Reset training subject: 3019432585537 Reset training subject: 3054027040411 Adding measurement 56b81ad3 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=4.532928913831711;dx=-2.2178476999143616E-7 New Minimum: 4.532928913831711 > 4.532928138971329 WOLFE (weak): th(2.154434690031884)=4.532928138971329; dx=-2.0581601446491054E-7 evalInputDelta=7.748603820800781E-7 New Minimum: 4.532928138971329 > 4.532927006483078 WOLFE (weak): th(4.308869380063768)=4.532927006483078; dx=-2.2309430191437864E-7 evalInputDelta=1.9073486328125E-6 New Minimum: 4.532927006483078 > 4.532922238111496 WOLFE (weak): th(12.926608140191302)=4.532922238111496; dx=-2.0176234169263641E-7 evalInputDelta=6.67572021484375E-6 New Minimum: 4.532922238111496 > 4.532903343439102 WOLFE (weak): th(51.70643256076521)=4.532903343439102; dx=-2.20847243573059E-7 evalInputDelta=2.5570392608642578E-5 New Minimum: 4.532903343439102 > 4.5328017473220825 WOLFE (weak): th(258.53216280382605)=4.5328017473220825; dx=-2.0916251144545506E-7 evalInputDelta=1.271665096282959E-4 New Minimum: 4.5328017473220825 > 4.5321658700704575 WOLFE (weak): th(1551.1929768229563)=4.5321658700704575; dx=-2.1853336544707218E-7 evalInputDelta=7.630437612533569E-4 New Minimum: 4.5321658700704575 > 4.527596026659012 WOLFE (weak): th(10858.350837760694)=4.527596026659012; dx=-2.2124473461719647E-7 evalInputDelta=0.005332887172698975 New Minimum: 4.527596026659012 > 4.490417718887329 WOLFE (weak): th(86866.80670208555)=4.490417718887329; dx=-2.2009969805535824E-7 evalInputDelta=0.042511194944381714 New Minimum: 4.490417718887329 > 4.168483927845955 END: th(781801.26031877)=4.168483927845955; dx=-1.9552946425740904E-7 evalInputDelta=0.3644449859857559 Fitness changed from 4.532928913831711 to 4.168483927845955 Iteration 1 complete. Error: 4.168483927845955 Total: 456.4430; Orientation: 0.0248; Line Search: 352.1950 Iteration 1 ![Iteration 1](etc/4a55fe05-da7b-4728-8194-6e37c744a4c7.jpg) Adding measurement 3da02b60 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=4.168483927845955;dx=-2.0479220830806645E-7 New Minimum: 4.168483927845955 > 3.5413201302289963 END: th(1684339.7559414052)=3.5413201302289963; dx=-1.5721841958256177E-7 evalInputDelta=0.6271637976169586 Fitness changed from 4.168483927845955 to 3.5413201302289963 Iteration 2 complete. Error: 3.5413201302289963 Total: 103.5804; Orientation: 0.0244; Line Search: 69.1182 Iteration 2 ![Iteration 2](etc/d74286cf-fa5d-4194-8b09-40b4ed6fc2e0.jpg) Adding measurement 75451149 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=3.5413201302289963;dx=-1.6691727477005414E-7 New Minimum: 3.5413201302289963 > 2.9370977580547333 END: th(3628800.0)=2.9370977580547333; dx=-7.817006700788594E-8 evalInputDelta=0.604222372174263 Fitness changed from 3.5413201302289963 to 2.9370977580547333 Iteration 3 complete. Error: 2.9370977580547333 Total: 104.5465; Orientation: 0.0256; Line Search: 70.0725 Iteration 3 ![Iteration 3](etc/9d058f58-55a9-44f4-bcfb-c13df048b8c3.jpg) Adding measurement 3d91d214 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.314e+04, gradient 3.926e-04, dot -0.404; [eef3e0f5-3fe0-4db4-9c92-1a7cf6437498 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.9370977580547333, 3.5413201302289963, 4.168483927845955, 4.532928913831711 LBFGS Accumulation History: 3 points Removed measurement 3d91d214 to history. Total: 3 th(0)=2.9370977580547333;dx=-1.3917902782695908E-7 New Minimum: 2.9370977580547333 > 2.737479716539383 END: th(7818012.6031877)=2.737479716539383; dx=-3.030645519624462E-8 evalInputDelta=0.19961804151535034 Fitness changed from 2.9370977580547333 to 2.737479716539383 Iteration 4 complete. Error: 2.737479716539383 Total: 105.4951; Orientation: 0.6587; Line Search: 69.4634 Iteration 4 ![Iteration 4](etc/4a03a036-ac55-4166-b33a-44982366ccf5.jpg) Adding measurement 22fabc75 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.332e+04, gradient 3.630e-04, dot -0.208; [eef3e0f5-3fe0-4db4-9c92-1a7cf6437498 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.737479716539383, 3.5413201302289963, 4.168483927845955, 4.532928913831711 LBFGS Accumulation History: 3 points Removed measurement 22fabc75 to history. Total: 3 th(0)=2.737479716539383;dx=-1.3604231434293288E-7 Armijo: th(1.684339755941405E7)=3.7213642299175262; dx=9.602963923148944E-9 evalInputDelta=-0.9838845133781433 New Minimum: 2.737479716539383 > 2.402106761932373 END: th(8421698.779707026)=2.402106761932373; dx=-2.0493137758758175E-8 evalInputDelta=0.3353729546070099 Fitness changed from 2.737479716539383 to 2.402106761932373 Iteration 5 complete. Error: 2.402106761932373 Total: 142.2581; Orientation: 0.6406; Line Search: 105.3049 Iteration 5 ![Iteration 5](etc/1589de9a-5256-495d-8285-fd200f3a906b.jpg) Adding measurement 7a6699e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.014e+03, gradient 3.799e-04, dot -0.140; [eef3e0f5-3fe0-4db4-9c92-1a7cf6437498 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.402106761932373, 3.5413201302289963, 4.168483927845955, 4.532928913831711 LBFGS Accumulation History: 3 points Removed measurement 7a6699e to history. Total: 3 th(0)=2.402106761932373;dx=-1.257651301920677E-7 Armijo: th(1.8144E7)=4.023727834224701; dx=1.8606223444436384E-8 evalInputDelta=-1.6216210722923279 New Minimum: 2.402106761932373 > 2.1952246874570847 END: th(9072000.0)=2.1952246874570847; dx=-1.1225322929666593E-8 evalInputDelta=0.2068820744752884 Fitness changed from 2.402106761932373 to 2.1952246874570847 Iteration 6 complete. Error: 2.1952246874570847 Total: 138.9690; Orientation: 0.6390; Line Search: 103.7048 Adding measurement 34818a98 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.035e+03, gradient 3.290e-04, dot -0.140; [eef3e0f5-3fe0-4db4-9c92-1a7cf6437498 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.1952246874570847, 3.5413201302289963, 4.168483927845955, 4.532928913831711 LBFGS Accumulation History: 3 points Removed measurement 34818a98 to history. Total: 3 th(0)=2.1952246874570847;dx=-1.0731823344482903E-7 Armijo: th(1.954503150796925E7)=3.597657412290573; dx=1.6085436146652973E-8 evalInputDelta=-1.4024327248334885 New Minimum: 2.1952246874570847 > 1.8339366167783737 END: th(9772515.753984625)=1.8339366167783737; dx=-1.157584647249192E-8 evalInputDelta=0.36128807067871094 Fitness changed from 2.1952246874570847 to 1.8339366167783737 Iteration 7 complete. Error: 1.8339366167783737 Total: 139.4607; Orientation: 0.6313; Line Search: 104.2346 Adding measurement 78425d7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.184e+03, gradient 2.896e-04, dot -0.157; [eef3e0f5-3fe0-4db4-9c92-1a7cf6437498 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.8339366167783737, 3.5413201302289963, 4.168483927845955, 4.532928913831711 LBFGS Accumulation History: 3 points Removed measurement 78425d7 to history. Total: 3 th(0)=1.8339366167783737;dx=-8.68863900152141E-8 Armijo: th(2.1054246949267566E7)=3.7105030864477158; dx=1.3969464750419646E-8 evalInputDelta=-1.876566469669342 Armijo: th(1.0527123474633783E7)=1.8373322188854218; dx=-1.1535640527323994E-8 evalInputDelta=-0.0033956021070480347 New Minimum: 1.8339366167783737 > 1.4361620843410492 END: th(3509041.158211261)=1.4361620843410492; dx=-5.128716778523672E-8 evalInputDelta=0.3977745324373245 Fitness changed from 1.8339366167783737 to 1.4361620843410492 Iteration 8 complete. Error: 1.4361620843410492 Total: 175.9342; Orientation: 0.6322; Line Search: 140.4152 Adding measurement 3e9c000d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.110e+04, gradient 2.677e-04, dot -0.206; [eef3e0f5-3fe0-4db4-9c92-1a7cf6437498 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4361620843410492, 3.5413201302289963, 4.168483927845955, 4.532928913831711 LBFGS Accumulation History: 3 points Removed measurement 3e9c000d to history. Total: 3 th(0)=1.4361620843410492;dx=-6.964769760901791E-8 New Minimum: 1.4361620843410492 > 1.2334044724702835 END: th(7560000.000000001)=1.2334044724702835; dx=-2.6268871475586842E-8 evalInputDelta=0.20275761187076569 Fitness changed from 1.4361620843410492 to 1.2334044724702835 Iteration 9 complete. Error: 1.2334044724702835 Total: 106.4011; Orientation: 0.6370; Line Search: 70.4975 Adding measurement 5186349f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.356e+03, gradient 2.624e-04, dot -0.168; [eef3e0f5-3fe0-4db4-9c92-1a7cf6437498 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2334044724702835, 3.5413201302289963, 4.168483927845955, 4.532928913831711 LBFGS Accumulation History: 3 points Removed measurement 5186349f to history. Total: 3 th(0)=1.2334044724702835;dx=-6.483363967294519E-8 Armijo: th(1.6287526256641043E7)=2.0112677812576294; dx=-4.2777367914124344E-10 evalInputDelta=-0.7778633087873459 New Minimum: 1.2334044724702835 > 1.1394499391317368 END: th(8143763.128320522)=1.1394499391317368; dx=-1.8874207642204834E-8 evalInputDelta=0.09395453333854675 Fitness changed from 1.2334044724702835 to 1.1394499391317368 Iteration 10 complete. Error: 1.1394499391317368 Total: 141.9200; Orientation: 0.7697; Line Search: 106.5011 Iteration 10 ![Iteration 10](etc/be41f88e-7e81-4446-9951-65cbc88952f8.jpg) Final threshold in iteration 11: 1.1394499391317368 (> -Infinity) after 1615.366s (< 1800.000s)