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Hyper-Parameters (Hover to Highlight)

Optimizer (Select to View)


Description

This is a parallel coordinates explorer of Hyper-parameters tuned for a ResNet50 model on CIFAR-10 dataset. Data is available here. The Parallel Coordinates display the Accuracy, Loss and F1 Scores colored by Optimizer across 3 dimensions : Epochs, Batch Size and Learning Rate.


Exploration Guide

Hover over the viz, buttons and labels to view controls.

Brush the visualization to update other charts on this page.

Brush: Drag vertically along an axis.
Remove Brush: Tap the axis background.
Reorder Axes: Drag an axis label horizontally.
Reset Visualization: Refresh webpage.

References

Adapted from examples by Mike Bostock , D3 Gallery and Kai Chang.