Package evaluation of BetaML on Julia 1.11.4 (a71dd056e0*) started at 2025-04-08T17:42:02.291


################################################################################
# Set-up
#

Installing PkgEval dependencies (TestEnv)...

Set-up completed after 9.23s


################################################################################
# Installation
#

Installing BetaML...
   Resolving package versions...
   Installed BetaML ─ v0.12.1
    Updating `~/.julia/environments/v1.11/Project.toml`
  [024491cd] + BetaML v0.12.1
    Updating `~/.julia/environments/v1.11/Manifest.toml`
  [621f4979] + AbstractFFTs v1.5.0
  [1520ce14] + AbstractTrees v0.4.5
  [79e6a3ab] + Adapt v4.3.0
  [66dad0bd] + AliasTables v1.1.3
  [4fba245c] + ArrayInterface v7.18.0
  [a9b6321e] + Atomix v1.1.1
  [024491cd] + BetaML v0.12.1
  [62783981] + BitTwiddlingConvenienceFunctions v0.1.6
  [fa961155] + CEnum v0.5.0
  [2a0fbf3d] + CPUSummary v0.2.6
  [324d7699] + CategoricalArrays v0.10.8
  [082447d4] + ChainRules v1.72.3
  [d360d2e6] + ChainRulesCore v1.25.1
  [fb6a15b2] + CloseOpenIntervals v0.1.13
  [861a8166] + Combinatorics v1.0.2
  [bbf7d656] + CommonSubexpressions v0.3.1
  [f70d9fcc] + CommonWorldInvalidations v1.0.0
  [34da2185] + Compat v4.16.0
  [187b0558] + ConstructionBase v1.5.8
  [adafc99b] + CpuId v0.3.1
  [9a962f9c] + DataAPI v1.16.0
  [864edb3b] + DataStructures v0.18.22
  [e2d170a0] + DataValueInterfaces v1.0.0
  [8bb1440f] + DelimitedFiles v1.9.1
  [163ba53b] + DiffResults v1.1.0
  [b552c78f] + DiffRules v1.15.1
  [31c24e10] + Distributions v0.25.118
  [ffbed154] + DocStringExtensions v0.9.4
  [5789e2e9] + FileIO v1.17.0
  [1a297f60] + FillArrays v1.13.0
  [9dda63f9] + ForceImport v0.0.3
  [f6369f11] + ForwardDiff v1.0.1
  [0c68f7d7] + GPUArrays v11.2.2
  [46192b85] + GPUArraysCore v0.2.0
  [076d061b] + HashArrayMappedTries v0.2.0
  [3e5b6fbb] + HostCPUFeatures v0.1.17
  [34004b35] + HypergeometricFunctions v0.3.28
  [7869d1d1] + IRTools v0.4.14
  [615f187c] + IfElse v0.1.1
  [92d709cd] + IrrationalConstants v0.2.4
  [82899510] + IteratorInterfaceExtensions v1.0.0
⌅ [033835bb] + JLD2 v0.4.54
  [692b3bcd] + JLLWrappers v1.7.0
  [63c18a36] + KernelAbstractions v0.9.34
  [929cbde3] + LLVM v9.2.0
  [10f19ff3] + LayoutPointers v0.1.17
  [2ab3a3ac] + LogExpFunctions v0.3.29
  [bdcacae8] + LoopVectorization v0.12.172
  [e80e1ace] + MLJModelInterface v1.11.0
  [1914dd2f] + MacroTools v0.5.15
  [d125e4d3] + ManualMemory v0.1.8
  [e1d29d7a] + Missings v1.2.0
  [77ba4419] + NaNMath v1.1.3
  [6fe1bfb0] + OffsetArrays v1.16.0
  [bac558e1] + OrderedCollections v1.8.0
  [90014a1f] + PDMats v0.11.33
  [1d0040c9] + PolyesterWeave v0.2.2
⌅ [aea7be01] + PrecompileTools v1.2.1
  [21216c6a] + Preferences v1.4.3
  [92933f4c] + ProgressMeter v1.10.4
  [43287f4e] + PtrArrays v1.3.0
  [1fd47b50] + QuadGK v2.11.2
  [c1ae055f] + RealDot v0.1.0
  [189a3867] + Reexport v1.2.2
  [ae029012] + Requires v1.3.1
  [79098fc4] + Rmath v0.8.0
  [94e857df] + SIMDTypes v0.1.0
  [476501e8] + SLEEFPirates v0.6.43
  [30f210dd] + ScientificTypesBase v3.0.0
  [7e506255] + ScopedValues v1.3.0
  [a2af1166] + SortingAlgorithms v1.2.1
  [dc90abb0] + SparseInverseSubset v0.1.2
  [276daf66] + SpecialFunctions v2.5.0
  [860ef19b] + StableRNGs v1.0.2
  [aedffcd0] + Static v1.2.0
  [0d7ed370] + StaticArrayInterface v1.8.0
  [90137ffa] + StaticArrays v1.9.13
  [1e83bf80] + StaticArraysCore v1.4.3
  [64bff920] + StatisticalTraits v3.4.0
  [10745b16] + Statistics v1.11.1
  [82ae8749] + StatsAPI v1.7.0
  [2913bbd2] + StatsBase v0.34.4
  [4c63d2b9] + StatsFuns v1.4.0
  [09ab397b] + StructArrays v0.7.1
  [3783bdb8] + TableTraits v1.0.1
  [bd369af6] + Tables v1.12.0
  [8290d209] + ThreadingUtilities v0.5.2
  [3bb67fe8] + TranscodingStreams v0.11.3
  [3a884ed6] + UnPack v1.0.2
  [013be700] + UnsafeAtomics v0.3.0
  [3d5dd08c] + VectorizationBase v0.21.71
⌅ [e88e6eb3] + Zygote v0.6.76
  [700de1a5] + ZygoteRules v0.2.7
  [dad2f222] + LLVMExtra_jll v0.0.35+0
  [efe28fd5] + OpenSpecFun_jll v0.5.6+0
  [f50d1b31] + Rmath_jll v0.5.1+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
  [9fa8497b] + Future 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
  [a63ad114] + Mmap v1.11.0
  [ca575930] + NetworkOptions v1.2.0
  [44cfe95a] + Pkg v1.11.0
  [de0858da] + Printf 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. To see why use `status --outdated -m`
    Building BetaML → `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/8333d4c6ba83914d4204fa9fcf2c0a5bc73fe99c/build.log`

Installation completed after 13.64s


################################################################################
# Precompilation
#

Precompiling PkgEval dependencies...

Precompiling package dependencies...

Precompilation completed after 37.91s


################################################################################
# Testing
#

     Testing BetaML
      Status `/tmp/jl_993Xhp/Project.toml`
  [1520ce14] AbstractTrees v0.4.5
  [024491cd] BetaML v0.12.1
  [324d7699] CategoricalArrays v0.10.8
  [861a8166] Combinatorics v1.0.2
  [7806a523] DecisionTree v0.12.4
  [8bb1440f] DelimitedFiles v1.9.1
  [31c24e10] Distributions v0.25.118
  [ffbed154] DocStringExtensions v0.9.4
  [eb30cadb] MLDatasets v0.7.18
  [a7f614a8] MLJBase v1.8.1
  [72560011] MLJTestInterface v0.2.8
  [90014a1f] PDMats v0.11.33
  [b98c9c47] Pipe v1.3.0
  [91a5bcdd] Plots v1.40.11
  [92933f4c] ProgressMeter v1.10.4
  [189a3867] Reexport v1.2.2
  [860ef19b] StableRNGs v1.0.2
  [a19d573c] StatisticalMeasures v0.2.1
  [10745b16] Statistics v1.11.1
  [1fa7448c] TreeRecipe v0.2.0
⌅ [e88e6eb3] Zygote v0.6.76
  [37e2e46d] LinearAlgebra v1.11.0
  [9a3f8284] Random v1.11.0
  [8dfed614] Test v1.11.0
      Status `/tmp/jl_993Xhp/Manifest.toml`
  [621f4979] AbstractFFTs v1.5.0
  [1520ce14] AbstractTrees v0.4.5
  [7d9f7c33] Accessors v0.1.42
  [79e6a3ab] Adapt v4.3.0
  [66dad0bd] AliasTables v1.1.3
  [dce04be8] ArgCheck v2.5.0
  [ec485272] ArnoldiMethod v0.4.0
  [4fba245c] ArrayInterface v7.18.0
  [a9b6321e] Atomix v1.1.1
  [a963bdd2] AtomsBase v0.5.1
  [ab4f0b2a] BFloat16s v0.5.1
  [198e06fe] BangBang v0.4.4
  [9718e550] Baselet v0.1.1
  [024491cd] BetaML v0.12.1
  [d1d4a3ce] BitFlags v0.1.9
  [62783981] BitTwiddlingConvenienceFunctions v0.1.6
  [e1450e63] BufferedStreams v1.2.2
  [fa961155] CEnum v0.5.0
  [2a0fbf3d] CPUSummary v0.2.6
  [336ed68f] CSV v0.10.15
  [324d7699] CategoricalArrays v0.10.8
  [af321ab8] CategoricalDistributions v0.1.15
  [082447d4] ChainRules v1.72.3
  [d360d2e6] ChainRulesCore v1.25.1
  [46823bd8] Chemfiles v0.10.42
  [fb6a15b2] CloseOpenIntervals v0.1.13
  [944b1d66] CodecZlib v0.7.8
  [35d6a980] ColorSchemes v3.29.0
  [3da002f7] ColorTypes v0.12.1
  [c3611d14] ColorVectorSpace v0.11.0
  [5ae59095] Colors v0.13.0
  [861a8166] Combinatorics v1.0.2
  [bbf7d656] CommonSubexpressions v0.3.1
  [f70d9fcc] CommonWorldInvalidations v1.0.0
  [34da2185] Compat v4.16.0
  [a33af91c] CompositionsBase v0.1.2
  [ed09eef8] ComputationalResources v0.3.2
  [f0e56b4a] ConcurrentUtilities v2.5.0
  [187b0558] ConstructionBase v1.5.8
  [6add18c4] ContextVariablesX v0.1.3
  [d38c429a] Contour v0.6.3
  [adafc99b] CpuId v0.3.1
  [a8cc5b0e] Crayons v4.1.1
  [9a962f9c] DataAPI v1.16.0
  [124859b0] DataDeps v0.7.13
  [a93c6f00] DataFrames v1.7.0
  [864edb3b] DataStructures v0.18.22
  [e2d170a0] DataValueInterfaces v1.0.0
  [7806a523] DecisionTree v0.12.4
  [244e2a9f] DefineSingletons v0.1.2
  [8bb1440f] DelimitedFiles v1.9.1
  [163ba53b] DiffResults v1.1.0
  [b552c78f] DiffRules v1.15.1
  [31c24e10] Distributions v0.25.118
  [ffbed154] DocStringExtensions v0.9.4
  [460bff9d] ExceptionUnwrapping v0.1.11
  [411431e0] Extents v0.1.5
  [c87230d0] FFMPEG v0.4.2
  [cc61a311] FLoops v0.2.2
  [b9860ae5] FLoopsBase v0.1.1
  [5789e2e9] FileIO v1.17.0
  [48062228] FilePathsBase v0.9.24
  [1a297f60] FillArrays v1.13.0
  [53c48c17] FixedPointNumbers v0.8.5
  [9dda63f9] ForceImport v0.0.3
  [1fa38f19] Format v1.3.7
  [f6369f11] ForwardDiff v1.0.1
  [0c68f7d7] GPUArrays v11.2.2
  [46192b85] GPUArraysCore v0.2.0
  [28b8d3ca] GR v0.73.13
  [92fee26a] GZip v0.6.2
  [68eda718] GeoFormatTypes v0.4.4
  [cf35fbd7] GeoInterface v1.4.1
  [5c1252a2] GeometryBasics v0.5.7
  [c27321d9] Glob v1.3.1
  [86223c79] Graphs v1.12.1
  [42e2da0e] Grisu v1.0.2
  [f67ccb44] HDF5 v0.17.2
  [cd3eb016] HTTP v1.10.15
  [076d061b] HashArrayMappedTries v0.2.0
  [3e5b6fbb] HostCPUFeatures v0.1.17
  [34004b35] HypergeometricFunctions v0.3.28
  [7869d1d1] IRTools v0.4.14
  [615f187c] IfElse v0.1.1
  [c817782e] ImageBase v0.1.7
  [a09fc81d] ImageCore v0.10.5
  [4e3cecfd] ImageShow v0.3.8
  [d25df0c9] Inflate v0.1.5
  [22cec73e] InitialValues v0.3.1
  [842dd82b] InlineStrings v1.4.3
  [7d512f48] InternedStrings v0.7.0
  [3587e190] InverseFunctions v0.1.17
  [41ab1584] InvertedIndices v1.3.1
  [92d709cd] IrrationalConstants v0.2.4
  [c8e1da08] IterTools v1.10.0
  [82899510] IteratorInterfaceExtensions v1.0.0
⌅ [033835bb] JLD2 v0.4.54
  [1019f520] JLFzf v0.1.10
  [692b3bcd] JLLWrappers v1.7.0
  [682c06a0] JSON v0.21.4
  [0f8b85d8] JSON3 v1.14.2
  [b14d175d] JuliaVariables v0.2.4
  [63c18a36] KernelAbstractions v0.9.34
  [929cbde3] LLVM v9.2.0
  [b964fa9f] LaTeXStrings v1.4.0
  [23fbe1c1] Latexify v0.16.7
  [10f19ff3] LayoutPointers v0.1.17
  [8cdb02fc] LazyModules v0.3.1
  [92ad9a40] LearnAPI v1.0.1
  [2ab3a3ac] LogExpFunctions v0.3.29
  [e6f89c97] LoggingExtras v1.1.0
  [bdcacae8] LoopVectorization v0.12.172
  [23992714] MAT v0.10.7
  [c2834f40] MLCore v1.0.0
  [eb30cadb] MLDatasets v0.7.18
  [a7f614a8] MLJBase v1.8.1
  [e80e1ace] MLJModelInterface v1.11.0
  [72560011] MLJTestInterface v0.2.8
  [d8e11817] MLStyle v0.4.17
  [f1d291b0] MLUtils v0.4.8
  [3da0fdf6] MPIPreferences v0.1.11
  [1914dd2f] MacroTools v0.5.15
  [d125e4d3] ManualMemory v0.1.8
  [dbb5928d] MappedArrays v0.4.2
  [739be429] MbedTLS v1.1.9
  [442fdcdd] Measures v0.3.2
  [128add7d] MicroCollections v0.2.0
  [e1d29d7a] Missings v1.2.0
  [e94cdb99] MosaicViews v0.3.4
  [872c559c] NNlib v0.9.30
  [15e1cf62] NPZ v0.4.3
  [77ba4419] NaNMath v1.1.3
  [71a1bf82] NameResolution v0.1.5
  [46757867] NetworkLayout v0.4.10
  [6fe1bfb0] OffsetArrays v1.16.0
  [4d8831e6] OpenSSL v1.4.3
  [bac558e1] OrderedCollections v1.8.0
  [90014a1f] PDMats v0.11.33
  [65ce6f38] PackageExtensionCompat v1.0.2
  [5432bcbf] PaddedViews v0.5.12
  [d96e819e] Parameters v0.12.3
  [69de0a69] Parsers v2.8.1
  [7b2266bf] PeriodicTable v1.2.1
  [fbb45041] Pickle v0.3.5
  [b98c9c47] Pipe v1.3.0
  [ccf2f8ad] PlotThemes v3.3.0
  [995b91a9] PlotUtils v1.4.3
  [91a5bcdd] Plots v1.40.11
  [1d0040c9] PolyesterWeave v0.2.2
  [2dfb63ee] PooledArrays v1.4.3
⌅ [aea7be01] PrecompileTools v1.2.1
  [21216c6a] Preferences v1.4.3
  [8162dcfd] PrettyPrint v0.2.0
  [08abe8d2] PrettyTables v2.4.0
  [92933f4c] ProgressMeter v1.10.4
  [43287f4e] PtrArrays v1.3.0
  [1fd47b50] QuadGK v2.11.2
  [c1ae055f] RealDot v0.1.0
  [3cdcf5f2] RecipesBase v1.3.4
  [01d81517] RecipesPipeline v0.6.12
  [189a3867] Reexport v1.2.2
  [05181044] RelocatableFolders v1.0.1
  [ae029012] Requires v1.3.1
  [79098fc4] Rmath v0.8.0
  [94e857df] SIMDTypes v0.1.0
  [476501e8] SLEEFPirates v0.6.43
  [321657f4] ScientificTypes v3.1.0
  [30f210dd] ScientificTypesBase v3.0.0
  [6e75b9c4] ScikitLearnBase v0.5.0
  [7e506255] ScopedValues v1.3.0
  [6c6a2e73] Scratch v1.2.1
  [91c51154] SentinelArrays v1.4.8
  [efcf1570] Setfield v1.1.2
  [605ecd9f] ShowCases v0.1.0
  [992d4aef] Showoff v1.0.3
  [777ac1f9] SimpleBufferStream v1.2.0
  [699a6c99] SimpleTraits v0.9.4
  [a2af1166] SortingAlgorithms v1.2.1
  [dc90abb0] SparseInverseSubset v0.1.2
  [276daf66] SpecialFunctions v2.5.0
  [171d559e] SplittablesBase v0.1.15
  [860ef19b] StableRNGs v1.0.2
  [cae243ae] StackViews v0.1.1
  [aedffcd0] Static v1.2.0
  [0d7ed370] StaticArrayInterface v1.8.0
  [90137ffa] StaticArrays v1.9.13
  [1e83bf80] StaticArraysCore v1.4.3
  [a19d573c] StatisticalMeasures v0.2.1
  [c062fc1d] StatisticalMeasuresBase v0.1.2
  [64bff920] StatisticalTraits v3.4.0
  [10745b16] Statistics v1.11.1
  [82ae8749] StatsAPI v1.7.0
  [2913bbd2] StatsBase v0.34.4
  [4c63d2b9] StatsFuns v1.4.0
⌅ [4db3bf67] StridedViews v0.2.2
  [69024149] StringEncodings v0.3.7
  [892a3eda] StringManipulation v0.4.1
  [09ab397b] StructArrays v0.7.1
  [856f2bd8] StructTypes v1.11.0
  [3783bdb8] TableTraits v1.0.1
  [bd369af6] Tables v1.12.0
  [62fd8b95] TensorCore v0.1.1
  [8290d209] ThreadingUtilities v0.5.2
  [3bb67fe8] TranscodingStreams v0.11.3
  [28d57a85] Transducers v0.4.84
  [1fa7448c] TreeRecipe v0.2.0
  [5c2747f8] URIs v1.5.2
  [3a884ed6] UnPack v1.0.2
  [1cfade01] UnicodeFun v0.4.1
  [1986cc42] Unitful v1.22.0
  [a7773ee8] UnitfulAtomic v1.0.0
  [45397f5d] UnitfulLatexify v1.6.4
  [013be700] UnsafeAtomics v0.3.0
  [41fe7b60] Unzip v0.2.0
  [3d5dd08c] VectorizationBase v0.21.71
  [ea10d353] WeakRefStrings v1.4.2
  [76eceee3] WorkerUtilities v1.6.1
  [a5390f91] ZipFile v0.10.1
⌅ [e88e6eb3] Zygote v0.6.76
  [700de1a5] ZygoteRules v0.2.7
  [6e34b625] Bzip2_jll v1.0.9+0
  [83423d85] Cairo_jll v1.18.4+0
  [78a364fa] Chemfiles_jll v0.10.4+0
  [ee1fde0b] Dbus_jll v1.16.2+0
  [5ae413db] EarCut_jll v2.2.4+0
  [2702e6a9] EpollShim_jll v0.0.20230411+1
  [2e619515] Expat_jll v2.6.5+0
⌅ [b22a6f82] FFMPEG_jll v4.4.4+1
  [a3f928ae] Fontconfig_jll v2.16.0+0
  [d7e528f0] FreeType2_jll v2.13.4+0
  [559328eb] FriBidi_jll v1.0.17+0
  [0656b61e] GLFW_jll v3.4.0+2
  [d2c73de3] GR_jll v0.73.13+0
  [78b55507] Gettext_jll v0.21.0+0
⌃ [7746bdde] Glib_jll v2.82.4+0
  [3b182d85] Graphite2_jll v1.3.15+0
  [0234f1f7] HDF5_jll v1.14.6+0
  [2e76f6c2] HarfBuzz_jll v8.5.0+0
  [e33a78d0] Hwloc_jll v2.12.0+0
  [aacddb02] JpegTurbo_jll v3.1.1+0
  [c1c5ebd0] LAME_jll v3.100.2+0
  [88015f11] LERC_jll v4.0.1+0
  [dad2f222] LLVMExtra_jll v0.0.35+0
  [1d63c593] LLVMOpenMP_jll v18.1.7+0
  [dd4b983a] LZO_jll v2.10.3+0
⌅ [e9f186c6] Libffi_jll v3.2.2+2
  [d4300ac3] Libgcrypt_jll v1.11.1+0
  [7e76a0d4] Libglvnd_jll v1.7.0+0
  [7add5ba3] Libgpg_error_jll v1.51.1+0
  [94ce4f54] Libiconv_jll v1.18.0+0
  [4b2f31a3] Libmount_jll v2.41.0+0
  [89763e89] Libtiff_jll v4.7.1+0
  [38a345b3] Libuuid_jll v2.41.0+0
  [7cb0a576] MPICH_jll v4.3.0+1
  [f1f71cc9] MPItrampoline_jll v5.5.3+0
  [9237b28f] MicrosoftMPI_jll v10.1.4+3
  [e7412a2a] Ogg_jll v1.3.5+1
  [fe0851c0] OpenMPI_jll v5.0.7+2
  [458c3c95] OpenSSL_jll v3.0.16+0
  [efe28fd5] OpenSpecFun_jll v0.5.6+0
  [91d4177d] Opus_jll v1.3.3+0
  [36c8627f] Pango_jll v1.56.1+0
  [30392449] Pixman_jll v0.44.2+0
⌅ [c0090381] Qt6Base_jll v6.7.1+1
⌅ [629bc702] Qt6Declarative_jll v6.7.1+2
⌅ [ce943373] Qt6ShaderTools_jll v6.7.1+1
⌃ [e99dba38] Qt6Wayland_jll v6.7.1+1
  [f50d1b31] Rmath_jll v0.5.1+0
  [a44049a8] Vulkan_Loader_jll v1.3.243+0
⌃ [a2964d1f] Wayland_jll v1.21.0+2
  [2381bf8a] Wayland_protocols_jll v1.36.0+0
  [02c8fc9c] XML2_jll v2.13.6+1
  [aed1982a] XSLT_jll v1.1.43+0
  [ffd25f8a] XZ_jll v5.8.1+0
  [f67eecfb] Xorg_libICE_jll v1.1.2+0
  [c834827a] Xorg_libSM_jll v1.2.4+0
  [4f6342f7] Xorg_libX11_jll v1.8.6+3
  [0c0b7dd1] Xorg_libXau_jll v1.0.12+0
  [935fb764] Xorg_libXcursor_jll v1.2.3+0
  [a3789734] Xorg_libXdmcp_jll v1.1.5+0
  [1082639a] Xorg_libXext_jll v1.3.6+3
  [d091e8ba] Xorg_libXfixes_jll v6.0.0+0
  [a51aa0fd] Xorg_libXi_jll v1.8.2+0
  [d1454406] Xorg_libXinerama_jll v1.1.5+0
  [ec84b674] Xorg_libXrandr_jll v1.5.4+0
  [ea2f1a96] Xorg_libXrender_jll v0.9.11+1
  [14d82f49] Xorg_libpthread_stubs_jll v0.1.2+0
  [c7cfdc94] Xorg_libxcb_jll v1.17.0+3
  [cc61e674] Xorg_libxkbfile_jll v1.1.2+1
  [e920d4aa] Xorg_xcb_util_cursor_jll v0.1.4+0
  [12413925] Xorg_xcb_util_image_jll v0.4.0+1
  [2def613f] Xorg_xcb_util_jll v0.4.0+1
  [975044d2] Xorg_xcb_util_keysyms_jll v0.4.0+1
  [0d47668e] Xorg_xcb_util_renderutil_jll v0.3.9+1
  [c22f9ab0] Xorg_xcb_util_wm_jll v0.4.1+1
  [35661453] Xorg_xkbcomp_jll v1.4.6+1
  [33bec58e] Xorg_xkeyboard_config_jll v2.39.0+0
  [c5fb5394] Xorg_xtrans_jll v1.6.0+0
  [3161d3a3] Zstd_jll v1.5.7+1
  [35ca27e7] eudev_jll v3.2.9+0
  [214eeab7] fzf_jll v0.56.3+0
  [1a1c6b14] gperf_jll v3.1.1+1
  [477f73a3] libaec_jll v1.1.3+0
  [a4ae2306] libaom_jll v3.11.0+0
  [0ac62f75] libass_jll v0.15.2+0
  [1183f4f0] libdecor_jll v0.2.2+0
  [2db6ffa8] libevdev_jll v1.11.0+0
  [f638f0a6] libfdk_aac_jll v2.0.3+0
  [36db933b] libinput_jll v1.18.0+0
  [b53b4c65] libpng_jll v1.6.47+0
  [f27f6e37] libvorbis_jll v1.3.7+2
  [009596ad] mtdev_jll v1.1.6+0
⌅ [1270edf5] x264_jll v2021.5.5+0
⌅ [dfaa095f] x265_jll v3.5.0+0
  [d8fb68d0] xkbcommon_jll v1.4.1+2
  [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
  [9fa8497b] Future 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
  [a63ad114] Mmap v1.11.0
  [ca575930] NetworkOptions v1.2.0
  [44cfe95a] Pkg 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
  [1a1011a3] SharedArrays v1.11.0
  [6462fe0b] Sockets v1.11.0
  [2f01184e] SparseArrays v1.11.0
  [f489334b] StyledStrings 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
  [efcefdf7] PCRE2_jll v10.42.0+1
  [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 ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading.
     Testing Running tests...
Running normal testing
*** Testing individual utility functions (module `Utils`)...
** Going through Test2 (softmax and other activation functions)...
** Going through Test3 (autojacobian)...
** Testing cross-entropy...
** Testing permutations...
** Going through testing accuracy...
** Going through testing scaling...
** Testing batch()...
** Testing relative_mean_error()...
** Testing pca()...
** Testing AutoEncoder...
***
*** Training  for 400 epochs with algorithm ADAM.
Training.. 	 avg loss on epoch 1 (1): 	 75.4780497645608
Training.. 	 avg loss on epoch 40 (40): 	 66.22773018336213
Training.. 	 avg loss on epoch 80 (80): 	 63.34388553508628
Training.. 	 avg loss on epoch 120 (120): 	 61.81986873124737
Training.. 	 avg loss on epoch 160 (160): 	 56.95244248419156
Training.. 	 avg loss on epoch 200 (200): 	 46.06143406372863
Training.. 	 avg loss on epoch 240 (240): 	 29.369981611259483
Training.. 	 avg loss on epoch 280 (280): 	 13.273758154438312
Training.. 	 avg loss on epoch 320 (320): 	 5.09747704181306
Training.. 	 avg loss on epoch 360 (360): 	 1.2559681375019127
Training.. 	 avg loss on epoch 400 (400): 	 0.13511726429364446
Training of 400 epoch completed. Final epoch error: 0.13511726429364446.
** Testing accuracy() on probs given in a dictionary...
** Testing mode(dicts)...
** Testing ConfusionMatrix()...
** Testing class_counts()...
** Testing gini()...
** Testing entropy()...
** Testing mean_dicts()...
** Testing partition()...
** Testing KFold sampler with a single X matrix...
** Testing KFold sampler with multiple matrices...
** Testing cross_validation...
Done iteration 1. This iteration output: [0.2782051282051282, 0.3782051282051282]
Done iteration 2. This iteration output: [0.36428571428571427, 0.4642857142857143]
Done iteration 3. This iteration output: [0.3181818181818182, 0.4181818181818182]
** Testing autotuning...
** Testing consistent_shuffle()...
** Testing generate_parallel_rngs()...
** Testing pool1d()...
** Testing get_parametric_types() (this uses Julia internals!)...
Testing pairwise and silhouette...
** Testing xavier_init....
** Testing cosine distance....
** Testing Sobol Index....
[0.07131470473986887, 0.07131470473986887, 0.06982346244350048, 0.30782514823739565, 0.06937333494508434, 0.03718614747574485, 0.06497757813377811]
** Testing Feature Importance....
Testing MLJ interface for Utils....
Precompiling MLJBase...
   6023.2 ms  ✓ Transducers
  24430.7 ms  ✓ NNlib
   9765.1 ms  ✓ ScientificTypes
   2219.8 ms  ✓ Transducers → TransducersAdaptExt
  15368.1 ms  ✓ FLoops
   2439.6 ms  ✓ NNlib → NNlibSpecialFunctionsExt
   8671.7 ms  ✓ CategoricalDistributions
  20131.5 ms  ✓ MLUtils
  16312.0 ms  ✓ StatisticalMeasuresBase
  19098.2 ms  ✓ MLJBase
  10 dependencies successfully precompiled in 129 seconds. 133 already precompiled.
Precompiling StructArraysExt...
   1037.0 ms  ✓ Accessors → StructArraysExt
  1 dependency successfully precompiled in 1 seconds. 20 already precompiled.
Precompiling BangBangStructArraysExt...
   1090.1 ms  ✓ BangBang → BangBangStructArraysExt
  1 dependency successfully precompiled in 1 seconds. 24 already precompiled.
Precompiling StructArraysGPUArraysCoreExt...
   1894.9 ms  ✓ StructArrays → StructArraysGPUArraysCoreExt
  1 dependency successfully precompiled in 2 seconds. 34 already precompiled.
Precompiling NNlibForwardDiffExt...
   2640.8 ms  ✓ NNlib → NNlibForwardDiffExt
  1 dependency successfully precompiled in 3 seconds. 48 already precompiled.
[ Info: Training machine(AutoEncoder(encoded_size = 2, …), …).
***
*** Training  for 200 epochs with algorithm ADAM.
Training.. 	 avg loss on epoch 1 (1): 	 24.04227194888561
Training of 200 epoch completed. Final epoch error: 29.22417704566309.
Precompiling MLJTestInterface...
  15576.1 ms  ✓ MLJTestInterface
  1 dependency successfully precompiled in 20 seconds. 158 already precompiled.
Test Summary:              | Pass  Total   Time
generic mlj interface test |    1      1  52.3s
Precompiling StatisticalMeasures...
  44403.5 ms  ✓ StatisticalMeasures
   7480.1 ms  ✓ StatisticalMeasures → ScientificTypesExt
  2 dependencies successfully precompiled in 55 seconds. 134 already precompiled.
Precompiling DefaultMeasuresExt...
   9540.0 ms  ✓ MLJBase → DefaultMeasuresExt
  1 dependency successfully precompiled in 12 seconds. 145 already precompiled.
*** Testing Decision trees/Random Forest algorithms...
Testing basic classification of decision trees...
Node printing: 2 >= 3.0?
dim2 >= 18.0?
├─ -18.98
│  
└─ 3.4
   
dim1 >= 0.7?
├─ "c" => 0.3333
│  "a" => 0.6667
│  
└─ "b" => 1.0
   
Testing classification of the sepal database using decision trees...
Testing decision trees regression...
Testing classification of the sepal database using random forests...
Testing random forest regression...
Testing all possible combinations...
Testing trees with unsortable and missing X values...
Testing MLJ interface for Trees models....
*** Testing Neural Network...
Testing Learnable structure...
Testing basic NN behaviour...
Testing regression if it just works with manual derivatives...
Testing using AD...
Going through Multinomial logistic regression (using softmax)...
Testing GroupedLayer and ReplicatorLayer...
***
*** Training Neural Network for 5000 epochs with algorithm ADAM.
Training.. 	 avg loss on epoch 1 (1): 	 25455.871021413815
Training.. 	 avg loss on epoch 500 (500): 	 4909.299288090441
Training.. 	 avg loss on epoch 1000 (1000): 	 1224.6127996089665

Training the Neural Network...  25%|█████▍               |  ETA: 0:00:03Training.. 	 avg loss on epoch 1500 (1500): 	 331.1034542086328
Training.. 	 avg loss on epoch 2000 (2000): 	 82.8701613842814
Training.. 	 avg loss on epoch 2500 (2500): 	 16.729566634507577
Training.. 	 avg loss on epoch 3000 (3000): 	 2.482357335536074
Training.. 	 avg loss on epoch 3500 (3500): 	 0.3793731275457404
Training.. 	 avg loss on epoch 4000 (4000): 	 0.1945707789923069
Training.. 	 avg loss on epoch 4500 (4500): 	 0.17864167041594045
Training.. 	 avg loss on epoch 5000 (5000): 	 0.16781845331749115

Training the Neural Network... 100%|█████████████████████| Time: 0:00:04
Training of 5000 epoch completed. Final epoch error: 0.16781845331749115.
Testing VectorFunctionLayer with pool1d function...
Attention: this test requires at least Julia 1.6
Testing ConvLayer....
Testing PoolingLayer....
Testing MLJ interface for FeedfordwarNN....
*** Testing Perceptron algorithms...
Going through Test1 (normal Perceptron)...
Testing multiple classes...
Going through Test2 (Kernel Perceptron)...
Going through Test3 (PegasosClassifier)...
Testing pegasos with multiple classes...
Testing classification of the sepal database using perceptron algorithms...
Testing MLJ interface for Perceptron models....
*** Testing Clustering...
Testing initRepreserntative...
Testing kmeans...
Testing kmedoids...
Testing hard clustering on the sepal database...
Testing MLJ interface for Clustering models....
Test Summary:              | Pass  Total  Time
generic mlj interface test |    1      1  8.4s
*** Testing GMM...
Testing mixture initialisation and log-pdf...
Testing gmm...
Testing GaussianMixtureClusterer...
Iter. 1:	Var. of the post  2.828119469374879 	  Log-likelihood -47.157489217853005
Iter. 1:	Var. of the post  2.828119469374879 	  Log-likelihood -47.157489217853005
Iter. 1:	Var. of the post  2.7493429915289633 	  Log-likelihood -41.464042664032974
Iter. 1:	Var. of the post  2.5294555860635874 	  Log-likelihood -42.69346529511871
Testing MLJ interface for GMM models....
Testing MLJ interface for GMMRegressor models....
*** Testing Imputations...
Testing SimpleImputer...
Testing GaussianMixtureImputer...
Iter. 1:	Var. of the post  1.7958435706525275 	  Log-likelihood -123.56475270470392
Testing RFFImputer...
Testing GeneralImputer...
** Processing imputation 1
** Processing imputation 1
** Processing imputation 1
** Processing imputation 1
** Processing imputation 1
** Processing imputation 1
Testing MLJ Interfaces...
Testing MLJ Interface for SimpleImputer...
Testing MLJ Interface for GaussianMixtureImputer...
Testing MLJ Interface for RandomForestImputer...
Testing MLJ Interface for GeneralImputer...
     Testing BetaML tests passed 

Testing completed after 2228.24s

PkgEval succeeded after 2309.33s