Package evaluation to test JointEnergyModels on Julia 1.13.0-alpha2.30 (5abf758bb1*) started at 2026-01-09T14:40:10.633 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.31s ################################################################################ # Installation # Installing JointEnergyModels... Resolving package versions... Installed ChunkCodecLibZstd ─────────── v1.0.0 Installed CompositionsBase ──────────── v0.1.2 Installed MLDataDevices ─────────────── v1.5.3 Installed MicroCollections ──────────── v0.2.0 Installed MacroTools ────────────────── v0.5.16 Installed OneHotArrays ──────────────── v0.2.10 Installed DataStructures ────────────── v0.19.3 Installed TaijaBase ─────────────────── v1.2.3 Installed DefineSingletons ──────────── v0.1.2 Installed Rmath_jll ─────────────────── v0.5.1+0 Installed NameResolution ────────────── v0.1.5 Installed DiffResults ───────────────── v1.1.0 Installed LLVMExtra_jll ─────────────── v0.0.38+0 Installed FillArrays ────────────────── v1.15.0 Installed ForwardDiff ───────────────── v1.3.1 Installed JLD2 ──────────────────────── v0.6.3 Installed Adapt ─────────────────────── v4.4.0 Installed DelimitedFiles ────────────── v1.9.1 Installed ContextVariablesX ─────────── v0.1.3 Installed FLoops ────────────────────── v0.2.2 Installed HypergeometricFunctions ───── v0.3.28 Installed ConstructionBase ──────────── v1.6.0 Installed AliasTables ───────────────── v1.1.3 Installed Metalhead ─────────────────── v0.9.6 Installed SparseInverseSubset ───────── v0.1.2 Installed HashArrayMappedTries ──────── v0.2.0 Installed StatsBase ─────────────────── v0.34.9 Installed OrderedCollections ────────── v1.8.1 Installed Optimisers ────────────────── v0.3.4 Installed JuliaVariables ────────────── v0.2.4 Installed Functors ──────────────────── v0.4.12 Installed IteratorInterfaceExtensions ─ v1.0.0 Installed DataAPI ───────────────────── v1.16.0 Installed Compat ────────────────────── v4.18.1 Installed ProgressLogging ───────────── v0.1.6 Installed Statistics ────────────────── v1.11.1 Installed Zygote ────────────────────── v0.6.77 Installed PrecompileTools ───────────── v1.3.3 Installed NNlib ─────────────────────── v0.9.32 Installed StatsAPI ──────────────────── v1.8.0 Installed Atomix ────────────────────── v1.1.2 Installed InitialValues ─────────────── v0.3.1 Installed DataValueInterfaces ───────── v1.0.0 Installed CEnum ─────────────────────── v0.5.0 Installed StructArrays ──────────────── v0.7.2 Installed ChainRules ────────────────── v1.72.6 Installed ArgCheck ──────────────────── v2.5.0 Installed MLCore ────────────────────── v1.0.0 Installed ProgressMeter ─────────────── v1.11.0 Installed CommonSubexpressions ──────── v0.3.1 Installed GPUArrays ─────────────────── v11.3.3 Installed FileIO ────────────────────── v1.17.1 Installed MLUtils ───────────────────── v0.4.8 Installed StaticArrays ──────────────── v1.9.16 Installed StaticArraysCore ──────────── v1.4.4 Installed PrettyPrint ───────────────── v0.2.0 Installed RealDot ───────────────────── v0.1.0 Installed BSON ──────────────────────── v0.3.9 Installed IrrationalConstants ───────── v0.2.6 Installed BangBang ──────────────────── v0.4.6 Installed ChainRulesCore ────────────── v1.26.0 Installed GPUArraysCore ─────────────── v0.2.0 Installed NaNMath ───────────────────── v1.1.3 Installed AbstractFFTs ──────────────── v1.5.0 Installed QuadGK ────────────────────── v2.11.2 Installed Requires ──────────────────── v1.3.1 Installed ColorTypes ────────────────── v0.11.5 Installed SimpleTraits ──────────────── v0.9.5 Installed OpenSpecFun_jll ───────────── v0.5.6+0 Installed LLVM ──────────────────────── v9.4.4 Installed ChunkCodecLibZlib ─────────── v1.0.0 Installed FLoopsBase ────────────────── v0.1.1 Installed LogExpFunctions ───────────── v0.3.29 Installed DiffRules ─────────────────── v1.15.1 Installed Rmath ─────────────────────── v0.9.0 Installed ComputationalResources ────── v0.3.2 Installed ScopedValues ──────────────── v1.5.0 Installed UnsafeAtomics ─────────────── v0.3.0 Installed KernelAbstractions ────────── v0.9.39 Installed Distributions ─────────────── v0.25.123 Installed SplittablesBase ───────────── v0.1.15 Installed StatsFuns ─────────────────── v1.5.2 Installed Tables ────────────────────── v1.12.1 Installed MLJFlux ───────────────────── v0.5.1 Installed PtrArrays ─────────────────── v1.3.0 Installed IRTools ───────────────────── v0.4.15 Installed Transducers ───────────────── v0.4.85 Installed InverseFunctions ──────────── v0.1.17 Installed Setfield ──────────────────── v1.1.2 Installed Reexport ──────────────────── v1.2.2 Installed FixedPointNumbers ─────────── v0.8.5 Installed Preferences ───────────────── v1.5.1 Installed SpecialFunctions ──────────── v2.6.1 Installed Missings ──────────────────── v1.2.0 Installed Baselet ───────────────────── v0.1.1 Installed ScientificTypesBase ───────── v3.0.0 Installed JLLWrappers ───────────────── v1.7.1 Installed ShowCases ─────────────────── v0.1.0 Installed TableTraits ───────────────── v1.0.1 Installed ZygoteRules ───────────────── v0.2.7 Installed PDMats ────────────────────── v0.11.37 Installed ChunkCodecCore ────────────── v1.0.1 Installed Flux ──────────────────────── v0.14.25 Installed StatisticalTraits ─────────── v3.5.0 Installed SortingAlgorithms ─────────── v1.2.2 Installed CategoricalArrays ─────────── v0.10.8 Installed PartialFunctions ──────────── v1.2.1 Installed MLStyle ───────────────────── v0.4.17 Installed MLJModelInterface ─────────── v1.12.1 Installed DocStringExtensions ───────── v0.9.5 Installed Accessors ─────────────────── v0.1.43 Installed EnergySamplers ────────────── v1.0.3 Installed JointEnergyModels ─────────── v0.1.7 Installing 3 artifacts Installed artifact OpenSpecFun 194.9 KiB Installed artifact Rmath 121.9 KiB Installed artifact LLVMExtra 3.2 MiB Updating `~/.julia/environments/v1.13/Project.toml` [48c56d24] + JointEnergyModels v0.1.7 Updating `~/.julia/environments/v1.13/Manifest.toml` [621f4979] + AbstractFFTs v1.5.0 [7d9f7c33] + Accessors v0.1.43 [79e6a3ab] + Adapt v4.4.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [a9b6321e] + Atomix v1.1.2 [fbb218c0] + BSON v0.3.9 [198e06fe] + BangBang v0.4.6 [9718e550] + Baselet v0.1.1 [fa961155] + CEnum v0.5.0 ⌅ [324d7699] + CategoricalArrays v0.10.8 [082447d4] + ChainRules v1.72.6 [d360d2e6] + ChainRulesCore v1.26.0 [0b6fb165] + ChunkCodecCore v1.0.1 [4c0bbee4] + ChunkCodecLibZlib v1.0.0 [55437552] + ChunkCodecLibZstd v1.0.0 ⌅ [3da002f7] + ColorTypes v0.11.5 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [ed09eef8] + ComputationalResources v0.3.2 [187b0558] + ConstructionBase v1.6.0 [6add18c4] + ContextVariablesX v0.1.3 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.3 [e2d170a0] + DataValueInterfaces v1.0.0 [244e2a9f] + DefineSingletons v0.1.2 [8bb1440f] + DelimitedFiles v1.9.1 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [f446124b] + EnergySamplers v1.0.3 [cc61a311] + FLoops v0.2.2 [b9860ae5] + FLoopsBase v0.1.1 [5789e2e9] + FileIO v1.17.1 [1a297f60] + FillArrays v1.15.0 [53c48c17] + FixedPointNumbers v0.8.5 ⌅ [587475ba] + Flux v0.14.25 [f6369f11] + ForwardDiff v1.3.1 ⌅ [d9f16b24] + Functors v0.4.12 [0c68f7d7] + GPUArrays v11.3.3 [46192b85] + GPUArraysCore v0.2.0 [076d061b] + HashArrayMappedTries v0.2.0 [34004b35] + HypergeometricFunctions v0.3.28 [7869d1d1] + IRTools v0.4.15 [22cec73e] + InitialValues v0.3.1 [3587e190] + InverseFunctions v0.1.17 [92d709cd] + IrrationalConstants v0.2.6 [82899510] + IteratorInterfaceExtensions v1.0.0 [033835bb] + JLD2 v0.6.3 [692b3bcd] + JLLWrappers v1.7.1 [48c56d24] + JointEnergyModels v0.1.7 [b14d175d] + JuliaVariables v0.2.4 [63c18a36] + KernelAbstractions v0.9.39 [929cbde3] + LLVM v9.4.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [c2834f40] + MLCore v1.0.0 ⌃ [7e8f7934] + MLDataDevices v1.5.3 ⌅ [094fc8d1] + MLJFlux v0.5.1 [e80e1ace] + MLJModelInterface v1.12.1 [d8e11817] + MLStyle v0.4.17 [f1d291b0] + MLUtils v0.4.8 [1914dd2f] + MacroTools v0.5.16 [dbeba491] + Metalhead v0.9.6 [128add7d] + MicroCollections v0.2.0 [e1d29d7a] + Missings v1.2.0 [872c559c] + NNlib v0.9.32 [77ba4419] + NaNMath v1.1.3 [71a1bf82] + NameResolution v0.1.5 [0b1bfda6] + OneHotArrays v0.2.10 ⌅ [3bd65402] + Optimisers v0.3.4 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.37 [570af359] + PartialFunctions v1.2.1 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.1 [8162dcfd] + PrettyPrint v0.2.0 [33c8b6b6] + ProgressLogging v0.1.6 [92933f4c] + ProgressMeter v1.11.0 [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 v0.9.0 [30f210dd] + ScientificTypesBase v3.0.0 [7e506255] + ScopedValues v1.5.0 [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 v2.6.1 [171d559e] + SplittablesBase v0.1.15 [90137ffa] + StaticArrays v1.9.16 [1e83bf80] + StaticArraysCore v1.4.4 [64bff920] + StatisticalTraits v3.5.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 [2913bbd2] + StatsBase v0.34.9 [4c63d2b9] + StatsFuns v1.5.2 [09ab397b] + StructArrays v0.7.2 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [10284c91] + TaijaBase v1.2.3 [28d57a85] + Transducers v0.4.85 [013be700] + UnsafeAtomics v0.3.0 ⌅ [e88e6eb3] + Zygote v0.6.77 [700de1a5] + ZygoteRules v0.2.7 [dad2f222] + LLVMExtra_jll v0.0.38+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 v1.7.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [4af54fe1] + LazyArtifacts v1.11.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [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 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [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 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.67.1+0 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 12.87s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 4417.0 ms ✓ TestEnv 1 dependency successfully precompiled in 5 seconds. 27 already precompiled. Precompiling package dependencies... Precompilation completed after 801.23s ################################################################################ # Testing # Testing JointEnergyModels Test Could not use exact versions of packages in manifest, re-resolving. Note: if you do not check your manifest file into source control, then you can probably ignore this message. However, if you do check your manifest file into source control, then you probably want to pass the `allow_reresolve = false` kwarg when calling the `Pkg.test` function. Updating `/tmp/jl_tQBML3/Project.toml` [4c88cf16] ↑ Aqua v0.8.7 ⇒ v0.8.14 [5224ae11] ↑ CompatHelperLocal v0.1.26 ⇒ v0.1.27 [31c24e10] ↑ Distributions v0.25.111 ⇒ v0.25.123 ⌅ [587475ba] ↑ Flux v0.14.19 ⇒ v0.14.25 [48c56d24] + JointEnergyModels v0.1.7 ⌃ [a7f614a8] ↑ MLJBase v1.7.0 ⇒ v1.9.2 [8dfed614] ~ Test ⇒ v1.11.0 Updating `/tmp/jl_tQBML3/Manifest.toml` [7d9f7c33] ↑ Accessors v0.1.37 ⇒ v0.1.43 [79e6a3ab] ↑ Adapt v4.0.4 ⇒ v4.4.0 [4c88cf16] ↑ Aqua v0.8.7 ⇒ v0.8.14 [dce04be8] ↑ ArgCheck v2.3.0 ⇒ v2.5.0 [a9b6321e] ↑ Atomix v0.1.0 ⇒ v1.1.2 [198e06fe] ↑ BangBang v0.4.3 ⇒ v0.4.6 [082447d4] ↑ ChainRules v1.69.0 ⇒ v1.72.6 [d360d2e6] ↑ ChainRulesCore v1.24.0 ⇒ v1.26.0 [0b6fb165] + ChunkCodecCore v1.0.1 [4c0bbee4] + ChunkCodecLibZlib v1.0.0 [55437552] + ChunkCodecLibZstd v1.0.0 [34da2185] ↑ Compat v4.16.0 ⇒ v4.18.1 [5224ae11] ↑ CompatHelperLocal v0.1.26 ⇒ v0.1.27 [187b0558] ↑ ConstructionBase v1.5.8 ⇒ v1.6.0 [864edb3b] ↑ DataStructures v0.18.20 ⇒ v0.19.3 [31c24e10] ↑ Distributions v0.25.111 ⇒ v0.25.123 [ffbed154] ↑ DocStringExtensions v0.9.3 ⇒ v0.9.5 [f446124b] + EnergySamplers v1.0.3 [5789e2e9] ↑ FileIO v1.16.3 ⇒ v1.17.1 [1a297f60] ↑ FillArrays v1.13.0 ⇒ v1.15.0 ⌅ [587475ba] ↑ Flux v0.14.19 ⇒ v0.14.25 [f6369f11] ↑ ForwardDiff v0.10.36 ⇒ v1.3.1 [0c68f7d7] ↑ GPUArrays v10.3.1 ⇒ v11.3.3 [46192b85] ↑ GPUArraysCore v0.1.6 ⇒ v0.2.0 [076d061b] + HashArrayMappedTries v0.2.0 [34004b35] ↑ HypergeometricFunctions v0.3.24 ⇒ v0.3.28 [7869d1d1] ↑ IRTools v0.4.14 ⇒ v0.4.15 [3587e190] ↑ InverseFunctions v0.1.16 ⇒ v0.1.17 [41ab1584] ↑ InvertedIndices v1.3.0 ⇒ v1.3.1 [92d709cd] ↑ IrrationalConstants v0.2.2 ⇒ v0.2.6 [033835bb] ↑ JLD2 v0.4.53 ⇒ v0.6.3 [692b3bcd] ↑ JLLWrappers v1.6.0 ⇒ v1.7.1 [48c56d24] + JointEnergyModels v0.1.7 [63c18a36] ↑ KernelAbstractions v0.9.25 ⇒ v0.9.39 [929cbde3] ↑ LLVM v9.0.0 ⇒ v9.4.4 [b964fa9f] ↑ LaTeXStrings v1.3.1 ⇒ v1.4.0 ⌅ [92ad9a40] ↑ LearnAPI v0.1.0 ⇒ v1.0.1 [2ab3a3ac] ↑ LogExpFunctions v0.3.28 ⇒ v0.3.29 [c2834f40] + MLCore v1.0.0 ⌃ [7e8f7934] + MLDataDevices v1.5.3 ⌃ [a7f614a8] ↑ MLJBase v1.7.0 ⇒ v1.9.2 [e80e1ace] ↑ MLJModelInterface v1.11.0 ⇒ v1.12.1 [f1d291b0] ↑ MLUtils v0.4.4 ⇒ v0.4.8 [1914dd2f] ↑ MacroTools v0.5.13 ⇒ v0.5.16 [dbeba491] ↑ Metalhead v0.9.3 ⇒ v0.9.6 [872c559c] ↑ NNlib v0.9.23 ⇒ v0.9.32 [77ba4419] ↑ NaNMath v1.0.2 ⇒ v1.1.3 [0b1bfda6] ↑ OneHotArrays v0.2.5 ⇒ v0.2.10 ⌅ [3bd65402] ↑ Optimisers v0.3.3 ⇒ v0.3.4 [bac558e1] ↑ OrderedCollections v1.6.3 ⇒ v1.8.1 [90014a1f] ↑ PDMats v0.11.31 ⇒ v0.11.37 [570af359] ↑ PartialFunctions v1.2.0 ⇒ v1.2.1 [aea7be01] ↑ PrecompileTools v1.2.1 ⇒ v1.3.3 [21216c6a] ↑ Preferences v1.4.3 ⇒ v1.5.1 ⌅ [08abe8d2] ↑ PrettyTables v2.3.2 ⇒ v2.4.0 [33c8b6b6] ↑ ProgressLogging v0.1.4 ⇒ v0.1.6 [92933f4c] ↑ ProgressMeter v1.10.2 ⇒ v1.11.0 [43287f4e] ↑ PtrArrays v1.2.1 ⇒ v1.3.0 [1fd47b50] ↑ QuadGK v2.11.0 ⇒ v2.11.2 [ae029012] ↑ Requires v1.3.0 ⇒ v1.3.1 [79098fc4] ↑ Rmath v0.7.1 ⇒ v0.9.0 ⌃ [321657f4] ↑ ScientificTypes v3.0.2 ⇒ v3.1.1 [7e506255] + ScopedValues v1.5.0 [efcf1570] ↑ Setfield v1.1.1 ⇒ v1.1.2 [699a6c99] ↑ SimpleTraits v0.9.4 ⇒ v0.9.5 [a2af1166] ↑ SortingAlgorithms v1.2.1 ⇒ v1.2.2 [276daf66] ↑ SpecialFunctions v2.4.0 ⇒ v2.6.1 [90137ffa] ↑ StaticArrays v1.9.7 ⇒ v1.9.16 [1e83bf80] ↑ StaticArraysCore v1.4.3 ⇒ v1.4.4 [c062fc1d] ↑ StatisticalMeasuresBase v0.1.1 ⇒ v0.1.3 [64bff920] ↑ StatisticalTraits v3.4.0 ⇒ v3.5.0 [10745b16] ↑ Statistics v1.10.0 ⇒ v1.11.1 [82ae8749] ↑ StatsAPI v1.7.0 ⇒ v1.8.0 [2913bbd2] ↑ StatsBase v0.34.3 ⇒ v0.34.9 [4c63d2b9] ↑ StatsFuns v1.3.1 ⇒ v1.5.2 [892a3eda] ↑ StringManipulation v0.3.4 ⇒ v0.4.2 [09ab397b] ↑ StructArrays v0.6.18 ⇒ v0.7.2 [bd369af6] ↑ Tables v1.12.0 ⇒ v1.12.1 [10284c91] + TaijaBase v1.2.3 [3bb67fe8] - TranscodingStreams v0.11.2 [28d57a85] ↑ Transducers v0.4.82 ⇒ v0.4.85 [013be700] ↑ UnsafeAtomics v0.2.1 ⇒ v0.3.0 [d80eeb9a] - UnsafeAtomicsLLVM v0.2.1 ⌅ [e88e6eb3] ↑ Zygote v0.6.70 ⇒ v0.6.77 [700de1a5] ↑ ZygoteRules v0.2.5 ⇒ v0.2.7 [dad2f222] ↑ LLVMExtra_jll v0.0.33+0 ⇒ v0.0.38+0 [c8ffd9c3] - MbedTLS_jll v2.28.2+1 [efe28fd5] ↑ OpenSpecFun_jll v0.5.5+0 ⇒ v0.5.6+0 [f50d1b31] ↑ Rmath_jll v0.4.3+0 ⇒ v0.5.1+0 [0dad84c5] ↑ ArgTools v1.1.1 ⇒ 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 ⇒ v1.7.0 [7b1f6079] ~ FileWatching ⇒ v1.11.0 [9fa8497b] ~ Future ⇒ v1.11.0 [b77e0a4c] ~ InteractiveUtils ⇒ v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [4af54fe1] ~ LazyArtifacts ⇒ v1.11.0 [b27032c2] ↑ LibCURL v0.6.4 ⇒ v1.0.0 [76f85450] ~ LibGit2 ⇒ v1.11.0 [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 [ca575930] ↑ NetworkOptions v1.2.0 ⇒ v1.3.0 [44cfe95a] ↑ Pkg v1.10.0 ⇒ v1.13.0 [de0858da] ~ Printf ⇒ v1.11.0 [3fa0cd96] ~ REPL ⇒ v1.11.0 [9a3f8284] ~ Random ⇒ v1.11.0 [ea8e919c] ↑ SHA v0.7.0 ⇒ v1.0.0 [9e88b42a] ~ Serialization ⇒ v1.11.0 [6462fe0b] ~ Sockets ⇒ v1.11.0 [2f01184e] ↑ SparseArrays v1.10.0 ⇒ v1.13.0 [f489334b] + StyledStrings v1.11.0 [8dfed614] ~ Test ⇒ v1.11.0 [cf7118a7] ~ UUIDs ⇒ v1.11.0 [4ec0a83e] ~ Unicode ⇒ v1.11.0 [e66e0078] ↑ CompilerSupportLibraries_jll v1.1.1+0 ⇒ v1.3.0+1 [deac9b47] ↑ LibCURL_jll v8.4.0+0 ⇒ v8.16.0+0 [e37daf67] ↑ LibGit2_jll v1.6.4+0 ⇒ v1.9.1+0 [29816b5a] ↑ LibSSH2_jll v1.11.0+1 ⇒ v1.11.3+1 [14a3606d] ↑ MozillaCACerts_jll v2023.1.10 ⇒ v2025.12.2 [4536629a] ↑ OpenBLAS_jll v0.3.23+4 ⇒ v0.3.29+0 [05823500] ↑ OpenLibm_jll v0.8.1+2 ⇒ v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] ↑ SuiteSparse_jll v7.2.1+1 ⇒ v7.10.1+0 [83775a58] ↑ Zlib_jll v1.2.13+1 ⇒ v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] ↑ libblastrampoline_jll v5.11.0+0 ⇒ v5.15.0+0 [8e850ede] ↑ nghttp2_jll v1.52.0+1 ⇒ v1.67.1+0 [3f19e933] ↑ p7zip_jll v17.4.0+2 ⇒ v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Test Successfully re-resolved Status `/tmp/jl_tQBML3/Project.toml` [4c88cf16] Aqua v0.8.14 [5224ae11] CompatHelperLocal v0.1.27 [31c24e10] Distributions v0.25.123 ⌅ [587475ba] Flux v0.14.25 [48c56d24] JointEnergyModels v0.1.7 ⌃ [a7f614a8] MLJBase v1.9.2 ⌅ [094fc8d1] MLJFlux v0.5.1 [8dfed614] Test v1.11.0 Status `/tmp/jl_tQBML3/Manifest.toml` [621f4979] AbstractFFTs v1.5.0 [7d9f7c33] Accessors v0.1.43 [79e6a3ab] Adapt v4.4.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.14 [dce04be8] ArgCheck v2.5.0 [a9b6321e] Atomix v1.1.2 [fbb218c0] BSON v0.3.9 [198e06fe] BangBang v0.4.6 [9718e550] Baselet v0.1.1 [fa961155] CEnum v0.5.0 ⌅ [324d7699] CategoricalArrays v0.10.8 ⌅ [af321ab8] CategoricalDistributions v0.1.15 [082447d4] ChainRules v1.72.6 [d360d2e6] ChainRulesCore v1.26.0 [0b6fb165] ChunkCodecCore v1.0.1 [4c0bbee4] ChunkCodecLibZlib v1.0.0 [55437552] ChunkCodecLibZstd v1.0.0 ⌅ [3da002f7] ColorTypes v0.11.5 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.1 [5224ae11] CompatHelperLocal v0.1.27 [a33af91c] CompositionsBase v0.1.2 [ed09eef8] ComputationalResources v0.3.2 [187b0558] ConstructionBase v1.6.0 [6add18c4] ContextVariablesX v0.1.3 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.19.3 [e2d170a0] DataValueInterfaces v1.0.0 [244e2a9f] DefineSingletons v0.1.2 [8bb1440f] DelimitedFiles v1.9.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [f446124b] EnergySamplers v1.0.3 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [5789e2e9] FileIO v1.17.1 [1a297f60] FillArrays v1.15.0 [53c48c17] FixedPointNumbers v0.8.5 ⌅ [587475ba] Flux v0.14.25 [f6369f11] ForwardDiff v1.3.1 ⌅ [d9f16b24] Functors v0.4.12 [0c68f7d7] GPUArrays v11.3.3 [46192b85] GPUArraysCore v0.2.0 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [7869d1d1] IRTools v0.4.15 [22cec73e] InitialValues v0.3.1 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.6 [82899510] IteratorInterfaceExtensions v1.0.0 [033835bb] JLD2 v0.6.3 [692b3bcd] JLLWrappers v1.7.1 [48c56d24] JointEnergyModels v0.1.7 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.39 [929cbde3] LLVM v9.4.4 [b964fa9f] LaTeXStrings v1.4.0 ⌅ [92ad9a40] LearnAPI v1.0.1 [2ab3a3ac] LogExpFunctions v0.3.29 [c2834f40] MLCore v1.0.0 ⌃ [7e8f7934] MLDataDevices v1.5.3 ⌃ [a7f614a8] MLJBase v1.9.2 ⌅ [094fc8d1] MLJFlux v0.5.1 [e80e1ace] MLJModelInterface v1.12.1 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [1914dd2f] MacroTools v0.5.16 [dbeba491] Metalhead v0.9.6 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 [872c559c] NNlib v0.9.32 [77ba4419] NaNMath v1.1.3 [71a1bf82] NameResolution v0.1.5 [0b1bfda6] OneHotArrays v0.2.10 ⌅ [3bd65402] Optimisers v0.3.4 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.37 [d96e819e] Parameters v0.12.3 [570af359] PartialFunctions v1.2.1 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [8162dcfd] PrettyPrint v0.2.0 ⌅ [08abe8d2] PrettyTables v2.4.0 [33c8b6b6] ProgressLogging v0.1.6 [92933f4c] ProgressMeter v1.11.0 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [c1ae055f] RealDot v0.1.0 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 ⌃ [321657f4] ScientificTypes v3.1.1 [30f210dd] ScientificTypesBase v3.0.0 [7e506255] ScopedValues v1.5.0 [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 v2.6.1 [171d559e] SplittablesBase v0.1.15 [90137ffa] StaticArrays v1.9.16 [1e83bf80] StaticArraysCore v1.4.4 [c062fc1d] StatisticalMeasuresBase v0.1.3 [64bff920] StatisticalTraits v3.5.0 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 [2913bbd2] StatsBase v0.34.9 [4c63d2b9] StatsFuns v1.5.2 [892a3eda] StringManipulation v0.4.2 [09ab397b] StructArrays v0.7.2 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [10284c91] TaijaBase v1.2.3 [28d57a85] Transducers v0.4.85 [3a884ed6] UnPack v1.0.2 [013be700] UnsafeAtomics v0.3.0 ⌅ [e88e6eb3] Zygote v0.6.77 [700de1a5] ZygoteRules v0.2.7 [dad2f222] LLVMExtra_jll v0.0.38+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 v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [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 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [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 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.67.1+0 [3f19e933] p7zip_jll v17.7.0+0 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... [ Info: Training machine(JointEnergyClassifier(builder = MLP(hidden = (32, 32, 32), …), …), …). Optimising neural net: 2%[> ] ETA: 2:19:49 Optimising neural net: 3%[> ] ETA: 1:32:54 Optimising neural net: 4%[=> ] ETA: 1:09:22 Optimising neural net: 5%[=> ] ETA: 0:55:13 Optimising neural net: 6%[=> ] ETA: 0:45:47 Optimising neural net: 7%[=> ] ETA: 0:39:16 Optimising neural net: 8%[==> ] ETA: 0:34:11 Optimising neural net: 9%[==> ] ETA: 0:30:14 Optimising neural net: 10%[==> ] ETA: 0:27:03 Optimising neural net: 11%[==> ] ETA: 0:24:26 Optimising neural net: 12%[===> ] ETA: 0:22:16 Optimising neural net: 13%[===> ] ETA: 0:20:26 Optimising neural net: 14%[===> ] ETA: 0:18:51 Optimising neural net: 15%[===> ] ETA: 0:17:29 Optimising neural net: 16%[====> ] ETA: 0:16:17 Optimising neural net: 17%[====> ] ETA: 0:15:13 Optimising neural net: 18%[====> ] ETA: 0:14:16 Optimising neural net: 19%[====> ] ETA: 0:13:25 Optimising neural net: 20%[=====> ] ETA: 0:12:40 Optimising neural net: 21%[=====> ] ETA: 0:11:58 [ Info: Training losses/accuracy in epoch 20: Classification: 0.0007041465155780316 Generative: -0.003786640040576458 Regularisation: 0.014594489393755794 Total: -0.0013426860954612494 Accuracy: 0.978 Optimising neural net: 22%[=====> ] ETA: 0:11:20 Optimising neural net: 23%[=====> ] ETA: 0:10:45 Optimising neural net: 24%[======> ] ETA: 0:10:14 Optimising neural net: 25%[======> ] ETA: 0:09:44 Optimising neural net: 26%[======> ] ETA: 0:09:17 Optimising neural net: 27%[======> ] ETA: 0:08:52 Optimising neural net: 28%[=======> ] ETA: 0:08:28 Optimising neural net: 29%[=======> ] ETA: 0:08:06 Optimising neural net: 30%[=======> ] ETA: 0:07:46 Optimising neural net: 31%[=======> ] ETA: 0:07:26 Optimising neural net: 32%[========> ] ETA: 0:07:08 Optimising neural net: 33%[========> ] ETA: 0:06:51 Optimising neural net: 34%[========> ] ETA: 0:06:34 Optimising neural net: 35%[========> ] ETA: 0:06:19 Optimising neural net: 36%[=========> ] ETA: 0:06:04 Optimising neural net: 37%[=========> ] ETA: 0:05:50 Optimising neural net: 38%[=========> ] ETA: 0:05:37 Optimising neural net: 39%[=========> ] ETA: 0:05:25 Optimising neural net: 40%[==========> ] ETA: 0:05:13 Optimising neural net: 41%[==========> ] ETA: 0:05:01 [ Info: Training losses/accuracy in epoch 40: Classification: 0.00035247717797756196 Generative: -0.0031133570820093153 Regularisation: 0.0034361137710511684 Total: 0.0005247171664610505 Accuracy: 0.9855 Optimising neural net: 42%[==========> ] ETA: 0:04:51 Optimising neural net: 43%[==========> ] ETA: 0:04:40 Optimising neural net: 44%[===========> ] ETA: 0:04:30 Optimising neural net: 45%[===========> ] ETA: 0:04:21 Optimising neural net: 46%[===========> ] ETA: 0:04:12 Optimising neural net: 47%[===========> ] ETA: 0:04:03 Optimising neural net: 48%[============> ] ETA: 0:03:54 Optimising neural net: 49%[============> ] ETA: 0:03:46 Optimising neural net: 50%[============> ] ETA: 0:03:38 Optimising neural net: 51%[============> ] ETA: 0:03:30 Optimising neural net: 52%[=============> ] ETA: 0:03:23 Optimising neural net: 53%[=============> ] ETA: 0:03:16 Optimising neural net: 54%[=============> ] ETA: 0:03:10 Optimising neural net: 55%[=============> ] ETA: 0:03:03 Optimising neural net: 56%[==============> ] ETA: 0:02:57 Optimising neural net: 57%[==============> ] ETA: 0:02:51 Optimising neural net: 58%[==============> ] ETA: 0:02:44 Optimising neural net: 59%[==============> ] ETA: 0:02:38 Optimising neural net: 60%[===============> ] ETA: 0:02:33 Optimising neural net: 61%[===============> ] ETA: 0:02:27 [ Info: Training losses/accuracy in epoch 60: Classification: 0.00033950980193912984 Generative: -0.0034419106990098954 Regularisation: 0.0034937860891222955 Total: -0.0029219946898519987 Accuracy: 0.9875 Optimising neural net: 62%[===============> ] ETA: 0:02:21 Optimising neural net: 63%[===============> ] ETA: 0:02:16 Optimising neural net: 64%[================> ] ETA: 0:02:11 Optimising neural net: 65%[================> ] ETA: 0:02:06 Optimising neural net: 66%[================> ] ETA: 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Classification: 0.0005374432653188706 Generative: -0.008578054755926132 Regularisation: 0.011032011330127716 Total: -0.005593033275008202 Accuracy: 0.9709999999999999 Optimising neural net: 82%[====================> ] ETA: 0:00:55 Optimising neural net: 83%[====================> ] ETA: 0:00:51 Optimising neural net: 84%[=====================> ] ETA: 0:00:48 Optimising neural net: 85%[=====================> ] ETA: 0:00:45 Optimising neural net: 86%[=====================> ] ETA: 0:00:41 Optimising neural net: 87%[=====================> ] ETA: 0:00:38 Optimising neural net: 88%[======================> ] ETA: 0:00:35 Optimising neural net: 89%[======================> ] ETA: 0:00:32 Optimising neural net: 90%[======================> ] ETA: 0:00:29 Optimising neural net: 91%[======================> ] ETA: 0:00:26 Optimising neural net: 92%[=======================> ] ETA: 0:00:23 Optimising neural net: 93%[=======================> ] ETA: 0:00:20 Optimising neural net: 94%[=======================> ] ETA: 0:00:17 Optimising neural net: 95%[=======================> ] ETA: 0:00:14 Optimising neural net: 96%[========================>] ETA: 0:00:11 Optimising neural net: 97%[========================>] ETA: 0:00:08 Optimising neural net: 98%[========================>] ETA: 0:00:05 Optimising neural net: 99%[========================>] ETA: 0:00:03 Optimising neural net: 100%[=========================] Time: 0:04:27 [ Info: Training losses/accuracy in epoch 100: Classification: 0.00033695953525602815 Generative: -0.016536266803741456 Regularisation: 0.038065956830978395 Total: -0.010653277486190198 Accuracy: 0.986 Test Summary: | Pass Total Time JointEnergyModels.jl | 14 14 7m37.3s Testing JointEnergyModels tests passed Testing completed after 1138.26s PkgEval succeeded after 1993.86s