Reset training subject: 17084555086221
Reset training subject: 17113732740333
Adding measurement 7aa09c7b to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.1313257813453674;dx=-1.9083734118411567E-6
New Minimum: 2.1313257813453674 > 2.131318971514702
WOLFE (weak): th(2.154434690031884)=2.131318971514702; dx=-1.990321850181245E-6 evalInputDelta=6.809830665588379E-6
New Minimum: 2.131318971514702 > 2.131311945617199
WOLFE (weak): th(4.308869380063768)=2.131311945617199; dx=-1.8799098348969932E-6 evalInputDelta=1.3835728168487549E-5
New Minimum: 2.131311945617199 > 2.1312844455242157
WOLFE (weak): th(12.926608140191302)=2.1312844455242157; dx=-1.9494274667426415E-6 evalInputDelta=4.13358211517334E-5
New Minimum: 2.1312844455242157 > 2.1311591416597366
WOLFE (weak): th(51.70643256076521)=2.1311591416597366; dx=-1.8494911576491004E-6 evalInputDelta=1.6663968563079834E-4
New Minimum: 2.1311591416597366 > 2.130492478609085
WOLFE (weak): th(258.53216280382605)=2.130492478609085; dx=-1.9287597620076297E-6 evalInputDelta=8.333027362823486E-4
New Minimum: 2.130492478609085 > 2.1263268142938614
WOLFE (weak): th(1551.1929768229563)=2.1263268142938614; dx=-2.008577558686403E-6 evalInputDelta=0.0049989670515060425
New Minimum: 2.1263268142938614 > 2.0964601039886475
WOLFE (weak): th(10858.350837760694)=2.0964601039886475; dx=-1.9596468586635184E-6 evalInputDelta=0.03486567735671997
New Minimum: 2.0964601039886475 > 1.863637536764145
WOLFE (weak): th(86866.80670208555)=1.863637536764145; dx=-1.7837900689380608E-6 evalInputDelta=0.26768824458122253
New Minimum: 1.863637536764145 > 0.712464451789856
END: th(781801.26031877)=0.712464451789856; dx=-4.25606371037241E-7 evalInputDelta=1.4188613295555115
Fitness changed from 2.1313257813453674 to 0.712464451789856
Iteration 1 complete. Error: 0.712464451789856 Total: 367.0510; Orientation: 0.0638; Line Search: 282.4613
Adding measurement 18202bfd to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.712464451789856;dx=-7.173808232920827E-7
New Minimum: 0.712464451789856 > -0.2907993197441101
END: th(1684339.7559414052)=-0.2907993197441101; dx=-1.5737435109025858E-7 evalInputDelta=1.003263771533966
Fitness changed from 0.712464451789856 to -0.2907993197441101
Iteration 2 complete. Error: -0.2907993197441101 Total: 93.3177; Orientation: 0.0650; Line Search: 56.1459
Adding measurement 56023aea to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.2907993197441101;dx=-6.19006001426037E-7
New Minimum: -0.2907993197441101 > -0.5119418576359749
WOLF (strong): th(3628800.0)=-0.5119418576359749; dx=1.7265746353182797E-8 evalInputDelta=0.22114253789186478
New Minimum: -0.5119418576359749 > -0.6033208817243576
WOLF (strong): th(1814400.0)=-0.6033208817243576; dx=6.736270557044918E-8 evalInputDelta=0.3125215619802475
New Minimum: -0.6033208817243576 > -0.637334793806076
END: th(604800.0)=-0.637334793806076; dx=-1.4978840234874405E-7 evalInputDelta=0.34653547406196594
Fitness changed from -0.2907993197441101 to -0.637334793806076
Iteration 3 complete. Error: -0.637334793806076 Total: 141.8710; Orientation: 0.0648; Line Search: 113.7016
Adding measurement 10f36ca3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.746e+03, gradient 6.269e-04, dot -0.652; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.637334793806076, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 10f36ca3 to history. Total: 3
th(0)=-0.637334793806076;dx=-2.8156157764502585E-7
New Minimum: -0.637334793806076 > -0.971690908074379
END: th(1303002.1005312833)=-0.971690908074379; dx=-6.205985957232918E-8 evalInputDelta=0.3343561142683029
Fitness changed from -0.637334793806076 to -0.971690908074379
Iteration 4 complete. Error: -0.971690908074379 Total: 84.3308; Orientation: 0.7736; Line Search: 55.8648
Adding measurement 32275fd3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.282e+03, gradient 7.054e-04, dot -0.568; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.971690908074379, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 32275fd3 to history. Total: 3
th(0)=-0.971690908074379;dx=-4.094327899397194E-7
Armijo: th(2807232.9265690087)=-0.6462694108486176; dx=1.6351738404633044E-7 evalInputDelta=-0.3254214972257614
New Minimum: -0.971690908074379 > -1.0856831297278404
WOLF (strong): th(1403616.4632845044)=-1.0856831297278404; dx=1.87284005050539E-7 evalInputDelta=0.11399222165346146
New Minimum: -1.0856831297278404 > -1.163630098104477
END: th(467872.15442816814)=-1.163630098104477; dx=-1.4512891969404903E-7 evalInputDelta=0.19193919003009796
Fitness changed from -0.971690908074379 to -1.163630098104477
Iteration 5 complete. Error: -1.163630098104477 Total: 142.8625; Orientation: 0.7805; Line Search: 114.1624
Adding measurement 84edd9e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.493e+03, gradient 4.197e-04, dot -0.744; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.163630098104477, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 84edd9e to history. Total: 3
th(0)=-1.163630098104477;dx=-1.3906049483088106E-7
New Minimum: -1.163630098104477 > -1.3564521670341492
END: th(1008000.0000000001)=-1.3564521670341492; dx=-1.1330150201793223E-7 evalInputDelta=0.19282206892967224
Fitness changed from -1.163630098104477 to -1.3564521670341492
Iteration 6 complete. Error: -1.3564521670341492 Total: 84.4754; Orientation: 0.7630; Line Search: 55.6502
Adding measurement 6653983f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.493e+03, gradient 3.787e-04, dot -0.735; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3564521670341492, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 6653983f to history. Total: 3
th(0)=-1.3564521670341492;dx=-1.0357470824719031E-7
New Minimum: -1.3564521670341492 > -1.537034921348095
END: th(2171670.167552139)=-1.537034921348095; dx=-6.253725457571337E-8 evalInputDelta=0.18058275431394577
Fitness changed from -1.3564521670341492 to -1.537034921348095
Iteration 7 complete. Error: -1.537034921348095 Total: 85.8117; Orientation: 0.7752; Line Search: 57.1678
Adding measurement 7af137ee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.106e+03, gradient 3.344e-04, dot -0.635; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.537034921348095, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 7af137ee to history. Total: 3
th(0)=-1.537034921348095;dx=-8.173893871661653E-8
New Minimum: -1.537034921348095 > -1.8725950419902802
END: th(4678721.544281682)=-1.8725950419902802; dx=-1.3273398297960929E-8 evalInputDelta=0.3355601206421852
Fitness changed from -1.537034921348095 to -1.8725950419902802
Iteration 8 complete. Error: -1.8725950419902802 Total: 83.8107; Orientation: 0.9233; Line Search: 55.5182
Adding measurement 14aad41f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.826e+03, gradient 4.551e-04, dot -0.402; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8725950419902802, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 14aad41f to history. Total: 3
th(0)=-1.8725950419902802;dx=-1.713875615993623E-7
Armijo: th(1.0080000000000002E7)=-0.6354974582791328; dx=1.1019979908233039E-7 evalInputDelta=-1.2370975837111473
Armijo: th(5040000.000000001)=-1.5090957581996918; dx=1.0102965220333776E-7 evalInputDelta=-0.3634992837905884
New Minimum: -1.8725950419902802 > -1.9842615202069283
WOLF (strong): th(1680000.0000000002)=-1.9842615202069283; dx=5.4231725609011574E-8 evalInputDelta=0.1116664782166481
END: th(420000.00000000006)=-1.9559866823256016; dx=-8.408651204280574E-8 evalInputDelta=0.08339164033532143
Fitness changed from -1.8725950419902802 to -1.9842615202069283
Iteration 9 complete. Error: -1.9842615202069283 Total: 170.1659; Orientation: 0.7799; Line Search: 141.3368
Adding measurement 27234699 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.979e+03, gradient 4.967e-04, dot -0.380; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9842615202069283, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 27234699 to history. Total: 3
th(0)=-1.9842615202069283;dx=-1.9195420008211308E-7
New Minimum: -1.9842615202069283 > -2.1088094748556614
WOLF (strong): th(904862.5698133913)=-2.1088094748556614; dx=1.4212889125558884E-8 evalInputDelta=0.12454795464873314
END: th(452431.28490669566)=-2.081750564277172; dx=-8.335284102197497E-8 evalInputDelta=0.09748904407024384
Fitness changed from -1.9842615202069283 to -2.1088094748556614
Iteration 10 complete. Error: -2.1088094748556614 Total: 113.9082; Orientation: 0.8852; Line Search: 85.0897
Adding measurement 2e83982b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.675e+03, gradient 2.761e-04, dot -0.471; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.1088094748556614, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 2e83982b to history. Total: 3
th(0)=-2.1088094748556614;dx=-5.911021649853599E-8
New Minimum: -2.1088094748556614 > -2.1323986649513245
END: th(974733.6550586837)=-2.1323986649513245; dx=-2.014689421230406E-8 evalInputDelta=0.02358919009566307
Fitness changed from -2.1088094748556614 to -2.1323986649513245
Iteration 11 complete. Error: -2.1323986649513245 Total: 84.4597; Orientation: 0.7797; Line Search: 55.8958
Adding measurement 58b68d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.665e+03, gradient 2.217e-04, dot -0.533; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.1323986649513245, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 58b68d5 to history. Total: 3
th(0)=-2.1323986649513245;dx=-3.731200805212616E-8
New Minimum: -2.1323986649513245 > -2.1910442411899567
END: th(2100000.0000000005)=-2.1910442411899567; dx=-8.373864730919129E-9 evalInputDelta=0.0586455762386322
Fitness changed from -2.1323986649513245 to -2.1910442411899567
Iteration 12 complete. Error: -2.1910442411899567 Total: 85.9218; Orientation: 0.7726; Line Search: 57.0653
Adding measurement 2ceb0f86 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.907e+03, gradient 3.003e-04, dot -0.439; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.1910442411899567, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 2ceb0f86 to history. Total: 3
th(0)=-2.1910442411899567;dx=-7.316443227639141E-8
Armijo: th(4524312.849066957)=-1.7789101749658585; dx=1.431847327193501E-7 evalInputDelta=-0.4121340662240982
Armijo: th(2262156.4245334785)=-2.1636917740106583; dx=8.867341231552449E-8 evalInputDelta=-0.0273524671792984
New Minimum: -2.1910442411899567 > -2.242086101323366
END: th(754052.1415111595)=-2.242086101323366; dx=-8.226325089421738E-9 evalInputDelta=0.0510418601334095
Fitness changed from -2.1910442411899567 to -2.242086101323366
Iteration 13 complete. Error: -2.242086101323366 Total: 141.9356; Orientation: 0.8719; Line Search: 111.2967
Adding measurement 1194677c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.614e+03, gradient 2.105e-04, dot -0.512; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.242086101323366, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 1194677c to history. Total: 3
th(0)=-2.242086101323366;dx=-2.7413848870854258E-8
New Minimum: -2.242086101323366 > -2.3044835329055786
END: th(1624556.0917644731)=-2.3044835329055786; dx=-9.021019980671376E-9 evalInputDelta=0.06239743158221245
Fitness changed from -2.242086101323366 to -2.3044835329055786
Iteration 14 complete. Error: -2.3044835329055786 Total: 86.0294; Orientation: 0.7755; Line Search: 57.0404
Adding measurement ec20bbb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.949e+03, gradient 2.431e-04, dot -0.486; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3044835329055786, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement ec20bbb to history. Total: 3
th(0)=-2.3044835329055786;dx=-4.912726805202117E-8
Armijo: th(3500000.0000000014)=-2.1244019642472267; dx=8.836553343376007E-8 evalInputDelta=-0.1800815686583519
Armijo: th(1750000.0000000007)=-2.3034937605261803; dx=3.444200557690693E-8 evalInputDelta=-9.89772379398346E-4
New Minimum: -2.3044835329055786 > -2.327107712626457
END: th(583333.3333333336)=-2.327107712626457; dx=-1.8381727473596345E-8 evalInputDelta=0.0226241797208786
Fitness changed from -2.3044835329055786 to -2.327107712626457
Iteration 15 complete. Error: -2.327107712626457 Total: 140.1203; Orientation: 0.7682; Line Search: 111.2076
Adding measurement 12884edb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.757e+03, gradient 1.873e-04, dot -0.556; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.327107712626457, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 12884edb to history. Total: 3
th(0)=-2.327107712626457;dx=-1.8228079592411586E-8
New Minimum: -2.327107712626457 > -2.3808147944509983
WOLFE (weak): th(1256753.569185266)=-2.3808147944509983; dx=-1.7208330762909328E-8 evalInputDelta=0.05370708182454109
New Minimum: -2.3808147944509983 > -2.424682829529047
END: th(2513507.138370532)=-2.424682829529047; dx=-1.516684960066963E-8 evalInputDelta=0.0975751169025898
Fitness changed from -2.327107712626457 to -2.424682829529047
Iteration 16 complete. Error: -2.424682829529047 Total: 112.8152; Orientation: 0.7581; Line Search: 84.6537
Adding measurement 275ea34a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.656e+03, gradient 1.847e-04, dot -0.513; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.424682829529047, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 275ea34a to history. Total: 3
th(0)=-2.424682829529047;dx=-2.2822511231645596E-8
New Minimum: -2.424682829529047 > -2.46191219240427
WOLF (strong): th(5415186.9725482445)=-2.46191219240427; dx=7.13527800244585E-9 evalInputDelta=0.03722936287522316
New Minimum: -2.46191219240427 > -2.473950020968914
END: th(2707593.4862741223)=-2.473950020968914; dx=-4.171527479843124E-9 evalInputDelta=0.04926719143986702
Fitness changed from -2.424682829529047 to -2.473950020968914
Iteration 17 complete. Error: -2.473950020968914 Total: 113.1139; Orientation: 0.7647; Line Search: 84.1581
Adding measurement 53bb0baf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.381e+03, gradient 2.493e-04, dot -0.381; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.473950020968914, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 53bb0baf to history. Total: 3
th(0)=-2.473950020968914;dx=-4.913974980858196E-8
Armijo: th(5833333.333333336)=-2.0178662538528442; dx=9.923131322951773E-8 evalInputDelta=-0.4560837671160698
Armijo: th(2916666.666666668)=-2.3963684029877186; dx=7.714725572507645E-8 evalInputDelta=-0.07758161798119545
New Minimum: -2.473950020968914 > -2.5143333822488785
WOLF (strong): th(972222.2222222226)=-2.5143333822488785; dx=1.0106477698606994E-8 evalInputDelta=0.04038336127996445
END: th(243055.55555555565)=-2.4926523119211197; dx=-2.9586889645829614E-8 evalInputDelta=0.018702290952205658
Fitness changed from -2.473950020968914 to -2.5143333822488785
Iteration 18 complete. Error: -2.5143333822488785 Total: 168.6522; Orientation: 0.7738; Line Search: 139.5810
Adding measurement 32951922 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.828e+03, gradient 2.188e-04, dot -0.449; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5143333822488785, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 32951922 to history. Total: 3
th(0)=-2.5143333822488785;dx=-3.8222316734071956E-8
New Minimum: -2.5143333822488785 > -2.5303135216236115
END: th(523647.32049386087)=-2.5303135216236115; dx=-1.6481789209960655E-8 evalInputDelta=0.01598013937473297
Fitness changed from -2.5143333822488785 to -2.5303135216236115
Iteration 19 complete. Error: -2.5303135216236115 Total: 86.6167; Orientation: 0.8516; Line Search: 57.2153
Adding measurement 554b7d1e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.575e+03, gradient 1.506e-04, dot -0.544; [ff09c8a9-99ab-4eb1-97b9-c0c5c90decaa = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5303135216236115, -0.2907993197441101, 0.712464451789856, 2.1313257813453674
LBFGS Accumulation History: 3 points
Removed measurement 554b7d1e to history. Total: 3
th(0)=-2.5303135216236115;dx=-1.4172305061580295E-8
New Minimum: -2.5303135216236115 > -2.5655612349510193
WOLFE (weak): th(1128163.9526142178)=-2.5655612349510193; dx=-1.355721548134636E-8 evalInputDelta=0.03524771332740784
New Minimum: -2.5655612349510193 > -2.5969569347798824
END: th(2256327.9052284355)=-2.5969569347798824; dx=-1.1478424142805417E-8 evalInputDelta=0.06664341315627098
Fitness changed from -2.5303135216236115 to -2.5969569347798824
Iteration 20 complete. Error: -2.5969569347798824 Total: 113.0279; Orientation: 0.7617; Line Search: 84.0759
Final threshold in iteration 21: -2.5969569347798824 (> -Infinity) after 2500.307s (< 5400.000s)
