Package evaluation of InferOpt on Julia 1.10.9 (96dc2d8c45*) started at 2025-06-06T20:20:54.295 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 4.72s ################################################################################ # Installation # Installing InferOpt... Resolving package versions... Updating `~/.julia/environments/v1.10/Project.toml` [4846b161] + InferOpt v0.7.0 Updating `~/.julia/environments/v1.10/Manifest.toml` [7d9f7c33] + Accessors v0.1.42 [66dad0bd] + AliasTables v1.1.3 [198e06fe] + BangBang v0.4.4 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [ae650224] + ChunkSplitters v2.6.0 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b429d917] + DensityInterface v0.4.0 [fc55d66b] + DifferentiableExpectations v0.2.0 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.4 [1a297f60] + FillArrays v1.13.0 [34004b35] + HypergeometricFunctions v0.3.28 [4846b161] + InferOpt v0.7.0 [22cec73e] + InitialValues v0.3.1 [3587e190] + InverseFunctions v0.1.17 [92d709cd] + IrrationalConstants v0.2.4 [692b3bcd] + JLLWrappers v1.7.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 ⌅ [67456a42] + OhMyThreads v0.5.3 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [21216c6a] + Preferences v1.4.3 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [97f35ef4] + RequiredInterfaces v0.1.7 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.1 [91464d47] + StableTasks v0.1.7 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.5 [4c63d2b9] + StatsFuns v1.5.0 [ed4db957] + TaskLocalValues v0.1.2 [1c621080] + TestItems v1.0.0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [b77e0a4c] + InteractiveUtils [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [56ddb016] + Logging [d6f4376e] + Markdown [de0858da] + Printf [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [8dfed614] + Test [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.23+4 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 7.85s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 240.68s ################################################################################ # Testing # Testing InferOpt Status `/tmp/jl_vcUwer/Project.toml` [4c88cf16] Aqua v0.8.13 [d360d2e6] ChainRulesCore v1.25.1 [b429d917] DensityInterface v0.4.0 [fc55d66b] DifferentiableExpectations v0.2.0 ⌅ [b383313e] DifferentiableFrankWolfe v0.3.0 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.4 [e30172f5] Documenter v1.11.4 [26cc04aa] FiniteDifferences v0.12.32 [587475ba] Flux v0.16.4 ⌅ [f55ce6ea] FrankWolfe v0.3.9 [86223c79] Graphs v1.13.0 [dd2b58c7] GridGraphs v0.10.1 [87dc4568] HiGHS v1.18.0 ⌅ [57b37032] ImplicitDifferentiation v0.6.3 [4846b161] InferOpt v0.7.0 ⌅ [c3a54625] JET v0.9.18 [4076af6c] JuMP v1.26.0 [98e50ef6] JuliaFormatter v2.1.2 [98b081ad] Literate v2.20.1 [92933f4c] ProgressMeter v1.10.4 [97f35ef4] RequiredInterfaces v0.1.7 ⌃ [295af30f] Revise v3.7.5 [2913bbd2] StatsBase v0.34.5 [4c63d2b9] StatsFuns v1.5.0 [f8b46487] 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Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... ┌ Info: LinearMaximizer(max_pricing, g, h) │ g = g (generic function with 1 method) └ h = h (generic function with 1 method) [ Info: InferOpt.PerturbedOracle{InferOpt.AdditivePerturbation{Distributions.Normal{Float64}}, InferOpt.LinearMaximizer{typeof(Main.var"##1191".InferOptTestUtils.max_pricing), typeof(Main.var"##1191".InferOptTestUtils.g), typeof(Main.var"##1191".InferOptTestUtils.h)}, false, true, InferOpt.NormalAdditiveGradLogdensity, Random.TaskLocalRNG, Nothing}(DifferentiableExpectations.Reinforce{false, true, InferOpt.LinearMaximizer{typeof(Main.var"##1191".InferOptTestUtils.max_pricing), typeof(Main.var"##1191".InferOptTestUtils.g), typeof(Main.var"##1191".InferOptTestUtils.h)}, InferOpt.AdditivePerturbation{Distributions.Normal{Float64}}, InferOpt.NormalAdditiveGradLogdensity, Random.TaskLocalRNG, Nothing}(LinearMaximizer(max_pricing, g, h), InferOpt.AdditivePerturbation{Distributions.Normal{Float64}}(Distributions.Normal{Float64}(μ=0.0, σ=1.0), 1.0), InferOpt.NormalAdditiveGradLogdensity(1.0), Random.TaskLocalRNG(), 10, nothing)) Test Summary: | Pass Broken Total Time Package | 1042 1 1043 32m32.2s test/learning_ranking.jl | 156 156 11m52.7s imit - SPO+ (θ) | 7 7 2m51.9s imit - SPO+ (θ & y) | 7 7 4.7s imit - MSE IdentityRelaxation | 7 7 15.8s imit - MSE Interpolation | 7 7 7.0s imit - MSE PerturbedAdditive | 7 7 14.2s imit - MSE PerturbedMultiplicative | 7 7 7.7s imit - MSE RegularizedFrankWolfe | 7 7 3m30.8s imit - FYL PerturbedAdditive | 7 7 7.2s imit - FYL PerturbedMultiplicative | 7 7 7.5s imit - FYL PerturbedAdditive{LogNormal} | 7 7 6.5s imit - FYL RegularizedFrankWolfe | 7 7 7.3s exp - Pushforward PerturbedAdditive | 7 7 8.2s exp - Pushforward PerturbedMultiplicative | 7 7 7.3s exp - Pushforward PerturbedAdditive{LogNormal} | 7 7 53.9s exp - Pushforward PerturbedMultiplicative{LogNormal} | 7 7 51.6s exp - Pushforward PerturbedOracle{LogNormal} | 7 7 34.9s exp - Pushforward RegularizedFrankWolfe | 7 7 59.7s exp - soft rank | 23 23 28.7s imit - FYL - soft rank | 14 14 7.8s test/perturbed.jl | 15 1 16 1m06.6s Jacobian approx | 7 1 8 21.1s PerturbedAdditive | 4 4 12.5s PerturbedMultiplicative | 3 1 4 7.8s PerturbedOracle vs PerturbedAdditive | 2 2 13.6s Variance reduction | 2 2 9.6s Perturbed - small ε convergence | 4 4 22.3s test/paths.jl | 91 91 5m38.1s Paths - imit - SPO+ (θ) | 7 7 16.5s Paths - imit - SPO+ (θ & y) | 7 7 7.1s Paths - imit - MSE IdentityRelaxation | 7 7 16.9s Paths - imit - MSE PerturbedAdditive | 7 7 17.0s Paths - imit - MSE PerturbedMultiplicative | 7 7 11.0s Paths - imit - MSE RegularizedFrankWolfe | 7 7 1m17.5s Paths - imit - FYL PerturbedAdditive | 7 7 9.5s Paths - imit - FYL PerturbedMultiplicative | 7 7 10.5s Paths - imit - FYL PerturbedAdditive{LogNormal} | 7 7 9.7s Paths - imit - FYL RegularizedFrankWolfe | 7 7 10.4s Paths - exp - Pushforward PerturbedAdditive | 7 7 20.7s Paths - exp - Pushforward PerturbedMultiplicative | 7 7 21.7s Paths - exp - Pushforward RegularizedFrankWolfe | 7 7 1m49.7s test/soft_rank.jl | 504 504 2m12.2s Basic tests | 4 4 1m07.1s Isotonic l2 compare to HiGHS | 100 100 24.2s Test jacobian against finite differences | 400 400 40.9s test/abstract_regularized_interface.jl | 4 4 1.6s Test interfaces are correctly implemented | 4 4 1.6s test/imitation_loss.jl | 80 80 55.5s ImitationLoss vs SSVM | 16 16 12.6s ImitationLoss vs FYL SparseMax | 16 16 13.7s ImitationLoss vs FYL SoftMax | 16 16 9.6s ImitationLoss vs SPO+ (α = 1) | 16 16 9.9s ImitationLoss vs SPO+ (α = 2) | 16 16 9.8s test/tutorial.jl | 1 1 33.8s Tutorial | 1 1 33.8s test/code.jl | 12 12 3m09.2s Quality (Aqua.jl) | 10 10 43.6s Unbound type parameters | 1 1 0.3s Undefined exports | 1 1 0.0s Compare Project.toml and test/Project.toml | 1 1 0.0s Stale dependencies | 1 1 6.1s Compat bounds | 3 3 0.5s Piracy | 1 1 0.3s Persistent tasks | 1 1 19.0s Correctness (JET.jl) | 1 1 1m36.5s Formatting (JuliaFormatter.jl) | 1 1 49.1s test/learning_generalized_maximizer.jl | 67 67 2m18.5s Generalized maximizer basics | 3 3 3.3s Generalized maximizer - imit - MSE PerturbedAdditive | 7 7 23.6s Generalized maximizer - imit - MSE PerturbedMultiplicative | 7 7 15.7s Generalized maximizer - imit - FYL PerturbedAdditive | 7 7 17.6s Generalized maximizer - imit - FYL PerturbedMultiplicative | 7 7 15.3s Generalized maximizer - imit - SPO+ (θ) | 7 7 11.1s Generalized maximizer - imit - SPO+ (θ & y) | 7 7 11.1s Generalized maximizer - exp - Pushforward PerturbedAdditive | 7 7 15.7s Generalized maximizer - exp - Pushforward PerturbedMultiplicative | 7 7 16.0s Regularized with a GeneralizedMaximizer | 8 8 9.2s test/argmax.jl | 112 112 4m44.1s Argmax - imit - SPO+ (θ) | 7 7 8.4s Argmax - imit - SPO+ (θ & y) | 7 7 7.2s Argmax - imit - SSVM | 7 7 7.3s Argmax - imit - MSE SparseArgmax | 7 7 11.9s Argmax - imit - MSE SoftArgmax | 7 7 11.6s Argmax - imit - MSE PerturbedAdditive | 7 7 12.8s Argmax - imit - MSE PerturbedMultiplicative | 7 7 11.3s Argmax - imit - MSE RegularizedFrankWolfe | 7 7 1m19.6s Argmax - imit - FYL SparseArgmax | 7 7 9.8s Argmax - imit - FYL SoftArgmax | 7 7 9.3s Argmax - imit - FYL PerturbedAdditive | 7 7 11.9s Argmax - imit - FYL PerturbedMultiplicative | 7 7 12.7s Argmax - imit - FYL RegularizedFrankWolfe | 7 7 12.1s Argmax - exp - Pushforward PerturbedAdditive | 7 7 13.0s Argmax - exp - Pushforward PerturbedMultiplicative | 7 7 12.4s Argmax - exp - Pushforward RegularizedFrankWolfe | 7 7 52.6s Testing InferOpt tests passed Testing completed after 1969.98s PkgEval succeeded after 2241.5s