Package evaluation of SearchModels on Julia 1.13.0-DEV.1176 (573db77327*) started at 2025-09-21T14:13:37.808 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.94s ################################################################################ # 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 v4.18.0 [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 v1.2.2 [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 To see why use `status --outdated -m` Installation completed after 1.15s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 22.12s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_ikbLO8/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_ikbLO8/Manifest.toml` [34da2185] Compat v4.18.0 [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 v1.2.2 [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: 56, observed: 356, best-error: 13548.620533212823 worst-error: 1.1182829844909874e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 57, observed: 413, best-error: 2500.6914370437025 worst-error: 113649.04768131336 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 472, best-error: 2500.6914370437025 worst-error: 15471.048224591592 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 531, best-error: 449.74097109368296 worst-error: 4884.880986668238 SearchModels iteration 5> population: 16, bsize: 64, queue: 61, observed: 592, best-error: 194.40574800585443 worst-error: 1799.7610292934994 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 652, best-error: 194.40574800585443 worst-error: 542.1515443628706 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 709, best-error: 119.20648748973493 worst-error: 241.64175341433122 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 768, best-error: 106.11706659969491 worst-error: 171.5752858147747 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 828, best-error: 86.38827905193567 worst-error: 114.05020889904823 SearchModels iteration 10> population: 16, bsize: 64, queue: 63, observed: 891, best-error: 85.54278690619816 worst-error: 102.64667850233991 SearchModels iteration 11> population: 16, bsize: 64, queue: 55, observed: 946, best-error: 84.01256743488895 worst-error: 91.3590132944028 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 1007, best-error: 81.23971262516262 worst-error: 86.38827905193567 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1068, best-error: 79.76376668864667 worst-error: 83.48222401374233 SearchModels iteration 14> population: 16, bsize: 64, queue: 59, observed: 1127, best-error: 79.47075155134102 worst-error: 80.92124718603088 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1187, best-error: 78.06892165009849 worst-error: 79.59792148243885 SearchModels iteration 16> population: 16, bsize: 64, queue: 55, observed: 1242, best-error: 75.7222200346255 worst-error: 78.40303373481522 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1302, best-error: 75.7222200346255 worst-error: 77.39878862876422 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1362, best-error: 75.12476299094139 worst-error: 76.40563795780253 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1419, best-error: 74.4144077157934 worst-error: 75.9383630771062 SearchModels iteration 20> population: 16, bsize: 64, queue: 57, observed: 1476, best-error: 74.4144077157934 worst-error: 75.42867472991428 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1533, best-error: 73.92394200758791 worst-error: 74.78919435431075 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1591, best-error: 73.8959368850983 worst-error: 74.42011496683129 SearchModels iteration 23> population: 16, bsize: 64, queue: 62, observed: 1653, best-error: 73.44266677672704 worst-error: 74.1004312834081 SearchModels iteration 24> population: 16, bsize: 64, queue: 56, observed: 1709, best-error: 73.44266677672704 worst-error: 73.72961921187162 SearchModels iteration 25> population: 16, bsize: 64, queue: 54, observed: 1763, best-error: 73.33157311142615 worst-error: 73.52172458417218 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1822, best-error: 73.06914868049714 worst-error: 73.44687742771836 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1882, best-error: 73.05671007899191 worst-error: 73.33157311142615 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1940, best-error: 73.05671007899191 worst-error: 73.1964915083449 SearchModels iteration 29> population: 16, bsize: 64, queue: 55, observed: 1995, best-error: 73.019361036222 worst-error: 73.1245776648508 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2054, best-error: 73.019361036222 worst-error: 73.0823008834039 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2111, best-error: 72.93302748048004 worst-error: 73.05460767961736 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2168, best-error: 72.84837112550153 worst-error: 73.019361036222 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2228, best-error: 72.84837112550153 worst-error: 72.94848991619705 SearchModels iteration 34> population: 16, bsize: 64, queue: 61, observed: 2289, best-error: 72.84257407905304 worst-error: 72.91025660412907 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2348, best-error: 72.79421916480257 worst-error: 72.87392479272866 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2406, best-error: 72.79421916480257 worst-error: 72.85383527903532 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2463, best-error: 72.73399129997075 worst-error: 72.81349589812496 SearchModels iteration 38> population: 16, bsize: 64, queue: 61, observed: 2524, best-error: 72.73399129997075 worst-error: 72.79262933599037 SearchModels iteration 39> population: 16, bsize: 64, queue: 62, observed: 2586, best-error: 72.68370405667078 worst-error: 72.7650598875588 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2646, best-error: 72.68062654342354 worst-error: 72.74839500391656 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2705, best-error: 72.52302953677666 worst-error: 72.70355231844279 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2762, best-error: 72.50637635737196 worst-error: 72.56825779838978 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2820, best-error: 72.45325377990834 worst-error: 72.52626523096583 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2879, best-error: 72.45325377990834 worst-error: 72.5112832404402 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2938, best-error: 72.45325377990834 worst-error: 72.49565352090329 SearchModels iteration 46> population: 16, bsize: 64, queue: 63, observed: 3001, best-error: 72.44260171818675 worst-error: 72.47936645180691 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3059, best-error: 72.41988908068991 worst-error: 72.46363463985196 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3117, best-error: 72.37272894741443 worst-error: 72.44682804346732 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3176, best-error: 72.3434791282089 worst-error: 72.4172876608988 SearchModels iteration 50> population: 16, bsize: 64, queue: 56, observed: 3232, best-error: 72.31003213855948 worst-error: 72.38514857560176 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3292, best-error: 72.31003213855948 worst-error: 72.35570252339377 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3352, best-error: 72.285512737768 worst-error: 72.32921766813077 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3411, best-error: 72.285512737768 worst-error: 72.31071840610109 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3468, best-error: 72.285512737768 worst-error: 72.30489580437288 SearchModels iteration 55> population: 16, bsize: 64, queue: 55, observed: 3523, best-error: 72.24515222137703 worst-error: 72.29968767515476 SearchModels iteration 56> population: 16, bsize: 64, queue: 57, observed: 3580, best-error: 72.24515222137703 worst-error: 72.29763680635791 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3639, best-error: 72.24515222137703 worst-error: 72.28382244458557 SearchModels iteration 58> population: 16, bsize: 64, queue: 60, observed: 3699, best-error: 72.23302798311737 worst-error: 72.26476527357654 SearchModels iteration 59> population: 16, bsize: 64, queue: 56, observed: 3755, best-error: 72.23302798311737 worst-error: 72.24916745640738 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3813, best-error: 72.21087480545411 worst-error: 72.2407128804575 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3873, best-error: 72.21087480545411 worst-error: 72.23277389602265 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3932, best-error: 72.19675465172062 worst-error: 72.2278813496601 SearchModels iteration 63> population: 16, bsize: 64, queue: 61, observed: 3993, best-error: 72.19130621143164 worst-error: 72.21207396139177 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4051, best-error: 72.1911558141133 worst-error: 72.20253714574147 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4108, best-error: 72.18925818435969 worst-error: 72.1980118996185 SearchModels iteration 66> population: 16, bsize: 64, queue: 55, observed: 4163, best-error: 72.16523481704417 worst-error: 72.193072790387 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4221, best-error: 72.16523481704417 worst-error: 72.18897268160845 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4282, best-error: 72.16523481704417 worst-error: 72.1772355797287 SearchModels iteration 69> population: 16, bsize: 64, queue: 56, observed: 4338, best-error: 72.14691217724918 worst-error: 72.17195447501986 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4397, best-error: 72.14691217724918 worst-error: 72.16696069781841 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4458, best-error: 72.12875201797897 worst-error: 72.15895990621576 SearchModels iteration 72> population: 16, bsize: 64, queue: 61, observed: 4519, best-error: 72.12875201797897 worst-error: 72.15211523577523 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4579, best-error: 72.10607882051745 worst-error: 72.13976861949624 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4637, best-error: 72.10607882051745 worst-error: 72.13053443975507 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4696, best-error: 72.10607882051745 worst-error: 72.11655281128245 SearchModels iteration 76> population: 16, bsize: 64, queue: 54, observed: 4750, best-error: 72.07894626789995 worst-error: 72.10951997356312 SearchModels iteration 77> population: 16, bsize: 64, queue: 61, observed: 4811, best-error: 72.05478475117387 worst-error: 72.10641502086072 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4871, best-error: 72.05478475117387 worst-error: 72.09167612492618 SearchModels iteration 79> population: 16, bsize: 64, queue: 61, observed: 4932, best-error: 72.05478475117387 worst-error: 72.07558510005505 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4992, best-error: 72.04877478285532 worst-error: 72.0657168986942 SearchModels iteration 81> population: 16, bsize: 64, queue: 58, observed: 5050, best-error: 72.0383072196384 worst-error: 72.05803760657778 SearchModels iteration 82> population: 16, bsize: 64, queue: 63, observed: 5113, best-error: 72.01612085901199 worst-error: 72.05095394596579 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5172, best-error: 72.01336597767997 worst-error: 72.0383072196384 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5231, best-error: 71.99070784676172 worst-error: 72.02207059484424 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5290, best-error: 71.9700928635265 worst-error: 72.01039843521284 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5348, best-error: 71.9700928635265 worst-error: 72.00031973960753 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5408, best-error: 71.96936198630401 worst-error: 71.98863112437516 SearchModels iteration 88> population: 16, bsize: 64, queue: 61, observed: 5469, best-error: 71.9484235316993 worst-error: 71.98105906588913 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5525, best-error: 71.9484235316993 worst-error: 71.97166039000396 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5583, best-error: 71.9484235316993 worst-error: 71.96521684126462 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5642, best-error: 71.93788086534492 worst-error: 71.95652859172557 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5700, best-error: 71.93362691270767 worst-error: 71.94895356860569 SearchModels iteration 93> population: 16, bsize: 64, queue: 54, observed: 5754, best-error: 71.91822359217733 worst-error: 71.94235848498447 SearchModels iteration 94> population: 16, bsize: 64, queue: 61, observed: 5815, best-error: 71.91822359217733 worst-error: 71.93527709297977 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5874, best-error: 71.89960823696512 worst-error: 71.92859324428076 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5932, best-error: 71.89960823696512 worst-error: 71.92466334978107 SearchModels iteration 97> population: 16, bsize: 64, queue: 54, observed: 5986, best-error: 71.89960823696512 worst-error: 71.9162351928481 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6046, best-error: 71.88096210308949 worst-error: 71.9077660555422 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6103, best-error: 71.87953179114855 worst-error: 71.89960823696512 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.2645575842641904, 0.041482532218765744, 0.8565148944611135, 0.0908322123271268, 0.530714843666699] 1 => ([-0.2561609232571279, 0.09214566545800544, 0.2501628121841961, 0.09009308462530378, 0.5392238558331177] => 71.87953179114855) 2 => ([-0.2561609232571279, 0.09214566545800544, 0.2526644403060381, 0.09009308462530378, 0.5392238558331177] => 71.88085531392107) 3 => ([-0.2561347870543673, 0.09213626379843419, 0.2527154939411777, 0.09009308462530378, 0.5392238558331177] => 71.88096210308949) 4 => ([-0.2574415971923998, 0.09214096462821982, 0.25143915306268694, 0.09009308462530378, 0.5392238558331177] => 71.88606321479942) 5 => ([-0.2574587178062684, 0.09238757552714003, 0.25136194837253467, 0.09009308462530141, 0.5392238558331179] => 71.88625372047845) 6 => ([-0.2574415971923998, 0.09260634677699763, 0.25143915306268694, 0.09009308462530378, 0.5392238558331177] => 71.88625440860562) 7 => ([-0.2574546652937801, 0.09261104760678325, 0.2508009826234415, 0.09009308462530378, 0.5392238558331177] => 71.88683112029445) 8 => ([-0.2574415971923998, 0.09260634677699763, 0.25207732350193235, 0.09009308462530378, 0.5392238558331177] => 71.88743434813364) 9 => ([-0.2566048313778513, 0.09160832136005684, 0.24927389006228912, 0.0900930846253026, 0.5392238558331178] => 71.88820829476668) 10 => ([-0.25715671701969456, 0.09283636665282849, 0.2527154939411777, 0.09009308462530378, 0.5392238558331177] => 71.8883872977819) 11 => ([-0.25771403996184183, 0.09196285614526364, 0.25065006567406645, 0.09009308462530319, 0.5392238558331177] => 71.88877241681139) 12 => ([-0.2574546652937801, 0.09214566545800544, 0.2501628121841961, 0.09009308462530378, 0.5392238558331177] => 71.88878387123223) 13 => ([-0.2575015392333275, 0.09205934320854481, 0.2523952149074275, 0.0900930846253026, 0.5392238558331178] => 71.888838671716) 14 => ([-0.25814894972630253, 0.09091515021709216, 0.251766628962912, 0.0900930846253026, 0.5392238558331178] => 71.89101089366851) 15 => ([-0.25814894972630253, 0.09182430171926309, 0.251766628962912, 0.0900930846253026, 0.5392238558331178] => 71.89132294529063) Test Summary: | Total Time SearchModels.jl | 0 5.9s ===== 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: 1152, best-error: 0.8199999999999975 worst-error: 31.519999999999982 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1320, best-error: 0.20000000000000115 worst-error: 3.769999999999998 SearchModels iteration 3> population: 16, bsize: 32, queue: 159, observed: 1479, best-error: 0.04999999999999955 worst-error: 1.323125 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1649, best-error: 0.04999999999999955 worst-error: 0.5691821289062499 SearchModels iteration 5> population: 16, bsize: 32, queue: 153, observed: 1802, best-error: 0.022619628906249866 worst-error: 0.09999999999999964 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1972, best-error: 0.022619628906249866 worst-error: 0.03689224243164066 SearchModels iteration 7> population: 16, bsize: 32, queue: 162, observed: 2134, best-error: 0.018908691406249994 worst-error: 0.026230621337890784 SearchModels iteration 8> population: 16, bsize: 32, queue: 154, observed: 2288, best-error: 0.018908691406249994 worst-error: 0.02103042602539066 SearchModels iteration 9> population: 16, bsize: 32, queue: 163, observed: 2451, best-error: 0.018589726090431146 worst-error: 0.019804239273071286 SearchModels iteration 10> population: 16, bsize: 32, queue: 156, observed: 2607, best-error: 0.018383789695799353 worst-error: 0.019056654872838415 SearchModels iteration 11> population: 16, bsize: 32, queue: 154, observed: 2761, best-error: 0.01821534156799319 worst-error: 0.01854921357255073 SearchModels iteration 12> population: 16, bsize: 32, queue: 160, observed: 2921, best-error: 0.01821534156799319 worst-error: 0.01842714504120525 SearchModels iteration 13> population: 16, bsize: 32, queue: 163, observed: 3084, best-error: 0.01821534156799319 worst-error: 0.018345428146421903 SearchModels iteration 14> population: 16, bsize: 32, queue: 152, observed: 3236, best-error: 0.018205299512346746 worst-error: 0.018278692480971585 SearchModels iteration 15> population: 16, bsize: 32, queue: 146, observed: 3382, best-error: 0.018199852394846512 worst-error: 0.01823023634359797 SearchModels iteration 16> population: 16, bsize: 32, queue: 149, observed: 3531, best-error: 0.018196347716954938 worst-error: 0.018213479093298623 SearchModels iteration 17> population: 16, bsize: 32, queue: 142, observed: 3673, best-error: 0.018192047051557626 worst-error: 0.018202038942057932 SearchModels iteration 18> population: 16, bsize: 32, queue: 86, observed: 3759, best-error: 0.01819204533963809 worst-error: 0.018193303245772577 SearchModels iteration 19> population: 16, bsize: 32, queue: 87, observed: 3846, best-error: 0.01819204533963809 worst-error: 0.018192109905221507 SearchModels> stop by convergence error=(0.8653511047363283, 0.748046875) => 0.018192051075753342, iter=20 (of 300) 1 => ((0.8653465270996095, 0.748046875) => 0.018192045242553096) 2 => ((0.8653472900390625, 0.748046875) => 0.018192045339638085) 3 => ((0.8653472900390626, 0.748046875) => 0.01819204533963809) 4 => ((0.8653457641601563, 0.748046875) => 0.018192045495511976) 5 => ((0.8653480529785157, 0.748046875) => 0.018192045786767874) 6 => ((0.8653480529785158, 0.748046875) => 0.018192045786767877) 7 => ((0.8653450012207031, 0.748046875) => 0.018192046098513784) 8 => ((0.8653488159179688, 0.748046875) => 0.01819204658394337) 9 => ((0.8653488159179689, 0.748046875) => 0.018192046583943373) 10 => ((0.8653442382812501, 0.748046875) => 0.018192047051557626) 11 => ((0.8653442382812502, 0.748046875) => 0.018192047051557633) 12 => ((0.8653495788574219, 0.748046875) => 0.018192047731165492) 13 => ((0.8653434753417969, 0.748046875) => 0.018192048354642568) 14 => ((0.8653503417968751, 0.748046875) => 0.018192049228435193) 15 => ((0.8653427124023438, 0.748046875) => 0.018192050007767677) ===== 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: 172, observed: 1148, best-error: 0.0 worst-error: 13.12 SearchModels iteration 2> population: 16, bsize: 32, queue: 181, observed: 1329, best-error: 0.0 worst-error: 2.0000000000000036 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1498, best-error: 0.0 worst-error: 0.9731250000000028 SearchModels iteration 4> population: 16, bsize: 32, queue: 176, observed: 1674, best-error: 0.0 worst-error: 0.37000000000000066 SearchModels iteration 5> population: 16, bsize: 32, queue: 182, observed: 1856, best-error: 0.0 worst-error: 0.05521011352539004 SearchModels iteration 6> population: 16, bsize: 32, queue: 183, observed: 2039, best-error: 0.0 worst-error: 0.016855621337890595 SearchModels iteration 7> population: 16, bsize: 32, queue: 182, observed: 2221, best-error: 0.0 worst-error: 0.003910684585571323 SearchModels iteration 8> population: 16, bsize: 32, queue: 175, observed: 2396, best-error: 0.0 worst-error: 0.000557387508451985 SearchModels iteration 9> population: 16, bsize: 32, queue: 175, observed: 2571, best-error: 0.0 worst-error: 6.155017763380528e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 168, observed: 2739, best-error: 0.0 worst-error: 5.757264007125087e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 175, observed: 2914, best-error: 0.0 worst-error: 1.196755192721037e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 160, observed: 3074, best-error: 0.0 worst-error: 2.478621991047408e-7 SearchModels iteration 13> population: 16, bsize: 32, queue: 142, observed: 3216, best-error: 0.0 worst-error: 6.01977808745028e-8 SearchModels> stop by convergence error=(1.00010986328125, 1.0002197265625) => 1.2069955135353458e-8, iter=14 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 4 => ((1.0000122070312498, 1.0000244140625) => 1.4901161415457496e-10) 5 => ((0.99998779296875, 0.9999755859374999) => 1.490116141600059e-10) 6 => ((1.0000244140624999, 1.000048828125) => 5.960464832745229e-10) 7 => ((0.9999755859374999, 0.9999511718749999) => 5.96046483285365e-10) 8 => ((1.00003662109375, 1.0000732421874998) => 1.3411046872959282e-9) 9 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 10 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 11 => ((1.0000732421874998, 1.000146484375) => 5.364420907456729e-9) 12 => ((1.0000732421874998, 1.0001464843749999) => 5.364420907456967e-9) 13 => ((1.0000854492187499, 1.0001708984375) => 7.301574316253106e-9) 14 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 15 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 22.15s PkgEval succeeded after 65.54s