Reset training subject: 2758144153848 Reset training subject: 2761365681948 Adding measurement 7217c6ec to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=12.049857523292303;dx=-1.9164469320802983E-6 New Minimum: 12.049857523292303 > 12.049854848533869 WOLFE (weak): th(2.154434690031884)=12.049854848533869; dx=-1.9164467846037476E-6 evalInputDelta=2.6747584342956543E-6 New Minimum: 12.049854848533869 > 12.049851346760988 WOLFE (weak): th(4.308869380063768)=12.049851346760988; dx=-1.9164494455740652E-6 evalInputDelta=6.1765313148498535E-6 New Minimum: 12.049851346760988 > 12.049838673323393 WOLFE (weak): th(12.926608140191302)=12.049838673323393; dx=-1.9164437431492006E-6 evalInputDelta=1.8849968910217285E-5 New Minimum: 12.049838673323393 > 12.049780800938606 WOLFE (weak): th(51.70643256076521)=12.049780800938606; dx=-1.9163245203965327E-6 evalInputDelta=7.672235369682312E-5 New Minimum: 12.049780800938606 > 12.049474492669106 WOLFE (weak): th(258.53216280382605)=12.049474492669106; dx=-1.91622450676055E-6 evalInputDelta=3.8303062319755554E-4 New Minimum: 12.049474492669106 > 12.04755786433816 WOLFE (weak): th(1551.1929768229563)=12.04755786433816; dx=-1.9157215582180388E-6 evalInputDelta=0.002299658954143524 New Minimum: 12.04755786433816 > 12.033773850649595 WOLFE (weak): th(10858.350837760694)=12.033773850649595; dx=-1.9077209494409726E-6 evalInputDelta=0.016083672642707825 New Minimum: 12.033773850649595 > 11.922534868121147 WOLFE (weak): th(86866.80670208555)=11.922534868121147; dx=-1.8434586298711602E-6 evalInputDelta=0.12732265517115593 New Minimum: 11.922534868121147 > 11.101086359471083 END: th(781801.26031877)=11.101086359471083; dx=-1.1907706586756822E-6 evalInputDelta=0.9487711638212204 Fitness changed from 12.049857523292303 to 11.101086359471083 Iteration 1 complete. Error: 11.101086359471083 Total: 44.6775; Orientation: 0.0122; Line Search: 34.7249 Iteration 1 ![Iteration 1](etc/9a38eddb-dd6d-4148-b644-9024ff08b11e.jpg) Adding measurement 6a66ec67 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=11.101086359471083;dx=-1.368523295719848E-6 New Minimum: 11.101086359471083 > 9.829920545220375 END: th(1684339.7559414052)=9.829920545220375; dx=-6.860088207900527E-7 evalInputDelta=1.2711658142507076 Fitness changed from 11.101086359471083 to 9.829920545220375 Iteration 2 complete. Error: 9.829920545220375 Total: 10.3715; Orientation: 0.0127; Line Search: 6.6709 Iteration 2 ![Iteration 2](etc/a470079c-209e-43dc-9bbd-74ef752a09b3.jpg) Adding measurement 4948760a to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=9.829920545220375;dx=-1.0814696360647244E-6 New Minimum: 9.829920545220375 > 8.177626967430115 END: th(3628800.0)=8.177626967430115; dx=-3.0695500505541637E-7 evalInputDelta=1.6522935777902603 Fitness changed from 9.829920545220375 to 8.177626967430115 Iteration 3 complete. Error: 8.177626967430115 Total: 10.1519; Orientation: 0.0129; Line Search: 6.6985 Iteration 3 ![Iteration 3](etc/50105797-8a00-4bdd-8f83-2fa73f4ab004.jpg) Adding measurement 6acfffb0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.650e+03, gradient 9.149e-04, dot -0.495; [5851e37b-29e7-4a35-99de-f651f2c01031 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.177626967430115, 9.829920545220375, 11.101086359471083, 12.049857523292303 LBFGS Accumulation History: 3 points Removed measurement 6acfffb0 to history. Total: 3 th(0)=8.177626967430115;dx=-8.369650816889354E-7 New Minimum: 8.177626967430115 > 7.050167724490166 END: th(7818012.6031877)=7.050167724490166; dx=-5.666452901463323E-8 evalInputDelta=1.127459242939949 Fitness changed from 8.177626967430115 to 7.050167724490166 Iteration 4 complete. Error: 7.050167724490166 Total: 10.5433; Orientation: 0.3386; Line Search: 6.8365 Iteration 4 ![Iteration 4](etc/f1b496c8-efd1-4837-9ce8-3defa6281fed.jpg) Adding measurement 1009af to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.902e+03, gradient 7.982e-04, dot -0.316; [5851e37b-29e7-4a35-99de-f651f2c01031 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.050167724490166, 9.829920545220375, 11.101086359471083, 12.049857523292303 LBFGS Accumulation History: 3 points Removed measurement 1009af to history. Total: 3 th(0)=7.050167724490166;dx=-6.371639091874949E-7 Armijo: th(1.684339755941405E7)=8.050911247730255; dx=8.398946851063276E-8 evalInputDelta=-1.0007435232400894 New Minimum: 7.050167724490166 > 5.989459976553917 END: th(8421698.779707026)=5.989459976553917; dx=-2.916965612636549E-8 evalInputDelta=1.0607077479362488 Fitness changed from 7.050167724490166 to 5.989459976553917 Iteration 5 complete. Error: 5.989459976553917 Total: 16.1184; Orientation: 0.3483; Line Search: 12.4209 Iteration 5 ![Iteration 5](etc/d79a5f31-07f2-4a57-8722-cb6fb23c1170.jpg) Adding measurement 74747960 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.889e+03, gradient 6.111e-04, dot -0.298; [5851e37b-29e7-4a35-99de-f651f2c01031 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.989459976553917, 9.829920545220375, 11.101086359471083, 12.049857523292303 LBFGS Accumulation History: 3 points Removed measurement 74747960 to history. Total: 3 th(0)=5.989459976553917;dx=-3.7345900056420175E-7 Armijo: th(1.8144E7)=6.7194784283638; dx=4.3730209034396856E-8 evalInputDelta=-0.7300184518098831 New Minimum: 5.989459976553917 > 5.086295306682587 END: th(9072000.0)=5.086295306682587; dx=-4.5154703230502074E-8 evalInputDelta=0.9031646698713303 Fitness changed from 5.989459976553917 to 5.086295306682587 Iteration 6 complete. Error: 5.086295306682587 Total: 14.0914; Orientation: 0.4013; Line Search: 10.2202 Adding measurement 403787a7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.037e+03, gradient 4.650e-04, dot -0.316; [5851e37b-29e7-4a35-99de-f651f2c01031 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.086295306682587, 9.829920545220375, 11.101086359471083, 12.049857523292303 LBFGS Accumulation History: 3 points Removed measurement 403787a7 to history. Total: 3 th(0)=5.086295306682587;dx=-2.1623957593549794E-7 Armijo: th(1.954503150796925E7)=5.942574217915535; dx=1.052885415462826E-8 evalInputDelta=-0.8562789112329483 New Minimum: 5.086295306682587 > 4.716821670532227 END: th(9772515.753984625)=4.716821670532227; dx=-5.392836935999208E-8 evalInputDelta=0.3694736361503601 Fitness changed from 5.086295306682587 to 4.716821670532227 Iteration 7 complete. Error: 4.716821670532227 Total: 13.6046; Orientation: 0.3036; Line Search: 9.8400 Adding measurement 3c3accb8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.351e+03, gradient 3.893e-04, dot -0.334; [5851e37b-29e7-4a35-99de-f651f2c01031 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.716821670532227, 9.829920545220375, 11.101086359471083, 12.049857523292303 LBFGS Accumulation History: 3 points Removed measurement 3c3accb8 to history. Total: 3 th(0)=4.716821670532227;dx=-1.5152635922900304E-7 Armijo: th(2.1054246949267566E7)=5.834898367524147; dx=-9.577150971001756E-9 evalInputDelta=-1.1180766969919205 Armijo: th(1.0527123474633783E7)=4.744658708572388; dx=-5.3593704621689806E-8 evalInputDelta=-0.027837038040161133 New Minimum: 4.716821670532227 > 4.559165850281715 END: th(3509041.158211261)=4.559165850281715; dx=-1.117471435297096E-7 evalInputDelta=0.15765582025051117 Fitness changed from 4.716821670532227 to 4.559165850281715 Iteration 8 complete. Error: 4.559165850281715 Total: 18.1378; Orientation: 0.3023; Line Search: 14.6768 Adding measurement 33e9d25b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.773e+03, gradient 3.382e-04, dot -0.381; [5851e37b-29e7-4a35-99de-f651f2c01031 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.559165850281715, 9.829920545220375, 11.101086359471083, 12.049857523292303 LBFGS Accumulation History: 3 points Removed measurement 33e9d25b to history. Total: 3 th(0)=4.559165850281715;dx=-1.1439838031421938E-7 Armijo: th(7560000.000000001)=4.603210061788559; dx=-7.809330671313446E-8 evalInputDelta=-0.04404421150684357 New Minimum: 4.559165850281715 > 4.535036399960518 END: th(3780000.0000000005)=4.535036399960518; dx=-9.507464043132311E-8 evalInputDelta=0.02412945032119751 Fitness changed from 4.559165850281715 to 4.535036399960518 Iteration 9 complete. Error: 4.535036399960518 Total: 13.4713; Orientation: 0.3061; Line Search: 9.9802 Adding measurement 63b282ee to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.160e+03, gradient 3.189e-04, dot -0.402; [5851e37b-29e7-4a35-99de-f651f2c01031 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.535036399960518, 9.829920545220375, 11.101086359471083, 12.049857523292303 LBFGS Accumulation History: 3 points Removed measurement 63b282ee to history. Total: 3 th(0)=4.535036399960518;dx=-1.0172548258503568E-7 Armijo: th(8143763.128320522)=4.676380544900894; dx=-7.558542636799551E-8 evalInputDelta=-0.14134414494037628 Armijo: th(4071881.564160261)=4.5714201182127; dx=-8.735326505620397E-8 evalInputDelta=-0.03638371825218201 Armijo: th(1357293.854720087)=4.538826912641525; dx=-9.666324178758322E-8 evalInputDelta=-0.0037905126810073853 Armijo: th(339323.46368002176)=4.535273864865303; dx=-1.0040954831560774E-7 evalInputDelta=-2.3746490478515625E-4 Armijo: th(67864.69273600435)=4.535041302442551; dx=-1.0149291218976757E-7 evalInputDelta=-4.902482032775879E-6 New Minimum: 4.535036399960518 > 4.535035535693169 WOLFE (weak): th(11310.782122667391)=4.535035535693169; dx=-1.016594594704542E-7 evalInputDelta=8.642673492431641E-7 Armijo: th(39587.73742933587)=4.5350364446640015; dx=-1.0157754013894089E-7 evalInputDelta=-4.470348358154297E-8 New Minimum: 4.535035535693169 > 4.535035341978073 WOLFE (weak): th(25449.259776001632)=4.535035341978073; dx=-1.0162591080632905E-7 evalInputDelta=1.0579824447631836E-6 WOLFE (weak): th(32518.498602668755)=4.535035938024521; dx=-1.016000808896663E-7 evalInputDelta=4.6193599700927734E-7 WOLFE (weak): th(36053.118016002314)=4.535036250948906; dx=-1.0158960442483453E-7 evalInputDelta=1.4901161193847656E-7 Armijo: th(37820.42772266909)=4.535036504268646; dx=-1.0157546997159067E-7 evalInputDelta=-1.043081283569336E-7 Armijo: th(36936.772869335706)=4.53503642976284; dx=-1.0158357741116686E-7 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(36494.945442669006)=4.535036072134972; dx=-1.0158798665128534E-7 evalInputDelta=3.2782554626464844E-7 Armijo: th(36715.859156002356)=4.535036414861679; dx=-1.0158469641930353E-7 evalInputDelta=-1.4901161193847656E-8 WOLFE (weak): th(36605.40229933568)=4.535036072134972; dx=-1.0158571062967474E-7 evalInputDelta=3.2782554626464844E-7 WOLFE (weak): th(36660.63072766902)=4.535036280751228; dx=-1.015844621237875E-7 evalInputDelta=1.1920928955078125E-7 Armijo: th(36688.244941835685)=4.535036399960518; dx=-1.0158389488386231E-7 evalInputDelta=0.0 Armijo: th(36674.43783475235)=4.5350364446640015; dx=-1.0158485874033986E-7 evalInputDelta=-4.470348358154297E-8 Armijo: th(36667.53428121068)=4.53503642976284; dx=-1.015858368314885E-7 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(36664.08250443985)=4.535036280751228; dx=-1.0158550151634325E-7 evalInputDelta=1.1920928955078125E-7 WOLFE (weak): th(36665.80839282527)=4.5350362956523895; dx=-1.01585502232506E-7 evalInputDelta=1.043081283569336E-7 WOLFE (weak): th(36666.67133701798)=4.5350363701581955; dx=-1.0158550247359106E-7 evalInputDelta=2.9802322387695312E-8 WOLFE (weak): th(36667.10280911433)=4.535036146640778; dx=-1.0158583614331176E-7 evalInputDelta=2.5331974029541016E-7 WOLFE (weak): th(36667.3185451625)=4.535036191344261; dx=-1.0158583566031646E-7 evalInputDelta=2.086162567138672E-7 mu ~= nu (36667.3185451625): th(25449.259776001632)=4.535035341978073 Fitness changed from 4.535036399960518 to 4.535035341978073 Iteration 10 complete. Error: 4.535035341978073 Total: 93.3846; Orientation: 0.3062; Line Search: 89.4664 Iteration 10 ![Iteration 10](etc/aa1ee90b-37cd-4e00-9f22-1ae152617339.jpg) Final threshold in iteration 11: 4.535035341978073 (> -Infinity) after 244.610s (< 3600.000s)