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fix: enzyme is now properly supported in 1.11 #515

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Merged
merged 3 commits into from
Dec 4, 2024
Merged

fix: enzyme is now properly supported in 1.11 #515

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7f42587
fix: remove compiled reversediff from default options
avik-pal Dec 3, 2024
cddd688
fix: enzyme is now properly supported in 1.11
avik-pal Dec 3, 2024
92d6e5d
Merge branch 'master' into ap/enzyme_1.11
avik-pal Dec 3, 2024
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25 changes: 7 additions & 18 deletions lib/NonlinearSolveBase/src/autodiff.jl
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Original file line number Diff line number Diff line change
Expand Up @@ -3,24 +3,13 @@

# Ordering is important here. We want to select the first one that is compatible with the
# problem.
# XXX: Remove this once Enzyme is properly supported on Julia 1.11+
@static if VERSION ≥ v"1.11-"
const ReverseADs = (
ADTypes.AutoZygote(),
ADTypes.AutoTracker(),
ADTypes.AutoReverseDiff(),
ADTypes.AutoEnzyme(; mode = EnzymeCore.Reverse),
ADTypes.AutoFiniteDiff()
)
else
const ReverseADs = (
ADTypes.AutoEnzyme(; mode = EnzymeCore.Reverse),
ADTypes.AutoZygote(),
ADTypes.AutoTracker(),
ADTypes.AutoReverseDiff(),
ADTypes.AutoFiniteDiff()
)
end
const ReverseADs = (
ADTypes.AutoEnzyme(; mode = EnzymeCore.Reverse),
ADTypes.AutoZygote(),
ADTypes.AutoTracker(),
ADTypes.AutoReverseDiff(),
ADTypes.AutoFiniteDiff()
)

const ForwardADs = (
ADTypes.AutoPolyesterForwardDiff(),
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