Package evaluation of SearchModels on Julia 1.13.0-DEV.1039 (6568124d5b*) started at 2025-08-26T13:58:43.450 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.11s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.13s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 22.06s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_7a0Yjr/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_7a0Yjr/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: 16017.74717998172 worst-error: 1.2509465358353758e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 415, best-error: 14225.005262399061 worst-error: 183536.2752381978 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 473, best-error: 2189.897466143221 worst-error: 15534.03104373091 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 531, best-error: 48.87121570335621 worst-error: 5304.423739135753 SearchModels iteration 5> population: 16, bsize: 64, queue: 55, observed: 586, best-error: 48.87121570335621 worst-error: 788.7095411068273 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 644, best-error: 4.380633102231217 worst-error: 84.67370089488529 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 704, best-error: 4.380633102231217 worst-error: 24.930848810634597 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 761, best-error: 4.380633102231217 worst-error: 9.833393099277002 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 820, best-error: 4.380633102231217 worst-error: 6.582805026665578 SearchModels iteration 10> population: 16, bsize: 64, queue: 55, observed: 875, best-error: 3.739559799031268 worst-error: 4.930292435693398 SearchModels iteration 11> population: 16, bsize: 64, queue: 59, observed: 934, best-error: 3.739559799031268 worst-error: 4.2066313266511575 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 992, best-error: 3.7385403760501834 worst-error: 3.848607984591147 SearchModels iteration 13> population: 16, bsize: 64, queue: 55, observed: 1047, best-error: 3.730243008243301 worst-error: 3.7533796305722773 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1108, best-error: 3.7026691533794187 worst-error: 3.7396110803017746 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1166, best-error: 3.699943379521913 worst-error: 3.7316408708291045 SearchModels iteration 16> population: 16, bsize: 64, queue: 55, observed: 1221, best-error: 3.6981400612431137 worst-error: 3.7105265580631173 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1281, best-error: 3.6680897017615592 worst-error: 3.7021274319700646 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1340, best-error: 3.6680897017615592 worst-error: 3.698130890089498 SearchModels iteration 19> population: 16, bsize: 64, queue: 60, observed: 1400, best-error: 3.6524258858559926 worst-error: 3.6889178191473473 SearchModels iteration 20> population: 16, bsize: 64, queue: 61, observed: 1461, best-error: 3.6524258858559926 worst-error: 3.6719096116817256 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1519, best-error: 3.6495619668901225 worst-error: 3.6638114299443543 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1578, best-error: 3.6441353515201667 worst-error: 3.6590176923315783 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1638, best-error: 3.6322824131399942 worst-error: 3.6531368601749863 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1698, best-error: 3.6322824131399942 worst-error: 3.6495482671538344 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1754, best-error: 3.6304326929668465 worst-error: 3.641971877631822 SearchModels iteration 26> population: 16, bsize: 64, queue: 62, observed: 1816, best-error: 3.6129684636836332 worst-error: 3.6359456462536333 SearchModels iteration 27> population: 16, bsize: 64, queue: 62, observed: 1878, best-error: 3.608536130591897 worst-error: 3.6213523098469667 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1937, best-error: 3.5994968263601774 worst-error: 3.613334145781399 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 1998, best-error: 3.5912565146974447 worst-error: 3.60726725766718 SearchModels iteration 30> population: 16, bsize: 64, queue: 63, observed: 2061, best-error: 3.5912565146974447 worst-error: 3.601014992967454 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2118, best-error: 3.584495220292203 worst-error: 3.5955727658195054 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2176, best-error: 3.584495220292203 worst-error: 3.592878117557126 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2236, best-error: 3.575669154294184 worst-error: 3.5876356030596463 SearchModels iteration 34> population: 16, bsize: 64, queue: 54, observed: 2290, best-error: 3.575669154294184 worst-error: 3.58424780914583 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2349, best-error: 3.555899889329099 worst-error: 3.5801174643195504 SearchModels iteration 36> population: 16, bsize: 64, queue: 61, observed: 2410, best-error: 3.1486900176125725 worst-error: 3.576864881716468 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2469, best-error: 3.1486900176125725 worst-error: 3.2480188920228166 SearchModels iteration 38> population: 16, bsize: 64, queue: 56, observed: 2525, best-error: 3.1486900176125725 worst-error: 3.158363356513547 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2584, best-error: 3.1457438939331537 worst-error: 3.153337332728912 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2644, best-error: 3.134015074194175 worst-error: 3.150209457855406 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2703, best-error: 3.134015074194175 worst-error: 3.1487639955010653 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2763, best-error: 3.133246502724526 worst-error: 3.1447093652055305 SearchModels iteration 43> population: 16, bsize: 64, queue: 62, observed: 2825, best-error: 3.133246502724526 worst-error: 3.141036152943219 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2885, best-error: 3.1221780827890413 worst-error: 3.13851399700141 SearchModels iteration 45> population: 16, bsize: 64, queue: 54, observed: 2939, best-error: 3.1221780827890413 worst-error: 3.134824885608416 SearchModels iteration 46> population: 16, bsize: 64, queue: 55, observed: 2994, best-error: 3.1221780827890413 worst-error: 3.1298139851004403 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3051, best-error: 3.1196432850594378 worst-error: 3.127316402740112 SearchModels iteration 48> population: 16, bsize: 64, queue: 55, observed: 3106, best-error: 3.1172087239208084 worst-error: 3.1248697206996487 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3164, best-error: 3.1172087239208084 worst-error: 3.1227908144317365 SearchModels iteration 50> population: 16, bsize: 64, queue: 55, observed: 3219, best-error: 3.1113476508524656 worst-error: 3.1200293215377246 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3276, best-error: 3.103779029158512 worst-error: 3.1181163903923093 SearchModels iteration 52> population: 16, bsize: 64, queue: 56, observed: 3332, best-error: 3.097133086975368 worst-error: 3.1147170605518086 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3390, best-error: 3.097133086975368 worst-error: 3.1096218266772486 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3450, best-error: 3.0847729179335355 worst-error: 3.106102060115786 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3508, best-error: 3.0847729179335355 worst-error: 3.102750744693638 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3567, best-error: 3.08244576208748 worst-error: 3.0979008129544856 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3624, best-error: 3.08244576208748 worst-error: 3.094310097495692 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3683, best-error: 3.08244576208748 worst-error: 3.089939349926383 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3743, best-error: 3.08244576208748 worst-error: 3.0879156638499428 SearchModels iteration 60> population: 16, bsize: 64, queue: 59, observed: 3802, best-error: 3.071537709157533 worst-error: 3.085097000585275 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3862, best-error: 3.071537709157533 worst-error: 3.0826206292565455 SearchModels iteration 62> population: 16, bsize: 64, queue: 55, observed: 3917, best-error: 3.065851086082357 worst-error: 3.0783720405328987 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3976, best-error: 3.065851086082357 worst-error: 3.076035957496165 SearchModels iteration 64> population: 16, bsize: 64, queue: 61, observed: 4037, best-error: 3.0635984012144073 worst-error: 3.071473348231044 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4097, best-error: 3.053234854607635 worst-error: 3.067843219687284 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4157, best-error: 3.053234854607635 worst-error: 3.0635984012144073 SearchModels iteration 67> population: 16, bsize: 64, queue: 57, observed: 4214, best-error: 3.047937143932841 worst-error: 3.059812927873094 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4273, best-error: 3.047937143932841 worst-error: 3.0573786204004265 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4332, best-error: 3.047937143932841 worst-error: 3.053398601196667 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4389, best-error: 3.047539153779524 worst-error: 3.051527465183551 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4450, best-error: 3.0468796921232952 worst-error: 3.0502117139734866 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4510, best-error: 3.0383473514693025 worst-error: 3.0488105691698593 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4569, best-error: 3.0383473514693025 worst-error: 3.0470139758558905 SearchModels iteration 74> population: 16, bsize: 64, queue: 61, observed: 4630, best-error: 3.0383473514693025 worst-error: 3.043143163513114 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4689, best-error: 3.0375767389002917 worst-error: 3.0420294080480965 SearchModels iteration 76> population: 16, bsize: 64, queue: 57, observed: 4746, best-error: 3.03675375992372 worst-error: 3.040683396673231 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4803, best-error: 3.035547628452526 worst-error: 3.0393885502669207 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4861, best-error: 3.035547628452526 worst-error: 3.038339105885436 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4921, best-error: 3.0330189193792254 worst-error: 3.036894460899664 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4981, best-error: 3.02962896362289 worst-error: 3.035853074811774 SearchModels iteration 81> population: 16, bsize: 64, queue: 58, observed: 5039, best-error: 3.02962896362289 worst-error: 3.033817530995479 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5098, best-error: 3.0276892004885156 worst-error: 3.0322921861846184 SearchModels iteration 83> population: 16, bsize: 64, queue: 61, observed: 5159, best-error: 3.0267392613783968 worst-error: 3.0308861793703437 SearchModels iteration 84> population: 16, bsize: 64, queue: 57, observed: 5216, best-error: 3.0263883572041546 worst-error: 3.028974029367439 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5275, best-error: 3.0197530891753 worst-error: 3.027846890460607 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5332, best-error: 3.0197530891753 worst-error: 3.026864485401251 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5389, best-error: 3.0197530891753 worst-error: 3.023876632453398 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5445, best-error: 3.01527502031016 worst-error: 3.0212063394510733 SearchModels iteration 89> population: 16, bsize: 64, queue: 55, observed: 5500, best-error: 3.013416826107867 worst-error: 3.019685886219581 SearchModels iteration 90> population: 16, bsize: 64, queue: 55, observed: 5555, best-error: 3.013416826107867 worst-error: 3.0175486305346935 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5613, best-error: 3.012342162127972 worst-error: 3.0163687148025162 SearchModels iteration 92> population: 16, bsize: 64, queue: 55, observed: 5668, best-error: 3.0114698505346786 worst-error: 3.0148860868119796 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5726, best-error: 3.0081863151590125 worst-error: 3.0132255651277378 SearchModels iteration 94> population: 16, bsize: 64, queue: 54, observed: 5780, best-error: 3.004351906965257 worst-error: 3.01101903462864 SearchModels iteration 95> population: 16, bsize: 64, queue: 53, observed: 5833, best-error: 3.004235770508167 worst-error: 3.009342365931246 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5891, best-error: 3.0036324217008556 worst-error: 3.0066682798246664 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5950, best-error: 2.9998958685835118 worst-error: 3.0045804183191813 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6009, best-error: 2.9968373995280917 worst-error: 3.00285257820093 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6068, best-error: 2.9968373995280917 worst-error: 3.0016139531377535 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.804052709832011, 0.6402729145903763, 0.04773149363848117, 0.1119197720867875, 0.4956851495315102] 1 => ([0.4152596110702542, 0.06754272391269263, 0.14610387368469752, 0.12005148607438296, 0.4944058502205193] => 2.9968373995280917) 2 => ([0.4110222681001496, 0.06684669135324138, 0.14610387368469752, 0.12005148607438296, 0.4944058502205193] => 2.9979655651773824) 3 => ([0.4177996550615875, 0.06765928821778759, 0.14588268192752346, 0.12005148603940233, 0.4944058502209494] => 2.9981670664531266) 4 => ([0.41945415259621643, 0.06822497364918448, 0.14757967038858336, 0.12005148607438296, 0.4944058502205193] => 2.9986985546146223) 5 => ([0.415238210348183, 0.06720159904444672, 0.14684177203664045, 0.12005148607438296, 0.4944058502205193] => 2.998781510505646) 6 => ([0.4179975529967222, 0.06753016192145557, 0.14682000624550418, 0.12005148604147708, 0.49440585022092387] => 2.9988419258476395) 7 => ([0.4144003571952939, 0.06704353413357145, 0.14623164367437952, 0.1200514860201329, 0.4944058502211863] => 2.9988501633707676) 8 => ([0.4159002822337411, 0.06718903705320964, 0.14608210789356127, 0.12005148604147708, 0.49440585022092387] => 2.9991769189169877) 9 => ([0.41678140070367076, 0.067376699057448, 0.14699488686913098, 0.12005148602847439, 0.49440585022108374] => 2.999199670571284) 10 => ([0.4131409395852019, 0.0668604741762008, 0.14610387368469752, 0.12005148607438296, 0.4944058502205193] => 2.9992041163666876) 11 => ([0.41366302481345296, 0.06698939427503722, 0.14588268192752346, 0.12005148603940233, 0.4944058502209494] => 2.999250859832978) 12 => ([0.4127936229123087, 0.06673572199944211, 0.14629900311361974, 0.1200514860374754, 0.49440585022097305] => 2.9994488652092888) 13 => ([0.4150888482126822, 0.06701237896299286, 0.1461366664965039, 0.12005148604901994, 0.49440585022083117] => 2.9995531703390355) 14 => ([0.4150110615595636, 0.06697136540806539, 0.1461544707063589, 0.12005148602191201, 0.49440585022116446] => 2.999705437255383) 15 => ([0.4126629820385447, 0.06674119938439782, 0.14598239491054235, 0.12005148604043972, 0.49440585022093664] => 2.9997700064606696) 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: 162, observed: 1132, best-error: 0.4999999999999982 worst-error: 20.000000000000004 SearchModels iteration 2> population: 16, bsize: 32, queue: 166, observed: 1298, best-error: 0.2500000000000021 worst-error: 4.0 SearchModels iteration 3> population: 16, bsize: 32, queue: 174, observed: 1472, best-error: 0.008789062499999984 worst-error: 0.7556640625000027 SearchModels iteration 4> population: 16, bsize: 32, queue: 176, observed: 1648, best-error: 0.008789062499999984 worst-error: 0.15015869140624996 SearchModels iteration 5> population: 16, bsize: 32, queue: 179, observed: 1827, best-error: 0.003794097900390302 worst-error: 0.03773681640624922 SearchModels iteration 6> population: 16, bsize: 32, queue: 173, observed: 2000, best-error: 0.0010375976562499777 worst-error: 0.01143569946289061 SearchModels iteration 7> population: 16, bsize: 32, queue: 180, observed: 2180, best-error: 0.0010375976562499777 worst-error: 0.005756416916846802 SearchModels iteration 8> population: 16, bsize: 32, queue: 175, observed: 2355, best-error: 0.000755348801612899 worst-error: 0.002971191406249815 SearchModels iteration 9> population: 16, bsize: 32, queue: 166, observed: 2521, best-error: 0.0005209529772400646 worst-error: 0.0013166904449462891 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2695, best-error: 0.0004702478647231916 worst-error: 0.000755348801612899 SearchModels iteration 11> population: 16, bsize: 32, queue: 157, observed: 2852, best-error: 0.00035171508789062463 worst-error: 0.0005612098822893819 SearchModels iteration 12> population: 16, bsize: 32, queue: 166, observed: 3018, best-error: 0.00035171508789062463 worst-error: 0.00044941734727216434 SearchModels iteration 13> population: 16, bsize: 32, queue: 160, observed: 3178, best-error: 0.00035171508789062463 worst-error: 0.0003993837839515795 SearchModels iteration 14> population: 16, bsize: 32, queue: 173, observed: 3351, best-error: 0.00035171508789062463 worst-error: 0.00037768136332488465 SearchModels iteration 15> population: 16, bsize: 32, queue: 155, observed: 3506, best-error: 0.00035171508789062463 worst-error: 0.00036682434616807367 SearchModels iteration 16> population: 16, bsize: 32, queue: 150, observed: 3656, best-error: 0.00035171508789062463 worst-error: 0.0003604484138404596 SearchModels iteration 17> population: 16, bsize: 32, queue: 158, observed: 3814, best-error: 0.00035171508789062463 worst-error: 0.000357346051360417 SearchModels iteration 18> population: 16, bsize: 32, queue: 155, observed: 3969, best-error: 0.00035171508789062463 worst-error: 0.00035461632855059855 SearchModels iteration 19> population: 16, bsize: 32, queue: 132, observed: 4101, best-error: 0.00035171508789062463 worst-error: 0.0003531860822160527 SearchModels iteration 20> population: 16, bsize: 32, queue: 134, observed: 4235, best-error: 0.00035171508789062463 worst-error: 0.0003524900308184761 SearchModels iteration 21> population: 16, bsize: 32, queue: 133, observed: 4368, best-error: 0.00035171508789062463 worst-error: 0.00035213563605736867 SearchModels iteration 22> population: 16, bsize: 32, queue: 134, observed: 4502, best-error: 0.00035171508789062463 worst-error: 0.00035198459275131966 SearchModels iteration 23> population: 16, bsize: 32, queue: 126, observed: 4628, best-error: 0.00035171508789062463 worst-error: 0.0003518628206936693 SearchModels> stop by convergence error=(1.0187530517578125, 1.0378932952880857) => 0.00035180308049099395, iter=24 (of 300) 1 => ((1.01875, 1.0378906249999997) => 0.00035171508789062463) 2 => ((1.01875, 1.0378932952880857) => 0.00035173666256014245) 3 => ((1.0187507629394532, 1.0378919601440426) => 0.0003517419898753603) 4 => ((1.0187515258789062, 1.0378906249999997) => 0.00035174898834301293) 5 => ((1.01875, 1.0378959655761717) => 0.0003517596633173527) 6 => ((1.0187507629394532, 1.0378946304321288) => 0.0003517634474016513) 7 => ((1.0187515258789062, 1.0378932952880857) => 0.00035176890263775975) 8 => ((1.01875, 1.0378973007202146) => 0.00035177169847884146) 9 => ((1.0187515258789062, 1.03789529800415) => 0.00035178477422886673) 10 => ((1.0187530517578125, 1.0378906249999997) => 0.0003517848265735051) 11 => ((1.0187522888183596, 1.0378932952880857) => 0.0003517857493418877) 12 => ((1.0187507629394532, 1.0378973007202146) => 0.00035178633101563107) 13 => ((1.0187515258789062, 1.0378959655761717) => 0.00035179024302019906) 14 => ((1.0187522888183593, 1.0378946304321288) => 0.0003517958261779825) 15 => ((1.0187515258789062, 1.0378973007202146) => 0.0003518014479943024) ===== 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: 169, observed: 1142, best-error: 0.32000000000000195 worst-error: 36.019999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 155, observed: 1297, best-error: 0.30312500000000003 worst-error: 2.319999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 153, observed: 1450, best-error: 0.30312500000000003 worst-error: 0.903125 SearchModels iteration 4> population: 16, bsize: 32, queue: 152, observed: 1602, best-error: 0.25 worst-error: 0.5125 SearchModels iteration 5> population: 16, bsize: 32, queue: 147, observed: 1749, best-error: 0.25 worst-error: 0.34332275390625006 SearchModels iteration 6> population: 16, bsize: 32, queue: 148, observed: 1897, best-error: 0.25 worst-error: 0.28910400390624996 SearchModels iteration 7> population: 16, bsize: 32, queue: 145, observed: 2042, best-error: 0.25 worst-error: 0.2725807189941407 SearchModels iteration 8> population: 16, bsize: 32, queue: 138, observed: 2180, best-error: 0.25 worst-error: 0.2603376156464219 SearchModels iteration 9> population: 16, bsize: 32, queue: 145, observed: 2325, best-error: 0.25 worst-error: 0.25555510882288207 SearchModels iteration 10> population: 16, bsize: 32, queue: 145, observed: 2470, best-error: 0.25 worst-error: 0.25319558527553454 SearchModels iteration 11> population: 16, bsize: 32, queue: 163, observed: 2633, best-error: 0.25 worst-error: 0.25220227387035266 SearchModels iteration 12> population: 16, bsize: 32, queue: 142, observed: 2775, best-error: 0.25 worst-error: 0.2509193325415253 SearchModels iteration 13> population: 16, bsize: 32, queue: 114, observed: 2889, best-error: 0.25 worst-error: 0.25034427642822266 SearchModels iteration 14> population: 16, bsize: 32, queue: 96, observed: 2985, best-error: 0.25 worst-error: 0.2501373291015625 SearchModels iteration 15> population: 16, bsize: 32, queue: 89, observed: 3074, best-error: 0.25 worst-error: 0.25006103515625 SearchModels iteration 16> population: 16, bsize: 32, queue: 103, observed: 3177, best-error: 0.25 worst-error: 0.2500215172767639 SearchModels iteration 17> population: 16, bsize: 32, queue: 96, observed: 3273, best-error: 0.25 worst-error: 0.2500089444220066 SearchModels iteration 18> population: 16, bsize: 32, queue: 93, observed: 3366, best-error: 0.25 worst-error: 0.25000469479709864 SearchModels iteration 19> population: 16, bsize: 32, queue: 90, observed: 3456, best-error: 0.25 worst-error: 0.2500019706785679 SearchModels iteration 20> population: 16, bsize: 32, queue: 93, observed: 3549, best-error: 0.25 worst-error: 0.25000086636282504 SearchModels iteration 21> population: 16, bsize: 32, queue: 99, observed: 3648, best-error: 0.25 worst-error: 0.25000038190046325 SearchModels iteration 22> population: 16, bsize: 32, queue: 96, observed: 3744, best-error: 0.25 worst-error: 0.25000018581340555 SearchModels iteration 23> population: 16, bsize: 32, queue: 97, observed: 3841, best-error: 0.25 worst-error: 0.25000007181461115 SearchModels> stop by convergence error=(0.5, 0.24998183250427247) => 0.2500000330057901, iter=24 (of 300) 1 => ((0.5, 0.25) => 0.25) 2 => ((0.5, 0.249991512298584) => 0.25000000720410753) 3 => ((0.5, 0.24999113082885743) => 0.2500000078662197) 4 => ((0.5, 0.24999074935913085) => 0.25000000855743565) 5 => ((0.5, 0.24999003410339354) => 0.2500000099319095) 6 => ((0.5, 0.24998888969421387) => 0.25000001234388947) 7 => ((0.5, 0.24998855590820312) => 0.2500000130967237) 8 => ((0.5, 0.24998831748962402) => 0.25000001364810487) 9 => ((0.5, 0.2499868392944336) => 0.2500000173204171) 10 => ((0.5, 0.2499858856201172) => 0.25000001992157195) 11 => ((0.5, 0.2499844551086426) => 0.25000002416436473) 12 => ((0.5, 0.24998302459716798) => 0.25000002881643013) 13 => ((0.5, 0.24998264312744142) => 0.2500000301261025) 14 => ((0.5, 0.24998226165771487) => 0.2500000314648787) 15 => ((0.5, 0.24998188018798828) => 0.25000003283275873) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 21.4s PkgEval succeeded after 64.64s