2021-05-13 23:48:51 +00:00
|
|
|
---
|
|
|
|
title: 3D Plots Reporting
|
|
|
|
---
|
|
|
|
|
|
|
|
The [3d_plots_reporting.py](https://github.com/allegroai/clearml/blob/master/examples/reporting/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.
|
|
|
|
|
2021-09-09 10:17:46 +00:00
|
|
|
## Surface Plot
|
2021-05-13 23:48:51 +00:00
|
|
|
|
|
|
|
To plot a series as a surface plot, use the [Logger.report_surface](../../references/sdk/logger.md#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](../../img/examples_reporting_01.png)
|
|
|
|
|
2021-09-09 10:17:46 +00:00
|
|
|
## 3D Scatter Plot
|
2021-05-13 23:48:51 +00:00
|
|
|
|
|
|
|
To plot a series as a 3-dimensional scatter plot, use the [Logger.report_scatter3d](../../references/sdk/logger.md#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](../../img/examples_reporting_02.png)
|