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I added the possibility to remerge the subnetworks after splitting and the last layer can be a list of each subnetwork output size before concatenation.

The modification is copied from what I did previously for JAX backend. #1671

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(I also added the regularizer, just like FNN)

@lululxvi
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To make it easy to merge, could you split this into two PRs: one for regularizer and one for network?

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I removed the regularizer, I'll make another PR after

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The regularizer code is merged #1968. Is there any update needed for this PR?

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This one is ready to merge.
PR #1968 was for JAX and do not interfere with this one.
I will add regularizer for PFNN in torch once this PR is merged.
(it's just one line copy paste: for torch, the regularizer is implemented only in FNN and not PFNN)

@lululxvi lululxvi merged commit f7ae7e0 into lululxvi:master May 24, 2025
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2 participants