3D Plots Reporting¶
The 3d_plots_reporting.py example demonstrates reporting a series as a surface plot and as a 3D scatter plot.
When the script runs, it creates an experiment named
3D plot reporting, which is associated with the
ClearML reports these plots in the ClearML Web UI, experiment details, RESULTS tab, PLOTS sub-tab.
To plot a series as a surface plot, use the Logger.report_surface method.
# report 3d surface surface = np.random.randint(10, size=(10, 10)) Logger.current_logger().report_surface( "example_surface", "series1", iteration=iteration, matrix=surface, xaxis="title X", yaxis="title Y", zaxis="title Z", )
Visualize the reported surface plot in the RESULTS tab, PLOTS sub-tab.
3D scatter plot¶
To plot a series as a 3-dimensional scatter plot, use the Logger.report_scatter3d method.
# report 3d scatter plot scatter3d = np.random.randint(10, size=(10, 3)) Logger.current_logger().report_scatter3d( "example_scatter_3d", "series_xyz", iteration=iteration, scatter=scatter3d, xaxis="title x", yaxis="title y", zaxis="title z", )
Visualize the reported 3D scatter plot in RESULTS > PLOTS.