Reset training subject: 916462140575400 Reset training subject: 916462765325900 Adding measurement a16e163 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=2.5761242657899857;dx=-6.659002503551421E-6 New Minimum: 2.5761242657899857 > 2.5761141180992126 WOLFE (weak): th(2.154434690031884)=2.5761141180992126; dx=-6.6590633498041445E-6 evalInputDelta=1.0147690773010254E-5 New Minimum: 2.5761141180992126 > 2.5761035084724426 WOLFE (weak): th(4.308869380063768)=2.5761035084724426; dx=-6.659263022988834E-6 evalInputDelta=2.0757317543029785E-5 New Minimum: 2.5761035084724426 > 2.5760624706745148 WOLFE (weak): th(12.926608140191302)=2.5760624706745148; dx=-6.660315417034905E-6 evalInputDelta=6.179511547088623E-5 New Minimum: 2.5760624706745148 > 2.575876146554947 WOLFE (weak): th(51.70643256076521)=2.575876146554947; dx=-6.659971284207196E-6 evalInputDelta=2.481192350387573E-4 New Minimum: 2.575876146554947 > 2.5748808681964874 WOLFE (weak): th(258.53216280382605)=2.5748808681964874; dx=-6.692540402749792E-6 evalInputDelta=0.00124339759349823 New Minimum: 2.5748808681964874 > 2.568627044558525 WOLFE (weak): th(1551.1929768229563)=2.568627044558525; dx=-6.678191634453576E-6 evalInputDelta=0.007497221231460571 New Minimum: 2.568627044558525 > 2.523534342646599 WOLFE (weak): th(10858.350837760694)=2.523534342646599; dx=-6.243818097010745E-6 evalInputDelta=0.05258992314338684 New Minimum: 2.523534342646599 > 2.256653815507889 END: th(86866.80670208555)=2.256653815507889; dx=-2.967528880812849E-6 evalInputDelta=0.31947045028209686 Fitness changed from 2.5761242657899857 to 2.256653815507889 Iteration 1 complete. Error: 2.256653815507889 Total: 7.0508; Orientation: 0.0035; Line Search: 5.3667 Iteration 1 ![Iteration 1](etc/e59b818b-e632-4070-9ab6-a194fdb6749c.jpg) Adding measurement 49d5e998 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=2.256653815507889;dx=-5.945748962538831E-6 New Minimum: 2.256653815507889 > 1.848423570394516 END: th(187148.86177126726)=1.848423570394516; dx=-1.4028344559084815E-6 evalInputDelta=0.4082302451133728 Fitness changed from 2.256653815507889 to 1.848423570394516 Iteration 2 complete. Error: 1.848423570394516 Total: 1.7799; Orientation: 0.0037; Line Search: 1.1841 Iteration 2 ![Iteration 2](etc/522efa57-4f4c-45b9-9118-79455c525256.jpg) Adding measurement 26aee221 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=1.848423570394516;dx=-3.027641342663207E-6 New Minimum: 1.848423570394516 > 1.5179272294044495 END: th(403200.00000000006)=1.5179272294044495; dx=-5.157461005438839E-7 evalInputDelta=0.33049634099006653 Fitness changed from 1.848423570394516 to 1.5179272294044495 Iteration 3 complete. Error: 1.5179272294044495 Total: 2.2641; Orientation: 0.0035; Line Search: 1.6705 Iteration 3 ![Iteration 3](etc/bc5f008d-3d9c-4498-b1e2-e5e300f4e50a.jpg) Adding measurement 5640ad64 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.405e+02, gradient 1.229e-03, dot -0.813; [68965d52-3389-4141-bd8b-16b8d7250c0e = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.5761242657899857, 2.256653815507889, 1.848423570394516, 1.5179272294044495 LBFGS Accumulation History: 3 points Removed measurement a16e163 to history. Total: 4 th(0)=1.5179272294044495;dx=-1.5109613806419789E-6 New Minimum: 1.5179272294044495 > 1.2404954880475998 END: th(868668.0670208557)=1.2404954880475998; dx=-1.6832617857774985E-7 evalInputDelta=0.27743174135684967 Fitness changed from 1.5179272294044495 to 1.2404954880475998 Iteration 4 complete. Error: 1.2404954880475998 Total: 1.9288; Orientation: 0.1073; Line Search: 1.2189 Iteration 4 ![Iteration 4](etc/97799706-4728-47b0-8019-02a4317bd49c.jpg) Adding measurement 6621ac64 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.449e+02, gradient 8.930e-04, dot -0.796; [68965d52-3389-4141-bd8b-16b8d7250c0e = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.256653815507889, 1.848423570394516, 1.5179272294044495, 1.2404954880475998 LBFGS Accumulation History: 3 points Removed measurement 49d5e998 to history. Total: 4 th(0)=1.2404954880475998;dx=-7.974312560789888E-7 New Minimum: 1.2404954880475998 > 0.9582808613777161 END: th(1871488.617712673)=0.9582808613777161; dx=-6.04283188006593E-8 evalInputDelta=0.28221462666988373 Fitness changed from 1.2404954880475998 to 0.9582808613777161 Iteration 5 complete. Error: 0.9582808613777161 Total: 1.8935; Orientation: 0.1054; Line Search: 1.1900 Iteration 5 ![Iteration 5](etc/309c0887-c154-4249-a324-56e752557641.jpg) Adding measurement 7924fdd2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.224e+03, gradient 6.654e-04, dot -0.788; [68965d52-3389-4141-bd8b-16b8d7250c0e = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.848423570394516, 1.5179272294044495, 1.2404954880475998, 0.9582808613777161 LBFGS Accumulation History: 3 points Removed measurement 26aee221 to history. Total: 4 th(0)=0.9582808613777161;dx=-4.427108043892873E-7 New Minimum: 0.9582808613777161 > 0.7135464549064636 END: th(4032000.0000000014)=0.7135464549064636; dx=-8.315673172751345E-9 evalInputDelta=0.24473440647125244 Fitness changed from 0.9582808613777161 to 0.7135464549064636 Iteration 6 complete. Error: 0.7135464549064636 Total: 1.9114; Orientation: 0.1064; Line Search: 1.2017 Adding measurement 4263c087 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.685e+03, gradient 4.931e-04, dot -0.798; [68965d52-3389-4141-bd8b-16b8d7250c0e = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.5179272294044495, 1.2404954880475998, 0.9582808613777161, 0.7135464549064636 LBFGS Accumulation History: 3 points Removed measurement 5640ad64 to history. Total: 4 th(0)=0.7135464549064636;dx=-2.4316467379570833E-7 New Minimum: 0.7135464549064636 > 0.6252884268760681 WOLF (strong): th(8686680.670208558)=0.6252884268760681; dx=2.173586340744066E-8 evalInputDelta=0.08825802803039551 New Minimum: 0.6252884268760681 > 0.4732011556625366 END: th(4343340.335104279)=0.4732011556625366; dx=-1.3900938354315076E-8 evalInputDelta=0.240345299243927 Fitness changed from 0.7135464549064636 to 0.4732011556625366 Iteration 7 complete. Error: 0.4732011556625366 Total: 2.5089; Orientation: 0.1078; Line Search: 1.8135 Adding measurement 36104516 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.395e+03, gradient 3.282e-04, dot -0.822; [68965d52-3389-4141-bd8b-16b8d7250c0e = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2404954880475998, 0.9582808613777161, 0.7135464549064636, 0.4732011556625366 LBFGS Accumulation History: 3 points Removed measurement 6621ac64 to history. Total: 4 th(0)=0.4732011556625366;dx=-1.0770090872504837E-7 New Minimum: 0.4732011556625366 > 0.44423097372055054 WOLF (strong): th(9357443.088563366)=0.44423097372055054; dx=1.860517824408057E-8 evalInputDelta=0.028970181941986084 New Minimum: 0.44423097372055054 > 0.3397292494773865 END: th(4678721.544281683)=0.3397292494773865; dx=-4.7258325942899474E-9 evalInputDelta=0.13347190618515015 Fitness changed from 0.4732011556625366 to 0.3397292494773865 Iteration 8 complete. Error: 0.3397292494773865 Total: 2.3644; Orientation: 0.1052; Line Search: 1.6678 Adding measurement 19ef98d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.234e+03, gradient 3.153e-04, dot -0.703; [68965d52-3389-4141-bd8b-16b8d7250c0e = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9582808613777161, 0.7135464549064636, 0.4732011556625366, 0.3397292494773865 LBFGS Accumulation History: 3 points Removed measurement 7924fdd2 to history. Total: 4 th(0)=0.3397292494773865;dx=-9.942733961480909E-8 Armijo: th(1.0080000000000004E7)=0.37519922852516174; dx=2.765893133176939E-8 evalInputDelta=-0.03546997904777527 New Minimum: 0.3397292494773865 > 0.27162718772888184 WOLF (strong): th(5040000.000000002)=0.27162718772888184; dx=2.087667921903478E-8 evalInputDelta=0.06810206174850464 New Minimum: 0.27162718772888184 > 0.2572099566459656 END: th(1680000.0000000007)=0.2572099566459656; dx=-2.7484450810294297E-8 evalInputDelta=0.0825192928314209 Fitness changed from 0.3397292494773865 to 0.2572099566459656 Iteration 9 complete. Error: 0.2572099566459656 Total: 3.0682; Orientation: 0.1076; Line Search: 2.3782 Adding measurement 3b8371f7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.605e+02, gradient 2.047e-04, dot -0.822; [68965d52-3389-4141-bd8b-16b8d7250c0e = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7135464549064636, 0.4732011556625366, 0.3397292494773865, 0.2572099566459656 LBFGS Accumulation History: 3 points Removed measurement 4263c087 to history. Total: 4 th(0)=0.2572099566459656;dx=-4.188547308486312E-8 New Minimum: 0.2572099566459656 > 0.19301655888557434 END: th(3619450.279253566)=0.19301655888557434; dx=-9.706120114426824E-9 evalInputDelta=0.06419339776039124 Fitness changed from 0.2572099566459656 to 0.19301655888557434 Iteration 10 complete. Error: 0.19301655888557434 Total: 2.4939; Orientation: 0.1084; Line Search: 1.7930 Iteration 10 ![Iteration 10](etc/d498892e-a1d7-4e07-af7b-0d8d43efb1f4.jpg) Adding measurement 1490a44b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.121e+03, gradient 2.273e-04, dot -0.636; [68965d52-3389-4141-bd8b-16b8d7250c0e = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.4732011556625366, 0.3397292494773865, 0.2572099566459656, 0.19301655888557434 LBFGS Accumulation History: 3 points Removed measurement 36104516 to history. Total: 4 th(0)=0.19301655888557434;dx=-5.167511084732954E-8 New Minimum: 0.19301655888557434 > 0.1926051378250122 WOLF (strong): th(7797869.2404694725)=0.1926051378250122; dx=1.1495416761687489E-8 evalInputDelta=4.114210605621338E-4 New Minimum: 0.1926051378250122 > 0.16014200448989868 WOLF (strong): th(3898934.6202347362)=0.16014200448989868; dx=1.024665448372158E-8 evalInputDelta=0.03287455439567566 New Minimum: 0.16014200448989868 > 0.15906846523284912 END: th(1299644.8734115788)=0.15906846523284912; dx=-1.9512377031195433E-8 evalInputDelta=0.03394809365272522 Fitness changed from 0.19301655888557434 to 0.15906846523284912 Iteration 11 complete. Error: 0.15906846523284912 Total: 3.1407; Orientation: 0.1073; Line Search: 2.4412 Adding measurement 5ea0db7d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.054e+03, gradient 1.535e-04, dot -0.848; [68965d52-3389-4141-bd8b-16b8d7250c0e = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.3397292494773865, 0.2572099566459656, 0.19301655888557434, 0.15906846523284912 LBFGS Accumulation History: 3 points Removed measurement 19ef98d to history. Total: 4 th(0)=0.15906846523284912;dx=-2.3571231624655244E-8 New Minimum: 0.15906846523284912 > 0.12285080552101135 END: th(2800000.000000002)=0.12285080552101135; dx=-1.4656211291452867E-8 evalInputDelta=0.03621765971183777 Fitness changed from 0.15906846523284912 to 0.12285080552101135 Iteration 12 complete. Error: 0.12285080552101135 Total: 1.8693; Orientation: 0.1050; Line Search: 1.1747 Adding measurement 32cd7efb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.841e+03, gradient 1.538e-04, dot -0.807; [68965d52-3389-4141-bd8b-16b8d7250c0e = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2572099566459656, 0.19301655888557434, 0.15906846523284912, 0.12285080552101135 LBFGS Accumulation History: 3 points Removed measurement 3b8371f7 to history. Total: 4 th(0)=0.12285080552101135;dx=-2.3649448728415508E-8 New Minimum: 0.12285080552101135 > 0.09663298726081848 WOLF (strong): th(6032417.132089279)=0.09663298726081848; dx=1.1211780238602738E-9 evalInputDelta=0.02621781826019287 New Minimum: 0.09663298726081848 > 0.09363415837287903 END: th(3016208.5660446393)=0.09363415837287903; dx=-6.654197223507025E-9 evalInputDelta=0.029216647148132324 Fitness changed from 0.12285080552101135 to 0.09363415837287903 Iteration 13 complete. Error: 0.09363415837287903 Total: 2.4502; Orientation: 0.1065; Line Search: 1.7686 Adding measurement 92cb796 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.484e+03, gradient 1.717e-04, dot -0.653; [68965d52-3389-4141-bd8b-16b8d7250c0e = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.19301655888557434, 0.15906846523284912, 0.12285080552101135, 0.09363415837287903 LBFGS Accumulation History: 3 points Removed measurement 1490a44b to history. Total: 4 th(0)=0.09363415837287903;dx=-2.9470885035798877E-8 Armijo: th(6498224.367057895)=0.13947051763534546; dx=1.8192309778701225E-8 evalInputDelta=-0.04583635926246643 New Minimum: 0.09363415837287903 > 0.08190885186195374 WOLF (strong): th(3249112.1835289476)=0.08190885186195374; dx=8.339270805825724E-9 evalInputDelta=0.011725306510925293 New Minimum: 0.08190885186195374 > 0.07676202058792114 END: th(1083037.3945096491)=0.07676202058792114; dx=-1.2815496329519373E-8 evalInputDelta=0.016872137784957886 Fitness changed from 0.09363415837287903 to 0.07676202058792114 Iteration 14 complete. Error: 0.07676202058792114 Total: 2.9336; Orientation: 0.1050; Line Search: 2.2415 Adding measurement 1342bfef to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.347e+03, gradient 1.279e-04, dot -0.822; [68965d52-3389-4141-bd8b-16b8d7250c0e = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.15906846523284912, 0.12285080552101135, 0.09363415837287903, 0.07676202058792114 LBFGS Accumulation History: 3 points Removed measurement 5ea0db7d to history. Total: 4 th(0)=0.07676202058792114;dx=-1.6353773327804235E-8 New Minimum: 0.07676202058792114 > 0.05639570951461792 END: th(2333333.333333335)=0.05639570951461792; dx=-1.0387708968592576E-8 evalInputDelta=0.020366311073303223 Fitness changed from 0.07676202058792114 to 0.05639570951461792 Iteration 15 complete. Error: 0.05639570951461792 Total: 1.8834; Orientation: 0.1089; Line Search: 1.1915 Iteration 15 ![Iteration 15](etc/c18f70c9-3d64-4104-95ae-49af6738758b.jpg) Final threshold in iteration 16: 0.05639570951461792 (> -Infinity) after 39.549s (< 1800.000s)