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automl / PFNs

Our maintained PFN repository. Come here to train SOTA PFNs.
Apache License 2.0
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activation choice bug in simple MLP prior #5

Closed doronator closed 2 months ago

doronator commented 3 months ago

the design clearly is meant to allow choosing amongst various activations: https://github.com/automl/PFNs/blob/main/pfns/priors/simple_mlp.py#L29

But the simple MLP ends up always using tanh in the forward pass: https://github.com/automl/PFNs/blob/main/pfns/priors/simple_mlp.py#L57

the fix is simply to replace: x = torch.tanh(x) with: x = self.activation(x)

SamuelGabriel commented 2 months ago

good catch! should be fixed now.

SamuelGabriel commented 2 months ago

just tested, is fixed now :)