Package evaluation of MonotoneDecomposition on Julia 1.10.9 (96dc2d8c45*) started at 2025-06-07T02:55:32.222 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.24s ################################################################################ # Installation # Installing MonotoneDecomposition... Resolving package versions... Installed FFMPEG ────────── v0.2.4 Installed Conda ─────────── v1.10.2 Installed MonotoneSplines ─ v0.1.2 Installed RCall ─────────── v0.13.18 Installed Gurobi ────────── v0.11.5 Updating `~/.julia/environments/v1.10/Project.toml` [985e57c0] + MonotoneDecomposition v0.1.1 Updating `~/.julia/environments/v1.10/Manifest.toml` [47edcb42] + ADTypes v1.14.0 [621f4979] + AbstractFFTs v1.5.0 [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.3.0 [dce04be8] + ArgCheck v2.5.0 [7d9fca2a] + Arpack v0.5.4 [4fba245c] + ArrayInterface v7.19.0 [a9b6321e] + Atomix v1.1.1 [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 [b99e7846] + BinaryProvider v0.5.10 [d1d4a3ce] + BitFlags v0.1.9 [fa961155] + CEnum v0.5.0 [324d7699] + CategoricalArrays v0.10.8 [082447d4] + ChainRules v1.72.4 [d360d2e6] + ChainRulesCore v1.25.1 [aaaa29a8] + Clustering v0.15.8 [523fee87] + CodecBzip2 v0.8.5 [944b1d66] + CodecZlib 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Xorg_xcb_util_jll v0.4.0+1 [975044d2] + Xorg_xcb_util_keysyms_jll v0.4.0+1 [0d47668e] + Xorg_xcb_util_renderutil_jll v0.3.9+1 [c22f9ab0] + Xorg_xcb_util_wm_jll v0.4.1+1 [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 [3161d3a3] + Zstd_jll v1.5.7+1 [35ca27e7] + eudev_jll v3.2.9+0 [214eeab7] + fzf_jll v0.61.1+0 [1a1c6b14] + gperf_jll v3.3.0+0 [a4ae2306] + libaom_jll v3.11.0+0 [0ac62f75] + libass_jll v0.15.2+0 [1183f4f0] + libdecor_jll v0.2.2+0 [2db6ffa8] + libevdev_jll v1.11.0+0 [f638f0a6] + libfdk_aac_jll v2.0.3+0 [36db933b] + libinput_jll v1.18.0+0 [b53b4c65] + libpng_jll v1.6.48+0 [f27f6e37] + libvorbis_jll v1.3.7+2 [009596ad] + mtdev_jll v1.1.6+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 v1.8.1+0 [0dad84c5] + ArgTools v1.1.1 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching [9fa8497b] + Future [b77e0a4c] + InteractiveUtils [4af54fe1] + LazyArtifacts [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [56ddb016] + Logging [d6f4376e] + Markdown [a63ad114] + Mmap [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.10.0 [de0858da] + Printf [9abbd945] + Profile [3fa0cd96] + REPL [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [1a1011a3] + SharedArrays [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] + LibCURL_jll v8.4.0+0 [e37daf67] + LibGit2_jll v1.6.4+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.2+1 [14a3606d] + MozillaCACerts_jll v2023.1.10 [4536629a] + OpenBLAS_jll v0.3.23+4 [05823500] + OpenLibm_jll v0.8.5+0 [efcefdf7] + PCRE2_jll v10.42.0+1 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.52.0+1 [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. To see why use `status --outdated -m` Building FFMPEG ─────────→ `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/9143266ba77d3313a4cf61d8333a1970e8c5d8b6/build.log` Building Gurobi ─────────→ `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/82a44a86f4dc4fa4510c9d49b0a74d3d73914d5c/build.log` 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 MonotoneSplines → `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/84c7a4e8790a59a80171a3215537fb416904a9aa/build.log` Installation completed after 172.2s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 1121.81s ################################################################################ # Testing # Testing MonotoneDecomposition Status `/tmp/jl_odPGeS/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 v1.26.0 [b964fa9f] LaTeXStrings v1.4.0 [7a882280] LaTeXTables v0.1.7 [985e57c0] MonotoneDecomposition v0.1.1 [92812004] MonotoneSplines v0.1.2 ⌃ [91a5bcdd] Plots v1.40.1 [92933f4c] ProgressMeter v1.10.4 [1fd47b50] QuadGK v2.11.2 ⌅ [6f49c342] RCall v0.13.18 ⌃ [102930c3] SmoothingSplines v0.3.1 ⌅ [2913bbd2] StatsBase v0.33.21 [f3b207a7] StatsPlots v0.15.7 [37e2e46d] LinearAlgebra [de0858da] Printf [9a3f8284] Random [9e88b42a] Serialization [10745b16] Statistics v1.10.0 [8dfed614] Test Status `/tmp/jl_odPGeS/Manifest.toml` [47edcb42] ADTypes v1.14.0 [621f4979] 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[efcefdf7] PCRE2_jll v10.42.0+1 [bea87d4a] SuiteSparse_jll v7.2.1+1 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.52.0+1 [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 confidence bands | 2 2 4.9s Test Summary: | Pass Total Time folds | 1 1 1.2s Test Summary: | Pass Total Time one standard rule in cross-validation | 2 2 1.9s ┌ 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: [1.4545474336317616e-19, 5.057828261315111e-6] [ Info: s0 = 39.07114768977349, s_residual = 7.721050906248345e-5, s_smoothness = 4.87497948901309e-11, s_discrepancy = [2.220446049250313e-16, 0.007721050906248346] [ Info: μrange: [1.4545474336317616e-19, 0.1] [ Info: Smoothing Splines with fixed λ σ = 0.001, MDSS: | mean(yup) - mean(ydown) | = 0.005759209393760595 σ = 0.001, MDCS: | mean(yup) - mean(ydown) | = 0.0059286428677935155 [ Info: μrange for compatible terms: [1.2280705059613355e-19, 0.0017425507233176437] [ Info: s0 = 42.5214888100233, s_residual = 0.002865150237927474, s_smoothness = 0.031506659026715164, s_discrepancy = [2.220446049250313e-16, 3.1506659026715162] [ Info: μrange: [1.2280705059613355e-19, 0.1] [ Info: Smoothing Splines with fixed λ σ = 0.01, MDSS: | mean(yup) - mean(ydown) | = 0.007900469944441907 σ = 0.01, MDCS: | mean(yup) - mean(ydown) | = 0.00788823906918705 [ Info: μrange for compatible terms: [1.9881617036045565e-19, 0.052737571606395584] [ Info: s0 = 33.41906235936608, s_residual = 0.5889909875447829, s_smoothness = 0.36949109380109396, s_discrepancy = [2.220446049250313e-16, 58.89909875447829] [ Info: μrange: [1.9881617036045565e-19, 0.1] [ Info: Smoothing Splines with fixed λ σ = 0.1, MDSS: | mean(yup) - mean(ydown) | = 0.04728950544057729 σ = 0.1, MDCS: | mean(yup) - mean(ydown) | = 0.005772077303778577 Test Summary: | Time mean(yup) == mean(ydown) | None 4m41.7s ┌ 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: [1.4545474336317616e-19, 5.057828261315111e-6] [ Info: s0 = 39.07114768977349, s_residual = 7.721050906248345e-5, s_smoothness = 4.87497948901309e-11, s_discrepancy = [2.220446049250313e-16, 0.007721050906248346] [ Info: μrange: [1.4545474336317616e-19, 0.1] [ Info: Smoothing Splines with fixed λ Test Summary: | Time one se rule | None 1m17.6s Test Summary: | Time gcv in ss | None 10.3s Progress: 20%|████████▎ | ETA: 0:00:18 Progress: 100%|█████████████████████████████████████████| Time: 0:00:06 Test Summary: |Time shrinkage on ss | None 7.2s ┌ 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] extend the search region of λ: searching [1-0.15000000000000002, 1+0.15000000000000002] * 0.0002819993982435632 extend the search region of λ: searching [1-0.2, 1+0.2] * 0.0002819993982435632 extend the search region of λ: searching [1-0.25, 1+0.25] * 0.0002819993982435632 extend the search region of λ: searching [1-0.3, 1+0.3] * 0.0002819993982435632 extend the search region of λ: searching [1-0.35, 1+0.35] * 0.0002819993982435632 extend the search region of λ: searching [1-0.39999999999999997, 1+0.39999999999999997] * 0.0002819993982435632 extend the search region of λ: searching [1-0.15000000000000002, 1+0.15000000000000002] * 0.00025379945841920686 extend the search region of λ: searching [1-0.2, 1+0.2] * 0.00025379945841920686 extend the search region of λ: searching [1-0.25, 1+0.25] * 0.00025379945841920686 extend the search region of λ: searching [1-0.3, 1+0.3] * 0.00025379945841920686 extend the search region of λ: searching [1-0.35, 1+0.35] * 0.00025379945841920686 extend the search region of λ: searching [1-0.39999999999999997, 1+0.39999999999999997] * 0.00025379945841920686 extend the search region of λ: searching [1-0.44999999999999996, 1+0.44999999999999996] * 0.00025379945841920686 extend the search region of λ: searching [1-0.49999999999999994, 1+0.49999999999999994] * 0.00025379945841920686 extend the search region of λ: searching [1-0.5499999999999999, 1+0.5499999999999999] * 0.00025379945841920686 extend the search region of λ: searching [1-0.6, 1+0.6] * 0.00025379945841920686 Test Summary: | Pass Total Time cross-validation for monotone decomposition with smoothing splines | 5 5 2m48.9s Test Summary: | Pass Total Time fix lambda in ss | 2 2 17.7s k = 0.1, ratio = [0.10215801630342729, 0.10230750321282926, 0.10805788483279286, 0.14085102680259337, 0.18110137273785504, -0.24785704403049508, 0.06881615496353588, 0.0923163015326702, 0.09684941280509522, 0.09831974223114642] k = 0.2, ratio = [0.20331379074852043, 0.20395761494447603, 0.21137696882424384, 0.288808984160403, 0.2894826988599794, 0.3615917723562883, 0.12669452189352795, 0.1906600085294832, 0.19589062108416838, 0.19653760629175934] k = 0.3, ratio = [0.30193505121216635, 0.3031395622822236, 0.3038320839606452, 0.3331387614950035, 0.37848193850307266, -5.482875401946488, 0.2685911934851533, 0.29226273963308436, 0.297881980714564, 0.29834902632941623] k = 0.4, ratio = [0.40002259503766957, 0.40002196480519286, 0.40007427286513053, 0.40019430303500186, 0.4012837871147381, 0.3981162531735288, 0.3996063984254357, 0.39994486628663667, 0.39997337698912916, 0.3999822672101721] k = 0.5, ratio = [0.5000029383007321, 0.500010830092325, 0.49999202674138, 0.5000018095751068, 0.5005610526924952, 0.5000497892717081, 0.5000200215144577, 0.499994181411303, 0.5000086254637013, 0.5000042110699747] k = 0.6, ratio = [0.600348627840095, 0.6004343419519814, 0.6010861606111795, 0.6065919653318975, 0.6119094623334722, 0.5923009820557605, 0.5961041692380423, 0.5982279455437058, 0.5996308142035969, 0.599704263403317] k = 0.7, ratio = [0.7021256306815972, 0.7032367517390967, 0.7058952698929536, 0.7330664894766565, 0.7919552601345758, 0.6670207270209197, 0.6700976451569558, 0.6940629751774279, 0.6973145828565628, 0.6984870050020066] k = 0.8, ratio = [0.7988000560010664, 0.7985821860681187, 0.7958903880050958, 0.7665613051710415, 0.7588216763377229, 0.8288348487742747, 0.8184348656217767, 0.8038439695760734, 0.8017157308568598, 0.8013473340117835] k = 0.9, ratio = [0.8917311811287121, 0.890483321492961, 0.8655660904889094, 0.7942536287629229, 0.7413324053596156, -0.19566037776363784, 1.056235307610985, 0.9477341930860875, 0.9138416061294529, 0.9115994593273921] k = 0.8618334221144834 k = 0.877185264101763 k = 0.8925371060890427 k = 0.9078889480763223 k = 0.9232407900636019 k = 0.9385926320508815 k = 0.9539444740381612 k = 0.9692963160254408 k = 0.9846481580127204 k = 1.0 Test Summary: | Pass Total Time verify proposition (y = x^3) | 20 20 26.2s Test Summary: |Time null space of B | None 2.0s Test Summary: | Pass Total Time GI solver for MDCS | 6 6 4.7s k = 0.5, err = 0.10969898883704271 k = 0.55, err = 0.14293810483000927 k = 0.6, err = 0.07269099494320667 k = 0.65, err = 0.08154050648019992 k = 0.7, err = 0.03497271042909395 k = 0.75, err = 0.11017851789132731 k = 0.8, err = 0.07867827233054109 k = 0.85, err = 0.05725241005370415 k = 0.9, err = 0.04056746762512103 Test Summary: |Time verify proposition (y = x^2) | None 4.1s Test Summary: |Time explore | None 0.5s Test Summary: | Pass Total Time fda::bspl vs splines::bs | 1 1 0.0s [ Info: Benchmarking x^3 with 1 repetitions [ Info: μrange for compatible terms: [2.3659792377107346e-17, 8.951815242909369] [ Info: s0 = 3.0634771696070806, s_residual = 0.8401182255922657, s_smoothness = 0.08807518841901942, s_discrepancy = [2.220446049250313e-16, 84.01182255922657] [ Info: μrange: [2.3659792377107346e-17, 8.951815242909369] [ 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 └ @ MonotoneDecomposition ~/.julia/packages/MonotoneDecomposition/poKp3/src/mono_decomp.jl:807 noc = 1 [ Info: μrange for compatible terms: [1.274011869202865e-17, 112.612177864448] [ Info: s0 = 4.174777899213702, s_residual = 19.626918043788724, s_smoothness = 0.6218233730514996, s_discrepancy = [2.220446049250313e-16, 1962.6918043788723] [ Info: μrange: [1.274011869202865e-17, 112.612177864448] [ Info: Smoothing Splines with fixed λ [ Info: μrange for compatible terms: [1.274011869202865e-17, 112.612177864448] [ Info: s0 = 4.174777899213702, s_residual = 19.626918043788724, s_smoothness = 0.6218233730514996, s_discrepancy = [2.220446049250313e-16, 1962.6918043788723] [ Info: μrange: [1.274011869202865e-17, 112.612177864448] [ Info: Smoothing Splines with fixratio strategy [ Info: μrange for compatible terms: [1.274011869202865e-17, 112.612177864448] [ Info: s0 = 4.174777899213702, s_residual = 19.626918043788724, s_smoothness = 0.6218233730514996, s_discrepancy = [2.220446049250313e-16, 1962.6918043788723] [ Info: μrange: [1.274011869202865e-17, 112.612177864448] [ Info: Smoothing Splines with grid-search λ ∈ 0.00028117066259517455:0.0005623413251903491:0.0008435119877855236, μ ∈ [1.274011869202865e-17, 112.612177864448] ┌ 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 2m07.6s Test Summary: | Pass Total Time GP | 2 2 12.5s Test Summary: | Pass Total Time generate GP | 1 1 0.9s Test Summary: |Time Single Layer Multilayer Perceptrons | None 0.5s [ Info: μrange for compatible terms: [4.0911199776413146e-18, 5.218338321730311e-14] [ Info: s0 = 7.3671413874980844, s_residual = 3.6161501377057783e-29, s_smoothness = 2.8322412379648528e-14, s_discrepancy = [2.220446049250313e-16, 2.832241237964853e-12] [ Info: μrange: [4.0911199776413146e-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: [1.3165143512199213e-18, 1.5355786756838328e-13] [ Info: s0 = 12.986954348076347, s_residual = 4.181918690572846e-24, s_smoothness = 2.5899220928170616e-13, s_discrepancy = [2.220446049250313e-16, 2.5899220928170617e-11] [ Info: μrange: [1.3165143512199213e-18, 0.1] Test Summary: | Pass Total Time simple examples | 6 6 44.0s [ Info: μrange for compatible terms: [4.0911199776413146e-18, 5.218338321730311e-14] [ Info: s0 = 7.3671413874980844, s_residual = 3.6161501377057783e-29, s_smoothness = 2.8322412379648528e-14, s_discrepancy = [2.220446049250313e-16, 2.832241237964853e-12] [ Info: μrange: [4.0911199776413146e-18, 0.1] Test Summary: | Pass Total Time both components are zero | 3 3 18.4s Test Summary: | Pass Total Time ghosal constant | 7 7 4.0s ┌ 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: [5.153114447222221e-17, 7.973776286212066] [ Info: s0 = 2.0757986193446016, s_residual = 0.3435852285770492, s_smoothness = 5.951034573719455e-6, s_discrepancy = [2.220446049250313e-16, 34.35852285770492] [ Info: μrange: [5.153114447222221e-17, 7.973776286212066] [ Info: μrange for compatible terms: [4.8693263201123524e-17, 10.778455471130655] [ Info: s0 = 2.1354316376349103, s_residual = 0.49150492890647485, s_smoothness = 0.0428309860138095, s_discrepancy = [2.220446049250313e-16, 49.150492890647485] [ Info: μrange: [4.8693263201123524e-17, 10.778455471130655] [ Info: μrange for compatible terms: [4.219050394337526e-17, 11.173971739707227] [ Info: s0 = 2.294102173226999, s_residual = 0.5880754929395293, s_smoothness = 0.05745781683752564, s_discrepancy = [2.220446049250313e-16, 58.80754929395293] [ Info: μrange: [4.219050394337526e-17, 11.173971739707227] [ Info: μrange for compatible terms: [3.131279546583426e-17, 5.246527361804247] [ Info: s0 = 2.6629265771448787, s_residual = 0.37204059169718506, s_smoothness = 0.04660148182955225, s_discrepancy = [2.220446049250313e-16, 37.204059169718505] [ Info: μrange: [3.131279546583426e-17, 5.246527361804247] ┌ 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: [4.3591073067355394e-13, 115252.78501198409] [ Info: s0 = 0.022569468549054318, s_residual = 0.5870756857706362, s_smoothness = 3.7592719831803463e-6, s_discrepancy = [2.220446049250313e-16, 58.70756857706362] [ Info: μrange: [4.3591073067355394e-13, 115252.78501198409] ┌ 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: [5.0358104131548e-16, 128.75004922056573] [ Info: s0 = 0.6640265235585707, s_residual = 0.5676991679150424, s_smoothness = 0.032787267747061324, s_discrepancy = [2.220446049250313e-16, 56.76991679150424] [ Info: μrange: [5.0358104131548e-16, 128.75004922056573] [ Info: μrange for compatible terms: [7.949277807377686e-17, 16.966234786441117] [ Info: s0 = 1.6713071662619239, s_residual = 0.4739123466944713, s_smoothness = 0.024607914164336518, s_discrepancy = [2.220446049250313e-16, 47.39123466944713] [ Info: μrange: [7.949277807377686e-17, 16.966234786441117] [ Info: μrange for compatible terms: [7.879480693929543e-18, 0.9468992071636634] [ Info: s0 = 5.3084938047720565, s_residual = 0.26683720479252315, s_smoothness = 0.06669556306713448, s_discrepancy = [2.220446049250313e-16, 26.683720479252315] [ Info: μrange: [7.879480693929543e-18, 0.9468992071636634] ┌ 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: [8.54949007353504e-17, 19.54316475050976] [ Info: s0 = 1.6115730884898847, s_residual = 0.5075687858208673, s_smoothness = 5.367119647716259e-6, s_discrepancy = [2.220446049250313e-16, 50.75687858208673] [ Info: μrange: [8.54949007353504e-17, 19.54316475050976] [ Info: μrange for compatible terms: [8.051847854674788e-17, 8.202634152272328] [ Info: s0 = 1.6606279098033259, s_residual = 0.2262028161185917, s_smoothness = 0.015886187695181398, s_discrepancy = [2.220446049250313e-16, 22.62028161185917] [ Info: μrange: [8.051847854674788e-17, 8.202634152272328] [ Info: μrange for compatible terms: [2.1741627530946074e-16, 33.26206804575532] [ Info: s0 = 1.010587883842876, s_residual = 0.3397014665850945, s_smoothness = 0.021585361810789322, s_discrepancy = [2.220446049250313e-16, 33.97014665850945] [ Info: μrange: [2.1741627530946074e-16, 33.26206804575532] [ Info: μrange for compatible terms: [2.6943454210076798e-17, 3.790076206591788] [ Info: s0 = 2.870737460630973, s_residual = 0.3123452425092885, s_smoothness = 0.017000355046249218, s_discrepancy = [2.220446049250313e-16, 31.234524250928853] [ Info: μrange: [2.6943454210076798e-17, 3.790076206591788] ┌ 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: [1.238204742675533e-15, 190.39439387229532] [ Info: s0 = 0.42347120153496337, s_residual = 0.3414301892913432, s_smoothness = 3.908822740706025e-6, s_discrepancy = [2.220446049250313e-16, 34.14301892913432] [ Info: μrange: [1.238204742675533e-15, 190.39439387229532] ┌ 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 2m01.4s Test Summary: | Pass Total Time demo plot data | 2 2 2.5s Testing MonotoneDecomposition tests passed Testing completed after 1010.43s PkgEval succeeded after 2371.99s