Reset training subject: 2017631838049 Reset training subject: 2018877922571 Adding measurement 4e2f07d5 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=10.579725466668606;dx=-3.2924027567983797E-5 New Minimum: 10.579725466668606 > 10.57965463399887 WOLFE (weak): th(2.154434690031884)=10.57965463399887; dx=-3.292314973202174E-5 evalInputDelta=7.083266973495483E-5 New Minimum: 10.57965463399887 > 10.57958360761404 WOLFE (weak): th(4.308869380063768)=10.57958360761404; dx=-3.2921840652915896E-5 evalInputDelta=1.418590545654297E-4 New Minimum: 10.57958360761404 > 10.579299986362457 WOLFE (weak): th(12.926608140191302)=10.579299986362457; dx=-3.292097989338599E-5 evalInputDelta=4.2548030614852905E-4 New Minimum: 10.579299986362457 > 10.578023917973042 WOLFE (weak): th(51.70643256076521)=10.578023917973042; dx=-3.290582076950287E-5 evalInputDelta=0.00170154869556427 New Minimum: 10.578023917973042 > 10.571224823594093 WOLFE (weak): th(258.53216280382605)=10.571224823594093; dx=-3.2852882634563836E-5 evalInputDelta=0.008500643074512482 New Minimum: 10.571224823594093 > 10.528953649103642 WOLFE (weak): th(1551.1929768229563)=10.528953649103642; dx=-3.257648246498132E-5 evalInputDelta=0.050771817564964294 New Minimum: 10.528953649103642 > 10.235227890312672 WOLFE (weak): th(10858.350837760694)=10.235227890312672; dx=-3.0571622573018864E-5 evalInputDelta=0.34449757635593414 New Minimum: 10.235227890312672 > 8.512574657797813 END: th(86866.80670208555)=8.512574657797813; dx=-1.599340155574261E-5 evalInputDelta=2.0671508088707924 Fitness changed from 10.579725466668606 to 8.512574657797813 Iteration 1 complete. Error: 8.512574657797813 Total: 16.2441; Orientation: 0.0035; Line Search: 12.3466 Iteration 1 ![Iteration 1](etc/2f198769-60d6-42cf-b451-dce0099f24a1.jpg) Adding measurement 7851dc91 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=8.512574657797813;dx=-1.2211679938678212E-5 New Minimum: 8.512574657797813 > 6.915620021522045 END: th(187148.86177126726)=6.915620021522045; dx=-5.254360706835392E-6 evalInputDelta=1.5969546362757683 Fitness changed from 8.512574657797813 to 6.915620021522045 Iteration 2 complete. Error: 6.915620021522045 Total: 3.9653; Orientation: 0.0037; Line Search: 2.5913 Iteration 2 ![Iteration 2](etc/1b5c4e0a-28e5-4ae1-8a01-227c3453c6aa.jpg) Adding measurement 24651052 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=6.915620021522045;dx=-5.396307757782799E-6 New Minimum: 6.915620021522045 > 5.574639223515987 END: th(403200.00000000006)=5.574639223515987; dx=-2.0249209265922444E-6 evalInputDelta=1.3409807980060577 Fitness changed from 6.915620021522045 to 5.574639223515987 Iteration 3 complete. Error: 5.574639223515987 Total: 3.7990; Orientation: 0.0036; Line Search: 2.5609 Iteration 3 ![Iteration 3](etc/0b9239d9-b5c7-47b3-8a0a-fe99f79021de.jpg) Adding measurement 76c96a3f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.723e+02, gradient 1.797e-03, dot -0.740; [c809bf57-c912-4b59-ab58-d00d326b4c94 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.574639223515987, 6.915620021522045, 8.512574657797813, 10.579725466668606 LBFGS Accumulation History: 3 points Removed measurement 76c96a3f to history. Total: 3 th(0)=5.574639223515987;dx=-3.2296193028488065E-6 New Minimum: 5.574639223515987 > 4.429975122213364 END: th(868668.0670208557)=4.429975122213364; dx=-4.1041641943114197E-7 evalInputDelta=1.1446641013026237 Fitness changed from 5.574639223515987 to 4.429975122213364 Iteration 4 complete. Error: 4.429975122213364 Total: 3.8393; Orientation: 0.0748; Line Search: 2.5183 Iteration 4 ![Iteration 4](etc/f1a49960-755e-47d8-bc9e-1ba308645251.jpg) Adding measurement 33cad685 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.321e+02, gradient 1.579e-03, dot -0.545; [c809bf57-c912-4b59-ab58-d00d326b4c94 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.429975122213364, 6.915620021522045, 8.512574657797813, 10.579725466668606 LBFGS Accumulation History: 3 points Removed measurement 33cad685 to history. Total: 3 th(0)=4.429975122213364;dx=-2.494537564415456E-6 New Minimum: 4.429975122213364 > 4.284274995326996 WOLF (strong): th(1871488.617712673)=4.284274995326996; dx=7.765820128551779E-7 evalInputDelta=0.1457001268863678 New Minimum: 4.284274995326996 > 3.7999580800533295 WOLF (strong): th(935744.3088563365)=3.7999580800533295; dx=1.6256043629408639E-7 evalInputDelta=0.6300170421600342 END: th(311914.76961877884)=3.9596580415964127; dx=-8.229116722995561E-7 evalInputDelta=0.470317080616951 Fitness changed from 4.429975122213364 to 3.7999580800533295 Iteration 5 complete. Error: 3.7999580800533295 Total: 6.5776; Orientation: 0.0772; Line Search: 5.1181 Iteration 5 ![Iteration 5](etc/ba678c6a-904a-49c5-adb3-b2e5fd0a54c9.jpg) Adding measurement 5070fa5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.757e+02, gradient 1.332e-03, dot -0.476; [c809bf57-c912-4b59-ab58-d00d326b4c94 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.7999580800533295, 6.915620021522045, 8.512574657797813, 10.579725466668606 LBFGS Accumulation History: 3 points Removed measurement 5070fa5 to history. Total: 3 th(0)=3.7999580800533295;dx=-1.774226042237756E-6 New Minimum: 3.7999580800533295 > 3.2844830751419067 END: th(672000.0000000002)=3.2844830751419067; dx=-1.5949813630455123E-7 evalInputDelta=0.5154750049114227 Fitness changed from 3.7999580800533295 to 3.2844830751419067 Iteration 6 complete. Error: 3.2844830751419067 Total: 4.1135; Orientation: 0.1679; Line Search: 2.6296 Adding measurement 57723c84 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.478e+02, gradient 9.300e-04, dot -0.526; [c809bf57-c912-4b59-ab58-d00d326b4c94 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.2844830751419067, 6.915620021522045, 8.512574657797813, 10.579725466668606 LBFGS Accumulation History: 3 points Removed measurement 57723c84 to history. Total: 3 th(0)=3.2844830751419067;dx=-8.648667640279871E-7 New Minimum: 3.2844830751419067 > 3.1335710138082504 WOLF (strong): th(1447780.1117014263)=3.1335710138082504; dx=4.4985343269166824E-7 evalInputDelta=0.1509120613336563 New Minimum: 3.1335710138082504 > 2.9762401953339577 END: th(723890.0558507132)=2.9762401953339577; dx=-5.506278179069855E-8 evalInputDelta=0.30824287980794907 Fitness changed from 3.2844830751419067 to 2.9762401953339577 Iteration 7 complete. Error: 2.9762401953339577 Total: 5.2718; Orientation: 0.0739; Line Search: 3.8882 Adding measurement 5da254d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.778e+02, gradient 8.899e-04, dot -0.513; [c809bf57-c912-4b59-ab58-d00d326b4c94 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.9762401953339577, 6.915620021522045, 8.512574657797813, 10.579725466668606 LBFGS Accumulation History: 3 points Removed measurement 5da254d to history. Total: 3 th(0)=2.9762401953339577;dx=-7.91912011946249E-7 Armijo: th(1559573.8480938943)=3.199164181947708; dx=6.121493895560956E-7 evalInputDelta=-0.22292398661375046 New Minimum: 2.9762401953339577 > 2.8157759606838226 WOLF (strong): th(779786.9240469472)=2.8157759606838226; dx=2.728268676526341E-7 evalInputDelta=0.16046423465013504 END: th(259928.97468231572)=2.8262845873832703; dx=-3.7093420470979244E-7 evalInputDelta=0.1499556079506874 Fitness changed from 2.9762401953339577 to 2.8157759606838226 Iteration 8 complete. Error: 2.8157759606838226 Total: 8.8892; Orientation: 0.0769; Line Search: 5.1117 Adding measurement aef017c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.675e+02, gradient 1.123e-03, dot -0.429; [c809bf57-c912-4b59-ab58-d00d326b4c94 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.8157759606838226, 6.915620021522045, 8.512574657797813, 10.579725466668606 LBFGS Accumulation History: 3 points Removed measurement aef017c to history. Total: 3 th(0)=2.8157759606838226;dx=-1.2617379420626499E-6 New Minimum: 2.8157759606838226 > 2.6304141879081726 WOLF (strong): th(560000.0000000002)=2.6304141879081726; dx=4.658995243103584E-7 evalInputDelta=0.18536177277565002 New Minimum: 2.6304141879081726 > 2.5977447777986526 END: th(280000.0000000001)=2.5977447777986526; dx=-3.098904428874118E-7 evalInputDelta=0.21803118288516998 Fitness changed from 2.8157759606838226 to 2.5977447777986526 Iteration 9 complete. Error: 2.5977447777986526 Total: 5.0823; Orientation: 0.0737; Line Search: 3.7226 Adding measurement 42cc336d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.507e+02, gradient 5.446e-04, dot -0.675; [c809bf57-c912-4b59-ab58-d00d326b4c94 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.5977447777986526, 6.915620021522045, 8.512574657797813, 10.579725466668606 LBFGS Accumulation History: 3 points Removed measurement 42cc336d to history. Total: 3 th(0)=2.5977447777986526;dx=-2.965954949879811E-7 New Minimum: 2.5977447777986526 > 2.4508472234010696 END: th(603241.7132089278)=2.4508472234010696; dx=-2.0054375647615985E-7 evalInputDelta=0.146897554397583 Fitness changed from 2.5977447777986526 to 2.4508472234010696 Iteration 10 complete. Error: 2.4508472234010696 Total: 3.8605; Orientation: 0.0755; Line Search: 2.5103 Iteration 10 ![Iteration 10](etc/f3be9b24-ba6b-4df6-8ed4-eaf20c95869b.jpg) Final threshold in iteration 11: 2.4508472234010696 (> -Infinity) after 61.655s (< 3600.000s)