Package evaluation to test LogDensityProblemsAD on Julia 1.11.8 (29b3528cce*) started at 2026-01-20T01:02:53.546 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.11` Set-up completed after 8.74s ################################################################################ # Installation # Installing LogDensityProblemsAD... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [996a588d] + LogDensityProblemsAD v1.13.1 Updating `~/.julia/environments/v1.11/Manifest.toml` [dce04be8] + ArgCheck v2.5.0 [ffbed154] + DocStringExtensions v0.9.5 [6fdf6af0] + LogDensityProblems v2.2.0 [996a588d] + LogDensityProblemsAD v1.13.1 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 Installation completed after 5.5s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 3893.0 ms ✓ LogDensityProblemsAD 1930.3 ms ✓ ComponentArrays 2752.1 ms ✓ DifferentiationInterface → DifferentiationInterfaceTrackerExt 2717.4 ms ✓ ArrayInterface → ArrayInterfaceTrackerExt 50210.6 ms ✓ Zygote → ZygoteTrackerExt 58541.3 ms ✓ DifferentiationInterface → DifferentiationInterfaceEnzymeExt 68451.4 ms ✓ DifferentiationInterface → DifferentiationInterfaceReverseDiffExt 7934.8 ms ✓ ArrayInterface → ArrayInterfaceReverseDiffExt 3888.5 ms ✓ LogDensityProblemsAD → LogDensityProblemsADZygoteExt 2188.2 ms ✓ LogDensityProblemsAD → LogDensityProblemsADFiniteDifferencesExt 55156.6 ms ✓ LogDensityProblemsAD → LogDensityProblemsADEnzymeExt 847.0 ms ✓ LogDensityProblemsAD → LogDensityProblemsADADTypesExt 1692.9 ms ✓ LogDensityProblemsAD → LogDensityProblemsADForwardDiffExt 8728.2 ms ✓ LogDensityProblemsAD → LogDensityProblemsADReverseDiffExt 2705.7 ms ✓ LogDensityProblemsAD → LogDensityProblemsADTrackerExt 53184.5 ms ✓ ComponentArrays → ComponentArraysTrackerExt 8862.9 ms ✓ ComponentArrays → ComponentArraysReverseDiffExt 1132.6 ms ✓ ComponentArrays → ComponentArraysOptimisersExt 79568.8 ms ✓ ComponentArrays → ComponentArraysZygoteExt 6153.9 ms ✓ ComponentArrays → ComponentArraysKernelAbstractionsExt 908.0 ms ✓ LogDensityProblemsAD → LogDensityProblemsADDifferentiationInterfaceExt 17378.5 ms ✓ LogDensityProblemsAD → LogDensityProblemsADForwardDiffBenchmarkToolsExt 22 dependencies successfully precompiled in 440 seconds. 168 already precompiled. Precompilation completed after 456.51s ################################################################################ # Testing # Testing LogDensityProblemsAD Status `/tmp/jl_WHU9Ax/Project.toml` [47edcb42] ADTypes v1.21.0 [6e4b80f9] BenchmarkTools v1.6.3 [b0b7db55] ComponentArrays v0.15.31 [a0c0ee7d] DifferentiationInterface v0.7.14 [7da242da] Enzyme v0.13.118 [26cc04aa] FiniteDifferences v0.12.33 [f6369f11] ForwardDiff v1.3.1 [6fdf6af0] LogDensityProblems v2.2.0 [996a588d] LogDensityProblemsAD v1.13.1 [37e2e3b7] ReverseDiff v1.16.2 [9f7883ad] Tracker v0.2.38 [e88e6eb3] Zygote v0.7.10 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_WHU9Ax/Manifest.toml` [47edcb42] ADTypes v1.21.0 [621f4979] AbstractFFTs v1.5.0 [79e6a3ab] Adapt v4.4.0 [dce04be8] ArgCheck v2.5.0 [4fba245c] ArrayInterface v7.22.0 [a9b6321e] Atomix v1.1.2 [6e4b80f9] BenchmarkTools v1.6.3 [fa961155] CEnum v0.5.0 [082447d4] ChainRules v1.72.6 [d360d2e6] ChainRulesCore v1.26.0 [bbf7d656] CommonSubexpressions v0.3.1 [f70d9fcc] CommonWorldInvalidations v1.0.0 [34da2185] Compat v4.18.1 [b0b7db55] ComponentArrays v0.15.31 [187b0558] ConstructionBase v1.6.0 [9a962f9c] DataAPI v1.16.0 [e2d170a0] DataValueInterfaces v1.0.0 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [a0c0ee7d] DifferentiationInterface v0.7.14 [ffbed154] DocStringExtensions v0.9.5 [7da242da] Enzyme v0.13.118 [f151be2c] EnzymeCore v0.8.18 [e2ba6199] ExprTools v0.1.10 [1a297f60] FillArrays v1.16.0 [26cc04aa] FiniteDifferences v0.12.33 [f6369f11] ForwardDiff v1.3.1 [069b7b12] FunctionWrappers v1.1.3 [d9f16b24] Functors v0.5.2 [46192b85] GPUArraysCore v0.2.0 [61eb1bfa] GPUCompiler v1.8.0 [076d061b] HashArrayMappedTries v0.2.0 [7869d1d1] IRTools v0.4.15 [615f187c] IfElse v0.1.1 [92d709cd] IrrationalConstants v0.2.6 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.1 [682c06a0] JSON v1.4.0 [63c18a36] KernelAbstractions v0.9.39 [929cbde3] LLVM v9.4.4 [6fdf6af0] LogDensityProblems v2.2.0 [996a588d] LogDensityProblemsAD v1.13.1 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [872c559c] NNlib v0.9.33 [77ba4419] NaNMath v1.1.3 [d8793406] ObjectFile v0.5.0 [3bd65402] Optimisers v0.4.7 [bac558e1] OrderedCollections v1.8.1 [69de0a69] Parsers v2.8.3 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.5.1 [c1ae055f] RealDot v0.1.0 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [37e2e3b7] ReverseDiff v1.16.2 [708f8203] Richardson v1.4.2 [431bcebd] SciMLPublic v1.0.1 [7e506255] ScopedValues v1.5.0 [6c6a2e73] Scratch v1.3.0 [dc90abb0] SparseInverseSubset v0.1.2 [276daf66] SpecialFunctions v2.6.1 [aedffcd0] Static v1.3.1 [0d7ed370] StaticArrayInterface v1.8.0 [90137ffa] StaticArrays v1.9.16 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [09ab397b] StructArrays v0.7.2 [53d494c1] StructIO v0.3.1 [ec057cc2] StructUtils v2.6.2 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [9f7883ad] Tracker v0.2.38 [e689c965] Tracy v0.1.6 [013be700] UnsafeAtomics v0.3.0 [e88e6eb3] Zygote v0.7.10 [700de1a5] ZygoteRules v0.2.7 [7cc45869] Enzyme_jll v0.0.238+0 [dad2f222] LLVMExtra_jll v0.0.38+0 [ad6e5548] LibTracyClient_jll v0.13.1+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.11.0 [de0858da] Printf v1.11.0 [9abbd945] Profile v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.7.2+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+0 [14a3606d] MozillaCACerts_jll v2023.12.12 [4536629a] OpenBLAS_jll v0.3.27+1 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.7.0+0 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.59.0+0 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling LogDensityProblemsADForwardDiffExt... 1832.7 ms ✓ LogDensityProblemsAD → LogDensityProblemsADForwardDiffExt 1 dependency successfully precompiled in 2 seconds. 23 already precompiled. Precompiling Tracker... 12605.6 ms ✓ Tracker 1 dependency successfully precompiled in 13 seconds. 55 already precompiled. Precompiling LogDensityProblemsADTrackerExt... 2832.5 ms ✓ LogDensityProblemsAD → LogDensityProblemsADTrackerExt 1 dependency successfully precompiled in 3 seconds. 60 already precompiled. Precompiling Zygote... 2678.9 ms ✓ ZygoteRules 11505.1 ms ✓ ChainRules 63901.9 ms ✓ Zygote 3 dependencies successfully precompiled in 78 seconds. 62 already precompiled. Precompiling LogDensityProblemsADZygoteExt... 3864.6 ms ✓ LogDensityProblemsAD → LogDensityProblemsADZygoteExt 1 dependency successfully precompiled in 4 seconds. 69 already precompiled. Precompiling ZygoteTrackerExt... 5243.6 ms ✓ Zygote → ZygoteTrackerExt 1 dependency successfully precompiled in 6 seconds. 89 already precompiled. Precompiling ReverseDiff... 32122.5 ms ✓ ReverseDiff 1 dependency successfully precompiled in 32 seconds. 33 already precompiled. Precompiling LogDensityProblemsADReverseDiffExt... 8938.2 ms ✓ LogDensityProblemsAD → LogDensityProblemsADReverseDiffExt 1 dependency successfully precompiled in 9 seconds. 38 already precompiled. Precompiling ADTypesEnzymeCoreExt... 882.2 ms ✓ ADTypes → ADTypesEnzymeCoreExt 1 dependency successfully precompiled in 1 seconds. 2 already precompiled. Precompiling BenchmarkTools... 3133.8 ms ✓ BenchmarkTools 1 dependency successfully precompiled in 4 seconds. 15 already precompiled. Precompiling LogDensityProblemsADForwardDiffBenchmarkToolsExt... 2762.7 ms ✓ LogDensityProblemsAD → LogDensityProblemsADForwardDiffBenchmarkToolsExt 1 dependency successfully precompiled in 3 seconds. 35 already precompiled. Precompiling ComponentArrays... 2581.1 ms ✓ StaticArrayInterface 2577.7 ms ✓ ComponentArrays 2 dependencies successfully precompiled in 5 seconds. 23 already precompiled. Precompiling ArrayInterfaceGPUArraysCoreExt... 722.8 ms ✓ ArrayInterface → ArrayInterfaceGPUArraysCoreExt 1 dependency successfully precompiled in 1 seconds. 5 already precompiled. Precompiling ArrayInterfaceChainRulesExt... 1347.2 ms ✓ ArrayInterface → ArrayInterfaceChainRulesExt 1 dependency successfully precompiled in 1 seconds. 40 already precompiled. Precompiling ArrayInterfaceTrackerExt... 2325.1 ms ✓ ArrayInterface → ArrayInterfaceTrackerExt 1 dependency successfully precompiled in 3 seconds. 60 already precompiled. Precompiling ArrayInterfaceReverseDiffExt... 8459.5 ms ✓ ArrayInterface → ArrayInterfaceReverseDiffExt 1 dependency successfully precompiled in 9 seconds. 40 already precompiled. Precompiling StaticArrayInterfaceStaticArraysExt... 1423.3 ms ✓ StaticArrayInterface → StaticArrayInterfaceStaticArraysExt 1 dependency successfully precompiled in 2 seconds. 21 already precompiled. Precompiling ComponentArraysReverseDiffExt... 8780.6 ms ✓ ComponentArrays → ComponentArraysReverseDiffExt 1 dependency successfully precompiled in 9 seconds. 52 already precompiled. Precompiling ComponentArraysTrackerExt... 1003.1 ms ✓ ComponentArrays → ComponentArraysOptimisersExt 5567.8 ms ✓ ComponentArrays → ComponentArraysKernelAbstractionsExt 2832.1 ms ✓ ComponentArrays → ComponentArraysTrackerExt 3 dependencies successfully precompiled in 10 seconds. 68 already precompiled. Precompiling ComponentArraysZygoteExt... 3754.2 ms ✓ ComponentArrays → ComponentArraysZygoteExt 1 dependency successfully precompiled in 4 seconds. 78 already precompiled. Test Summary: | Pass Total Time Missing DI for unsupported ADType | 2 2 30.3s Precompiling DifferentiationInterfaceStaticArraysExt... 1291.0 ms ✓ DifferentiationInterface → DifferentiationInterfaceStaticArraysExt 1 dependency successfully precompiled in 1 seconds. 10 already precompiled. Precompiling DifferentiationInterfaceGPUArraysCoreExt... 743.1 ms ✓ DifferentiationInterface → DifferentiationInterfaceGPUArraysCoreExt 1 dependency successfully precompiled in 1 seconds. 6 already precompiled. Precompiling DifferentiationInterfaceFiniteDifferencesExt... 1993.2 ms ✓ DifferentiationInterface → DifferentiationInterfaceFiniteDifferencesExt 1 dependency successfully precompiled in 2 seconds. 25 already precompiled. Precompiling DifferentiationInterfaceTrackerExt... 1476.5 ms ✓ DifferentiationInterface → DifferentiationInterfaceForwardDiffExt 2361.8 ms ✓ DifferentiationInterface → DifferentiationInterfaceTrackerExt 2 dependencies successfully precompiled in 4 seconds. 63 already precompiled. Precompiling DifferentiationInterfaceZygoteExt... 3481.4 ms ✓ DifferentiationInterface → DifferentiationInterfaceZygoteExt 1 dependency successfully precompiled in 4 seconds. 73 already precompiled. Precompiling DifferentiationInterfaceReverseDiffExt... 8468.2 ms ✓ DifferentiationInterface → DifferentiationInterfaceReverseDiffExt 1 dependency successfully precompiled in 9 seconds. 40 already precompiled. Test Summary: | Pass Total Time AD via ReverseDiff | 1618 1618 9.9s Test Summary: | Pass Total Time AD via ForwardDiff | 242 242 5.0s Test Summary: | Pass Total Time component vectors | 4 4 3.9s Test Summary: | Pass Total Time chunk heuristics for ForwardDiff | 1 1 0.4s ┌ Warning: `ADgradient`: Keyword argument `x` is ignored └ @ LogDensityProblemsADADTypesExt ~/.julia/packages/LogDensityProblemsAD/DH6MG/ext/LogDensityProblemsADADTypesExt.jl:53 Test Summary: | Pass Total Time AD via Tracker | 206 206 5.6s ┌ Warning: `ADgradient`: Keyword argument `x` is ignored └ @ LogDensityProblemsADADTypesExt ~/.julia/packages/LogDensityProblemsAD/DH6MG/ext/LogDensityProblemsADADTypesExt.jl:61 Test Summary: | Pass Total Time AD via Zygote | 206 206 0.1s ┌ Warning: `ADgradient`: Keyword argument `x` is ignored └ @ LogDensityProblemsADADTypesExt ~/.julia/packages/LogDensityProblemsAD/DH6MG/ext/LogDensityProblemsADADTypesExt.jl:28 Test Summary: | Pass Total Time AD via Enzyme | 620 620 1m53.4s Test Summary: | Pass Total Time AD via FiniteDifferences | 203 203 5.9s Test Summary: | Pass Total Time ADgradient missing method | 4 4 0.4s ....................Test Summary: | Pass Total Time benchmark ForwardDiff chunk size | 2 2 1m42.4s Test Summary: | Pass Total Time DifferentiationInterface for unsupported ADTypes | 406 406 0.7s LogDensityProblemsADDifferentiationInterfaceExt.DIGradient{ADTypes.AutoFiniteDifferences{FiniteDifferences.AdaptedFiniteDifferenceMethod{5, 1, FiniteDifferences.UnadaptedFiniteDifferenceMethod{7, 5}}}, Nothing, TestLogDensity{typeof(test_logdensity1)}} | 203 203 0.5s LogDensityProblemsADDifferentiationInterfaceExt.DIGradient{ADTypes.AutoFiniteDifferences{FiniteDifferences.AdaptedFiniteDifferenceMethod{5, 1, FiniteDifferences.UnadaptedFiniteDifferenceMethod{7, 5}}}, DifferentiationInterface.NoGradientPrep{Tuple{typeof(LogDensityProblemsADDifferentiationInterfaceExt.logdensity_switched), ADTypes.AutoFiniteDifferences{FiniteDifferences.AdaptedFiniteDifferenceMethod{5, 1, FiniteDifferences.UnadaptedFiniteDifferenceMethod{7, 5}}}, Vector{Float64}, Tuple{DifferentiationInterface.Constant{TestLogDensity{typeof(test_logdensity1)}}}}}, TestLogDensity{typeof(test_logdensity1)}} | 203 203 0.1s Testing LogDensityProblemsAD tests passed Testing completed after 724.25s PkgEval succeeded after 1210.39s