Package evaluation of SearchModels on Julia 1.13.0-DEV.1234 (bbaa34b41d*) started at 2025-10-01T14:43:27.824 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.42s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [0e966ebe] + SearchModels v0.4.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [34da2185] + Compat v4.18.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [3a884ed6] + UnPack v1.0.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+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 To see why use `status --outdated -m` Installation completed after 1.12s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 22.86s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_28ldOb/Project.toml` [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_28ldOb/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [3a884ed6] UnPack v1.0.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [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 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 49, observed: 349, best-error: 28810.560870334233 worst-error: 93894.58505340593 SearchModels iteration 2> population: 16, bsize: 64, queue: 53, observed: 402, best-error: 28810.560870334233 worst-error: 66671.82260247697 SearchModels iteration 3> population: 16, bsize: 64, queue: 55, observed: 457, best-error: 28810.560870334233 worst-error: 54018.38651957701 SearchModels iteration 4> population: 16, bsize: 64, queue: 55, observed: 512, best-error: 17557.88098617463 worst-error: 45157.59659133496 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 570, best-error: 17557.88098617463 worst-error: 35580.58740616342 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 628, best-error: 7934.314201778013 worst-error: 22895.67656663643 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 685, best-error: 3602.4453354917255 worst-error: 13706.198147666226 SearchModels iteration 8> population: 16, bsize: 64, queue: 55, observed: 740, best-error: 2379.2861482833346 worst-error: 7319.63771338895 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 799, best-error: 2206.7786357142063 worst-error: 3556.967650344278 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 856, best-error: 812.5899251276327 worst-error: 2674.617516615718 SearchModels iteration 11> population: 16, bsize: 64, queue: 55, observed: 911, best-error: 599.0010124947988 worst-error: 1536.2641505746199 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 971, best-error: 388.7522799627316 worst-error: 735.3159098079175 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1030, best-error: 320.419314795185 worst-error: 420.9177823834683 SearchModels iteration 14> population: 16, bsize: 64, queue: 56, observed: 1086, best-error: 317.67628300287623 worst-error: 350.2949124146056 SearchModels iteration 15> population: 16, bsize: 64, queue: 63, observed: 1149, best-error: 312.47410434132826 worst-error: 331.23209423419166 SearchModels iteration 16> population: 16, bsize: 64, queue: 54, observed: 1203, best-error: 302.8168463260675 worst-error: 318.8687081245202 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1263, best-error: 302.8168463260675 worst-error: 313.699111702394 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1322, best-error: 301.80250847275 worst-error: 308.89103914882116 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1381, best-error: 301.7652475159932 worst-error: 304.90999050245273 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1439, best-error: 299.14433765682526 worst-error: 303.12289398807803 SearchModels iteration 21> population: 16, bsize: 64, queue: 61, observed: 1500, best-error: 295.91121300010064 worst-error: 302.2966882940703 SearchModels iteration 22> population: 16, bsize: 64, queue: 57, observed: 1557, best-error: 291.89632241718056 worst-error: 300.6704636190134 SearchModels iteration 23> population: 16, bsize: 64, queue: 53, observed: 1610, best-error: 291.89632241718056 worst-error: 299.0337169659817 SearchModels iteration 24> population: 16, bsize: 64, queue: 63, observed: 1673, best-error: 291.89632241718056 worst-error: 297.1555014391329 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1731, best-error: 291.89632241718056 worst-error: 295.11889485797695 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1788, best-error: 291.37201140932 worst-error: 293.4972231550639 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1846, best-error: 288.4388669112563 worst-error: 292.34353297537643 SearchModels iteration 28> population: 16, bsize: 64, queue: 61, observed: 1907, best-error: 288.4388669112563 worst-error: 290.9861036667667 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 1966, best-error: 288.4388669112563 worst-error: 289.845971154874 SearchModels iteration 30> population: 16, bsize: 64, queue: 62, observed: 2028, best-error: 286.88332024121746 worst-error: 289.11755626044334 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2086, best-error: 286.88332024121746 worst-error: 288.68673231261414 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2146, best-error: 286.88332024121746 worst-error: 287.7456336879 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2205, best-error: 286.11585999695177 worst-error: 287.1732817020983 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2263, best-error: 286.0012448070435 worst-error: 286.6276673251355 SearchModels iteration 35> population: 16, bsize: 64, queue: 63, observed: 2326, best-error: 285.10347879239237 worst-error: 286.34331474894447 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2386, best-error: 284.91813436655536 worst-error: 285.897213432001 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2442, best-error: 284.7171789524535 worst-error: 285.52573529764624 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2501, best-error: 283.7616852892169 worst-error: 285.12308283617733 SearchModels iteration 39> population: 16, bsize: 64, queue: 54, observed: 2555, best-error: 264.0816023633405 worst-error: 284.3703811577091 SearchModels iteration 40> population: 16, bsize: 64, queue: 61, observed: 2616, best-error: 264.0816023633405 worst-error: 268.85847991023263 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2676, best-error: 264.0816023633405 worst-error: 266.4159988315594 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2737, best-error: 261.4924493979673 worst-error: 264.793201985043 SearchModels iteration 43> population: 16, bsize: 64, queue: 61, observed: 2798, best-error: 261.4924493979673 worst-error: 263.18978010764744 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2856, best-error: 260.3872203779192 worst-error: 261.94663538014265 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2914, best-error: 259.225787187693 worst-error: 261.2634086981252 SearchModels iteration 46> population: 16, bsize: 64, queue: 61, observed: 2975, best-error: 256.7830432341296 worst-error: 260.27344880766543 SearchModels iteration 47> population: 16, bsize: 64, queue: 59, observed: 3034, best-error: 256.7830432341296 worst-error: 259.32041526650613 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3093, best-error: 256.36500281060626 worst-error: 257.97697212966216 SearchModels iteration 49> population: 16, bsize: 64, queue: 60, observed: 3153, best-error: 256.36500281060626 worst-error: 257.1510141289935 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3213, best-error: 254.48409206345218 worst-error: 256.8170075847489 SearchModels iteration 51> population: 16, bsize: 64, queue: 62, observed: 3275, best-error: 254.0507502962757 worst-error: 256.3050020286933 SearchModels iteration 52> population: 16, bsize: 64, queue: 54, observed: 3329, best-error: 253.25142888191795 worst-error: 255.0610912391078 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3389, best-error: 253.2485082912895 worst-error: 254.52942214802968 SearchModels iteration 54> population: 16, bsize: 64, queue: 56, observed: 3445, best-error: 251.42134461499032 worst-error: 253.88542068850722 SearchModels iteration 55> population: 16, bsize: 64, queue: 54, observed: 3499, best-error: 251.42134461499032 worst-error: 253.40046106619158 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3558, best-error: 250.19478952176019 worst-error: 252.55109395584026 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3619, best-error: 249.81541370499062 worst-error: 251.5804809065443 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3676, best-error: 249.81541370499062 worst-error: 250.79624822087393 SearchModels iteration 59> population: 16, bsize: 64, queue: 62, observed: 3738, best-error: 249.50941337411007 worst-error: 250.3250819507032 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3795, best-error: 248.61912514073111 worst-error: 250.05851538509862 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3853, best-error: 247.7059578352062 worst-error: 249.8023525666065 SearchModels iteration 62> population: 16, bsize: 64, queue: 56, observed: 3909, best-error: 247.3728410665991 worst-error: 249.13153086323524 SearchModels iteration 63> population: 16, bsize: 64, queue: 56, observed: 3965, best-error: 247.23376728120607 worst-error: 248.50573499829162 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4025, best-error: 247.07337702378987 worst-error: 247.89875645714952 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4083, best-error: 246.37966345055514 worst-error: 247.52720648089308 SearchModels iteration 66> population: 16, bsize: 64, queue: 61, observed: 4144, best-error: 241.11417167142284 worst-error: 247.2331822899534 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4203, best-error: 240.70115079413043 worst-error: 242.69556973784069 SearchModels iteration 68> population: 16, bsize: 64, queue: 55, observed: 4258, best-error: 239.47600020955775 worst-error: 241.04668243550745 SearchModels iteration 69> population: 16, bsize: 64, queue: 62, observed: 4320, best-error: 239.351293112878 worst-error: 240.83249184729794 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4377, best-error: 237.7906574194634 worst-error: 239.83305218747714 SearchModels iteration 71> population: 16, bsize: 64, queue: 57, observed: 4434, best-error: 237.73813726119565 worst-error: 239.15002233437386 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4494, best-error: 236.60702908146231 worst-error: 238.17000525267142 SearchModels iteration 73> population: 16, bsize: 64, queue: 61, observed: 4555, best-error: 236.60702908146231 worst-error: 237.8685180658387 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4614, best-error: 236.48990042466875 worst-error: 237.17557187567888 SearchModels iteration 75> population: 16, bsize: 64, queue: 55, observed: 4669, best-error: 236.19272665168603 worst-error: 236.87640124829562 SearchModels iteration 76> population: 16, bsize: 64, queue: 57, observed: 4726, best-error: 236.12286266990853 worst-error: 236.73130060028174 SearchModels iteration 77> population: 16, bsize: 64, queue: 60, observed: 4786, best-error: 235.5121324812303 worst-error: 236.42611122320153 SearchModels iteration 78> population: 16, bsize: 64, queue: 56, observed: 4842, best-error: 235.02842991768745 worst-error: 236.25534464970752 SearchModels iteration 79> population: 16, bsize: 64, queue: 61, observed: 4903, best-error: 234.75518497212911 worst-error: 236.02606826804947 SearchModels iteration 80> population: 16, bsize: 64, queue: 57, observed: 4960, best-error: 234.65749772137752 worst-error: 235.5121324812303 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5020, best-error: 234.15731026474117 worst-error: 235.08001253944593 SearchModels iteration 82> population: 16, bsize: 64, queue: 61, observed: 5081, best-error: 233.89688750364851 worst-error: 234.80281385005162 SearchModels iteration 83> population: 16, bsize: 64, queue: 61, observed: 5142, best-error: 233.63918356041683 worst-error: 234.4765204316108 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5201, best-error: 233.63918356041683 worst-error: 234.15731026474117 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5261, best-error: 233.3822983354665 worst-error: 233.91619497615224 SearchModels iteration 86> population: 16, bsize: 64, queue: 56, observed: 5317, best-error: 233.13192761545045 worst-error: 233.8042983920407 SearchModels iteration 87> population: 16, bsize: 64, queue: 61, observed: 5378, best-error: 233.05233906290425 worst-error: 233.43425547909928 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5438, best-error: 232.17756850278957 worst-error: 233.24896633444652 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5498, best-error: 232.17756850278957 worst-error: 233.12563760208633 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5555, best-error: 231.9863581045642 worst-error: 232.81434991937175 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5613, best-error: 231.80542408087953 worst-error: 232.53420232284603 SearchModels iteration 92> population: 16, bsize: 64, queue: 62, observed: 5675, best-error: 231.80542408087953 worst-error: 232.26074511428155 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5734, best-error: 231.37598752627542 worst-error: 232.10154864500416 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5792, best-error: 231.15484757124145 worst-error: 231.9863581045642 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5851, best-error: 230.3515025303915 worst-error: 231.61513760677644 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5911, best-error: 229.5665132154644 worst-error: 231.21683164733156 SearchModels iteration 97> population: 16, bsize: 64, queue: 57, observed: 5968, best-error: 227.42298771747528 worst-error: 230.63740788414836 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6028, best-error: 226.79106212444324 worst-error: 228.37872310302984 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6088, best-error: 226.78294006812328 worst-error: 227.66231575405925 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.24937825380801615, 0.25155307752324696, 0.8709242016685224, 0.46672467212833846, 0.07839153703349] 1 => ([-1.2377194924162893, -0.09767577480991885, -0.22364049887569143, 0.4704782979074881, 0.09264511434343578] => 226.78294006812328) 2 => ([-1.2193748022169908, -0.099230873510125, -0.224518723211504, 0.4704782979074881, 0.0926457997029829] => 226.78334132524049) 3 => ([-1.2377194924162893, -0.09866239879789783, -0.22364049887569143, 0.4704782979074881, 0.09264511434343578] => 226.79106212444324) 4 => ([-1.2384761650993907, -0.09939993647130987, -0.22400148506950324, 0.4704782979074881, 0.09252523040582189] => 226.96905165938472) 5 => ([-1.23323423637959, -0.0984309046630499, -0.22443676937547502, 0.4704782979074881, 0.09264714059961343] => 227.00467671178998) 6 => ([-1.2319667586335856, -0.09853785564061436, -0.22494099939794485, 0.4704782979074881, 0.09258517237462884] => 227.15404218753199) 7 => ([-1.2317515460400779, -0.0989436405528836, -0.22490751356576466, 0.4704782979074881, 0.09264717175232012] => 227.15750934973724) 8 => ([-1.2301086821058114, -0.09818928246191219, -0.2250072808521987, 0.4704782979074881, 0.09264714059961343] => 227.15814403125793) 9 => ([-1.2319023705905559, -0.09856548517475958, -0.22503289785865427, 0.4704782979074881, 0.09264545702320934] => 227.2026230275784) 10 => ([-1.2320347082114234, -0.09822819072817632, -0.22503350530239052, 0.4704782979074881, 0.09264922916120445] => 227.20615962369567) 11 => ([-1.2319023705905559, -0.09905879716874907, -0.22503289785865427, 0.4704782979074881, 0.09264545702320934] => 227.20670541565147) 12 => ([-1.2287489803428906, -0.0977060985342125, -0.22523303987525858, 0.4704782979074881, 0.09264916685579108] => 227.21560669626516) 13 => ([-1.2287489803428906, -0.098199410528202, -0.22523303987525858, 0.4704782979074881, 0.09264916685579108] => 227.2196605386585) 14 => ([-1.224049215640715, -0.0982978006041479, -0.22587192481883772, 0.4704782979074881, 0.09264765461927377] => 227.37249939941674) 15 => ([-1.2073017843732583, -0.099230873510125, -0.22676391044361904, 0.4704782979074881, 0.0926457997029829] => 227.4055181097365) Test Summary: | Total Time SearchModels.jl | 0 5.7s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 172, observed: 1131, best-error: 1.3000000000000012 worst-error: 22.499999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 155, observed: 1286, best-error: 0.17000000000000004 worst-error: 2.9200000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 150, observed: 1436, best-error: 0.17000000000000004 worst-error: 1.0506640624999999 SearchModels iteration 4> population: 16, bsize: 32, queue: 160, observed: 1596, best-error: 0.10000000000000016 worst-error: 0.34332275390624983 SearchModels iteration 5> population: 16, bsize: 32, queue: 157, observed: 1753, best-error: 0.10000000000000016 worst-error: 0.18378906249999996 SearchModels iteration 6> population: 16, bsize: 32, queue: 155, observed: 1908, best-error: 0.10000000000000016 worst-error: 0.1287940979003905 SearchModels iteration 7> population: 16, bsize: 32, queue: 163, observed: 2071, best-error: 0.090625 worst-error: 0.11049575805664066 SearchModels iteration 8> population: 16, bsize: 32, queue: 162, observed: 2233, best-error: 0.090625 worst-error: 0.10185806274414061 SearchModels iteration 9> population: 16, bsize: 32, queue: 159, observed: 2392, best-error: 0.09003906250000003 worst-error: 0.09547386713558807 SearchModels iteration 10> population: 16, bsize: 32, queue: 132, observed: 2524, best-error: 0.09003906250000003 worst-error: 0.09239032466211938 SearchModels iteration 11> population: 16, bsize: 32, queue: 127, observed: 2651, best-error: 0.09003906250000003 worst-error: 0.09112550999286215 SearchModels iteration 12> population: 16, bsize: 32, queue: 114, observed: 2765, best-error: 0.09000244140625002 worst-error: 0.09051816256032907 SearchModels iteration 13> population: 16, bsize: 32, queue: 106, observed: 2871, best-error: 0.09000244140625002 worst-error: 0.09020566384910186 SearchModels iteration 14> population: 16, bsize: 32, queue: 73, observed: 2944, best-error: 0.09000015258789065 worst-error: 0.09008815071084486 SearchModels iteration 15> population: 16, bsize: 32, queue: 80, observed: 3024, best-error: 0.09000000953674318 worst-error: 0.09001235961914064 SearchModels iteration 16> population: 16, bsize: 32, queue: 69, observed: 3093, best-error: 0.09000000953674318 worst-error: 0.09000244140625002 SearchModels iteration 17> population: 16, bsize: 32, queue: 67, observed: 3160, best-error: 0.09000000059604647 worst-error: 0.0900004029273987 SearchModels iteration 18> population: 16, bsize: 32, queue: 59, observed: 3219, best-error: 0.09000000059604647 worst-error: 0.09000007882714274 SearchModels> stop by convergence error=(0.7, 0.489990234375) => 0.09000000953674318, iter=19 (of 300) 1 => ((0.7, 0.4899993896484375) => 0.09000000003725293) 2 => ((0.7, 0.48999938964843753) => 0.09000000003725293) 3 => ((0.7, 0.49000244140625) => 0.09000000059604647) 4 => ((0.7, 0.49000244140624993) => 0.09000000059604647) 5 => ((0.7, 0.49000244140625004) => 0.09000000059604647) 6 => ((0.7, 0.489996337890625) => 0.09000000134110453) 7 => ((0.7, 0.48999633789062497) => 0.09000000134110453) 8 => ((0.7, 0.4899963378906249) => 0.09000000134110453) 9 => ((0.7, 0.4900054931640625) => 0.09000000301748516) 10 => ((0.7, 0.49000549316406244) => 0.09000000301748516) 11 => ((0.7, 0.48999328613281246) => 0.09000000450760129) 12 => ((0.7, 0.4899932861328125) => 0.09000000450760129) 13 => ((0.7, 0.49000854492187496) => 0.09000000730156901) 14 => ((0.7, 0.490008544921875) => 0.09000000730156901) 15 => ((0.7, 0.48999023437499994) => 0.09000000953674318) ===== RoseParams using inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 166, observed: 1135, best-error: 0.4999999999999982 worst-error: 20.000000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1293, best-error: 0.3200000000000003 worst-error: 2.500000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1463, best-error: 0.00066406249999998 worst-error: 0.8199999999999975 SearchModels iteration 4> population: 16, bsize: 32, queue: 176, observed: 1639, best-error: 0.00066406249999998 worst-error: 0.32000000000000195 SearchModels iteration 5> population: 16, bsize: 32, queue: 177, observed: 1816, best-error: 0.00066406249999998 worst-error: 0.1521118164062509 SearchModels iteration 6> population: 16, bsize: 32, queue: 169, observed: 1985, best-error: 0.00066406249999998 worst-error: 0.012500000000000022 SearchModels iteration 7> population: 16, bsize: 32, queue: 161, observed: 2146, best-error: 0.00066406249999998 worst-error: 0.003997201919555667 SearchModels iteration 8> population: 16, bsize: 32, queue: 176, observed: 2322, best-error: 0.00066406249999998 worst-error: 0.0021680933237076057 SearchModels iteration 9> population: 16, bsize: 32, queue: 168, observed: 2490, best-error: 0.00066406249999998 worst-error: 0.001388722099363749 SearchModels iteration 10> population: 16, bsize: 32, queue: 175, observed: 2665, best-error: 0.00066406249999998 worst-error: 0.0010718689441273693 SearchModels iteration 11> population: 16, bsize: 32, queue: 181, observed: 2846, best-error: 0.00066406249999998 worst-error: 0.0008843391790378602 SearchModels iteration 12> population: 16, bsize: 32, queue: 175, observed: 3021, best-error: 0.00066406249999998 worst-error: 0.0007722745862064799 SearchModels iteration 13> population: 16, bsize: 32, queue: 181, observed: 3202, best-error: 0.0006465488695539583 worst-error: 0.0007227708261052767 SearchModels iteration 14> population: 16, bsize: 32, queue: 167, observed: 3369, best-error: 0.0006407660992408523 worst-error: 0.0006807471187585002 SearchModels iteration 15> population: 16, bsize: 32, queue: 165, observed: 3534, best-error: 0.0006373596191406293 worst-error: 0.000659485338992428 SearchModels iteration 16> population: 16, bsize: 32, queue: 149, observed: 3683, best-error: 0.0006345629261801431 worst-error: 0.0006433498455504477 SearchModels iteration 17> population: 16, bsize: 32, queue: 169, observed: 3852, best-error: 0.0006321832630874303 worst-error: 0.0006369484217430057 SearchModels iteration 18> population: 16, bsize: 32, queue: 158, observed: 4010, best-error: 0.0006321832630874303 worst-error: 0.0006338243244079353 SearchModels iteration 19> population: 16, bsize: 32, queue: 154, observed: 4164, best-error: 0.0006315038167031155 worst-error: 0.000632698906287634 SearchModels iteration 20> population: 16, bsize: 32, queue: 143, observed: 4307, best-error: 0.0006315038167031155 worst-error: 0.0006320116108164916 SearchModels iteration 21> population: 16, bsize: 32, queue: 134, observed: 4441, best-error: 0.0006315038167031155 worst-error: 0.0006317096147035147 SearchModels iteration 22> population: 16, bsize: 32, queue: 131, observed: 4572, best-error: 0.0006315019648102303 worst-error: 0.0006315789542807052 SearchModels> stop by convergence error=(1.0250946044921874, 1.0509521484375) => 0.0006315134060387164, iter=23 (of 300) 1 => ((1.0251003265380858, 1.0509521484375) => 0.000631501863361767) 2 => ((1.0250991821289062, 1.0509521484375) => 0.0006315019648102303) 3 => ((1.0251007080078123, 1.0509521484375) => 0.0006315020747789464) 4 => ((1.0251007080078125, 1.0509521484375) => 0.0006315020747789469) 5 => ((1.025101089477539, 1.0509521484375) => 0.0006315024088130264) 6 => ((1.0251014709472654, 1.0509521484375) => 0.0006315028654641371) 7 => ((1.0250976562499998, 1.0509521484375) => 0.0006315038167031155) 8 => ((1.0251022338867186, 1.0509521484375) => 0.0006315041466179994) 9 => ((1.0251029968261718, 1.0509521484375) => 0.000631505918241636) 10 => ((1.0251033782958983, 1.0509521484375) => 0.000631506987979957) 11 => ((1.0250961303710937, 1.0509521484375) => 0.0006315076304488555) 12 => ((1.0251037597656247, 1.0509521484375) => 0.0006315081803361337) 13 => ((1.025103759765625, 1.0509521484375) => 0.0006315081803361346) 14 => ((1.0251041412353514, 1.0509521484375) => 0.0006315094953102987) 15 => ((1.0250946044921876, 1.0509521484375) => 0.0006315134060387157) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 16.69s PkgEval succeeded after 59.76s