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avik-pal avatar avik-pal commented on June 9, 2024 1

(frog::LeapFrogCustom)(x,ps,st) = (frog.sub_net(x[1],ps,st)[1] .+ x[2],x[1]),st

See the broadcasted addition. That makes the code type inferrable (Not sure why, though).

Regardless if you use Cthulhu, it tells you exactly where the problem is.

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arthur-bizzi avatar arthur-bizzi commented on June 9, 2024

Interestingly, a single LeapFrog Layer containing a Chain also works fine. The problem seems to be chaining custom layers containing Chains.

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avik-pal avatar avik-pal commented on June 9, 2024

Can you try changing frog.sub_net(x[1],ps,st)[1] to first(frog.sub_net(x[1],ps,st))? The first one might cause type instability, since you are indexing into a heterogeneous container.

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arthur-bizzi avatar arthur-bizzi commented on June 9, 2024

Tried it, no difference.

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