Reset training subject: 740159984752800 Reset training subject: 740164853956300 Adding measurement 3b332962 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=10.145475130962398;dx=-3.1222305999743516E-5 New Minimum: 10.145475130962398 > 10.145408234105524 WOLFE (weak): th(2.154434690031884)=10.145408234105524; dx=-3.122188853265012E-5 evalInputDelta=6.689685687355507E-5 New Minimum: 10.145408234105524 > 10.145340845510333 WOLFE (weak): th(4.308869380063768)=10.145340845510333; dx=-3.1221116854050265E-5 evalInputDelta=1.3428545206473075E-4 New Minimum: 10.145340845510333 > 10.145071725688549 WOLFE (weak): th(12.926608140191302)=10.145071725688549; dx=-3.122019927334856E-5 evalInputDelta=4.034052738486338E-4 New Minimum: 10.145071725688549 > 10.143861192611004 WOLFE (weak): th(51.70643256076521)=10.143861192611004; dx=-3.120810373970151E-5 evalInputDelta=0.0016139383513937844 New Minimum: 10.143861192611004 > 10.137410809861382 WOLFE (weak): th(258.53216280382605)=10.137410809861382; dx=-3.11589901655917E-5 evalInputDelta=0.008064321101015182 New Minimum: 10.137410809861382 > 10.097301046889063 WOLFE (weak): th(1551.1929768229563)=10.097301046889063; dx=-3.089126021261793E-5 evalInputDelta=0.048174084073334456 New Minimum: 10.097301046889063 > 9.819631846921977 WOLFE (weak): th(10858.350837760694)=9.819631846921977; dx=-2.876210441969789E-5 evalInputDelta=0.3258432840404204 New Minimum: 9.819631846921977 > 8.158208287437112 END: th(86866.80670208555)=8.158208287437112; dx=-1.621808407771194E-5 evalInputDelta=1.9872668435252852 Fitness changed from 10.145475130962398 to 8.158208287437112 Iteration 1 complete. Error: 8.158208287437112 Total: 54.6864; Orientation: 0.0187; Line Search: 40.4460 Iteration 1 ![Iteration 1](etc/a958374c-25ed-4600-afe2-78ebd6635700.jpg) Adding measurement 4087c7fc to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=8.158208287437112;dx=-1.1304505724860625E-5 New Minimum: 8.158208287437112 > 6.5312216849662 END: th(187148.86177126726)=6.5312216849662; dx=-6.53578807151926E-6 evalInputDelta=1.6269866024709128 Fitness changed from 8.158208287437112 to 6.5312216849662 Iteration 2 complete. Error: 6.5312216849662 Total: 13.3412; Orientation: 0.0085; Line Search: 8.9883 Iteration 2 ![Iteration 2](etc/59e14413-0302-43ac-8c94-b21ee9db4782.jpg) Adding measurement 69aa7d76 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=6.5312216849662;dx=-5.029672332743474E-6 New Minimum: 6.5312216849662 > 4.996499643067322 END: th(403200.00000000006)=4.996499643067322; dx=-2.869012832288299E-6 evalInputDelta=1.5347220418988776 Fitness changed from 6.5312216849662 to 4.996499643067322 Iteration 3 complete. Error: 4.996499643067322 Total: 13.3092; Orientation: 0.0083; Line Search: 8.8850 Iteration 3 ![Iteration 3](etc/f34526dd-ceef-4929-bdc0-dcdb1b5b651d.jpg) Adding measurement 3b42121d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.381e+03, gradient 1.549e-03, dot -0.989; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.145475130962398, 8.158208287437112, 6.5312216849662, 4.996499643067322 LBFGS Accumulation History: 3 points Removed measurement 3b332962 to history. Total: 4 th(0)=4.996499643067322;dx=-2.399925949850993E-6 New Minimum: 4.996499643067322 > 3.5110961353416172 END: th(868668.0670208557)=3.5110961353416172; dx=-1.2341306665053323E-6 evalInputDelta=1.4854035077257048 Fitness changed from 4.996499643067322 to 3.5110961353416172 Iteration 4 complete. Error: 3.5110961353416172 Total: 13.4076; Orientation: 0.2556; Line Search: 8.7702 Iteration 4 ![Iteration 4](etc/e54e07b4-8a3f-4e09-9714-8ea7b97f5ac9.jpg) Adding measurement 2fbe26da to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.905e+03, gradient 1.054e-03, dot -0.963; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.158208287437112, 6.5312216849662, 4.996499643067322, 3.5110961353416172 LBFGS Accumulation History: 3 points Removed measurement 4087c7fc to history. Total: 4 th(0)=3.5110961353416172;dx=-1.1103201569635608E-6 New Minimum: 3.5110961353416172 > 2.230272844466727 END: th(1871488.617712673)=2.230272844466727; dx=-4.0232427617307987E-7 evalInputDelta=1.2808232908748902 Fitness changed from 3.5110961353416172 to 2.230272844466727 Iteration 5 complete. Error: 2.230272844466727 Total: 13.7282; Orientation: 0.2525; Line Search: 8.8704 Iteration 5 ![Iteration 5](etc/e05cac05-684c-4f9b-b914-912eb571a54f.jpg) Adding measurement 7793ad58 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.647e+03, gradient 6.733e-04, dot -0.903; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.5312216849662, 4.996499643067322, 3.5110961353416172, 2.230272844466727 LBFGS Accumulation History: 3 points Removed measurement 69aa7d76 to history. Total: 4 th(0)=2.230272844466727;dx=-4.5334082794196347E-7 New Minimum: 2.230272844466727 > 1.4587293204479677 END: th(4032000.0000000014)=1.4587293204479677; dx=-2.8005703475018036E-8 evalInputDelta=0.7715435240187594 Fitness changed from 2.230272844466727 to 1.4587293204479677 Iteration 6 complete. Error: 1.4587293204479677 Total: 13.5600; Orientation: 0.2343; Line Search: 8.9148 Adding measurement 4099209b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.970e+03, gradient 5.761e-04, dot -0.739; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.996499643067322, 3.5110961353416172, 2.230272844466727, 1.4587293204479677 LBFGS Accumulation History: 3 points Removed measurement 3b42121d to history. Total: 4 th(0)=1.4587293204479677;dx=-3.318368300832411E-7 Armijo: th(8686680.670208558)=1.7745947754804021; dx=1.8668627749314254E-7 evalInputDelta=-0.31586545503243446 New Minimum: 1.4587293204479677 > 1.169803700819559 WOLF (strong): th(4343340.335104279)=1.169803700819559; dx=7.476913291287706E-8 evalInputDelta=0.2889256196284087 END: th(1447780.1117014263)=1.1918627927798537; dx=-8.735115638301442E-8 evalInputDelta=0.2668665276681139 Fitness changed from 1.4587293204479677 to 1.169803700819559 Iteration 7 complete. Error: 1.169803700819559 Total: 22.4453; Orientation: 0.2349; Line Search: 17.6788 Adding measurement 716185fe to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.605e+03, gradient 6.523e-04, dot -0.691; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.5110961353416172, 2.230272844466727, 1.4587293204479677, 1.169803700819559 LBFGS Accumulation History: 3 points Removed measurement 2fbe26da to history. Total: 4 th(0)=1.169803700819559;dx=-4.254800453008191E-7 New Minimum: 1.169803700819559 > 0.9646283993747948 WOLF (strong): th(3119147.6961877886)=0.9646283993747948; dx=8.885967618193716E-8 evalInputDelta=0.20517530144476415 New Minimum: 0.9646283993747948 > 0.900603640825401 END: th(1559573.8480938943)=0.900603640825401; dx=-5.53292873089494E-9 evalInputDelta=0.26920005999415797 Fitness changed from 1.169803700819559 to 0.900603640825401 Iteration 8 complete. Error: 0.900603640825401 Total: 18.1046; Orientation: 0.2352; Line Search: 13.3497 Adding measurement 7061622 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.069e+03, gradient 4.861e-04, dot -0.637; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.230272844466727, 1.4587293204479677, 1.169803700819559, 0.900603640825401 LBFGS Accumulation History: 3 points Removed measurement 7793ad58 to history. Total: 4 th(0)=0.900603640825401;dx=-2.362850555379471E-7 New Minimum: 0.900603640825401 > 0.837014762541014 WOLF (strong): th(3360000.0000000014)=0.837014762541014; dx=3.7793427980813106E-8 evalInputDelta=0.06358887828438697 New Minimum: 0.837014762541014 > 0.7758852189691554 WOLF (strong): th(1680000.0000000007)=0.7758852189691554; dx=3.3201665353459064E-8 evalInputDelta=0.1247184218562456 END: th(560000.0000000002)=0.8017169494366725; dx=-1.1646377126796795E-7 evalInputDelta=0.09888669138872852 Fitness changed from 0.900603640825401 to 0.7758852189691554 Iteration 9 complete. Error: 0.7758852189691554 Total: 22.6004; Orientation: 0.2358; Line Search: 18.0344 Adding measurement 307e4c44 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.462e+02, gradient 5.308e-04, dot -0.602; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4587293204479677, 1.169803700819559, 0.900603640825401, 0.7758852189691554 LBFGS Accumulation History: 3 points Removed measurement 4099209b to history. Total: 4 th(0)=0.7758852189691554;dx=-2.817114677486838E-7 New Minimum: 0.7758852189691554 > 0.6511247438831811 WOLF (strong): th(1206483.4264178555)=0.6511247438831811; dx=4.088556331240164E-8 evalInputDelta=0.12476047508597432 END: th(603241.7132089278)=0.6632311965625182; dx=-9.482749025957655E-8 evalInputDelta=0.11265402240663724 Fitness changed from 0.7758852189691554 to 0.6511247438831811 Iteration 10 complete. Error: 0.6511247438831811 Total: 17.9639; Orientation: 0.2368; Line Search: 13.3636 Iteration 10 ![Iteration 10](etc/1685b06a-1982-457b-b9f9-ae9ce0bdce2c.jpg) Adding measurement 6babffb5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.030e+02, gradient 3.945e-04, dot -0.693; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.169803700819559, 0.900603640825401, 0.7758852189691554, 0.6511247438831811 LBFGS Accumulation History: 3 points Removed measurement 716185fe to history. Total: 4 th(0)=0.6511247438831811;dx=-1.556648083909305E-7 New Minimum: 0.6511247438831811 > 0.5530678614911351 END: th(1299644.8734115788)=0.5530678614911351; dx=-3.985003175218387E-9 evalInputDelta=0.09805688239204602 Fitness changed from 0.6511247438831811 to 0.5530678614911351 Iteration 11 complete. Error: 0.5530678614911351 Total: 13.6614; Orientation: 0.2378; Line Search: 9.1290 Adding measurement 5d7d8613 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.988e+02, gradient 3.389e-04, dot -0.714; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.900603640825401, 0.7758852189691554, 0.6511247438831811, 0.5530678614911351 LBFGS Accumulation History: 3 points Removed measurement 7061622 to history. Total: 4 th(0)=0.5530678614911351;dx=-1.1487179453454764E-7 New Minimum: 0.5530678614911351 > 0.4906892507142653 WOLF (strong): th(2800000.000000002)=0.4906892507142653; dx=3.265450121917048E-8 evalInputDelta=0.06237861077686979 New Minimum: 0.4906892507142653 > 0.46873936263061733 END: th(1400000.000000001)=0.46873936263061733; dx=-1.2393859245369741E-8 evalInputDelta=0.08432849886051774 Fitness changed from 0.5530678614911351 to 0.46873936263061733 Iteration 12 complete. Error: 0.46873936263061733 Total: 17.8874; Orientation: 0.2360; Line Search: 13.3010 Adding measurement b5c6a30 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.043e+03, gradient 3.227e-04, dot -0.717; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7758852189691554, 0.6511247438831811, 0.5530678614911351, 0.46873936263061733 LBFGS Accumulation History: 3 points Removed measurement 307e4c44 to history. Total: 4 th(0)=0.46873936263061733;dx=-1.041471143690192E-7 New Minimum: 0.46873936263061733 > 0.42396499204157556 WOLF (strong): th(3016208.5660446393)=0.42396499204157556; dx=2.9775073304298856E-8 evalInputDelta=0.04477437058904177 New Minimum: 0.42396499204157556 > 0.3934603658372917 END: th(1508104.2830223197)=0.3934603658372917; dx=-1.422761161495804E-9 evalInputDelta=0.07527899679332561 Fitness changed from 0.46873936263061733 to 0.3934603658372917 Iteration 13 complete. Error: 0.3934603658372917 Total: 17.8464; Orientation: 0.2373; Line Search: 13.2466 Adding measurement 433d9680 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.282e+03, gradient 3.447e-04, dot -0.655; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.6511247438831811, 0.5530678614911351, 0.46873936263061733, 0.3934603658372917 LBFGS Accumulation History: 3 points Removed measurement 6babffb5 to history. Total: 4 th(0)=0.3934603658372917;dx=-1.1884531991861964E-7 Armijo: th(3249112.1835289476)=0.401918279000113; dx=5.3986794474994616E-8 evalInputDelta=-0.008457913162821296 New Minimum: 0.3934603658372917 > 0.3279802960031166 WOLF (strong): th(1624556.0917644738)=0.3279802960031166; dx=2.1433754031150956E-8 evalInputDelta=0.06548006983417509 END: th(541518.6972548246)=0.34527187215299815; dx=-6.1402246499054E-8 evalInputDelta=0.048188493684293565 Fitness changed from 0.3934603658372917 to 0.3279802960031166 Iteration 14 complete. Error: 0.3279802960031166 Total: 22.3603; Orientation: 0.2371; Line Search: 17.5919 Adding measurement 174721c4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.283e+03, gradient 3.848e-04, dot -0.610; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.5530678614911351, 0.46873936263061733, 0.3934603658372917, 0.3279802960031166 LBFGS Accumulation History: 3 points Removed measurement 5d7d8613 to history. Total: 4 th(0)=0.3279802960031166;dx=-1.4804598150799246E-7 New Minimum: 0.3279802960031166 > 0.25325373475305546 WOLF (strong): th(1166666.6666666674)=0.25325373475305546; dx=9.803321361980043E-9 evalInputDelta=0.07472656125006116 END: th(583333.3333333337)=0.26739922227899005; dx=-6.184643738993733E-8 evalInputDelta=0.06058107372412658 Fitness changed from 0.3279802960031166 to 0.25325373475305546 Iteration 15 complete. Error: 0.25325373475305546 Total: 17.8201; Orientation: 0.2408; Line Search: 13.2311 Iteration 15 ![Iteration 15](etc/d61c0a57-27b3-4045-bee0-81833fada9eb.jpg) Adding measurement 3249e278 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.050e+03, gradient 2.955e-04, dot -0.717; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.46873936263061733, 0.3934603658372917, 0.3279802960031166, 0.25325373475305546 LBFGS Accumulation History: 3 points Removed measurement b5c6a30 to history. Total: 4 th(0)=0.25325373475305546;dx=-8.731501520718377E-8 New Minimum: 0.25325373475305546 > 0.19037024631079769 END: th(1256753.5691852665)=0.19037024631079769; dx=-1.700008409055617E-8 evalInputDelta=0.06288348844225777 Fitness changed from 0.25325373475305546 to 0.19037024631079769 Iteration 16 complete. Error: 0.19037024631079769 Total: 13.4355; Orientation: 0.2382; Line Search: 8.8403 Adding measurement 11787b64 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.004e+03, gradient 2.648e-04, dot -0.759; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.3934603658372917, 0.3279802960031166, 0.25325373475305546, 0.19037024631079769 LBFGS Accumulation History: 3 points Removed measurement 433d9680 to history. Total: 4 th(0)=0.19037024631079769;dx=-7.01267423213583E-8 New Minimum: 0.19037024631079769 > 0.13628524062039649 WOLF (strong): th(2707593.486274123)=0.13628524062039649; dx=1.73990308455455E-8 evalInputDelta=0.0540850056904012 New Minimum: 0.13628524062039649 > 0.13295969488855253 END: th(1353796.7431370616)=0.13295969488855253; dx=-1.7308525980208778E-8 evalInputDelta=0.05741055142224516 Fitness changed from 0.19037024631079769 to 0.13295969488855253 Iteration 17 complete. Error: 0.13295969488855253 Total: 17.7370; Orientation: 0.2375; Line Search: 13.2103 Adding measurement 64e7d698 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.285e+03, gradient 2.665e-04, dot -0.731; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.3279802960031166, 0.25325373475305546, 0.19037024631079769, 0.13295969488855253 LBFGS Accumulation History: 3 points Removed measurement 174721c4 to history. Total: 4 th(0)=0.13295969488855253;dx=-7.101167103984402E-8 New Minimum: 0.13295969488855253 > 0.09669162802002051 WOLF (strong): th(2916666.6666666693)=0.09669162802002051; dx=2.328873866334201E-8 evalInputDelta=0.03626806686853201 New Minimum: 0.09669162802002051 > 0.07977362586973724 END: th(1458333.3333333347)=0.07977362586973724; dx=-6.487371180270906E-9 evalInputDelta=0.053186069018815285 Fitness changed from 0.13295969488855253 to 0.07977362586973724 Iteration 18 complete. Error: 0.07977362586973724 Total: 18.0366; Orientation: 0.2368; Line Search: 13.4841 Adding measurement 1a1ccaaf to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.570e+03, gradient 2.967e-04, dot -0.660; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.25325373475305546, 0.19037024631079769, 0.13295969488855253, 0.07977362586973724 LBFGS Accumulation History: 3 points Removed measurement 3249e278 to history. Total: 4 th(0)=0.07977362586973724;dx=-8.801778990133864E-8 Armijo: th(3141883.9229631666)=0.09513579569021857; dx=4.055184943907857E-8 evalInputDelta=-0.01536216982048133 New Minimum: 0.07977362586973724 > 0.03724655645524977 WOLF (strong): th(1570941.9614815833)=0.03724655645524977; dx=2.208771739986714E-8 evalInputDelta=0.04252706941448747 END: th(523647.3204938611)=0.045647585203221874; dx=-4.4441172975758334E-8 evalInputDelta=0.03412604066651537 Fitness changed from 0.07977362586973724 to 0.03724655645524977 Iteration 19 complete. Error: 0.03724655645524977 Total: 23.2371; Orientation: 0.3445; Line Search: 17.5703 Adding measurement 5934ca1e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.408e+03, gradient 3.660e-04, dot -0.569; [ba07feb4-98cc-4e92-8d88-e9978177e0c1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.19037024631079769, 0.13295969488855253, 0.07977362586973724, 0.03724655645524977 LBFGS Accumulation History: 3 points Removed measurement 11787b64 to history. Total: 4 th(0)=0.03724655645524977;dx=-1.339560159546135E-7 New Minimum: 0.03724655645524977 > -0.019834535500579342 WOLF (strong): th(1128163.9526142182)=-0.019834535500579342; dx=1.8526107650448724E-8 evalInputDelta=0.05708109195582911 END: th(564081.9763071091)=-0.012787164932568151; dx=-4.6969926099599493E-8 evalInputDelta=0.05003372138781792 Fitness changed from 0.03724655645524977 to -0.019834535500579342 Iteration 20 complete. Error: -0.019834535500579342 Total: 17.7979; Orientation: 0.2358; Line Search: 13.2743 Iteration 20 ![Iteration 20](etc/6836951f-19b6-4845-be10-94b7cde3d5e1.jpg) Final threshold in iteration 21: -0.019834535500579342 (> -Infinity) after 382.979s (< 3600.000s)