The lightgbm_example script demonstrates the integration of ClearML into code that uses LightGBM.
The example script does the following:
- Creates a dataset for LightGBM to train a model
- Specifies configuration which are automatically captured by ClearML
- Saves model which ClearML automatically captures
- Creates an experiment named
LightGBM, which is associated with the
The scalars logged in the experiment can be visualized in a plot, which appears in the ClearML web UI, in the experiment's page > SCALARS.
ClearML automatically logs the configurations applied to LightGBM. They appear in CONFIGURATIONS > HYPER PARAMETERS > GENERAL.
Models created by the experiment appear in the experiment’s ARTIFACTS tab. ClearML automatically logs and tracks models and any snapshots created using LightGBM.
All other console output appears in CONSOLE.