Reset training subject: 2169900202912 Reset training subject: 2173515648617 Adding measurement 5765adec to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=23.13871928676963;dx=-1.5536625059813873E-5 New Minimum: 23.13871928676963 > 23.13865140452981 WOLFE (weak): th(2.154434690031884)=23.13865140452981; dx=-1.520811854989834E-5 evalInputDelta=6.7882239818573E-5 New Minimum: 23.13865140452981 > 23.138582352548838 WOLFE (weak): th(4.308869380063768)=23.138582352548838; dx=-1.4431186267808326E-5 evalInputDelta=1.3693422079086304E-4 Armijo: th(12.926608140191302)=23.151404973119497; dx=-1.5368024665574507E-5 evalInputDelta=-0.012685686349868774 New Minimum: 23.138582352548838 > 23.138467371463776 WOLF (strong): th(8.617738760127535)=23.138467371463776; dx=1.0967495714807414E-4 evalInputDelta=2.5191530585289E-4 WOLFE (weak): th(6.463304070095651)=23.13851356226951; dx=-1.5159354160235933E-5 evalInputDelta=2.0572450011968613E-4 WOLFE (weak): th(7.540521415111593)=23.1384795634076; dx=-1.5104663301669124E-5 evalInputDelta=2.3972336202859879E-4 New Minimum: 23.138467371463776 > 23.138461731374264 WOLFE (weak): th(8.079130087619564)=23.138461731374264; dx=-1.5052939440543968E-5 evalInputDelta=2.5755539536476135E-4 New Minimum: 23.138461731374264 > 23.138378901407123 END: th(8.348434423873549)=23.138378901407123; dx=-1.0977479325332343E-5 evalInputDelta=3.403853625059128E-4 Fitness changed from 23.13871928676963 to 23.138378901407123 Iteration 1 complete. Error: 23.138378901407123 Total: 39.6600; Orientation: 0.0336; Line Search: 29.5407 Iteration 1 ![Iteration 1](etc/8f4f630a-9baa-45cc-8c4a-7f41c083f84f.jpg) Adding measurement 5087f707 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=23.138378901407123;dx=-3.518703040825683E-5 Armijo: th(17.98615673024952)=23.15095162205398; dx=-1.4406483156614046E-5 evalInputDelta=-0.012572720646858215 Armijo: th(8.99307836512476)=23.15125075634569; dx=-1.5539671455146727E-5 evalInputDelta=-0.012871854938566685 Armijo: th(2.99769278837492)=23.15145045053214; dx=-1.2379904331707888E-5 evalInputDelta=-0.013071549125015736 Armijo: th(0.74942319709373)=23.13957672007382; dx=-8.253618927798075E-6 evalInputDelta=-0.0011978186666965485 New Minimum: 23.138378901407123 > 23.138374414294958 END: th(0.149884639418746)=23.138374414294958; dx=-1.627211941804409E-5 evalInputDelta=4.4871121644973755E-6 Fitness changed from 23.138378901407123 to 23.138374414294958 Iteration 2 complete. Error: 23.138374414294958 Total: 22.7049; Orientation: 0.0059; Line Search: 19.0589 Iteration 2 ![Iteration 2](etc/cc59d10f-96d5-4e4e-a654-1b7ce81ed4e5.jpg) Adding measurement 72d340f7 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=23.138374414294958;dx=-2.8648251151420455E-5 Armijo: th(0.3229166666666667)=23.143383311107755; dx=-4.531607625537403E-6 evalInputDelta=-0.005008896812796593 Armijo: th(0.16145833333333334)=23.13956745620817; dx=0.0010162662602063504 evalInputDelta=-0.0011930419132113457 Armijo: th(0.05381944444444445)=23.138470638543367; dx=1.6507141391916482E-4 evalInputDelta=-9.622424840927124E-5 Armijo: th(0.013454861111111112)=23.138382274657488; dx=-2.0108823778877406E-5 evalInputDelta=-7.860362529754639E-6 Armijo: th(0.002690972222222222)=23.138389909639955; dx=-5.1526137124378036E-5 evalInputDelta=-1.549534499645233E-5 Armijo: th(4.4849537037037037E-4)=23.138427345082164; dx=-2.272569801832276E-5 evalInputDelta=-5.2930787205696106E-5 Armijo: th(6.407076719576719E-5)=23.138374414294958; dx=-6.140207119932808E-4 evalInputDelta=0.0 END: th(8.008845899470899E-6)=23.138374414294958; dx=-2.1544460193324517E-5 evalInputDelta=0.0 Fitness changed from 23.138374414294958 to 23.138374414294958 Static Iteration Total: 32.2527; Orientation: 0.0044; Line Search: 28.6244 Iteration 3 failed. Error: 23.138374414294958 Previous Error: 0.0 -> 23.138374414294958 Retrying iteration 3 Reset training subject: 2264518182352 Adding measurement 275bcd25 to history. Total: 0 LBFGS Accumulation History: 1 points th(0)=23.138374414294958;dx=-5.117551114684689E-5 WOLFE (weak): th(1.725453543293971E-5)=23.138374414294958; dx=-5.73036834152926E-5 evalInputDelta=0.0 New Minimum: 23.138374414294958 > 23.138371909037232 WOLFE (weak): th(3.450907086587942E-5)=23.138371909037232; dx=-0.0015718922864123653 evalInputDelta=2.505257725715637E-6 Armijo: th(1.0352721259763827E-4)=23.13843628205359; dx=-2.5521205695505905E-4 evalInputDelta=-6.186775863170624E-5 Armijo: th(6.901814173175884E-5)=23.13838454335928; dx=-0.007530640600511495 evalInputDelta=-1.0129064321517944E-5 WOLFE (weak): th(5.176360629881913E-5)=23.138371909037232; dx=-0.008727526217129565 evalInputDelta=2.505257725715637E-6 Armijo: th(6.0390874015288986E-5)=23.138379776850343; dx=-5.7163589750950916E-5 evalInputDelta=-5.362555384635925E-6 Armijo: th(5.607724015705406E-5)=23.138379776850343; dx=-0.021519799858929933 evalInputDelta=-5.362555384635925E-6 WOLFE (weak): th(5.3920423227936596E-5)=23.138371909037232; dx=-0.0073039101458748 evalInputDelta=2.505257725715637E-6 WOLFE (weak): th(5.499883169249533E-5)=23.138371909037232; dx=-0.007245293551910399 evalInputDelta=2.505257725715637E-6 END: th(5.553803592477469E-5)=23.138371909037232; dx=-1.8289222893754364E-5 evalInputDelta=2.505257725715637E-6 Fitness changed from 23.138374414294958 to 23.138371909037232 Iteration 4 complete. Error: 23.138371909037232 Total: 41.4103; Orientation: 0.0040; Line Search: 35.2049 Iteration 4 ![Iteration 4](etc/1678d4d4-1f1f-412c-bbd1-41b5233ec8d5.jpg) Adding measurement 5a5c6971 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=23.138371909037232;dx=-3.878654569318732E-5 Armijo: th(1.196530712125716E-4)=23.138380017131567; dx=-2.1443800264109023E-5 evalInputDelta=-8.108094334602356E-6 Armijo: th(5.98265356062858E-5)=23.138380728662014; dx=-2.0682788631991037E-5 evalInputDelta=-8.819624781608582E-6 END: th(1.9942178535428598E-5)=23.138371909037232; dx=-1.975748852247819E-5 evalInputDelta=0.0 Fitness changed from 23.138371909037232 to 23.138371909037232 Static Iteration Total: 16.2871; Orientation: 0.0028; Line Search: 12.6181 Iteration 5 failed. Error: 23.138371909037232 Previous Error: 0.0 -> 23.138371909037232 Retrying iteration 5 Reset training subject: 2322215472341 Adding measurement 13c7630b to history. Total: 0 LBFGS Accumulation History: 1 points th(0)=23.138371909037232;dx=-2.0271292933975684E-5 WOLFE (weak): th(4.29641212315366E-5)=23.138371909037232; dx=-2.1051926546774464E-5 evalInputDelta=0.0 WOLFE (weak): th(8.59282424630732E-5)=23.138371909037232; dx=-2.4774220182021545E-5 evalInputDelta=0.0 Armijo: th(2.577847273892196E-4)=23.13838490843773; dx=-9.21972442488326E-5 evalInputDelta=-1.2999400496482849E-5 New Minimum: 23.138371909037232 > 23.138371558859944 WOLFE (weak): th(1.718564849261464E-4)=23.138371558859944; dx=-1.9759270921800885E-5 evalInputDelta=3.501772880554199E-7 New Minimum: 23.138371558859944 > 23.138371073640883 WOLFE (weak): th(2.14820606157683E-4)=23.138371073640883; dx=-2.056861451909297E-5 evalInputDelta=8.353963494300842E-7 Armijo: th(2.3630266677345131E-4)=23.13838490843773; dx=-1.1325991918994358E-4 evalInputDelta=-1.2999400496482849E-5 Armijo: th(2.2556163646556714E-4)=23.13838490843773; dx=-8.613444009435987E-5 evalInputDelta=-1.2999400496482849E-5 END: th(2.2019112131162509E-4)=23.138371073640883; dx=-1.6020560515375826E-5 evalInputDelta=8.353963494300842E-7 Fitness changed from 23.138371909037232 to 23.138371073640883 Iteration 6 complete. Error: 23.138371073640883 Total: 35.4633; Orientation: 0.0030; Line Search: 29.2036 Adding measurement 4747a378 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=23.138371073640883;dx=-1.271825496843875E-5 Armijo: th(4.743873901907839E-4)=23.13837297912687; dx=-6.44476217545191E-4 evalInputDelta=-1.905485987663269E-6 Armijo: th(2.3719369509539196E-4)=23.13837297912687; dx=-1.4220906462372522E-5 evalInputDelta=-1.905485987663269E-6 END: th(7.906456503179732E-5)=23.138371073640883; dx=-1.0675990404166574E-5 evalInputDelta=0.0 Fitness changed from 23.138371073640883 to 23.138371073640883 Static Iteration Total: 16.3327; Orientation: 0.0029; Line Search: 13.1930 Iteration 7 failed. Error: 23.138371073640883 Previous Error: 0.0 -> 23.138371073640883 Retrying iteration 7 Reset training subject: 2374011625596 Adding measurement 3cb18078 to history. Total: 0 LBFGS Accumulation History: 1 points th(0)=23.138371073640883;dx=-1.2292175175623116E-5 New Minimum: 23.138371073640883 > 23.138370843604207 END: th(1.70339441656786E-4)=23.138370843604207; dx=-6.747223632171827E-6 evalInputDelta=2.300366759300232E-7 Fitness changed from 23.138371073640883 to 23.138370843604207 Iteration 8 complete. Error: 23.138370843604207 Total: 12.5531; Orientation: 0.0026; Line Search: 6.3127 Adding measurement 6c505a4e to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=23.138370843604207;dx=-1.0327444069022417E-4 Armijo: th(3.669852021860419E-4)=23.13837250508368; dx=-1.5124732731559477E-5 evalInputDelta=-1.6614794731140137E-6 Armijo: th(1.8349260109302095E-4)=23.138372626155615; dx=-1.283520296048324E-5 evalInputDelta=-1.7825514078140259E-6 New Minimum: 23.138370843604207 > 23.138370836153626 END: th(6.116420036434031E-5)=23.138370836153626; dx=-1.5041424255071665E-5 evalInputDelta=7.450580596923828E-9 Fitness changed from 23.138370843604207 to 23.138370836153626 Iteration 9 complete. Error: 23.138370836153626 Total: 16.4007; Orientation: 0.0032; Line Search: 13.2750 Adding measurement 1df06221 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=23.138370836153626;dx=-1.5594559352423243E-5 Armijo: th(1.3177427505299555E-4)=23.13837178517133; dx=-1.0028602237026998E-5 evalInputDelta=-9.490177035331726E-7 WOLFE (weak): th(6.588713752649777E-5)=23.138370836153626; dx=-1.5042356923756903E-5 evalInputDelta=0.0 Armijo: th(9.883070628974666E-5)=23.13837178517133; dx=-8.126901271497656E-6 evalInputDelta=-9.490177035331726E-7 WOLFE (weak): th(8.235892190812222E-5)=23.138370836153626; dx=-1.5059712225509507E-5 evalInputDelta=0.0 Armijo: th(9.059481409893444E-5)=23.13837178517133; dx=-1.6013070597721778E-5 evalInputDelta=-9.490177035331726E-7 Armijo: th(8.647686800352834E-5)=23.13837178517133; dx=-1.0702334290829139E-5 evalInputDelta=-9.490177035331726E-7 Armijo: th(8.441789495582528E-5)=23.13837178517133; dx=-2.8954976875222647E-6 evalInputDelta=-9.490177035331726E-7 WOLFE (weak): th(8.338840843197376E-5)=23.138370836153626; dx=-1.708566930593131E-5 evalInputDelta=0.0 WOLFE (weak): th(8.390315169389952E-5)=23.138370836153626; dx=-1.644166768116639E-5 evalInputDelta=0.0 WOLFE (weak): th(8.41605233248624E-5)=23.138370836153626; dx=-1.6655743779358174E-5 evalInputDelta=0.0 WOLFE (weak): th(8.428920914034384E-5)=23.138370836153626; dx=-1.4961435856203249E-5 evalInputDelta=0.0 END: th(8.435355204808456E-5)=23.138370836153626; dx=-1.1994918178594378E-5 evalInputDelta=0.0 Fitness changed from 23.138370836153626 to 23.138370836153626 Static Iteration Total: 44.9978; Orientation: 0.0023; Line Search: 41.9316 Iteration 10 failed. Error: 23.138370836153626 Previous Error: 0.0 -> 23.138370836153626 Retrying iteration 10 Final threshold in iteration 10: 23.138370836153626 (> -Infinity) after 278.064s (< 1800.000s)