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Parallel coordinates charts summarize the relationship between large numbers of hyperparameters and model metrics at a glance.
Parallel coordinates plot
  • Axes: Different hyperparameters from wandb.Run.config and metrics from wandb.Run.log().
  • Lines: Each line represents a single run. Mouse over a line to see a tooltip with details about the run. All lines that match the current filters will be shown, but if you turn off the eye, lines will be grayed out.

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Create a parallel coordinates panel

  1. Go to the landing page for your workspace
  2. Click Add Panels
  3. Select Parallel coordinates

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Panel Settings

To configure the panel, click the edit button in the upper right corner of the panel.
  • Tooltip: On hover, a legend shows up with info on each run
  • Titles: Edit the axis titles to be more readable
  • Gradient: Customize the gradient to be any color range you like
  • Log scale: Each axis can be set to view on a log scale independently
  • Flip axis: Switch the axis direction— this is useful when you have both accuracy and loss as columns
Interact with a live parallel coordinates panel