Reset training subject: 13241425055354
Reset training subject: 13265439316509
Adding measurement 2dee0a8d to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-0.7163560837507248;dx=-6.409457699581777E-8
New Minimum: -0.7163560837507248 > -0.7163563296198845
WOLFE (weak): th(2.154434690031884)=-0.7163563296198845; dx=-6.234084360595451E-8 evalInputDelta=2.4586915969848633E-7
New Minimum: -0.7163563296198845 > -0.7163567617535591
WOLFE (weak): th(4.308869380063768)=-0.7163567617535591; dx=-6.140712158970919E-8 evalInputDelta=6.780028343200684E-7
New Minimum: -0.7163567617535591 > -0.7163591906428337
WOLFE (weak): th(12.926608140191302)=-0.7163591906428337; dx=-6.356270892463883E-8 evalInputDelta=3.1068921089172363E-6
New Minimum: -0.7163591906428337 > -0.7163688763976097
WOLFE (weak): th(51.70643256076521)=-0.7163688763976097; dx=-6.51541716187894E-8 evalInputDelta=1.2792646884918213E-5
New Minimum: -0.7163688763976097 > -0.7164200842380524
WOLFE (weak): th(258.53216280382605)=-0.7164200842380524; dx=-6.445805438286234E-8 evalInputDelta=6.400048732757568E-5
New Minimum: -0.7164200842380524 > -0.7167402729392052
WOLFE (weak): th(1551.1929768229563)=-0.7167402729392052; dx=-6.394196886883851E-8 evalInputDelta=3.841891884803772E-4
New Minimum: -0.7167402729392052 > -0.7190439254045486
WOLFE (weak): th(10858.350837760694)=-0.7190439254045486; dx=-6.470437324233192E-8 evalInputDelta=0.0026878416538238525
New Minimum: -0.7190439254045486 > -0.737780787050724
WOLFE (weak): th(86866.80670208555)=-0.737780787050724; dx=-6.363244320882081E-8 evalInputDelta=0.021424703299999237
New Minimum: -0.737780787050724 > -0.902830570936203
WOLFE (weak): th(781801.26031877)=-0.902830570936203; dx=-6.030411462864944E-8 evalInputDelta=0.1864744871854782
New Minimum: -0.902830570936203 > -1.8841150775551796
END: th(7818012.6031877)=-1.8841150775551796; dx=-1.5447869348963712E-8 evalInputDelta=1.1677589938044548
Fitness changed from -0.7163560837507248 to -1.8841150775551796
Iteration 1 complete. Error: -1.8841150775551796 Total: 338.6195; Orientation: 0.0311; Line Search: 265.2453
Adding measurement 3bb83b39 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-1.8841150775551796;dx=-2.932565945976281E-8
New Minimum: -1.8841150775551796 > -2.4564711898565292
END: th(1.684339755941405E7)=-2.4564711898565292; dx=-3.2241728335954258E-9 evalInputDelta=0.5723561123013496
Fitness changed from -1.8841150775551796 to -2.4564711898565292
Iteration 2 complete. Error: -2.4564711898565292 Total: 72.7270; Orientation: 0.0314; Line Search: 48.0833
Adding measurement 352d2282 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-2.4564711898565292;dx=-2.075011931240424E-8
Armijo: th(3.6288E7)=-1.3754684925079346; dx=2.2121910347453543E-8 evalInputDelta=-1.0810026973485947
New Minimum: -2.4564711898565292 > -2.4769972413778305
WOLF (strong): th(1.8144E7)=-2.4769972413778305; dx=1.226266142627352E-8 evalInputDelta=0.02052605152130127
New Minimum: -2.4769972413778305 > -2.660019725561142
END: th(6048000.0)=-2.660019725561142; dx=-5.2111216120511656E-9 evalInputDelta=0.20354853570461273
Fitness changed from -2.4564711898565292 to -2.660019725561142
Iteration 3 complete. Error: -2.660019725561142 Total: 120.5248; Orientation: 0.0309; Line Search: 96.0894
Adding measurement 2b97fbf6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.432e+03, gradient 9.669e-05, dot -0.733; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.660019725561142, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 2b97fbf6 to history. Total: 3
th(0)=-2.660019725561142;dx=-6.864659006897552E-9
New Minimum: -2.660019725561142 > -2.8360116332769394
END: th(1.3030021005312834E7)=-2.8360116332769394; dx=-5.1166848650009966E-9 evalInputDelta=0.17599190771579742
Fitness changed from -2.660019725561142 to -2.8360116332769394
Iteration 4 complete. Error: -2.8360116332769394 Total: 73.5169; Orientation: 0.7837; Line Search: 48.2174
Adding measurement 46be23 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.892e+03, gradient 7.992e-05, dot -0.815; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8360116332769394, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 46be23 to history. Total: 3
th(0)=-2.8360116332769394;dx=-4.786839338264967E-9
New Minimum: -2.8360116332769394 > -3.0140118934214115
END: th(2.8072329265690092E7)=-3.0140118934214115; dx=-2.498315849138154E-9 evalInputDelta=0.17800026014447212
Fitness changed from -2.8360116332769394 to -3.0140118934214115
Iteration 5 complete. Error: -3.0140118934214115 Total: 73.7839; Orientation: 0.7830; Line Search: 48.4425
Adding measurement 7bcbc1c7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.496e+03, gradient 1.255e-04, dot -0.459; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0140118934214115, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 7bcbc1c7 to history. Total: 3
th(0)=-3.0140118934214115;dx=-1.3165929188064552E-8
Armijo: th(6.0480000000000015E7)=-1.6700025275349617; dx=6.253348350635393E-9 evalInputDelta=-1.3440093658864498
Armijo: th(3.0240000000000007E7)=-2.518429897725582; dx=1.1923947911926396E-8 evalInputDelta=-0.4955819956958294
New Minimum: -3.0140118934214115 > -3.070459619164467
WOLF (strong): th(1.0080000000000002E7)=-3.070459619164467; dx=2.59200941795162E-9 evalInputDelta=0.056447725743055344
END: th(2520000.0000000005)=-3.0644035637378693; dx=-7.833749468320793E-9 evalInputDelta=0.05039167031645775
Fitness changed from -3.0140118934214115 to -3.070459619164467
Iteration 6 complete. Error: -3.070459619164467 Total: 145.9367; Orientation: 0.7841; Line Search: 120.6268
Adding measurement 68bc3b3a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.856e+03, gradient 1.057e-04, dot -0.469; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.070459619164467, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 68bc3b3a to history. Total: 3
th(0)=-3.070459619164467;dx=-7.846277572488145E-9
New Minimum: -3.070459619164467 > -3.1481233909726143
END: th(5429175.418880348)=-3.1481233909726143; dx=-1.822590691107367E-9 evalInputDelta=0.07766377180814743
Fitness changed from -3.070459619164467 to -3.1481233909726143
Iteration 7 complete. Error: -3.1481233909726143 Total: 73.6273; Orientation: 0.7848; Line Search: 48.3503
Adding measurement b647e72 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.518e+03, gradient 5.921e-05, dot -0.750; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1481233909726143, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement b647e72 to history. Total: 3
th(0)=-3.1481233909726143;dx=-3.0140810167088853E-9
New Minimum: -3.1481233909726143 > -3.1946203783154488
END: th(1.1696803860704206E7)=-3.1946203783154488; dx=-2.455892942364221E-9 evalInputDelta=0.04649698734283447
Fitness changed from -3.1481233909726143 to -3.1946203783154488
Iteration 8 complete. Error: -3.1946203783154488 Total: 73.8626; Orientation: 0.8091; Line Search: 48.2688
Adding measurement 7a9543cb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.574e+03, gradient 5.511e-05, dot -0.751; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1946203783154488, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 7a9543cb to history. Total: 3
th(0)=-3.1946203783154488;dx=-2.397531698727829E-9
New Minimum: -3.1946203783154488 > -3.2715005576610565
END: th(2.5200000000000007E7)=-3.2715005576610565; dx=-1.9372972226428242E-9 evalInputDelta=0.07688017934560776
Fitness changed from -3.1946203783154488 to -3.2715005576610565
Iteration 9 complete. Error: -3.2715005576610565 Total: 73.7599; Orientation: 0.8122; Line Search: 48.4328
Adding measurement 5f382484 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.533e+03, gradient 5.805e-05, dot -0.668; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2715005576610565, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 5f382484 to history. Total: 3
th(0)=-3.2715005576610565;dx=-2.790958556063372E-9
Armijo: th(5.429175418880349E7)=-3.167731922119856; dx=1.187687041570987E-9 evalInputDelta=-0.10376863554120064
New Minimum: -3.2715005576610565 > -3.2857470251619816
END: th(2.7145877094401743E7)=-3.2857470251619816; dx=-7.229545222198186E-11 evalInputDelta=0.014246467500925064
Fitness changed from -3.2715005576610565 to -3.2857470251619816
Iteration 10 complete. Error: -3.2857470251619816 Total: 97.5184; Orientation: 0.7741; Line Search: 72.2286
Adding measurement 14f7afcc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.901e+03, gradient 9.453e-05, dot -0.402; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2857470251619816, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 14f7afcc to history. Total: 3
th(0)=-3.2857470251619816;dx=-6.24271106791928E-9
Armijo: th(5.848401930352104E7)=-1.6473694294691086; dx=1.731888688938656E-8 evalInputDelta=-1.638377595692873
Armijo: th(2.924200965176052E7)=-2.9919605255126953; dx=1.0678971715010928E-8 evalInputDelta=-0.29378649964928627
New Minimum: -3.2857470251619816 > -3.3391535691916943
WOLF (strong): th(9747336.55058684)=-3.3391535691916943; dx=1.4839961350693972E-9 evalInputDelta=0.05340654402971268
END: th(2436834.13764671)=-3.322172347456217; dx=-4.6016662226185705E-9 evalInputDelta=0.03642532229423523
Fitness changed from -3.2857470251619816 to -3.3391535691916943
Iteration 11 complete. Error: -3.3391535691916943 Total: 146.6639; Orientation: 0.7853; Line Search: 121.4440
Adding measurement 5a4915f7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.007e+03, gradient 6.782e-05, dot -0.513; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3391535691916943, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 5a4915f7 to history. Total: 3
th(0)=-3.3391535691916943;dx=-3.0782146477554203E-9
New Minimum: -3.3391535691916943 > -3.3598946891725063
END: th(5250000.000000003)=-3.3598946891725063; dx=-1.9846956623964556E-9 evalInputDelta=0.020741119980812073
Fitness changed from -3.3391535691916943 to -3.3598946891725063
Iteration 12 complete. Error: -3.3598946891725063 Total: 73.8516; Orientation: 0.7795; Line Search: 48.6533
Adding measurement 81b5957 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.315e+03, gradient 4.770e-05, dot -0.699; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3598946891725063, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 81b5957 to history. Total: 3
th(0)=-3.3598946891725063;dx=-1.8479414858459998E-9
New Minimum: -3.3598946891725063 > -3.3795940466225147
END: th(1.1310782122667396E7)=-3.3795940466225147; dx=-1.5888011045132046E-9 evalInputDelta=0.019699357450008392
Fitness changed from -3.3598946891725063 to -3.3795940466225147
Iteration 13 complete. Error: -3.3795940466225147 Total: 73.3504; Orientation: 0.7775; Line Search: 48.1622
Adding measurement 6bdea820 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.482e+03, gradient 4.407e-05, dot -0.727; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3795940466225147, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 6bdea820 to history. Total: 3
th(0)=-3.3795940466225147;dx=-9.93231148133209E-10
New Minimum: -3.3795940466225147 > -3.4115488044917583
WOLFE (weak): th(2.4368341376467105E7)=-3.4115488044917583; dx=-1.2589119005745157E-9 evalInputDelta=0.03195475786924362
New Minimum: -3.4115488044917583 > -3.4283715933561325
WOLFE (weak): th(4.873668275293421E7)=-3.4283715933561325; dx=-1.0401693448213764E-9 evalInputDelta=0.04877754673361778
MAX ALPHA (1.4621004825880262E8): th(4.873668275293421E7)=-3.4283715933561325
Fitness changed from -3.3795940466225147 to -3.4283715933561325
Iteration 14 complete. Error: -3.4283715933561325 Total: 121.9498; Orientation: 0.7766; Line Search: 96.6287
Adding measurement 5d75af84 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.107e+04, gradient 5.323e-05, dot -0.588; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4283715933561325, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 5d75af84 to history. Total: 3
th(0)=-3.4283715933561325;dx=-2.3644667443424924E-9
Armijo: th(1.0E8)=-3.044830720871687; dx=1.1449092404886585E-9 evalInputDelta=-0.38354087248444557
Armijo: th(5.0E7)=-3.344062652438879; dx=7.034933983741991E-10 evalInputDelta=-0.0843089409172535
New Minimum: -3.4283715933561325 > -3.446705773472786
END: th(1.6666666666666666E7)=-3.446705773472786; dx=-8.818425808259745E-10 evalInputDelta=0.018334180116653442
Fitness changed from -3.4283715933561325 to -3.446705773472786
Iteration 15 complete. Error: -3.446705773472786 Total: 121.4346; Orientation: 0.8549; Line Search: 96.1210
Adding measurement 1b9b2eca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.011e+04, gradient 5.034e-05, dot -0.568; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.446705773472786, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 1b9b2eca to history. Total: 3
th(0)=-3.446705773472786;dx=-1.92534083986113E-9
Armijo: th(3.5907244833864726E7)=-3.400333736091852; dx=7.337533202871551E-10 evalInputDelta=-0.04637203738093376
New Minimum: -3.446705773472786 > -3.456051677465439
END: th(1.7953622416932363E7)=-3.456051677465439; dx=-3.3977987998865286E-10 evalInputDelta=0.009345903992652893
Fitness changed from -3.446705773472786 to -3.456051677465439
Iteration 16 complete. Error: -3.456051677465439 Total: 98.5834; Orientation: 0.7801; Line Search: 73.2617
Adding measurement 5963ce28 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.240e+04, gradient 6.293e-05, dot -0.483; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.456051677465439, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 5963ce28 to history. Total: 3
th(0)=-3.456051677465439;dx=-3.1901330808201166E-9
Armijo: th(3.867990694677316E7)=-3.235894538462162; dx=4.111525223324481E-9 evalInputDelta=-0.22015713900327682
Armijo: th(1.933995347338658E7)=-3.437800567597151; dx=1.602707577409885E-9 evalInputDelta=-0.01825110986828804
New Minimum: -3.456051677465439 > -3.4738338589668274
END: th(6446651.157795526)=-3.4738338589668274; dx=-1.465057913368413E-9 evalInputDelta=0.01778218150138855
Fitness changed from -3.456051677465439 to -3.4738338589668274
Iteration 17 complete. Error: -3.4738338589668274 Total: 122.4755; Orientation: 0.7765; Line Search: 97.2834
Adding measurement 7f385b9d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.904e+03, gradient 4.417e-05, dot -0.594; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4738338589668274, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 7f385b9d to history. Total: 3
th(0)=-3.4738338589668274;dx=-1.3293320329748973E-9
New Minimum: -3.4738338589668274 > -3.4892060346901417
END: th(1.388888888888889E7)=-3.4892060346901417; dx=-8.662952260078111E-10 evalInputDelta=0.015372175723314285
Fitness changed from -3.4738338589668274 to -3.4892060346901417
Iteration 18 complete. Error: -3.4892060346901417 Total: 73.5625; Orientation: 0.8368; Line Search: 48.2226
Adding measurement 2b02caeb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.167e+04, gradient 4.063e-05, dot -0.671; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4892060346901417, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 2b02caeb to history. Total: 3
th(0)=-3.4892060346901417;dx=-1.1397512839041697E-9
New Minimum: -3.4892060346901417 > -3.498894263058901
WOLFE (weak): th(2.9922704028220613E7)=-3.498894263058901; dx=-1.02962176960187E-9 evalInputDelta=0.009688228368759155
Armijo: th(5.9845408056441225E7)=-3.4870115518569946; dx=-9.01277914854633E-10 evalInputDelta=-0.002194482833147049
END: th(4.488405604233092E7)=-3.4948828034102917; dx=-9.607183864080054E-10 evalInputDelta=0.005676768720149994
Fitness changed from -3.4892060346901417 to -3.498894263058901
Iteration 19 complete. Error: -3.498894263058901 Total: 121.5668; Orientation: 0.7807; Line Search: 96.2569
Adding measurement 15d10acb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.091e+04, gradient 4.749e-05, dot -0.527; [97b91bb7-3cb3-449e-b7c8-a6fad3817ac1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.498894263058901, -2.4564711898565292, -1.8841150775551796, -0.7163560837507248
LBFGS Accumulation History: 3 points
Removed measurement 15d10acb to history. Total: 3
th(0)=-3.498894263058901;dx=-1.4776745809774327E-9
Armijo: th(9.669976736693291E7)=-3.3280429877340794; dx=2.2788731942430605E-11 evalInputDelta=-0.17085127532482147
Armijo: th(4.834988368346646E7)=-3.4807310700416565; dx=-2.961452537756956E-11 evalInputDelta=-0.01816319301724434
New Minimum: -3.498894263058901 > -3.5158039703965187
END: th(1.6116627894488819E7)=-3.5158039703965187; dx=-8.523199321405609E-10 evalInputDelta=0.016909707337617874
Fitness changed from -3.498894263058901 to -3.5158039703965187
Iteration 20 complete. Error: -3.5158039703965187 Total: 121.9853; Orientation: 0.7823; Line Search: 96.7008
Final threshold in iteration 21: -3.5158039703965187 (> -Infinity) after 2219.300s (< 5400.000s)
