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Bump autodiff tests #1275

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02b98c2
Bump autodiff tests
ChrisRackauckas Jun 13, 2025
ef6948b
Remove Tapir
ChrisRackauckas Jun 15, 2025
ff66bb4
bump versions
ChrisRackauckas Jun 22, 2025
f2d9c31
another bump
ChrisRackauckas Jun 23, 2025
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4 changes: 3 additions & 1 deletion benchmarks/AutomaticDifferentiation/BrussScaling.jmd
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Expand Up @@ -7,7 +7,7 @@ From the paper [A Comparison of Automatic Differentiation and Continuous Sensiti

```julia
using OrdinaryDiffEq, ReverseDiff, ForwardDiff, FiniteDiff, SciMLSensitivity
using LinearAlgebra, Tracker, Plots
using LinearAlgebra, Tracker, Plots, Mooncake
```

```julia
Expand Down Expand Up @@ -300,6 +300,7 @@ _adjoint_methods = ntuple(2) do ii
advj1 = Alg(autodiff=true,autojacvec=EnzymeVJP()), # AD vJ
advj2 = Alg(autodiff=true,autojacvec=ReverseDiffVJP(false)), # AD vJ
advj3 = Alg(autodiff=true,autojacvec=ReverseDiffVJP(true)), # AD vJ
advj4 = Alg(autodiff=true,autojacvec=MooncakeVJP()), # AD vJ
)
end |> NamedTuple{(:interp, :quad)}
adjoint_methods = mapreduce(collect, vcat, _adjoint_methods)
Expand All @@ -326,6 +327,7 @@ plot!(plt2, n_to_param.(csan), csadata[2+3], lab="AD-Jacobian", lw=lw, marksize=
plot!(plt2, n_to_param.(csan), csacompare[1+3], lab=raw"EnzymeVJP", lw=lw, marksize=ms, linestyle=:auto, marker=:auto);
plot!(plt2, n_to_param.(csan), csacompare[2+3], lab=raw"ReverseDiffVJP", lw=lw, marksize=ms, linestyle=:auto, marker=:auto);
plot!(plt2, n_to_param.(csan), csacompare[3+3], lab=raw"Compiled ReverseDiffVJP", lw=lw, marksize=ms, linestyle=:auto, marker=:auto);
plot!(plt2, n_to_param.(csan), csacompare[4+3], lab=raw"MooncakeVJP", lw=lw, marksize=ms, linestyle=:auto, marker=:auto);
xaxis!(plt2, "Number of Parameters", :log10);
yaxis!(plt2, "Runtime (s)", :log10);
plot!(plt2, legend=:outertopleft, size=(1200, 600))
Expand Down
4 changes: 2 additions & 2 deletions benchmarks/AutomaticDifferentiation/JuliaAD.jmd
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Expand Up @@ -5,7 +5,7 @@ author: Guillaume Dalle and Chris Rackauckas

```julia
using DifferentiationInterface, DifferentiationInterfaceTest, DataFrames, DataFramesMeta
import Enzyme, Zygote, Tapir
import Enzyme, Zygote, Mooncake
import Markdown, PrettyTables, Printf

function paritytrig(x::AbstractVector{T}) where {T}
Expand All @@ -22,7 +22,7 @@ end

backends = [
AutoEnzyme(mode=Enzyme.Reverse),
AutoTapir(safe_mode=false),
AutoMooncake(safe_mode=false),
AutoZygote(),
];

Expand Down
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