Reset training subject: 1035819744361400 Reset training subject: 1035840544042200 Adding measurement 74c793ca to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-1.142945796251297;dx=-8.156980350921107E-8 New Minimum: -1.142945796251297 > -1.1429459974169731 WOLFE (weak): th(2.154434690031884)=-1.1429459974169731; dx=-8.13709719007318E-8 evalInputDelta=2.0116567611694336E-7 New Minimum: -1.1429459974169731 > -1.1429461687803268 WOLFE (weak): th(4.308869380063768)=-1.1429461687803268; dx=-8.136872295964703E-8 evalInputDelta=3.725290298461914E-7 New Minimum: -1.1429461687803268 > -1.1429470926523209 WOLFE (weak): th(12.926608140191302)=-1.1429470926523209; dx=-8.136036726936176E-8 evalInputDelta=1.296401023864746E-6 New Minimum: -1.1429470926523209 > -1.1429506093263626 WOLFE (weak): th(51.70643256076521)=-1.1429506093263626; dx=-8.136039324816433E-8 evalInputDelta=4.813075065612793E-6 New Minimum: -1.1429506093263626 > -1.1429699212312698 WOLFE (weak): th(258.53216280382605)=-1.1429699212312698; dx=-8.136360898334684E-8 evalInputDelta=2.4124979972839355E-5 New Minimum: -1.1429699212312698 > -1.1430907994508743 WOLFE (weak): th(1551.1929768229563)=-1.1430907994508743; dx=-8.136012404031272E-8 evalInputDelta=1.4500319957733154E-4 New Minimum: -1.1430907994508743 > -1.1439612060785294 WOLFE (weak): th(10858.350837760694)=-1.1439612060785294; dx=-8.131614070763003E-8 evalInputDelta=0.0010154098272323608 New Minimum: -1.1439612060785294 > -1.1510535925626755 WOLFE (weak): th(86866.80670208555)=-1.1510535925626755; dx=-8.091726020166604E-8 evalInputDelta=0.008107796311378479 New Minimum: -1.1510535925626755 > -1.2142350524663925 WOLFE (weak): th(781801.26031877)=-1.2142350524663925; dx=-7.705161537659581E-8 evalInputDelta=0.07128925621509552 New Minimum: -1.2142350524663925 > -1.655930109322071 END: th(7818012.6031877)=-1.655930109322071; dx=-4.154288269451397E-8 evalInputDelta=0.5129843130707741 Fitness changed from -1.142945796251297 to -1.655930109322071 Iteration 1 complete. Error: -1.655930109322071 Total: 281.8004; Orientation: 0.0260; Line Search: 220.9752 Iteration 1 ![Iteration 1](etc/dba0430a-e0df-490d-a983-468f7192f63d.jpg) Adding measurement 1c692624 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-1.655930109322071;dx=-4.0605971662893484E-8 New Minimum: -1.655930109322071 > -2.024217404425144 END: th(1.684339755941405E7)=-2.024217404425144; dx=-1.3881382218535642E-8 evalInputDelta=0.3682872951030731 Fitness changed from -1.655930109322071 to -2.024217404425144 Iteration 2 complete. Error: -2.024217404425144 Total: 59.9173; Orientation: 0.0249; Line Search: 39.8611 Iteration 2 ![Iteration 2](etc/290826b4-d3e8-4a9a-bef4-a5b85d8b5786.jpg) Adding measurement 538eaa69 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-2.024217404425144;dx=-1.637890626272884E-8 New Minimum: -2.024217404425144 > -2.1476678289473057 END: th(3.6288E7)=-2.1476678289473057; dx=-2.7198047806590634E-9 evalInputDelta=0.12345042452216148 Fitness changed from -2.024217404425144 to -2.1476678289473057 Iteration 3 complete. Error: -2.1476678289473057 Total: 59.9086; Orientation: 0.0261; Line Search: 39.6632 Iteration 3 ![Iteration 3](etc/03c895f1-b778-4126-bb07-12a4ec04e4b0.jpg) Adding measurement c1792a1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.523e+03, gradient 1.039e-04, dot -0.762; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.142945796251297, -1.655930109322071, -2.024217404425144, -2.1476678289473057 LBFGS Accumulation History: 3 points Removed measurement 74c793ca to history. Total: 4 th(0)=-2.1476678289473057;dx=-1.0786021092476609E-8 Armijo: th(7.8180126031877E7)=-1.8688084855675697; dx=1.9234444303425113E-9 evalInputDelta=-0.27885934337973595 New Minimum: -2.1476678289473057 > -2.2447931841015816 END: th(3.90900630159385E7)=-2.2447931841015816; dx=-1.966322578680096E-9 evalInputDelta=0.0971253551542759 Fitness changed from -2.1476678289473057 to -2.2447931841015816 Iteration 4 complete. Error: -2.2447931841015816 Total: 80.6827; Orientation: 0.6989; Line Search: 59.9685 Iteration 4 ![Iteration 4](etc/6b5a2980-90ae-4969-b6d2-e766913f4628.jpg) Adding measurement 477e0ec6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.317e+03, gradient 9.016e-05, dot -0.738; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.655930109322071, -2.024217404425144, -2.1476678289473057, -2.2447931841015816 LBFGS Accumulation History: 3 points Removed measurement 1c692624 to history. Total: 4 th(0)=-2.2447931841015816;dx=-8.124772623706492E-9 Armijo: th(8.421698779707026E7)=-1.9229476153850555; dx=2.2758023617482596E-9 evalInputDelta=-0.32184556871652603 New Minimum: -2.2447931841015816 > -2.296145975589752 END: th(4.210849389853513E7)=-2.296145975589752; dx=-1.518042978449643E-9 evalInputDelta=0.051352791488170624 Fitness changed from -2.2447931841015816 to -2.296145975589752 Iteration 5 complete. Error: -2.296145975589752 Total: 80.1173; Orientation: 0.7043; Line Search: 59.6093 Iteration 5 ![Iteration 5](etc/8784d88c-e104-4a81-b3a2-cf941a62f06a.jpg) Adding measurement 58bb118a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.421e+03, gradient 8.329e-05, dot -0.709; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.024217404425144, -2.1476678289473057, -2.2447931841015816, -2.296145975589752 LBFGS Accumulation History: 3 points Removed measurement 538eaa69 to history. Total: 4 th(0)=-2.296145975589752;dx=-6.931384047822074E-9 Armijo: th(9.072000000000001E7)=-1.8700374588370323; dx=2.769864583172008E-9 evalInputDelta=-0.4261085167527199 New Minimum: -2.296145975589752 > -2.302394226193428 END: th(4.536000000000001E7)=-2.302394226193428; dx=-9.788735671746661E-10 evalInputDelta=0.006248250603675842 Fitness changed from -2.296145975589752 to -2.302394226193428 Iteration 6 complete. Error: -2.302394226193428 Total: 81.1378; Orientation: 0.6899; Line Search: 60.2817 Adding measurement 40740f97 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.325e+03, gradient 8.263e-05, dot -0.670; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.1476678289473057, -2.2447931841015816, -2.296145975589752, -2.302394226193428 LBFGS Accumulation History: 3 points Removed measurement c1792a1 to history. Total: 4 th(0)=-2.302394226193428;dx=-6.823664017108515E-9 Armijo: th(9.772515753984627E7)=-1.7474726513028145; dx=3.870319359452211E-9 evalInputDelta=-0.5549215748906136 Armijo: th(4.8862578769923136E7)=-2.2877849712967873; dx=-4.1686328167858425E-10 evalInputDelta=-0.014609254896640778 New Minimum: -2.302394226193428 > -2.3578526377677917 END: th(1.6287526256641045E7)=-2.3578526377677917; dx=-4.33222909951516E-9 evalInputDelta=0.05545841157436371 Fitness changed from -2.302394226193428 to -2.3578526377677917 Iteration 7 complete. Error: -2.3578526377677917 Total: 99.7557; Orientation: 0.7395; Line Search: 78.9858 Adding measurement 45c9cc7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.719e+03, gradient 6.640e-05, dot -0.932; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.2447931841015816, -2.296145975589752, -2.302394226193428, -2.3578526377677917 LBFGS Accumulation History: 3 points Removed measurement 477e0ec6 to history. Total: 4 th(0)=-2.3578526377677917;dx=-4.404944887114772E-9 New Minimum: -2.3578526377677917 > -2.3606398068368435 END: th(3.509041158211262E7)=-2.3606398068368435; dx=-2.1215709101249786E-9 evalInputDelta=0.0027871690690517426 Fitness changed from -2.3578526377677917 to -2.3606398068368435 Iteration 8 complete. Error: -2.3606398068368435 Total: 60.9290; Orientation: 0.7245; Line Search: 40.1337 Adding measurement 4da8e04d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.338e+03, gradient 6.453e-05, dot -0.762; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.296145975589752, -2.302394226193428, -2.3578526377677917, -2.3606398068368435 LBFGS Accumulation History: 3 points Removed measurement 58bb118a to history. Total: 4 th(0)=-2.3606398068368435;dx=-4.1606590433570636E-9 Armijo: th(7.560000000000003E7)=-2.2000699378550053; dx=-2.7514833814163724E-10 evalInputDelta=-0.16056986898183823 Armijo: th(3.7800000000000015E7)=-2.3532734401524067; dx=-1.7522896151296558E-9 evalInputDelta=-0.007366366684436798 New Minimum: -2.3606398068368435 > -2.3764031268656254 END: th(1.2600000000000006E7)=-2.3764031268656254; dx=-3.1296838726822717E-9 evalInputDelta=0.01576332002878189 Fitness changed from -2.3606398068368435 to -2.3764031268656254 Iteration 9 complete. Error: -2.3764031268656254 Total: 100.1151; Orientation: 0.7194; Line Search: 79.4240 Adding measurement 7bd93db3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.408e+03, gradient 5.781e-05, dot -0.929; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.302394226193428, -2.3578526377677917, -2.3606398068368435, -2.3764031268656254 LBFGS Accumulation History: 3 points Removed measurement 40740f97 to history. Total: 4 th(0)=-2.3764031268656254;dx=-3.3384874342285345E-9 New Minimum: -2.3764031268656254 > -2.3773247934877872 END: th(2.7145877094401747E7)=-2.3773247934877872; dx=-2.384084639380839E-9 evalInputDelta=9.216666221618652E-4 Fitness changed from -2.3764031268656254 to -2.3773247934877872 Iteration 10 complete. Error: -2.3773247934877872 Total: 61.4100; Orientation: 0.7118; Line Search: 40.5276 Iteration 10 ![Iteration 10](etc/dc76592f-e88b-4afe-b432-819181fc443d.jpg) Adding measurement 2af50824 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.977e+03, gradient 5.652e-05, dot -0.865; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.3578526377677917, -2.3606398068368435, -2.3764031268656254, -2.3773247934877872 LBFGS Accumulation History: 3 points Removed measurement 45c9cc7 to history. Total: 4 th(0)=-2.3773247934877872;dx=-3.1921470949488517E-9 Armijo: th(5.8484019303521045E7)=-2.3174125403165817; dx=-1.471969327198862E-9 evalInputDelta=-0.05991225317120552 Armijo: th(2.9242009651760522E7)=-2.37394792586565; dx=-2.2048038299829874E-9 evalInputDelta=-0.0033768676221370697 New Minimum: -2.3773247934877872 > -2.382036481052637 END: th(9747336.55058684)=-2.382036481052637; dx=-2.8000260645722327E-9 evalInputDelta=0.0047116875648498535 Fitness changed from -2.3773247934877872 to -2.382036481052637 Iteration 11 complete. Error: -2.382036481052637 Total: 100.9439; Orientation: 0.6945; Line Search: 80.3889 Adding measurement 173312f8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.995e+03, gradient 5.388e-05, dot -0.964; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.3606398068368435, -2.3764031268656254, -2.3773247934877872, -2.382036481052637 LBFGS Accumulation History: 3 points Removed measurement 4da8e04d to history. Total: 4 th(0)=-2.382036481052637;dx=-2.900338878214467E-9 Armijo: th(2.100000000000001E7)=-2.3819641172885895; dx=-2.3931581279898996E-9 evalInputDelta=-7.236376404762268E-5 New Minimum: -2.382036481052637 > -2.3844402953982353 WOLFE (weak): th(1.0500000000000006E7)=-2.3844402953982353; dx=-2.6352137708154893E-9 evalInputDelta=0.002403814345598221 END: th(1.5750000000000007E7)=-2.383844815194607; dx=-2.5110824291470335E-9 evalInputDelta=0.0018083341419696808 Fitness changed from -2.382036481052637 to -2.3844402953982353 Iteration 12 complete. Error: -2.3844402953982353 Total: 101.1923; Orientation: 0.7541; Line Search: 80.3583 Adding measurement 7b1a5f24 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.154e+04, gradient 5.263e-05, dot -0.968; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.3764031268656254, -2.3773247934877872, -2.382036481052637, -2.3844402953982353 LBFGS Accumulation History: 3 points Removed measurement 7bd93db3 to history. Total: 4 th(0)=-2.3844402953982353;dx=-2.767358796897718E-9 Armijo: th(3.3932346368002184E7)=-2.371921829879284; dx=-2.0992383651167176E-9 evalInputDelta=-0.012518465518951416 Armijo: th(1.6966173184001092E7)=-2.3843491077423096; dx=-2.426021967274742E-9 evalInputDelta=-9.118765592575073E-5 New Minimum: -2.3844402953982353 > -2.385682485997677 WOLFE (weak): th(5655391.061333697)=-2.385682485997677; dx=-2.643081278870946E-9 evalInputDelta=0.0012421905994415283 WOLFE (weak): th(1.1310782122667395E7)=-2.3856700137257576; dx=-2.530538637341392E-9 evalInputDelta=0.0012297183275222778 END: th(1.4138477653334243E7)=-2.385179452598095; dx=-2.4771763616602766E-9 evalInputDelta=7.391571998596191E-4 Fitness changed from -2.3844402953982353 to -2.385682485997677 Iteration 13 complete. Error: -2.385682485997677 Total: 139.8198; Orientation: 0.7191; Line Search: 118.9032 Adding measurement 609ec1db to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.269e+04, gradient 5.206e-05, dot -0.984; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.3773247934877872, -2.382036481052637, -2.3844402953982353, -2.385682485997677 LBFGS Accumulation History: 3 points Removed measurement 2af50824 to history. Total: 4 th(0)=-2.385682485997677;dx=-2.706991310681256E-9 Armijo: th(3.0460426720583875E7)=-2.3758892230689526; dx=-2.1452975618018284E-9 evalInputDelta=-0.009793262928724289 Armijo: th(1.5230213360291937E7)=-2.3854265362024307; dx=-2.420410725823959E-9 evalInputDelta=-2.5594979524612427E-4 New Minimum: -2.385682485997677 > -2.386564053595066 WOLFE (weak): th(5076737.786763979)=-2.386564053595066; dx=-2.6006383325171677E-9 evalInputDelta=8.815675973892212E-4 WOLFE (weak): th(1.0153475573527958E7)=-2.386504538357258; dx=-2.512750004473443E-9 evalInputDelta=8.220523595809937E-4 WOLFE (weak): th(1.2691844466909949E7)=-2.3860959857702255; dx=-2.461468189372031E-9 evalInputDelta=4.1349977254867554E-4 WOLFE (weak): th(1.3961028913600944E7)=-2.3857929967343807; dx=-2.443244411026913E-9 evalInputDelta=1.1051073670387268E-4 Armijo: th(1.459562113694644E7)=-2.38561699539423; dx=-2.430620973908805E-9 evalInputDelta=-6.549060344696045E-5 WOLFE (weak): th(1.4278325025273692E7)=-2.3857071064412594; dx=-2.4375751017914026E-9 evalInputDelta=2.462044358253479E-5 Armijo: th(1.4436973081110066E7)=-2.3856626339256763; dx=-2.4345420570986084E-9 evalInputDelta=-1.985207200050354E-5 END: th(1.4357649053191878E7)=-2.385684922337532; dx=-2.435238711073111E-9 evalInputDelta=2.436339855194092E-6 Fitness changed from -2.385682485997677 to -2.386564053595066 Iteration 14 complete. Error: -2.386564053595066 Total: 239.9133; Orientation: 0.7588; Line Search: 219.7396 Adding measurement 6e2d6be0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.279e+04, gradient 5.160e-05, dot -0.985; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.382036481052637, -2.3844402953982353, -2.385682485997677, -2.386564053595066 LBFGS Accumulation History: 3 points Removed measurement 173312f8 to history. Total: 4 th(0)=-2.386564053595066;dx=-2.6582487101069282E-9 Armijo: th(3.0932617187500015E7)=-2.375849209725857; dx=-2.1123997075534033E-9 evalInputDelta=-0.01071484386920929 Armijo: th(1.5466308593750007E7)=-2.3858123645186424; dx=-2.3784152190307105E-9 evalInputDelta=-7.51689076423645E-4 New Minimum: -2.386564053595066 > -2.3872776851058006 WOLFE (weak): th(5155436.197916669)=-2.3872776851058006; dx=-2.561190539972829E-9 evalInputDelta=7.136315107345581E-4 WOLFE (weak): th(1.0310872395833338E7)=-2.3870159536600113; dx=-2.4681496316621258E-9 evalInputDelta=4.5190006494522095E-4 Armijo: th(1.2888590494791672E7)=-2.3865309804677963; dx=-2.420787496507785E-9 evalInputDelta=-3.307312726974487E-5 WOLFE (weak): th(1.1599731445312504E7)=-2.3868022561073303; dx=-2.4441605417391264E-9 evalInputDelta=2.382025122642517E-4 WOLFE (weak): th(1.2244160970052088E7)=-2.3866731487214565; dx=-2.43299779328672E-9 evalInputDelta=1.0909512639045715E-4 WOLFE (weak): th(1.2566375732421879E7)=-2.386603571474552; dx=-2.426137329677996E-9 evalInputDelta=3.9517879486083984E-5 WOLFE (weak): th(1.2727483113606775E7)=-2.3865678049623966; dx=-2.4228794721622763E-9 evalInputDelta=3.7513673305511475E-6 Armijo: th(1.2808036804199222E7)=-2.3865494057536125; dx=-2.4223820970168446E-9 evalInputDelta=-1.4647841453552246E-5 Armijo: th(1.2767759958903E7)=-2.3865584433078766; dx=-2.422525567754679E-9 evalInputDelta=-5.610287189483643E-6 Armijo: th(1.2747621536254887E7)=-2.386563077569008; dx=-2.4233689665842245E-9 evalInputDelta=-9.760260581970215E-7 WOLFE (weak): th(1.2737552324930832E7)=-2.3865655176341534; dx=-2.42272703200856E-9 evalInputDelta=1.4640390872955322E-6 WOLFE (weak): th(1.274258693059286E7)=-2.386564329266548; dx=-2.423022169536744E-9 evalInputDelta=2.7567148208618164E-7 Armijo: th(1.2745104233423874E7)=-2.3865635618567467; dx=-2.4229426094579686E-9 evalInputDelta=-4.917383193969727E-7 Armijo: th(1.2743845582008366E7)=-2.3865638598799706; dx=-2.4239543228335873E-9 evalInputDelta=-1.9371509552001953E-7 WOLFE (weak): th(1.2743216256300613E7)=-2.386564165353775; dx=-2.423115025510948E-9 evalInputDelta=1.1175870895385742E-7 Armijo: th(1.274353091915449E7)=-2.3865640349686146; dx=-2.423013537157632E-9 evalInputDelta=-1.862645149230957E-8 Armijo: th(1.274337358772755E7)=-2.3865640871226788; dx=-2.422650983597178E-9 evalInputDelta=3.3527612686157227E-8 WOLFE (weak): th(1.2743294922014082E7)=-2.3865641206502914; dx=-2.4223409479641774E-9 evalInputDelta=6.705522537231445E-8 mu ~= nu (1.2743294922014082E7): th(5155436.197916669)=-2.3872776851058006 Fitness changed from -2.386564053595066 to -2.3872776851058006 Iteration 15 complete. Error: -2.3872776851058006 Total: 457.7176; Orientation: 0.7225; Line Search: 437.3287 Iteration 15 ![Iteration 15](etc/c2828e72-440d-40a2-9dea-1a0a05401be4.jpg) Adding measurement 469b5638 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.377e+04, gradient 5.133e-05, dot -0.984; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.3844402953982353, -2.385682485997677, -2.386564053595066, -2.3872776851058006 LBFGS Accumulation History: 3 points Removed measurement 7b1a5f24 to history. Total: 4 th(0)=-2.3872776851058006;dx=-2.6314191025087496E-9 Armijo: th(2.7454681385365296E7)=-2.379149153828621; dx=-2.138417356858911E-9 evalInputDelta=-0.008128531277179718 Armijo: th(1.3727340692682648E7)=-2.3866754360497; dx=-2.37803307974657E-9 evalInputDelta=-6.022490561008453E-4 New Minimum: -2.3872776851058006 > -2.387797102332115 WOLFE (weak): th(4575780.230894216)=-2.387797102332115; dx=-2.537786945970799E-9 evalInputDelta=5.194172263145447E-4 WOLFE (weak): th(9151560.461788433)=-2.3876030072569847; dx=-2.4523002159351402E-9 evalInputDelta=3.2532215118408203E-4 Armijo: th(1.143945057723554E7)=-2.3872390538454056; dx=-2.4170282321384902E-9 evalInputDelta=-3.863126039505005E-5 WOLFE (weak): th(1.0295505519511987E7)=-2.387445956468582; dx=-2.4352738683988584E-9 evalInputDelta=1.6827136278152466E-4 WOLFE (weak): th(1.0867478048373763E7)=-2.3873491883277893; dx=-2.4267984893531957E-9 evalInputDelta=7.150322198867798E-5 WOLFE (weak): th(1.115346431280465E7)=-2.387295864522457; dx=-2.421336435222102E-9 evalInputDelta=1.817941665649414E-5 Armijo: th(1.1296457445020095E7)=-2.3872679099440575; dx=-2.4195169755685715E-9 evalInputDelta=-9.775161743164062E-6 WOLFE (weak): th(1.1224960878912373E7)=-2.3872819505631924; dx=-2.421155275115263E-9 evalInputDelta=4.265457391738892E-6 Armijo: th(1.1260709161966234E7)=-2.387275069952011; dx=-2.4197859911281413E-9 evalInputDelta=-2.6151537895202637E-6 WOLFE (weak): th(1.1242835020439304E7)=-2.3872784972190857; dx=-2.4205605092823002E-9 evalInputDelta=8.121132850646973E-7 Armijo: th(1.125177209120277E7)=-2.3872766233980656; dx=-2.4206306322357553E-9 evalInputDelta=-1.0617077350616455E-6 Armijo: th(1.1247303555821037E7)=-2.387277662754059; dx=-2.4205184513321373E-9 evalInputDelta=-2.2351741790771484E-8 WOLFE (weak): th(1.1245069288130172E7)=-2.3872780427336693; dx=-2.4206458496603347E-9 evalInputDelta=3.5762786865234375E-7 WOLFE (weak): th(1.1246186421975605E7)=-2.387277916073799; dx=-2.4208350026228224E-9 evalInputDelta=2.3096799850463867E-7 WOLFE (weak): th(1.1246744988898322E7)=-2.3872778192162514; dx=-2.4202773698817867E-9 evalInputDelta=1.341104507446289E-7 Armijo: th(1.124702427235968E7)=-2.3872776851058006; dx=-2.4201094432579987E-9 evalInputDelta=0.0 WOLFE (weak): th(1.1246884630629001E7)=-2.387277737259865; dx=-2.4211602562983645E-9 evalInputDelta=5.21540641784668E-8 WOLFE (weak): th(1.124695445149434E7)=-2.3872777447104454; dx=-2.4196865066574363E-9 evalInputDelta=5.9604644775390625E-8 mu ~= nu (1.124695445149434E7): th(4575780.230894216)=-2.387797102332115 Fitness changed from -2.3872776851058006 to -2.387797102332115 Iteration 16 complete. Error: -2.387797102332115 Total: 459.6263; Orientation: 0.7216; Line Search: 438.9186 Adding measurement 55292dd3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.279e+04, gradient 5.098e-05, dot -0.986; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.385682485997677, -2.386564053595066, -2.3872776851058006, -2.387797102332115 LBFGS Accumulation History: 3 points Removed measurement 609ec1db to history. Total: 4 th(0)=-2.387797102332115;dx=-2.595259825362394E-9 Armijo: th(2.4230904039755113E7)=-2.3815789110958576; dx=-2.1832229779439403E-9 evalInputDelta=-0.006218191236257553 Armijo: th(1.2115452019877557E7)=-2.38722400739789; dx=-2.3791701492968504E-9 evalInputDelta=-5.730949342250824E-4 New Minimum: -2.387797102332115 > -2.388150170445442 WOLFE (weak): th(4038484.006625852)=-2.388150170445442; dx=-2.5113987549595622E-9 evalInputDelta=3.5306811332702637E-4 WOLFE (weak): th(8076968.013251704)=-2.387971557676792; dx=-2.445581704086954E-9 evalInputDelta=1.7445534467697144E-4 Armijo: th(1.009621001656463E7)=-2.3876647651195526; dx=-2.4143864039582243E-9 evalInputDelta=-1.3233721256256104E-4 WOLFE (weak): th(9086589.014908167)=-2.3878358900547028; dx=-2.4292718550907636E-9 evalInputDelta=3.878772258758545E-5 Armijo: th(9591399.515736397)=-2.3877547085285187; dx=-2.4215598053675667E-9 evalInputDelta=-4.239380359649658E-5 Armijo: th(9338994.265322283)=-2.387796238064766; dx=-2.4256792160350252E-9 evalInputDelta=-8.642673492431641E-7 WOLFE (weak): th(9212791.640115224)=-2.38781626150012; dx=-2.4274769610155107E-9 evalInputDelta=1.9159168004989624E-5 WOLFE (weak): th(9275892.952718753)=-2.387806225568056; dx=-2.425549311012833E-9 evalInputDelta=9.123235940933228E-6 WOLFE (weak): th(9307443.609020518)=-2.3878012597560883; dx=-2.425887336171394E-9 evalInputDelta=4.157423973083496E-6 WOLFE (weak): th(9323218.9371714)=-2.387798834592104; dx=-2.424878050934018E-9 evalInputDelta=1.73225998878479E-6 WOLFE (weak): th(9331106.601246841)=-2.387797489762306; dx=-2.4250067706418284E-9 evalInputDelta=3.8743019104003906E-7 Armijo: th(9335050.433284562)=-2.387796774506569; dx=-2.4254129330938154E-9 evalInputDelta=-3.2782554626464844E-7 WOLFE (weak): th(9333078.517265702)=-2.387797139585018; dx=-2.4247917673686654E-9 evalInputDelta=3.725290298461914E-8 Armijo: th(9334064.475275133)=-2.387797001749277; dx=-2.4249332581869668E-9 evalInputDelta=-1.0058283805847168E-7 Armijo: th(9333571.496270418)=-2.387797076255083; dx=-2.425611389137738E-9 evalInputDelta=-2.60770320892334E-8 WOLFE (weak): th(9333325.006768059)=-2.387797124683857; dx=-2.4247566397363756E-9 evalInputDelta=2.2351741790771484E-8 Armijo: th(9333448.251519239)=-2.3877970799803734; dx=-2.4256520195530583E-9 evalInputDelta=-2.2351741790771484E-8 WOLFE (weak): th(9333386.629143648)=-2.387797124683857; dx=-2.4250212866504786E-9 evalInputDelta=2.2351741790771484E-8 mu ~= nu (9333386.629143648): th(4038484.006625852)=-2.388150170445442 Fitness changed from -2.387797102332115 to -2.388150170445442 Iteration 17 complete. Error: -2.388150170445442 Total: 464.6381; Orientation: 0.7005; Line Search: 443.8721 Adding measurement ba83328 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.224e+04, gradient 5.062e-05, dot -0.988; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.386564053595066, -2.3872776851058006, -2.387797102332115, -2.388150170445442 LBFGS Accumulation History: 3 points Removed measurement 6e2d6be0 to history. Total: 4 th(0)=-2.388150170445442;dx=-2.5598655194023964E-9 Armijo: th(2.0108238309998654E7)=-2.3843221738934517; dx=-2.2254091299842593E-9 evalInputDelta=-0.003827996551990509 Armijo: th(1.0054119154999327E7)=-2.387894243001938; dx=-2.385887862126832E-9 evalInputDelta=-2.559274435043335E-4 New Minimum: -2.388150170445442 > -2.3884245455265045 WOLFE (weak): th(3351373.0516664423)=-2.3884245455265045; dx=-2.4953791131715433E-9 evalInputDelta=2.743750810623169E-4 WOLFE (weak): th(6702746.103332885)=-2.3883306309580803; dx=-2.4427125199434343E-9 evalInputDelta=1.8046051263809204E-4 WOLFE (weak): th(8378432.629166106)=-2.388155911117792; dx=-2.413125237585827E-9 evalInputDelta=5.7406723499298096E-6 Armijo: th(9216275.892082717)=-2.388036735355854; dx=-2.3979864704195726E-9 evalInputDelta=-1.1343508958816528E-4 Armijo: th(8797354.260624412)=-2.388099405914545; dx=-2.406376858658765E-9 evalInputDelta=-5.07645308971405E-5 Armijo: th(8587893.44489526)=-2.3881284035742283; dx=-2.409422901351271E-9 evalInputDelta=-2.1766871213912964E-5 Armijo: th(8483163.037030682)=-2.3881424255669117; dx=-2.4110445236042793E-9 evalInputDelta=-7.74487853050232E-6 Armijo: th(8430797.833098393)=-2.388149082660675; dx=-2.411140801522764E-9 evalInputDelta=-1.087784767150879E-6 WOLFE (weak): th(8404615.23113225)=-2.388152562081814; dx=-2.412335862484371E-9 evalInputDelta=2.391636371612549E-6 WOLFE (weak): th(8417706.532115322)=-2.3881508857011795; dx=-2.4119214919295674E-9 evalInputDelta=7.152557373046875E-7 Armijo: th(8424252.182606857)=-2.38815001770854; dx=-2.412094439492382E-9 evalInputDelta=-1.5273690223693848E-7 WOLFE (weak): th(8420979.35736109)=-2.388150505721569; dx=-2.4116844132590384E-9 evalInputDelta=3.3527612686157227E-7 WOLFE (weak): th(8422615.769983973)=-2.388150203973055; dx=-2.4124294445154823E-9 evalInputDelta=3.3527612686157227E-8 Armijo: th(8423433.976295415)=-2.388150054961443; dx=-2.412451983323557E-9 evalInputDelta=-1.1548399925231934E-7 Armijo: th(8423024.873139694)=-2.38815014064312; dx=-2.4129313347622084E-9 evalInputDelta=-2.9802322387695312E-8 Armijo: th(8422820.321561834)=-2.3881501257419586; dx=-2.4118796935420004E-9 evalInputDelta=-4.470348358154297E-8 WOLFE (weak): th(8422718.045772903)=-2.388150215148926; dx=-2.412239118389651E-9 evalInputDelta=4.470348358154297E-8 Armijo: th(8422769.18366737)=-2.388150170445442; dx=-2.4121969463222146E-9 evalInputDelta=0.0 mu ~= nu (8422718.045772903): th(3351373.0516664423)=-2.3884245455265045 Fitness changed from -2.388150170445442 to -2.3884245455265045 Iteration 18 complete. Error: -2.3884245455265045 Total: 458.7083; Orientation: 0.7362; Line Search: 438.1980 Adding measurement c997ae8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.290e+04, gradient 5.046e-05, dot -0.988; [becf8048-2ee5-424f-b0b5-0d18561e7f7b = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.3872776851058006, -2.387797102332115, -2.388150170445442, -2.3884245455265045 LBFGS Accumulation History: 3 points Removed measurement 469b5638 to history. Total: 4 th(0)=-2.3884245455265045;dx=-2.5429540523539338E-9 Armijo: th(1.8146251028797604E7)=-2.3855971470475197; dx=-2.2391716940880806E-9 evalInputDelta=-0.0028273984789848328 Armijo: th(9073125.514398802)=-2.388330355286598; dx=-2.3827519197268957E-9 evalInputDelta=-9.419023990631104E-5 New Minimum: -2.3884245455265045 > -2.388666555285454 WOLFE (weak): th(3024375.171466267)=-2.388666555285454; dx=-2.4854075054836632E-9 evalInputDelta=2.4200975894927979E-4 WOLFE (weak): th(6048750.342932534)=-2.388635039329529; dx=-2.432954734783702E-9 evalInputDelta=2.10493803024292E-4 WOLFE (weak): th(7560937.928665668)=-2.3885182961821556; dx=-2.4077549169692682E-9 evalInputDelta=9.375065565109253E-5 WOLFE (weak): th(8317031.721532235)=-2.3884338326752186; dx=-2.3967117852004917E-9 evalInputDelta=9.287148714065552E-6 Armijo: th(8695078.61796552)=-2.388384684920311; dx=-2.389024887430373E-9 evalInputDelta=-3.986060619354248E-5 Armijo: th(8506055.169748876)=-2.3884097039699554; dx=-2.394551284165454E-9 evalInputDelta=-1.4841556549072266E-5 Armijo: th(8411543.445640557)=-2.3884219750761986; dx=-2.394886021820266E-9 evalInputDelta=-2.5704503059387207E-6 WOLFE (weak): th(8364287.583586396)=-2.3884278759360313; dx=-2.396279567140184E-9 evalInputDelta=3.330409526824951E-6 WOLFE (weak): th(8387915.514613476)=-2.388424873352051; dx=-2.396331805417992E-9 evalInputDelta=3.2782554626464844E-7 Armijo: th(8399729.480127016)=-2.388423413038254; dx=-2.3955921801754498E-9 evalInputDelta=-1.1324882507324219E-6 Armijo: th(8393822.497370247)=-2.388424165546894; dx=-2.396150164927367E-9 evalInputDelta=-3.7997961044311523E-7 WOLFE (weak): th(8390869.005991861)=-2.3884245678782463; dx=-2.396062940422763E-9 evalInputDelta=2.2351741790771484E-8 Armijo: th(8392345.751681054)=-2.388424374163151; dx=-2.3957243237021377E-9 evalInputDelta=-1.7136335372924805E-7 Armijo: th(8391607.378836457)=-2.388424515724182; dx=-2.3961406396513007E-9 evalInputDelta=-2.9802322387695312E-8 Armijo: th(8391238.192414159)=-2.388424526900053; dx=-2.3952692247360296E-9 evalInputDelta=-1.862645149230957E-8 WOLFE (weak): th(8391053.59920301)=-2.3884246200323105; dx=-2.395749687139178E-9 evalInputDelta=7.450580596923828E-8 Armijo: th(8391145.895808585)=-2.3884245231747627; dx=-2.3959863665764614E-9 evalInputDelta=-2.2351741790771484E-8 WOLFE (weak): th(8391099.747505797)=-2.3884245604276657; dx=-2.39627955741903E-9 evalInputDelta=1.4901161193847656E-8 mu ~= nu (8391099.747505797): th(3024375.171466267)=-2.388666555285454 Fitness changed from -2.3884245455265045 to -2.388666555285454 Iteration 19 complete. Error: -2.388666555285454 Total: 458.9569; Orientation: 0.7083; Line Search: 438.3107 Final threshold in iteration 19: -2.388666555285454 (> -Infinity) after 3847.291s (< 3600.000s)