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Merged
prbzrg merged 3 commits into from
Sep 6, 2025
Merged

test more enzyme #491

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9be07e1
test more enzyme
prbzrg Sep 6, 2025
81a384b
mark them broken
prbzrg Sep 6, 2025
f26d86e
fix maybe
prbzrg Sep 6, 2025
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7 changes: 7 additions & 0 deletions test/checkby_JET_tests.jl
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Original file line number Diff line number Diff line change
Expand Up @@ -116,6 +116,13 @@ Test.@testset "CheckByJET" begin
ps = device(ps)
st = device(st)

if GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
planar &&
VERSION >= v"1.11"
continue
end

if cond
ContinuousNormalizingFlows.loss(icnf, omode, r, r2, ps, st)
JET.test_call(
Expand Down
125 changes: 108 additions & 17 deletions test/smoke_tests.jl
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Original file line number Diff line number Diff line change
Expand Up @@ -200,14 +200,25 @@ Test.@testset "Smoke Tests" begin
Test.@test !isnothing(rand(d))
Test.@test !isnothing(rand(d, ndata))

if GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode}
continue
end

Test.@testset "$adtype on loss" for adtype in adtypes
Test.@test !isnothing(DifferentiationInterface.gradient(diff_loss, adtype, ps))
Test.@test !isnothing(DifferentiationInterface.gradient(diff2_loss, adtype, r))
Test.@test !isnothing(DifferentiationInterface.gradient(diff_loss, adtype, ps)) broken =
GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
(
omode isa ContinuousNormalizingFlows.TrainMode || (
omode isa ContinuousNormalizingFlows.TestMode &&
compute_mode isa ContinuousNormalizingFlows.VectorMode
)
)
Test.@test !isnothing(DifferentiationInterface.gradient(diff2_loss, adtype, r)) broken =
GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
(
omode isa ContinuousNormalizingFlows.TrainMode || (
omode isa ContinuousNormalizingFlows.TestMode &&
compute_mode isa ContinuousNormalizingFlows.VectorMode
)
)

if cond
model = ContinuousNormalizingFlows.CondICNFModel(
Expand All @@ -218,14 +229,54 @@ Test.@testset "Smoke Tests" begin
)
mach = MLJBase.machine(model, (df, df2))

Test.@test !isnothing(MLJBase.fit!(mach))
Test.@test !isnothing(MLJBase.transform(mach, (df, df2)))
Test.@test !isnothing(MLJBase.fitted_params(mach))
Test.@test !isnothing(MLJBase.serializable(mach))
Test.@test !isnothing(MLJBase.fit!(mach)) broken =
GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
(
omode isa ContinuousNormalizingFlows.TrainMode || (
omode isa ContinuousNormalizingFlows.TestMode &&
compute_mode isa ContinuousNormalizingFlows.VectorMode
)
)
Test.@test !isnothing(MLJBase.transform(mach, (df, df2))) broken =
GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
(
omode isa ContinuousNormalizingFlows.TrainMode || (
omode isa ContinuousNormalizingFlows.TestMode &&
compute_mode isa ContinuousNormalizingFlows.VectorMode
)
)
Test.@test !isnothing(MLJBase.fitted_params(mach)) broken =
GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
(
omode isa ContinuousNormalizingFlows.TrainMode || (
omode isa ContinuousNormalizingFlows.TestMode &&
compute_mode isa ContinuousNormalizingFlows.VectorMode
)
)
Test.@test !isnothing(MLJBase.serializable(mach)) broken =
GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
(
omode isa ContinuousNormalizingFlows.TrainMode || (
omode isa ContinuousNormalizingFlows.TestMode &&
compute_mode isa ContinuousNormalizingFlows.VectorMode
)
)

Test.@test !isnothing(
ContinuousNormalizingFlows.CondICNFDist(mach, omode, r2),
)
) broken =
GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
(
omode isa ContinuousNormalizingFlows.TrainMode || (
omode isa ContinuousNormalizingFlows.TestMode &&
compute_mode isa ContinuousNormalizingFlows.VectorMode
)
)
else
model = ContinuousNormalizingFlows.ICNFModel(
icnf;
Expand All @@ -235,12 +286,52 @@ Test.@testset "Smoke Tests" begin
)
mach = MLJBase.machine(model, df)

Test.@test !isnothing(MLJBase.fit!(mach))
Test.@test !isnothing(MLJBase.transform(mach, df))
Test.@test !isnothing(MLJBase.fitted_params(mach))
Test.@test !isnothing(MLJBase.serializable(mach))
Test.@test !isnothing(MLJBase.fit!(mach)) broken =
GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
(
omode isa ContinuousNormalizingFlows.TrainMode || (
omode isa ContinuousNormalizingFlows.TestMode &&
compute_mode isa ContinuousNormalizingFlows.VectorMode
)
)
Test.@test !isnothing(MLJBase.transform(mach, df)) broken =
GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
(
omode isa ContinuousNormalizingFlows.TrainMode || (
omode isa ContinuousNormalizingFlows.TestMode &&
compute_mode isa ContinuousNormalizingFlows.VectorMode
)
)
Test.@test !isnothing(MLJBase.fitted_params(mach)) broken =
GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
(
omode isa ContinuousNormalizingFlows.TrainMode || (
omode isa ContinuousNormalizingFlows.TestMode &&
compute_mode isa ContinuousNormalizingFlows.VectorMode
)
)
Test.@test !isnothing(MLJBase.serializable(mach)) broken =
GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
(
omode isa ContinuousNormalizingFlows.TrainMode || (
omode isa ContinuousNormalizingFlows.TestMode &&
compute_mode isa ContinuousNormalizingFlows.VectorMode
)
)

Test.@test !isnothing(ContinuousNormalizingFlows.ICNFDist(mach, omode))
Test.@test !isnothing(ContinuousNormalizingFlows.ICNFDist(mach, omode)) broken =
GROUP != "All" &&
compute_mode.adback isa ADTypes.AutoEnzyme{<:Enzyme.ForwardMode} &&
(
omode isa ContinuousNormalizingFlows.TrainMode || (
omode isa ContinuousNormalizingFlows.TestMode &&
compute_mode isa ContinuousNormalizingFlows.VectorMode
)
)
end
end
end
Expand Down
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