Reset training subject: 213349687864100 Reset training subject: 213350306723400 Adding measurement 383cd77c to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-2.1418840423081904;dx=-8.754322428183917E-6 New Minimum: -2.1418840423081904 > -2.141895481358792 WOLFE (weak): th(2.154434690031884)=-2.141895481358792; dx=-8.742177918325013E-6 evalInputDelta=1.1439050601413925E-5 New Minimum: -2.141895481358792 > -2.1419070311830866 WOLFE (weak): th(4.308869380063768)=-2.1419070311830866; dx=-8.73653710350412E-6 evalInputDelta=2.2988874896157085E-5 New Minimum: -2.1419070311830866 > -2.141953005488011 WOLFE (weak): th(12.926608140191302)=-2.141953005488011; dx=-8.754762047095902E-6 evalInputDelta=6.89631798205248E-5 New Minimum: -2.141953005488011 > -2.1421597217322166 WOLFE (weak): th(51.70643256076521)=-2.1421597217322166; dx=-8.731001140669534E-6 evalInputDelta=2.756794240261762E-4 New Minimum: -2.1421597217322166 > -2.1432610016901674 WOLFE (weak): th(258.53216280382605)=-2.1432610016901674; dx=-8.733444451782858E-6 evalInputDelta=0.0013769593819770165 New Minimum: -2.1432610016901674 > -2.1501238958508972 WOLFE (weak): th(1551.1929768229563)=-2.1501238958508972; dx=-8.623350357195121E-6 evalInputDelta=0.008239853542706843 New Minimum: -2.1501238958508972 > -2.1980240330880996 WOLFE (weak): th(10858.350837760694)=-2.1980240330880996; dx=-8.270658083495906E-6 evalInputDelta=0.056139990779909166 New Minimum: -2.1980240330880996 > -2.384374765139791 END: th(86866.80670208555)=-2.384374765139791; dx=-4.2127675205694675E-6 evalInputDelta=0.24249072283160045 Fitness changed from -2.1418840423081904 to -2.384374765139791 Iteration 1 complete. Error: -2.384374765139791 Total: 7.5783; Orientation: 0.0165; Line Search: 5.8110 Iteration 1 ![Iteration 1](etc/dfbfdd49-3d46-4c8d-8885-1d80ea786971.jpg) Adding measurement 38d78a07 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-2.384374765139791;dx=-9.19550855081275E-6 Armijo: th(187148.86177126726)=-2.0571873365364106; dx=-9.544630332885362E-7 evalInputDelta=-0.32718742860338024 New Minimum: -2.384374765139791 > -2.440887053641481 END: th(93574.43088563363)=-2.440887053641481; dx=-3.2102310924850393E-6 evalInputDelta=0.05651228850169021 Fitness changed from -2.384374765139791 to -2.440887053641481 Iteration 2 complete. Error: -2.440887053641481 Total: 2.4952; Orientation: 0.0165; Line Search: 1.8793 Iteration 2 ![Iteration 2](etc/c77b9179-a445-4967-ad4c-9356808a2b75.jpg) Adding measurement 42b9b847 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-2.440887053641481;dx=-8.873963140214623E-6 Armijo: th(201600.00000000003)=-1.9760132503044803; dx=-1.3434236907615265E-6 evalInputDelta=-0.4648738033370008 New Minimum: -2.440887053641481 > -2.47031727042582 END: th(100800.00000000001)=-2.47031727042582; dx=-3.608760800043956E-6 evalInputDelta=0.02943021678433899 Fitness changed from -2.440887053641481 to -2.47031727042582 Iteration 3 complete. Error: -2.47031727042582 Total: 2.4905; Orientation: 0.0164; Line Search: 1.8695 Iteration 3 ![Iteration 3](etc/baeee365-d6d9-4a95-8ec5-c8028e70c807.jpg) Adding measurement 3340501 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.363e+03, gradient 2.955e-03, dot -0.424; [4c03ea91-8640-41ef-8d5c-d585fb2eef74 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.47031727042582, -2.440887053641481, -2.384374765139791, -2.1418840423081904 LBFGS Accumulation History: 3 points Removed measurement 3340501 to history. Total: 3 th(0)=-2.47031727042582;dx=-8.713973848240063E-6 Armijo: th(217167.01675521393)=-1.8545949878783716; dx=-1.5031398803465236E-6 evalInputDelta=-0.6157222825474484 Armijo: th(108583.50837760697)=-2.44664514165183; dx=-3.8125623037009887E-6 evalInputDelta=-0.023672128773990053 New Minimum: -2.47031727042582 > -2.55630875614358 END: th(36194.502792535655)=-2.55630875614358; dx=-6.881863574627834E-6 evalInputDelta=0.08599148571776016 Fitness changed from -2.47031727042582 to -2.55630875614358 Iteration 4 complete. Error: -2.55630875614358 Total: 3.3599; Orientation: 0.3156; Line Search: 2.4455 Iteration 4 ![Iteration 4](etc/38c10b7a-b67e-4445-994a-9b1921c065b0.jpg) Adding measurement 1456519e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.036e+03, gradient 2.727e-03, dot -0.459; [4c03ea91-8640-41ef-8d5c-d585fb2eef74 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.55630875614358, -2.440887053641481, -2.384374765139791, -2.1418840423081904 LBFGS Accumulation History: 3 points Removed measurement 1456519e to history. Total: 3 th(0)=-2.55630875614358;dx=-7.404581394484534E-6 New Minimum: -2.55630875614358 > -2.5964282471171813 END: th(77978.69240469471)=-2.5964282471171813; dx=-4.78862700808755E-6 evalInputDelta=0.040119490973601124 Fitness changed from -2.55630875614358 to -2.5964282471171813 Iteration 5 complete. Error: -2.5964282471171813 Total: 2.3458; Orientation: 0.3091; Line Search: 1.4735 Iteration 5 ![Iteration 5](etc/e55bfc78-e5e1-40da-b67a-87e3ef2b25eb.jpg) Adding measurement 28936392 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.970e+03, gradient 2.766e-03, dot -0.432; [4c03ea91-8640-41ef-8d5c-d585fb2eef74 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.5964282471171813, -2.440887053641481, -2.384374765139791, -2.1418840423081904 LBFGS Accumulation History: 3 points Removed measurement 28936392 to history. Total: 3 th(0)=-2.5964282471171813;dx=-7.628436314215625E-6 Armijo: th(168000.00000000006)=-2.351112856936135; dx=-3.26567834621652E-6 evalInputDelta=-0.2453153901810463 New Minimum: -2.5964282471171813 > -2.6246912417675667 END: th(84000.00000000003)=-2.6246912417675667; dx=-4.788248531223356E-6 evalInputDelta=0.028262994650385398 Fitness changed from -2.5964282471171813 to -2.6246912417675667 Iteration 6 complete. Error: -2.6246912417675667 Total: 2.7705; Orientation: 0.2968; Line Search: 1.8506 Adding measurement 66934a44 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.581e+03, gradient 2.786e-03, dot -0.420; [4c03ea91-8640-41ef-8d5c-d585fb2eef74 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.6246912417675667, -2.440887053641481, -2.384374765139791, -2.1418840423081904 LBFGS Accumulation History: 3 points Removed measurement 66934a44 to history. Total: 3 th(0)=-2.6246912417675667;dx=-7.716684566732787E-6 Armijo: th(180972.5139626783)=-2.269096222430023; dx=-3.1607374881298626E-6 evalInputDelta=-0.35559501933754367 Armijo: th(90486.25698133915)=-2.616979531663656; dx=-4.779028835400511E-6 evalInputDelta=-0.007711710103910807 New Minimum: -2.6246912417675667 > -2.6750825647310092 END: th(30162.08566044638)=-2.6750825647310092; dx=-6.648251895624221E-6 evalInputDelta=0.05039132296344251 Fitness changed from -2.6246912417675667 to -2.6750825647310092 Iteration 7 complete. Error: -2.6750825647310092 Total: 3.2521; Orientation: 0.3073; Line Search: 2.3918 Adding measurement 5ee546e4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.843e+03, gradient 2.665e-03, dot -0.438; [4c03ea91-8640-41ef-8d5c-d585fb2eef74 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.6750825647310092, -2.440887053641481, -2.384374765139791, -2.1418840423081904 LBFGS Accumulation History: 3 points Removed measurement 5ee546e4 to history. Total: 3 th(0)=-2.6750825647310092;dx=-7.069609485609745E-6 New Minimum: -2.6750825647310092 > -2.699120734712536 END: th(64982.24367057892)=-2.699120734712536; dx=-5.257179232502373E-6 evalInputDelta=0.024038169981526636 Fitness changed from -2.6750825647310092 to -2.699120734712536 Iteration 8 complete. Error: -2.699120734712536 Total: 2.1280; Orientation: 0.3060; Line Search: 1.2464 Adding measurement 75e32608 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.996e+03, gradient 2.612e-03, dot -0.422; [4c03ea91-8640-41ef-8d5c-d585fb2eef74 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.699120734712536, -2.440887053641481, -2.384374765139791, -2.1418840423081904 LBFGS Accumulation History: 3 points Removed measurement 75e32608 to history. Total: 3 th(0)=-2.699120734712536;dx=-6.798048610376129E-6 Armijo: th(140000.00000000006)=-2.553081117530607; dx=-3.885076375816135E-6 evalInputDelta=-0.1460396171819287 New Minimum: -2.699120734712536 > -2.718871127830483 END: th(70000.00000000003)=-2.718871127830483; dx=-5.165841332991326E-6 evalInputDelta=0.01975039311794724 Fitness changed from -2.699120734712536 to -2.718871127830483 Iteration 9 complete. Error: -2.718871127830483 Total: 2.9237; Orientation: 0.3085; Line Search: 2.0540 Adding measurement 344b7b7b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.492e+03, gradient 2.607e-03, dot -0.404; [4c03ea91-8640-41ef-8d5c-d585fb2eef74 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.718871127830483, -2.440887053641481, -2.384374765139791, -2.1418840423081904 LBFGS Accumulation History: 3 points Removed measurement 344b7b7b to history. Total: 3 th(0)=-2.718871127830483;dx=-6.7780133975499755E-6 Armijo: th(150810.42830223194)=-2.496133999290354; dx=-3.6920001127715013E-6 evalInputDelta=-0.22273712854012917 Armijo: th(75405.21415111597)=-2.7150890016411466; dx=-5.102940399578554E-6 evalInputDelta=-0.0037821261893364877 New Minimum: -2.718871127830483 > -2.744192920883097 WOLFE (weak): th(25135.071383705323)=-2.744192920883097; dx=-6.21572320228519E-6 evalInputDelta=0.025321793052613728 END: th(50270.142767410645)=-2.7424546947906725; dx=-5.666723806597359E-6 evalInputDelta=0.023583566960189373 Fitness changed from -2.718871127830483 to -2.744192920883097 Iteration 10 complete. Error: -2.744192920883097 Total: 4.0055; Orientation: 0.2924; Line Search: 3.1430 Iteration 10 ![Iteration 10](etc/8fd5a07c-8a11-4dfb-a63f-ce90d6e087aa.jpg) Adding measurement 7f6cd769 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.148e+04, gradient 2.561e-03, dot -0.410; [4c03ea91-8640-41ef-8d5c-d585fb2eef74 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.744192920883097, -2.440887053641481, -2.384374765139791, -2.1418840423081904 LBFGS Accumulation History: 3 points Removed measurement 7f6cd769 to history. Total: 3 th(0)=-2.744192920883097;dx=-6.545196333060418E-6 Armijo: th(108303.7394509649)=-2.6514065019658366; dx=-4.43435656359006E-6 evalInputDelta=-0.09278641891726025 New Minimum: -2.744192920883097 > -2.751968145132575 END: th(54151.86972548245)=-2.751968145132575; dx=-5.422949484901688E-6 evalInputDelta=0.007775224249478185 Fitness changed from -2.744192920883097 to -2.751968145132575 Iteration 11 complete. Error: -2.751968145132575 Total: 2.9677; Orientation: 0.5077; Line Search: 1.8547 Adding measurement a9fa77 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.363e+04, gradient 2.545e-03, dot -0.408; [4c03ea91-8640-41ef-8d5c-d585fb2eef74 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.751968145132575, -2.440887053641481, -2.384374765139791, -2.1418840423081904 LBFGS Accumulation History: 3 points Removed measurement a9fa77 to history. Total: 3 th(0)=-2.751968145132575;dx=-6.4615844674239745E-6 Armijo: th(116666.66666666674)=-2.62890644536051; dx=-4.173509829292531E-6 evalInputDelta=-0.12306169977206505 Armijo: th(58333.33333333337)=-2.7480069456488163; dx=-5.0799277936581105E-6 evalInputDelta=-0.003961199483758726 New Minimum: -2.751968145132575 > -2.7645897174944203 WOLFE (weak): th(19444.444444444456)=-2.7645897174944203; dx=-5.902111190404039E-6 evalInputDelta=0.012621572361845246 END: th(38888.88888888891)=-2.763143713349139; dx=-5.476887640753723E-6 evalInputDelta=0.01117556821656418 Fitness changed from -2.751968145132575 to -2.7645897174944203 Iteration 12 complete. Error: -2.7645897174944203 Total: 4.1512; Orientation: 0.3041; Line Search: 3.3093 Adding measurement 1441aa8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.340e+04, gradient 2.442e-03, dot -0.413; [4c03ea91-8640-41ef-8d5c-d585fb2eef74 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.7645897174944203, -2.440887053641481, -2.384374765139791, -2.1418840423081904 LBFGS Accumulation History: 3 points Removed measurement 1441aa8 to history. Total: 3 th(0)=-2.7645897174944203;dx=-5.948488959785121E-6 Armijo: th(83783.57127901775)=-2.718897858777029; dx=-4.586438743265561E-6 evalInputDelta=-0.04569185871739112 New Minimum: -2.7645897174944203 > -2.7680333344871837 END: th(41891.785639508875)=-2.7680333344871837; dx=-5.210708080442874E-6 evalInputDelta=0.0034436169927634097 Fitness changed from -2.7645897174944203 to -2.7680333344871837 Iteration 13 complete. Error: -2.7680333344871837 Total: 2.6640; Orientation: 0.2927; Line Search: 1.7969 Adding measurement 13132e66 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.607e+04, gradient 2.402e-03, dot -0.417; [4c03ea91-8640-41ef-8d5c-d585fb2eef74 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.7680333344871837, -2.440887053641481, -2.384374765139791, -2.1418840423081904 LBFGS Accumulation History: 3 points Removed measurement 13132e66 to history. Total: 3 th(0)=-2.7680333344871837;dx=-5.753541722693E-6 Armijo: th(90253.11620913743)=-2.6970176797357786; dx=-4.399554476876124E-6 evalInputDelta=-0.07101565475140514 Armijo: th(45126.558104568714)=-2.760794087153558; dx=-4.957640112333212E-6 evalInputDelta=-0.007239247333625798 New Minimum: -2.7680333344871837 > -2.772317872940958 WOLFE (weak): th(15042.186034856239)=-2.772317872940958; dx=-5.468379280199957E-6 evalInputDelta=0.004284538453774189 WOLFE (weak): th(30084.372069712477)=-2.7696324011568327; dx=-5.197939527334819E-6 evalInputDelta=0.0015990666696490408 Armijo: th(37605.4650871406)=-2.76596929227402; dx=-5.0636592490449954E-6 evalInputDelta=-0.002064042213163475 Armijo: th(33844.918578426536)=-2.76799996014043; dx=-5.131211901185464E-6 evalInputDelta=-3.337434675376727E-5 END: th(31964.645324069505)=-2.768859289753528; dx=-5.151662653181567E-6 evalInputDelta=8.259552663441028E-4 Fitness changed from -2.7680333344871837 to -2.772317872940958 Iteration 14 complete. Error: -2.772317872940958 Total: 5.8494; Orientation: 0.3043; Line Search: 4.9545 Adding measurement 2df2d95 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.664e+04, gradient 2.369e-03, dot -0.420; [4c03ea91-8640-41ef-8d5c-d585fb2eef74 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.772317872940958, -2.440887053641481, -2.384374765139791, -2.1418840423081904 LBFGS Accumulation History: 3 points Removed measurement 2df2d95 to history. Total: 3 th(0)=-2.772317872940958;dx=-5.596779016345533E-6 Armijo: th(68865.74074074079)=-2.742416210252512; dx=-4.679884269497182E-6 evalInputDelta=-0.029901662688446073 Armijo: th(34432.870370370394)=-2.7722322302223015; dx=-5.0537392143981594E-6 evalInputDelta=-8.564271865640904E-5 New Minimum: -2.772317872940958 > -2.7755171127500873 WOLFE (weak): th(11477.623456790132)=-2.7755171127500873; dx=-5.371298993680478E-6 evalInputDelta=0.003199239809129395 New Minimum: -2.7755171127500873 > -2.775551664279522 WOLFE (weak): th(22955.246913580264)=-2.775551664279522; dx=-5.203218909747113E-6 evalInputDelta=0.0032337913385642736 WOLFE (weak): th(28694.05864197533)=-2.7743035083475203; dx=-5.120386241547687E-6 evalInputDelta=0.0019856354065623805 WOLFE (weak): th(31563.464506172862)=-2.773362521745983; dx=-5.08408205326781E-6 evalInputDelta=0.0010446488050250835 WOLFE (weak): th(32998.16743827163)=-2.7728169073422384; dx=-5.067684972194859E-6 evalInputDelta=4.990344012805181E-4 WOLFE (weak): th(33715.51890432101)=-2.7725303488573303; dx=-5.065833531685468E-6 evalInputDelta=2.1247591637241214E-4 WOLFE (weak): th(34074.1946373457)=-2.7723830326691123; dx=-5.057246922110864E-6 evalInputDelta=6.515972815446247E-5 Armijo: th(34253.53250385805)=-2.772307729008846; dx=-5.049394904643601E-6 evalInputDelta=-1.0143932112072207E-5 WOLFE (weak): th(34163.863570601876)=-2.7723457716144813; dx=-5.041707343015878E-6 evalInputDelta=2.7898673523374384E-5 WOLFE (weak): th(34208.69803722996)=-2.7723267511930034; dx=-5.057480309035702E-6 evalInputDelta=8.878252045541046E-6 Armijo: th(34231.115270544)=-2.7723179069300947; dx=-5.054779074422997E-6 evalInputDelta=3.3989136838386E-8 WOLFE (weak): th(34219.90665388698)=-2.7723227114374955; dx=-5.064726391659953E-6 evalInputDelta=4.838496537651338E-6 WOLFE (weak): th(34225.51096221549)=-2.772319833746585; dx=-5.051051026431245E-6 evalInputDelta=1.960805627199136E-6 WOLFE (weak): th(34228.31311637975)=-2.7723188727892643; dx=-5.057644892988986E-6 evalInputDelta=9.998483063711205E-7 Armijo: th(34229.71419346188)=-2.77231800998985; dx=-5.056135036581022E-6 evalInputDelta=1.3704889223475902E-7 WOLFE (weak): th(34229.01365492081)=-2.7723189168400326; dx=-5.058223208146231E-6 evalInputDelta=1.0438990747374532E-6 WOLFE (weak): th(34229.36392419135)=-2.77231855899446; dx=-5.057932464636693E-6 evalInputDelta=6.860535020081215E-7 WOLFE (weak): th(34229.53905882662)=-2.77231838251888; dx=-5.0551236364583285E-6 evalInputDelta=5.095779220809504E-7 mu ~= nu (34229.53905882662): th(22955.246913580264)=-2.775551664279522 Fitness changed from -2.772317872940958 to -2.775551664279522 Iteration 15 complete. Error: -2.775551664279522 Total: 15.3542; Orientation: 0.3264; Line Search: 14.3725 Iteration 15 ![Iteration 15](etc/60bdc476-eb46-4502-888a-1a57581d7a84.jpg) Final threshold in iteration 16: -2.775551664279522 (> -Infinity) after 64.357s (< 5400.000s)