Package evaluation to test MonotoneDecomposition on Julia 1.13.0-DEV.1296 (e8025198af*) started at 2025-10-13T02:12:52.520 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.34s ################################################################################ # Installation # Installing MonotoneDecomposition... Resolving package versions... Installed Conda ─────────── v1.10.2 Installed MonotoneSplines ─ v0.1.3 Installed Gurobi ────────── v0.11.5 Installed RCall ─────────── v0.13.18 Updating `~/.julia/environments/v1.13/Project.toml` [985e57c0] + MonotoneDecomposition v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [47edcb42] + ADTypes v1.18.0 [621f4979] + AbstractFFTs v1.5.0 [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.4.0 [dce04be8] + ArgCheck v2.5.0 [7d9fca2a] + Arpack v0.5.4 [4fba245c] + ArrayInterface v7.20.0 [a9b6321e] + Atomix v1.1.2 [13072b0f] + AxisAlgorithms v1.1.0 [fbb218c0] + BSON v0.3.9 [198e06fe] + BangBang v0.4.4 [9718e550] + Baselet v0.1.1 [6e4b80f9] + BenchmarkTools v1.6.0 [d1d4a3ce] + BitFlags v0.1.9 [fa961155] + CEnum v0.5.0 ⌅ [324d7699] + CategoricalArrays v0.10.8 [082447d4] + ChainRules v1.72.6 [d360d2e6] + ChainRulesCore v1.26.0 [aaaa29a8] + Clustering v0.15.8 [523fee87] + CodecBzip2 v0.8.5 [944b1d66] + CodecZlib v0.7.8 [35d6a980] + ColorSchemes v3.31.0 [3da002f7] + ColorTypes v0.12.1 [c3611d14] + ColorVectorSpace v0.11.0 [5ae59095] + Colors v0.13.1 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [f0e56b4a] + ConcurrentUtilities v2.5.0 [8f4d0f93] + Conda v1.10.2 [187b0558] + ConstructionBase v1.6.0 [6add18c4] + ContextVariablesX v0.1.3 [d38c429a] + Contour v0.6.3 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.8.0 ⌅ [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 [a0c0ee7d] + DifferentiationInterface v0.7.9 [b4f34e82] + Distances v0.10.12 ⌅ [31c24e10] + Distributions v0.25.102 [ffbed154] + DocStringExtensions v0.9.5 [e2685f51] + ECOS v1.1.3 [fdbdab4c] + ElasticArrays v1.2.12 [2904ab23] + ElasticPDMats v0.2.3 [4e289a0a] + EnumX v1.0.5 [460bff9d] + ExceptionUnwrapping v0.1.11 [c87230d0] + FFMPEG v0.4.4 [7a1cc6ca] + FFTW v1.10.0 [cc61a311] + FLoops v0.2.2 [b9860ae5] + FLoopsBase v0.1.1 ⌅ [442a2c76] + FastGaussQuadrature v0.4.9 [1a297f60] + FillArrays v1.14.0 [6a86dc24] + FiniteDiff v2.28.1 [53c48c17] + FixedPointNumbers v0.8.5 ⌅ [587475ba] + Flux v0.14.25 [1fa38f19] + Format v1.3.7 ⌅ [f6369f11] + ForwardDiff v0.10.39 ⌅ [d9f16b24] + Functors v0.4.12 [38e38edf] + GLM v1.9.0 [0c68f7d7] + GPUArrays v11.2.6 [46192b85] + GPUArraysCore v0.2.0 [28b8d3ca] + GR v0.73.17 [891a1506] + GaussianProcesses v0.12.5 [906ccaf3] + GoldfarbIdnaniSolver v1.1.3 [42e2da0e] + Grisu v1.0.2 ⌅ [2e9cd046] + Gurobi v0.11.5 [cd3eb016] + HTTP v1.10.19 [076d061b] + HashArrayMappedTries v0.2.0 [7869d1d1] + IRTools v0.4.15 [22cec73e] + InitialValues v0.3.1 [842dd82b] + InlineStrings v1.4.5 [a98d9a8b] + Interpolations v0.16.2 [3587e190] + InverseFunctions v0.1.17 [41ab1584] + InvertedIndices v1.3.1 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [82899510] + IteratorInterfaceExtensions v1.0.0 [1019f520] + JLFzf v0.1.11 [692b3bcd] + JLLWrappers v1.7.1 ⌅ [682c06a0] + JSON v0.21.4 [0f8b85d8] + JSON3 v1.14.3 [4076af6c] + JuMP v1.29.1 [b14d175d] + JuliaVariables v0.2.4 [63c18a36] + KernelAbstractions v0.9.38 [5ab0869b] + KernelDensity v0.6.10 [929cbde3] + LLVM v9.4.4 [b964fa9f] + LaTeXStrings v1.4.0 [7a882280] + LaTeXTables v0.1.7 [23fbe1c1] + Latexify v0.16.10 [d3d80556] + LineSearches v7.4.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [e6f89c97] + LoggingExtras v1.2.0 [c2834f40] + MLCore v1.0.0 ⌃ [7e8f7934] + MLDataDevices v1.5.3 [d8e11817] + MLStyle v0.4.17 [f1d291b0] + MLUtils v0.4.8 [1914dd2f] + MacroTools v0.5.16 [b8f27783] + MathOptInterface v1.45.0 [739be429] + MbedTLS v1.1.9 [442fdcdd] + Measures v0.3.2 [128add7d] + MicroCollections v0.2.0 [e1d29d7a] + Missings v1.2.0 [985e57c0] + MonotoneDecomposition v0.1.1 [92812004] + MonotoneSplines v0.1.3 [6f286f6a] + MultivariateStats v0.10.3 [d8a4904e] + MutableArithmetics v1.6.6 [d41bc354] + NLSolversBase v7.10.0 [872c559c] + NNlib v0.9.31 [77ba4419] + NaNMath 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Xorg_xcb_util_wm_jll v0.4.2+0 [35661453] + Xorg_xkbcomp_jll v1.4.7+0 [33bec58e] + Xorg_xkeyboard_config_jll v2.44.0+0 [c5fb5394] + Xorg_xtrans_jll v1.6.0+0 [35ca27e7] + eudev_jll v3.2.14+0 [214eeab7] + fzf_jll v0.61.1+0 [a4ae2306] + libaom_jll v3.13.1+0 [0ac62f75] + libass_jll v0.17.4+0 [1183f4f0] + libdecor_jll v0.2.2+0 [2db6ffa8] + libevdev_jll v1.13.4+0 [f638f0a6] + libfdk_aac_jll v2.0.4+0 [36db933b] + libinput_jll v1.28.1+0 [b53b4c65] + libpng_jll v1.6.50+0 [f27f6e37] + libvorbis_jll v1.3.8+0 [009596ad] + mtdev_jll v1.1.7+0 [1317d2d5] + oneTBB_jll v2022.0.0+0 [1270edf5] + x264_jll v10164.0.1+0 [dfaa095f] + x265_jll v4.1.0+0 [d8fb68d0] + xkbcommon_jll v1.9.2+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 [9abbd945] + Profile 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 v1.13.0 [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 v2025.9.9 [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 v17.6.0+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` Building Conda ──────────→ `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/b19db3927f0db4151cb86d073689f2428e524576/build.log` Building RCall ──────────→ `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/3084689b18f9e5e817a6ce9a83a7654d8ad0f2f6/build.log` Building Gurobi ─────────→ `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/82a44a86f4dc4fa4510c9d49b0a74d3d73914d5c/build.log` Building MonotoneSplines → `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/b4838ebcbbbcf7b2af0d810b3a2203f286106b24/build.log` Installation completed after 143.05s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 650.07s ################################################################################ # Testing # Testing MonotoneDecomposition Status `/tmp/jl_Wc0ZRu/Project.toml` [8bb1440f] DelimitedFiles v1.9.1 ⌅ [31c24e10] Distributions v0.25.102 [e2685f51] ECOS v1.1.3 [38e38edf] GLM v1.9.0 [891a1506] GaussianProcesses v0.12.5 [906ccaf3] GoldfarbIdnaniSolver v1.1.3 ⌅ [2e9cd046] Gurobi v0.11.5 [4076af6c] JuMP v1.29.1 [b964fa9f] LaTeXStrings v1.4.0 [7a882280] LaTeXTables v0.1.7 [985e57c0] MonotoneDecomposition v0.1.1 [92812004] MonotoneSplines v0.1.3 [91a5bcdd] Plots v1.41.1 [92933f4c] ProgressMeter v1.11.0 [1fd47b50] QuadGK v2.11.2 ⌅ [6f49c342] RCall v0.13.18 ⌃ [102930c3] SmoothingSplines v0.3.1 [10745b16] Statistics v1.11.1 ⌅ [2913bbd2] StatsBase v0.33.21 [f3b207a7] StatsPlots v0.15.8 [37e2e46d] LinearAlgebra v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [9e88b42a] Serialization v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_Wc0ZRu/Manifest.toml` 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Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Test Summary: | Pass Total Time confidence bands | 2 2 10.5s Test Summary: | Pass Total Time folds | 1 1 1.8s Test Summary: | Pass Total Time one standard rule in cross-validation | 2 2 2.0s ┌ Warning: the optimal is on the left boundary of λs └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:197 [ Info: μrange for compatible terms: [8.723157715401007e-20, 4.2563324798784985e-6] [ Info: s0 = 50.45256498024906, s_residual = 0.00010834329663163193, s_smoothness = 6.7288414534331e-11, s_discrepancy = [2.220446049250313e-16, 0.010834329663163193] [ Info: μrange: [8.723157715401007e-20, 0.1] [ Info: Smoothing Splines with fixed λ σ = 0.001, MDSS: | mean(yup) - mean(ydown) | = 0.007225043578547405 σ = 0.001, MDCS: | mean(yup) - mean(ydown) | = 0.007060318452026537 [ Info: μrange for compatible terms: [1.6236105113541087e-19, 0.0006262998547610992] [ Info: s0 = 36.98104554637838, s_residual = 0.004874538928793298, s_smoothness = 0.008565262594847935, s_discrepancy = [2.220446049250313e-16, 0.8565262594847936] [ Info: μrange: [1.6236105113541087e-19, 0.1] [ Info: Smoothing Splines with fixed λ σ = 0.01, MDSS: | mean(yup) - mean(ydown) | = 0.006399415867279351 σ = 0.01, MDCS: | mean(yup) - mean(ydown) | = 0.0050360120524291785 [ Info: μrange for compatible terms: [1.1974056504052884e-19, 0.03582402014036158] [ Info: s0 = 43.0625220012533, s_residual = 0.6643137516680804, s_smoothness = 0.6239741321859816, s_discrepancy = [2.220446049250313e-16, 66.43137516680804] [ Info: μrange: [1.1974056504052884e-19, 0.1] [ Info: Smoothing Splines with fixed λ σ = 0.1, MDSS: | mean(yup) - mean(ydown) | = 0.0069202460125856735 σ = 0.1, MDCS: | mean(yup) - mean(ydown) | = 0.00044581215338852787 Test Summary: | Total Time mean(yup) == mean(ydown) | 0 5m59.5s ┌ Warning: the optimal is on the left boundary of λs └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:197 [ Info: μrange for compatible terms: [8.723157715401007e-20, 4.2563324798784985e-6] [ Info: s0 = 50.45256498024906, s_residual = 0.00010834329663163193, s_smoothness = 6.7288414534331e-11, s_discrepancy = [2.220446049250313e-16, 0.010834329663163193] [ Info: μrange: [8.723157715401007e-20, 0.1] [ Info: Smoothing Splines with fixed λ Test Summary: | Total Time one se rule | 0 1m38.2s Test Summary: | Total Time gcv in ss | 0 13.1s Progress: 20%|████████▎ | ETA: 0:00:17 Progress: 40%|████████████████▍ | ETA: 0:00:07 Progress: 50%|████████████████████▌ | ETA: 0:00:05 Progress: 60%|████████████████████████▋ | ETA: 0:00:03 Progress: 70%|████████████████████████████▊ | ETA: 0:00:02 Progress: 80%|████████████████████████████████▊ | ETA: 0:00:01 Progress: 90%|████████████████████████████████████▉ | ETA: 0:00:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:05 Test Summary: | Total Time shrinkage on ss | 0 6.2s ┌ Warning: the proportion to the boundary 0.05 is better to be smaller than 1/nμ, otherwise the boundary solution is not detected └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:1483 divide the search region of μ: searching [0, 5.0] divide the search region of μ: searching [0, 2.5] divide the search region of μ: searching [0, 1.25] divide the search region of μ: searching [0, 0.625] divide the search region of μ: searching [0, 0.3125] divide the search region of μ: searching [0, 0.15625] divide the search region of μ: searching [0, 0.078125] divide the search region of μ: searching [0, 0.0390625] divide the search region of μ: searching [0, 0.01953125] divide the search region of μ: searching [0, 0.009765625] divide the search region of μ: searching [0, 0.0048828125] divide the search region of μ: searching [0, 0.00244140625] divide the search region of μ: searching [0, 0.001220703125] divide the search region of μ: searching [0, 0.0006103515625] divide the search region of μ: searching [0, 0.00030517578125] divide the search region of μ: searching [0, 0.000152587890625] divide the search region of μ: searching [0, 7.62939453125e-5] divide the search region of μ: searching [0, 3.814697265625e-5] divide the search region of μ: searching [0, 1.9073486328125e-5] divide the search region of μ: searching [0, 9.5367431640625e-6] divide the search region of μ: searching [0, 4.76837158203125e-6] divide the search region of μ: searching [0, 0.005] divide the search region of μ: searching [0, 0.0025] divide the search region of μ: searching [0, 0.00125] divide the search region of μ: searching [0, 0.000625] divide the search region of μ: searching [0, 0.0003125] divide the search region of μ: searching [0, 0.00015625] divide the search region of μ: searching [0, 7.8125e-5] divide the search region of μ: searching [0, 3.90625e-5] divide the search region of μ: searching [0, 1.953125e-5] divide the search region of μ: searching [0, 9.765625e-6] divide the search region of μ: searching [0, 4.8828125e-6] divide the search region of μ: searching [0, 2.44140625e-6] divide the search region of μ: searching [0, 1.220703125e-6] divide the search region of μ: searching [0, 6.103515625e-7] divide the search region of μ: searching [0, 3.0517578125e-7] divide the search region of μ: searching [0, 1.52587890625e-7] divide the search region of μ: searching [0, 7.62939453125e-8] divide the search region of μ: searching [0, 3.814697265625e-8] extend the search region of λ: searching [1-0.15000000000000002, 1+0.15000000000000002] * 0.00017868700016438648 extend the search region of λ: searching [1-0.2, 1+0.2] * 0.00017868700016438648 extend the search region of λ: searching [1-0.25, 1+0.25] * 0.00017868700016438648 extend the search region of λ: searching [1-0.3, 1+0.3] * 0.00017868700016438648 extend the search region of λ: searching [1-0.35, 1+0.35] * 0.00017868700016438648 extend the search region of λ: searching [1-0.39999999999999997, 1+0.39999999999999997] * 0.00017868700016438648 Test Summary: | Pass Total Time cross-validation for monotone decomposition with smoothing splines | 5 5 4m44.5s Test Summary: | Pass Total Time fix lambda in ss | 2 2 4.7s k = 0.1, ratio = [0.10526757733810349, 0.106990214315673, 0.11313625165227499, 0.2829600747623354, -0.9191507523885538, -0.18013497800490913, -0.05237295870803687, 0.07863864046602148, 0.09419472064176532, 0.09462457281573627] k = 0.2, ratio = [0.19899696257159513, 0.19876935328813017, 0.19663972225353862, 0.18217843595168196, -0.15963615186444952, 0.25864594910231575, 0.2156405015089698, 0.2037606675006567, 0.20131366566784584, 0.20095301672948002] k = 0.3, ratio = [0.29856247788501505, 0.2982084295351035, 0.2953437899853984, 0.2791928763120883, 0.836049831630676, 0.33176878209919874, 0.32740695631016553, 0.30404970179243046, 0.3016963798914353, 0.3015122118825548] k = 0.4, ratio = [0.39867541191636, 0.3976839268001242, 0.39513193068254215, 0.3833039578898531, 0.3348575561278433, 0.4300946619511802, 0.41848367981682916, 0.4047339190567731, 0.40274819073524853, 0.40199022149536084] k = 0.5, ratio = [0.5000667605957778, 0.500071092594889, 0.5000377540982158, 0.5001591844225584, 0.49950504471214213, 0.5021297379442828, 0.5005067440634933, 0.5000058237228105, 0.5000774282028198, 0.500071497776478] k = 0.6, ratio = [0.6002753566897164, 0.6003696695130892, 0.6007131120330195, 0.6062991506815578, 0.6087574069608113, 0.6651580316837343, 0.5866283716320997, 0.5994128121415125, 0.5996247750516598, 0.5997618982778093] k = 0.7, ratio = [0.7008233754075606, 0.7008735798079742, 0.7027590735867111, 0.7219310380531666, 4.2451819218343685, 0.6526642389220039, 0.6910967824530189, 0.6968240298351717, 0.6991426456351998, 0.699322920392852] k = 0.8, ratio = [0.7970943701833779, 0.7961196884535654, 0.786663007395863, 0.7685868184330081, 0.7413638482219029, 0.9341933276600857, 0.8573254232105121, 0.8093000963490662, 0.8051506077609765, 0.8036906266693085] k = 0.9, ratio = [0.8919251979156915, 0.890707873645174, 0.8765063427672787, 0.7573658271853058, -0.704465030160748, 1.1613900285559575, 1.0611446045411554, 0.9424232464863226, 0.9147922510012041, 0.909007779866618] k = 0.8663469560067959 k = 0.881197294228263 k = 0.8960476324497302 k = 0.9108979706711973 k = 0.9257483088926644 k = 0.9405986471141315 k = 0.9554489853355986 k = 0.9702993235570657 k = 0.9851496617785329 k = 1.0 Test Summary: | Pass Total Time verify proposition (y = x^3) | 20 20 37.6s Test Summary: | Total Time null space of B | 0 2.8s Test Summary: | Pass Total Time GI solver for MDCS | 6 6 6.9s k = 0.5, err = 0.05192082920138914 k = 0.55, err = 0.09706827086827328 k = 0.6, err = 0.06419868104350673 k = 0.65, err = 0.1019938048244953 k = 0.7, err = 0.07455958500519462 k = 0.75, err = 0.13786855477746593 k = 0.8, err = 0.07974643807750072 k = 0.85, err = 0.11262402433279702 k = 0.9, err = 0.05866802824158044 Test Summary: | Total Time verify proposition (y = x^2) | 0 6.0s Test Summary: | Total Time explore | 0 0.8s Test Summary: | Pass Total Time fda::bspl vs splines::bs | 1 1 0.1s [ Info: Benchmarking x^3 with 1 repetitions [ Info: μrange for compatible terms: [2.0097009814143023e-17, 6.675656625338241] [ Info: s0 = 3.3239492965169055, s_residual = 0.7375691964608844, s_smoothness = 0.06182269479001895, s_discrepancy = [2.220446049250313e-16, 73.75691964608843] [ Info: μrange: [2.0097009814143023e-17, 6.675656625338241] [ Info: Smoothing Splines with fixed λ [ Info: summarize result /tmp in tex format ┌ Warning: cannot parse nλ and nrep from resfolder, use default nλ=20, nrep=1 └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:723 ┌ Warning: `cdf(d::UnivariateDistribution, X::AbstractArray)` is deprecated, use `cdf.(d, X)` instead. │ caller = summary(; nλ::Int64, format::String, methodnames::Vector{String}, σs::Vector{Float64}, nrep::Int64, ind::UnitRange{Int64}, curves::Vector{String}, resfolder::String) at mono_decomp.jl:807 └ @ Core ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:807 noc = 1 [ Info: μrange for compatible terms: [7.931337413016156e-18, 67.22833192938535] [ Info: s0 = 5.291111332198, s_residual = 18.821149102207322, s_smoothness = 0.6732994796226296, s_discrepancy = [2.220446049250313e-16, 1882.114910220732] [ Info: μrange: [7.931337413016156e-18, 67.22833192938535] [ Info: Smoothing Splines with fixed λ [ Info: μrange for compatible terms: [7.931337413016156e-18, 67.22833192938535] [ Info: s0 = 5.291111332198, s_residual = 18.821149102207322, s_smoothness = 0.6732994796226296, s_discrepancy = [2.220446049250313e-16, 1882.114910220732] [ Info: μrange: [7.931337413016156e-18, 67.22833192938535] [ Info: Smoothing Splines with fixratio strategy [ Info: μrange for compatible terms: [7.931337413016156e-18, 67.22833192938535] [ Info: s0 = 5.291111332198, s_residual = 18.821149102207322, s_smoothness = 0.6732994796226296, s_discrepancy = [2.220446049250313e-16, 1882.114910220732] [ Info: μrange: [7.931337413016156e-18, 67.22833192938535] [ Info: Smoothing Splines with grid-search λ ∈ 8.891397050194613e-5:0.00017782794100389227:0.0002667419115058384, μ ∈ [7.931337413016156e-18, 67.22833192938535] ┌ Warning: the optimal is on the right boundary of λs └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:195 [ Info: μrange for compatible terms: [3.115725011054962e-17, 310.0450509636238] [ Info: s0 = 2.6695653239653554, s_residual = 22.09560555116802, s_smoothness = 0.00015151227302544548, s_discrepancy = [2.220446049250313e-16, 2209.560555116802] [ Info: μrange: [3.115725011054962e-17, 310.0450509636238] [ Info: Smoothing Splines with fixed λ ┌ Warning: the optimal is on the right boundary of λs └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:195 [ Info: μrange for compatible terms: [3.115725011054962e-17, 310.0450509636238] [ Info: s0 = 2.6695653239653554, s_residual = 22.09560555116802, s_smoothness = 0.00015151227302544548, s_discrepancy = [2.220446049250313e-16, 2209.560555116802] [ Info: μrange: [3.115725011054962e-17, 310.0450509636238] [ Info: Smoothing Splines with fixratio strategy ┌ Warning: the optimal is on the right boundary of λs └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:195 [ Info: μrange for compatible terms: [3.115725011054962e-17, 310.0450509636238] [ Info: s0 = 2.6695653239653554, s_residual = 22.09560555116802, s_smoothness = 0.00015151227302544548, s_discrepancy = [2.220446049250313e-16, 2209.560555116802] [ Info: μrange: [3.115725011054962e-17, 310.0450509636238] [ Info: Smoothing Splines with grid-search λ ∈ 50.0:100.0:150.0, μ ∈ [3.115725011054962e-17, 310.0450509636238] Test Summary: | Pass Total Time benchmarking experiments | 11 11 3m03.6s Test Summary: | Pass Total Time GP | 2 2 8.5s Test Summary: | Pass Total Time generate GP | 1 1 1.1s Test Summary: | Total Time Single Layer Multilayer Perceptrons | 0 0.7s [ Info: μrange for compatible terms: [2.6215320593967107e-18, 2.6215320593967104e-16] [ Info: s0 = 9.203277689516403, s_residual = 2.735286355335173e-29, s_smoothness = 1.0397345233291404e-22, s_discrepancy = [2.220446049250313e-16, 2.220446049250313e-14] [ Info: μrange: [2.6215320593967107e-18, 0.1] ┌ Warning: the optimal is on the left boundary of λs └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:197 [ Info: μrange for compatible terms: [6.4431508633527565e-19, 1.4385624545883711e-13] [ Info: s0 = 18.56397447498786, s_residual = 2.9608832758347855e-22, s_smoothness = 4.957590450130206e-13, s_discrepancy = [2.220446049250313e-16, 4.957590450130206e-11] [ Info: μrange: [6.4431508633527565e-19, 0.1] Test Summary: | Pass Total Time simple examples | 6 6 50.8s [ Info: μrange for compatible terms: [2.6215320593967107e-18, 2.6215320593967104e-16] [ Info: s0 = 9.203277689516403, s_residual = 2.735286355335173e-29, s_smoothness = 1.0397345233291404e-22, s_discrepancy = [2.220446049250313e-16, 2.220446049250313e-14] [ Info: μrange: [2.6215320593967107e-18, 0.1] Test Summary: | Pass Total Time both components are zero | 3 3 19.5s Test Summary: | Pass Total Time ghosal constant | 7 7 7.7s [ Info: μrange for compatible terms: [5.1637543252106136e-17, 8.812551419810239] [ Info: s0 = 2.0736589326438977, s_residual = 0.3789451192206897, s_smoothness = 0.03882354957712939, s_discrepancy = [2.220446049250313e-16, 37.89451192206897] [ Info: μrange: [5.1637543252106136e-17, 8.812551419810239] [ Info: μrange for compatible terms: [5.3757036923333533e-17, 11.908170889671535] [ Info: s0 = 2.0323684831655218, s_residual = 0.4918695768793702, s_smoothness = 0.01887124214467388, s_discrepancy = [2.220446049250313e-16, 49.186957687937024] [ Info: μrange: [5.3757036923333533e-17, 11.908170889671535] [ Info: μrange for compatible terms: [4.728537733553804e-17, 13.04834145394873] [ Info: s0 = 2.1669888824575745, s_residual = 0.6127293438962227, s_smoothness = 0.03827292743168448, s_discrepancy = [2.220446049250313e-16, 61.27293438962227] [ Info: μrange: [4.728537733553804e-17, 13.04834145394873] [ Info: μrange for compatible terms: [2.4946800284419726e-17, 4.94594652737689] [ Info: s0 = 2.9834082587194235, s_residual = 0.4402250910460909, s_smoothness = 0.07585275680550657, s_discrepancy = [2.220446049250313e-16, 44.02250910460909] [ Info: μrange: [2.4946800284419726e-17, 4.94594652737689] ┌ Warning: the optimal is on the right boundary of λs └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:195 [ Info: μrange for compatible terms: [3.0154202961582837e-13, 44523.77708575543] [ Info: s0 = 0.027136022202361637, s_residual = 0.32785693275899414, s_smoothness = 4.026673024935345e-6, s_discrepancy = [2.220446049250313e-16, 32.78569327589941] [ Info: μrange: [3.0154202961582837e-13, 44523.77708575543] ┌ Warning: due to error ErrorException("NUMERICAL_ERROR") in optimization, assign test statistic as Inf └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_test.jl:415 [ Info: μrange for compatible terms: [1.9154277433793023e-15, 290.2743984513883] [ Info: s0 = 0.3404765659278651, s_residual = 0.33649854110537525, s_smoothness = 0.01639422674550609, s_discrepancy = [2.220446049250313e-16, 33.649854110537525] [ Info: μrange: [1.9154277433793023e-15, 290.2743984513883] [ Info: μrange for compatible terms: [1.1830861386925348e-16, 28.351469490549583] [ Info: s0 = 1.3699727530189876, s_residual = 0.5321075647991517, s_smoothness = 0.04096482092164666, s_discrepancy = [2.220446049250313e-16, 53.21075647991517] [ Info: μrange: [1.1830861386925348e-16, 28.351469490549583] [ Info: μrange for compatible terms: [1.0744700389802817e-17, 1.7071684671728469] [ Info: s0 = 4.545932237589052, s_residual = 0.35279489802583747, s_smoothness = 0.08494392589649277, s_discrepancy = [2.220446049250313e-16, 35.27948980258375] [ Info: μrange: [1.0744700389802817e-17, 1.7071684671728469] [ Info: μrange for compatible terms: [5.263182188259914e-17, 8.733515893543714] [ Info: s0 = 2.053978583247251, s_residual = 0.36845201568626185, s_smoothness = 0.006631252152094525, s_discrepancy = [2.220446049250313e-16, 36.84520156862619] [ Info: μrange: [5.263182188259914e-17, 8.733515893543714] [ Info: μrange for compatible terms: [5.475644701693917e-17, 8.685543956525702] [ Info: s0 = 2.0137357610852136, s_residual = 0.3522102476424607, s_smoothness = 0.04772620121307444, s_discrepancy = [2.220446049250313e-16, 35.221024764246074] [ Info: μrange: [5.475644701693917e-17, 8.685543956525702] ┌ Warning: the optimal is on the right boundary of λs └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:195 [ Info: μrange for compatible terms: [1.3958241178420736e-16, 17.368382228342032] [ Info: s0 = 1.2612604098315865, s_residual = 0.27629237242592763, s_smoothness = 4.899161064485691e-6, s_discrepancy = [2.220446049250313e-16, 27.629237242592765] [ Info: μrange: [1.3958241178420736e-16, 17.368382228342032] [ Info: μrange for compatible terms: [2.0769138921001462e-17, 5.678685453138202] [ Info: s0 = 3.2697222837489126, s_residual = 0.607113021262797, s_smoothness = 0.022044527920496663, s_discrepancy = [2.220446049250313e-16, 60.7113021262797] [ Info: μrange: [2.0769138921001462e-17, 5.678685453138202] ┌ Warning: the optimal is on the right boundary of λs └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:195 [ Info: μrange for compatible terms: [7.991728552063096e-16, 124.66471862813901] [ Info: s0 = 0.5271081735967564, s_residual = 0.3463722274291877, s_smoothness = 5.8733109698752735e-6, s_discrepancy = [2.220446049250313e-16, 34.63722274291877] [ Info: μrange: [7.991728552063096e-16, 124.66471862813901] ┌ Warning: due to error ErrorException("ITERATION_LIMIT") in optimization, assign test statistic as Inf └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_test.jl:415 Test Summary: | Pass Total Time experiments | 3 3 2m21.4s Test Summary: | Pass Total Time demo plot data | 2 2 2.9s Testing MonotoneDecomposition tests passed Testing completed after 1358.61s PkgEval succeeded after 2204.41s