Btw do you have any insights about the acceleration performance from SqS3 versus quasi-Newton updates? Is one of them significantly better than the other, or do they perform roughly equally well? Thanks!

We did more comprehensive benchmark and expanded the empirical analysis for the first round, not so much for the following rounds. The methodology never changes throughout the revisions.