Reset training subject: 1183810026453 Reset training subject: 1185450959129 Adding measurement 7e0fbecb to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=24.8374389288947;dx=-1.3853729470222498E-6 New Minimum: 24.8374389288947 > 24.837432271800935 WOLFE (weak): th(2.154434690031884)=24.837432271800935; dx=-1.3738604502168938E-6 evalInputDelta=6.6570937633514404E-6 New Minimum: 24.837432271800935 > 24.83742553042248 WOLFE (weak): th(4.308869380063768)=24.83742553042248; dx=-1.3961396883992452E-6 evalInputDelta=1.3398472219705582E-5 New Minimum: 24.83742553042248 > 24.837399151176214 WOLFE (weak): th(12.926608140191302)=24.837399151176214; dx=-1.3731020438499412E-6 evalInputDelta=3.97777184844017E-5 New Minimum: 24.837399151176214 > 24.837279507424682 WOLFE (weak): th(51.70643256076521)=24.837279507424682; dx=-1.4014709054012245E-6 evalInputDelta=1.5942147001624107E-4 New Minimum: 24.837279507424682 > 24.83664231747389 WOLFE (weak): th(258.53216280382605)=24.83664231747389; dx=-1.396084267006771E-6 evalInputDelta=7.966114208102226E-4 New Minimum: 24.83664231747389 > 24.8326543928124 WOLFE (weak): th(1551.1929768229563)=24.8326543928124; dx=-1.3998518091563622E-6 evalInputDelta=0.0047845360822975636 New Minimum: 24.8326543928124 > 24.803615181706846 WOLFE (weak): th(10858.350837760694)=24.803615181706846; dx=-1.4121512250209736E-6 evalInputDelta=0.03382374718785286 New Minimum: 24.803615181706846 > 24.550610384903848 WOLFE (weak): th(86866.80670208555)=24.550610384903848; dx=-1.4665715726113734E-6 evalInputDelta=0.28682854399085045 New Minimum: 24.550610384903848 > 22.316879438236356 END: th(781801.26031877)=22.316879438236356; dx=-1.0271909570919986E-6 evalInputDelta=2.520559490658343 Fitness changed from 24.8374389288947 to 22.316879438236356 Iteration 1 complete. Error: 22.316879438236356 Total: 19.3635; Orientation: 0.0366; Line Search: 14.9558 Iteration 1 ![Iteration 1](etc/d4e5be80-1b97-421d-95f1-c304970076bb.jpg) Adding measurement 2ab6896c to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=22.316879438236356;dx=-2.918604360312705E-6 New Minimum: 22.316879438236356 > 16.42116315662861 END: th(1684339.7559414052)=16.42116315662861; dx=-1.0439601474483015E-6 evalInputDelta=5.895716281607747 Fitness changed from 22.316879438236356 to 16.42116315662861 Iteration 2 complete. Error: 16.42116315662861 Total: 3.9839; Orientation: 0.0051; Line Search: 2.6982 Iteration 2 ![Iteration 2](etc/c65caf4e-6130-46bd-9680-259132c4147d.jpg) Adding measurement f8918b0 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=16.42116315662861;dx=-3.273276633861761E-6 New Minimum: 16.42116315662861 > 8.242406502366066 END: th(3628800.0)=8.242406502366066; dx=-5.176099031363003E-7 evalInputDelta=8.178756654262543 Fitness changed from 16.42116315662861 to 8.242406502366066 Iteration 3 complete. Error: 8.242406502366066 Total: 4.0447; Orientation: 0.0036; Line Search: 2.6980 Iteration 3 ![Iteration 3](etc/27ed4a4f-f33d-4d6d-aa0c-172b2f98c0a8.jpg) Adding measurement 47d8e32 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.869e+04, gradient 1.783e-03, dot -0.152; [6a65ea1f-ea8c-417d-9710-3c564f270072 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.242406502366066, 16.42116315662861, 22.316879438236356, 24.8374389288947 LBFGS Accumulation History: 3 points Removed measurement 47d8e32 to history. Total: 3 th(0)=8.242406502366066;dx=-3.117960110275517E-6 New Minimum: 8.242406502366066 > 6.266081139445305 WOLF (strong): th(7818012.6031877)=6.266081139445305; dx=1.1772270565261495E-7 evalInputDelta=1.976325362920761 New Minimum: 6.266081139445305 > 5.132757976651192 END: th(3909006.30159385)=5.132757976651192; dx=-1.7106329741390582E-7 evalInputDelta=3.1096485257148743 Fitness changed from 8.242406502366066 to 5.132757976651192 Iteration 4 complete. Error: 5.132757976651192 Total: 5.1207; Orientation: 0.1022; Line Search: 3.7471 Iteration 4 ![Iteration 4](etc/f68f2607-59e0-4991-b308-221caf568090.jpg) Adding measurement 23e4b8f5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.486e+04, gradient 7.858e-04, dot -0.174; [6a65ea1f-ea8c-417d-9710-3c564f270072 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.132757976651192, 16.42116315662861, 22.316879438236356, 24.8374389288947 LBFGS Accumulation History: 3 points Removed measurement 23e4b8f5 to history. Total: 3 th(0)=5.132757976651192;dx=-5.916525484686422E-7 New Minimum: 5.132757976651192 > 4.3277134001255035 WOLF (strong): th(8421698.779707026)=4.3277134001255035; dx=5.532510239569441E-9 evalInputDelta=0.8050445765256882 New Minimum: 4.3277134001255035 > 3.9727135598659515 END: th(4210849.389853513)=3.9727135598659515; dx=-6.394325635401092E-11 evalInputDelta=1.1600444167852402 Fitness changed from 5.132757976651192 to 3.9727135598659515 Iteration 5 complete. Error: 3.9727135598659515 Total: 7.2163; Orientation: 0.0924; Line Search: 5.6933 Iteration 5 ![Iteration 5](etc/e2ebbad0-8f4a-4a91-9b8e-2e49d295f5aa.jpg) Adding measurement 2b1f019c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.855e+03, gradient 8.664e-04, dot -0.055; [6a65ea1f-ea8c-417d-9710-3c564f270072 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.9727135598659515, 16.42116315662861, 22.316879438236356, 24.8374389288947 LBFGS Accumulation History: 3 points Removed measurement 2b1f019c to history. Total: 3 th(0)=3.9727135598659515;dx=-7.344960682073662E-7 New Minimum: 3.9727135598659515 > 3.9056722223758698 WOLF (strong): th(9072000.0)=3.9056722223758698; dx=4.29754562263666E-8 evalInputDelta=0.06704133749008179 New Minimum: 3.9056722223758698 > 3.0193238258361816 WOLF (strong): th(4536000.0)=3.0193238258361816; dx=2.543884067646412E-8 evalInputDelta=0.9533897340297699 New Minimum: 3.0193238258361816 > 2.687908858060837 END: th(1512000.0)=2.687908858060837; dx=-6.154335871110716E-8 evalInputDelta=1.2848047018051147 Fitness changed from 3.9727135598659515 to 2.687908858060837 Iteration 6 complete. Error: 2.687908858060837 Total: 6.5300; Orientation: 0.0594; Line Search: 5.2123 Adding measurement 53413da5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.208e+04, gradient 4.606e-04, dot -0.147; [6a65ea1f-ea8c-417d-9710-3c564f270072 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.687908858060837, 16.42116315662861, 22.316879438236356, 24.8374389288947 LBFGS Accumulation History: 3 points Removed measurement 53413da5 to history. Total: 3 th(0)=2.687908858060837;dx=-2.0753162629291644E-7 New Minimum: 2.687908858060837 > 2.1200070083141327 END: th(3257505.2513282085)=2.1200070083141327; dx=-4.994992639662346E-8 evalInputDelta=0.5679018497467041 Fitness changed from 2.687908858060837 to 2.1200070083141327 Iteration 7 complete. Error: 2.1200070083141327 Total: 3.9543; Orientation: 0.0574; Line Search: 2.5458 Adding measurement 2c5dc0b4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.410e+03, gradient 4.216e-04, dot -0.084; [6a65ea1f-ea8c-417d-9710-3c564f270072 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.1200070083141327, 16.42116315662861, 22.316879438236356, 24.8374389288947 LBFGS Accumulation History: 3 points Removed measurement 2c5dc0b4 to history. Total: 3 th(0)=2.1200070083141327;dx=-1.714317798816427E-7 New Minimum: 2.1200070083141327 > 1.4676234126091003 END: th(7018082.316422523)=1.4676234126091003; dx=-9.84879547485549E-9 evalInputDelta=0.6523835957050323 Fitness changed from 2.1200070083141327 to 1.4676234126091003 Iteration 8 complete. Error: 1.4676234126091003 Total: 4.1378; Orientation: 0.1438; Line Search: 2.7190 Adding measurement 7b95cf07 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.228e+03, gradient 7.057e-04, dot -0.075; [6a65ea1f-ea8c-417d-9710-3c564f270072 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4676234126091003, 16.42116315662861, 22.316879438236356, 24.8374389288947 LBFGS Accumulation History: 3 points Removed measurement 7b95cf07 to history. Total: 3 th(0)=1.4676234126091003;dx=-4.689202865198506E-7 Armijo: th(1.5120000000000004E7)=5.049025118350983; dx=7.007424576777529E-8 evalInputDelta=-3.5814017057418823 Armijo: th(7560000.000000002)=3.459246426820755; dx=1.3329274584702067E-7 evalInputDelta=-1.9916230142116547 Armijo: th(2520000.0000000005)=1.4832713901996613; dx=8.089295520544965E-8 evalInputDelta=-0.015647977590560913 New Minimum: 1.4676234126091003 > 1.2326342910528183 END: th(630000.0000000001)=1.2326342910528183; dx=-1.544543872424362E-7 evalInputDelta=0.23498912155628204 Fitness changed from 1.4676234126091003 to 1.2326342910528183 Iteration 9 complete. Error: 1.2326342910528183 Total: 8.7845; Orientation: 0.0576; Line Search: 7.3914 Adding measurement 2e8f38d7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.248e+03, gradient 4.135e-04, dot -0.093; [6a65ea1f-ea8c-417d-9710-3c564f270072 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2326342910528183, 16.42116315662861, 22.316879438236356, 24.8374389288947 LBFGS Accumulation History: 3 points Removed measurement 2e8f38d7 to history. Total: 3 th(0)=1.2326342910528183;dx=-1.6535983228496125E-7 New Minimum: 1.2326342910528183 > 1.0154879838228226 END: th(1357293.854720087)=1.0154879838228226; dx=-8.504008969596954E-8 evalInputDelta=0.21714630722999573 Fitness changed from 1.2326342910528183 to 1.0154879838228226 Iteration 10 complete. Error: 1.0154879838228226 Total: 3.8307; Orientation: 0.0942; Line Search: 2.4958 Iteration 10 ![Iteration 10](etc/b89ee7d7-e9b2-4646-8d27-d9c3faaa3ef3.jpg) Final threshold in iteration 11: 1.0154879838228226 (> -Infinity) after 66.981s (< 1800.000s)