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Hi Guys! How Do You Handle Tasks With A Complex Parametrization?
For Example, A Script That Trains A Machine Learning Model, Where You Want To Parametrize Model Name, Hyperpars, Preprocessing Steps, Etc. So A Nested Configuration With Many Parameters
Do I
Hi @<1691620877822595072:profile|FlutteringMouse14>
Do I have to use Hydra
You can, and then the entire configuration is fully captured by ClearML (automatically) while you can still override values with the manual "key.sub=value" both in the UI and in the CLI
Otherwise you can connect nested dict with task.connect (these will be flattened with / for sub keys).
Or you can connect configuration files ( task.connect_configuration ) and edit them as is in the UI (with override of course)
wdyt?
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6 months ago
6 months ago