Reset training subject: 937913768478600 Reset training subject: 937959151819600 Adding measurement 6c872017 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=5.7168950363993645;dx=-0.0014470668143407041 New Minimum: 5.7168950363993645 > 5.714924678206444 WOLFE (weak): th(2.154434690031884)=5.714924678206444; dx=-0.0014155848268396043 evalInputDelta=0.001970358192920685 New Minimum: 5.714924678206444 > 5.712978184223175 WOLFE (weak): th(4.308869380063768)=5.712978184223175; dx=-0.0014107327935006509 evalInputDelta=0.003916852176189423 New Minimum: 5.712978184223175 > 5.705217458307743 WOLFE (weak): th(12.926608140191302)=5.705217458307743; dx=-0.0013841204703414342 evalInputDelta=0.011677578091621399 New Minimum: 5.705217458307743 > 5.670930400490761 WOLFE (weak): th(51.70643256076521)=5.670930400490761; dx=-0.0013291046378578271 evalInputDelta=0.04596463590860367 New Minimum: 5.670930400490761 > 5.500358439981937 END: th(258.53216280382605)=5.500358439981937; dx=-0.0011610935577273747 evalInputDelta=0.21653659641742706 Fitness changed from 5.7168950363993645 to 5.500358439981937 Iteration 1 complete. Error: 5.500358439981937 Total: 406.8038; Orientation: 0.0611; Line Search: 271.0591 Iteration 1 ![Iteration 1](etc/503ac63a-d3b5-452b-9ef2-e82fa14f3c7b.jpg) Adding measurement 7c1336cc to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=5.500358439981937;dx=-0.0010574456975233116 New Minimum: 5.500358439981937 > 5.150064259767532 END: th(556.9906600335335)=5.150064259767532; dx=-7.763566671518839E-4 evalInputDelta=0.35029418021440506 Fitness changed from 5.500358439981937 to 5.150064259767532 Iteration 2 complete. Error: 5.150064259767532 Total: 136.3324; Orientation: 0.0653; Line Search: 90.6552 Iteration 2 ![Iteration 2](etc/af84d154-fa7d-4569-9ce3-ecd1e65064bd.jpg) Adding measurement 6efbdf0b to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=5.150064259767532;dx=-6.854492611179204E-4 New Minimum: 5.150064259767532 > 4.696884751319885 END: th(1200.0)=4.696884751319885; dx=-3.9403242508893464E-4 evalInputDelta=0.4531795084476471 Fitness changed from 5.150064259767532 to 4.696884751319885 Iteration 3 complete. Error: 4.696884751319885 Total: 136.0617; Orientation: 0.0647; Line Search: 90.8460 Iteration 3 ![Iteration 3](etc/3e410d8a-565c-4187-8a89-7d4412589850.jpg) Adding measurement 7be95502 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.916e+01, gradient 1.923e-02, dot -0.967; [730b2a89-ec58-4b16-96ea-47c069973df1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.7168950363993645, 5.500358439981937, 5.150064259767532, 4.696884751319885 LBFGS Accumulation History: 3 points Removed measurement 6c872017 to history. Total: 4 th(0)=4.696884751319885;dx=-3.696468771667953E-4 New Minimum: 4.696884751319885 > 4.30723587051034 END: th(2585.3216280382608)=4.30723587051034; dx=-9.707383823610584E-5 evalInputDelta=0.3896488808095455 Fitness changed from 4.696884751319885 to 4.30723587051034 Iteration 4 complete. Error: 4.30723587051034 Total: 138.7420; Orientation: 1.8843; Line Search: 91.4977 Iteration 4 ![Iteration 4](etc/8fb6a573-de28-41ea-b722-e0aa7909250d.jpg) Adding measurement 2169d720 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.945e+01, gradient 1.079e-02, dot -0.917; [730b2a89-ec58-4b16-96ea-47c069973df1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.500358439981937, 5.150064259767532, 4.696884751319885, 4.30723587051034 LBFGS Accumulation History: 3 points Removed measurement 7c1336cc to history. Total: 4 th(0)=4.30723587051034;dx=-1.1639113766669729E-4 New Minimum: 4.30723587051034 > 3.994438834488392 END: th(5569.9066003353355)=3.994438834488392; dx=-4.1200940795603306E-5 evalInputDelta=0.31279703602194786 Fitness changed from 4.30723587051034 to 3.994438834488392 Iteration 5 complete. Error: 3.994438834488392 Total: 138.3038; Orientation: 1.8610; Line Search: 90.8819 Iteration 5 ![Iteration 5](etc/cf83c652-c5fa-42bb-9045-791f38d0226b.jpg) Adding measurement 61793b39 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.140e+01, gradient 7.850e-03, dot -0.863; [730b2a89-ec58-4b16-96ea-47c069973df1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.150064259767532, 4.696884751319885, 4.30723587051034, 3.994438834488392 LBFGS Accumulation History: 3 points Removed measurement 6efbdf0b to history. Total: 4 th(0)=3.994438834488392;dx=-6.162522467746224E-5 New Minimum: 3.994438834488392 > 3.7701734974980354 END: th(12000.000000000002)=3.7701734974980354; dx=-1.0783492908658872E-5 evalInputDelta=0.22426533699035645 Fitness changed from 3.994438834488392 to 3.7701734974980354 Iteration 6 complete. Error: 3.7701734974980354 Total: 138.3363; Orientation: 1.9573; Line Search: 91.2522 Adding measurement 7221d2ab to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.024e+02, gradient 7.541e-03, dot -0.698; [730b2a89-ec58-4b16-96ea-47c069973df1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.696884751319885, 4.30723587051034, 3.994438834488392, 3.7701734974980354 LBFGS Accumulation History: 3 points Removed measurement 7be95502 to history. Total: 4 th(0)=3.7701734974980354;dx=-5.6869110792975116E-5 Armijo: th(25853.21628038261)=3.7901261411607265; dx=6.2626323045193365E-6 evalInputDelta=-0.019952643662691116 New Minimum: 3.7701734974980354 > 3.702438458800316 WOLF (strong): th(12926.608140191305)=3.702438458800316; dx=8.80551662512736E-6 evalInputDelta=0.06773503869771957 New Minimum: 3.702438458800316 > 3.665353924036026 END: th(4308.869380063768)=3.665353924036026; dx=-1.341393920998038E-5 evalInputDelta=0.10481957346200943 Fitness changed from 3.7701734974980354 to 3.665353924036026 Iteration 7 complete. Error: 3.665353924036026 Total: 228.3205; Orientation: 1.8876; Line Search: 181.3093 Adding measurement 659d797 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.702e+01, gradient 5.067e-03, dot -0.758; [730b2a89-ec58-4b16-96ea-47c069973df1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.30723587051034, 3.994438834488392, 3.7701734974980354, 3.665353924036026 LBFGS Accumulation History: 3 points Removed measurement 2169d720 to history. Total: 4 th(0)=3.665353924036026;dx=-2.5678829081362893E-5 New Minimum: 3.665353924036026 > 3.566987693309784 END: th(9283.17766722556)=3.566987693309784; dx=-1.0811717362134142E-5 evalInputDelta=0.09836623072624207 Fitness changed from 3.665353924036026 to 3.566987693309784 Iteration 8 complete. Error: 3.566987693309784 Total: 138.1775; Orientation: 1.8847; Line Search: 91.1721 Adding measurement 6e9c54b7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.066e+02, gradient 5.144e-03, dot -0.723; [730b2a89-ec58-4b16-96ea-47c069973df1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.994438834488392, 3.7701734974980354, 3.665353924036026, 3.566987693309784 LBFGS Accumulation History: 3 points Removed measurement 61793b39 to history. Total: 4 th(0)=3.566987693309784;dx=-2.6460601714542877E-5 New Minimum: 3.566987693309784 > 3.490873284637928 WOLF (strong): th(20000.000000000007)=3.490873284637928; dx=6.925791739416694E-7 evalInputDelta=0.07611440867185593 New Minimum: 3.490873284637928 > 3.4829458072781563 END: th(10000.000000000004)=3.4829458072781563; dx=-5.043944339584945E-6 evalInputDelta=0.08404188603162766 Fitness changed from 3.566987693309784 to 3.4829458072781563 Iteration 9 complete. Error: 3.4829458072781563 Total: 183.1117; Orientation: 1.9666; Line Search: 136.2060 Adding measurement 1a0b9942 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.887e+01, gradient 4.685e-03, dot -0.706; [730b2a89-ec58-4b16-96ea-47c069973df1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.7701734974980354, 3.665353924036026, 3.566987693309784, 3.4829458072781563 LBFGS Accumulation History: 3 points Removed measurement 7221d2ab to history. Total: 4 th(0)=3.4829458072781563;dx=-2.1953204237873048E-5 New Minimum: 3.4829458072781563 > 3.424552246928215 WOLF (strong): th(21544.346900318847)=3.424552246928215; dx=3.5996039075051134E-6 evalInputDelta=0.058393560349941254 New Minimum: 3.424552246928215 > 3.4129211828112602 END: th(10772.173450159424)=3.4129211828112602; dx=-2.2315160302719006E-6 evalInputDelta=0.07002462446689606 Fitness changed from 3.4829458072781563 to 3.4129211828112602 Iteration 10 complete. Error: 3.4129211828112602 Total: 183.5519; Orientation: 1.8625; Line Search: 136.6532 Iteration 10 ![Iteration 10](etc/cc5a3461-f349-4dd1-920f-0e9c17adc82c.jpg) Final threshold in iteration 10: 3.4129211828112602 (> -Infinity) after 1827.789s (< 1800.000s)