Reset training subject: 3144025163874 Reset training subject: 3148478905747 Adding measurement 6f6d67f0 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=34.995694909244776;dx=-7.71486703898961E-5 New Minimum: 34.995694909244776 > 34.995071433484554 WOLFE (weak): th(2.154434690031884)=34.995071433484554; dx=-7.97095144406089E-5 evalInputDelta=6.234757602214813E-4 New Minimum: 34.995071433484554 > 34.994445310905576 WOLFE (weak): th(4.308869380063768)=34.994445310905576; dx=-7.868833397301685E-5 evalInputDelta=0.0012495983392000198 New Minimum: 34.994445310905576 > 34.99194341339171 WOLFE (weak): th(12.926608140191302)=34.99194341339171; dx=-7.805530541879798E-5 evalInputDelta=0.0037514958530664444 New Minimum: 34.99194341339171 > 34.99187955074012 WOLFE (weak): th(51.70643256076521)=34.99187955074012; dx=-7.739604640535776E-5 evalInputDelta=0.003815358504652977 New Minimum: 34.99187955074012 > 34.93169863615185 WOLFE (weak): th(258.53216280382605)=34.93169863615185; dx=-7.936379894400914E-5 evalInputDelta=0.06399627309292555 New Minimum: 34.93169863615185 > 34.53240857459605 WOLFE (weak): th(1551.1929768229563)=34.53240857459605; dx=-8.259414527162691E-5 evalInputDelta=0.46328633464872837 New Minimum: 34.53240857459605 > 31.34366223309189 END: th(10858.350837760694)=31.34366223309189; dx=-5.970880521451863E-5 evalInputDelta=3.652032676152885 Fitness changed from 34.995694909244776 to 31.34366223309189 Iteration 1 complete. Error: 31.34366223309189 Total: 45.2801; Orientation: 0.0316; Line Search: 32.6703 Iteration 1 ![Iteration 1](etc/e68c7556-4a72-49c2-a887-d08fc13603a7.jpg) Adding measurement 700bdbf1 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=31.34366223309189;dx=-8.147130185623869E-5 New Minimum: 31.34366223309189 > 25.91003691777587 END: th(23393.607721408407)=25.91003691777587; dx=-2.9187605940683843E-5 evalInputDelta=5.433625315316021 Fitness changed from 31.34366223309189 to 25.91003691777587 Iteration 2 complete. Error: 25.91003691777587 Total: 11.6980; Orientation: 0.0056; Line Search: 7.8165 Iteration 2 ![Iteration 2](etc/202e5802-9d4e-4aad-ab9b-79cfe2cffb0b.jpg) Adding measurement 3cb80f73 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=25.91003691777587;dx=-3.690172140820644E-5 New Minimum: 25.91003691777587 > 22.59103973954916 END: th(50400.00000000001)=22.59103973954916; dx=-1.5239845456200198E-5 evalInputDelta=3.3189971782267094 Fitness changed from 25.91003691777587 to 22.59103973954916 Iteration 3 complete. Error: 22.59103973954916 Total: 12.5658; Orientation: 0.0042; Line Search: 7.9611 Iteration 3 ![Iteration 3](etc/179c56a3-9c78-461b-9d60-48a662cf4fa4.jpg) Adding measurement 365ce506 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.821e+02, gradient 5.737e-03, dot -0.402; [4121d2f5-f056-4f9e-a13f-61a2523a8bb1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 22.59103973954916, 25.91003691777587, 31.34366223309189, 34.995694909244776 LBFGS Accumulation History: 3 points Removed measurement 365ce506 to history. Total: 3 th(0)=22.59103973954916;dx=-3.135478952913677E-5 New Minimum: 22.59103973954916 > 18.93819696456194 END: th(108583.50837760697)=18.93819696456194; dx=-5.306551593641043E-6 evalInputDelta=3.6528427749872208 Fitness changed from 22.59103973954916 to 18.93819696456194 Iteration 4 complete. Error: 18.93819696456194 Total: 12.0031; Orientation: 0.2431; Line Search: 7.7190 Iteration 4 ![Iteration 4](etc/d658213c-c6b6-45a0-9361-a9fc01ac7cec.jpg) Adding measurement 4ca2111a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.861e+02, gradient 2.793e-03, dot -0.460; [4121d2f5-f056-4f9e-a13f-61a2523a8bb1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 18.93819696456194, 25.91003691777587, 31.34366223309189, 34.995694909244776 LBFGS Accumulation History: 3 points Removed measurement 4ca2111a to history. Total: 3 th(0)=18.93819696456194;dx=-7.048598348577305E-6 New Minimum: 18.93819696456194 > 16.480471700429916 END: th(233936.07721408413)=16.480471700429916; dx=-2.2556822086742417E-6 evalInputDelta=2.457725264132023 Fitness changed from 18.93819696456194 to 16.480471700429916 Iteration 5 complete. Error: 16.480471700429916 Total: 11.6714; Orientation: 0.0818; Line Search: 7.7735 Iteration 5 ![Iteration 5](etc/a411f6a1-0ce0-4b68-9723-5054e4e09840.jpg) Adding measurement 52b83e4f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.590e+02, gradient 2.317e-03, dot -0.352; [4121d2f5-f056-4f9e-a13f-61a2523a8bb1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 16.480471700429916, 25.91003691777587, 31.34366223309189, 34.995694909244776 LBFGS Accumulation History: 3 points Removed measurement 52b83e4f to history. Total: 3 th(0)=16.480471700429916;dx=-4.804289426583496E-6 New Minimum: 16.480471700429916 > 13.541331112384796 END: th(504000.0000000002)=13.541331112384796; dx=-6.332434968039418E-7 evalInputDelta=2.9391405880451202 Fitness changed from 16.480471700429916 to 13.541331112384796 Iteration 6 complete. Error: 13.541331112384796 Total: 12.9301; Orientation: 0.2196; Line Search: 7.7870 Adding measurement 2bfafd82 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.827e+02, gradient 1.942e-03, dot -0.345; [4121d2f5-f056-4f9e-a13f-61a2523a8bb1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 13.541331112384796, 25.91003691777587, 31.34366223309189, 34.995694909244776 LBFGS Accumulation History: 3 points Removed measurement 2bfafd82 to history. Total: 3 th(0)=13.541331112384796;dx=-3.4469890990085433E-6 New Minimum: 13.541331112384796 > 10.173592031002045 END: th(1085835.0837760698)=10.173592031002045; dx=-4.182088304012571E-7 evalInputDelta=3.3677390813827515 Fitness changed from 13.541331112384796 to 10.173592031002045 Iteration 7 complete. Error: 10.173592031002045 Total: 11.5695; Orientation: 0.0767; Line Search: 7.7158 Adding measurement 180ea9ad to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.174e+02, gradient 1.496e-03, dot -0.217; [4121d2f5-f056-4f9e-a13f-61a2523a8bb1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.173592031002045, 25.91003691777587, 31.34366223309189, 34.995694909244776 LBFGS Accumulation History: 3 points Removed measurement 180ea9ad to history. Total: 3 th(0)=10.173592031002045;dx=-2.1204001560411914E-6 New Minimum: 10.173592031002045 > 8.608919084072113 END: th(2339360.7721408415)=8.608919084072113; dx=-9.960055585594135E-8 evalInputDelta=1.5646729469299316 Fitness changed from 10.173592031002045 to 8.608919084072113 Iteration 8 complete. Error: 8.608919084072113 Total: 11.9890; Orientation: 0.2267; Line Search: 7.8676 Adding measurement 3256e698 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.860e+02, gradient 1.146e-03, dot -0.211; [4121d2f5-f056-4f9e-a13f-61a2523a8bb1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.608919084072113, 25.91003691777587, 31.34366223309189, 34.995694909244776 LBFGS Accumulation History: 3 points Removed measurement 3256e698 to history. Total: 3 th(0)=8.608919084072113;dx=-1.1760895320570824E-6 Armijo: th(5040000.000000002)=14.36293950676918; dx=2.6789698561758393E-7 evalInputDelta=-5.754020422697067 Armijo: th(2520000.000000001)=9.24141900241375; dx=6.325444427401018E-8 evalInputDelta=-0.6324999183416367 New Minimum: 8.608919084072113 > 7.107904717326164 END: th(840000.0000000003)=7.107904717326164; dx=-3.411787472152732E-7 evalInputDelta=1.5010143667459488 Fitness changed from 8.608919084072113 to 7.107904717326164 Iteration 9 complete. Error: 7.107904717326164 Total: 21.1305; Orientation: 0.2050; Line Search: 17.0404 Adding measurement d3e7952 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.958e+02, gradient 8.570e-04, dot -0.206; [4121d2f5-f056-4f9e-a13f-61a2523a8bb1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.107904717326164, 25.91003691777587, 31.34366223309189, 34.995694909244776 LBFGS Accumulation History: 3 points Removed measurement d3e7952 to history. Total: 3 th(0)=7.107904717326164;dx=-6.089617542885028E-7 New Minimum: 7.107904717326164 > 6.1121252328157425 END: th(1809725.139626783)=6.1121252328157425; dx=-2.1233734640579794E-7 evalInputDelta=0.9957794845104218 Fitness changed from 7.107904717326164 to 6.1121252328157425 Iteration 10 complete. Error: 6.1121252328157425 Total: 12.3846; Orientation: 0.2292; Line Search: 8.2506 Iteration 10 ![Iteration 10](etc/69d0c27b-fc44-4fac-9be4-5c7eaf7388fa.jpg) Final threshold in iteration 11: 6.1121252328157425 (> -Infinity) after 163.268s (< 1800.000s)