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Support for different layer shapes for VeRA #1816

@dkopi

Description

@dkopi

Feature request

Current implementation of VeRA does not allow to adapt layers of different shapes, as the basis matrices A and B are shared across all adapted layers and need to have compatible shapes. Solution to that would be creating the largest required A & B matrices, and slicing it accordingly for each adapted layer.

Motivation

The current constraint is significantly limiting the scope of applications for VeRA.

Your contribution

I'll do the PR.

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