customizable views. Choose which one better answers your needs:

Dashboard

  • Ideal for analyzing the ongoing experiments.
  • You can compare experiments within one project.
  • Dashboard configuration applies to the runs that are currently made visible by a person viewing the dashboard.

Report

  • Ideal for analyzing the final results of experiments.
  • You can compare experiments from multiple projects.
  • You can select visible runs for people who view the report.
  • You can add comments and extra resources such as links or images.

A dashboard with different widgets in the Neptune app.

Access dashboards​

To access dashboards:

  1. Select  Runs in the left panel of the Neptune app.
  2. Open the Dashboards tab.

Select a dashboard​

To switch between dashboards, use the dropdown in the toolbar.

Select a version​

To see all versions of a dashboard:

  1. From the toolbar, open the dashboard menu ().
  2. Select Version Control.

To preview the dashboard in read-only mode, click on a version .

To edit or share a version, open the version menu ().

Edit a dashboard​

To edit a dashboard, you need at least the contributor role. The changes you make are saved automatically.

Related

Access dashboard menu​

From the dashboard menu (), you can rename, duplicate, share, and delete a dashboard:

  • For the currently selected dashboard, access its menu from the toolbar.
  • For all dashboards, expand the dropdown in the toolbar and hover over a dashboard to see the menu.

Select runs to compare​

The dashboard displays runs that are selected.

To select runs, in the left table pane, click the eye icons (). To access display shortcuts, click the eye icon () on the header row.

Related

Share a dashboard​

Dashboards are visible to all members of your project.

If your project is public, you can also share it with other people:

  1. From the toolbar, open the dashboard menu ().
  2. Select  Copy link.

Exporting options​

You have several exporting options in dashboards:

  • Export an entire dashboard to a new or existing dashboard or report.
  • Add selected widgets to a new or existing dashboard or report.
  • Duplicate selected widgets in the dashboard you're currently working on.
Related

Export to a report​

You can export a dashboard together with particular runs as a report. This way, you can share and return to the analysis of a particular set of runs later.

  1. Choose which runs to visualize ().

  2. Access the dashboard menu and select Duplicate to → New report or Existing report.

    If you have an unpublished draft of an existing report, you have two options:

    • overwrite the draft with the selected widgets
    • add the selected widgets to the ones already in the report draft

  3. To use the currently visible runs for the report, check the corresponding box.

  4. To use the current table configuration, check the corresponding box.

    You can modify the visible runs later, while viewing or editing the report.

Export a single widget​

To access exporting options for a single widget, open the widget menu ().

For details, see Download or export a chart widget.

Export widgets in bulk​

To access exporting options for multiple widgets at once:

  1. Select widgets by clicking the check box next to the widget title.
  2. From the toolbar that appears, select Export charts or Duplicate selected.