Reset training subject: 2205291802176 Reset training subject: 2207627933340 Adding measurement 414389b9 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=10.338780462741852;dx=-9.98097561134698E-7 New Minimum: 10.338780462741852 > 10.33877782523632 WOLFE (weak): th(2.154434690031884)=10.33877782523632; dx=-9.797165000295998E-7 evalInputDelta=2.637505531311035E-6 New Minimum: 10.33877782523632 > 10.338774740695953 WOLFE (weak): th(4.308869380063768)=10.338774740695953; dx=-9.85735688868219E-7 evalInputDelta=5.7220458984375E-6 New Minimum: 10.338774740695953 > 10.338762953877449 WOLFE (weak): th(12.926608140191302)=10.338762953877449; dx=-9.853701856258045E-7 evalInputDelta=1.7508864402770996E-5 New Minimum: 10.338762953877449 > 10.338710874319077 WOLFE (weak): th(51.70643256076521)=10.338710874319077; dx=-9.85285392654126E-7 evalInputDelta=6.958842277526855E-5 New Minimum: 10.338710874319077 > 10.338433757424355 WOLFE (weak): th(258.53216280382605)=10.338433757424355; dx=-9.855394245002979E-7 evalInputDelta=3.467053174972534E-4 New Minimum: 10.338433757424355 > 10.336701512336731 WOLFE (weak): th(1551.1929768229563)=10.336701512336731; dx=-9.82291082125387E-7 evalInputDelta=0.0020789504051208496 New Minimum: 10.336701512336731 > 10.324235260486603 WOLFE (weak): th(10858.350837760694)=10.324235260486603; dx=-9.843538119441094E-7 evalInputDelta=0.014545202255249023 New Minimum: 10.324235260486603 > 10.222886130213737 WOLFE (weak): th(86866.80670208555)=10.222886130213737; dx=-9.752905408060662E-7 evalInputDelta=0.11589433252811432 New Minimum: 10.222886130213737 > 9.345171213150024 END: th(781801.26031877)=9.345171213150024; dx=-8.647820805072512E-7 evalInputDelta=0.9936092495918274 Fitness changed from 10.338780462741852 to 9.345171213150024 Iteration 1 complete. Error: 9.345171213150024 Total: 32.9365; Orientation: 0.0097; Line Search: 25.8397 Iteration 1 ![Iteration 1](etc/48b55011-1de3-4f8e-9d22-fd71c4d889d3.jpg) Adding measurement 33a4850d to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.345171213150024;dx=-8.254046728511487E-7 New Minimum: 9.345171213150024 > 7.713096931576729 END: th(1684339.7559414052)=7.713096931576729; dx=-5.999087627072227E-7 evalInputDelta=1.6320742815732956 Fitness changed from 9.345171213150024 to 7.713096931576729 Iteration 2 complete. Error: 7.713096931576729 Total: 7.6580; Orientation: 0.0091; Line Search: 5.1063 Iteration 2 ![Iteration 2](etc/2809b321-cb93-4a60-8b65-7d62084b8f37.jpg) Adding measurement 751e7bba to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=7.713096931576729;dx=-5.706782318675356E-7 New Minimum: 7.713096931576729 > 5.660013064742088 END: th(3628800.0)=5.660013064742088; dx=-3.085812541503568E-7 evalInputDelta=2.0530838668346405 Fitness changed from 7.713096931576729 to 5.660013064742088 Iteration 3 complete. Error: 5.660013064742088 Total: 7.6525; Orientation: 0.0090; Line Search: 5.0228 Iteration 3 ![Iteration 3](etc/1417969a-4729-41f6-be5d-1e0d2a6e01bb.jpg) Adding measurement 79580256 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.404e+03, gradient 5.815e-04, dot -0.753; [2de537f4-1589-4c73-8fa2-c09d48a1c5a2 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.660013064742088, 7.713096931576729, 9.345171213150024, 10.338780462741852 LBFGS Accumulation History: 3 points Removed measurement 79580256 to history. Total: 3 th(0)=5.660013064742088;dx=-3.372017182150407E-7 New Minimum: 5.660013064742088 > 3.5877845287323 END: th(7818012.6031877)=3.5877845287323; dx=-1.2433338499402715E-7 evalInputDelta=2.0722285360097885 Fitness changed from 5.660013064742088 to 3.5877845287323 Iteration 4 complete. Error: 3.5877845287323 Total: 7.3750; Orientation: 0.2802; Line Search: 4.6766 Iteration 4 ![Iteration 4](etc/04efbd38-9207-4a2f-87c2-acf5837bfe79.jpg) Adding measurement 20726775 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.764e+03, gradient 4.405e-04, dot -0.579; [2de537f4-1589-4c73-8fa2-c09d48a1c5a2 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.5877845287323, 7.713096931576729, 9.345171213150024, 10.338780462741852 LBFGS Accumulation History: 3 points Removed measurement 20726775 to history. Total: 3 th(0)=3.5877845287323;dx=-1.9353732280612533E-7 New Minimum: 3.5877845287323 > 1.945283755660057 END: th(1.684339755941405E7)=1.945283755660057; dx=-3.08982340587683E-8 evalInputDelta=1.6425007730722427 Fitness changed from 3.5877845287323 to 1.945283755660057 Iteration 5 complete. Error: 1.945283755660057 Total: 8.6661; Orientation: 0.2173; Line Search: 4.8719 Iteration 5 ![Iteration 5](etc/fda12e86-f5c9-48dd-9eaa-d3b48f76267f.jpg) Adding measurement 6ac5fd7a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.153e+03, gradient 3.505e-04, dot -0.407; [2de537f4-1589-4c73-8fa2-c09d48a1c5a2 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.945283755660057, 7.713096931576729, 9.345171213150024, 10.338780462741852 LBFGS Accumulation History: 3 points Removed measurement 6ac5fd7a to history. Total: 3 th(0)=1.945283755660057;dx=-1.2257642266949709E-7 New Minimum: 1.945283755660057 > 1.3380464315414429 WOLF (strong): th(3.6288E7)=1.3380464315414429; dx=1.9408871018085468E-8 evalInputDelta=0.6072373241186142 New Minimum: 1.3380464315414429 > 0.8436046093702316 END: th(1.8144E7)=0.8436046093702316; dx=-3.1245510613766003E-9 evalInputDelta=1.1016791462898254 Fitness changed from 1.945283755660057 to 0.8436046093702316 Iteration 6 complete. Error: 0.8436046093702316 Total: 10.1346; Orientation: 0.2859; Line Search: 7.4573 Adding measurement 3aded4ff to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.737e+03, gradient 3.289e-04, dot -0.334; [2de537f4-1589-4c73-8fa2-c09d48a1c5a2 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8436046093702316, 7.713096931576729, 9.345171213150024, 10.338780462741852 LBFGS Accumulation History: 3 points Removed measurement 3aded4ff to history. Total: 3 th(0)=0.8436046093702316;dx=-1.0780536519806393E-7 Armijo: th(3.90900630159385E7)=1.5916161835193634; dx=3.4392231209850214E-8 evalInputDelta=-0.7480115741491318 New Minimum: 0.8436046093702316 > 0.42761899530887604 WOLF (strong): th(1.954503150796925E7)=0.42761899530887604; dx=2.5544909436973348E-8 evalInputDelta=0.4159856140613556 New Minimum: 0.42761899530887604 > 0.2874230146408081 END: th(6515010.502656416)=0.2874230146408081; dx=-3.513791371843035E-8 evalInputDelta=0.5561815947294235 Fitness changed from 0.8436046093702316 to 0.2874230146408081 Iteration 7 complete. Error: 0.2874230146408081 Total: 12.4272; Orientation: 0.2152; Line Search: 9.6155 Adding measurement fdde2eb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.076e+03, gradient 2.335e-04, dot -0.433; [2de537f4-1589-4c73-8fa2-c09d48a1c5a2 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2874230146408081, 7.713096931576729, 9.345171213150024, 10.338780462741852 LBFGS Accumulation History: 3 points Removed measurement fdde2eb to history. Total: 3 th(0)=0.2874230146408081;dx=-5.438652086666761E-8 New Minimum: 0.2874230146408081 > -0.1511070728302002 END: th(1.4036164632845044E7)=-0.1511070728302002; dx=-3.096291730854049E-9 evalInputDelta=0.4385300874710083 Fitness changed from 0.2874230146408081 to -0.1511070728302002 Iteration 8 complete. Error: -0.1511070728302002 Total: 8.5115; Orientation: 0.2166; Line Search: 5.8726 Adding measurement 4be8d986 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.228e+03, gradient 2.785e-04, dot -0.330; [2de537f4-1589-4c73-8fa2-c09d48a1c5a2 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.1511070728302002, 7.713096931576729, 9.345171213150024, 10.338780462741852 LBFGS Accumulation History: 3 points Removed measurement 4be8d986 to history. Total: 3 th(0)=-0.1511070728302002;dx=-7.69832184106525E-8 Armijo: th(3.0240000000000004E7)=0.8224454373121262; dx=4.4584244599211564E-8 evalInputDelta=-0.9735525101423264 New Minimum: -0.1511070728302002 > -0.15128199756145477 WOLF (strong): th(1.5120000000000002E7)=-0.15128199756145477; dx=3.739941756903459E-8 evalInputDelta=1.7492473125457764E-4 New Minimum: -0.15128199756145477 > -0.407027006149292 END: th(5040000.000000001)=-0.407027006149292; dx=-1.568762429142402E-8 evalInputDelta=0.2559199333190918 Fitness changed from -0.1511070728302002 to -0.407027006149292 Iteration 9 complete. Error: -0.407027006149292 Total: 12.7246; Orientation: 0.2631; Line Search: 9.8711 Adding measurement 617a5c06 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.159e+03, gradient 1.695e-04, dot -0.494; [2de537f4-1589-4c73-8fa2-c09d48a1c5a2 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.407027006149292, 7.713096931576729, 9.345171213150024, 10.338780462741852 LBFGS Accumulation History: 3 points Removed measurement 617a5c06 to history. Total: 3 th(0)=-0.407027006149292;dx=-2.863568718146077E-8 New Minimum: -0.407027006149292 > -0.6336880177259445 END: th(1.0858350837760696E7)=-0.6336880177259445; dx=-1.0523232234705738E-8 evalInputDelta=0.22666101157665253 Fitness changed from -0.407027006149292 to -0.6336880177259445 Iteration 10 complete. Error: -0.6336880177259445 Total: 7.7154; Orientation: 0.2155; Line Search: 4.9138 Iteration 10 ![Iteration 10](etc/3304334b-41f9-4efb-beb0-871917fa546b.jpg) Final threshold in iteration 11: -0.6336880177259445 (> -Infinity) after 115.857s (< 3600.000s)