Reset training subject: 15512508609895 Reset training subject: 15526193650179 Adding measurement 4d35a1b1 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=0.9969267398118973;dx=-5.736360653210889E-8 New Minimum: 0.9969267398118973 > 0.9969266802072525 WOLFE (weak): th(2.154434690031884)=0.9969266802072525; dx=-5.736351982312654E-8 evalInputDelta=5.9604644775390625E-8 New Minimum: 0.9969266802072525 > 0.9969265311956406 WOLFE (weak): th(4.308869380063768)=0.9969265311956406; dx=-5.7363479805294664E-8 evalInputDelta=2.086162567138672E-7 New Minimum: 0.9969265311956406 > 0.996925875544548 WOLFE (weak): th(12.926608140191302)=0.996925875544548; dx=-5.7363330428182224E-8 evalInputDelta=8.642673492431641E-7 New Minimum: 0.996925875544548 > 0.996923454105854 WOLFE (weak): th(51.70643256076521)=0.996923454105854; dx=-5.7362913119054085E-8 evalInputDelta=3.285706043243408E-6 New Minimum: 0.996923454105854 > 0.996909573674202 WOLFE (weak): th(258.53216280382605)=0.996909573674202; dx=-5.736175384189926E-8 evalInputDelta=1.71661376953125E-5 New Minimum: 0.996909573674202 > 0.996824212372303 WOLFE (weak): th(1551.1929768229563)=0.996824212372303; dx=-5.735534146306018E-8 evalInputDelta=1.025274395942688E-4 New Minimum: 0.996824212372303 > 0.996209129691124 WOLFE (weak): th(10858.350837760694)=0.996209129691124; dx=-5.730163531245037E-8 evalInputDelta=7.176101207733154E-4 New Minimum: 0.996209129691124 > 0.9912088885903358 WOLFE (weak): th(86866.80670208555)=0.9912088885903358; dx=-5.688578637583661E-8 evalInputDelta=0.005717851221561432 New Minimum: 0.9912088885903358 > 0.947399690747261 WOLFE (weak): th(781801.26031877)=0.947399690747261; dx=-5.2870757946574965E-8 evalInputDelta=0.04952704906463623 New Minimum: 0.947399690747261 > 0.6983815357089043 END: th(7818012.6031877)=0.6983815357089043; dx=-1.4921682782530135E-8 evalInputDelta=0.298545204102993 Fitness changed from 0.9969267398118973 to 0.6983815357089043 Iteration 1 complete. Error: 0.6983815357089043 Total: 205.4225; Orientation: 0.0722; Line Search: 164.1789 Iteration 1 ![Iteration 1](etc/bd3d2852-0323-436b-8f04-f468ad586154.jpg) Adding measurement 7b918103 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=0.6983815357089043;dx=-4.1352705628199525E-8 New Minimum: 0.6983815357089043 > 0.45166005194187164 END: th(1.684339755941405E7)=0.45166005194187164; dx=-1.3209696106656913E-8 evalInputDelta=0.24672148376703262 Fitness changed from 0.6983815357089043 to 0.45166005194187164 Iteration 2 complete. Error: 0.45166005194187164 Total: 44.6610; Orientation: 0.0743; Line Search: 29.8852 Iteration 2 ![Iteration 2](etc/9eba0184-ae17-4cf3-be7d-75ad368c419e.jpg) Adding measurement 2f6a1715 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=0.45166005194187164;dx=-4.384195043123481E-8 Armijo: th(3.6288E7)=1.375491477549076; dx=3.890057917992732E-8 evalInputDelta=-0.9238314256072044 Armijo: th(1.8144E7)=0.5088709741830826; dx=2.8777278076598436E-8 evalInputDelta=-0.05721092224121094 New Minimum: 0.45166005194187164 > 0.26238125562667847 END: th(6048000.0)=0.26238125562667847; dx=-1.0028907544980009E-8 evalInputDelta=0.18927879631519318 Fitness changed from 0.45166005194187164 to 0.26238125562667847 Iteration 3 complete. Error: 0.26238125562667847 Total: 71.2486; Orientation: 0.0729; Line Search: 57.5103 Iteration 3 ![Iteration 3](etc/78e7aedc-faae-45b2-b68e-03531b28477e.jpg) Adding measurement 578a02a2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.208e+03, gradient 1.374e-04, dot -0.641; [f21d8e66-7038-4204-8337-ee51c6253914 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.26238125562667847, 0.45166005194187164, 0.6983815357089043, 0.9969267398118973 LBFGS Accumulation History: 3 points Removed measurement 578a02a2 to history. Total: 3 th(0)=0.26238125562667847;dx=-1.8870515803884253E-8 New Minimum: 0.26238125562667847 > 0.11828629672527313 END: th(1.3030021005312834E7)=0.11828629672527313; dx=-9.267942907192243E-9 evalInputDelta=0.14409495890140533 Fitness changed from 0.26238125562667847 to 0.11828629672527313 Iteration 4 complete. Error: 0.11828629672527313 Total: 45.3988; Orientation: 1.7040; Line Search: 29.1842 Iteration 4 ![Iteration 4](etc/a043d389-dcb3-42e7-9c14-9a00bacc0426.jpg) Adding measurement 237ecb5c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.502e+04, gradient 1.382e-04, dot -0.754; [f21d8e66-7038-4204-8337-ee51c6253914 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.11828629672527313, 0.45166005194187164, 0.6983815357089043, 0.9969267398118973 LBFGS Accumulation History: 3 points Removed measurement 237ecb5c to history. Total: 3 th(0)=0.11828629672527313;dx=-1.9091632163279218E-8 Armijo: th(2.8072329265690092E7)=0.18475745618343353; dx=1.2014715671772537E-8 evalInputDelta=-0.0664711594581604 New Minimum: 0.11828629672527313 > 0.011661835014820099 WOLF (strong): th(1.4036164632845046E7)=0.011661835014820099; dx=1.107100070861057E-9 evalInputDelta=0.10662446171045303 END: th(4678721.544281682)=0.041809454560279846; dx=-1.1889774127753632E-8 evalInputDelta=0.07647684216499329 Fitness changed from 0.11828629672527313 to 0.011661835014820099 Iteration 5 complete. Error: 0.011661835014820099 Total: 76.2015; Orientation: 1.6599; Line Search: 59.9165 Iteration 5 ![Iteration 5](etc/cb4efaa3-bd96-40f0-ad4f-efd135ed6469.jpg) Adding measurement 3011f234 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.961e+03, gradient 1.766e-04, dot -0.402; [f21d8e66-7038-4204-8337-ee51c6253914 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.011661835014820099, 0.45166005194187164, 0.6983815357089043, 0.9969267398118973 LBFGS Accumulation History: 3 points Removed measurement 3011f234 to history. Total: 3 th(0)=0.011661835014820099;dx=-3.120421426369444E-8 New Minimum: 0.011661835014820099 > -0.08293628692626953 WOLF (strong): th(1.0080000000000002E7)=-0.08293628692626953; dx=1.0672528637970935E-9 evalInputDelta=0.09459812194108963 New Minimum: -0.08293628692626953 > -0.08759257942438126 END: th(5040000.000000001)=-0.08759257942438126; dx=-9.147634154347408E-9 evalInputDelta=0.09925441443920135 Fitness changed from 0.011661835014820099 to -0.08759257942438126 Iteration 6 complete. Error: -0.08759257942438126 Total: 62.9457; Orientation: 1.6545; Line Search: 46.0965 Adding measurement 3a4cdeba to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.306e+04, gradient 1.002e-04, dot -0.818; [f21d8e66-7038-4204-8337-ee51c6253914 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.08759257942438126, 0.45166005194187164, 0.6983815357089043, 0.9969267398118973 LBFGS Accumulation History: 3 points Removed measurement 3a4cdeba to history. Total: 3 th(0)=-0.08759257942438126;dx=-1.004276732887787E-8 New Minimum: -0.08759257942438126 > -0.17411401867866516 END: th(1.0858350837760696E7)=-0.17411401867866516; dx=-8.063108394500866E-9 evalInputDelta=0.0865214392542839 Fitness changed from -0.08759257942438126 to -0.17411401867866516 Iteration 7 complete. Error: -0.17411401867866516 Total: 44.4511; Orientation: 1.6401; Line Search: 29.2287 Adding measurement 3870922b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.321e+04, gradient 9.471e-05, dot -0.807; [f21d8e66-7038-4204-8337-ee51c6253914 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.17411401867866516, 0.45166005194187164, 0.6983815357089043, 0.9969267398118973 LBFGS Accumulation History: 3 points Removed measurement 3870922b to history. Total: 3 th(0)=-0.17411401867866516;dx=-8.970631225794917E-9 New Minimum: -0.17411401867866516 > -0.3144894987344742 END: th(2.339360772140841E7)=-0.3144894987344742; dx=-5.707643276138198E-9 evalInputDelta=0.14037548005580902 Fitness changed from -0.17411401867866516 to -0.3144894987344742 Iteration 8 complete. Error: -0.3144894987344742 Total: 44.9492; Orientation: 1.7934; Line Search: 28.9467 Adding measurement 4532bfa1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.316e+04, gradient 9.600e-05, dot -0.696; [f21d8e66-7038-4204-8337-ee51c6253914 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.3144894987344742, 0.45166005194187164, 0.6983815357089043, 0.9969267398118973 LBFGS Accumulation History: 3 points Removed measurement 4532bfa1 to history. Total: 3 th(0)=-0.3144894987344742;dx=-9.216176333726024E-9 New Minimum: -0.3144894987344742 > -0.4024449586868286 WOLF (strong): th(5.0400000000000015E7)=-0.4024449586868286; dx=3.137283346660159E-10 evalInputDelta=0.08795545995235443 New Minimum: -0.4024449586868286 > -0.4242880046367645 END: th(2.5200000000000007E7)=-0.4242880046367645; dx=-2.485126910192074E-9 evalInputDelta=0.10979850590229034 Fitness changed from -0.3144894987344742 to -0.4242880046367645 Iteration 9 complete. Error: -0.4242880046367645 Total: 58.6163; Orientation: 1.6343; Line Search: 42.8389 Adding measurement 3cfa7d82 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.062e+04, gradient 1.124e-04, dot -0.497; [f21d8e66-7038-4204-8337-ee51c6253914 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.4242880046367645, 0.45166005194187164, 0.6983815357089043, 0.9969267398118973 LBFGS Accumulation History: 3 points Removed measurement 3cfa7d82 to history. Total: 3 th(0)=-0.4242880046367645;dx=-1.2643242626493868E-8 Armijo: th(5.429175418880349E7)=-0.35772235691547394; dx=1.9203538564037464E-9 evalInputDelta=-0.06656564772129059 New Minimum: -0.4242880046367645 > -0.46073663234710693 WOLF (strong): th(2.7145877094401743E7)=-0.46073663234710693; dx=1.9378110830886405E-9 evalInputDelta=0.03644862771034241 New Minimum: -0.46073663234710693 > -0.4924849718809128 END: th(9048625.698133914)=-0.4924849718809128; dx=-4.2814213483821264E-9 evalInputDelta=0.06819696724414825 Fitness changed from -0.4242880046367645 to -0.4924849718809128 Iteration 10 complete. Error: -0.4924849718809128 Total: 73.5461; Orientation: 1.6353; Line Search: 58.2054 Iteration 10 ![Iteration 10](etc/699305c7-a2ec-466e-82d3-ea2e12eb202c.jpg) Final threshold in iteration 11: -0.4924849718809128 (> -Infinity) after 727.763s (< 3600.000s)