Package evaluation of JointEnergyModels on Julia 1.13.0-DEV.943 (cce193b1aa*) started at 2025-08-02T13:03:52.824 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.45s ################################################################################ # Installation # Installing JointEnergyModels... Resolving package versions... 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 v0.1.42 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [a9b6321e] + Atomix v1.1.1 [fbb218c0] + BSON v0.3.9 [198e06fe] + BangBang v0.4.4 [9718e550] + Baselet v0.1.1 [fa961155] + CEnum v0.5.0 ⌅ [324d7699] + CategoricalArrays v0.10.8 [082447d4] + ChainRules v1.72.5 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [3da002f7] + ColorTypes v0.11.5 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.0 [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 v0.18.22 [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 v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [f446124b] + EnergySamplers v1.0.3 [cc61a311] + FLoops v0.2.2 [b9860ae5] + FLoopsBase v0.1.1 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 ⌅ [587475ba] + Flux v0.14.25 [f6369f11] + ForwardDiff v1.0.1 ⌅ [d9f16b24] + Functors v0.4.12 [0c68f7d7] + GPUArrays v11.2.3 [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 v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [033835bb] + JLD2 v0.5.15 [692b3bcd] + JLLWrappers v1.7.1 [48c56d24] + JointEnergyModels v0.1.7 [b14d175d] + JuliaVariables v0.2.4 [63c18a36] + KernelAbstractions v0.9.38 [929cbde3] + LLVM v9.4.2 [2ab3a3ac] + LogExpFunctions v0.3.29 [c2834f40] + MLCore v1.0.0 ⌃ [7e8f7934] + MLDataDevices v1.5.3 ⌅ [094fc8d1] + MLJFlux v0.5.1 [e80e1ace] + MLJModelInterface v1.12.0 [d8e11817] + MLStyle v0.4.17 [f1d291b0] + MLUtils v0.4.8 [1914dd2f] + MacroTools v0.5.16 [dbeba491] + Metalhead v0.9.5 [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 v0.3.4 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [570af359] + PartialFunctions v1.2.1 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [8162dcfd] + PrettyPrint v0.2.0 [33c8b6b6] + ProgressLogging v0.1.5 [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 [30f210dd] + ScientificTypesBase v3.0.0 [7e506255] + ScopedValues v1.4.0 [efcf1570] + Setfield v1.1.2 [605ecd9f] + ShowCases v0.1.0 [699a6c99] + SimpleTraits v0.9.4 [a2af1166] + SortingAlgorithms v1.2.1 [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 v0.34.5 [4c63d2b9] + StatsFuns v1.5.0 [09ab397b] + StructArrays v0.7.1 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [10284c91] + TaijaBase v1.2.3 [3bb67fe8] + TranscodingStreams v0.11.3 [28d57a85] + Transducers v0.4.84 [013be700] + UnsafeAtomics v0.3.0 ⌅ [e88e6eb3] + Zygote v0.6.77 [700de1a5] + ZygoteRules v0.2.7 [dad2f222] + LLVMExtra_jll v0.0.37+2 [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 v0.6.4 [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 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 [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 v8.15.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.7.15 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+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. To see why use `status --outdated -m` Installation completed after 5.81s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 507.52s ################################################################################ # 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_LSq9Wm/Project.toml` [4c88cf16] ↑ Aqua v0.8.7 ⇒ v0.8.13 [5224ae11] ↑ CompatHelperLocal v0.1.26 ⇒ v0.1.27 [31c24e10] ↑ Distributions v0.25.111 ⇒ v0.25.120 ⌅ [587475ba] ↑ Flux v0.14.19 ⇒ v0.14.25 [48c56d24] + JointEnergyModels v0.1.7 [a7f614a8] ↑ MLJBase v1.7.0 ⇒ v1.8.2 [8dfed614] ~ Test ⇒ v1.11.0 Updating `/tmp/jl_LSq9Wm/Manifest.toml` [7d9f7c33] ↑ Accessors v0.1.37 ⇒ v0.1.42 [79e6a3ab] ↑ Adapt v4.0.4 ⇒ v4.3.0 [4c88cf16] ↑ Aqua v0.8.7 ⇒ v0.8.13 [dce04be8] ↑ ArgCheck v2.3.0 ⇒ v2.5.0 [a9b6321e] ↑ Atomix v0.1.0 ⇒ v1.1.1 [198e06fe] ↑ BangBang v0.4.3 ⇒ v0.4.4 [082447d4] ↑ ChainRules v1.69.0 ⇒ v1.72.5 [d360d2e6] ↑ ChainRulesCore v1.24.0 ⇒ v1.25.2 [34da2185] ↑ Compat v4.16.0 ⇒ v4.18.0 [5224ae11] ↑ CompatHelperLocal v0.1.26 ⇒ v0.1.27 [187b0558] ↑ ConstructionBase v1.5.8 ⇒ v1.6.0 ⌅ [864edb3b] ↑ DataStructures v0.18.20 ⇒ v0.18.22 [31c24e10] ↑ Distributions v0.25.111 ⇒ v0.25.120 [ffbed154] ↑ DocStringExtensions v0.9.3 ⇒ v0.9.5 [f446124b] + EnergySamplers v1.0.3 [5789e2e9] ↑ FileIO v1.16.3 ⇒ v1.17.0 ⌅ [587475ba] ↑ Flux v0.14.19 ⇒ v0.14.25 [f6369f11] ↑ ForwardDiff v0.10.36 ⇒ v1.0.1 [0c68f7d7] ↑ GPUArrays v10.3.1 ⇒ v11.2.3 [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 ⇒ v0.2.4 [033835bb] ↑ JLD2 v0.4.53 ⇒ v0.5.15 [692b3bcd] ↑ JLLWrappers v1.6.0 ⇒ v1.7.1 [48c56d24] + JointEnergyModels v0.1.7 [63c18a36] ↑ KernelAbstractions v0.9.25 ⇒ v0.9.38 [929cbde3] ↑ LLVM v9.0.0 ⇒ v9.4.2 [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 ⇒ v1.8.2 [e80e1ace] ↑ MLJModelInterface v1.11.0 ⇒ v1.12.0 [f1d291b0] ↑ MLUtils v0.4.4 ⇒ v0.4.8 [1914dd2f] ↑ MacroTools v0.5.13 ⇒ v0.5.16 [dbeba491] ↑ Metalhead v0.9.3 ⇒ v0.9.5 [872c559c] ↑ NNlib v0.9.23 ⇒ v0.9.31 [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 ⇒ v0.11.35 [570af359] ↑ PartialFunctions v1.2.0 ⇒ v1.2.1 [aea7be01] ↑ PrecompileTools v1.2.1 ⇒ v1.3.2 [08abe8d2] ↑ PrettyTables v2.3.2 ⇒ v2.4.0 [33c8b6b6] ↑ ProgressLogging v0.1.4 ⇒ v0.1.5 [92933f4c] ↑ ProgressMeter v1.10.2 ⇒ v1.10.4 [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 ⇒ v0.8.0 [321657f4] ↑ ScientificTypes v3.0.2 ⇒ v3.1.0 [7e506255] + ScopedValues v1.4.0 [efcf1570] ↑ Setfield v1.1.1 ⇒ v1.1.2 [276daf66] ↑ SpecialFunctions v2.4.0 ⇒ v2.5.1 [90137ffa] ↑ StaticArrays v1.9.7 ⇒ v1.9.14 [c062fc1d] ↑ StatisticalMeasuresBase v0.1.1 ⇒ v0.1.2 [64bff920] ↑ StatisticalTraits v3.4.0 ⇒ v3.5.0 [10745b16] ↑ Statistics v1.10.0 ⇒ v1.11.1 [82ae8749] ↑ StatsAPI v1.7.0 ⇒ v1.7.1 [2913bbd2] ↑ StatsBase v0.34.3 ⇒ v0.34.5 [4c63d2b9] ↑ StatsFuns v1.3.1 ⇒ v1.5.0 [892a3eda] ↑ StringManipulation v0.3.4 ⇒ v0.4.1 [09ab397b] ↑ StructArrays v0.6.18 ⇒ v0.7.1 [bd369af6] ↑ Tables v1.12.0 ⇒ v1.12.1 [10284c91] + TaijaBase v1.2.3 [3bb67fe8] ↑ TranscodingStreams v0.11.2 ⇒ v0.11.3 [28d57a85] ↑ Transducers v0.4.82 ⇒ v0.4.84 [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 ⇒ v0.0.37+2 [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 [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 [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 ⇒ v8.15.0+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 ⇒ v2025.7.15 [4536629a] ↑ OpenBLAS_jll v0.3.23+4 ⇒ v0.3.29+0 [05823500] ↑ OpenLibm_jll v0.8.1+2 ⇒ v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] ↑ SuiteSparse_jll v7.2.1+1 ⇒ v7.10.1+0 [83775a58] ↑ Zlib_jll v1.2.13+1 ⇒ v1.3.1+2 [8e850b90] ↑ libblastrampoline_jll v5.11.0+0 ⇒ v5.13.1+0 [8e850ede] ↑ nghttp2_jll v1.52.0+1 ⇒ v1.65.0+0 [3f19e933] ↑ p7zip_jll v17.4.0+2 ⇒ v17.5.0+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. To see why use `status --outdated -m` Test Successfully re-resolved Status `/tmp/jl_LSq9Wm/Project.toml` [4c88cf16] Aqua v0.8.13 [5224ae11] CompatHelperLocal v0.1.27 [31c24e10] Distributions v0.25.120 ⌅ [587475ba] Flux v0.14.25 [48c56d24] JointEnergyModels v0.1.7 [a7f614a8] MLJBase v1.8.2 ⌅ [094fc8d1] MLJFlux v0.5.1 [8dfed614] Test v1.11.0 Status `/tmp/jl_LSq9Wm/Manifest.toml` [621f4979] AbstractFFTs v1.5.0 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.13 [dce04be8] ArgCheck v2.5.0 [a9b6321e] Atomix v1.1.1 [fbb218c0] BSON v0.3.9 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [fa961155] CEnum v0.5.0 ⌅ [324d7699] CategoricalArrays v0.10.8 [af321ab8] CategoricalDistributions v0.1.15 [082447d4] ChainRules v1.72.5 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [3da002f7] ColorTypes v0.11.5 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.0 [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 v0.18.22 [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 v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [f446124b] EnergySamplers v1.0.3 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [53c48c17] FixedPointNumbers v0.8.5 ⌅ [587475ba] Flux v0.14.25 [f6369f11] ForwardDiff v1.0.1 ⌅ [d9f16b24] Functors v0.4.12 [0c68f7d7] GPUArrays v11.2.3 [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 v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [033835bb] JLD2 v0.5.15 [692b3bcd] JLLWrappers v1.7.1 [48c56d24] JointEnergyModels v0.1.7 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.38 [929cbde3] LLVM v9.4.2 [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 v1.8.2 ⌅ [094fc8d1] MLJFlux v0.5.1 [e80e1ace] MLJModelInterface v1.12.0 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [1914dd2f] MacroTools v0.5.16 [dbeba491] Metalhead v0.9.5 [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 v0.3.4 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [570af359] PartialFunctions v1.2.1 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [8162dcfd] PrettyPrint v0.2.0 [08abe8d2] PrettyTables v2.4.0 [33c8b6b6] ProgressLogging v0.1.5 [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 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [321657f4] ScientificTypes v3.1.0 [30f210dd] ScientificTypesBase v3.0.0 [7e506255] ScopedValues v1.4.0 [efcf1570] Setfield v1.1.2 [605ecd9f] ShowCases v0.1.0 [699a6c99] SimpleTraits v0.9.4 [a2af1166] SortingAlgorithms v1.2.1 [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 [c062fc1d] StatisticalMeasuresBase v0.1.2 [64bff920] StatisticalTraits v3.5.0 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.5 [4c63d2b9] StatsFuns v1.5.0 [892a3eda] StringManipulation v0.4.1 [09ab397b] StructArrays v0.7.1 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [10284c91] TaijaBase v1.2.3 [3bb67fe8] TranscodingStreams v0.11.3 [28d57a85] Transducers v0.4.84 [3a884ed6] UnPack v1.0.2 [013be700] UnsafeAtomics v0.3.0 ⌅ [e88e6eb3] Zygote v0.6.77 [700de1a5] ZygoteRules v0.2.7 [dad2f222] LLVMExtra_jll v0.0.37+2 [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 v0.6.4 [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 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 [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 v8.15.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.7.15 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+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... Precompiling packages... 3648.6 ms ✓ MLDataDevices 11969.9 ms ✓ ChainRules 8010.7 ms ✓ KernelAbstractions 5357.0 ms ✓ LLVMExtra_jll 1494.8 ms ✓ MLDataDevices → MLDataDevicesChainRulesCoreExt 1443.5 ms ✓ MLDataDevices → MLDataDevicesSparseArraysExt 1096.4 ms ✓ MLDataDevices → MLDataDevicesFillArraysExt 1747.4 ms ✓ MLDataDevices → MLDataDevicesChainRulesExt 2973.3 ms ✓ KernelAbstractions → SparseArraysExt 2458.0 ms ✓ KernelAbstractions → LinearAlgebraExt 2895.7 ms ✓ StructArrays → StructArraysGPUArraysCoreExt 19073.3 ms ✓ LLVM 13570.0 ms ✓ NNlib 7790.8 ms ✓ UnsafeAtomics → UnsafeAtomicsLLVM 33645.8 ms ✓ NNlib → NNlibForwardDiffExt 3270.8 ms ✓ NNlib → NNlibSpecialFunctionsExt 3595.6 ms ✓ OneHotArrays 20897.0 ms ✓ MLUtils 15644.5 ms ✓ GPUArrays 2992.1 ms ✓ MLDataDevices → MLDataDevicesOneHotArraysExt 5624.9 ms ✓ MLDataDevices → MLDataDevicesMLUtilsExt 6311.6 ms ✓ MLDataDevices → MLDataDevicesGPUArraysExt 73865.0 ms ✓ Zygote 5377.9 ms ✓ MLDataDevices → MLDataDevicesZygoteExt 187994.8 ms ✓ Flux 25 dependencies successfully precompiled in 444 seconds. 145 already precompiled. Precompiling packages... 48791.2 ms ✓ JLD2 13199.4 ms ✓ EnergySamplers 23355.6 ms ✓ Metalhead 26061.4 ms ✓ MLJFlux 28329.0 ms ✓ JointEnergyModels 5 dependencies successfully precompiled in 142 seconds. 197 already precompiled. Precompiling packages... 7114.1 ms ✓ CategoricalArrays → CategoricalArraysRecipesBaseExt 19158.4 ms ✓ StatisticalMeasuresBase 8837.8 ms ✓ ScientificTypes 7989.3 ms ✓ CategoricalDistributions 17362.2 ms ✓ MLJBase 5 dependencies successfully precompiled in 62 seconds. 140 already precompiled. Precompiling packages... 6212.2 ms ✓ JLD2 → UnPackExt 1 dependency successfully precompiled in 6 seconds. 38 already precompiled. [ Info: Training machine(JointEnergyClassifier(builder = MLP(hidden = (32, 32, 32), …), …), …). Optimising neural net: 2%[> ] ETA: 3:04:30 Optimising neural net: 3%[> ] ETA: 2:02:27 Optimising neural net: 4%[=> ] ETA: 1:31:20 Optimising neural net: 5%[=> ] ETA: 1:12:46 Optimising neural net: 6%[=> ] ETA: 1:00:17 Optimising neural net: 7%[=> ] ETA: 0:51:22 Optimising neural net: 8%[==> ] ETA: 0:44:40 Optimising neural net: 9%[==> ] ETA: 0:39:28 Optimising neural net: 10%[==> ] ETA: 0:35:17 Optimising neural net: 11%[==> ] ETA: 0:31:52 Optimising neural net: 12%[===> ] ETA: 0:29:01 Optimising neural net: 13%[===> ] ETA: 0:26:37 Optimising neural net: 14%[===> ] ETA: 0:24:32 Optimising neural net: 15%[===> ] ETA: 0:22:44 Optimising neural net: 16%[====> ] ETA: 0:21:10 Optimising neural net: 17%[====> ] ETA: 0:19:46 Optimising neural net: 18%[====> ] ETA: 0:18:32 Optimising neural net: 19%[====> ] ETA: 0:17:25 Optimising neural net: 20%[=====> ] ETA: 0:16:25 Optimising neural net: 21%[=====> ] ETA: 0:15:31 [ Info: Training losses/accuracy in epoch 20: Classification: 0.0009488589763641357 Generative: -0.0016073412746191024 Regularisation: 0.0006996316951699555 Total: -0.00036326602608896785 Accuracy: 0.9804999999999999 Optimising neural net: 22%[=====> ] ETA: 0:14:41 Optimising neural net: 23%[=====> ] ETA: 0:13:55 Optimising neural net: 24%[======> ] ETA: 0:13:14 Optimising neural net: 25%[======> ] ETA: 0:12:35 Optimising neural net: 26%[======> ] ETA: 0:11:59 Optimising neural net: 27%[======> ] ETA: 0:11:26 Optimising neural net: 28%[=======> ] ETA: 0:10:56 Optimising neural net: 29%[=======> ] ETA: 0:10:27 Optimising neural net: 30%[=======> ] ETA: 0:10:00 Optimising neural net: 31%[=======> ] ETA: 0:09:35 Optimising neural net: 32%[========> ] ETA: 0:09:11 Optimising neural net: 33%[========> ] ETA: 0:08:49 Optimising neural net: 34%[========> ] ETA: 0:08:28 Optimising neural net: 35%[========> ] ETA: 0:08:08 Optimising neural net: 36%[=========> ] ETA: 0:07:49 Optimising neural net: 37%[=========> ] ETA: 0:07:31 Optimising neural net: 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Optimising neural net: 53%[=============> ] ETA: 0:04:09 Optimising neural net: 54%[=============> ] ETA: 0:04:00 Optimising neural net: 55%[=============> ] ETA: 0:03:51 Optimising neural net: 56%[==============> ] ETA: 0:03:43 Optimising neural net: 57%[==============> ] ETA: 0:03:35 Optimising neural net: 58%[==============> ] ETA: 0:03:27 Optimising neural net: 59%[==============> ] ETA: 0:03:20 Optimising neural net: 60%[===============> ] ETA: 0:03:12 Optimising neural net: 61%[===============> ] ETA: 0:03:05 [ Info: Training losses/accuracy in epoch 60: Classification: 0.00025318725220859053 Generative: -0.01733998304605484 Regularisation: 0.10870595720410348 Total: -0.009574618046358226 Accuracy: 0.9885000000000002 Optimising neural net: 62%[===============> ] ETA: 0:02:58 Optimising neural net: 63%[===============> ] ETA: 0:02:51 Optimising neural net: 64%[================> ] ETA: 0:02:45 Optimising neural net: 65%[================> ] ETA: 0:02:38 Optimising neural net: 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losses/accuracy in epoch 80: Classification: 0.0003292529657483101 Generative: -0.019487927556037902 Regularisation: 0.09769022053480149 Total: -0.007946290044486522 Accuracy: 0.9800000000000001 Optimising neural net: 82%[====================> ] ETA: 0:01:09 Optimising neural net: 83%[====================> ] ETA: 0:01:04 Optimising neural net: 84%[=====================> ] ETA: 0:01:00 Optimising neural net: 85%[=====================> ] ETA: 0:00:56 Optimising neural net: 86%[=====================> ] ETA: 0:00:52 Optimising neural net: 87%[=====================> ] ETA: 0:00:47 Optimising neural net: 88%[======================> ] ETA: 0:00:43 Optimising neural net: 89%[======================> ] ETA: 0:00:40 Optimising neural net: 90%[======================> ] ETA: 0:00:36 Optimising neural net: 91%[======================> ] ETA: 0:00:32 Optimising neural net: 92%[=======================> ] ETA: 0:00:28 Optimising neural net: 93%[=======================> ] ETA: 0:00:24 Optimising neural net: 94%[=======================> ] ETA: 0:00:21 Optimising neural net: 95%[=======================> ] ETA: 0:00:17 Optimising neural net: 96%[========================>] ETA: 0:00:14 Optimising neural net: 97%[========================>] ETA: 0:00:10 Optimising neural net: 98%[========================>] ETA: 0:00:07 Optimising neural net: 99%[========================>] ETA: 0:00:03 Optimising neural net: 100%[=========================] Time: 0:05:31 [ Info: Training losses/accuracy in epoch 100: Classification: 0.0002773787919431925 Generative: -0.016288640409708025 Regularisation: 0.1316263353228569 Total: -0.0039650004323571915 Accuracy: 0.9834999999999999 Test Summary: | Pass Total Time JointEnergyModels.jl | 14 14 10m39.9s Testing JointEnergyModels tests passed Testing completed after 1335.16s PkgEval succeeded after 1886.87s