clearml-docs/docs/guides/reporting/scalar_reporting.md
2024-08-12 16:04:50 +03:00

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Scalars Reporting

The scalar_reporting.py script demonstrates explicit scalar reporting. ClearML reports scalars in the ClearML Web UI > experiment details > SCALARS tab.

When the script runs, it creates an experiment named scalar reporting in the examples project.

To reports scalars, call Logger.report_scalar(). To report more than one series on the same plot, use the same 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(
        title="unified graph", series="series A", iteration=i, value=1./(i+1)
    )
    Logger.current_logger().report_scalar(
        title="unified graph", series="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(
        title="graph A", series="series A", iteration=i, value=1./(i+1)
    )
    Logger.current_logger().report_scalar(
        title="graph B", series="series B", iteration=i, value=10./(i+1)
    )

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