Overview

Polyaxon dashboard provides several visualizations and charts based on events logged by the tracking API.

Single runs:

run-dashboards

  • Line charts

run-dashboards-lines

run-dashboards-lines

  • Bar charts

run-dashboards-lines

  • Stats charts

run-dashboards-lines

  • Histogram charts
  • Curve charts: PR curves, AUC/ROC curves, custom curves (<x, y> arrays)

run-dashboards-pr-curve

run-dashboards-roc-curve

Multi-run

For multi-run you can compare metrics and curves from several runs, as well as charts for hyperparameter values and metrics:

runs-comparison-new

runs-comparison-many

  • Line charts

runs-comparison-lines

  • Bar charts

runs-comparison-bars

  • Stats charts

runs-comparison-stats

  • Curve charts: PR curves, AUC/ROC curves, custom curves (<x, y> arrays)

runs-comparison-pr-curves

runs-comparison-roc-curves

  • Scatter charts

runs-comparison-scatter

  • Parallel coordinates
  • Contour plots

runs-comparison-multi

Media rendering

Polyaxon can render several media types, you can log several versions of the same media with step index:

  • images
  • text
  • html
  • audio
  • video
  • dataframe