Reset training subject: 604793293113500 Reset training subject: 604804475950300 Adding measurement 414422f4 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=12.398583337664604;dx=-1.2069963253184096E-6 New Minimum: 12.398583337664604 > 12.398579329252243 WOLFE (weak): th(2.154434690031884)=12.398579329252243; dx=-1.205609628132993E-6 evalInputDelta=4.0084123611450195E-6 New Minimum: 12.398579329252243 > 12.398576140403748 WOLFE (weak): th(4.308869380063768)=12.398576140403748; dx=-1.20579806605001E-6 evalInputDelta=7.197260856628418E-6 New Minimum: 12.398576140403748 > 12.398560851812363 WOLFE (weak): th(12.926608140191302)=12.398560851812363; dx=-1.2056737278393354E-6 evalInputDelta=2.2485852241516113E-5 New Minimum: 12.398560851812363 > 12.398494139313698 WOLFE (weak): th(51.70643256076521)=12.398494139313698; dx=-1.2056713736075301E-6 evalInputDelta=8.919835090637207E-5 New Minimum: 12.398494139313698 > 12.398136004805565 WOLFE (weak): th(258.53216280382605)=12.398136004805565; dx=-1.2056771946898882E-6 evalInputDelta=4.4733285903930664E-4 New Minimum: 12.398136004805565 > 12.395899161696434 WOLFE (weak): th(1551.1929768229563)=12.395899161696434; dx=-1.2056003792862926E-6 evalInputDelta=0.002684175968170166 New Minimum: 12.395899161696434 > 12.379806727170944 WOLFE (weak): th(10858.350837760694)=12.379806727170944; dx=-1.2032088269615946E-6 evalInputDelta=0.018776610493659973 New Minimum: 12.379806727170944 > 12.249317944049835 WOLFE (weak): th(86866.80670208555)=12.249317944049835; dx=-1.1864434561726233E-6 evalInputDelta=0.14926539361476898 New Minimum: 12.249317944049835 > 11.19921001791954 END: th(781801.26031877)=11.19921001791954; dx=-8.861459710028304E-7 evalInputDelta=1.1993733197450638 Fitness changed from 12.398583337664604 to 11.19921001791954 Iteration 1 complete. Error: 11.19921001791954 Total: 142.9386; Orientation: 0.0285; Line Search: 109.9285 Iteration 1 ![Iteration 1](etc/7ca37a46-47b1-4a93-b5c2-02d370faae0e.jpg) Adding measurement 7c741a0f to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=11.19921001791954;dx=-8.78749492768292E-7 New Minimum: 11.19921001791954 > 9.684481143951416 END: th(1684339.7559414052)=9.684481143951416; dx=-4.1385649643315764E-7 evalInputDelta=1.5147288739681244 Fitness changed from 11.19921001791954 to 9.684481143951416 Iteration 2 complete. Error: 9.684481143951416 Total: 33.9407; Orientation: 0.0284; Line Search: 21.8917 Iteration 2 ![Iteration 2](etc/9949b6c5-ad9e-4b30-95b5-719756f98f75.jpg) Adding measurement 37ffabe8 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=9.684481143951416;dx=-6.333335556367413E-7 New Minimum: 9.684481143951416 > 8.403242900967598 END: th(3628800.0)=8.403242900967598; dx=-1.3220103024240731E-7 evalInputDelta=1.281238242983818 Fitness changed from 9.684481143951416 to 8.403242900967598 Iteration 3 complete. Error: 8.403242900967598 Total: 33.6125; Orientation: 0.0292; Line Search: 22.1093 Iteration 3 ![Iteration 3](etc/881e9c34-95c6-44e0-838b-09129b6d0033.jpg) Adding measurement 21f64238 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.606e+03, gradient 6.915e-04, dot -0.559; [e4f81f8c-b8f7-43ac-9318-be84de893279 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.403242900967598, 9.684481143951416, 11.19921001791954, 12.398583337664604 LBFGS Accumulation History: 3 points Removed measurement 21f64238 to history. Total: 3 th(0)=8.403242900967598;dx=-4.777532084845243E-7 New Minimum: 8.403242900967598 > 7.315487340092659 END: th(7818012.6031877)=7.315487340092659; dx=-1.322036287314254E-9 evalInputDelta=1.087755560874939 Fitness changed from 8.403242900967598 to 7.315487340092659 Iteration 4 complete. Error: 7.315487340092659 Total: 35.2001; Orientation: 0.4432; Line Search: 21.6262 Iteration 4 ![Iteration 4](etc/73b742fe-12ab-408f-a619-e3192a82487c.jpg) Adding measurement 25475369 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.628e+03, gradient 6.196e-04, dot -0.418; [e4f81f8c-b8f7-43ac-9318-be84de893279 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.315487340092659, 9.684481143951416, 11.19921001791954, 12.398583337664604 LBFGS Accumulation History: 3 points Removed measurement 25475369 to history. Total: 3 th(0)=7.315487340092659;dx=-3.838700624876971E-7 New Minimum: 7.315487340092659 > 7.157346695661545 WOLF (strong): th(1.684339755941405E7)=7.157346695661545; dx=4.705542990675659E-8 evalInputDelta=0.1581406444311142 New Minimum: 7.157346695661545 > 6.131021589040756 WOLF (strong): th(8421698.779707026)=6.131021589040756; dx=4.732122697135354E-8 evalInputDelta=1.1844657510519028 END: th(2807232.9265690087)=6.149988576769829; dx=-1.618033347892909E-7 evalInputDelta=1.1654987633228302 Fitness changed from 7.315487340092659 to 6.131021589040756 Iteration 5 complete. Error: 6.131021589040756 Total: 56.8849; Orientation: 0.4084; Line Search: 44.3251 Iteration 5 ![Iteration 5](etc/cf05e19e-d688-4b03-95d2-9e786a5b3e43.jpg) Adding measurement 5105758 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.899e+03, gradient 5.378e-04, dot -0.356; [e4f81f8c-b8f7-43ac-9318-be84de893279 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.131021589040756, 9.684481143951416, 11.19921001791954, 12.398583337664604 LBFGS Accumulation History: 3 points Removed measurement 5105758 to history. Total: 3 th(0)=6.131021589040756;dx=-2.8907689920365003E-7 New Minimum: 6.131021589040756 > 4.83848537504673 END: th(6048000.0)=4.83848537504673; dx=-1.5606265953247728E-8 evalInputDelta=1.2925362139940262 Fitness changed from 6.131021589040756 to 4.83848537504673 Iteration 6 complete. Error: 4.83848537504673 Total: 34.1828; Orientation: 0.4016; Line Search: 22.2328 Adding measurement 641dab49 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.542e+03, gradient 4.129e-04, dot -0.395; [e4f81f8c-b8f7-43ac-9318-be84de893279 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.83848537504673, 9.684481143951416, 11.19921001791954, 12.398583337664604 LBFGS Accumulation History: 3 points Removed measurement 641dab49 to history. Total: 3 th(0)=4.83848537504673;dx=-1.7040367024606822E-7 New Minimum: 4.83848537504673 > 4.65289905667305 WOLF (strong): th(1.3030021005312834E7)=4.65289905667305; dx=4.384055342273438E-8 evalInputDelta=0.18558631837368011 New Minimum: 4.65289905667305 > 4.187803849577904 WOLF (strong): th(6515010.502656417)=4.187803849577904; dx=7.617190252973701E-9 evalInputDelta=0.6506815254688263 END: th(2171670.167552139)=4.376648336648941; dx=-1.0507368006872227E-7 evalInputDelta=0.461837038397789 Fitness changed from 4.83848537504673 to 4.187803849577904 Iteration 7 complete. Error: 4.187803849577904 Total: 55.3117; Orientation: 0.4336; Line Search: 43.9884 Adding measurement 5444628 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.924e+03, gradient 3.928e-04, dot -0.385; [e4f81f8c-b8f7-43ac-9318-be84de893279 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.187803849577904, 9.684481143951416, 11.19921001791954, 12.398583337664604 LBFGS Accumulation History: 3 points Removed measurement 5444628 to history. Total: 3 th(0)=4.187803849577904;dx=-1.5421023101402217E-7 New Minimum: 4.187803849577904 > 3.6683287918567657 WOLF (strong): th(4678721.544281682)=3.6683287918567657; dx=1.7606257663480153E-9 evalInputDelta=0.519475057721138 END: th(2339360.772140841)=3.7656179517507553; dx=-7.999271714221677E-8 evalInputDelta=0.42218589782714844 Fitness changed from 4.187803849577904 to 3.6683287918567657 Iteration 8 complete. Error: 3.6683287918567657 Total: 44.4790; Orientation: 0.4041; Line Search: 33.4920 Adding measurement cdd3727 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.376e+03, gradient 3.425e-04, dot -0.425; [e4f81f8c-b8f7-43ac-9318-be84de893279 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.6683287918567657, 9.684481143951416, 11.19921001791954, 12.398583337664604 LBFGS Accumulation History: 3 points Removed measurement cdd3727 to history. Total: 3 th(0)=3.6683287918567657;dx=-1.1718519075931383E-7 New Minimum: 3.6683287918567657 > 3.4045206904411316 WOLF (strong): th(5040000.000000001)=3.4045206904411316; dx=1.7497613730163323E-8 evalInputDelta=0.26380810141563416 New Minimum: 3.4045206904411316 > 3.3888115882873535 END: th(2520000.0000000005)=3.3888115882873535; dx=-3.683840161170753E-8 evalInputDelta=0.27951720356941223 Fitness changed from 3.6683287918567657 to 3.3888115882873535 Iteration 9 complete. Error: 3.3888115882873535 Total: 44.4483; Orientation: 0.3966; Line Search: 32.4812 Adding measurement 204aa76d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.589e+03, gradient 2.665e-04, dot -0.515; [e4f81f8c-b8f7-43ac-9318-be84de893279 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.3888115882873535, 9.684481143951416, 11.19921001791954, 12.398583337664604 LBFGS Accumulation History: 3 points Removed measurement 204aa76d to history. Total: 3 th(0)=3.3888115882873535;dx=-7.095642616166744E-8 New Minimum: 3.3888115882873535 > 3.1713233590126038 END: th(5429175.418880348)=3.1713233590126038; dx=-1.0332130024196822E-8 evalInputDelta=0.21748822927474976 Fitness changed from 3.3888115882873535 to 3.1713233590126038 Iteration 10 complete. Error: 3.1713233590126038 Total: 33.9259; Orientation: 0.4033; Line Search: 21.8128 Iteration 10 ![Iteration 10](etc/618e4486-fab9-4aeb-b62e-46fba3247ef8.jpg) Final threshold in iteration 11: 3.1713233590126038 (> -Infinity) after 515.601s (< 3600.000s)