Package evaluation of OutlierDetectionNetworks on Julia 1.13.0-DEV.1035 (d28a587c89*) started at 2025-08-24T21:30:54.031 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.73s ################################################################################ # Installation # Installing OutlierDetectionNetworks... Resolving package versions... Installed MacroTools ────────────────── v0.5.16 Installed MLDataDevices ─────────────── v1.11.1 Installed CompositionsBase ──────────── v0.1.2 Installed NameResolution ────────────── v0.1.5 Installed DataStructures ────────────── v0.19.0 Installed ForwardDiff ───────────────── v1.0.1 Installed MicroCollections ──────────── v0.2.0 Installed OneHotArrays ──────────────── v0.2.10 Installed DiffResults ───────────────── v1.1.0 Installed Adapt ─────────────────────── v4.3.0 Installed FillArrays ────────────────── v1.13.0 Installed ConstructionBase ──────────── v1.6.0 Installed DelimitedFiles ────────────── v1.9.1 Installed AliasTables ───────────────── v1.1.3 Installed DefineSingletons ──────────── v0.1.2 Installed ContextVariablesX ─────────── v0.1.3 Installed FLoops ────────────────────── v0.2.2 Installed StatsBase ─────────────────── v0.34.6 Installed Optimisers ────────────────── v0.4.6 Installed SparseInverseSubset ───────── v0.1.2 Installed Functors ──────────────────── v0.5.2 Installed OrderedCollections ────────── v1.8.1 Installed JuliaVariables ────────────── v0.2.4 Installed Zygote ────────────────────── v0.7.10 Installed Compat ────────────────────── v4.18.0 Installed HashArrayMappedTries ──────── v0.2.0 Installed DataAPI ───────────────────── v1.16.0 Installed IteratorInterfaceExtensions ─ v1.0.0 Installed Statistics ────────────────── v1.11.1 Installed EnzymeCore ────────────────── v0.8.12 Installed PrecompileTools ───────────── v1.3.2 Installed ProgressLogging ───────────── v0.1.5 Installed StatsAPI ──────────────────── v1.7.1 Installed DataValueInterfaces ───────── v1.0.0 Installed InitialValues ─────────────── v0.3.1 Installed Atomix ────────────────────── v1.1.2 Installed NNlib ─────────────────────── v0.9.31 Installed StructArrays ──────────────── v0.7.1 Installed ChainRules ────────────────── v1.72.5 Installed CommonSubexpressions ──────── v0.3.1 Installed ArgCheck ──────────────────── v2.5.0 Installed MLCore ────────────────────── v1.0.0 Installed StaticArraysCore ──────────── v1.4.3 Installed IrrationalConstants ───────── v0.2.4 Installed PrettyPrint ───────────────── v0.2.0 Installed ChainRulesCore ────────────── v1.26.0 Installed StaticArrays ──────────────── v1.9.14 Installed MLUtils ───────────────────── v0.4.8 Installed RealDot ───────────────────── v0.1.0 Installed GPUArraysCore ─────────────── v0.2.0 Installed NaNMath ───────────────────── v1.1.3 Installed Requires ──────────────────── v1.3.1 Installed AbstractFFTs ──────────────── v1.5.0 Installed OpenSpecFun_jll ───────────── v0.5.6+0 Installed DiffRules ─────────────────── v1.15.1 Installed LogExpFunctions ───────────── v0.3.29 Installed BangBang ──────────────────── v0.4.4 Installed SimpleTraits ──────────────── v0.9.5 Installed ScopedValues ──────────────── v1.4.0 Installed Tables ────────────────────── v1.12.1 Installed KernelAbstractions ────────── v0.9.38 Installed FLoopsBase ────────────────── v0.1.1 Installed PtrArrays ─────────────────── v1.3.0 Installed OutlierDetectionNetworks ──── v0.2.0 Installed SplittablesBase ───────────── v0.1.15 Installed Reexport ──────────────────── v1.2.2 Installed InverseFunctions ──────────── v0.1.17 Installed Transducers ───────────────── v0.4.84 Installed Setfield ──────────────────── v1.1.2 Installed UnsafeAtomics ─────────────── v0.3.0 Installed SpecialFunctions ──────────── v2.5.1 Installed IRTools ───────────────────── v0.4.15 Installed Preferences ───────────────── v1.5.0 Installed Missings ──────────────────── v1.2.0 Installed JLLWrappers ───────────────── v1.7.1 Installed TableTraits ───────────────── v1.0.1 Installed SortingAlgorithms ─────────── v1.2.2 Installed Baselet ───────────────────── v0.1.1 Installed ScientificTypesBase ───────── v3.0.0 Installed ShowCases ─────────────────── v0.1.0 Installed ZygoteRules ───────────────── v0.2.7 Installed IterTools ─────────────────── v1.10.0 Installed MLStyle ───────────────────── v0.4.17 Installed StatisticalTraits ─────────── v3.5.0 Installed DocStringExtensions ───────── v0.9.5 Installed CategoricalArrays ─────────── v0.10.8 Installed OutlierDetectionInterface ─── v0.2.1 Installed MLJModelInterface ─────────── v1.12.0 Installed Flux ──────────────────────── v0.16.5 Installed Accessors ─────────────────── v0.1.42 Installing 1 artifacts Installed artifact OpenSpecFun 194.9 KiB Updating `~/.julia/environments/v1.13/Project.toml` [c7f57e37] + OutlierDetectionNetworks v0.2.0 Updating `~/.julia/environments/v1.13/Manifest.toml` [621f4979] + AbstractFFTs v1.5.0 [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [a9b6321e] + Atomix v1.1.2 [198e06fe] + BangBang v0.4.4 [9718e550] + Baselet v0.1.1 ⌅ [324d7699] + CategoricalArrays v0.10.8 [082447d4] + ChainRules v1.72.5 [d360d2e6] + ChainRulesCore v1.26.0 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [6add18c4] + 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MLDataDevices v1.11.1 [e80e1ace] + MLJModelInterface v1.12.0 [d8e11817] + MLStyle v0.4.17 [f1d291b0] + MLUtils v0.4.8 [1914dd2f] + MacroTools v0.5.16 [128add7d] + MicroCollections v0.2.0 [e1d29d7a] + Missings v1.2.0 [872c559c] + NNlib v0.9.31 [77ba4419] + NaNMath v1.1.3 [71a1bf82] + NameResolution v0.1.5 [0b1bfda6] + OneHotArrays v0.2.10 [3bd65402] + Optimisers v0.4.6 [bac558e1] + OrderedCollections v1.8.1 [1722ece6] + OutlierDetectionInterface v0.2.1 [c7f57e37] + OutlierDetectionNetworks v0.2.0 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.5.0 [8162dcfd] + PrettyPrint v0.2.0 [33c8b6b6] + ProgressLogging v0.1.5 [43287f4e] + PtrArrays v1.3.0 [c1ae055f] + RealDot v0.1.0 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [30f210dd] + ScientificTypesBase v3.0.0 [7e506255] + ScopedValues v1.4.0 [efcf1570] + Setfield v1.1.2 [605ecd9f] + ShowCases v0.1.0 [699a6c99] + SimpleTraits v0.9.5 [a2af1166] + SortingAlgorithms v1.2.2 [dc90abb0] + SparseInverseSubset v0.1.2 [276daf66] + SpecialFunctions v2.5.1 [171d559e] + SplittablesBase v0.1.15 [90137ffa] + StaticArrays v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [64bff920] + StatisticalTraits v3.5.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.6 [09ab397b] + StructArrays v0.7.1 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [28d57a85] + Transducers v0.4.84 [013be700] + UnsafeAtomics v0.3.0 [e88e6eb3] + Zygote v0.7.10 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [de0858da] + Printf v1.11.0 [3fa0cd96] + REPL 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 v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+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 9.24s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 4385.5 ms ✓ TestEnv 1 dependency successfully precompiled in 4 seconds. 27 already precompiled. Precompiling package dependencies... Precompilation completed after 670.93s ################################################################################ # Testing # Testing OutlierDetectionNetworks Status `/tmp/jl_wpTD6o/Project.toml` ⌅ [324d7699] CategoricalArrays v0.10.8 [587475ba] Flux v0.16.5 [c8e1da08] IterTools v1.10.0 [1722ece6] OutlierDetectionInterface v0.2.1 [c7f57e37] OutlierDetectionNetworks v0.2.0 [66620973] OutlierDetectionTest v0.3.1 [10745b16] Statistics v1.11.1 [37e2e46d] LinearAlgebra v1.13.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_wpTD6o/Manifest.toml` [621f4979] AbstractFFTs v1.5.0 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [a9b6321e] Atomix v1.1.2 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 ⌅ [324d7699] CategoricalArrays v0.10.8 ⌅ [af321ab8] CategoricalDistributions v0.1.15 [082447d4] ChainRules v1.72.5 [d360d2e6] ChainRulesCore v1.26.0 [3da002f7] ColorTypes v0.12.1 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat 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CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Test Summary: | Pass Total Time AEDetector @meta | 4 4 0.0s Test Summary: | Pass Total Time DSADDetector @meta | 4 4 0.0s Test Summary: | Pass Total Time ESADDetector @meta | 4 4 0.0s ┌ Warning: Layer with Float32 parameters got Float64 input. │ The input will be converted, but any earlier layers may be very slow. │ layer = Dense(10 => 50; bias=false) # 500 parameters │ summary(x) = "10×32 Matrix{Float64}" └ @ Flux ~/.julia/packages/Flux/uRn8o/src/layers/stateless.jl:60 [ Info: Training machine(AEDetector(encoder = Chain(Chain(Dense(10 => 50; bias=false), BatchNorm(50, relu)), Chain(Dense(50 => 20; bias=false), BatchNorm(20, relu)), Dense(20 => 5; bias=false)), …), …). [ Info: Training machine(ProbabilisticUnsupervisedCompositeDetector(normalize = scale_minmax, …), …). [ Info: Training machine(AEDetector(encoder = Chain(Chain(Dense(10 => 50; bias=false), BatchNorm(50, relu)), Chain(Dense(50 => 20; bias=false), BatchNorm(20, relu)), Dense(20 => 5; bias=false)), …), …). [ Info: Training machine(DeterministicUnsupervisedCompositeDetector(normalize = scale_minmax, …), …). [ Info: Training machine(AEDetector(encoder = Chain(Chain(Dense(10 => 50; bias=false), BatchNorm(50, relu)), Chain(Dense(50 => 20; bias=false), BatchNorm(20, relu)), Dense(20 => 5; bias=false)), …), …). Test Summary: | Pass Total Time AEDetector(encoder = Chain(Chain(Dense(10 => 50; bias=false), BatchNorm(50, relu)), Chain(Dense(50 => 20; bias=false), BatchNorm(20, relu)), Dense(20 => 5; bias=false)), …) | 10 10 4m01.9s [ Info: Training machine(DSADDetector(encoder = Chain(Chain(Dense(10 => 50; bias=false), BatchNorm(50, relu)), Chain(Dense(50 => 20; bias=false), BatchNorm(20, relu)), Dense(20 => 5; bias=false)), …), …). [ Info: Training machine(ProbabilisticSupervisedCompositeDetector(normalize = scale_minmax, …), …). [ Info: Training machine(DSADDetector(encoder = Chain(Chain(Dense(10 => 50; bias=false), BatchNorm(50, relu)), Chain(Dense(50 => 20; bias=false), BatchNorm(20, relu)), Dense(20 => 5; bias=false)), …), …). [ Info: Training machine(DeterministicSupervisedCompositeDetector(normalize = scale_minmax, …), …). [ Info: Training machine(DSADDetector(encoder = Chain(Chain(Dense(10 => 50; bias=false), BatchNorm(50, relu)), Chain(Dense(50 => 20; bias=false), BatchNorm(20, relu)), Dense(20 => 5; bias=false)), …), …). Test Summary: | Pass Total Time DSADDetector(encoder = Chain(Chain(Dense(10 => 50; bias=false), BatchNorm(50, relu)), Chain(Dense(50 => 20; bias=false), BatchNorm(20, relu)), Dense(20 => 5; bias=false)), …) | 10 10 1m04.3s ESADDetector(encoder = Chain(Chain(Dense(10 => 50; bias=false), BatchNorm(50, relu)), Chain(Dense(50 => 20; bias=false), BatchNorm(20, relu)), Dense(20 => 5; bias=false)), …): Error During Test at /home/pkgeval/.julia/packages/OutlierDetectionTest/NLoVu/src/test_detector.jl:2 Got exception outside of a @test could not load symbol "jl_expand": /opt/julia/bin/julia: undefined symbol: jl_expand Stacktrace: [1] __cacheget_generator__(world::UInt64, source::Method, self::Type, cache::Type, x::Type, args::Tuple{DataType, DataType}) @ Functors ~/.julia/packages/Functors/LbNAu/src/cache.jl:24 [2] (::Functors.CachedWalk{Functors.ExcludeWalk{Functors.StructuralWalk, Flux.Train.var"#setup##0#setup##1", typeof(Optimisers.isnumeric)}, Functors.NoKeyword, Functors.WalkCache{Any, Any, Functors.ExcludeWalk{Functors.StructuralWalk, Flux.Train.var"#setup##0#setup##1", typeof(Optimisers.isnumeric)}, IdDict{Any, Any}}})(::Function, ::Matrix{Float32}) @ Functors ~/.julia/packages/Functors/LbNAu/src/walks.jl:175 [3] recurse @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:54 [inlined] [4] map @ ./tuple.jl:361 [inlined] [5] map @ ./namedtuple.jl:263 [inlined] [6] _map @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:3 [inlined] [7] StructuralWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:99 [inlined] [8] ExcludeWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:126 [inlined] [9] CachedWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:177 [inlined] [10] (::Functors.var"#recurse#execute##0"{Functors.CachedWalk{Functors.ExcludeWalk{Functors.StructuralWalk, Flux.Train.var"#setup##0#setup##1", typeof(Optimisers.isnumeric)}, Functors.NoKeyword, Functors.WalkCache{Any, Any, Functors.ExcludeWalk{Functors.StructuralWalk, Flux.Train.var"#setup##0#setup##1", typeof(Optimisers.isnumeric)}, IdDict{Any, Any}}}})(xs::Flux.Dense{typeof(identity), Matrix{Float32}, Bool}) @ Functors ~/.julia/packages/Functors/LbNAu/src/walks.jl:54 [11] map @ ./tuple.jl:360 [inlined] [12] _map(::Function, ::Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}) @ Functors ~/.julia/packages/Functors/LbNAu/src/walks.jl:3 [13] StructuralWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:99 [inlined] [14] ExcludeWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:126 [inlined] [15] CachedWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:177 [inlined] [16] recurse @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:54 [inlined] [17] map @ ./tuple.jl:359 [inlined] [18] map @ ./namedtuple.jl:263 [inlined] [19] _map @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:3 [inlined] [20] StructuralWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:99 [inlined] [21] ExcludeWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:126 [inlined] [22] CachedWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:177 [inlined] [23] recurse @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:54 [inlined] [24] map(f::Functors.var"#recurse#execute##0"{Functors.CachedWalk{Functors.ExcludeWalk{Functors.StructuralWalk, Flux.Train.var"#setup##0#setup##1", typeof(Optimisers.isnumeric)}, Functors.NoKeyword, Functors.WalkCache{Any, Any, Functors.ExcludeWalk{Functors.StructuralWalk, Flux.Train.var"#setup##0#setup##1", typeof(Optimisers.isnumeric)}, IdDict{Any, Any}}}}, t::Tuple{Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Dense{typeof(identity), Matrix{Float32}, Bool}}) @ Base ./tuple.jl:361 [25] _map(::Function, ::Tuple{Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Dense{typeof(identity), Matrix{Float32}, Bool}}) @ Functors ~/.julia/packages/Functors/LbNAu/src/walks.jl:3 [26] StructuralWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:99 [inlined] [27] ExcludeWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:126 [inlined] [28] CachedWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:177 [inlined] [29] recurse @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:54 [inlined] [30] map @ ./tuple.jl:359 [inlined] [31] map @ ./namedtuple.jl:263 [inlined] [32] _map @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:3 [inlined] [33] StructuralWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:99 [inlined] [34] ExcludeWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:126 [inlined] [35] CachedWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:177 [inlined] [36] recurse @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:54 [inlined] [37] map @ ./tuple.jl:361 [inlined] [38] _map @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:3 [inlined] [39] StructuralWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:99 [inlined] [40] ExcludeWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:126 [inlined] [41] CachedWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:177 [inlined] [42] (::Functors.var"#recurse#execute##0"{Functors.CachedWalk{Functors.ExcludeWalk{Functors.StructuralWalk, Flux.Train.var"#setup##0#setup##1", typeof(Optimisers.isnumeric)}, Functors.NoKeyword, Functors.WalkCache{Any, Any, Functors.ExcludeWalk{Functors.StructuralWalk, Flux.Train.var"#setup##0#setup##1", typeof(Optimisers.isnumeric)}, IdDict{Any, Any}}}})(xs::Tuple{Flux.Chain{Tuple{Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Dense{typeof(identity), Matrix{Float32}, Bool}}}, Flux.Chain{Tuple{Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Dense{typeof(NNlib.σ), Matrix{Float32}, Bool}}}, Flux.Chain{Tuple{Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Dense{typeof(identity), Matrix{Float32}, Bool}}}}) @ Functors ~/.julia/packages/Functors/LbNAu/src/walks.jl:54 [43] map @ ./tuple.jl:359 [inlined] [44] map(::Function, ::@NamedTuple{layers::Tuple{Flux.Chain{Tuple{Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Dense{typeof(identity), Matrix{Float32}, Bool}}}, Flux.Chain{Tuple{Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Dense{typeof(NNlib.σ), Matrix{Float32}, Bool}}}, Flux.Chain{Tuple{Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Dense{typeof(identity), Matrix{Float32}, Bool}}}}}) @ Base ./namedtuple.jl:263 [45] _map @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:3 [inlined] [46] StructuralWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:99 [inlined] [47] ExcludeWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:126 [inlined] [48] CachedWalk @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:177 [inlined] [49] execute @ ~/.julia/packages/Functors/LbNAu/src/walks.jl:55 [inlined] [50] #fmap#32 @ ~/.julia/packages/Functors/LbNAu/src/maps.jl:11 [inlined] [51] fmap @ ~/.julia/packages/Functors/LbNAu/src/maps.jl:3 [inlined] [52] fmapstructure @ ~/.julia/packages/Functors/LbNAu/src/maps.jl:26 [inlined] [53] setup(rule::Optimisers.Adam{Float64, Tuple{Float64, Float64}, Float64}, model::Flux.Chain{Tuple{Flux.Chain{Tuple{Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Dense{typeof(identity), Matrix{Float32}, Bool}}}, Flux.Chain{Tuple{Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Dense{typeof(NNlib.σ), Matrix{Float32}, Bool}}}, Flux.Chain{Tuple{Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Chain{Tuple{Flux.Dense{typeof(identity), Matrix{Float32}, Bool}, Flux.BatchNorm{typeof(NNlib.relu), Vector{Float32}, Float32, Vector{Float32}}}}, Flux.Dense{typeof(identity), Matrix{Float32}, Bool}}}}}) @ Flux.Train ~/.julia/packages/Flux/uRn8o/src/train.jl:51 [54] fit(detector::ESADDetector, X::Matrix{Float64}, y::CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}}; verbosity::Int64) @ OutlierDetectionNetworks ~/.julia/packages/OutlierDetectionNetworks/b8btV/src/models/esad.jl:72 [55] kwcall(::@NamedTuple{verbosity::Int64}, ::typeof(OutlierDetectionInterface.fit), detector::ESADDetector, X::Matrix{Float64}, y::CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}}) @ OutlierDetectionNetworks ~/.julia/packages/OutlierDetectionNetworks/b8btV/src/models/esad.jl:59 [56] macro expansion @ ~/.julia/packages/OutlierDetectionTest/NLoVu/src/test_detector.jl:6 [inlined] [57] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1939 [inlined] [58] test_detector(detector::ESADDetector, data::TestData) @ OutlierDetectionTest ~/.julia/packages/OutlierDetectionTest/NLoVu/src/test_detector.jl:3 [59] run_test(detector::ESADDetector) @ Main ~/.julia/packages/OutlierDetectionNetworks/b8btV/test/runtests.jl:9 [60] top-level scope @ ~/.julia/packages/OutlierDetectionNetworks/b8btV/test/runtests.jl:20 [61] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:309 [62] top-level scope @ none:6 [63] eval(m::Module, e::Any) @ Core ./boot.jl:489 [64] exec_options(opts::Base.JLOptions) @ Base ./client.jl:296 [65] _start() @ Base ./client.jl:563 Test Summary: | Error Total Time ESADDetector(encoder = Chain(Chain(Dense(10 => 50; bias=false), BatchNorm(50, relu)), Chain(Dense(50 => 20; bias=false), BatchNorm(20, relu)), Dense(20 => 5; bias=false)), …) | 1 1 3.7s RNG of the outermost testset: Random.Xoshiro(0x549044fae0053b17, 0xd1915b5c2a338f94, 0x8e8899f6a3c12fed, 0x019a5aedcaa1c778, 0x9d27d5611bd24dbc) ERROR: LoadError: Some tests did not pass: 0 passed, 0 failed, 1 errored, 0 broken. in expression starting at /home/pkgeval/.julia/packages/OutlierDetectionNetworks/b8btV/test/runtests.jl:20 Testing failed after 373.5s ERROR: LoadError: Package OutlierDetectionNetworks errored during testing Stacktrace: [1] pkgerror(msg::String) @ Pkg.Types /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Types.jl:68 [2] test(ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}; coverage::Bool, julia_args::Cmd, test_args::Cmd, test_fn::Nothing, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool) @ Pkg.Operations /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Operations.jl:2673 [3] test @ /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Operations.jl:2522 [inlined] [4] test(ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}; coverage::Bool, test_fn::Nothing, julia_args::Cmd, test_args::Cmd, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool, kwargs::@Kwargs{io::IOContext{IO}}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:538 [5] kwcall(::@NamedTuple{julia_args::Cmd, io::IOContext{IO}}, ::typeof(Pkg.API.test), ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:515 [6] test(pkgs::Vector{PackageSpec}; io::IOContext{IO}, kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:168 [7] kwcall(::@NamedTuple{julia_args::Cmd}, ::typeof(Pkg.API.test), pkgs::Vector{PackageSpec}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:157 [8] test(pkgs::Vector{String}; kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:156 [9] test @ /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:156 [inlined] [10] kwcall(::@NamedTuple{julia_args::Cmd}, ::typeof(Pkg.API.test), pkg::String) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:155 [11] top-level scope @ /PkgEval.jl/scripts/evaluate.jl:219 [12] include(mod::Module, _path::String) @ Base ./Base.jl:308 [13] exec_options(opts::Base.JLOptions) @ Base ./client.jl:330 [14] _start() @ Base ./client.jl:563 in expression starting at /PkgEval.jl/scripts/evaluate.jl:210 PkgEval failed after 1095.07s: package tests unexpectedly errored