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Does NBDTs support jit? #25

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Optimox opened this issue Jan 3, 2022 · 0 comments
Open

Does NBDTs support jit? #25

Optimox opened this issue Jan 3, 2022 · 0 comments

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@Optimox
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Optimox commented Jan 3, 2022

Hi,

Great project and article, congratulations.

I'm wondering if, once the training is finished, the final NBDT can be fully exported as a JIT file?

It seems that everything is written in pytorch and inference can be done in a single forward pass so it should be fine but I'm still a bit worried about the tree part and the self.rules.forward_with_decisions(x). Have you ever tried to export one of your models as JIT? Does it work as is?

Thanks in advance for your answer.

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