can reduce model's size?

yixinsun1216 / crossfit

Implementation of Double/Debiased Machine Learning approach

3 stars 2 forks source link

can reduce model's size? #20

Closed bianchenhao closed 3 years ago

bianchenhao commented 3 years ago

I trained a causual forest with 1 million * 115 samples, then I saved model with saveRDS. However, the model file's size is about 5G.When I predicted, reading modelfile and predicting needed 20G memory.

Is there any wan to reduce the size of model which can support forecast?

bianchenhao commented 3 years ago

sorry, I got the wrong place to ask