Package evaluation to test ReservoirComputing on Julia 1.11.8 (29b3528cce*) started at 2026-01-20T06:21:39.566 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.11` Set-up completed after 8.81s ################################################################################ # Installation # Installing ReservoirComputing... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [7c2d2b1e] + ReservoirComputing v0.12.12 Updating `~/.julia/environments/v1.11/Manifest.toml` [79e6a3ab] + Adapt v4.4.0 [4fba245c] + ArrayInterface v7.22.0 [a9b6321e] + Atomix v1.1.2 [d360d2e6] + ChainRulesCore v1.26.0 [f70d9fcc] + CommonWorldInvalidations v1.0.0 [34da2185] + Compat v4.18.1 [2569d6c7] + ConcreteStructs v0.2.3 [8d63f2c5] + DispatchDoctor v0.4.27 [ffbed154] + DocStringExtensions v0.9.5 [46192b85] + GPUArraysCore v0.2.0 [076d061b] + HashArrayMappedTries v0.2.0 [615f187c] + IfElse v0.1.1 [92d709cd] + IrrationalConstants v0.2.6 [692b3bcd] + JLLWrappers v1.7.1 [63c18a36] + KernelAbstractions v0.9.39 [2ab3a3ac] + LogExpFunctions v0.3.29 [bb33d45b] + LuxCore v1.5.2 [1914dd2f] + MacroTools v0.5.16 [872c559c] + NNlib v0.9.33 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.5.1 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [7c2d2b1e] + ReservoirComputing v0.12.12 [431bcebd] + SciMLPublic v1.0.1 [7e506255] + ScopedValues v1.5.0 [276daf66] + SpecialFunctions v2.6.1 [aedffcd0] + Static v1.3.1 [90137ffa] + StaticArrays v1.9.16 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [013be700] + UnsafeAtomics v0.3.0 [d49dbf32] + WeightInitializers v1.3.1 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.27+1 [05823500] + OpenLibm_jll v0.8.5+0 [8e850b90] + libblastrampoline_jll v5.11.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 5.46s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 51141.1 ms ✓ ReservoirComputing 17530.2 ms ✓ LinearSolve → LinearSolveKernelAbstractionsExt 83110.7 ms ✓ LineSearch → LineSearchLineSearchesExt 8495.7 ms ✓ MLJLinearModels 17407.5 ms ✓ JumpProcesses → JumpProcessesKernelAbstractionsExt 18944.4 ms ✓ DiffEqNoiseProcess → DiffEqNoiseProcessOptimExt 73084.7 ms ✓ ReservoirComputing → RCLIBSVMExt 3049.2 ms ✓ ReservoirComputing → RCSparseArraysExt 42976.7 ms ✓ ReservoirComputing → RCMLJLinearModelsExt 9 dependencies successfully precompiled in 324 seconds. 357 already precompiled. Precompilation completed after 322.01s ################################################################################ # Testing # Testing ReservoirComputing Status `/tmp/jl_TSFSdC/Project.toml` [4fba245c] ArrayInterface v7.22.0 [2569d6c7] ConcreteStructs v0.2.3 [0c46a032] DifferentialEquations v7.17.0 [b1bec4e5] LIBSVM v0.8.1 [bb33d45b] LuxCore v1.5.2 [6ee0df7b] MLJLinearModels v0.10.1 [872c559c] NNlib v0.9.33 ⌅ [aea7be01] PrecompileTools v1.2.1 [189a3867] Reexport v1.2.2 [7c2d2b1e] ReservoirComputing v0.12.12 [1bc83da4] SafeTestsets v0.1.0 [aedffcd0] Static v1.3.1 [10745b16] Statistics v1.11.1 [d49dbf32] WeightInitializers v1.3.1 [37e2e46d] LinearAlgebra v1.11.0 [44cfe95a] Pkg v1.11.0 [9a3f8284] Random v1.11.0 [2f01184e] SparseArrays v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_TSFSdC/Manifest.toml` [47edcb42] ADTypes v1.21.0 [7d9f7c33] Accessors v0.1.43 [79e6a3ab] Adapt v4.4.0 [66dad0bd] AliasTables v1.1.3 [a95523ee] AlmostBlockDiagonals v0.1.10 [ec485272] ArnoldiMethod v0.4.0 [4fba245c] ArrayInterface v7.22.0 [4c555306] ArrayLayouts v1.12.2 [a9b6321e] Atomix v1.1.2 [aae01518] BandedMatrices v1.11.0 [62783981] BitTwiddlingConvenienceFunctions v0.1.6 [764a87c0] BoundaryValueDiffEq v5.18.0 [7227322d] BoundaryValueDiffEqAscher v1.8.0 [56b672f2] BoundaryValueDiffEqCore v1.11.1 [85d9eb09] BoundaryValueDiffEqFIRK v1.9.0 [1a22d4ce] BoundaryValueDiffEqMIRK v1.9.0 [9255f1d6] BoundaryValueDiffEqMIRKN v1.8.0 [ed55bfe0] BoundaryValueDiffEqShooting v1.9.0 [70df07ce] BracketingNonlinearSolve v1.6.2 [fa961155] CEnum v0.5.0 [2a0fbf3d] CPUSummary v0.2.7 [d360d2e6] ChainRulesCore v1.26.0 [fb6a15b2] CloseOpenIntervals v0.1.13 [38540f10] CommonSolve v0.2.6 [bbf7d656] CommonSubexpressions v0.3.1 [f70d9fcc] CommonWorldInvalidations v1.0.0 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [2569d6c7] ConcreteStructs v0.2.3 [187b0558] ConstructionBase v1.6.0 [adafc99b] CpuId v0.3.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.19.3 ⌃ [bcd4f6db] DelayDiffEq v5.66.0 [2b5f629d] DiffEqBase v6.199.0 [459566f4] DiffEqCallbacks v4.12.0 [77a26b50] DiffEqNoiseProcess v5.26.0 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [0c46a032] DifferentialEquations v7.17.0 [a0c0ee7d] DifferentiationInterface v0.7.14 [8d63f2c5] DispatchDoctor v0.4.27 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [4e289a0a] EnumX v1.0.5 [f151be2c] EnzymeCore v0.8.18 [d4d017d3] ExponentialUtilities v1.30.0 [e2ba6199] ExprTools v0.1.10 [55351af7] ExproniconLite v0.10.14 [9d29842c] FastAlmostBandedMatrices v0.1.6 [7034ab61] FastBroadcast v0.3.5 [9aa1b823] FastClosures v0.3.2 [442a2c76] FastGaussQuadrature v1.1.0 [a4df4552] FastPower v1.3.0 [1a297f60] FillArrays v1.16.0 [6a86dc24] FiniteDiff v2.29.0 [f6369f11] ForwardDiff v1.3.1 [069b7b12] FunctionWrappers v1.1.3 [77dc65aa] FunctionWrappersWrappers v0.1.3 [46192b85] GPUArraysCore v0.2.0 [c145ed77] GenericSchur v0.5.6 [86223c79] Graphs v1.13.3 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [615f187c] IfElse v0.1.1 [d25df0c9] Inflate v0.1.5 [3587e190] InverseFunctions v0.1.17 [92d709cd] IrrationalConstants v0.2.6 [42fd0dbc] IterativeSolvers v0.9.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.1 [ae98c720] Jieko v0.2.1 [ccbc3e58] JumpProcesses v9.21.0 [63c18a36] KernelAbstractions v0.9.39 [ba0b0d4f] Krylov v0.10.3 [2d691ee1] LIBLINEAR v0.7.1 [b1bec4e5] LIBSVM v0.8.1 [10f19ff3] LayoutPointers v0.1.17 [5078a376] LazyArrays v2.9.4 [2d8b4e74] LevyArea v1.0.0 [87fe0de2] LineSearch v0.1.6 ⌃ [d3d80556] LineSearches v7.5.1 [7a12625a] LinearMaps v3.11.4 [7ed4a6bd] LinearSolve v3.57.0 [2ab3a3ac] LogExpFunctions v0.3.29 [e6f89c97] LoggingExtras v1.2.0 [bb33d45b] LuxCore v1.5.2 [6ee0df7b] MLJLinearModels v0.10.1 [e80e1ace] MLJModelInterface v1.12.1 [1914dd2f] MacroTools v0.5.16 [d125e4d3] ManualMemory v0.1.8 [a3b82374] MatrixFactorizations v3.1.3 [bb5d69b7] MaybeInplace v0.1.4 [e1d29d7a] Missings v1.2.0 [2e0e35c7] Moshi v0.3.7 [46d2c3a1] MuladdMacro v0.2.4 ⌅ [d41bc354] NLSolversBase v7.10.0 [872c559c] NNlib v0.9.33 [77ba4419] NaNMath v1.1.3 [8913a72c] NonlinearSolve v4.14.0 [be0214bd] NonlinearSolveBase v2.9.2 [5959db7a] NonlinearSolveFirstOrder v1.11.0 [9a2c21bd] NonlinearSolveQuasiNewton v1.12.0 [26075421] NonlinearSolveSpectralMethods v1.6.0 ⌅ [429524aa] Optim v1.13.3 [bac558e1] OrderedCollections v1.8.1 ⌃ [1dea7af3] OrdinaryDiffEq v6.105.0 ⌃ [89bda076] OrdinaryDiffEqAdamsBashforthMoulton v1.8.0 ⌃ [6ad6398a] OrdinaryDiffEqBDF v1.13.0 ⌅ [bbf590c4] OrdinaryDiffEqCore v2.3.0 ⌃ [50262376] OrdinaryDiffEqDefault v1.11.0 ⌃ [4302a76b] OrdinaryDiffEqDifferentiation v1.21.0 ⌃ [9286f039] OrdinaryDiffEqExplicitRK v1.7.0 ⌃ [e0540318] OrdinaryDiffEqExponentialRK v1.11.0 ⌃ [becaefa8] OrdinaryDiffEqExtrapolation v1.12.0 ⌃ [5960d6e9] OrdinaryDiffEqFIRK v1.19.0 ⌃ [101fe9f7] OrdinaryDiffEqFeagin v1.7.0 ⌃ [d3585ca7] OrdinaryDiffEqFunctionMap v1.8.0 ⌃ [d28bc4f8] OrdinaryDiffEqHighOrderRK v1.8.0 ⌃ [9f002381] OrdinaryDiffEqIMEXMultistep v1.10.0 ⌃ [521117fe] OrdinaryDiffEqLinear v1.9.0 ⌃ [1344f307] OrdinaryDiffEqLowOrderRK v1.9.0 ⌃ [b0944070] OrdinaryDiffEqLowStorageRK v1.10.0 ⌃ [127b3ac7] OrdinaryDiffEqNonlinearSolve v1.18.1 ⌃ [c9986a66] OrdinaryDiffEqNordsieck v1.7.0 ⌃ [5dd0a6cf] OrdinaryDiffEqPDIRK v1.9.0 ⌃ [5b33eab2] OrdinaryDiffEqPRK v1.7.0 ⌃ [04162be5] OrdinaryDiffEqQPRK v1.7.0 ⌃ [af6ede74] OrdinaryDiffEqRKN v1.8.0 ⌃ [43230ef6] OrdinaryDiffEqRosenbrock v1.21.0 ⌃ [2d112036] OrdinaryDiffEqSDIRK v1.10.0 ⌃ [669c94d9] OrdinaryDiffEqSSPRK v1.10.0 ⌃ [e3e12d00] OrdinaryDiffEqStabilizedIRK v1.9.0 ⌃ [358294b1] OrdinaryDiffEqStabilizedRK v1.7.0 ⌃ [fa646aed] OrdinaryDiffEqSymplecticRK v1.10.0 ⌃ [b1df2697] OrdinaryDiffEqTsit5 v1.8.0 ⌃ [79d7bb75] OrdinaryDiffEqVerner v1.9.0 [90014a1f] PDMats v0.11.37 [d96e819e] Parameters v0.12.3 [e409e4f3] PoissonRandom v0.4.7 [f517fe37] Polyester v0.7.18 [1d0040c9] PolyesterWeave v0.2.2 [85a6dd25] PositiveFactorizations v0.2.4 ⌅ [d236fae5] PreallocationTools v0.4.34 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.5.1 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [74087812] Random123 v1.7.1 [e6cf234a] RandomNumbers v1.6.0 [3cdcf5f2] RecipesBase v1.3.4 [731186ca] RecursiveArrayTools v3.44.0 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [7c2d2b1e] ReservoirComputing v0.12.12 [ae5879a3] ResettableStacks v1.2.0 [79098fc4] Rmath v0.9.0 [7e49a35a] RuntimeGeneratedFunctions v0.5.16 [94e857df] SIMDTypes v0.1.0 [1bc83da4] SafeTestsets v0.1.0 [0bca4576] SciMLBase v2.134.0 [19f34311] SciMLJacobianOperators v0.1.12 [a6db7da4] SciMLLogging v1.8.0 [c0aeaf25] SciMLOperators v1.14.1 [431bcebd] SciMLPublic v1.0.1 [53ae85a6] SciMLStructures v1.10.0 [30f210dd] ScientificTypesBase v3.0.0 [6e75b9c4] ScikitLearnBase v0.5.0 [7e506255] ScopedValues v1.5.0 [efcf1570] Setfield v1.1.2 [727e6d20] SimpleNonlinearSolve v2.10.0 [699a6c99] SimpleTraits v0.9.5 [a2af1166] SortingAlgorithms v1.2.2 [9f842d2f] SparseConnectivityTracer v1.1.3 [0a514795] SparseMatrixColorings v0.4.23 [276daf66] SpecialFunctions v2.6.1 [aedffcd0] Static v1.3.1 [0d7ed370] StaticArrayInterface v1.8.0 [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 v0.34.10 [4c63d2b9] StatsFuns v1.5.2 [9672c7b4] SteadyStateDiffEq v2.9.0 [789caeaf] StochasticDiffEq v6.90.0 [7792a7ef] StrideArraysCore v0.5.8 [c3572dad] Sundials v5.1.0 [2efcf032] SymbolicIndexingInterface v0.3.46 [8290d209] ThreadingUtilities v0.5.5 [a759f4b9] TimerOutputs v0.5.29 [781d530d] TruncatedStacktraces v1.4.0 [3a884ed6] UnPack v1.0.2 [013be700] UnsafeAtomics v0.3.0 [d49dbf32] WeightInitializers v1.3.1 [1d5cc7b8] IntelOpenMP_jll v2025.2.0+0 [1d63c593] LLVMOpenMP_jll v18.1.8+0 [856f044c] MKL_jll v2025.2.0+0 [656ef2d0] OpenBLAS32_jll v0.3.29+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [ca45d3f4] SuiteSparse32_jll v7.12.1+0 [fb77eaff] 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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 ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Test Summary: | Pass Total Time Common Utilities | 36 36 8.5s Precompiling SparseArraysExt... 2299.4 ms ✓ KernelAbstractions → SparseArraysExt 1 dependency successfully precompiled in 3 seconds. 27 already precompiled. Test Summary: | Pass Total Time Layers | 182 182 1m38.6s Test Summary: | Pass Total Time Echo State Networks | 536 536 2m46.8s ┌ Warning: NGRC: inferring readout input dimension assuming each feature f in `features` │ returns a vector of the same length as the delayed input. │ │ Delayed input length: n_taps = 6 │ Blocks (input + features): 3 │ => ro_dims = n_taps * n_blocks = 18 │ │ If your feature functions change the length (e.g. constant features, │ quadratic monomials with cross terms), please pass `ro_dims` explicitly. │ │ Please note that, if dimensions are not correct, training will change them and │ no error will occur. └ @ ReservoirComputing ~/.julia/packages/ReservoirComputing/n90Gv/src/models/ngrc.jl:86 ┌ Warning: NGRC: inferring readout input dimension assuming each feature f in `features` │ returns a vector of the same length as the delayed input. │ │ Delayed input length: n_taps = 6 │ Blocks (input + features): 2 │ => ro_dims = n_taps * n_blocks = 12 │ │ If your feature functions change the length (e.g. constant features, │ quadratic monomials with cross terms), please pass `ro_dims` explicitly. │ │ Please note that, if dimensions are not correct, training will change them and │ no error will occur. └ @ ReservoirComputing ~/.julia/packages/ReservoirComputing/n90Gv/src/models/ngrc.jl:86 ┌ Warning: NGRC: inferring readout input dimension assuming each feature f in `features` │ returns a vector of the same length as the delayed input. │ │ Delayed input length: n_taps = 6 │ Blocks (input + features): 2 │ => ro_dims = n_taps * n_blocks = 12 │ │ If your feature functions change the length (e.g. constant features, │ quadratic monomials with cross terms), please pass `ro_dims` explicitly. │ │ Please note that, if dimensions are not correct, training will change them and │ no error will occur. └ @ ReservoirComputing ~/.julia/packages/ReservoirComputing/n90Gv/src/models/ngrc.jl:86 ┌ Warning: NGRC: inferring readout input dimension assuming each feature f in `features` │ returns a vector of the same length as the delayed input. │ │ Delayed input length: n_taps = 6 │ Blocks (input + features): 2 │ => ro_dims = n_taps * n_blocks = 12 │ │ If your feature functions change the length (e.g. constant features, │ quadratic monomials with cross terms), please pass `ro_dims` explicitly. │ │ Please note that, if dimensions are not correct, training will change them and │ no error will occur. └ @ ReservoirComputing ~/.julia/packages/ReservoirComputing/n90Gv/src/models/ngrc.jl:86 Test Summary: | Pass Total Time Next Generation Reservoir Computing | 23 23 14.9s Testing ReservoirComputing tests passed Testing completed after 300.0s PkgEval succeeded after 669.99s