Reset training subject: 7847105815474
Reset training subject: 7856025233985
Adding measurement 4d23a573 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-0.166143000125885;dx=-2.296639126113005E-8
Armijo: th(2.154434690031884)=-0.16614297032356262; dx=-2.2964799079673282E-8 evalInputDelta=-2.9802322387695312E-8
New Minimum: -0.166143000125885 > -0.16614305973052979
WOLFE (weak): th(1.077217345015942)=-0.16614305973052979; dx=-2.2966746513225086E-8 evalInputDelta=5.9604644775390625E-8
Armijo: th(1.6158260175239127)=-0.166143000125885; dx=-2.2962899948998816E-8 evalInputDelta=0.0
Armijo: th(1.3465216812699272)=-0.166143000125885; dx=-2.2962544182234214E-8 evalInputDelta=0.0
Armijo: th(1.2118695131429345)=-0.166143000125885; dx=-2.296661542117907E-8 evalInputDelta=0.0
Armijo: th(1.1445434290794383)=-0.166143000125885; dx=-2.2962919292950582E-8 evalInputDelta=0.0
WOLFE (weak): th(1.1108803870476902)=-0.1661430299282074; dx=-2.2960858742890538E-8 evalInputDelta=2.9802322387695312E-8
Armijo: th(1.1277119080635643)=-0.16614294052124023; dx=-2.2952265586954387E-8 evalInputDelta=-5.9604644775390625E-8
Armijo: th(1.1192961475556271)=-0.16614297032356262; dx=-2.296032322674759E-8 evalInputDelta=-2.9802322387695312E-8
Armijo: th(1.1150882673016587)=-0.166143000125885; dx=-2.2964663872846352E-8 evalInputDelta=0.0
WOLFE (weak): th(1.1129843271746744)=-0.1661430299282074; dx=-2.2967371587632302E-8 evalInputDelta=2.9802322387695312E-8
Armijo: th(1.1140362972381666)=-0.16614294052124023; dx=-2.2966023611378574E-8 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(1.1135103122064205)=-0.1661430299282074; dx=-2.2969728786846795E-8 evalInputDelta=2.9802322387695312E-8
WOLFE (weak): th(1.1137733047222935)=-0.1661430299282074; dx=-2.2961426211906315E-8 evalInputDelta=2.9802322387695312E-8
WOLFE (weak): th(1.11390480098023)=-0.1661430299282074; dx=-2.2932471883286385E-8 evalInputDelta=2.9802322387695312E-8
Armijo: th(1.1139705491091982)=-0.16614294052124023; dx=-2.296151610272929E-8 evalInputDelta=-5.9604644775390625E-8
Armijo: th(1.113937675044714)=-0.16614294052124023; dx=-2.2957305168112233E-8 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(1.113921238012472)=-0.1661430299282074; dx=-2.296444328164772E-8 evalInputDelta=2.9802322387695312E-8
Armijo: th(1.1139294565285929)=-0.16614294052124023; dx=-2.29547496990384E-8 evalInputDelta=-5.9604644775390625E-8
mu ~= nu (1.113921238012472): th(1.077217345015942)=-0.16614305973052979
Fitness changed from -0.166143000125885 to -0.16614305973052979
Iteration 1 complete. Error: -0.16614305973052979 Total: 198.8750; Orientation: 0.0363; Line Search: 173.7390
<a id="p-3"></a>Iteration 1
<a id="p-2"></a>![Iteration 1](etc/dee87d42-bccd-4085-9528-77abd884401c.jpg)

Adding measurement 411ea4d3 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.16614305973052979;dx=-2.2964111495304592E-8
Armijo: th(2.399879410265448)=-0.166143000125885; dx=-2.2843655014642138E-8 evalInputDelta=-5.9604644775390625E-8
Armijo: th(1.199939705132724)=-0.16614305973052979; dx=-2.2972675516544827E-8 evalInputDelta=0.0
Armijo: th(0.399979901710908)=-0.16614297032356262; dx=-2.296904979982772E-8 evalInputDelta=-8.940696716308594E-8
Armijo: th(0.099994975427727)=-0.16614297032356262; dx=-2.2955265900641727E-8 evalInputDelta=-8.940696716308594E-8
Armijo: th(0.019998995085545403)=-0.16614294052124023; dx=-2.295889296853185E-8 evalInputDelta=-1.1920928955078125E-7
Armijo: th(0.0033331658475909006)=-0.16614294052124023; dx=-2.296815148048313E-8 evalInputDelta=-1.1920928955078125E-7
New Minimum: -0.16614305973052979 > -0.16614308953285217
WOLFE (weak): th(4.7616654965584296E-4)=-0.16614308953285217; dx=-2.290823688591363E-8 evalInputDelta=2.9802322387695312E-8
Armijo: th(0.0019046661986233718)=-0.16614297032356262; dx=-2.2964268492682857E-8 evalInputDelta=-8.940696716308594E-8
WOLFE (weak): th(0.0011904163741396074)=-0.16614305973052979; dx=-2.2966611376190025E-8 evalInputDelta=0.0
Armijo: th(0.0015475412863814896)=-0.1661430299282074; dx=-2.2963631557351638E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(0.0013689788302605485)=-0.16614305973052979; dx=-2.2964719635861877E-8 evalInputDelta=0.0
Armijo: th(0.001458260058321019)=-0.1661430299282074; dx=-2.2950138457924677E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(0.001413619444290784)=-0.16614305973052979; dx=-2.2964151956663586E-8 evalInputDelta=0.0
Armijo: th(0.0014359397513059014)=-0.1661430299282074; dx=-2.2946725621240478E-8 evalInputDelta=-2.9802322387695312E-8
Armijo: th(0.0014247795977983427)=-0.1661430299282074; dx=-2.296496035095725E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(0.0014191995210445633)=-0.16614305973052979; dx=-2.2964569761085982E-8 evalInputDelta=0.0
Armijo: th(0.001421989559421453)=-0.1661430299282074; dx=-2.2961380025807226E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(0.0014205945402330081)=-0.16614305973052979; dx=-2.2945072240033756E-8 evalInputDelta=0.0
WOLFE (weak): th(0.0014212920498272307)=-0.16614305973052979; dx=-2.296545378184704E-8 evalInputDelta=0.0
WOLFE (weak): th(0.0014216408046243418)=-0.16614305973052979; dx=-2.2965301344593405E-8 evalInputDelta=0.0
Armijo: th(0.0014218151820228975)=-0.166143000125885; dx=-2.295995945987107E-8 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(0.0014217279933236198)=-0.16614305973052979; dx=-2.2966720569891264E-8 evalInputDelta=0.0
Armijo: th(0.0014217715876732586)=-0.166143000125885; dx=-2.296615446299423E-8 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(0.0014217497904984392)=-0.16614305973052979; dx=-2.296948162452387E-8 evalInputDelta=0.0
Armijo: th(0.001421760689085849)=-0.166143000125885; dx=-2.2958414239247804E-8 evalInputDelta=-5.9604644775390625E-8
mu ~= nu (0.0014217497904984392): th(4.7616654965584296E-4)=-0.16614308953285217
Fitness changed from -0.16614305973052979 to -0.16614308953285217
Iteration 2 complete. Error: -0.16614308953285217 Total: 234.5290; Orientation: 0.0350; Line Search: 225.4510
<a id="p-5"></a>Iteration 2
<a id="p-4"></a>![Iteration 2](etc/5825eb52-4729-48bb-8713-52b80a3a828f.jpg)

Adding measurement 49da7e75 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.16614308953285217;dx=-2.287423654953624E-8
Armijo: th(0.0030630788093427945)=-0.16614294052124023; dx=-2.2882662747178564E-8 evalInputDelta=-1.4901161193847656E-7
Armijo: th(0.0015315394046713973)=-0.16614297032356262; dx=-2.2875521204222782E-8 evalInputDelta=-1.1920928955078125E-7
Armijo: th(5.105131348904658E-4)=-0.16614305973052979; dx=-2.287919200528109E-8 evalInputDelta=-2.9802322387695312E-8
Armijo: th(1.2762828372261644E-4)=-0.16614305973052979; dx=-2.2858783153820237E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(2.5525656744523287E-5)=-0.16614308953285217; dx=-2.2845084276787005E-8 evalInputDelta=0.0
Armijo: th(7.657697023356986E-5)=-0.16614305973052979; dx=-2.2879040738311887E-8 evalInputDelta=-2.9802322387695312E-8
Armijo: th(5.1051313489046574E-5)=-0.16614305973052979; dx=-2.287970964846336E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(3.828848511678493E-5)=-0.16614308953285217; dx=-2.2828232106243467E-8 evalInputDelta=0.0
WOLFE (weak): th(4.466989930291575E-5)=-0.16614308953285217; dx=-2.2884671920963816E-8 evalInputDelta=0.0
WOLFE (weak): th(4.7860606395981164E-5)=-0.16614308953285217; dx=-2.288393583083335E-8 evalInputDelta=0.0
Armijo: th(4.945595994251387E-5)=-0.16614305973052979; dx=-2.2881300231980382E-8 evalInputDelta=-2.9802322387695312E-8
Armijo: th(4.865828316924752E-5)=-0.16614305973052979; dx=-2.2879673670122895E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(4.8259444782614345E-5)=-0.16614308953285217; dx=-2.288270676643565E-8 evalInputDelta=0.0
Armijo: th(4.8458863975930935E-5)=-0.16614305973052979; dx=-2.2879027154578918E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(4.835915437927264E-5)=-0.16614308953285217; dx=-2.2879505875933825E-8 evalInputDelta=0.0
Armijo: th(4.8409009177601784E-5)=-0.16614305973052979; dx=-2.2865158116020747E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(4.8384081778437215E-5)=-0.16614308953285217; dx=-2.2882485072177155E-8 evalInputDelta=0.0
WOLFE (weak): th(4.83965454780195E-5)=-0.16614308953285217; dx=-2.2878467505055284E-8 evalInputDelta=0.0
WOLFE (weak): th(4.840277732781064E-5)=-0.16614308953285217; dx=-2.2880906248111536E-8 evalInputDelta=0.0
WOLFE (weak): th(4.840589325270621E-5)=-0.16614308953285217; dx=-2.287904924188839E-8 evalInputDelta=0.0
WOLFE (weak): th(4.8407451215154E-5)=-0.16614308953285217; dx=-2.2878716411876757E-8 evalInputDelta=0.0
WOLFE (weak): th(4.840823019637789E-5)=-0.16614308953285217; dx=-2.2869665419975527E-8 evalInputDelta=0.0
WOLFE (weak): th(4.8408619686989834E-5)=-0.16614308953285217; dx=-2.287787288776524E-8 evalInputDelta=0.0
mu ~= nu (4.8408619686989834E-5): th(0.0)=-0.16614308953285217
Fitness changed from -0.16614308953285217 to -0.16614308953285217
Static Iteration Total: 217.0469; Orientation: 0.0353; Line Search: 208.2573
Iteration 3 failed. Error: -0.16614308953285217
Previous Error: 0.0 -> -0.16614308953285217
Retrying iteration 3
Reset training subject: 8497556948289
Adding measurement 1bd7ac2f to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-0.16614308953285217;dx=-2.2851066794820035E-8
Armijo: th(1.0429362911625421E-4)=-0.16614305973052979; dx=-2.284411492137361E-8 evalInputDelta=-2.9802322387695312E-8
Armijo: th(5.2146814558127104E-5)=-0.16614305973052979; dx=-2.2844363047341117E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(1.7382271519375702E-5)=-0.16614308953285217; dx=-2.2838297434299906E-8 evalInputDelta=0.0
WOLFE (weak): th(3.4764543038751405E-5)=-0.16614308953285217; dx=-2.2837662282204803E-8 evalInputDelta=0.0
WOLFE (weak): th(4.3455678798439254E-5)=-0.16614308953285217; dx=-2.284940752029879E-8 evalInputDelta=0.0
WOLFE (weak): th(4.780124667828318E-5)=-0.16614308953285217; dx=-2.2837764472051147E-8 evalInputDelta=0.0
Armijo: th(4.997403061820514E-5)=-0.16614305973052979; dx=-2.2735150786499625E-8 evalInputDelta=-2.9802322387695312E-8
Armijo: th(4.888763864824416E-5)=-0.16614305973052979; dx=-2.285008835721884E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(4.8344442663263666E-5)=-0.16614308953285217; dx=-2.284843817818016E-8 evalInputDelta=0.0
Armijo: th(4.861604065575391E-5)=-0.16614305973052979; dx=-2.2846577935399005E-8 evalInputDelta=-2.9802322387695312E-8
Armijo: th(4.848024165950879E-5)=-0.16614305973052979; dx=-2.284457731980358E-8 evalInputDelta=-2.9802322387695312E-8
Armijo: th(4.841234216138623E-5)=-0.16614305973052979; dx=-2.2843857842394922E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(4.837839241232495E-5)=-0.16614308953285217; dx=-2.2841384939860392E-8 evalInputDelta=0.0
WOLFE (weak): th(4.839536728685559E-5)=-0.16614308953285217; dx=-2.2847754505042715E-8 evalInputDelta=0.0
WOLFE (weak): th(4.840385472412091E-5)=-0.16614308953285217; dx=-2.2843752086661876E-8 evalInputDelta=0.0
WOLFE (weak): th(4.840809844275357E-5)=-0.16614308953285217; dx=-2.2839979040923637E-8 evalInputDelta=0.0
Armijo: th(4.84102203020699E-5)=-0.16614305973052979; dx=-2.2843135155409762E-8 evalInputDelta=-2.9802322387695312E-8
Armijo: th(4.8409159372411735E-5)=-0.16614305973052979; dx=-2.284333677434101E-8 evalInputDelta=-2.9802322387695312E-8
WOLFE (weak): th(4.8408628907582656E-5)=-0.16614308953285217; dx=-2.2848743557834693E-8 evalInputDelta=0.0
Armijo: th(4.840889413999719E-5)=-0.16614305973052979; dx=-2.284917026926163E-8 evalInputDelta=-2.9802322387695312E-8
mu ~= nu (4.8408628907582656E-5): th(0.0)=-0.16614308953285217
Fitness changed from -0.16614308953285217 to -0.16614308953285217
Static Iteration Total: 199.2472; Orientation: 0.0358; Line Search: 182.9406
Iteration 4 failed. Error: -0.16614308953285217
Previous Error: 0.0 -> -0.16614308953285217
Optimization terminated 4
Final threshold in iteration 4: -0.16614308953285217 (> -Infinity) after 849.698s (< 3600.000s)