Reset training subject: 13002015236800
Reset training subject: 13037003487700
Adding measurement 6bb541a9 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.6634000837802887;dx=-2.054825910432429E-7
New Minimum: 1.6634000837802887 > 1.663399800658226
WOLFE (weak): th(2.154434690031884)=1.663399800658226; dx=-2.0160402650224077E-7 evalInputDelta=2.8312206268310547E-7
New Minimum: 1.663399800658226 > 1.6633991599082947
WOLFE (weak): th(4.308869380063768)=1.6633991599082947; dx=-2.0160414437872993E-7 evalInputDelta=9.238719940185547E-7
New Minimum: 1.6633991599082947 > 1.6633971631526947
WOLFE (weak): th(12.926608140191302)=1.6633971631526947; dx=-2.0161618572882948E-7 evalInputDelta=2.9206275939941406E-6
New Minimum: 1.6633971631526947 > 1.6633884608745575
WOLFE (weak): th(51.70643256076521)=1.6633884608745575; dx=-2.0161465604377733E-7 evalInputDelta=1.1622905731201172E-5
New Minimum: 1.6633884608745575 > 1.6633423864841461
WOLFE (weak): th(258.53216280382605)=1.6633423864841461; dx=-2.01614858239841E-7 evalInputDelta=5.7697296142578125E-5
New Minimum: 1.6633423864841461 > 1.6630546301603317
WOLFE (weak): th(1551.1929768229563)=1.6630546301603317; dx=-2.0159448010617721E-7 evalInputDelta=3.454536199569702E-4
New Minimum: 1.6630546301603317 > 1.6609832793474197
WOLFE (weak): th(10858.350837760694)=1.6609832793474197; dx=-2.0147600126998842E-7 evalInputDelta=0.0024168044328689575
New Minimum: 1.6609832793474197 > 1.6441156268119812
WOLFE (weak): th(86866.80670208555)=1.6441156268119812; dx=-2.0046553775852145E-7 evalInputDelta=0.019284456968307495
New Minimum: 1.6441156268119812 > 1.4942165613174438
WOLFE (weak): th(781801.26031877)=1.4942165613174438; dx=-1.894346635287959E-7 evalInputDelta=0.16918352246284485
New Minimum: 1.4942165613174438 > 0.5118525177240372
END: th(7818012.6031877)=0.5118525177240372; dx=-7.225000069984177E-8 evalInputDelta=1.1515475660562515
Fitness changed from 1.6634000837802887 to 0.5118525177240372
Iteration 1 complete. Error: 0.5118525177240372 Total: 489.7197; Orientation: 0.0479; Line Search: 382.7716
Adding measurement 1f9de251 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.5118525177240372;dx=-7.426089835919214E-8
New Minimum: 0.5118525177240372 > -0.43514618277549744
END: th(1.684339755941405E7)=-0.43514618277549744; dx=-3.158124481943463E-8 evalInputDelta=0.9469987004995346
Fitness changed from 0.5118525177240372 to -0.43514618277549744
Iteration 2 complete. Error: -0.43514618277549744 Total: 104.3538; Orientation: 0.0460; Line Search: 69.7240
Adding measurement 629a4857 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.43514618277549744;dx=-5.974399707171797E-8
New Minimum: -0.43514618277549744 > -1.0250801891088486
END: th(3.6288E7)=-1.0250801891088486; dx=-3.2724696592391155E-9 evalInputDelta=0.5899340063333511
Fitness changed from -0.43514618277549744 to -1.0250801891088486
Iteration 3 complete. Error: -1.0250801891088486 Total: 109.9297; Orientation: 0.0452; Line Search: 72.0911
Adding measurement 5ce8a8e6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.497e+04, gradient 4.235e-04, dot -0.411; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0250801891088486, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 5ce8a8e6 to history. Total: 3
th(0)=-1.0250801891088486;dx=-1.7930401114474175E-7
Armijo: th(7.8180126031877E7)=1.4578069671988487; dx=3.523287276955603E-8 evalInputDelta=-2.4828871563076973
Armijo: th(3.90900630159385E7)=0.12880726158618927; dx=3.898722040279378E-8 evalInputDelta=-1.1538874506950378
New Minimum: -1.0250801891088486 > -1.5326948165893555
WOLF (strong): th(1.3030021005312832E7)=-1.5326948165893555; dx=5.076241891143108E-8 evalInputDelta=0.5076146274805069
END: th(3257505.251328208)=-1.4971993565559387; dx=-8.816040389217427E-8 evalInputDelta=0.47211916744709015
Fitness changed from -1.0250801891088486 to -1.5326948165893555
Iteration 4 complete. Error: -1.5326948165893555 Total: 207.4733; Orientation: 0.7399; Line Search: 171.5245
Adding measurement 674f7e59 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.126e+04, gradient 3.395e-04, dot -0.384; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5326948165893555, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 674f7e59 to history. Total: 3
th(0)=-1.5326948165893555;dx=-1.1527223899537759E-7
New Minimum: -1.5326948165893555 > -1.9870146587491035
END: th(7018082.316422522)=-1.9870146587491035; dx=-1.1272251289667024E-8 evalInputDelta=0.4543198421597481
Fitness changed from -1.5326948165893555 to -1.9870146587491035
Iteration 5 complete. Error: -1.9870146587491035 Total: 105.3080; Orientation: 0.8126; Line Search: 69.4573
Adding measurement 7fd72abe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.415e+04, gradient 1.253e-04, dot -0.726; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9870146587491035, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 7fd72abe to history. Total: 3
th(0)=-1.9870146587491035;dx=-1.569884933780318E-8
New Minimum: -1.9870146587491035 > -2.2146251425147057
END: th(1.5120000000000002E7)=-2.2146251425147057; dx=-1.167945181027831E-8 evalInputDelta=0.2276104837656021
Fitness changed from -1.9870146587491035 to -2.2146251425147057
Iteration 6 complete. Error: -2.2146251425147057 Total: 106.8905; Orientation: 0.7600; Line Search: 71.2044
Adding measurement 2c8bd522 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.358e+04, gradient 1.110e-04, dot -0.749; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2146251425147057, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 2c8bd522 to history. Total: 3
th(0)=-2.2146251425147057;dx=-1.2306142397185558E-8
New Minimum: -2.2146251425147057 > -2.5256732031702995
END: th(3.2575052513282087E7)=-2.5256732031702995; dx=-5.338034967446839E-9 evalInputDelta=0.31104806065559387
Fitness changed from -2.2146251425147057 to -2.5256732031702995
Iteration 7 complete. Error: -2.5256732031702995 Total: 104.5480; Orientation: 0.7466; Line Search: 68.9965
Adding measurement 487cf77e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.223e+04, gradient 1.439e-04, dot -0.528; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5256732031702995, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 487cf77e to history. Total: 3
th(0)=-2.5256732031702995;dx=-2.0720459433071323E-8
Armijo: th(7.018082316422524E7)=-1.3086372092366219; dx=2.6810498666373326E-8 evalInputDelta=-1.2170359939336777
Armijo: th(3.509041158211262E7)=-2.287699043750763; dx=2.1334719289725077E-8 evalInputDelta=-0.2379741594195366
New Minimum: -2.5256732031702995 > -2.636098675429821
WOLF (strong): th(1.1696803860704206E7)=-2.636098675429821; dx=1.7249548967047985E-9 evalInputDelta=0.11042547225952148
END: th(2924200.9651760515)=-2.5812989994883537; dx=-1.4039432294179722E-8 evalInputDelta=0.0556257963180542
Fitness changed from -2.5256732031702995 to -2.636098675429821
Iteration 8 complete. Error: -2.636098675429821 Total: 207.8456; Orientation: 0.7310; Line Search: 171.6260
Adding measurement 51f7e548 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.139e+04, gradient 1.135e-04, dot -0.593; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.636098675429821, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 51f7e548 to history. Total: 3
th(0)=-2.636098675429821;dx=-1.2883190902200194E-8
New Minimum: -2.636098675429821 > -2.7053999602794647
END: th(6300000.000000002)=-2.7053999602794647; dx=-7.315619558450676E-9 evalInputDelta=0.06930128484964371
Fitness changed from -2.636098675429821 to -2.7053999602794647
Iteration 9 complete. Error: -2.7053999602794647 Total: 99.7906; Orientation: 0.7419; Line Search: 66.8299
Adding measurement 5f8b001d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.124e+04, gradient 7.951e-05, dot -0.778; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.7053999602794647, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 5f8b001d to history. Total: 3
th(0)=-2.7053999602794647;dx=-6.3213818375690116E-9
New Minimum: -2.7053999602794647 > -2.793109018355608
END: th(1.3572938547200872E7)=-2.793109018355608; dx=-5.453200843595094E-9 evalInputDelta=0.08770905807614326
Fitness changed from -2.7053999602794647 to -2.793109018355608
Iteration 10 complete. Error: -2.793109018355608 Total: 104.9171; Orientation: 0.7282; Line Search: 70.0915
Adding measurement 560bc34c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.066e+04, gradient 7.370e-05, dot -0.781; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.793109018355608, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 560bc34c to history. Total: 3
th(0)=-2.793109018355608;dx=-5.41987732114064E-9
New Minimum: -2.793109018355608 > -2.946674060076475
END: th(2.924200965176052E7)=-2.946674060076475; dx=-4.171657213544039E-9 evalInputDelta=0.15356504172086716
Fitness changed from -2.793109018355608 to -2.946674060076475
Iteration 11 complete. Error: -2.946674060076475 Total: 105.7133; Orientation: 0.7288; Line Search: 70.0268
Adding measurement 75166284 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.558e+03, gradient 7.103e-05, dot -0.710; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.946674060076475, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 75166284 to history. Total: 3
th(0)=-2.946674060076475;dx=-5.035303321811364E-9
New Minimum: -2.946674060076475 > -3.0205795355141163
WOLF (strong): th(6.300000000000003E7)=-3.0205795355141163; dx=2.3571717084995134E-9 evalInputDelta=0.07390547543764114
New Minimum: -3.0205795355141163 > -3.0466698557138443
END: th(3.1500000000000015E7)=-3.0466698557138443; dx=-8.777479298562376E-10 evalInputDelta=0.09999579563736916
Fitness changed from -2.946674060076475 to -3.0466698557138443
Iteration 12 complete. Error: -3.0466698557138443 Total: 137.3932; Orientation: 0.7266; Line Search: 101.5504
Adding measurement 27498c95 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.070e+03, gradient 1.086e-04, dot -0.477; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0466698557138443, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 27498c95 to history. Total: 3
th(0)=-3.0466698557138443;dx=-1.1783708715699726E-8
Armijo: th(6.786469273600437E7)=-2.092667244374752; dx=2.457744704779853E-8 evalInputDelta=-0.9540026113390923
Armijo: th(3.3932346368002184E7)=-2.8839611560106277; dx=1.591526612157808E-8 evalInputDelta=-0.16270869970321655
New Minimum: -3.0466698557138443 > -3.112248733639717
WOLF (strong): th(1.1310782122667395E7)=-3.112248733639717; dx=6.215283333325562E-10 evalInputDelta=0.0655788779258728
END: th(2827695.5306668486)=-3.077779971063137; dx=-8.336829516614592E-9 evalInputDelta=0.031110115349292755
Fitness changed from -3.0466698557138443 to -3.112248733639717
Iteration 13 complete. Error: -3.112248733639717 Total: 204.8589; Orientation: 0.7246; Line Search: 170.1654
Adding measurement 15578ea5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.301e+03, gradient 6.878e-05, dot -0.622; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.112248733639717, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 15578ea5 to history. Total: 3
th(0)=-3.112248733639717;dx=-4.7289954721277166E-9
New Minimum: -3.112248733639717 > -3.1390948705375195
END: th(6092085.344116775)=-3.1390948705375195; dx=-3.3597829515341597E-9 evalInputDelta=0.026846136897802353
Fitness changed from -3.112248733639717 to -3.1390948705375195
Iteration 14 complete. Error: -3.1390948705375195 Total: 104.5812; Orientation: 0.7375; Line Search: 69.0268
Adding measurement 6ad13786 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.302e+03, gradient 5.474e-05, dot -0.748; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1390948705375195, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 6ad13786 to history. Total: 3
th(0)=-3.1390948705375195;dx=-2.9959569302155416E-9
New Minimum: -3.1390948705375195 > -3.1794800125062466
END: th(1.3125000000000007E7)=-3.1794800125062466; dx=-2.6333258331691133E-9 evalInputDelta=0.04038514196872711
Fitness changed from -3.1390948705375195 to -3.1794800125062466
Iteration 15 complete. Error: -3.1794800125062466 Total: 103.8239; Orientation: 0.7236; Line Search: 68.6387
Adding measurement 472bbcb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.082e+03, gradient 5.168e-05, dot -0.759; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1794800125062466, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 472bbcb to history. Total: 3
th(0)=-3.1794800125062466;dx=-2.670103243035289E-9
New Minimum: -3.1794800125062466 > -3.255253966897726
END: th(2.827695530666849E7)=-3.255253966897726; dx=-2.245360586108422E-9 evalInputDelta=0.07577395439147949
Fitness changed from -3.1794800125062466 to -3.255253966897726
Iteration 16 complete. Error: -3.255253966897726 Total: 104.3499; Orientation: 0.7235; Line Search: 68.3187
Adding measurement 138df2b4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.405e+03, gradient 4.983e-05, dot -0.711; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.255253966897726, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 138df2b4 to history. Total: 3
th(0)=-3.255253966897726;dx=-2.482078756343494E-9
New Minimum: -3.255253966897726 > -3.3476629592478275
END: th(6.0920853441167764E7)=-3.3476629592478275; dx=-3.8642780142484983E-10 evalInputDelta=0.09240899235010147
Fitness changed from -3.255253966897726 to -3.3476629592478275
Iteration 17 complete. Error: -3.3476629592478275 Total: 108.2549; Orientation: 0.7353; Line Search: 72.8153
Adding measurement 21c03d57 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.068e+03, gradient 1.042e-04, dot -0.389; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3476629592478275, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 21c03d57 to history. Total: 3
th(0)=-3.3476629592478275;dx=-1.0842661899124905E-8
Armijo: th(1.0E8)=-1.205102488398552; dx=3.14786898324997E-8 evalInputDelta=-2.1425604708492756
Armijo: th(5.0E7)=-2.7853212729096413; dx=2.373626050865999E-8 evalInputDelta=-0.5623416863381863
New Minimum: -3.3476629592478275 > -3.3808112777769566
WOLF (strong): th(1.6666666666666666E7)=-3.3808112777769566; dx=6.098423300230836E-9 evalInputDelta=0.03314831852912903
New Minimum: -3.3808112777769566 > -3.3857738971710205
END: th(4166666.6666666665)=-3.3857738971710205; dx=-5.98185895763785E-9 evalInputDelta=0.03811093792319298
Fitness changed from -3.3476629592478275 to -3.3857738971710205
Iteration 18 complete. Error: -3.3857738971710205 Total: 210.2357; Orientation: 0.7202; Line Search: 174.1944
Adding measurement 7630e407 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.638e+03, gradient 6.102e-05, dot -0.522; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3857738971710205, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement 7630e407 to history. Total: 3
th(0)=-3.3857738971710205;dx=-3.7220201496005557E-9
New Minimum: -3.3857738971710205 > -3.4109259992837906
END: th(8976811.208466182)=-3.4109259992837906; dx=-1.4468509156010012E-9 evalInputDelta=0.02515210211277008
Fitness changed from -3.3857738971710205 to -3.4109259992837906
Iteration 19 complete. Error: -3.4109259992837906 Total: 106.0439; Orientation: 0.7302; Line Search: 70.5646
Adding measurement b03fb1e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.244e+03, gradient 3.945e-05, dot -0.708; [cad59d16-7ae4-405a-a66d-1a2a1518fd5e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4109259992837906, -0.43514618277549744, 0.5118525177240372, 1.6634000837802887
LBFGS Accumulation History: 3 points
Removed measurement b03fb1e to history. Total: 3
th(0)=-3.4109259992837906;dx=-1.5560767764542088E-9
New Minimum: -3.4109259992837906 > -3.442301280796528
WOLFE (weak): th(1.933995347338658E7)=-3.442301280796528; dx=-1.426252412573889E-9 evalInputDelta=0.031375281512737274
New Minimum: -3.442301280796528 > -3.4712850004434586
END: th(3.867990694677316E7)=-3.4712850004434586; dx=-1.324542774831367E-9 evalInputDelta=0.06035900115966797
Fitness changed from -3.4109259992837906 to -3.4712850004434586
Iteration 20 complete. Error: -3.4712850004434586 Total: 140.5895; Orientation: 0.7567; Line Search: 104.4960
Final threshold in iteration 21: -3.4712850004434586 (> -Infinity) after 2966.621s (< 5400.000s)
