Package evaluation of SearchModels on Julia 1.13.0-DEV.748 (36a4616fc2*) started at 2025-06-17T14:09:04.087 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.53s ################################################################################ # 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 v4.16.0 [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 v1.2.1 [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 v1.12.0 [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 v1.12.0 [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 v5.12.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.12s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 18.57s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_tVZlY0/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_tVZlY0/Manifest.toml` [34da2185] Compat v4.16.0 [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 v1.2.1 [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 v1.12.0 [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 v1.12.0 [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 v5.12.0+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: 88736.02980082078 worst-error: 250819.63826621536 SearchModels iteration 2> population: 16, bsize: 64, queue: 52, observed: 401, best-error: 3030.7252446440607 worst-error: 207431.23857641264 SearchModels iteration 3> population: 16, bsize: 64, queue: 61, observed: 462, best-error: 3030.7252446440607 worst-error: 54166.046484667764 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 522, best-error: 1488.2116447689036 worst-error: 10030.041045302865 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 580, best-error: 474.02310228577204 worst-error: 2921.038530241592 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 639, best-error: 422.15736666990296 worst-error: 1095.5242792857268 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 697, best-error: 422.15736666990296 worst-error: 592.9828210152086 SearchModels iteration 8> population: 16, bsize: 64, queue: 62, observed: 759, best-error: 315.96525361142824 worst-error: 451.87349209416743 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 816, best-error: 210.46704626574135 worst-error: 368.0985002764596 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 874, best-error: 210.46704626574135 worst-error: 292.6422395607538 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 932, best-error: 210.46704626574135 worst-error: 257.24022237710375 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 989, best-error: 201.88999834889398 worst-error: 228.2841174817606 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1049, best-error: 201.88999834889398 worst-error: 215.68445587984505 SearchModels iteration 14> population: 16, bsize: 64, queue: 59, observed: 1108, best-error: 197.2017155801189 worst-error: 208.57420504668593 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1166, best-error: 196.6717217638729 worst-error: 204.04282459330386 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1226, best-error: 196.6717217638729 worst-error: 201.04614552690117 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1285, best-error: 195.24681214541528 worst-error: 198.08646059696775 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1345, best-error: 194.20472254631707 worst-error: 196.76875923028936 SearchModels iteration 19> population: 16, bsize: 64, queue: 54, observed: 1399, best-error: 192.52030319051678 worst-error: 195.75045396354412 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1457, best-error: 192.52030319051678 worst-error: 194.7147336582222 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1515, best-error: 192.52030319051678 worst-error: 193.72697498586558 SearchModels iteration 22> population: 16, bsize: 64, queue: 62, observed: 1577, best-error: 191.9153398672652 worst-error: 193.24075601258176 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1638, best-error: 191.9153398672652 worst-error: 192.687325263624 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1695, best-error: 191.3181259207339 worst-error: 192.2268242638344 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1755, best-error: 191.08934514735643 worst-error: 192.02615198591846 SearchModels iteration 26> population: 16, bsize: 64, queue: 60, observed: 1815, best-error: 190.80804749804278 worst-error: 191.67138893581918 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1874, best-error: 190.80804749804278 worst-error: 191.43249214225105 SearchModels iteration 28> population: 16, bsize: 64, queue: 54, observed: 1928, best-error: 190.80804749804278 worst-error: 191.15578270734608 SearchModels iteration 29> population: 16, bsize: 64, queue: 60, observed: 1988, best-error: 190.80804749804278 worst-error: 190.99571289393202 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2048, best-error: 190.59660906886828 worst-error: 190.88021271381265 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2106, best-error: 190.54333549303757 worst-error: 190.81569893090486 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2165, best-error: 190.54333549303757 worst-error: 190.64467307686772 SearchModels iteration 33> population: 16, bsize: 64, queue: 57, observed: 2222, best-error: 190.53805163400114 worst-error: 190.59479525060354 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2281, best-error: 190.48690835047256 worst-error: 190.55970752020482 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2341, best-error: 190.4404130396358 worst-error: 190.54951702944754 SearchModels iteration 36> population: 16, bsize: 64, queue: 56, observed: 2397, best-error: 190.40125566788112 worst-error: 190.51829894373634 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2454, best-error: 190.40125566788112 worst-error: 190.47610641108304 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2513, best-error: 190.37931346251375 worst-error: 190.44731615571683 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2572, best-error: 190.3598524121052 worst-error: 190.42920503635003 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2630, best-error: 190.29205490643557 worst-error: 190.40501573458488 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2688, best-error: 190.29205490643557 worst-error: 190.37828230837715 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2745, best-error: 190.29205490643557 worst-error: 190.34837170771723 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2805, best-error: 190.26053386850825 worst-error: 190.3237649408308 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2865, best-error: 190.20956301468206 worst-error: 190.29590607655697 SearchModels iteration 45> population: 16, bsize: 64, queue: 54, observed: 2919, best-error: 190.19551308874333 worst-error: 190.2750592428978 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2978, best-error: 190.19551308874333 worst-error: 190.24496778370295 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3035, best-error: 190.19551308874333 worst-error: 190.22070889739106 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3094, best-error: 190.15151565102917 worst-error: 190.20956301468206 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3153, best-error: 190.15151565102917 worst-error: 190.20075877106154 SearchModels iteration 50> population: 16, bsize: 64, queue: 58, observed: 3211, best-error: 190.12191098914425 worst-error: 190.1866365755719 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3270, best-error: 190.08767906235917 worst-error: 190.16922764569148 SearchModels iteration 52> population: 16, bsize: 64, queue: 63, observed: 3333, best-error: 190.08363777130742 worst-error: 190.1441264124366 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3391, best-error: 190.0783784340227 worst-error: 190.11577211869573 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3450, best-error: 190.05067215725776 worst-error: 190.0949143225257 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3511, best-error: 190.04570406826215 worst-error: 190.08320876502856 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3570, best-error: 190.04570406826215 worst-error: 190.06746604464303 SearchModels iteration 57> population: 16, bsize: 64, queue: 52, observed: 3622, best-error: 190.02875020034978 worst-error: 190.0546449521056 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3680, best-error: 190.0026293748413 worst-error: 190.045512767827 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3740, best-error: 189.9592008900825 worst-error: 190.02875020034978 SearchModels iteration 60> population: 16, bsize: 64, queue: 59, observed: 3799, best-error: 189.9592008900825 worst-error: 190.0069094146271 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3857, best-error: 189.9470979310644 worst-error: 189.9898236627377 SearchModels iteration 62> population: 16, bsize: 64, queue: 60, observed: 3917, best-error: 187.58800660104183 worst-error: 189.9656287140335 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3977, best-error: 173.2106519163926 worst-error: 189.94763129561474 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4037, best-error: 172.9929167868114 worst-error: 177.8499375651139 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4096, best-error: 172.5870642799413 worst-error: 173.67149200045813 SearchModels iteration 66> population: 16, bsize: 64, queue: 62, observed: 4158, best-error: 172.39520682650698 worst-error: 173.3420591036418 SearchModels iteration 67> population: 16, bsize: 64, queue: 55, observed: 4213, best-error: 171.63188843139216 worst-error: 172.86359446041126 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4273, best-error: 171.5431527410651 worst-error: 172.5870642799413 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4331, best-error: 171.17457612568796 worst-error: 172.18563455690548 SearchModels iteration 70> population: 16, bsize: 64, queue: 62, observed: 4393, best-error: 170.7374540672565 worst-error: 171.87192037424035 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4452, best-error: 170.7374540672565 worst-error: 171.5039955852311 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4512, best-error: 169.95272817885373 worst-error: 171.09983289630765 SearchModels iteration 73> population: 16, bsize: 64, queue: 56, observed: 4568, best-error: 169.18635077265603 worst-error: 170.66418824459782 SearchModels iteration 74> population: 16, bsize: 64, queue: 61, observed: 4629, best-error: 169.18635077265603 worst-error: 170.24181757877165 SearchModels iteration 75> population: 16, bsize: 64, queue: 62, observed: 4691, best-error: 168.50918685711648 worst-error: 169.60488315606372 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4751, best-error: 168.29380511837394 worst-error: 169.26853994583402 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4809, best-error: 168.29380511837394 worst-error: 169.01653074546138 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4866, best-error: 167.81938760788665 worst-error: 168.60875828679139 SearchModels iteration 79> population: 16, bsize: 64, queue: 54, observed: 4920, best-error: 167.81938760788665 worst-error: 168.42024201944983 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4978, best-error: 167.6439824304127 worst-error: 168.1478642024262 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5039, best-error: 167.57850080838966 worst-error: 167.93808466297722 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5098, best-error: 166.9740946946265 worst-error: 167.82688597969104 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5157, best-error: 166.48765995651004 worst-error: 167.541116298647 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5215, best-error: 166.48765995651004 worst-error: 167.18288675847688 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5273, best-error: 165.95660967203466 worst-error: 166.8337661961501 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5331, best-error: 165.95660967203466 worst-error: 166.6536556008293 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5388, best-error: 165.76766448020146 worst-error: 166.38158238685972 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5448, best-error: 165.50713386718465 worst-error: 166.23093825350136 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5507, best-error: 165.0821135104916 worst-error: 165.9951119820415 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5567, best-error: 165.0821135104916 worst-error: 165.70804869722681 SearchModels iteration 91> population: 16, bsize: 64, queue: 55, observed: 5622, best-error: 165.08113679154314 worst-error: 165.50450194160882 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5681, best-error: 165.01156640472124 worst-error: 165.28760101584328 SearchModels iteration 93> population: 16, bsize: 64, queue: 56, observed: 5737, best-error: 164.7851952664067 worst-error: 165.14441966216518 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5797, best-error: 164.72126179195823 worst-error: 165.0680493884762 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5856, best-error: 164.3867468132656 worst-error: 164.88743870314133 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5914, best-error: 164.29811783476413 worst-error: 164.734224829679 SearchModels iteration 97> population: 16, bsize: 64, queue: 62, observed: 5976, best-error: 164.07843427373845 worst-error: 164.55530088284644 SearchModels iteration 98> population: 16, bsize: 64, queue: 51, observed: 6027, best-error: 163.96385063816768 worst-error: 164.41988312310067 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6086, best-error: 163.93312358004562 worst-error: 164.32069508116882 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.7056035798738405, 0.6056317285106869, 0.7694175468184389, 0.6461917509689001, 0.13490176292320555] 1 => ([-0.2288751276607564, 0.6337307050825721, -0.17068764959117536, 0.645754174227951, 0.14751793241710992] => 163.90854856257704) 2 => ([-0.22164789854845096, 0.6286317339072451, -0.1713490617484902, 0.645754174227951, 0.14751793241710992] => 163.93312358004562) 3 => ([-0.22276733237950375, 0.6286317339072451, -0.1713490617484902, 0.645754174227951, 0.14751793241710992] => 163.94848585597467) 4 => ([-0.22388676621055653, 0.6286317339072451, -0.1713490617484902, 0.645754174227951, 0.14751793241710992] => 163.96385063816768) 5 => ([-0.2243407933397135, 0.629791144272285, -0.17160401276706055, 0.645754174227951, 0.14751793241710992] => 164.01784532577364) 6 => ([-0.22588487801386467, 0.6286265036126415, -0.17150735931938238, 0.645754174227951, 0.14751793241710992] => 164.02106604340963) 7 => ([-0.22503557632766788, 0.6309557849319286, -0.17170066621473873, 0.645754174227951, 0.14751793241710992] => 164.0455239329437) 8 => ([-0.2256267225912602, 0.6349074860512183, -0.17166565689027458, 0.645754174227951, 0.14751793241710992] => 164.04723994864378) 9 => ([-0.2240891347508932, 0.630052958149828, -0.17191721031467766, 0.645754174227951, 0.14751793241710992] => 164.07366058580135) 10 => ([-0.2278829898171728, 0.6286212733180379, -0.17166565689027458, 0.645754174227951, 0.14751793241710992] => 164.07843427373845) 11 => ([-0.22560998138622357, 0.6321178104442704, -0.171876468447863, 0.645754174227951, 0.14751793241710992] => 164.08670750871232) 12 => ([-0.22658721127252762, 0.6294680796772607, -0.17180772673484174, 0.645754174227951, 0.14751793241710992] => 164.0873496191124) 13 => ([-0.2253345628814145, 0.6341004145689781, -0.1719265821523288, 0.645754174227951, 0.14751793241710992] => 164.0925681531471) 14 => ([-0.22529143272788243, 0.6303148860364834, -0.17194979657940887, 0.645754174227951, 0.14751793241710992] => 164.09637417052187) 15 => ([-0.22703368813097602, 0.630950554637325, -0.17185896378563092, 0.645754174227951, 0.14751793241710992] => 164.10302976009442) Test Summary: | Total Time SearchModels.jl | 0 4.9s ===== 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: 175, observed: 1140, best-error: 0.5199999999999968 worst-error: 13.520000000000035 SearchModels iteration 2> population: 16, bsize: 32, queue: 159, observed: 1299, best-error: 0.02000000000000001 worst-error: 2.9200000000000186 SearchModels iteration 3> population: 16, bsize: 32, queue: 174, observed: 1473, best-error: 0.02000000000000001 worst-error: 0.5781250000000069 SearchModels iteration 4> population: 16, bsize: 32, queue: 174, observed: 1647, best-error: 0.02000000000000001 worst-error: 0.17312500000000008 SearchModels iteration 5> population: 16, bsize: 32, queue: 174, observed: 1821, best-error: 0.010080718994140592 worst-error: 0.07523681640624993 SearchModels iteration 6> population: 16, bsize: 32, queue: 165, observed: 1986, best-error: 0.0001586914062500014 worst-error: 0.026604003906250045 SearchModels iteration 7> population: 16, bsize: 32, queue: 176, observed: 2162, best-error: 0.0001586914062500014 worst-error: 0.012557382583617958 SearchModels iteration 8> population: 16, bsize: 32, queue: 177, observed: 2339, best-error: 0.0001586914062500014 worst-error: 0.003905640244483992 SearchModels iteration 9> population: 16, bsize: 32, queue: 174, observed: 2513, best-error: 2.4420022964473943e-6 worst-error: 0.0015261795022527044 SearchModels iteration 10> population: 16, bsize: 32, queue: 165, observed: 2678, best-error: 2.4420022964473943e-6 worst-error: 0.00024414062500004163 SearchModels iteration 11> population: 16, bsize: 32, queue: 171, observed: 2849, best-error: 2.4420022964473943e-6 worst-error: 6.908405121066599e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 175, observed: 3024, best-error: 2.4420022964473943e-6 worst-error: 2.1910616861200302e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 167, observed: 3191, best-error: 0.0 worst-error: 7.0088628371371555e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 169, observed: 3360, best-error: 0.0 worst-error: 1.6119693555082059e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 172, observed: 3532, best-error: 0.0 worst-error: 4.4530639261478286e-7 SearchModels iteration 16> population: 16, bsize: 32, queue: 155, observed: 3687, best-error: 0.0 worst-error: 2.0210763494952943e-7 SearchModels iteration 17> population: 16, bsize: 32, queue: 161, observed: 3848, best-error: 0.0 worst-error: 7.770569816095927e-8 SearchModels> stop by convergence error=(1.0000411987304687, 1.00009765625) => 2.4975220189198167e-8, iter=18 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999969482421875, 1.0) => 3.734592155435122e-9) 3 => ((1.0000457763671875, 1.00009765625) => 5.818208576491501e-9) 4 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 5 => ((1.0000442504882812, 1.00009765625) => 1.0336423869661275e-8) 6 => ((1.00010986328125, 1.0002197265625) => 1.2069955135353458e-8) 7 => ((1.0000946044921875, 1.0001953125) => 1.2664382945952488e-8) 8 => ((0.999993896484375, 1.0) => 1.4938323147696303e-8) 9 => ((1.000042724609375, 1.00009765625) => 1.672209724874445e-8) 10 => ((1.0000427246093748, 1.00009765625) => 1.6722097249809515e-8) 11 => ((1.000048828125, 1.00010986328125) => 1.7279526787440266e-8) 12 => ((1.0000991821289062, 1.00020751953125) => 1.8200995284569437e-8) 13 => ((1.0001052856445312, 1.0002197265625) => 1.9446685040271153e-8) 14 => ((1.0000732421875, 1.00015869140625) => 2.0252485377220052e-8) 15 => ((1.000091552734375, 1.0001953125) => 2.3262607760335497e-8) ===== 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: 168, observed: 1140, best-error: 0.10000000000000016 worst-error: 11.520000000000021 SearchModels iteration 2> population: 16, bsize: 32, queue: 163, observed: 1303, best-error: 0.07312499999999986 worst-error: 1.828125 SearchModels iteration 3> population: 16, bsize: 32, queue: 168, observed: 1471, best-error: 0.003125000000000033 worst-error: 0.3337890624999999 SearchModels iteration 4> population: 16, bsize: 32, queue: 180, observed: 1651, best-error: 0.003125000000000033 worst-error: 0.07523681640624998 SearchModels iteration 5> population: 16, bsize: 32, queue: 169, observed: 1820, best-error: 0.0 worst-error: 0.016855621337890595 SearchModels iteration 6> population: 16, bsize: 32, queue: 179, observed: 1999, best-error: 0.0 worst-error: 0.0038511753082275126 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2172, best-error: 0.0 worst-error: 0.0009802341461181976 SearchModels iteration 8> population: 16, bsize: 32, queue: 166, observed: 2338, best-error: 0.0 worst-error: 0.0001129060983657773 SearchModels iteration 9> population: 16, bsize: 32, queue: 175, observed: 2513, best-error: 0.0 worst-error: 2.6668088976270548e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 173, observed: 2686, best-error: 0.0 worst-error: 7.482396904379447e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 178, observed: 2864, best-error: 0.0 worst-error: 1.1032843030944831e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 154, observed: 3018, best-error: 0.0 worst-error: 8.583142516724629e-8 SearchModels> stop by convergence error=(1.00009765625, 1.0001953125) => 9.536752258991764e-9, iter=13 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((0.9999755859375, 0.9999511718749999) => 5.960464832799704e-10) 4 => ((0.9999755859374999, 0.999951171875) => 5.960464832853518e-10) 5 => ((1.0000244140625, 1.000048828125) => 5.960464832854179e-10) 6 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 7 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 8 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 9 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 10 => ((1.0000732421874998, 1.000146484375) => 5.364420907456729e-9) 11 => ((0.9999267578125001, 0.9998535156249999) => 5.364420907473707e-9) 12 => ((0.9999267578125, 0.999853515625) => 5.364420907489613e-9) 13 => ((1.0000732421875, 1.000146484375) => 5.364420907489732e-9) 14 => ((0.9999267578125, 0.9998535156249999) => 5.364420907489732e-9) 15 => ((1.0000732421875, 1.0001464843749999) => 5.36442090748997e-9) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 18.86s PkgEval succeeded after 56.26s