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Add Enzyme testing #743

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Add Enzyme testing #743

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117bb33
Add Enzyme testing
wsmoses Dec 9, 2024
6fc0f1c
Update Project.toml
wsmoses Dec 9, 2024
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1 change: 1 addition & 0 deletions test/Project.toml
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Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,7 @@ Distributed = "8ba89e20-285c-5b6f-9357-94700520ee1b"
Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
DistributionsAD = "ced4e74d-a319-5a8a-b0ac-84af2272839c"
Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
JET = "c3a54625-cd67-489e-a8e7-0a5a0ff4e31b"
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6 changes: 5 additions & 1 deletion test/ad.jl
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@@ -1,4 +1,6 @@
@testset "AD: ForwardDiff, ReverseDiff, and Mooncake" begin
using Enzyme

@testset "AD: ForwardDiff, ReverseDiff, Mooncake, and Enzyme" begin
@testset "$(m.f)" for m in DynamicPPL.TestUtils.DEMO_MODELS
f = DynamicPPL.LogDensityFunction(m)
rand_param_values = DynamicPPL.TestUtils.rand_prior_true(m)
Expand All @@ -21,6 +23,8 @@
ADTypes.AutoReverseDiff(; compile=false),
ADTypes.AutoReverseDiff(; compile=true),
ADTypes.AutoMooncake(; config=nothing),
ADTypes.AutoEnzyme(; mode=Enzyme.Forward),
ADTypes.AutoEnzyme(; mode=Enzyme.Reverse),
]
# Mooncake can't currently handle something that is going on in
# SimpleVarInfo{<:VarNamedVector}. Disable all SimpleVarInfo tests for now.
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