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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 examples project.

ClearML reports these plots in the ClearML Web UI > experiment page > RESULTS tab > PLOTS sub-tab.

Surface Plot#

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 RESULTS > PLOTS.

image

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. image