Scalars Reporting

The demonstrates explicit scalar reporting. ClearML reports scalars in the ClearML Web UI, experiment details, RESULTS tab, SCALARS sub-tab. When the script runs, it creates an experiment named scalar reporting, which is associated with the examples project.

To reports scalars, call the Logger.report_scalar method. To report more than one series on the same plot, use same the title argument. For different plots, use different title arguments.

# report two scalar series on the same graph
for i in range(100):
    Logger.current_logger().report_scalar("unified graph", "series A", iteration=i, value=1./(i+1))
    Logger.current_logger().report_scalar("unified graph", "series B", iteration=i, value=10./(i+1))

# report two scalar series on two different graphs
for i in range(100):
    Logger.current_logger().report_scalar("graph A", "series A", iteration=i, value=1./(i+1))
    Logger.current_logger().report_scalar("graph B", "series B", iteration=i, value=10./(i+1))