Reset training subject: 1333158092023800 Reset training subject: 1333222822285200 Adding measurement 123c48d0 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.428457010537386;dx=-1.618209336939349E-5 New Minimum: 8.428457010537386 > 8.428444176912308 WOLFE (weak): th(2.154434690031884)=8.428444176912308; dx=-1.6109415529223065E-5 evalInputDelta=1.2833625078201294E-5 New Minimum: 8.428444176912308 > 8.428431414067745 WOLFE (weak): th(4.308869380063768)=8.428431414067745; dx=-1.6108598079759602E-5 evalInputDelta=2.559646964073181E-5 New Minimum: 8.428431414067745 > 8.428380947560072 WOLFE (weak): th(12.926608140191302)=8.428380947560072; dx=-1.6101608503566346E-5 evalInputDelta=7.606297731399536E-5 New Minimum: 8.428380947560072 > 8.428152900189161 WOLFE (weak): th(51.70643256076521)=8.428152900189161; dx=-1.6096689640866186E-5 evalInputDelta=3.041103482246399E-4 New Minimum: 8.428152900189161 > 8.426939327269793 WOLFE (weak): th(258.53216280382605)=8.426939327269793; dx=-1.6082565528518966E-5 evalInputDelta=0.0015176832675933838 New Minimum: 8.426939327269793 > 8.419373448938131 WOLFE (weak): th(1551.1929768229563)=8.419373448938131; dx=-1.590450970345921E-5 evalInputDelta=0.009083561599254608 New Minimum: 8.419373448938131 > 8.36607438698411 WOLFE (weak): th(10858.350837760694)=8.36607438698411; dx=-1.522753728503551E-5 evalInputDelta=0.06238262355327606 New Minimum: 8.36607438698411 > 8.035409377887845 END: th(86866.80670208555)=8.035409377887845; dx=-9.884534803727625E-6 evalInputDelta=0.3930476326495409 Fitness changed from 8.428457010537386 to 8.035409377887845 Iteration 1 complete. Error: 8.035409377887845 Total: 755.8064; Orientation: 0.0504; Line Search: 565.1283 Iteration 1 ![Iteration 1](etc/fd609cad-7389-4852-b8ab-de39c5ebe149.jpg) Adding measurement 305289b3 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=8.035409377887845;dx=-8.824380452574739E-6 New Minimum: 8.035409377887845 > 7.619755936786532 END: th(187148.86177126726)=7.619755936786532; dx=-4.5797662303737375E-6 evalInputDelta=0.41565344110131264 Fitness changed from 8.035409377887845 to 7.619755936786532 Iteration 2 complete. Error: 7.619755936786532 Total: 188.4848; Orientation: 0.0493; Line Search: 125.7185 Iteration 2 ![Iteration 2](etc/ab85fdff-4765-48ee-9467-2ac601ce700f.jpg) Adding measurement 4eb48298 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=7.619755936786532;dx=-4.639947788015621E-6 New Minimum: 7.619755936786532 > 7.197371557354927 END: th(403200.00000000006)=7.197371557354927; dx=-2.2747781891188487E-6 evalInputDelta=0.42238437943160534 Fitness changed from 7.619755936786532 to 7.197371557354927 Iteration 3 complete. Error: 7.197371557354927 Total: 187.3784; Orientation: 0.0502; Line Search: 124.8293 Iteration 3 ![Iteration 3](etc/7482125e-ff39-45c5-b7b6-32d439322832.jpg) Adding measurement cb1c58c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.169e+03, gradient 1.955e-03, dot -0.808; [a2c4e7af-3a5f-41e6-b94d-dac963f07700 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.428457010537386, 8.035409377887845, 7.619755936786532, 7.197371557354927 LBFGS Accumulation History: 3 points Removed measurement 123c48d0 to history. Total: 4 th(0)=7.197371557354927;dx=-3.8217300279104155E-6 New Minimum: 7.197371557354927 > 6.962986322119832 END: th(868668.0670208557)=6.962986322119832; dx=-4.5678341129418675E-7 evalInputDelta=0.23438523523509502 Fitness changed from 7.197371557354927 to 6.962986322119832 Iteration 4 complete. Error: 6.962986322119832 Total: 188.1003; Orientation: 1.4283; Line Search: 125.9655 Iteration 4 ![Iteration 4](etc/af46114c-d622-43bd-a509-d9e586a47974.jpg) Adding measurement 2ae5580 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.119e+03, gradient 2.888e-03, dot -0.523; [a2c4e7af-3a5f-41e6-b94d-dac963f07700 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.035409377887845, 7.619755936786532, 7.197371557354927, 6.962986322119832 LBFGS Accumulation History: 3 points Removed measurement 305289b3 to history. Total: 4 th(0)=6.962986322119832;dx=-8.338426398264193E-6 Armijo: th(1871488.617712673)=7.846862552687526; dx=7.484360416195215E-7 evalInputDelta=-0.8838762305676937 Armijo: th(935744.3088563365)=7.161556322127581; dx=1.2638418989453345E-6 evalInputDelta=-0.1985700000077486 New Minimum: 6.962986322119832 > 6.683300547301769 WOLF (strong): th(311914.76961877884)=6.683300547301769; dx=1.6025019220098687E-7 evalInputDelta=0.2796857748180628 END: th(77978.69240469471)=6.777539733797312; dx=-4.764493886432342E-6 evalInputDelta=0.18544658832252026 Fitness changed from 6.962986322119832 to 6.683300547301769 Iteration 5 complete. Error: 6.683300547301769 Total: 376.8332; Orientation: 1.4504; Line Search: 312.2697 Iteration 5 ![Iteration 5](etc/438fd56a-06d6-4ea7-b719-dddc060de1a5.jpg) Adding measurement 13f182b9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.300e+03, gradient 1.935e-03, dot -0.579; [a2c4e7af-3a5f-41e6-b94d-dac963f07700 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.619755936786532, 7.197371557354927, 6.962986322119832, 6.683300547301769 LBFGS Accumulation History: 3 points Removed measurement 4eb48298 to history. Total: 4 th(0)=6.683300547301769;dx=-3.74276142631464E-6 New Minimum: 6.683300547301769 > 6.530621066689491 END: th(168000.00000000006)=6.530621066689491; dx=-1.7818902435624819E-6 evalInputDelta=0.15267948061227798 Fitness changed from 6.683300547301769 to 6.530621066689491 Iteration 6 complete. Error: 6.530621066689491 Total: 188.4128; Orientation: 1.4385; Line Search: 124.5658 Adding measurement 69419d59 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.083e+03, gradient 1.364e-03, dot -0.827; [a2c4e7af-3a5f-41e6-b94d-dac963f07700 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.197371557354927, 6.962986322119832, 6.683300547301769, 6.530621066689491 LBFGS Accumulation History: 3 points Removed measurement cb1c58c to history. Total: 4 th(0)=6.530621066689491;dx=-1.8611233379973708E-6 New Minimum: 6.530621066689491 > 6.368644623085856 END: th(361945.0279253566)=6.368644623085856; dx=-1.2157761016237092E-6 evalInputDelta=0.16197644360363483 Fitness changed from 6.530621066689491 to 6.368644623085856 Iteration 7 complete. Error: 6.368644623085856 Total: 185.5129; Orientation: 1.4424; Line Search: 124.2983 Adding measurement 7c8b37a8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.210e+03, gradient 1.297e-03, dot -0.856; [a2c4e7af-3a5f-41e6-b94d-dac963f07700 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.962986322119832, 6.683300547301769, 6.530621066689491, 6.368644623085856 LBFGS Accumulation History: 3 points Removed measurement 2ae5580 to history. Total: 4 th(0)=6.368644623085856;dx=-1.6818819714346834E-6 New Minimum: 6.368644623085856 > 6.188456611707807 END: th(779786.9240469472)=6.188456611707807; dx=-5.854702757015675E-7 evalInputDelta=0.18018801137804985 Fitness changed from 6.368644623085856 to 6.188456611707807 Iteration 8 complete. Error: 6.188456611707807 Total: 189.5885; Orientation: 1.4329; Line Search: 126.6329 Adding measurement 59a3eaf7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.309e+03, gradient 1.677e-03, dot -0.588; [a2c4e7af-3a5f-41e6-b94d-dac963f07700 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.683300547301769, 6.530621066689491, 6.368644623085856, 6.188456611707807 LBFGS Accumulation History: 3 points Removed measurement 13f182b9 to history. Total: 4 th(0)=6.188456611707807;dx=-2.8122380790814495E-6 Armijo: th(1680000.0000000007)=6.558651469647884; dx=4.7175184717172693E-7 evalInputDelta=-0.3701948579400778 Armijo: th(840000.0000000003)=6.228581817820668; dx=7.246154407327617E-7 evalInputDelta=-0.04012520611286163 New Minimum: 6.188456611707807 > 6.064568031579256 END: th(280000.0000000001)=6.064568031579256; dx=-2.8823161597174173E-7 evalInputDelta=0.12388858012855053 Fitness changed from 6.188456611707807 to 6.064568031579256 Iteration 9 complete. Error: 6.064568031579256 Total: 320.0619; Orientation: 1.4483; Line Search: 254.7605 Adding measurement 3ffa0f38 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.613e+03, gradient 2.164e-03, dot -0.439; [a2c4e7af-3a5f-41e6-b94d-dac963f07700 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.530621066689491, 6.368644623085856, 6.188456611707807, 6.064568031579256 LBFGS Accumulation History: 3 points Removed measurement 69419d59 to history. Total: 4 th(0)=6.064568031579256;dx=-4.681293822913451E-6 Armijo: th(603241.7132089278)=6.067619446665049; dx=1.8884317858244866E-7 evalInputDelta=-0.0030514150857925415 New Minimum: 6.064568031579256 > 6.019802188500762 WOLF (strong): th(301620.8566044639)=6.019802188500762; dx=3.749990134938947E-6 evalInputDelta=0.04476584307849407 END: th(100540.28553482129)=6.021770138293505; dx=-9.005573326903348E-7 evalInputDelta=0.04279789328575134 Fitness changed from 6.064568031579256 to 6.019802188500762 Iteration 10 complete. Error: 6.019802188500762 Total: 317.3533; Orientation: 1.4393; Line Search: 252.0371 Iteration 10 ![Iteration 10](etc/2bdb9040-292f-4dc9-98db-c9f1ce5a3b9e.jpg) Adding measurement 6e8aea7e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.432e+03, gradient 3.522e-01, dot -0.006; [a2c4e7af-3a5f-41e6-b94d-dac963f07700 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.368644623085856, 6.188456611707807, 6.064568031579256, 6.019802188500762 LBFGS Accumulation History: 3 points Removed measurement 7c8b37a8 to history. Total: 4 th(0)=6.019802188500762;dx=-0.12403071708519904 Armijo: th(216607.4789019298)=6.924136597663164; dx=8.16308290224632E-6 evalInputDelta=-0.9043344091624022 Armijo: th(108303.7394509649)=6.643654547631741; dx=1.1280465853065293E-5 evalInputDelta=-0.6238523591309786 Armijo: th(36101.24648365497)=6.2353436797857285; dx=1.149534039352531E-5 evalInputDelta=-0.21554149128496647 Armijo: th(9025.311620913742)=6.055995494127274; dx=5.930461219718151E-6 evalInputDelta=-0.036193305626511574 Armijo: th(1805.0623241827484)=6.0310898795723915; dx=7.379149168841444E-6 evalInputDelta=-0.011287691071629524 Armijo: th(300.84372069712475)=6.020564459264278; dx=1.1844453552268197E-5 evalInputDelta=-7.622707635164261E-4 New Minimum: 6.019802188500762 > 6.019499383866787 WOLF (strong): th(42.97767438530354)=6.019499383866787; dx=1.0654915183908018E-5 evalInputDelta=3.02804633975029E-4 New Minimum: 6.019499383866787 > 6.019387595355511 WOLF (strong): th(5.372209298162942)=6.019387595355511; dx=6.380515816961404E-6 evalInputDelta=4.145931452512741E-4 New Minimum: 6.019387595355511 > 6.0193756353110075 WOLF (strong): th(0.5969121442403269)=6.0193756353110075; dx=5.814803083396791E-6 evalInputDelta=4.265531897544861E-4 New Minimum: 6.0193756353110075 > 6.0193744748830795 WOLF (strong): th(0.05969121442403269)=6.0193744748830795; dx=5.846835385467207E-6 evalInputDelta=4.2771361768245697E-4 END: th(0.005426474038548426)=6.019621966406703; dx=-0.08453981811166728 evalInputDelta=1.8022209405899048E-4 Fitness changed from 6.019802188500762 to 6.0193744748830795 Iteration 11 complete. Error: 6.0193744748830795 Total: 821.0216; Orientation: 1.4651; Line Search: 755.7796 Final threshold in iteration 11: 6.0193744748830795 (> -Infinity) after 3718.553s (< 3600.000s)