Package evaluation to test MonotoneDecomposition on Julia 1.13.0-DEV.1307 (5a5fc987d0*) started at 2025-10-17T02:05:47.604 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.54s ################################################################################ # Installation # Installing MonotoneDecomposition... Resolving package versions... Installed Conda ─────────── v1.10.2 Installed RCall ─────────── v0.13.18 Installed MonotoneSplines ─ v0.1.3 Installed Gurobi ────────── v0.11.5 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 v7.21.0 [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 v1.6.1 [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 v2.29.0 [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 154.1s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 776.37s ################################################################################ # Testing # Testing MonotoneDecomposition Status `/tmp/jl_GkBiHp/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_GkBiHp/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 8.6s 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: [2.0364520770998e-19, 7.150930036659032e-6] [ Info: s0 = 33.02045212857957, s_residual = 7.797018415958924e-5, s_smoothness = 3.623464580076823e-11, s_discrepancy = [2.220446049250313e-16, 0.007797018415958925] [ Info: μrange: [2.0364520770998e-19, 0.1] [ Info: Smoothing Splines with fixed λ σ = 0.001, MDSS: | mean(yup) - mean(ydown) | = 0.008947794618208549 σ = 0.001, MDCS: | mean(yup) - mean(ydown) | = 0.009268677849234935 [ Info: μrange for compatible terms: [1.4785140326618696e-19, 0.00019874007594688006] [ Info: s0 = 38.75318372921689, s_residual = 0.002984696842338856, s_smoothness = 0.0025589610764802056, s_discrepancy = [2.220446049250313e-16, 0.2984696842338856] [ Info: μrange: [1.4785140326618696e-19, 0.1] [ Info: Smoothing Splines with fixed λ σ = 0.01, MDSS: | mean(yup) - mean(ydown) | = 0.0017917466318455866 σ = 0.01, MDCS: | mean(yup) - mean(ydown) | = 0.0008739513212552806 [ Info: μrange for compatible terms: [2.1370368490576714e-19, 0.05841299665489676] [ Info: s0 = 32.23399300557013, s_residual = 0.6069287373515805, s_smoothness = 0.45914783597614184, s_discrepancy = [2.220446049250313e-16, 60.692873735158045] [ Info: μrange: [2.1370368490576714e-19, 0.1] [ Info: Smoothing Splines with fixed λ σ = 0.1, MDSS: | mean(yup) - mean(ydown) | = 0.08230919520842639 σ = 0.1, MDCS: | mean(yup) - mean(ydown) | = 0.00017007897537518746 Test Summary: | Total Time mean(yup) == mean(ydown) | 0 5m54.3s ┌ 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: [2.0364520770998e-19, 7.150930036659032e-6] [ Info: s0 = 33.02045212857957, s_residual = 7.797018415958924e-5, s_smoothness = 3.623464580076823e-11, s_discrepancy = [2.220446049250313e-16, 0.007797018415958925] [ Info: μrange: [2.0364520770998e-19, 0.1] [ Info: Smoothing Splines with fixed λ Test Summary: | Total Time one se rule | 0 1m37.3s Test Summary: | Total Time gcv in ss | 0 12.1s Progress: 20%|████████▎ | ETA: 0:00:16 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 5.8s ┌ 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, 0.005] 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] extend the search region of λ: searching [1-0.15000000000000002, 1+0.15000000000000002] * 0.00034107545664269326 extend the search region of λ: searching [1-0.2, 1+0.2] * 0.00034107545664269326 extend the search region of λ: searching [1-0.25, 1+0.25] * 0.00034107545664269326 extend the search region of λ: searching [1-0.3, 1+0.3] * 0.00034107545664269326 extend the search region of λ: searching [1-0.35, 1+0.35] * 0.00034107545664269326 extend the search region of λ: searching [1-0.39999999999999997, 1+0.39999999999999997] * 0.00034107545664269326 extend the search region of λ: searching [1-0.44999999999999996, 1+0.44999999999999996] * 0.00034107545664269326 extend the search region of λ: searching [1-0.49999999999999994, 1+0.49999999999999994] * 0.00034107545664269326 extend the search region of λ: searching [1-0.15000000000000002, 1+0.15000000000000002] * 0.00030696791097842394 extend the search region of λ: searching [1-0.2, 1+0.2] * 0.00030696791097842394 extend the search region of λ: searching [1-0.25, 1+0.25] * 0.00030696791097842394 extend the search region of λ: searching [1-0.3, 1+0.3] * 0.00030696791097842394 extend the search region of λ: searching [1-0.35, 1+0.35] * 0.00030696791097842394 extend the search region of λ: searching [1-0.39999999999999997, 1+0.39999999999999997] * 0.00030696791097842394 extend the search region of λ: searching [1-0.44999999999999996, 1+0.44999999999999996] * 0.00030696791097842394 extend the search region of λ: searching [1-0.49999999999999994, 1+0.49999999999999994] * 0.00030696791097842394 extend the search region of λ: searching [1-0.5499999999999999, 1+0.5499999999999999] * 0.00030696791097842394 extend the search region of λ: searching [1-0.6, 1+0.6] * 0.00030696791097842394 extend the search region of λ: searching [1-0.65, 1+0.65] * 0.00030696791097842394 Test Summary: | Pass Total Time cross-validation for monotone decomposition with smoothing splines | 5 5 3m59.5s Test Summary: | Pass Total Time fix lambda in ss | 2 2 4.3s k = 0.1, ratio = [0.10528976756404756, 0.10802007667223132, 0.11435161568478233, 0.21361743805896846, 0.21446388787329843, -0.10908310511288317, 0.024946449370283695, 0.0764740320647001, 0.09290453776870704, 0.09492357329395702] k = 0.2, ratio = [0.19632099457665875, 0.19562643861038742, 0.18406292466416793, 0.15200521098614844, 0.02379886108588492, -0.012446340596583467, 0.23129046745210038, 0.21051803964438737, 0.20456179307493946, 0.20399232090574912] k = 0.3, ratio = [0.29765939577699724, 0.297595870788169, 0.2892460396927308, 0.2819040995232635, 0.40719508246583563, 0.35309734245095115, 0.3386735659976027, 0.3073520582750168, 0.30249118783966594, 0.30240332178244966] k = 0.4, ratio = [0.3997173113485982, 0.3996710641525088, 0.3989028392709817, 0.39760204537066063, 0.3851724227316303, 0.4134026225429115, 0.4035000062933298, 0.4010396566801653, 0.4003741430643361, 0.40027634280418795] k = 0.5, ratio = [0.5008601618410246, 0.5008532610753453, 0.5008096538901121, 0.5007337269989853, 0.507862525375349, 0.5044351962034386, 0.5032566950694675, 0.5009366247030093, 0.5009165011062233, 0.5009011161394243] k = 0.6, ratio = [0.5993473444636769, 0.598253736272733, 0.5975436420046658, 0.577880523716446, 0.5058954446144923, 0.6616499239964915, 0.6540055007116946, 0.6045567396892129, 0.6015312942183544, 0.6012842186638112] k = 0.7, ratio = [0.7044977163295899, 0.7064233988790845, 0.709268975038277, 0.4151107104440252, 0.5189793426047087, 0.6454154088668214, 0.6579448088145737, 0.6880170886635832, 0.6961580132924671, 0.6966675584228071] k = 0.8, ratio = [0.809324085383272, 0.8108200569447301, 0.8273217152609519, 1.0761185456156213, 1.711878842843837, 0.6172281480193013, 0.689615437984435, 0.7814664566327958, 0.7922979353028459, 0.793969969161627] k = 0.9, ratio = [0.9008321751928965, 0.9010542255472764, 0.9041791807628169, 0.9058275519159406, 0.937329622402209, 0.721762064275551, 0.8902196310398253, 0.897517163303889, 0.8988412830764859, 0.899207666533709] k = 0.8432332737512386 k = 0.8606517988899899 k = 0.8780703240287411 k = 0.8954888491674924 k = 0.9129073743062437 k = 0.9303258994449949 k = 0.9477444245837462 k = 0.9651629497224975 k = 0.9825814748612487 k = 1.0 Test Summary: | Pass Total Time verify proposition (y = x^3) | 20 20 36.4s Test Summary: | Total Time null space of B | 0 2.7s Test Summary: | Pass Total Time GI solver for MDCS | 6 6 6.7s k = 0.5, err = 0.03723204068992764 k = 0.55, err = 0.07287904418627326 k = 0.6, err = 0.07492966016155417 k = 0.65, err = 0.03595792858930918 k = 0.7, err = 0.08815974153919502 k = 0.75, err = 0.05625364076831372 k = 0.8, err = 0.10274385645509262 k = 0.85, err = 0.09707771791963783 k = 0.9, err = 0.036298672205999374 Test Summary: | Total Time verify proposition (y = x^2) | 0 5.9s 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: [2.0217096259507414e-17, 9.967239599304314] [ Info: s0 = 3.3140627194204066, s_residual = 1.0947030921811407, s_smoothness = 0.0703377349037728, s_discrepancy = [2.220446049250313e-16, 109.47030921811407] [ Info: μrange: [2.0217096259507414e-17, 9.967239599304314] [ 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 2m56.0s Test Summary: | Pass Total Time GP | 2 2 7.2s Test Summary: | Pass Total Time generate GP | 1 1 1.2s Test Summary: | Total Time Single Layer Multilayer Perceptrons | 0 0.7s [ Info: μrange for compatible terms: [4.172824441992573e-18, 7.286476544092014e-15] [ Info: s0 = 7.294660024728693, s_residual = 5.547070948987962e-29, s_smoothness = 3.877284625844076e-15, s_discrepancy = [2.220446049250313e-16, 3.8772846258440764e-13] [ Info: μrange: [4.172824441992573e-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: [1.7530855044514805e-18, 1.1255671159060911e-13] [ Info: s0 = 11.254301959750546, s_residual = 6.5855699870323145e-24, s_smoothness = 1.4256355718723134e-13, s_discrepancy = [2.220446049250313e-16, 1.4256355718723134e-11] [ Info: μrange: [1.7530855044514805e-18, 0.1] Test Summary: | Pass Total Time simple examples | 6 6 47.5s [ Info: μrange for compatible terms: [4.172824441992573e-18, 7.286476544092014e-15] [ Info: s0 = 7.294660024728693, s_residual = 5.547070948987962e-29, s_smoothness = 3.877284625844076e-15, s_discrepancy = [2.220446049250313e-16, 3.8772846258440764e-13] [ Info: μrange: [4.172824441992573e-18, 0.1] Test Summary: | Pass Total Time both components are zero | 3 3 18.0s Test Summary: | Pass Total Time ghosal constant | 7 7 7.4s ┌ 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: [4.9826599243467153e-17, 10.232721458495423] [ Info: s0 = 2.1110061052846705, s_residual = 0.4560055528689142, s_smoothness = 9.521825362936707e-6, s_discrepancy = [2.220446049250313e-16, 45.60055528689142] [ Info: μrange: [4.9826599243467153e-17, 10.232721458495423] ┌ 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: [4.345584977699855e-17, 7.845217926816224] [ Info: s0 = 2.2604556429142115, s_residual = 0.4008639398492966, s_smoothness = 0.0384241652223061, s_discrepancy = [2.220446049250313e-16, 40.08639398492966] [ Info: μrange: [4.345584977699855e-17, 7.845217926816224] [ Info: μrange for compatible terms: [4.7663469367965904e-17, 8.016271025547521] [ Info: s0 = 2.158376914618886, s_residual = 0.37344527296117747, s_smoothness = 0.025884348253751733, s_discrepancy = [2.220446049250313e-16, 37.34452729611775] [ Info: μrange: [4.7663469367965904e-17, 8.016271025547521] [ Info: μrange for compatible terms: [1.5062017846716914e-17, 1.1027297566990812] [ Info: s0 = 3.839534142208062, s_residual = 0.16256466806583603, s_smoothness = 0.036339391510735335, s_discrepancy = [2.220446049250313e-16, 16.256466806583603] [ Info: μrange: [1.5062017846716914e-17, 1.1027297566990812] [ Info: μrange for compatible terms: [3.848912519726312e-15, 862.9414992948015] [ Info: s0 = 0.24018788203254413, s_residual = 0.49783283798290506, s_smoothness = 0.011991937323188184, s_discrepancy = [2.220446049250313e-16, 49.783283798290505] [ Info: μrange: [3.848912519726312e-15, 862.9414992948015] [ Info: μrange for compatible terms: [3.9133922846262927e-16, 105.86042107419749] [ Info: s0 = 0.7532574236535771, s_residual = 0.600648584783069, s_smoothness = 0.03651794708200702, s_discrepancy = [2.220446049250313e-16, 60.0648584783069] [ Info: μrange: [3.9133922846262927e-16, 105.86042107419749] [ Info: μrange for compatible terms: [8.642818234223767e-17, 17.881701078577926] [ Info: s0 = 1.6028483075780071, s_residual = 0.45940284103833695, s_smoothness = 0.029085388981912708, s_discrepancy = [2.220446049250313e-16, 45.9402841038337] [ Info: μrange: [8.642818234223767e-17, 17.881701078577926] [ Info: μrange for compatible terms: [7.35516504675692e-18, 0.9962764255820772] [ Info: s0 = 5.494445898915609, s_residual = 0.30076524987299263, s_smoothness = 0.1201619104597637, s_discrepancy = [2.220446049250313e-16, 30.076524987299262] [ Info: μrange: [7.35516504675692e-18, 0.9962764255820772] ┌ 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: [5.041317888297961e-17, 9.363562142619262] [ Info: s0 = 2.0986889265155955, s_residual = 0.41241764608318016, s_smoothness = 1.243700156652438e-6, s_discrepancy = [2.220446049250313e-16, 41.241764608318014] [ Info: μrange: [5.041317888297961e-17, 9.363562142619262] [ Info: μrange for compatible terms: [6.054050910357806e-17, 13.239690806144655] [ Info: s0 = 1.9151247917633318, s_residual = 0.4855925326545051, s_smoothness = 0.03774092222961198, s_discrepancy = [2.220446049250313e-16, 48.55925326545051] [ Info: μrange: [6.054050910357806e-17, 13.239690806144655] [ Info: μrange for compatible terms: [1.025221354600687e-16, 17.860810903476057] [ Info: s0 = 1.4716728940584358, s_residual = 0.38683321244783364, s_smoothness = 0.01905945127030689, s_discrepancy = [2.220446049250313e-16, 38.683321244783365] [ Info: μrange: [1.025221354600687e-16, 17.860810903476057] [ Info: μrange for compatible terms: [1.9020477131145317e-17, 2.8004051556289307] [ Info: s0 = 3.4167201522361244, s_residual = 0.32691864253681013, s_smoothness = 0.03228637405640405, s_discrepancy = [2.220446049250313e-16, 32.69186425368101] [ Info: μrange: [1.9020477131145317e-17, 2.8004051556289307] ┌ 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: [1.5710565263792515e-15, 353.4759849509362] [ Info: s0 = 0.37594490823126603, s_residual = 0.499583777611132, s_smoothness = 3.4069755671501355e-6, s_discrepancy = [2.220446049250313e-16, 49.9583777611132] [ Info: μrange: [1.5710565263792515e-15, 353.4759849509362] ┌ 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 2m09.6s Test Summary: | Pass Total Time demo plot data | 2 2 2.9s Testing MonotoneDecomposition tests passed Testing completed after 1271.72s PkgEval succeeded after 2254.74s