Reset training subject: 1494487747021600 Reset training subject: 1494494310049300 Adding measurement 2e4eda17 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-34.93214336782694;dx=-1.4311527101123934E-5 New Minimum: -34.93214336782694 > -34.932151548564434 WOLFE (weak): th(2.154434690031884)=-34.932151548564434; dx=-1.4311542139439282E-5 evalInputDelta=8.180737495422363E-6 New Minimum: -34.932151548564434 > -34.932162798941135 WOLFE (weak): th(4.308869380063768)=-34.932162798941135; dx=-1.43115422331903E-5 evalInputDelta=1.9431114196777344E-5 New Minimum: -34.932162798941135 > -34.93219697475433 WOLFE (weak): th(12.926608140191302)=-34.93219697475433; dx=-1.4311441771103827E-5 evalInputDelta=5.360692739486694E-5 New Minimum: -34.93219697475433 > -34.932357773184776 WOLFE (weak): th(51.70643256076521)=-34.932357773184776; dx=-1.4310990520177412E-5 evalInputDelta=2.14405357837677E-4 New Minimum: -34.932357773184776 > -34.93321204185486 WOLFE (weak): th(258.53216280382605)=-34.93321204185486; dx=-1.4310769909955805E-5 evalInputDelta=0.0010686740279197693 New Minimum: -34.93321204185486 > -34.93854811042547 WOLFE (weak): th(1551.1929768229563)=-34.93854811042547; dx=-1.430151101013731E-5 evalInputDelta=0.00640474259853363 New Minimum: -34.93854811042547 > -34.976721584796906 WOLFE (weak): th(10858.350837760694)=-34.976721584796906; dx=-1.4211714896926605E-5 evalInputDelta=0.04457821696996689 New Minimum: -34.976721584796906 > -35.27168100327253 WOLFE (weak): th(86866.80670208555)=-35.27168100327253; dx=-1.3472015473098306E-5 evalInputDelta=0.3395376354455948 New Minimum: -35.27168100327253 > -36.600719805806875 END: th(781801.26031877)=-36.600719805806875; dx=-7.426143622589994E-6 evalInputDelta=1.6685764379799366 Fitness changed from -34.93214336782694 to -36.600719805806875 Iteration 1 complete. Error: -36.600719805806875 Total: 83.2387; Orientation: 0.0126; Line Search: 63.9992 Iteration 1 ![Iteration 1](etc/b92b6069-7354-4501-809a-cd87e6b3c2e0.jpg) Adding measurement 935d3f9 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-36.600719805806875;dx=-9.505525740736122E-6 Armijo: th(1684339.7559414052)=-35.983657671138644; dx=-2.202609396193473E-6 evalInputDelta=-0.617062134668231 New Minimum: -36.600719805806875 > -37.313891772180796 END: th(842169.8779707026)=-37.313891772180796; dx=-5.200531829281224E-6 evalInputDelta=0.7131719663739204 Fitness changed from -36.600719805806875 to -37.313891772180796 Iteration 2 complete. Error: -37.313891772180796 Total: 25.6363; Orientation: 0.0124; Line Search: 19.0298 Iteration 2 ![Iteration 2](etc/df25eb8b-e943-4df2-a7fd-23bd53df422b.jpg) Adding measurement 7d66a126 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-37.313891772180796;dx=-7.693056540745299E-6 Armijo: th(1814400.0)=-35.781095223501325; dx=-1.8360527084450399E-6 evalInputDelta=-1.532796548679471 New Minimum: -37.313891772180796 > -37.57279077358544 END: th(907200.0)=-37.57279077358544; dx=-4.316572302298387E-6 evalInputDelta=0.25889900140464306 Fitness changed from -37.313891772180796 to -37.57279077358544 Iteration 3 complete. Error: -37.57279077358544 Total: 25.3237; Orientation: 0.0124; Line Search: 19.0591 Iteration 3 ![Iteration 3](etc/08fc4f60-e8ce-4291-abcd-4cf7d7f9e3f7.jpg) Adding measurement 6d6039df to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.821e+03, gradient 2.701e-03, dot -0.798; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -34.93214336782694, -36.600719805806875, -37.313891772180796, -37.57279077358544 LBFGS Accumulation History: 3 points Removed measurement 2e4eda17 to history. Total: 4 th(0)=-37.57279077358544;dx=-7.2940723655723865E-6 Armijo: th(1954503.150796925)=-35.09258292801678; dx=-1.6348636057863096E-6 evalInputDelta=-2.480207845568657 Armijo: th(977251.5753984625)=-37.48778118006885; dx=-3.978238329237539E-6 evalInputDelta=-0.08500959351658821 New Minimum: -37.57279077358544 > -37.852459356188774 END: th(325750.5251328208)=-37.852459356188774; dx=-6.032538980644802E-6 evalInputDelta=0.2796685826033354 Fitness changed from -37.57279077358544 to -37.852459356188774 Iteration 4 complete. Error: -37.852459356188774 Total: 32.0650; Orientation: 0.3492; Line Search: 25.2513 Iteration 4 ![Iteration 4](etc/bc7415e8-e86e-42c0-9634-d215dc4a53ee.jpg) Adding measurement 57c69937 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.191e+04, gradient 2.475e-03, dot -0.954; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -36.600719805806875, -37.313891772180796, -37.57279077358544, -37.852459356188774 LBFGS Accumulation History: 3 points Removed measurement 935d3f9 to history. Total: 4 th(0)=-37.852459356188774;dx=-6.124815848291157E-6 New Minimum: -37.852459356188774 > -38.00367999263108 END: th(701808.2316422522)=-38.00367999263108; dx=-4.349805115868542E-6 evalInputDelta=0.15122063644230366 Fitness changed from -37.852459356188774 to -38.00367999263108 Iteration 5 complete. Error: -38.00367999263108 Total: 19.3899; Orientation: 0.3488; Line Search: 12.5942 Iteration 5 ![Iteration 5](etc/d0f1c504-cc29-4b73-9614-d5bf894e4984.jpg) Adding measurement 3cf55e0c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.652e+03, gradient 2.386e-03, dot -0.870; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -37.313891772180796, -37.57279077358544, -37.852459356188774, -38.00367999263108 LBFGS Accumulation History: 3 points Removed measurement 7d66a126 to history. Total: 4 th(0)=-38.00367999263108;dx=-5.692709015683705E-6 Armijo: th(1512000.0)=-37.02519160788506; dx=-2.712836117034952E-6 evalInputDelta=-0.9784883847460151 New Minimum: -38.00367999263108 > -38.06254085153341 END: th(756000.0)=-38.06254085153341; dx=-4.0298686784427715E-6 evalInputDelta=0.05886085890233517 Fitness changed from -38.00367999263108 to -38.06254085153341 Iteration 6 complete. Error: -38.06254085153341 Total: 25.9140; Orientation: 0.3456; Line Search: 19.0889 Adding measurement 8b41ad to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.379e+04, gradient 2.356e-03, dot -0.861; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -37.57279077358544, -37.852459356188774, -38.00367999263108, -38.06254085153341 LBFGS Accumulation History: 3 points Removed measurement 6d6039df to history. Total: 4 th(0)=-38.06254085153341;dx=-5.548978573455776E-6 Armijo: th(1628752.6256641042)=-36.77625890541822; dx=-2.5954855899397844E-6 evalInputDelta=-1.2862819461151958 Armijo: th(814376.3128320521)=-38.0429817289114; dx=-3.871168958945326E-6 evalInputDelta=-0.019559122622013092 New Minimum: -38.06254085153341 > -38.21426784619689 END: th(271458.7709440174)=-38.21426784619689; dx=-4.889654909918267E-6 evalInputDelta=0.15172699466347694 Fitness changed from -38.06254085153341 to -38.21426784619689 Iteration 7 complete. Error: -38.21426784619689 Total: 32.2142; Orientation: 0.3467; Line Search: 25.5709 Adding measurement 69bc9584 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.782e+04, gradient 2.230e-03, dot -0.957; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -37.852459356188774, -38.00367999263108, -38.06254085153341, -38.21426784619689 LBFGS Accumulation History: 3 points Removed measurement 57c69937 to history. Total: 4 th(0)=-38.21426784619689;dx=-4.972786639588301E-6 New Minimum: -38.21426784619689 > -38.32318386528641 END: th(584840.1930352102)=-38.32318386528641; dx=-3.973021348610518E-6 evalInputDelta=0.10891601908951998 Fitness changed from -38.21426784619689 to -38.32318386528641 Iteration 8 complete. Error: -38.32318386528641 Total: 19.3444; Orientation: 0.3472; Line Search: 12.7735 Adding measurement 55adcf9e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.197e+04, gradient 2.173e-03, dot -0.909; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.00367999263108, -38.06254085153341, -38.21426784619689, -38.32318386528641 LBFGS Accumulation History: 3 points Removed measurement 3cf55e0c to history. Total: 4 th(0)=-38.32318386528641;dx=-4.722289542068776E-6 Armijo: th(1260000.0000000002)=-37.869925640523434; dx=-2.9098026299261757E-6 evalInputDelta=-0.45325822476297617 New Minimum: -38.32318386528641 > -38.406766371801496 END: th(630000.0000000001)=-38.406766371801496; dx=-3.712149003973309E-6 evalInputDelta=0.0835825065150857 Fitness changed from -38.32318386528641 to -38.406766371801496 Iteration 9 complete. Error: -38.406766371801496 Total: 25.8232; Orientation: 0.3465; Line Search: 19.1477 Adding measurement 51d8f2f2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.537e+04, gradient 2.109e-03, dot -0.913; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.06254085153341, -38.21426784619689, -38.32318386528641, -38.406766371801496 LBFGS Accumulation History: 3 points Removed measurement 8b41ad to history. Total: 4 th(0)=-38.406766371801496;dx=-4.449942044572634E-6 Armijo: th(1357293.854720087)=-37.8889572462067; dx=-2.7189591821511434E-6 evalInputDelta=-0.5178091255947948 New Minimum: -38.406766371801496 > -38.47037826478481 END: th(678646.9273600435)=-38.47037826478481; dx=-3.476745109287871E-6 evalInputDelta=0.06361189298331738 Fitness changed from -38.406766371801496 to -38.47037826478481 Iteration 10 complete. Error: -38.47037826478481 Total: 25.6464; Orientation: 0.3470; Line Search: 19.0548 Iteration 10 ![Iteration 10](etc/37c1c695-ba09-4c89-b56e-b22e0df04bcc.jpg) Adding measurement 1b3a9ef4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.613e+04, gradient 2.071e-03, dot -0.900; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.21426784619689, -38.32318386528641, -38.406766371801496, -38.47037826478481 LBFGS Accumulation History: 3 points Removed measurement 69bc9584 to history. Total: 4 th(0)=-38.47037826478481;dx=-4.288808694410639E-6 Armijo: th(1462100.4825880257)=-37.85411650221795; dx=-2.5721739085420485E-6 evalInputDelta=-0.6162617625668645 New Minimum: -38.47037826478481 > -38.53056539967656 END: th(731050.2412940129)=-38.53056539967656; dx=-3.3300567673402896E-6 evalInputDelta=0.06018713489174843 Fitness changed from -38.47037826478481 to -38.53056539967656 Iteration 11 complete. Error: -38.53056539967656 Total: 26.0206; Orientation: 0.3476; Line Search: 19.1424 Adding measurement 5be51aa to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.733e+04, gradient 2.059e-03, dot -0.887; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.32318386528641, -38.406766371801496, -38.47037826478481, -38.53056539967656 LBFGS Accumulation History: 3 points Removed measurement 55adcf9e to history. Total: 4 th(0)=-38.53056539967656;dx=-4.2404609023019665E-6 Armijo: th(1575000.0000000005)=-37.745141096413136; dx=-2.4802121914664838E-6 evalInputDelta=-0.7854243032634258 New Minimum: -38.53056539967656 > -38.55142519902438 END: th(787500.0000000002)=-38.55142519902438; dx=-3.27535076546665E-6 evalInputDelta=0.020859799347817898 Fitness changed from -38.53056539967656 to -38.55142519902438 Iteration 12 complete. Error: -38.55142519902438 Total: 25.7332; Orientation: 0.3446; Line Search: 19.1686 Adding measurement 464ede1f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.003e+04, gradient 2.096e-03, dot -0.867; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.406766371801496, -38.47037826478481, -38.53056539967656, -38.55142519902438 LBFGS Accumulation History: 3 points Removed measurement 51d8f2f2 to history. Total: 4 th(0)=-38.55142519902438;dx=-4.394044227756048E-6 Armijo: th(1696617.318400109)=-37.510451511479914; dx=-2.2976137549995624E-6 evalInputDelta=-1.040973687544465 Armijo: th(848308.6592000545)=-38.52301796618849; dx=-3.220055781017248E-6 evalInputDelta=-0.028407232835888863 New Minimum: -38.55142519902438 > -38.661048183217645 END: th(282769.5530666848)=-38.661048183217645; dx=-3.943557386448557E-6 evalInputDelta=0.10962298419326544 Fitness changed from -38.55142519902438 to -38.661048183217645 Iteration 13 complete. Error: -38.661048183217645 Total: 32.2494; Orientation: 0.3467; Line Search: 25.4006 Adding measurement 6f07d414 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.922e+04, gradient 2.003e-03, dot -0.953; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.47037826478481, -38.53056539967656, -38.55142519902438, -38.661048183217645 LBFGS Accumulation History: 3 points Removed measurement 1b3a9ef4 to history. Total: 4 th(0)=-38.661048183217645;dx=-4.012483875824412E-6 New Minimum: -38.661048183217645 > -38.737350025214255 END: th(609208.5344116774)=-38.737350025214255; dx=-3.2796594248988797E-6 evalInputDelta=0.07630184199661016 Fitness changed from -38.661048183217645 to -38.737350025214255 Iteration 14 complete. Error: -38.737350025214255 Total: 19.3869; Orientation: 0.3417; Line Search: 12.8021 Adding measurement 2084e65a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.300e+04, gradient 1.948e-03, dot -0.920; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.53056539967656, -38.55142519902438, -38.661048183217645, -38.737350025214255 LBFGS Accumulation History: 3 points Removed measurement 5be51aa to history. Total: 4 th(0)=-38.737350025214255;dx=-3.7935526680703573E-6 Armijo: th(1312500.0000000005)=-38.34578492678702; dx=-2.5137672484944133E-6 evalInputDelta=-0.3915650984272361 New Minimum: -38.737350025214255 > -38.794895105063915 END: th(656250.0000000002)=-38.794895105063915; dx=-3.088571543738995E-6 evalInputDelta=0.0575450798496604 Fitness changed from -38.737350025214255 to -38.794895105063915 Iteration 15 complete. Error: -38.794895105063915 Total: 25.8604; Orientation: 0.3378; Line Search: 19.2444 Iteration 15 ![Iteration 15](etc/6b7a00a3-9059-48d5-85c3-82f549a940fd.jpg) Adding measurement 46b6701e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.660e+04, gradient 1.915e-03, dot -0.917; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.55142519902438, -38.661048183217645, -38.737350025214255, -38.794895105063915 LBFGS Accumulation History: 3 points Removed measurement 464ede1f to history. Total: 4 th(0)=-38.794895105063915;dx=-3.6684652013448546E-6 Armijo: th(1413847.7653334243)=-38.31015691906214; dx=-2.4046066949422244E-6 evalInputDelta=-0.48473818600177765 New Minimum: -38.794895105063915 > -38.83194273523986 END: th(706923.8826667122)=-38.83194273523986; dx=-2.9584696031117115E-6 evalInputDelta=0.03704763017594814 Fitness changed from -38.794895105063915 to -38.83194273523986 Iteration 16 complete. Error: -38.83194273523986 Total: 25.7614; Orientation: 0.3394; Line Search: 19.0652 Adding measurement 15c16f19 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.786e+04, gradient 1.917e-03, dot -0.897; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.661048183217645, -38.737350025214255, -38.794895105063915, -38.83194273523986 LBFGS Accumulation History: 3 points Removed measurement 6f07d414 to history. Total: 4 th(0)=-38.83194273523986;dx=-3.6740132135970043E-6 Armijo: th(1523021.3360291938)=-38.24479519762099; dx=-2.290062459878554E-6 evalInputDelta=-0.5871475376188755 New Minimum: -38.83194273523986 > -38.85339672025293 END: th(761510.6680145969)=-38.85339672025293; dx=-2.9149069026851523E-6 evalInputDelta=0.021453985013067722 Fitness changed from -38.83194273523986 to -38.85339672025293 Iteration 17 complete. Error: -38.85339672025293 Total: 25.6043; Orientation: 0.3389; Line Search: 18.9917 Adding measurement 65d73bd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.846e+04, gradient 1.916e-03, dot -0.888; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.737350025214255, -38.794895105063915, -38.83194273523986, -38.85339672025293 LBFGS Accumulation History: 3 points Removed measurement 2084e65a to history. Total: 4 th(0)=-38.85339672025293;dx=-3.672670515011697E-6 Armijo: th(1640625.000000001)=-38.109134919941425; dx=-2.146092066200479E-6 evalInputDelta=-0.7442618003115058 Armijo: th(820312.5000000005)=-38.85089677013457; dx=-2.8060588173231495E-6 evalInputDelta=-0.0024999501183629036 New Minimum: -38.85339672025293 > -38.940645629540086 WOLFE (weak): th(273437.5000000002)=-38.940645629540086; dx=-3.3255770217827448E-6 evalInputDelta=0.08724890928715467 END: th(546875.0000000003)=-38.93880701623857; dx=-3.0489891210936367E-6 evalInputDelta=0.0854102959856391 Fitness changed from -38.85339672025293 to -38.940645629540086 Iteration 18 complete. Error: -38.940645629540086 Total: 38.4874; Orientation: 0.3366; Line Search: 31.6287 Adding measurement d28c214 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.677e+04, gradient 1.840e-03, dot -0.962; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.794895105063915, -38.83194273523986, -38.85339672025293, -38.940645629540086 LBFGS Accumulation History: 3 points Removed measurement 46b6701e to history. Total: 4 th(0)=-38.940645629540086;dx=-3.3872012900810875E-6 Armijo: th(1178206.4711111872)=-38.731001685373485; dx=-2.4207915785314318E-6 evalInputDelta=-0.2096439441666007 New Minimum: -38.940645629540086 > -39.01097304560244 END: th(589103.2355555936)=-39.01097304560244; dx=-2.8422140143391138E-6 evalInputDelta=0.07032741606235504 Fitness changed from -38.940645629540086 to -39.01097304560244 Iteration 19 complete. Error: -39.01097304560244 Total: 25.7611; Orientation: 0.3371; Line Search: 18.8971 Adding measurement 76af34b5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.371e+04, gradient 1.797e-03, dot -0.929; [8c2e3301-4060-4f4c-b72a-1477bdba412e = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.83194273523986, -38.85339672025293, -38.940645629540086, -39.01097304560244 LBFGS Accumulation History: 3 points Removed measurement 15c16f19 to history. Total: 4 th(0)=-39.01097304560244;dx=-3.2303617027735327E-6 Armijo: th(1269184.4466909952)=-38.772266715765; dx=-2.2690845643245063E-6 evalInputDelta=-0.23870632983744144 New Minimum: -39.01097304560244 > -39.078089786693454 END: th(634592.2233454976)=-39.078089786693454; dx=-2.684602248680177E-6 evalInputDelta=0.06711674109101295 Fitness changed from -39.01097304560244 to -39.078089786693454 Iteration 20 complete. Error: -39.078089786693454 Total: 25.6215; Orientation: 0.3378; Line Search: 19.1399 Iteration 20 ![Iteration 20](etc/3f6245fe-955a-45cc-8e4c-a6cfb2baeb46.jpg) Final threshold in iteration 21: -39.078089786693454 (> -Infinity) after 585.096s (< 3600.000s)