Reset training subject: 2435206736239 Reset training subject: 2439178250640 Adding measurement 3c463de6 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=10.321519903838634;dx=-1.51448716033768E-6 New Minimum: 10.321519903838634 > 10.321517921984196 WOLFE (weak): th(2.154434690031884)=10.321517921984196; dx=-1.5144923756846896E-6 evalInputDelta=1.9818544387817383E-6 New Minimum: 10.321517921984196 > 10.32151547819376 WOLFE (weak): th(4.308869380063768)=10.32151547819376; dx=-1.5145031415362044E-6 evalInputDelta=4.425644874572754E-6 New Minimum: 10.32151547819376 > 10.321506597101688 WOLFE (weak): th(12.926608140191302)=10.321506597101688; dx=-1.514500010610646E-6 evalInputDelta=1.3306736946105957E-5 New Minimum: 10.321506597101688 > 10.321466460824013 WOLFE (weak): th(51.70643256076521)=10.321466460824013; dx=-1.514424204580189E-6 evalInputDelta=5.344301462173462E-5 New Minimum: 10.321466460824013 > 10.321253478527069 WOLFE (weak): th(258.53216280382605)=10.321253478527069; dx=-1.5141768821440617E-6 evalInputDelta=2.6642531156539917E-4 New Minimum: 10.321253478527069 > 10.319922231137753 WOLFE (weak): th(1551.1929768229563)=10.319922231137753; dx=-1.5142305518114747E-6 evalInputDelta=0.001597672700881958 New Minimum: 10.319922231137753 > 10.310359679162502 WOLFE (weak): th(10858.350837760694)=10.310359679162502; dx=-1.5065982999219318E-6 evalInputDelta=0.011160224676132202 New Minimum: 10.310359679162502 > 10.234262585639954 WOLFE (weak): th(86866.80670208555)=10.234262585639954; dx=-1.4419898139331941E-6 evalInputDelta=0.08725731819868088 New Minimum: 10.234262585639954 > 9.67361232638359 END: th(781801.26031877)=9.67361232638359; dx=-9.636060395086816E-7 evalInputDelta=0.6479075774550438 Fitness changed from 10.321519903838634 to 9.67361232638359 Iteration 1 complete. Error: 9.67361232638359 Total: 45.3545; Orientation: 0.0127; Line Search: 34.5146 Iteration 1 ![Iteration 1](etc/444b09f6-e272-44a8-a0e7-a4f069905175.jpg) Adding measurement e9c355 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.67361232638359;dx=-1.1605435927979085E-6 New Minimum: 9.67361232638359 > 8.64488822966814 END: th(1684339.7559414052)=8.64488822966814; dx=-6.03664385469768E-7 evalInputDelta=1.0287240967154503 Fitness changed from 9.67361232638359 to 8.64488822966814 Iteration 2 complete. Error: 8.64488822966814 Total: 10.9238; Orientation: 0.0143; Line Search: 6.7718 Iteration 2 ![Iteration 2](etc/92767cc5-b9ec-43d6-8161-e46af0226ce4.jpg) Adding measurement 475b25b5 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=8.64488822966814;dx=-9.47768944846265E-7 New Minimum: 8.64488822966814 > 7.366639569401741 END: th(3628800.0)=7.366639569401741; dx=-2.8656827780984487E-7 evalInputDelta=1.2782486602663994 Fitness changed from 8.64488822966814 to 7.366639569401741 Iteration 3 complete. Error: 7.366639569401741 Total: 10.2753; Orientation: 0.0127; Line Search: 6.7621 Iteration 3 ![Iteration 3](etc/ec0029b4-0bab-4b79-aa15-148295c150b8.jpg) Adding measurement 356c99e8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.644e+03, gradient 8.884e-04, dot -0.474; [53e365d0-8574-4225-9760-22da5b7430c9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.366639569401741, 8.64488822966814, 9.67361232638359, 10.321519903838634 LBFGS Accumulation History: 3 points Removed measurement 356c99e8 to history. Total: 3 th(0)=7.366639569401741;dx=-7.892887202739014E-7 New Minimum: 7.366639569401741 > 6.558645322918892 END: th(7818012.6031877)=6.558645322918892; dx=-4.422331319714636E-8 evalInputDelta=0.8079942464828491 Fitness changed from 7.366639569401741 to 6.558645322918892 Iteration 4 complete. Error: 6.558645322918892 Total: 10.3321; Orientation: 0.3110; Line Search: 6.6726 Iteration 4 ![Iteration 4](etc/4ea86b69-8acb-4cd8-833f-14bb9d92f628.jpg) Adding measurement 4d10c36a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.437e+03, gradient 8.221e-04, dot -0.287; [53e365d0-8574-4225-9760-22da5b7430c9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.558645322918892, 8.64488822966814, 9.67361232638359, 10.321519903838634 LBFGS Accumulation History: 3 points Removed measurement 4d10c36a to history. Total: 3 th(0)=6.558645322918892;dx=-6.758241858744892E-7 Armijo: th(1.684339755941405E7)=7.602203443646431; dx=9.130574642471078E-8 evalInputDelta=-1.043558120727539 New Minimum: 6.558645322918892 > 5.421463072299957 END: th(8421698.779707026)=5.421463072299957; dx=-2.0863267004877463E-8 evalInputDelta=1.1371822506189346 Fitness changed from 6.558645322918892 to 5.421463072299957 Iteration 5 complete. Error: 5.421463072299957 Total: 14.7389; Orientation: 0.3179; Line Search: 10.7996 Iteration 5 ![Iteration 5](etc/cbcb0f24-52a1-4f6e-8b04-0c47c3c45827.jpg) Adding measurement 5688f3cc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.505e+03, gradient 6.257e-04, dot -0.269; [53e365d0-8574-4225-9760-22da5b7430c9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.421463072299957, 8.64488822966814, 9.67361232638359, 10.321519903838634 LBFGS Accumulation History: 3 points Removed measurement 5688f3cc to history. Total: 3 th(0)=5.421463072299957;dx=-3.914830846397151E-7 Armijo: th(1.8144E7)=6.359542533755302; dx=5.4406773052473634E-8 evalInputDelta=-0.9380794614553452 New Minimum: 5.421463072299957 > 4.5753293633461 END: th(9072000.0)=4.5753293633461; dx=-3.7341398168344865E-8 evalInputDelta=0.8461337089538574 Fitness changed from 5.421463072299957 to 4.5753293633461 Iteration 6 complete. Error: 4.5753293633461 Total: 13.8770; Orientation: 0.3329; Line Search: 10.2035 Adding measurement 5f32e40 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.798e+03, gradient 4.859e-04, dot -0.288; [53e365d0-8574-4225-9760-22da5b7430c9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.5753293633461, 8.64488822966814, 9.67361232638359, 10.321519903838634 LBFGS Accumulation History: 3 points Removed measurement 5f32e40 to history. Total: 3 th(0)=4.5753293633461;dx=-2.3609942624702838E-7 Armijo: th(1.954503150796925E7)=5.613103300333023; dx=2.512805572156135E-8 evalInputDelta=-1.0377739369869232 New Minimum: 4.5753293633461 > 4.171266794204712 END: th(9772515.753984625)=4.171266794204712; dx=-4.3637629548185073E-8 evalInputDelta=0.40406256914138794 Fitness changed from 4.5753293633461 to 4.171266794204712 Iteration 7 complete. Error: 4.171266794204712 Total: 14.3280; Orientation: 0.3853; Line Search: 10.5228 Adding measurement 3428fc5a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.988e+03, gradient 4.006e-04, dot -0.307; [53e365d0-8574-4225-9760-22da5b7430c9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.171266794204712, 8.64488822966814, 9.67361232638359, 10.321519903838634 LBFGS Accumulation History: 3 points Removed measurement 3428fc5a to history. Total: 3 th(0)=4.171266794204712;dx=-1.6050966719503115E-7 Armijo: th(2.1054246949267566E7)=5.386912792921066; dx=1.5409291289131831E-9 evalInputDelta=-1.2156459987163544 New Minimum: 4.171266794204712 > 4.159365072846413 END: th(1.0527123474633783E7)=4.159365072846413; dx=-4.5816970771417955E-8 evalInputDelta=0.011901721358299255 Fitness changed from 4.171266794204712 to 4.159365072846413 Iteration 8 complete. Error: 4.159365072846413 Total: 14.5475; Orientation: 0.3026; Line Search: 10.8045 Adding measurement a63c3c9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.272e+03, gradient 3.604e-04, dot -0.313; [53e365d0-8574-4225-9760-22da5b7430c9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.159365072846413, 8.64488822966814, 9.67361232638359, 10.321519903838634 LBFGS Accumulation History: 3 points Removed measurement a63c3c9 to history. Total: 3 th(0)=4.159365072846413;dx=-1.298944907206825E-7 Armijo: th(2.2680000000000004E7)=5.6794586926698685; dx=-1.0241069999032006E-8 evalInputDelta=-1.5200936198234558 Armijo: th(1.1340000000000002E7)=4.4392900466918945; dx=-4.663084368576243E-8 evalInputDelta=-0.2799249738454819 New Minimum: 4.159365072846413 > 4.103851169347763 END: th(3780000.0000000005)=4.103851169347763; dx=-9.689693594093303E-8 evalInputDelta=0.0555139034986496 Fitness changed from 4.159365072846413 to 4.103851169347763 Iteration 9 complete. Error: 4.103851169347763 Total: 17.1151; Orientation: 0.3314; Line Search: 13.3408 Adding measurement 35b3ad23 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.798e+03, gradient 3.182e-04, dot -0.355; [53e365d0-8574-4225-9760-22da5b7430c9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.103851169347763, 8.64488822966814, 9.67361232638359, 10.321519903838634 LBFGS Accumulation History: 3 points Removed measurement 35b3ad23 to history. Total: 3 th(0)=4.103851169347763;dx=-1.0126303334496821E-7 Armijo: th(8143763.128320522)=4.291471898555756; dx=-7.07879927672696E-8 evalInputDelta=-0.18762072920799255 Armijo: th(4071881.564160261)=4.155465334653854; dx=-8.513176151924572E-8 evalInputDelta=-0.05161416530609131 Armijo: th(1357293.854720087)=4.112100914120674; dx=-9.549425134886335E-8 evalInputDelta=-0.008249744772911072 Armijo: th(339323.46368002176)=4.1050524562597275; dx=-9.9746916465975E-8 evalInputDelta=-0.0012012869119644165 Armijo: th(67864.69273600435)=4.10404047369957; dx=-1.0095896183944776E-7 evalInputDelta=-1.8930435180664062E-4 Armijo: th(11310.782122667391)=4.103880628943443; dx=-1.0122900055463953E-7 evalInputDelta=-2.9459595680236816E-5 Armijo: th(1615.8260175239132)=4.103855416178703; dx=-1.0125944368581961E-7 evalInputDelta=-4.246830940246582E-6 Armijo: th(201.97825219048914)=4.1038518846035; dx=-1.0126029898028763E-7 evalInputDelta=-7.152557373046875E-7 Armijo: th(22.44202802116546)=4.103851318359375; dx=-1.0126223535182762E-7 evalInputDelta=-1.4901161193847656E-7 Armijo: th(2.244202802116546)=4.103851392865181; dx=-1.0126315069592388E-7 evalInputDelta=-2.2351741790771484E-7 Armijo: th(0.20401843655604965)=4.10385125875473; dx=-1.012630333718706E-7 evalInputDelta=-8.940696716308594E-8 New Minimum: 4.103851169347763 > 4.1038511246442795 WOLFE (weak): th(0.017001536379670803)=4.1038511246442795; dx=-1.012630286380509E-7 evalInputDelta=4.470348358154297E-8 New Minimum: 4.1038511246442795 > 4.103851094841957 WOLFE (weak): th(0.11050998646786023)=4.103851094841957; dx=-1.0126304059772533E-7 evalInputDelta=7.450580596923828E-8 Armijo: th(0.15726421151195494)=4.103851228952408; dx=-1.0126303653021751E-7 evalInputDelta=-5.9604644775390625E-8 Armijo: th(0.13388709898990758)=4.1038511991500854; dx=-1.0126303599665345E-7 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(0.1221985427288839)=4.103851154446602; dx=-1.0126303382450658E-7 evalInputDelta=1.4901161193847656E-8 Armijo: th(0.12804282085939575)=4.103851318359375; dx=-1.0126303512524505E-7 evalInputDelta=-1.4901161193847656E-7 Armijo: th(0.12512068179413982)=4.103851169347763; dx=-1.0126303638916853E-7 evalInputDelta=0.0 Armijo: th(0.12365961226151187)=4.103851228952408; dx=-1.0126303491023091E-7 evalInputDelta=-5.9604644775390625E-8 Armijo: th(0.12292907749519788)=4.103851288557053; dx=-1.012630359806375E-7 evalInputDelta=-1.1920928955078125E-7 Armijo: th(0.1225638101120409)=4.103851228952408; dx=-1.0126303536333978E-7 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(0.1223811764204624)=4.103851154446602; dx=-1.0126303500673064E-7 evalInputDelta=1.4901161193847656E-8 Armijo: th(0.12247249326625165)=4.103851228952408; dx=-1.0126303520741299E-7 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(0.12242683484335702)=4.103851094841957; dx=-1.0126303508710354E-7 evalInputDelta=7.450580596923828E-8 WOLFE (weak): th(0.12244966405480434)=4.103851154446602; dx=-1.0126303519471982E-7 evalInputDelta=1.4901161193847656E-8 Armijo: th(0.122461078660528)=4.103851228952408; dx=-1.0126303533527284E-7 evalInputDelta=-5.9604644775390625E-8 Armijo: th(0.12245537135766617)=4.103851228952408; dx=-1.0126303496909982E-7 evalInputDelta=-5.9604644775390625E-8 Armijo: th(0.12245251770623525)=4.103851228952408; dx=-1.0126303520746544E-7 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(0.1224510908805198)=4.103851154446602; dx=-1.0126303514146682E-7 evalInputDelta=1.4901161193847656E-8 WOLFE (weak): th(0.12245180429337751)=4.103851154446602; dx=-1.0126303535493826E-7 evalInputDelta=1.4901161193847656E-8 mu ~= nu (0.12245180429337751): th(0.11050998646786023)=4.103851094841957 Fitness changed from 4.103851169347763 to 4.103851094841957 Iteration 10 complete. Error: 4.103851094841957 Total: 115.4341; Orientation: 0.3831; Line Search: 111.6376 Iteration 10 ![Iteration 10](etc/85ef79af-2d2e-4c5b-b035-3ffdec3be176.jpg) Final threshold in iteration 11: 4.103851094841957 (> -Infinity) after 266.991s (< 3600.000s)