Reset training subject: 1753413294123 Reset training subject: 1754513978120 Adding measurement 540b4aac to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-0.03890293017799643;dx=-4.10658387135727E-5 New Minimum: -0.03890293017799643 > -0.038940960548319935 WOLFE (weak): th(2.154434690031884)=-0.038940960548319935; dx=-4.100381649360974E-5 evalInputDelta=3.803037032350243E-5 New Minimum: -0.038940960548319935 > -0.03897887349486347 WOLFE (weak): th(4.308869380063768)=-0.03897887349486347; dx=-4.099315845501391E-5 evalInputDelta=7.594331686703454E-5 New Minimum: -0.03897887349486347 > -0.03913179008574598 WOLFE (weak): th(12.926608140191302)=-0.03913179008574598; dx=-4.126779612115695E-5 evalInputDelta=2.2885990774954706E-4 New Minimum: -0.03913179008574598 > -0.039826640584503935 WOLFE (weak): th(51.70643256076521)=-0.039826640584503935; dx=-4.1505860608533774E-5 evalInputDelta=9.237104065075025E-4 New Minimum: -0.039826640584503935 > -0.043607462539720386 WOLFE (weak): th(258.53216280382605)=-0.043607462539720386; dx=-4.2389342525554554E-5 evalInputDelta=0.004704532361723954 New Minimum: -0.043607462539720386 > -0.06817230985020765 WOLFE (weak): th(1551.1929768229563)=-0.06817230985020765; dx=-4.321464094587182E-5 evalInputDelta=0.029269379672211222 New Minimum: -0.06817230985020765 > -0.2368935528945768 END: th(10858.350837760694)=-0.2368935528945768; dx=-2.7904183056046804E-5 evalInputDelta=0.19799062271658038 Fitness changed from -0.03890293017799643 to -0.2368935528945768 Iteration 1 complete. Error: -0.2368935528945768 Total: 13.3371; Orientation: 0.0194; Line Search: 8.8561 Iteration 1 ![Iteration 1](etc/0073f9d1-0382-4c3e-9533-a38e9b98f051.jpg) Adding measurement 7a62ffb9 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-0.2368935528945768;dx=-1.4997659059571547E-4 New Minimum: -0.2368935528945768 > -1.4549241398575665 END: th(23393.607721408407)=-1.4549241398575665; dx=-5.0915026943191155E-6 evalInputDelta=1.2180305869629897 Fitness changed from -0.2368935528945768 to -1.4549241398575665 Iteration 2 complete. Error: -1.4549241398575665 Total: 3.4739; Orientation: 0.0188; Line Search: 2.3738 Iteration 2 ![Iteration 2](etc/65d67ca0-0346-4e69-a767-4188851eb07a.jpg) Adding measurement 2e163c05 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-1.4549241398575665;dx=-6.894471532433644E-4 New Minimum: -1.4549241398575665 > -2.555294311732731 WOLF (strong): th(50400.00000000001)=-2.555294311732731; dx=2.7811924738165786E-6 evalInputDelta=1.1003701718751646 New Minimum: -2.555294311732731 > -3.5245470378074812 END: th(25200.000000000004)=-3.5245470378074812; dx=-1.5554827398539863E-5 evalInputDelta=2.0696228979499147 Fitness changed from -1.4549241398575665 to -3.5245470378074812 Iteration 3 complete. Error: -3.5245470378074812 Total: 4.4277; Orientation: 0.0177; Line Search: 3.3102 Iteration 3 ![Iteration 3](etc/85bd9ccf-f66e-46e6-bdf6-f54d85eb0d46.jpg) Adding measurement 4f51966a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.089e+03, gradient 4.571e-02, dot -0.040; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.5245470378074812, -1.4549241398575665, -0.2368935528945768, -0.03890293017799643 LBFGS Accumulation History: 3 points Removed measurement 4f51966a to history. Total: 3 th(0)=-3.5245470378074812;dx=-0.002088573395702809 Armijo: th(54291.75418880348)=-3.366900316980617; dx=7.610494592305907E-5 evalInputDelta=-0.15764672082686415 New Minimum: -3.5245470378074812 > -7.3014396608818 WOLF (strong): th(27145.87709440174)=-7.3014396608818; dx=6.471479367200731E-5 evalInputDelta=3.776892623074319 New Minimum: -7.3014396608818 > -9.323845716467313 END: th(9048.625698133914)=-9.323845716467313; dx=-5.57741620802889E-5 evalInputDelta=5.799298678659831 Fitness changed from -3.5245470378074812 to -9.323845716467313 Iteration 4 complete. Error: -9.323845716467313 Total: 5.9454; Orientation: 0.4399; Line Search: 4.4311 Iteration 4 ![Iteration 4](etc/9a8e29c8-7257-41e6-bf62-b754365d91cb.jpg) Adding measurement 325868a8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.703e+03, gradient 4.355e-02, dot -0.039; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] Orientation rejected. Popping history element from -9.323845716467313, -1.4549241398575665, -0.2368935528945768, -0.03890293017799643 LBFGS Accumulation History: 3 points Removed measurement 325868a8 to history. Total: 3 th(0)=-9.323845716467313;dx=-0.001896306458706416 New Minimum: -9.323845716467313 > -12.215904558914474 WOLF (strong): th(19494.673101173677)=-12.215904558914474; dx=8.3261459388605E-5 evalInputDelta=2.8920588424471614 New Minimum: -12.215904558914474 > -15.083917291442303 WOLF (strong): th(9747.336550586839)=-15.083917291442303; dx=2.1787352835899173E-5 evalInputDelta=5.76007157497499 END: th(3249.1121835289464)=-13.735567822938297; dx=-9.320691228137954E-4 evalInputDelta=4.411722106470984 Fitness changed from -9.323845716467313 to -15.083917291442303 Iteration 5 complete. Error: -15.083917291442303 Total: 6.0729; Orientation: 0.5348; Line Search: 4.4512 Iteration 5 ![Iteration 5](etc/51979ad9-e865-4404-adaa-e7843cfb2852.jpg) Adding measurement 5662a009 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.182e+04, gradient 5.545e-02, dot -0.034; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] Orientation rejected. Popping history element from -15.083917291442303, -1.4549241398575665, -0.2368935528945768, -0.03890293017799643 LBFGS Accumulation History: 3 points Removed measurement 5662a009 to history. Total: 3 th(0)=-15.083917291442303;dx=-0.0030741674148374388 New Minimum: -15.083917291442303 > -21.45768338777513 END: th(7000.000000000003)=-21.45768338777513; dx=-1.5344382422308774E-4 evalInputDelta=6.373766096332828 Fitness changed from -15.083917291442303 to -21.45768338777513 Iteration 6 complete. Error: -21.45768338777513 Total: 3.7493; Orientation: 0.4477; Line Search: 2.2193 Adding measurement 5950dd60 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.316e+04, gradient 4.900e-02, dot -0.033; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] Orientation rejected. Popping history element from -21.45768338777513, -1.4549241398575665, -0.2368935528945768, -0.03890293017799643 LBFGS Accumulation History: 3 points Removed measurement 5950dd60 to history. Total: 3 th(0)=-21.45768338777513;dx=-0.002400497672914227 New Minimum: -21.45768338777513 > -27.186717934241415 WOLF (strong): th(15081.042830223192)=-27.186717934241415; dx=4.909564507012937E-5 evalInputDelta=5.729034546466284 New Minimum: -27.186717934241415 > -28.55575846866945 END: th(7540.521415111596)=-28.55575846866945; dx=-3.0940959052450307E-4 evalInputDelta=7.0980750808943185 Fitness changed from -21.45768338777513 to -28.55575846866945 Iteration 7 complete. Error: -28.55575846866945 Total: 4.8249; Orientation: 0.4408; Line Search: 3.3197 Adding measurement 765e7b3d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.969e+04, gradient 5.679e-02, dot -0.048; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] Orientation rejected. Popping history element from -28.55575846866945, -1.4549241398575665, -0.2368935528945768, -0.03890293017799643 LBFGS Accumulation History: 3 points Removed measurement 765e7b3d to history. Total: 3 th(0)=-28.55575846866945;dx=-0.003224659664076924 New Minimum: -28.55575846866945 > -33.43626146958596 WOLF (strong): th(16245.560917644734)=-33.43626146958596; dx=1.1608181096838872E-4 evalInputDelta=4.880503000916509 New Minimum: -33.43626146958596 > -35.36702472174503 END: th(8122.780458822367)=-35.36702472174503; dx=-1.3147945423990697E-4 evalInputDelta=6.811266253075583 Fitness changed from -28.55575846866945 to -35.36702472174503 Iteration 8 complete. Error: -35.36702472174503 Total: 4.7911; Orientation: 0.4359; Line Search: 3.3140 Adding measurement 3606fd9d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.278e+04, gradient 6.275e-02, dot -0.018; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] Orientation rejected. Popping history element from -35.36702472174503, -1.4549241398575665, -0.2368935528945768, -0.03890293017799643 LBFGS Accumulation History: 3 points Removed measurement 3606fd9d to history. Total: 3 th(0)=-35.36702472174503;dx=-0.003936916286295813 New Minimum: -35.36702472174503 > -35.538106418680144 WOLF (strong): th(17500.00000000001)=-35.538106418680144; dx=4.880429692681142E-4 evalInputDelta=0.17108169693511144 New Minimum: -35.538106418680144 > -42.34395928518002 WOLF (strong): th(8750.000000000005)=-42.34395928518002; dx=2.7991889353167447E-4 evalInputDelta=6.9769345634349875 END: th(2916.6666666666683)=-41.74811912823029; dx=-0.001599411189654898 evalInputDelta=6.381094406485261 Fitness changed from -35.36702472174503 to -42.34395928518002 Iteration 9 complete. Error: -42.34395928518002 Total: 5.9572; Orientation: 0.4650; Line Search: 4.4242 Adding measurement 785b71ff to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.701e+06, gradient 7.817e-02, dot -0.047; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] Orientation rejected. Popping history element from -42.34395928518002, -1.4549241398575665, -0.2368935528945768, -0.03890293017799643 LBFGS Accumulation History: 3 points Removed measurement 785b71ff to history. Total: 3 th(0)=-42.34395928518002;dx=-0.006110791716880965 New Minimum: -42.34395928518002 > -53.21049699094436 END: th(6283.767845926332)=-53.21049699094436; dx=-8.994823359280908E-5 evalInputDelta=10.866537705764337 Fitness changed from -42.34395928518002 to -53.21049699094436 Iteration 10 complete. Error: -53.21049699094436 Total: 3.6921; Orientation: 0.4243; Line Search: 2.2006 Iteration 10 ![Iteration 10](etc/8bf8f5f3-e5a1-4f54-b45a-e19d9c9a3bba.jpg) Adding measurement 236c437d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.028e+05, gradient 7.769e-02, dot -0.027; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] Orientation rejected. Popping history element from -53.21049699094436, -1.4549241398575665, -0.2368935528945768, -0.03890293017799643 LBFGS Accumulation History: 3 points Removed measurement 236c437d to history. Total: 3 th(0)=-53.21049699094436;dx=-0.006034968885195927 New Minimum: -53.21049699094436 > -55.46868403745277 WOLF (strong): th(13537.967431370615)=-55.46868403745277; dx=4.5406984212399936E-4 evalInputDelta=2.258187046508411 New Minimum: -55.46868403745277 > -61.599367086561855 END: th(6768.983715685307)=-61.599367086561855; dx=-1.849463212045983E-4 evalInputDelta=8.388870095617499 Fitness changed from -53.21049699094436 to -61.599367086561855 Iteration 11 complete. Error: -61.599367086561855 Total: 4.8434; Orientation: 0.4351; Line Search: 3.3152 Adding measurement 4dc33f8f to history. Total: 3 Accepted: LBFGS Orientation magnitude: 1.241e+04, gradient 8.086e-02, dot 0.074; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] Constructing line search parameters: LBFGS+Trust th(0)=-61.599367086561855;dx=-74.17359683100909 Armijo: th(14583.333333333345)=-1.991100414337363; dx=2.6521719271934116E-5 evalInputDelta=-59.608266672224495 Armijo: th(7291.666666666672)=-2.0648898065109687; dx=5.9849644722812724E-5 evalInputDelta=-59.534477280050886 Armijo: th(2430.5555555555575)=-2.1074973467032896; dx=9.651405178109008E-5 evalInputDelta=-59.491869739858565 Armijo: th(607.6388888888894)=-2.7013431982482814; dx=7.188615854648388E-4 evalInputDelta=-58.898023888313574 Armijo: th(121.52777777777787)=-1.0758517617297327; dx=0.00953125407821806 evalInputDelta=-60.523515324832125 Armijo: th(20.254629629629644)=-1.6648097145673089; dx=0.10026942137146022 evalInputDelta=-59.93455737199454 Armijo: th(2.8935185185185204)=-12.047200759279784; dx=0.34296519879499265 evalInputDelta=-49.55216632728207 Armijo: th(0.36168981481481505)=-42.42317473115106; dx=5.254673621189028 evalInputDelta=-19.176192355410798 Armijo: th(0.040187757201646114)=-61.06446795093366; dx=-2.195583503878863 evalInputDelta=-0.5348991356281942 New Minimum: -61.599367086561855 > -61.79979915918561 END: th(0.004018775720164612)=-61.79979915918561; dx=-57.815068953005834 evalInputDelta=0.20043207262375518 Fitness changed from -61.599367086561855 to -61.79979915918561 Iteration 12 complete. Error: -61.79979915918561 Total: 15.0074; Orientation: 0.4212; Line Search: 13.5308 Adding measurement 4d3f2c05 to history. Total: 4 Accepted: LBFGS Orientation magnitude: 1.192e+04, gradient 8.112e-02, dot 0.044; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] th(0)=-61.79979915918561;dx=-42.98616838556487 New Minimum: -61.79979915918561 > -61.84725695892613 END: th(0.008658189822980505)=-61.84725695892613; dx=-25.140663419568547 evalInputDelta=0.047457799740520556 Fitness changed from -61.79979915918561 to -61.84725695892613 Iteration 13 complete. Error: -61.84725695892613 Total: 3.8083; Orientation: 0.5550; Line Search: 2.2167 Adding measurement 63530e05 to history. Total: 5 Accepted: LBFGS Orientation magnitude: 1.130e+04, gradient 8.114e-02, dot 0.009; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] th(0)=-61.84725695892613;dx=-8.59286029628101 Armijo: th(0.018653504507510216)=-61.03479501645148; dx=14.525982851449653 evalInputDelta=-0.8124619424746484 Armijo: th(0.009326752253755108)=-61.51112990910514; dx=5.346184283838939 evalInputDelta=-0.3361270498209947 Armijo: th(0.0031089174179183693)=-61.759016359352366; dx=-4.5965667977314855 evalInputDelta=-0.08824059957376562 Armijo: th(7.772293544795923E-4)=-61.82729004081881; dx=-8.891733884249783 evalInputDelta=-0.019966918107321874 Armijo: th(1.5544587089591846E-4)=-61.84328841267393; dx=-8.203132130038112 evalInputDelta=-0.003968546252202998 Armijo: th(2.5907645149319744E-5)=-61.84660262958132; dx=-8.322390612527304 evalInputDelta=-6.543293448117993E-4 Armijo: th(3.7010921641885347E-6)=-61.847166241111736; dx=-8.308232219291316 evalInputDelta=-9.071781439473625E-5 Armijo: th(4.6263652052356684E-7)=-61.84725309859631; dx=-8.293052314123507 evalInputDelta=-3.860329819360686E-6 Armijo: th(5.1404057835951874E-8)=-61.84725695892613; dx=-8.297611864029449 evalInputDelta=0.0 New Minimum: -61.84725695892613 > -61.84726081925571 WOLFE (weak): th(5.140405783595187E-9)=-61.84726081925571; dx=-8.295603644608484 evalInputDelta=3.860329577776156E-6 Armijo: th(2.827223180977353E-8)=-61.84725695892613; dx=-8.3048912973503 evalInputDelta=0.0 Armijo: th(1.670631879668436E-8)=-61.84725695892613; dx=-8.292643117953478 evalInputDelta=0.0 WOLFE (weak): th(1.0923362290139773E-8)=-61.84726081925571; dx=-8.298923276911282 evalInputDelta=3.860329577776156E-6 Armijo: th(1.3814840543412065E-8)=-61.84725695892613; dx=-8.294032781305614 evalInputDelta=0.0 WOLFE (weak): th(1.236910141677592E-8)=-61.84726081925571; dx=-8.294142055552564 evalInputDelta=3.860329577776156E-6 Armijo: th(1.3091970980093993E-8)=-61.84725309859631; dx=-8.297545149780005 evalInputDelta=-3.860329819360686E-6 Armijo: th(1.2730536198434955E-8)=-61.84725309859631; dx=-8.3048145140698 evalInputDelta=-3.860329819360686E-6 WOLFE (weak): th(1.2549818807605438E-8)=-61.84726081925571; dx=-8.305855375990392 evalInputDelta=3.860329577776156E-6 Armijo: th(1.2640177503020197E-8)=-61.84725695892613; dx=-8.298116183775857 evalInputDelta=0.0 Armijo: th(1.2594998155312817E-8)=-61.84725695892613; dx=-8.29022910224495 evalInputDelta=0.0 Armijo: th(1.2572408481459128E-8)=-61.84725695892613; dx=-8.29582168067644 evalInputDelta=0.0 Armijo: th(1.2561113644532283E-8)=-61.84725695892613; dx=-8.306710931204746 evalInputDelta=0.0 Armijo: th(1.255546622606886E-8)=-61.84725695892613; dx=-8.28851235963519 evalInputDelta=0.0 WOLFE (weak): th(1.2552642516837149E-8)=-61.84726081925571; dx=-8.2940762057381 evalInputDelta=3.860329577776156E-6 Armijo: th(1.2554054371453005E-8)=-61.84725695892613; dx=-8.29395542831812 evalInputDelta=0.0 Armijo: th(1.2553348444145076E-8)=-61.84725695892613; dx=-8.290834282141983 evalInputDelta=0.0 Armijo: th(1.2552995480491113E-8)=-61.84725695892613; dx=-8.291626087082072 evalInputDelta=0.0 WOLFE (weak): th(1.2552818998664132E-8)=-61.84726081925571; dx=-8.292574650810025 evalInputDelta=3.860329577776156E-6 WOLFE (weak): th(1.2552907239577621E-8)=-61.84726081925571; dx=-8.290944243278846 evalInputDelta=3.860329577776156E-6 mu ~= nu (1.2552907239577621E-8): th(5.140405783595187E-9)=-61.84726081925571 Fitness changed from -61.84725695892613 to -61.84726081925571 Iteration 14 complete. Error: -61.84726081925571 Total: 36.2474; Orientation: 0.6399; Line Search: 34.5515 Adding measurement 35d15ae8 to history. Total: 6 Rejected: LBFGS Orientation magnitude: 1.338e+06, gradient 8.114e-02, dot -0.002; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] Orientation rejected. Popping history element from -61.84726081925571, -61.84725695892613, -61.79979915918561, -61.599367086561855, -1.4549241398575665, -0.2368935528945768, -0.03890293017799643 Rejected: LBFGS Orientation magnitude: 1.932e+07, gradient 8.114e-02, dot -0.098; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] Orientation rejected. Popping history element from -61.84726081925571, -61.84725695892613, -61.79979915918561, -61.599367086561855, -1.4549241398575665, -0.2368935528945768 Accepted: LBFGS Orientation magnitude: 4.587e+06, gradient 8.114e-02, dot 0.141; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] Overwriting history with 5 points th(0)=-61.84726081925571;dx=-52449.85632863116 New Minimum: -61.84726081925571 > -61.848820372692565 WOLFE (weak): th(2.7044513872340954E-8)=-61.848820372692565; dx=-52077.217001086494 evalInputDelta=0.001559553436855765 New Minimum: -61.848820372692565 > -61.85035672599235 WOLFE (weak): th(5.408902774468191E-8)=-61.85035672599235; dx=-52083.00699939259 evalInputDelta=0.00309590673663962 New Minimum: -61.85035672599235 > -61.856530705740475 WOLFE (weak): th(1.6226708323404573E-7)=-61.856530705740475; dx=-52026.99736550877 evalInputDelta=0.009269886484766232 New Minimum: -61.856530705740475 > -61.88426451843504 WOLFE (weak): th(6.490683329361829E-7)=-61.88426451843504; dx=-52080.23644902592 evalInputDelta=0.037003699179329885 New Minimum: -61.88426451843504 > -62.03119066200504 WOLFE (weak): th(3.2453416646809146E-6)=-62.03119066200504; dx=-50747.095259493944 evalInputDelta=0.183929842749329 New Minimum: -62.03119066200504 > -62.883588820238025 WOLFE (weak): th(1.9472049988085488E-5)=-62.883588820238025; dx=-44790.79441774371 evalInputDelta=1.0363280009823157 New Minimum: -62.883588820238025 > -66.39432927595757 END: th(1.3630434991659842E-4)=-66.39432927595757; dx=-19311.834732514177 evalInputDelta=4.547068456701865 Fitness changed from -61.84726081925571 to -66.39432927595757 Iteration 15 complete. Error: -66.39432927595757 Total: 11.9084; Orientation: 1.8893; Line Search: 8.9700 Iteration 15 ![Iteration 15](etc/ffc8d961-d5d1-4c4a-8b4e-6c1604229032.jpg) Adding measurement 2ddde1a to history. Total: 5 Accepted: LBFGS Orientation magnitude: 1.775e+06, gradient 8.576e-02, dot 0.052; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] th(0)=-66.39432927595757;dx=-7863.408878231192 New Minimum: -66.39432927595757 > -67.23764333593692 END: th(2.9365881986256415E-4)=-67.23764333593692; dx=-3113.493392702726 evalInputDelta=0.8433140599793489 Fitness changed from -66.39432927595757 to -67.23764333593692 Iteration 16 complete. Error: -67.23764333593692 Total: 3.9637; Orientation: 0.6449; Line Search: 2.2357 Adding measurement 5111738b to history. Total: 6 Accepted: LBFGS Orientation magnitude: 8.599e+05, gradient 8.842e-02, dot 0.024; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] th(0)=-67.23764333593692;dx=-1853.3523711421667 Armijo: th(6.326687485457322E-4)=-66.80310290736737; dx=-521.0766835988019 evalInputDelta=-0.434540428569548 Armijo: th(3.163343742728661E-4)=-67.12546005947054; dx=-954.036651455567 evalInputDelta=-0.11218327646638215 Armijo: th(1.054447914242887E-4)=-67.23756521718603; dx=-1327.064976124611 evalInputDelta=-7.811875089203113E-5 New Minimum: -67.23764333593692 > -67.24170183528628 END: th(2.6361197856072174E-5)=-67.24170183528628; dx=-1480.2235227196466 evalInputDelta=0.004058499349355316 Fitness changed from -67.23764333593692 to -67.24170183528628 Iteration 17 complete. Error: -67.24170183528628 Total: 8.5704; Orientation: 0.7562; Line Search: 6.7631 Adding measurement 7b41ecc8 to history. Total: 7 Accepted: LBFGS Orientation magnitude: 8.510e+05, gradient 8.849e-02, dot 0.024; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] th(0)=-67.24170183528628;dx=-1822.7426212294808 New Minimum: -67.24170183528628 > -67.2417763985995 END: th(5.679347913191602E-5)=-67.2417763985995; dx=-1301.835068958595 evalInputDelta=7.45633132197554E-5 Fitness changed from -67.24170183528628 to -67.2417763985995 Iteration 18 complete. Error: -67.2417763985995 Total: 4.2294; Orientation: 0.9627; Line Search: 2.2234 Adding measurement 173f3019 to history. Total: 8 Accepted: LBFGS Orientation magnitude: 7.908e+05, gradient 8.887e-02, dot 0.022; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] th(0)=-67.2417763985995;dx=-1570.827598007121 Armijo: th(1.2235784160940174E-4)=-67.21087169699388; dx=-1061.4651956070559 evalInputDelta=-0.0309047016056212 Armijo: th(6.117892080470087E-5)=-67.23078629445585; dx=-1186.8403551247225 evalInputDelta=-0.01099010414364443 Armijo: th(2.0392973601566955E-5)=-67.23823277449479; dx=-1191.84228361483 evalInputDelta=-0.0035436241047079875 Armijo: th(5.098243400391739E-6)=-67.24095974828163; dx=-1202.3686103517143 evalInputDelta=-8.166503178728135E-4 Armijo: th(1.0196486800783477E-6)=-67.24163437316973; dx=-1196.091493243086 evalInputDelta=-1.4202542976704535E-4 Armijo: th(1.6994144667972462E-7)=-67.24175154417095; dx=-1194.2781364185398 evalInputDelta=-2.4854428545495466E-5 Armijo: th(2.4277349525674945E-8)=-67.24176929733514; dx=-1196.626861551658 evalInputDelta=-7.101264358766457E-6 New Minimum: -67.2417763985995 > -67.2417799492314 END: th(3.034668690709368E-9)=-67.2417799492314; dx=-1196.4276668630137 evalInputDelta=3.5506319022715616E-6 Fitness changed from -67.2417763985995 to -67.2417799492314 Iteration 19 complete. Error: -67.2417799492314 Total: 12.1798; Orientation: 0.9450; Line Search: 10.1939 Adding measurement 30a1dd95 to history. Total: 9 Accepted: LBFGS Orientation magnitude: 7.925e+05, gradient 8.884e-02, dot 0.022; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] th(0)=-67.2417799492314;dx=-1575.315313383613 Armijo: th(6.5379955000179E-9)=-67.2417763985995; dx=-1200.2673237107408 evalInputDelta=-3.5506319022715616E-6 Armijo: th(3.26899775000895E-9)=-67.2417799492314; dx=-1199.0179765139792 evalInputDelta=0.0 New Minimum: -67.2417799492314 > -67.24178349986312 END: th(1.08966591666965E-9)=-67.24178349986312; dx=-1197.1506574320226 evalInputDelta=3.5506317175304503E-6 Fitness changed from -67.2417799492314 to -67.24178349986312 Iteration 20 complete. Error: -67.24178349986312 Total: 6.6949; Orientation: 1.1288; Line Search: 4.4878 Iteration 20 ![Iteration 20](etc/63a864e1-70ab-405a-8a58-d343fe29c374.jpg) Adding measurement 49dc9f5f to history. Total: 10 Accepted: LBFGS Orientation magnitude: 7.922e+05, gradient 8.884e-02, dot 0.022; [1c65956f-297b-4b4f-b395-4c292f3f9091 = 1.000/1.000e+00] th(0)=-67.24178349986312;dx=-1574.6719656067653 Armijo: th(2.3476140514184857E-9)=-67.2417763985995; dx=-1199.2724572320185 evalInputDelta=-7.101263619802012E-6 Armijo: th(1.1738070257092428E-9)=-67.2417763985995; dx=-1196.945622382471 evalInputDelta=-7.101263619802012E-6 Armijo: th(3.912690085697476E-10)=-67.24178349986312; dx=-1198.6455201853207 evalInputDelta=0.0 MIN ALPHA (9.78172521424369E-11): th(0.0)=-67.24178349986312 Fitness changed from -67.24178349986312 to -67.24178349986312 Static Iteration Total: 7.7854; Orientation: 1.1612; Line Search: 5.5515 Iteration 21 failed. Error: -67.24178349986312 Previous Error: 0.0 -> -67.24178349986312 Retrying iteration 21 Reset training subject: 1924923782780 Adding measurement 7390e2d9 to history. Total: 0 LBFGS Accumulation History: 1 points th(0)=-67.24178349986312;dx=-0.007891170649302049 WOLFE (weak): th(2.1544346900318838E-10)=-67.24178349986312; dx=-0.007869600544028382 evalInputDelta=0.0 WOLFE (weak): th(4.3088693800637676E-10)=-67.24178349986312; dx=-0.007869651826115813 evalInputDelta=0.0 WOLFE (weak): th(1.2926608140191302E-9)=-67.24178349986312; dx=-0.007869476941071605 evalInputDelta=0.0 WOLFE (weak): th(5.170643256076521E-9)=-67.24178349986312; dx=-0.007869406726857285 evalInputDelta=0.0 Armijo: th(2.5853216280382606E-8)=-67.2417763985995; dx=-0.007869567817509976 evalInputDelta=-7.101263619802012E-6 Armijo: th(1.5511929768229562E-8)=-67.2417763985995; dx=-0.007869555269983713 evalInputDelta=-7.101263619802012E-6 WOLFE (weak): th(1.0341286512153042E-8)=-67.24178349986312; dx=-0.007869365726162184 evalInputDelta=0.0 Armijo: th(1.2926608140191303E-8)=-67.2417763985995; dx=-0.007869531933701154 evalInputDelta=-7.101263619802012E-6 WOLFE (weak): th(1.1633947326172171E-8)=-67.24178349986312; dx=-0.007869620321954833 evalInputDelta=0.0 WOLFE (weak): th(1.2280277733181737E-8)=-67.24178349986312; dx=-0.00786954227403928 evalInputDelta=0.0 Armijo: th(1.260344293668652E-8)=-67.2417763985995; dx=-0.007869561374404685 evalInputDelta=-7.101263619802012E-6 WOLFE (weak): th(1.2441860334934129E-8)=-67.24178349986312; dx=-0.007869545241439083 evalInputDelta=0.0 Armijo: th(1.2522651635810323E-8)=-67.2417763985995; dx=-0.007869415767106605 evalInputDelta=-7.101263619802012E-6 WOLFE (weak): th(1.2482255985372225E-8)=-67.24178349986312; dx=-0.007869735664175382 evalInputDelta=0.0 Armijo: th(1.2502453810591274E-8)=-67.2417763985995; dx=-0.007869542222611853 evalInputDelta=-7.101263619802012E-6 WOLFE (weak): th(1.249235489798175E-8)=-67.24178349986312; dx=-0.007869568143622774 evalInputDelta=0.0 WOLFE (weak): th(1.2497404354286511E-8)=-67.24178349986312; dx=-0.007869320130784915 evalInputDelta=0.0 WOLFE (weak): th(1.2499929082438893E-8)=-67.24178349986312; dx=-0.007869424572369475 evalInputDelta=0.0 WOLFE (weak): th(1.2501191446515084E-8)=-67.24178349986312; dx=-0.007868942032613652 evalInputDelta=0.0 Armijo: th(1.250182262855318E-8)=-67.2417763985995; dx=-0.007869576793352926 evalInputDelta=-7.101263619802012E-6 WOLFE (weak): th(1.2501507037534131E-8)=-67.24178349986312; dx=-0.007869631150569217 evalInputDelta=0.0 WOLFE (weak): th(1.2501664833043656E-8)=-67.24178349986312; dx=-0.007869467099183444 evalInputDelta=0.0 Armijo: th(1.2501743730798417E-8)=-67.2417763985995; dx=-0.007869734155461598 evalInputDelta=-7.101263619802012E-6 mu ~= nu (1.2501664833043656E-8): th(0.0)=-67.24178349986312 Fitness changed from -67.24178349986312 to -67.24178349986312 Static Iteration Total: 31.3283; Orientation: 0.0182; Line Search: 29.1978 Iteration 22 failed. Error: -67.24178349986312 Previous Error: 0.0 -> -67.24178349986312 Optimization terminated 22 Final threshold in iteration 22: -67.24178349986312 (> -Infinity) after 202.839s (< 3600.000s)