3D Plots Reporting
Trains is now ClearML
This documentation applies to the legacy Trains versions. For the latest documentation, see ClearML.
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
Trains reports these plots in the Trains 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.