[QST] running sklearn model using cuml?

[saurabhr]

Hi,

I have multiple sklearn trained models saved using joblib and their sizes are 5gb on average. I want to test samples using these models. Can I load these saved models using cuml?

[viclafargue]

Hello, it is unfortunately not currently possible to do so. However, we are working on offering some CPU/GPU interoperability features in the near future. In the meantime, depending on the models you would like to run, there could be a way to turn the said model into a cuML one manually. To do so, you can refer to this issue that was about turning a cuML model into an sklearn one : #3626. For some of the models the conversion can be done in reverse in a similar fashion.