Reset training subject: 11062108210559 Reset training subject: 11069602868077 Adding measurement 64a1f657 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-0.3446217179298401;dx=-2.1064774834278528E-8 Armijo: th(2.154434690031884)=-0.3446216881275177; dx=-2.1064500704861713E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(1.077217345015942)=-0.3446217179298401; dx=-2.1059759946760235E-8 evalInputDelta=0.0 Armijo: th(0.3590724483386473)=-0.3446216583251953; dx=-2.1057970809614095E-8 evalInputDelta=-5.9604644775390625E-8 New Minimum: -0.3446217179298401 > -0.3446217477321625 WOLFE (weak): th(0.08976811208466183)=-0.3446217477321625; dx=-2.1060493875156856E-8 evalInputDelta=2.9802322387695312E-8 WOLFE (weak): th(0.22442028021165458)=-0.3446217477321625; dx=-2.1061099889608553E-8 evalInputDelta=2.9802322387695312E-8 Armijo: th(0.29174636427515094)=-0.3446217179298401; dx=-2.1026022971739047E-8 evalInputDelta=0.0 New Minimum: -0.3446217477321625 > -0.34462180733680725 WOLFE (weak): th(0.25808332224340275)=-0.34462180733680725; dx=-2.1067195950082716E-8 evalInputDelta=8.940696716308594E-8 Armijo: th(0.27491484325927684)=-0.3446217179298401; dx=-2.1066444613390834E-8 evalInputDelta=0.0 WOLFE (weak): th(0.2664990827513398)=-0.3446217477321625; dx=-2.0988160868141187E-8 evalInputDelta=2.9802322387695312E-8 WOLFE (weak): th(0.27070696300530833)=-0.34462180733680725; dx=-2.1061428903166036E-8 evalInputDelta=8.940696716308594E-8 Armijo: th(0.2728109031322926)=-0.3446217179298401; dx=-2.105539991950145E-8 evalInputDelta=0.0 WOLFE (weak): th(0.2717589330688005)=-0.34462177753448486; dx=-2.106103568331302E-8 evalInputDelta=5.9604644775390625E-8 Armijo: th(0.27228491810054656)=-0.3446217179298401; dx=-2.106132282778991E-8 evalInputDelta=0.0 WOLFE (weak): th(0.27202192558467353)=-0.34462180733680725; dx=-2.1057706405592814E-8 evalInputDelta=8.940696716308594E-8 WOLFE (weak): th(0.27215342184261004)=-0.34462180733680725; dx=-2.105200634399987E-8 evalInputDelta=8.940696716308594E-8 WOLFE (weak): th(0.2722191699715783)=-0.34462180733680725; dx=-2.1059092680345813E-8 evalInputDelta=8.940696716308594E-8 Armijo: th(0.2722520440360624)=-0.3446217179298401; dx=-2.105761565911898E-8 evalInputDelta=0.0 Armijo: th(0.2722356070038203)=-0.3446217179298401; dx=-2.106537475436156E-8 evalInputDelta=0.0 Armijo: th(0.27222738848769934)=-0.3446217179298401; dx=-2.102042671920284E-8 evalInputDelta=0.0 WOLFE (weak): th(0.27222327922963885)=-0.34462180733680725; dx=-2.1044974304491314E-8 evalInputDelta=8.940696716308594E-8 Armijo: th(0.2722253338586691)=-0.3446217179298401; dx=-2.103034763024758E-8 evalInputDelta=0.0 mu ~= nu (0.27222327922963885): th(0.25808332224340275)=-0.34462180733680725 Fitness changed from -0.3446217179298401 to -0.34462180733680725 Iteration 1 complete. Error: -0.34462180733680725 Total: 216.5700; Orientation: 0.0350; Line Search: 192.3577 Iteration 1 ![Iteration 1](etc/392a9c58-5b6b-42b3-abcb-37c7044efc01.jpg) Adding measurement 3ecb1251 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-0.34462180733680725;dx=-2.1056446002387293E-8 Armijo: th(0.5864894894885989)=-0.34462177753448486; dx=-2.0971445768934064E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.29324474474429946)=-0.34462177753448486; dx=-2.1053858728553998E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.09774824824809981)=-0.3446217179298401; dx=-2.1052882643563916E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(0.024437062062024954)=-0.34462177753448486; dx=-2.1053624918379165E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.004887412412404991)=-0.3446217477321625; dx=-2.1052741073378984E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(8.145687354008318E-4)=-0.3446217477321625; dx=-2.1063911611832588E-8 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(1.1636696220011883E-4)=-0.34462180733680725; dx=-2.105996746169785E-8 evalInputDelta=0.0 Armijo: th(4.6546784880047533E-4)=-0.3446217477321625; dx=-2.1052361532166285E-8 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(2.909174055002971E-4)=-0.34462180733680725; dx=-2.105873602275373E-8 evalInputDelta=0.0 Armijo: th(3.781926271503862E-4)=-0.3446217477321625; dx=-2.1054169303424197E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(3.3455501632534163E-4)=-0.3446217477321625; dx=-2.10551957868693E-8 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(3.1273621091281936E-4)=-0.34462180733680725; dx=-2.1058915586068627E-8 evalInputDelta=0.0 WOLFE (weak): th(3.2364561361908047E-4)=-0.34462180733680725; dx=-2.1054334708425652E-8 evalInputDelta=0.0 Armijo: th(3.2910031497221105E-4)=-0.3446217477321625; dx=-2.105681256439515E-8 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(3.2637296429564573E-4)=-0.34462180733680725; dx=-2.1057364796120535E-8 evalInputDelta=0.0 Armijo: th(3.277366396339284E-4)=-0.3446217477321625; dx=-2.105591281601618E-8 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(3.270548019647871E-4)=-0.34462180733680725; dx=-2.1053665668093905E-8 evalInputDelta=0.0 Armijo: th(3.273957207993578E-4)=-0.3446217477321625; dx=-2.1055485480983127E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(3.2722526138207245E-4)=-0.3446217477321625; dx=-2.1055261359592286E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(3.271400316734298E-4)=-0.3446217477321625; dx=-2.1057795316216662E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(3.2709741681910846E-4)=-0.3446217477321625; dx=-2.1058923084567398E-8 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(3.270761093919478E-4)=-0.34462180733680725; dx=-2.1053633665803283E-8 evalInputDelta=0.0 WOLFE (weak): th(3.2708676310552813E-4)=-0.34462180733680725; dx=-2.1055289695300933E-8 evalInputDelta=0.0 WOLFE (weak): th(3.2709208996231827E-4)=-0.34462180733680725; dx=-2.105624053122564E-8 evalInputDelta=0.0 WOLFE (weak): th(3.2709475339071336E-4)=-0.34462180733680725; dx=-2.106285104625839E-8 evalInputDelta=0.0 mu ~= nu (3.2709475339071336E-4): th(0.0)=-0.34462180733680725 Fitness changed from -0.34462180733680725 to -0.34462180733680725 Static Iteration Total: 233.6388; Orientation: 0.0351; Line Search: 225.6528 Iteration 2 failed. Error: -0.34462180733680725 Previous Error: 0.0 -> -0.34462180733680725 Retrying iteration 2 Reset training subject: 11512317226695 Adding measurement 4a5d5b12 to history. Total: 0 LBFGS Accumulation History: 1 points th(0)=-0.34462180733680725;dx=-2.1050025110896046E-8 Armijo: th(7.047071527236414E-4)=-0.3446217477321625; dx=-2.1054255347388054E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(3.523535763618207E-4)=-0.3446217477321625; dx=-2.1058907587525766E-8 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(1.174511921206069E-4)=-0.34462180733680725; dx=-2.1049389379454508E-8 evalInputDelta=0.0 WOLFE (weak): th(2.349023842412138E-4)=-0.34462180733680725; dx=-2.1053714923668937E-8 evalInputDelta=0.0 WOLFE (weak): th(2.9362798030151723E-4)=-0.34462180733680725; dx=-2.10578683652775E-8 evalInputDelta=0.0 WOLFE (weak): th(3.2299077833166897E-4)=-0.34462180733680725; dx=-2.105886832396419E-8 evalInputDelta=0.0 Armijo: th(3.3767217734674484E-4)=-0.3446217477321625; dx=-2.1057139018123596E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(3.303314778392069E-4)=-0.3446217477321625; dx=-2.1056961004498266E-8 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(3.2666112808543794E-4)=-0.34462180733680725; dx=-2.1049532143154255E-8 evalInputDelta=0.0 Armijo: th(3.284963029623224E-4)=-0.3446217477321625; dx=-2.105554203802807E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(3.275787155238802E-4)=-0.3446217477321625; dx=-2.105324219892626E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(3.2711992180465904E-4)=-0.3446217477321625; dx=-2.105470455903616E-8 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(3.268905249450485E-4)=-0.34462180733680725; dx=-2.105528954364745E-8 evalInputDelta=0.0 WOLFE (weak): th(3.270052233748538E-4)=-0.34462180733680725; dx=-2.1055646187654405E-8 evalInputDelta=0.0 WOLFE (weak): th(3.270625725897564E-4)=-0.34462180733680725; dx=-2.1058629863702788E-8 evalInputDelta=0.0 WOLFE (weak): th(3.2709124719720775E-4)=-0.34462180733680725; dx=-2.1043293114308538E-8 evalInputDelta=0.0 Armijo: th(3.271055845009334E-4)=-0.3446217477321625; dx=-2.105216981960136E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(3.2709841584907057E-4)=-0.3446217477321625; dx=-2.104947355619661E-8 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(3.270948315231392E-4)=-0.34462180733680725; dx=-2.10532298132798E-8 evalInputDelta=0.0 Armijo: th(3.2709662368610485E-4)=-0.3446217477321625; dx=-2.1036894114990587E-8 evalInputDelta=-5.9604644775390625E-8 mu ~= nu (3.270948315231392E-4): th(0.0)=-0.34462180733680725 Fitness changed from -0.34462180733680725 to -0.34462180733680725 Static Iteration Total: 197.0460; Orientation: 0.0359; Line Search: 180.5847 Iteration 3 failed. Error: -0.34462180733680725 Previous Error: 0.0 -> -0.34462180733680725 Optimization terminated 3 Final threshold in iteration 3: -0.34462180733680725 (> -Infinity) after 647.255s (< 3600.000s)