Reset training subject: 3624380559200
Reset training subject: 3625024374710
Adding measurement 18e15617 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-3.60542987933762;dx=-3.779867145915218E-4
New Minimum: -3.60542987933762 > -3.605468165500296
WOLFE (weak): th(2.154434690031884)=-3.605468165500296; dx=-3.7795280590320005E-4 evalInputDelta=3.828616267576024E-5
New Minimum: -3.605468165500296 > -3.605506800896154
WOLFE (weak): th(4.308869380063768)=-3.605506800896154; dx=-3.7786260201420977E-4 evalInputDelta=7.692155853389337E-5
New Minimum: -3.605506800896154 > -3.605667456767355
WOLFE (weak): th(12.926608140191302)=-3.605667456767355; dx=-3.7824133538211983E-4 evalInputDelta=2.3757742973495866E-4
New Minimum: -3.605667456767355 > -3.606390057456482
WOLFE (weak): th(51.70643256076521)=-3.606390057456482; dx=-3.7903438336414283E-4 evalInputDelta=9.60178118861954E-4
New Minimum: -3.606390057456482 > -3.610023065712245
WOLFE (weak): th(258.53216280382605)=-3.610023065712245; dx=-3.751834921492939E-4 evalInputDelta=0.0045931863746249135
New Minimum: -3.610023065712245 > -3.6295060907393015
WOLFE (weak): th(1551.1929768229563)=-3.6295060907393015; dx=-3.581904910030546E-4 evalInputDelta=0.02407621140168148
New Minimum: -3.6295060907393015 > -3.7320856956490718
END: th(10858.350837760694)=-3.7320856956490718; dx=-2.901284827351703E-4 evalInputDelta=0.12665581631145173
Fitness changed from -3.60542987933762 to -3.7320856956490718
Iteration 1 complete. Error: -3.7320856956490718 Total: 7.2112; Orientation: 0.0165; Line Search: 5.2816
Iteration 1
Adding measurement 60249e93 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-3.7320856956490718;dx=-3.69428046264245E-4
New Minimum: -3.7320856956490718 > -3.953886086128171
END: th(23393.607721408407)=-3.953886086128171; dx=-2.319357151003377E-4 evalInputDelta=0.22180039047909927
Fitness changed from -3.7320856956490718 to -3.953886086128171
Iteration 2 complete. Error: -3.953886086128171 Total: 1.9527; Orientation: 0.0167; Line Search: 1.2910
Iteration 2
Adding measurement 727bed23 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-3.953886086128171;dx=-4.151609923757067E-4
New Minimum: -3.953886086128171 > -3.969579295562711
END: th(50400.00000000001)=-3.969579295562711; dx=-1.360830345395096E-4 evalInputDelta=0.015693209434540112
Fitness changed from -3.953886086128171 to -3.969579295562711
Iteration 3 complete. Error: -3.969579295562711 Total: 1.9316; Orientation: 0.0161; Line Search: 1.2984
Iteration 3
Adding measurement 6e5c5b6d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.528e+03, gradient 1.911e-02, dot -0.341; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.969579295562711, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 6e5c5b6d to history. Total: 3
th(0)=-3.969579295562711;dx=-3.649765028928993E-4
New Minimum: -3.969579295562711 > -4.852152846100195
END: th(108583.50837760697)=-4.852152846100195; dx=-5.287561509852817E-5 evalInputDelta=0.8825735505374834
Fitness changed from -3.969579295562711 to -4.852152846100195
Iteration 4 complete. Error: -4.852152846100195 Total: 2.6314; Orientation: 0.4294; Line Search: 1.5038
Iteration 4
Adding measurement 96e52d3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.665e+03, gradient 1.981e-02, dot -0.158; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.852152846100195, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 96e52d3 to history. Total: 3
th(0)=-4.852152846100195;dx=-3.921574041979447E-4
New Minimum: -4.852152846100195 > -5.065489668096764
END: th(233936.07721408413)=-5.065489668096764; dx=-1.9033222328773734E-5 evalInputDelta=0.21333682199656945
Fitness changed from -4.852152846100195 to -5.065489668096764
Iteration 5 complete. Error: -5.065489668096764 Total: 3.1319; Orientation: 0.4604; Line Search: 1.9752
Iteration 5
Adding measurement 27021d66 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.604e+03, gradient 1.609e-02, dot -0.114; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.065489668096764, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 27021d66 to history. Total: 3
th(0)=-5.065489668096764;dx=-2.585621324200107E-4
New Minimum: -5.065489668096764 > -5.249429920807853
END: th(504000.0000000002)=-5.249429920807853; dx=-8.313033667205766E-6 evalInputDelta=0.18394025271108916
Fitness changed from -5.065489668096764 to -5.249429920807853
Iteration 6 complete. Error: -5.249429920807853 Total: 2.4837; Orientation: 0.4429; Line Search: 1.3702
Adding measurement 2bf93ad8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.507e+03, gradient 1.330e-02, dot -0.083; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.249429920807853, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 2bf93ad8 to history. Total: 3
th(0)=-5.249429920807853;dx=-1.7671343385709668E-4
New Minimum: -5.249429920807853 > -5.632686952408214
END: th(1085835.0837760698)=-5.632686952408214; dx=-3.228839478206906E-6 evalInputDelta=0.38325703160036095
Fitness changed from -5.249429920807853 to -5.632686952408214
Iteration 7 complete. Error: -5.632686952408214 Total: 2.4395; Orientation: 0.4683; Line Search: 1.3348
Adding measurement 29a1b5f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.960e+03, gradient 1.019e-02, dot -0.056; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.632686952408214, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 29a1b5f to history. Total: 3
th(0)=-5.632686952408214;dx=-1.0353493002054222E-4
Armijo: th(2339360.7721408415)=-4.673126364381081; dx=-1.3016302508906056E-6 evalInputDelta=-0.9595605880271334
New Minimum: -5.632686952408214 > -5.70500305659195
END: th(1169680.3860704207)=-5.70500305659195; dx=-5.7397351899626605E-6 evalInputDelta=0.07231610418373613
Fitness changed from -5.632686952408214 to -5.70500305659195
Iteration 8 complete. Error: -5.70500305659195 Total: 3.1004; Orientation: 0.4716; Line Search: 2.0066
Adding measurement 73a9af79 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.091e+03, gradient 8.265e-03, dot -0.056; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.70500305659195, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 73a9af79 to history. Total: 3
th(0)=-5.70500305659195;dx=-6.81143854679925E-5
Armijo: th(2520000.000000001)=-5.058189646439562; dx=-1.3200674893166556E-6 evalInputDelta=-0.6468134101523884
New Minimum: -5.70500305659195 > -5.931133261270278
END: th(1260000.0000000005)=-5.931133261270278; dx=-6.450681561715195E-6 evalInputDelta=0.226130204678328
Fitness changed from -5.70500305659195 to -5.931133261270278
Iteration 9 complete. Error: -5.931133261270278 Total: 3.0866; Orientation: 0.4231; Line Search: 1.9877
Adding measurement 72e92162 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.833e+03, gradient 7.738e-03, dot -0.071; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.931133261270278, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 72e92162 to history. Total: 3
th(0)=-5.931133261270278;dx=-5.955622295106678E-5
New Minimum: -5.931133261270278 > -6.0141627637190425
END: th(2714587.7094401745)=-6.0141627637190425; dx=-1.5157768351609446E-6 evalInputDelta=0.08302950244876417
Fitness changed from -5.931133261270278 to -6.0141627637190425
Iteration 10 complete. Error: -6.0141627637190425 Total: 2.3984; Orientation: 0.4219; Line Search: 1.3426
Iteration 10
Adding measurement 2b632c46 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.562e+03, gradient 6.049e-03, dot -0.050; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.0141627637190425, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 2b632c46 to history. Total: 3
th(0)=-6.0141627637190425;dx=-3.6454167302543306E-5
Armijo: th(5848401.930352104)=-4.450804349972466; dx=-3.505637358111896E-7 evalInputDelta=-1.5633584137465766
Armijo: th(2924200.965176052)=-5.50168516261531; dx=-1.997847524091032E-6 evalInputDelta=-0.5124776011037326
New Minimum: -6.0141627637190425 > -6.44654193841657
END: th(974733.655058684)=-6.44654193841657; dx=-1.199476542882391E-5 evalInputDelta=0.4323791746975276
Fitness changed from -6.0141627637190425 to -6.44654193841657
Iteration 11 complete. Error: -6.44654193841657 Total: 3.7411; Orientation: 0.4140; Line Search: 2.6807
Adding measurement 7146e5b3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.882e+04, gradient 6.759e-03, dot -0.083; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.44654193841657, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 7146e5b3 to history. Total: 3
th(0)=-6.44654193841657;dx=-4.549643128899577E-5
Armijo: th(2100000.000000001)=-6.069154680204659; dx=-3.763583350750285E-6 evalInputDelta=-0.3773872582119111
New Minimum: -6.44654193841657 > -6.458584850659528
END: th(1050000.0000000005)=-6.458584850659528; dx=-9.99035848137183E-6 evalInputDelta=0.012042912242957726
Fitness changed from -6.44654193841657 to -6.458584850659528
Iteration 12 complete. Error: -6.458584850659528 Total: 3.0184; Orientation: 0.4145; Line Search: 2.0031
Adding measurement 2c44632 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.847e+04, gradient 6.278e-03, dot -0.101; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.458584850659528, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 2c44632 to history. Total: 3
th(0)=-6.458584850659528;dx=-3.883783679276101E-5
New Minimum: -6.458584850659528 > -7.291353461339629
END: th(2262156.424533479)=-7.291353461339629; dx=-3.0285297620542093E-6 evalInputDelta=0.8327686106801009
Fitness changed from -6.458584850659528 to -7.291353461339629
Iteration 13 complete. Error: -7.291353461339629 Total: 2.3209; Orientation: 0.4138; Line Search: 1.2989
Adding measurement 39e76a75 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.747e+04, gradient 5.324e-03, dot -0.073; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -7.291353461339629, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 39e76a75 to history. Total: 3
th(0)=-7.291353461339629;dx=-2.8039754054781506E-5
Armijo: th(4873668.27529342)=-6.124429032591534; dx=-9.15631145589944E-7 evalInputDelta=-1.1669244287480947
Armijo: th(2436834.13764671)=-7.230706043369732; dx=-3.1457195054717683E-6 evalInputDelta=-0.06064741796989637
New Minimum: -7.291353461339629 > -7.808092151799018
END: th(812278.0458822367)=-7.808092151799018; dx=-1.1839517235257335E-5 evalInputDelta=0.5167386904593894
Fitness changed from -7.291353461339629 to -7.808092151799018
Iteration 14 complete. Error: -7.808092151799018 Total: 3.6946; Orientation: 0.4139; Line Search: 2.6522
Adding measurement 378e32ad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.698e+04, gradient 5.316e-03, dot -0.108; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -7.808092151799018, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 378e32ad to history. Total: 3
th(0)=-7.808092151799018;dx=-2.7940459956371334E-5
New Minimum: -7.808092151799018 > -7.982688297135585
END: th(1750000.000000001)=-7.982688297135585; dx=-5.272298276378519E-6 evalInputDelta=0.17459614533656698
Fitness changed from -7.808092151799018 to -7.982688297135585
Iteration 15 complete. Error: -7.982688297135585 Total: 2.3838; Orientation: 0.4678; Line Search: 1.3049
Iteration 15
Adding measurement c487d8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.136e+04, gradient 5.197e-03, dot -0.103; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -7.982688297135585, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement c487d8 to history. Total: 3
th(0)=-7.982688297135585;dx=-2.6789380675439603E-5
Armijo: th(3770260.707555799)=-7.555256686969421; dx=-1.7808877243944625E-6 evalInputDelta=-0.42743161016616416
New Minimum: -7.982688297135585 > -8.247064198202525
END: th(1885130.3537778994)=-8.247064198202525; dx=-5.696873457711945E-6 evalInputDelta=0.26437590106693953
Fitness changed from -7.982688297135585 to -8.247064198202525
Iteration 16 complete. Error: -8.247064198202525 Total: 4.5361; Orientation: 0.5042; Line Search: 3.3911
Adding measurement 2835608 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.926e+04, gradient 5.683e-03, dot -0.104; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.247064198202525, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 2835608 to history. Total: 3
th(0)=-8.247064198202525;dx=-3.201117169980646E-5
Armijo: th(4061390.2294111843)=-7.804274504468711; dx=-1.3977308650924276E-6 evalInputDelta=-0.4427896937338138
Armijo: th(2030695.1147055922)=-8.236494336906983; dx=-4.9946993521977195E-6 evalInputDelta=-0.010569861295541827
New Minimum: -8.247064198202525 > -8.440673114374349
END: th(676898.3715685307)=-8.440673114374349; dx=-1.4684004704730997E-5 evalInputDelta=0.19360891617182396
Fitness changed from -8.247064198202525 to -8.440673114374349
Iteration 17 complete. Error: -8.440673114374349 Total: 3.7051; Orientation: 0.4284; Line Search: 2.6717
Adding measurement 6baa3511 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.429e+05, gradient 5.480e-03, dot -0.140; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.440673114374349, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 6baa3511 to history. Total: 3
th(0)=-8.440673114374349;dx=-2.978200249749371E-5
New Minimum: -8.440673114374349 > -8.999317975763473
END: th(1458333.3333333344)=-8.999317975763473; dx=-7.095606367805586E-6 evalInputDelta=0.5586448613891246
Fitness changed from -8.440673114374349 to -8.999317975763473
Iteration 18 complete. Error: -8.999317975763473 Total: 2.3477; Orientation: 0.4153; Line Search: 1.3154
Adding measurement 50e8eeab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.535e+05, gradient 5.330e-03, dot -0.125; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.999317975763473, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 50e8eeab to history. Total: 3
th(0)=-8.999317975763473;dx=-2.8191008432652507E-5
Armijo: th(3141883.922963166)=-8.12043743061755; dx=-2.22688294618319E-6 evalInputDelta=-0.8788805451459236
New Minimum: -8.999317975763473 > -9.083967455503466
END: th(1570941.961481583)=-9.083967455503466; dx=-6.029230858105183E-6 evalInputDelta=0.08464947973999237
Fitness changed from -8.999317975763473 to -9.083967455503466
Iteration 19 complete. Error: -9.083967455503466 Total: 3.1006; Orientation: 0.4901; Line Search: 2.0009
Adding measurement 32e0cb95 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.768e+05, gradient 4.974e-03, dot -0.132; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.083967455503466, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 32e0cb95 to history. Total: 3
th(0)=-9.083967455503466;dx=-2.4578294312483222E-5
Armijo: th(3384491.857842654)=-8.166476346075793; dx=-2.4352542121688354E-6 evalInputDelta=-0.9174911094276723
Armijo: th(1692245.928921327)=-8.99292972148526; dx=-6.3141067647435245E-6 evalInputDelta=-0.09103773401820625
New Minimum: -9.083967455503466 > -9.228460508971734
END: th(564081.976307109)=-9.228460508971734; dx=-1.342102838891507E-5 evalInputDelta=0.14449305346826868
Fitness changed from -9.083967455503466 to -9.228460508971734
Iteration 20 complete. Error: -9.228460508971734 Total: 3.6643; Orientation: 0.4216; Line Search: 2.6574
Iteration 20
Adding measurement 3dce93ae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.487e+05, gradient 4.840e-03, dot -0.147; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.228460508971734, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 3dce93ae to history. Total: 3
th(0)=-9.228460508971734;dx=-2.3286328223937545E-5
New Minimum: -9.228460508971734 > -9.356293244315658
END: th(1215277.777777779)=-9.356293244315658; dx=-8.178039990959634E-6 evalInputDelta=0.12783273534392414
Fitness changed from -9.228460508971734 to -9.356293244315658
Iteration 21 complete. Error: -9.356293244315658 Total: 2.4062; Orientation: 0.4604; Line Search: 1.3212
Adding measurement 601d3546 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.958e+05, gradient 4.911e-03, dot -0.149; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.356293244315658, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 601d3546 to history. Total: 3
th(0)=-9.356293244315658;dx=-2.3963665309235713E-5
Armijo: th(2618236.6024693055)=-9.331112795178628; dx=-3.885858780349006E-6 evalInputDelta=-0.025180449137030436
New Minimum: -9.356293244315658 > -9.472653543008839
END: th(1309118.3012346528)=-9.472653543008839; dx=-7.908390999781688E-6 evalInputDelta=0.11636029869318065
Fitness changed from -9.356293244315658 to -9.472653543008839
Iteration 22 complete. Error: -9.472653543008839 Total: 2.9956; Orientation: 0.4146; Line Search: 1.9716
Adding measurement 43df210c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.394e+06, gradient 5.041e-03, dot -0.145; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.472653543008839, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 43df210c to history. Total: 3
th(0)=-9.472653543008839;dx=-2.5277723979989466E-5
New Minimum: -9.472653543008839 > -9.666324852761088
END: th(2820409.8815355455)=-9.666324852761088; dx=-3.4275524770911872E-6 evalInputDelta=0.1936713097522489
Fitness changed from -9.472653543008839 to -9.666324852761088
Iteration 23 complete. Error: -9.666324852761088 Total: 2.3688; Orientation: 0.4128; Line Search: 1.3685
Adding measurement 41e747d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.639e+05, gradient 5.452e-03, dot -0.101; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.666324852761088, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 41e747d5 to history. Total: 3
th(0)=-9.666324852761088;dx=-2.961964304076521E-5
Armijo: th(6076388.888888895)=-8.209294278099524; dx=-6.326897955818398E-7 evalInputDelta=-1.4570305746615642
New Minimum: -9.666324852761088 > -10.098407650112568
END: th(3038194.4444444473)=-10.098407650112568; dx=-3.2784328205807163E-6 evalInputDelta=0.43208279735148025
Fitness changed from -9.666324852761088 to -10.098407650112568
Iteration 24 complete. Error: -10.098407650112568 Total: 2.9913; Orientation: 0.4133; Line Search: 1.9928
Adding measurement 38724eef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.299e+05, gradient 5.290e-03, dot -0.090; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.098407650112568, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 38724eef to history. Total: 3
th(0)=-10.098407650112568;dx=-2.7820206134492662E-5
Armijo: th(6545591.506173264)=-7.64159873183014; dx=-5.496179299047137E-7 evalInputDelta=-2.4568089182824284
Armijo: th(3272795.753086632)=-9.306434234846657; dx=-2.5089995488352487E-6 evalInputDelta=-0.791973415265911
New Minimum: -10.098407650112568 > -10.419978691554748
END: th(1090931.917695544)=-10.419978691554748; dx=-1.0031236150540885E-5 evalInputDelta=0.32157104144217996
Fitness changed from -10.098407650112568 to -10.419978691554748
Iteration 25 complete. Error: -10.419978691554748 Total: 3.7999; Orientation: 0.4730; Line Search: 2.7432
Iteration 25
Adding measurement 39b8f7c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.631e+05, gradient 4.792e-03, dot -0.118; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.419978691554748, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 39b8f7c0 to history. Total: 3
th(0)=-10.419978691554748;dx=-2.2527827293916325E-5
Armijo: th(2350341.567946288)=-9.98160927338352; dx=-4.253984306197038E-6 evalInputDelta=-0.4383694181712272
Armijo: th(1175170.783973144)=-10.293332265135644; dx=-8.579992028187887E-6 evalInputDelta=-0.12664642641910362
New Minimum: -10.419978691554748 > -10.485855579153062
END: th(391723.59465771465)=-10.485855579153062; dx=-1.472777428546343E-5 evalInputDelta=0.06587688759831423
Fitness changed from -10.419978691554748 to -10.485855579153062
Iteration 26 complete. Error: -10.485855579153062 Total: 4.4280; Orientation: 0.4152; Line Search: 3.3595
Adding measurement 1053ffc1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.086e+06, gradient 4.762e-03, dot -0.129; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.485855579153062, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 1053ffc1 to history. Total: 3
th(0)=-10.485855579153062;dx=-2.252811598338232E-5
New Minimum: -10.485855579153062 > -10.56283618889629
END: th(843942.9012345688)=-10.56283618889629; dx=-1.0679882499946969E-5 evalInputDelta=0.07698060974322729
Fitness changed from -10.485855579153062 to -10.56283618889629
Iteration 27 complete. Error: -10.56283618889629 Total: 2.3598; Orientation: 0.4252; Line Search: 1.3420
Adding measurement aa4ee3e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.146e+06, gradient 4.565e-03, dot -0.140; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.56283618889629, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement aa4ee3e to history. Total: 3
th(0)=-10.56283618889629;dx=-2.0727803264884116E-5
New Minimum: -10.56283618889629 > -10.818680086440404
END: th(1818219.862825907)=-10.818680086440404; dx=-5.800054105996244E-6 evalInputDelta=0.2558438975441142
Fitness changed from -10.56283618889629 to -10.818680086440404
Iteration 28 complete. Error: -10.818680086440404 Total: 2.3812; Orientation: 0.4215; Line Search: 1.3595
Adding measurement 30d1b0d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.126e+06, gradient 4.664e-03, dot -0.125; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.818680086440404, -3.953886086128171, -3.7320856956490718, -3.60542987933762
LBFGS Accumulation History: 3 points
Removed measurement 30d1b0d9 to history. Total: 3
th(0)=-10.818680086440404;dx=-2.164890096471385E-5
Armijo: th(3917235.9465771476)=-9.937078819860995; dx=-2.0205628125948047E-6 evalInputDelta=-0.8816012665794091
Armijo: th(1958617.9732885738)=-10.641300465946365; dx=-5.3043305974492274E-6 evalInputDelta=-0.17737962049403855
New Minimum: -10.818680086440404 > -10.900094343216784
END: th(652872.657762858)=-10.900094343216784; dx=-1.1973399415676284E-5 evalInputDelta=0.08141425677638026
Fitness changed from -10.818680086440404 to -10.900094343216784
Iteration 29 complete. Error: -10.900094343216784 Total: 3.7127; Orientation: 0.4210; Line Search: 2.6726
Adding measurement 4896a60e to history. Total: 3
Accepted: LBFGS Orientation magnitude: 3.355e+04, gradient 4.601e-03, dot 0.157; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-10.900094343216784;dx=-24.16307517747026
Armijo: th(1406571.502057615)=-6.290150766410931; dx=9.104048950712774E-7 evalInputDelta=-4.609943576805853
Armijo: th(703285.7510288075)=-6.28975052879076; dx=1.8150509784978758E-6 evalInputDelta=-4.610343814426024
Armijo: th(234428.58367626916)=-6.29213494361417; dx=5.449931131660226E-6 evalInputDelta=-4.607959399602614
Armijo: th(58607.14591906729)=-6.290751375686351; dx=2.1773065313431702E-5 evalInputDelta=-4.609342967530433
Armijo: th(11721.429183813458)=-6.275042922458678; dx=1.0613669431729409E-4 evalInputDelta=-4.625051420758106
Armijo: th(1953.5715306355762)=-6.2769306551658275; dx=6.198671425474298E-4 evalInputDelta=-4.623163688050957
Armijo: th(279.08164723365377)=-6.319974877366099; dx=0.004495684766372764 evalInputDelta=-4.580119465850685
Armijo: th(34.88520590420672)=-6.892068888872857; dx=0.032076874006727166 evalInputDelta=-4.008025454343927
Armijo: th(3.8761339893563025)=-7.975829399385514; dx=0.010749604935851566 evalInputDelta=-2.92426494383127
Armijo: th(0.38761339893563024)=-10.331119970318243; dx=-7.488469820449385 evalInputDelta=-0.5689743728985412
Armijo: th(0.035237581721420934)=-10.856779510427101; dx=-13.979135791767069 evalInputDelta=-0.043314832789683066
Armijo: th(0.0029364651434517445)=-10.895824061371012; dx=-14.80335842071388 evalInputDelta=-0.004270281845771606
Armijo: th(2.2588193411167266E-4)=-10.899758944417664; dx=-14.970742820426999 evalInputDelta=-3.353987991197016E-4
Armijo: th(1.6134423865119475E-5)=-10.90007167520934; dx=-14.98044188265483 evalInputDelta=-2.266800744443742E-5
New Minimum: -10.900094343216784 > -10.900095268440577
END: th(1.0756282576746317E-6)=-10.900095268440577; dx=-14.979231615672266 evalInputDelta=9.252237926915541E-7
Fitness changed from -10.900094343216784 to -10.900095268440577
Iteration 30 complete. Error: -10.900095268440577 Total: 11.7282; Orientation: 0.4086; Line Search: 10.7247
Iteration 30
Adding measurement 4ba42354 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 3.423e+09, gradient 4.604e-03, dot -0.148; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.900095268440577, -10.900094343216784, -3.953886086128171, -3.7320856956490718, -3.60542987933762
Rejected: LBFGS Orientation magnitude: 6.002e+09, gradient 4.604e-03, dot -0.148; [aa02667e-838d-45b7-84b6-af509a5d7e9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.900095268440577, -10.900094343216784, -3.953886086128171, -3.7320856956490718
LBFGS Accumulation History: 3 points
Removed measurement 4ba42354 to history. Total: 4
Removed measurement 4896a60e to history. Total: 3
th(0)=-10.900095268440577;dx=-2.1047079393296638E-5
Armijo: th(2.3173708319127803E-6)=-10.900094343216784; dx=-1.780965358691775E-5 evalInputDelta=-9.252237926915541E-7
Armijo: th(1.1586854159563901E-6)=-10.900094343216784; dx=-1.7784389345622594E-5 evalInputDelta=-9.252237926915541E-7
END: th(3.862284719854634E-7)=-10.900095268440577; dx=-1.7809414262041468E-5 evalInputDelta=0.0
Fitness changed from -10.900095268440577 to -10.900095268440577
Static Iteration Total: 4.1814; Orientation: 0.9126; Line Search: 2.6332
Iteration 31 failed. Error: -10.900095268440577
Previous Error: 0.0 -> -10.900095268440577
Retrying iteration 31
Reset training subject: 3730613539173
Adding measurement 4dffdbcb to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-10.900095268440577;dx=-2.1072120898088288E-5
Armijo: th(8.321040183234899E-7)=-10.900094343216784; dx=-1.78110831458544E-5 evalInputDelta=-9.252237926915541E-7
END: th(4.1605200916174497E-7)=-10.900095268440577; dx=-1.779589358309495E-5 evalInputDelta=0.0
Fitness changed from -10.900095268440577 to -10.900095268440577
Static Iteration Total: 3.2132; Orientation: 0.0155; Line Search: 1.9997
Iteration 32 failed. Error: -10.900095268440577
Previous Error: 0.0 -> -10.900095268440577
Optimization terminated 32
Final threshold in iteration 32: -10.900095268440577 (> -Infinity) after 109.446s (< 3600.000s)