Thanks very much for the detailed reply. I’ll read though closely when I have time. I haven’t used AD in Julia since the days of just FowardDiff and ReverseDiff where things were conceptually simple enough for me to understand the quirks; I was using DifferentiationInterface.jl to get quick access to the “latest and greatest”.
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