Reset training subject: 930332923952400 Reset training subject: 930333916014700 Adding measurement a90273e to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=3.5839123202022165;dx=-4.401062125011294E-5 New Minimum: 3.5839123202022165 > 3.5838398579508066 WOLFE (weak): th(2.154434690031884)=3.5838398579508066; dx=-4.403754812410013E-5 evalInputDelta=7.246225140988827E-5 New Minimum: 3.5838398579508066 > 3.5837673973292112 WOLFE (weak): th(4.308869380063768)=3.5837673973292112; dx=-4.4011674495626746E-5 evalInputDelta=1.4492287300527096E-4 New Minimum: 3.5837673973292112 > 3.583477073116228 WOLFE (weak): th(12.926608140191302)=3.583477073116228; dx=-4.39790243655402E-5 evalInputDelta=4.352470859885216E-4 New Minimum: 3.583477073116228 > 3.5821792078204453 WOLFE (weak): th(51.70643256076521)=3.5821792078204453; dx=-4.365628038050948E-5 evalInputDelta=0.0017331123817712069 Armijo: th(258.53216280382605)=3.5911575998179615; dx=-4.1678552845957296E-5 evalInputDelta=-0.007245279615744948 New Minimum: 3.5821792078204453 > 3.578715092036873 WOLFE (weak): th(155.11929768229564)=3.578715092036873; dx=-4.150108126700636E-5 evalInputDelta=0.005197228165343404 WOLFE (weak): th(206.82573024306083)=3.582475855248049; dx=-4.7482339736286275E-4 evalInputDelta=0.0014364649541676044 Armijo: th(232.67894652344344)=3.5919873104430735; dx=-4.152929142270369E-5 evalInputDelta=-0.008074990240857005 Armijo: th(219.75233838325215)=3.5898235489148647; dx=-7.423098749794848E-4 evalInputDelta=-0.005911228712648153 Armijo: th(213.2890343131565)=3.5856847842223942; dx=-5.997185870281036E-4 evalInputDelta=-0.001772464020177722 Armijo: th(210.05738227810866)=3.5840761461295187; dx=-5.399285518481982E-4 evalInputDelta=-1.6382592730224133E-4 WOLFE (weak): th(208.44155626058475)=3.583258834667504; dx=-5.075245371834706E-4 evalInputDelta=6.534855347126722E-4 WOLFE (weak): th(209.24946926934672)=3.58368370286189; dx=-5.245929442706798E-4 evalInputDelta=2.286173403263092E-4 WOLFE (weak): th(209.6534257737277)=3.5839111576788127; dx=-5.334657898740039E-4 evalInputDelta=1.162523403763771E-6 WOLFE (weak): th(209.85540402591818)=3.583875158568844; dx=-5.323738744139224E-4 evalInputDelta=3.7161633372306824E-5 Armijo: th(209.95639315201342)=3.5839731495361775; dx=-5.360640957562783E-4 evalInputDelta=-6.082933396100998E-5 WOLFE (weak): th(209.90589858896578)=3.5838804044760764; dx=-5.326260242152926E-4 evalInputDelta=3.191572614014149E-5 Armijo: th(209.93114587048962)=3.583985070232302; dx=-5.364842043282895E-4 evalInputDelta=-7.275003008544445E-5 Armijo: th(209.9185222297277)=3.5839898395352066; dx=-5.366548527084027E-4 evalInputDelta=-7.751933299005032E-5 Armijo: th(209.91221040934676)=3.5839397709351033; dx=-5.34808254051885E-4 evalInputDelta=-2.745073288679123E-5 Armijo: th(209.90905449915627)=3.583946923725307; dx=-5.350600330631632E-4 evalInputDelta=-3.460352309048176E-5 Armijo: th(209.907476544061)=3.583986261859536; dx=-5.364856593086377E-4 evalInputDelta=-7.394165731966496E-5 mu ~= nu (209.90589858896578): th(155.11929768229564)=3.578715092036873 Fitness changed from 3.5839123202022165 to 3.578715092036873 Iteration 1 complete. Error: 3.578715092036873 Total: 26.6875; Orientation: 0.0041; Line Search: 23.8718 Iteration 1 ![Iteration 1](etc/c3047485-aa82-4595-91f3-5ad68e1234e1.jpg) Adding measurement 74217f9b to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=3.578715092036873;dx=-4.080457193232129E-5 Armijo: th(452.23024936298077)=3.579011722235009; dx=-3.7214707785969855E-5 evalInputDelta=-2.96630198135972E-4 Armijo: th(226.11512468149039)=3.5861890227533877; dx=-4.1587119823179916E-5 evalInputDelta=-0.007473930716514587 Armijo: th(75.37170822716347)=3.592110607540235; dx=-4.082194558595511E-5 evalInputDelta=-0.013395515503361821 New Minimum: 3.578715092036873 > 3.578131074551493 WOLFE (weak): th(18.842927056790867)=3.578131074551493; dx=-4.024294380500485E-5 evalInputDelta=5.840174853801727E-4 Armijo: th(47.10731764197717)=3.579857629025355; dx=-3.4166334265463137E-4 evalInputDelta=-0.0011425369884818792 New Minimum: 3.578131074551493 > 3.577751116361469 WOLFE (weak): th(32.975122349384016)=3.577751116361469; dx=-9.487182348452312E-5 evalInputDelta=9.639756754040718E-4 WOLFE (weak): th(40.04121999568059)=3.5783472016919404; dx=-2.17462256502272E-4 evalInputDelta=3.6789034493267536E-4 Armijo: th(43.574268818828884)=3.5789623425807804; dx=-2.777862218322632E-4 evalInputDelta=-2.4725054390728474E-4 WOLFE (weak): th(41.80774440725474)=3.578583723632619; dx=-2.4484017066789547E-4 evalInputDelta=1.3136840425431728E-4 Armijo: th(42.69100661304181)=3.5788045045919716; dx=-2.649484976364103E-4 evalInputDelta=-8.941255509853363E-5 WOLFE (weak): th(42.24937551014827)=3.578692684415728; dx=-2.549208985624632E-4 evalInputDelta=2.2407621145248413E-5 Armijo: th(42.47019106159504)=3.5787291643209755; dx=-2.5847521969629326E-4 evalInputDelta=-1.407228410243988E-5 WOLFE (weak): th(42.35978328587166)=3.5787067518103868; dx=-2.5637481555420644E-4 evalInputDelta=8.340226486325264E-6 Armijo: th(42.41498717373335)=3.5787801851984113; dx=-2.6243484967846943E-4 evalInputDelta=-6.50931615382433E-5 Armijo: th(42.387385229802504)=3.5787549123633653; dx=-2.6033307148242373E-4 evalInputDelta=-3.982032649219036E-5 Armijo: th(42.37358425783708)=3.5787220099009573; dx=-2.5766699406116675E-4 evalInputDelta=-6.917864084243774E-6 WOLFE (weak): th(42.36668377185437)=3.578703652601689; dx=-2.561321566108931E-4 evalInputDelta=1.1439435184001923E-5 WOLFE (weak): th(42.370134014845725)=3.578686724882573; dx=-2.547592225668755E-4 evalInputDelta=2.836715430021286E-5 Armijo: th(42.3718591363414)=3.5787341692484915; dx=-2.5863606848322833E-4 evalInputDelta=-1.9077211618423462E-5 Armijo: th(42.370996575593566)=3.5787251102738082; dx=-2.5790963486357074E-4 evalInputDelta=-1.0018236935138702E-5 Armijo: th(42.37056529521965)=3.5787453756202012; dx=-2.59525148263324E-4 evalInputDelta=-3.028358332812786E-5 Armijo: th(42.37034965503268)=3.578735362039879; dx=-2.58717013727547E-4 evalInputDelta=-2.0270003005862236E-5 mu ~= nu (42.370134014845725): th(32.975122349384016)=3.577751116361469 Fitness changed from 3.578715092036873 to 3.577751116361469 Iteration 2 complete. Error: 3.577751116361469 Total: 24.8516; Orientation: 0.0037; Line Search: 23.8814 Iteration 2 ![Iteration 2](etc/58f2162c-24cc-4bcf-9f22-431f023a8087.jpg) Adding measurement 2bb41e9b to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=3.577751116361469;dx=-0.09483879366179976 New Minimum: 3.577751116361469 > 3.532019129721448 END: th(91.2839188342332)=3.532019129721448; dx=-1.2211781244199688E-4 evalInputDelta=0.045731986640021205 Fitness changed from 3.577751116361469 to 3.532019129721448 Iteration 3 complete. Error: 3.532019129721448 Total: 2.7974; Orientation: 0.0042; Line Search: 1.8135 Iteration 3 ![Iteration 3](etc/2bd3700d-9bc7-439d-b411-ac0503221262.jpg) Adding measurement 68d654a0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.592e+02, gradient 6.117e-03, dot -0.893; [0e72b756-893f-49b6-96c1-0f3966bb1e2c = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.5839123202022165, 3.578715092036873, 3.577751116361469, 3.532019129721448 LBFGS Accumulation History: 3 points Removed measurement a90273e to history. Total: 4 th(0)=3.532019129721448;dx=-3.741622548966227E-5 New Minimum: 3.532019129721448 > 3.5252603949047625 WOLFE (weak): th(196.66524137852684)=3.5252603949047625; dx=-3.762815737009079E-5 evalInputDelta=0.006758734816685319 New Minimum: 3.5252603949047625 > 3.5206115033943206 WOLFE (weak): th(393.3304827570537)=3.5206115033943206; dx=-3.171054360398828E-5 evalInputDelta=0.011407626327127218 New Minimum: 3.5206115033943206 > 3.4918218583334237 END: th(1179.991448271161)=3.4918218583334237; dx=-2.848251918209921E-5 evalInputDelta=0.04019727138802409 Fitness changed from 3.532019129721448 to 3.4918218583334237 Iteration 4 complete. Error: 3.4918218583334237 Total: 4.5285; Orientation: 0.1142; Line Search: 3.5952 Iteration 4 ![Iteration 4](etc/b3fd1d02-ff37-4522-af9e-cab73ad01522.jpg) Adding measurement 7ff5f932 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.221e+02, gradient 5.188e-03, dot -0.383; [0e72b756-893f-49b6-96c1-0f3966bb1e2c = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.578715092036873, 3.577751116361469, 3.532019129721448, 3.4918218583334237 LBFGS Accumulation History: 3 points Removed measurement 74217f9b to history. Total: 4 th(0)=3.4918218583334237;dx=-2.6911196484021253E-5 New Minimum: 3.4918218583334237 > 3.4454587458167225 WOLFE (weak): th(2542.2145100963526)=3.4454587458167225; dx=-2.337966179255681E-5 evalInputDelta=0.04636311251670122 New Minimum: 3.4454587458167225 > 3.3864995799958706 END: th(5084.429020192705)=3.3864995799958706; dx=-1.6770205852868704E-5 evalInputDelta=0.10532227833755314 Fitness changed from 3.4918218583334237 to 3.3864995799958706 Iteration 5 complete. Error: 3.3864995799958706 Total: 3.8072; Orientation: 0.1109; Line Search: 2.7083 Iteration 5 ![Iteration 5](etc/51a9e35f-527f-42e7-bff6-b856aff82c7b.jpg) Adding measurement 273e7174 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.709e+01, gradient 4.336e-03, dot -0.925; [0e72b756-893f-49b6-96c1-0f3966bb1e2c = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.577751116361469, 3.532019129721448, 3.4918218583334237, 3.3864995799958706 LBFGS Accumulation History: 3 points Removed measurement 2bb41e9b to history. Total: 4 th(0)=3.3864995799958706;dx=-1.8797086501154218E-5 New Minimum: 3.3864995799958706 > 3.2881961963139474 END: th(10954.070260107985)=3.2881961963139474; dx=-7.85789503822479E-6 evalInputDelta=0.09830338368192315 Fitness changed from 3.3864995799958706 to 3.2881961963139474 Iteration 6 complete. Error: 3.2881961963139474 Total: 3.0607; Orientation: 0.1218; Line Search: 1.9538 Final threshold in iteration 7: 3.2881961963139474 (> -Infinity) after 65.734s (< 720.000s)