Reset training subject: 2108744116271 Reset training subject: 2113170988738 Adding measurement 24e40503 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=3.703453704714775;dx=-3.539181655180652E-7 New Minimum: 3.703453704714775 > 3.703452557325363 WOLFE (weak): th(2.154434690031884)=3.703452557325363; dx=-3.5410415751913307E-7 evalInputDelta=1.1473894119262695E-6 New Minimum: 3.703452557325363 > 3.703451305627823 WOLFE (weak): th(4.308869380063768)=3.703451305627823; dx=-3.5408724320778837E-7 evalInputDelta=2.3990869522094727E-6 New Minimum: 3.703451305627823 > 3.703446701169014 WOLFE (weak): th(12.926608140191302)=3.703446701169014; dx=-3.541126582703071E-7 evalInputDelta=7.0035457611083984E-6 New Minimum: 3.703446701169014 > 3.7034257650375366 WOLFE (weak): th(51.70643256076521)=3.7034257650375366; dx=-3.5403753594368694E-7 evalInputDelta=2.7939677238464355E-5 New Minimum: 3.7034257650375366 > 3.7033144682645798 WOLFE (weak): th(258.53216280382605)=3.7033144682645798; dx=-3.5410838812531997E-7 evalInputDelta=1.392364501953125E-4 New Minimum: 3.7033144682645798 > 3.702618896961212 WOLFE (weak): th(1551.1929768229563)=3.702618896961212; dx=-3.539734270465513E-7 evalInputDelta=8.348077535629272E-4 New Minimum: 3.702618896961212 > 3.6976112127304077 WOLFE (weak): th(10858.350837760694)=3.6976112127304077; dx=-3.539578480029503E-7 evalInputDelta=0.005842491984367371 New Minimum: 3.6976112127304077 > 3.65678533911705 WOLFE (weak): th(86866.80670208555)=3.65678533911705; dx=-3.5290502838995E-7 evalInputDelta=0.046668365597724915 New Minimum: 3.65678533911705 > 3.2912182360887527 WOLFE (weak): th(781801.26031877)=3.2912182360887527; dx=-3.3955718902009345E-7 evalInputDelta=0.41223546862602234 New Minimum: 3.2912182360887527 > 1.377082496881485 END: th(7818012.6031877)=1.377082496881485; dx=-3.8969890716367893E-8 evalInputDelta=2.32637120783329 Fitness changed from 3.703453704714775 to 1.377082496881485 Iteration 1 complete. Error: 1.377082496881485 Total: 67.5902; Orientation: 0.0311; Line Search: 52.6012 Iteration 1 ![Iteration 1](etc/ff3a8e01-c60f-4191-a6d7-826812f9ac83.jpg) Adding measurement 5c1af776 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=1.377082496881485;dx=-3.6559114291248826E-7 Armijo: th(1.684339755941405E7)=4.885681688785553; dx=6.853251271341236E-7 evalInputDelta=-3.508599191904068 New Minimum: 1.377082496881485 > 0.3088125139474869 WOLF (strong): th(8421698.779707026)=0.3088125139474869; dx=7.509910526623204E-9 evalInputDelta=1.068269982933998 END: th(2807232.9265690087)=0.4553067833185196; dx=-9.506581321753351E-8 evalInputDelta=0.9217757135629654 Fitness changed from 1.377082496881485 to 0.3088125139474869 Iteration 2 complete. Error: 0.3088125139474869 Total: 23.0115; Orientation: 0.0297; Line Search: 18.7935 Iteration 2 ![Iteration 2](etc/e421da5b-1694-4bb2-9dec-b5464ef0aaeb.jpg) Adding measurement 6fdad1fb to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=0.3088125139474869;dx=-2.5652230052255506E-7 New Minimum: 0.3088125139474869 > -0.43521077930927277 WOLF (strong): th(6048000.0)=-0.43521077930927277; dx=8.483620501607683E-8 evalInputDelta=0.7440232932567596 New Minimum: -0.43521077930927277 > -0.48651567101478577 END: th(3024000.0)=-0.48651567101478577; dx=-9.045210794528784E-8 evalInputDelta=0.7953281849622726 Fitness changed from 0.3088125139474869 to -0.48651567101478577 Iteration 3 complete. Error: -0.48651567101478577 Total: 18.7656; Orientation: 0.0304; Line Search: 14.1287 Iteration 3 ![Iteration 3](etc/0d3bc52e-4099-470f-85e7-dca979e4c878.jpg) Adding measurement 30481f9d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.257e+03, gradient 2.723e-04, dot -0.769; [d809a0fd-d660-424c-8c00-93c915f6dd63 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.48651567101478577, 0.3088125139474869, 1.377082496881485, 3.703453704714775 LBFGS Accumulation History: 3 points Removed measurement 30481f9d to history. Total: 3 th(0)=-0.48651567101478577;dx=-7.403423776445001E-8 New Minimum: -0.48651567101478577 > -0.9159883409738541 END: th(6515010.502656417)=-0.9159883409738541; dx=-2.6344314069094196E-8 evalInputDelta=0.4294726699590683 Fitness changed from -0.48651567101478577 to -0.9159883409738541 Iteration 4 complete. Error: -0.9159883409738541 Total: 14.5796; Orientation: 0.4929; Line Search: 9.5005 Iteration 4 ![Iteration 4](etc/08f1dcc7-44c6-4b2e-89e2-b110ae954886.jpg) Adding measurement 4a2d6e3c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.144e+03, gradient 2.119e-04, dot -0.618; [d809a0fd-d660-424c-8c00-93c915f6dd63 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.9159883409738541, 0.3088125139474869, 1.377082496881485, 3.703453704714775 LBFGS Accumulation History: 3 points Removed measurement 4a2d6e3c to history. Total: 3 th(0)=-0.9159883409738541;dx=-4.484530549802096E-8 New Minimum: -0.9159883409738541 > -1.109691895544529 END: th(1.4036164632845046E7)=-1.109691895544529; dx=-6.303713554346048E-9 evalInputDelta=0.1937035545706749 Fitness changed from -0.9159883409738541 to -1.109691895544529 Iteration 5 complete. Error: -1.109691895544529 Total: 14.9632; Orientation: 0.4907; Line Search: 9.7819 Iteration 5 ![Iteration 5](etc/6f180cf6-d8fa-4d95-9750-69826d91c78c.jpg) Adding measurement 2919f1f0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.276e+03, gradient 2.387e-04, dot -0.521; [d809a0fd-d660-424c-8c00-93c915f6dd63 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.109691895544529, 0.3088125139474869, 1.377082496881485, 3.703453704714775 LBFGS Accumulation History: 3 points Removed measurement 2919f1f0 to history. Total: 3 th(0)=-1.109691895544529;dx=-5.689268239752282E-8 Armijo: th(3.0240000000000007E7)=6.739583671092987; dx=3.503987950721987E-7 evalInputDelta=-7.849275566637516 Armijo: th(1.5120000000000004E7)=0.09302593767642975; dx=1.61956910724455E-7 evalInputDelta=-1.2027178332209587 New Minimum: -1.109691895544529 > -1.3344880416989326 WOLF (strong): th(5040000.000000001)=-1.3344880416989326; dx=3.050250935172467E-9 evalInputDelta=0.2247961461544037 END: th(1260000.0000000002)=-1.2103537246584892; dx=-4.5634599728954436E-8 evalInputDelta=0.10066182911396027 Fitness changed from -1.109691895544529 to -1.3344880416989326 Iteration 6 complete. Error: -1.3344880416989326 Total: 27.8402; Orientation: 0.4827; Line Search: 22.9669 Adding measurement 1aa5bfb1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.504e+03, gradient 1.463e-04, dot -0.543; [d809a0fd-d660-424c-8c00-93c915f6dd63 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.3344880416989326, 0.3088125139474869, 1.377082496881485, 3.703453704714775 LBFGS Accumulation History: 3 points Removed measurement 1aa5bfb1 to history. Total: 3 th(0)=-1.3344880416989326;dx=-2.133114601140882E-8 New Minimum: -1.3344880416989326 > -1.3915883749723434 END: th(2714587.709440174)=-1.3915883749723434; dx=-7.568194425564246E-9 evalInputDelta=0.0571003332734108 Fitness changed from -1.3344880416989326 to -1.3915883749723434 Iteration 7 complete. Error: -1.3915883749723434 Total: 14.2083; Orientation: 0.4980; Line Search: 9.0281 Adding measurement 707e0189 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.218e+03, gradient 9.674e-05, dot -0.663; [d809a0fd-d660-424c-8c00-93c915f6dd63 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.3915883749723434, 0.3088125139474869, 1.377082496881485, 3.703453704714775 LBFGS Accumulation History: 3 points Removed measurement 707e0189 to history. Total: 3 th(0)=-1.3915883749723434;dx=-9.321587313352222E-9 New Minimum: -1.3915883749723434 > -1.4475489556789398 END: th(5848401.930352103)=-1.4475489556789398; dx=-6.517064479353178E-9 evalInputDelta=0.055960580706596375 Fitness changed from -1.3915883749723434 to -1.4475489556789398 Iteration 8 complete. Error: -1.4475489556789398 Total: 15.2356; Orientation: 0.4916; Line Search: 10.3346 Adding measurement 4ae22e37 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.808e+03, gradient 8.884e-05, dot -0.626; [d809a0fd-d660-424c-8c00-93c915f6dd63 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.4475489556789398, 0.3088125139474869, 1.377082496881485, 3.703453704714775 LBFGS Accumulation History: 3 points Removed measurement 4ae22e37 to history. Total: 3 th(0)=-1.4475489556789398;dx=-7.875242641299512E-9 New Minimum: -1.4475489556789398 > -1.5121698155999184 END: th(1.2600000000000004E7)=-1.5121698155999184; dx=-1.4332971112415453E-9 evalInputDelta=0.06462085992097855 Fitness changed from -1.4475489556789398 to -1.5121698155999184 Iteration 9 complete. Error: -1.5121698155999184 Total: 13.5913; Orientation: 0.4977; Line Search: 8.8498 Adding measurement 70abb598 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.553e+03, gradient 1.477e-04, dot -0.509; [d809a0fd-d660-424c-8c00-93c915f6dd63 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.5121698155999184, 0.3088125139474869, 1.377082496881485, 3.703453704714775 LBFGS Accumulation History: 3 points Removed measurement 70abb598 to history. Total: 3 th(0)=-1.5121698155999184;dx=-2.1789511385824068E-8 Armijo: th(2.7145877094401743E7)=2.0080325603485107; dx=1.6838145668910775E-7 evalInputDelta=-3.520202375948429 Armijo: th(1.3572938547200872E7)=-0.8646030575037003; dx=7.953724572128685E-8 evalInputDelta=-0.6475667580962181 New Minimum: -1.5121698155999184 > -1.5408029854297638 WOLF (strong): th(4524312.849066957)=-1.5408029854297638; dx=8.961284444355492E-9 evalInputDelta=0.02863316982984543 New Minimum: -1.5408029854297638 > -1.5408470034599304 END: th(1131078.2122667392)=-1.5408470034599304; dx=-1.4170168480117638E-8 evalInputDelta=0.028677187860012054 Fitness changed from -1.5121698155999184 to -1.5408470034599304 Iteration 10 complete. Error: -1.5408470034599304 Total: 28.7179; Orientation: 0.4852; Line Search: 23.4774 Iteration 10 ![Iteration 10](etc/8e1d3879-415f-4d26-a8eb-781eec085b5e.jpg) Final threshold in iteration 11: -1.5408470034599304 (> -Infinity) after 238.667s (< 3600.000s)