Reset training subject: 1106231229115000 Reset training subject: 1106234240566600 Adding measurement 16a2ed51 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=13.410491339862347;dx=-4.302100306752162E-5 New Minimum: 13.410491339862347 > 13.410303987562656 WOLFE (weak): th(2.154434690031884)=13.410303987562656; dx=-4.294847136672918E-5 evalInputDelta=1.8735229969024658E-4 New Minimum: 13.410303987562656 > 13.4101159311831 WOLFE (weak): th(4.308869380063768)=13.4101159311831; dx=-4.301181143826698E-5 evalInputDelta=3.7540867924690247E-4 New Minimum: 13.4101159311831 > 13.409363716840744 WOLFE (weak): th(12.926608140191302)=13.409363716840744; dx=-4.299499268151056E-5 evalInputDelta=0.0011276230216026306 New Minimum: 13.409363716840744 > 13.405979989096522 WOLFE (weak): th(51.70643256076521)=13.405979989096522; dx=-4.305657159409394E-5 evalInputDelta=0.004511350765824318 New Minimum: 13.405979989096522 > 13.387978695333004 WOLFE (weak): th(258.53216280382605)=13.387978695333004; dx=-4.314159040046093E-5 evalInputDelta=0.02251264452934265 New Minimum: 13.387978695333004 > 13.276432994753122 WOLFE (weak): th(1551.1929768229563)=13.276432994753122; dx=-4.218886236602098E-5 evalInputDelta=0.13405834510922432 New Minimum: 13.276432994753122 > 12.534616608172655 END: th(10858.350837760694)=12.534616608172655; dx=-3.714338119172679E-5 evalInputDelta=0.8758747316896915 Fitness changed from 13.410491339862347 to 12.534616608172655 Iteration 1 complete. Error: 12.534616608172655 Total: 29.1350; Orientation: 0.0233; Line Search: 20.8628 Iteration 1 ![Iteration 1](etc/27889ba1-2af1-45b9-a17b-fc82a522c72e.jpg) Adding measurement 41fa769c to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=12.534616608172655;dx=-3.4142901965640624E-5 New Minimum: 12.534616608172655 > 11.250735729932785 END: th(23393.607721408407)=11.250735729932785; dx=-2.2705612039836984E-5 evalInputDelta=1.28388087823987 Fitness changed from 12.534616608172655 to 11.250735729932785 Iteration 2 complete. Error: 11.250735729932785 Total: 7.8879; Orientation: 0.0044; Line Search: 5.2392 Iteration 2 ![Iteration 2](etc/1b89b02b-d804-40ff-8107-914e94faf81e.jpg) Adding measurement 1ec22831 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=11.250735729932785;dx=-1.8500558441523587E-5 New Minimum: 11.250735729932785 > 9.936602383852005 END: th(50400.00000000001)=9.936602383852005; dx=-1.0478817337872391E-5 evalInputDelta=1.31413334608078 Fitness changed from 11.250735729932785 to 9.936602383852005 Iteration 3 complete. Error: 9.936602383852005 Total: 7.7299; Orientation: 0.0030; Line Search: 5.0594 Iteration 3 ![Iteration 3](etc/03b1582b-7b17-4c85-8f91-9123adaae968.jpg) Adding measurement 3b353651 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.044e+02, gradient 2.765e-03, dot -1.000; [b391e251-ea3c-4f57-bf41-25634184a10d = 1.000/1.000e+00] Orientation rejected. Popping history element from 13.410491339862347, 12.534616608172655, 11.250735729932785, 9.936602383852005 LBFGS Accumulation History: 3 points Removed measurement 16a2ed51 to history. Total: 4 th(0)=9.936602383852005;dx=-7.628840297835485E-6 New Minimum: 9.936602383852005 > 8.6248235180974 END: th(108583.50837760697)=8.6248235180974; dx=-5.086670591227082E-6 evalInputDelta=1.3117788657546043 Fitness changed from 9.936602383852005 to 8.6248235180974 Iteration 4 complete. Error: 8.6248235180974 Total: 7.7993; Orientation: 0.0843; Line Search: 5.1129 Iteration 4 ![Iteration 4](etc/b32d6fd9-2372-4b09-b56e-f6c16a4f2845.jpg) Adding measurement 5995851e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.076e+03, gradient 2.013e-03, dot -0.999; [b391e251-ea3c-4f57-bf41-25634184a10d = 1.000/1.000e+00] Orientation rejected. Popping history element from 12.534616608172655, 11.250735729932785, 9.936602383852005, 8.6248235180974 LBFGS Accumulation History: 3 points Removed measurement 41fa769c to history. Total: 4 th(0)=8.6248235180974;dx=-4.0366566023175075E-6 New Minimum: 8.6248235180974 > 7.117246642708778 END: th(233936.07721408413)=7.117246642708778; dx=-2.8127252034421536E-6 evalInputDelta=1.5075768753886223 Fitness changed from 8.6248235180974 to 7.117246642708778 Iteration 5 complete. Error: 7.117246642708778 Total: 8.0017; Orientation: 0.0619; Line Search: 5.2642 Iteration 5 ![Iteration 5](etc/261d2c4f-2a34-4523-b110-75696fea00da.jpg) Adding measurement 35c4697c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.877e+03, gradient 1.560e-03, dot -0.985; [b391e251-ea3c-4f57-bf41-25634184a10d = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.250735729932785, 9.936602383852005, 8.6248235180974, 7.117246642708778 LBFGS Accumulation History: 3 points Removed measurement 1ec22831 to history. Total: 4 th(0)=7.117246642708778;dx=-2.4320044901282943E-6 New Minimum: 7.117246642708778 > 5.226094618439674 END: th(504000.0000000002)=5.226094618439674; dx=-1.6287985950515488E-6 evalInputDelta=1.891152024269104 Fitness changed from 7.117246642708778 to 5.226094618439674 Iteration 6 complete. Error: 5.226094618439674 Total: 7.6627; Orientation: 0.0557; Line Search: 5.0726 Adding measurement f25f48a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.565e+03, gradient 1.168e-03, dot -0.976; [b391e251-ea3c-4f57-bf41-25634184a10d = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.936602383852005, 8.6248235180974, 7.117246642708778, 5.226094618439674 LBFGS Accumulation History: 3 points Removed measurement 3b353651 to history. Total: 4 th(0)=5.226094618439674;dx=-1.3644749073744127E-6 New Minimum: 5.226094618439674 > 3.0769885927438736 END: th(1085835.0837760698)=3.0769885927438736; dx=-7.540311036746991E-7 evalInputDelta=2.149106025695801 Fitness changed from 5.226094618439674 to 3.0769885927438736 Iteration 7 complete. Error: 3.0769885927438736 Total: 7.6699; Orientation: 0.0584; Line Search: 5.1399 Adding measurement 29fe4840 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.614e+03, gradient 7.505e-04, dot -0.978; [b391e251-ea3c-4f57-bf41-25634184a10d = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.6248235180974, 7.117246642708778, 5.226094618439674, 3.0769885927438736 LBFGS Accumulation History: 3 points Removed measurement 5995851e to history. Total: 4 th(0)=3.0769885927438736;dx=-5.62866954751056E-7 New Minimum: 3.0769885927438736 > 1.3283250033855438 END: th(2339360.7721408415)=1.3283250033855438; dx=-2.3339241911400652E-7 evalInputDelta=1.7486635893583298 Fitness changed from 3.0769885927438736 to 1.3283250033855438 Iteration 8 complete. Error: 1.3283250033855438 Total: 7.7558; Orientation: 0.0585; Line Search: 5.2346 Adding measurement 32f1fafe to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.320e+03, gradient 4.037e-04, dot -0.984; [b391e251-ea3c-4f57-bf41-25634184a10d = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.117246642708778, 5.226094618439674, 3.0769885927438736, 1.3283250033855438 LBFGS Accumulation History: 3 points Removed measurement 35c4697c to history. Total: 4 th(0)=1.3283250033855438;dx=-1.6235523740297684E-7 New Minimum: 1.3283250033855438 > 0.3025034964084625 END: th(5040000.000000002)=0.3025034964084625; dx=-4.9977684564066025E-8 evalInputDelta=1.0258215069770813 Fitness changed from 1.3283250033855438 to 0.3025034964084625 Iteration 9 complete. Error: 0.3025034964084625 Total: 8.2314; Orientation: 0.0572; Line Search: 5.4458 Adding measurement 6d672bd4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.243e+03, gradient 2.261e-04, dot -0.935; [b391e251-ea3c-4f57-bf41-25634184a10d = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.226094618439674, 3.0769885927438736, 1.3283250033855438, 0.3025034964084625 LBFGS Accumulation History: 3 points Removed measurement f25f48a to history. Total: 4 th(0)=0.3025034964084625;dx=-5.094984705213892E-8 New Minimum: 0.3025034964084625 > -0.0023058950901031494 WOLF (strong): th(1.0858350837760698E7)=-0.0023058950901031494; dx=4.848982616925708E-9 evalInputDelta=0.3048093914985657 New Minimum: -0.0023058950901031494 > -0.011682868003845215 END: th(5429175.418880349)=-0.011682868003845215; dx=-1.4253255166917097E-8 evalInputDelta=0.31418636441230774 Fitness changed from 0.3025034964084625 to -0.011682868003845215 Iteration 10 complete. Error: -0.011682868003845215 Total: 10.3872; Orientation: 0.0557; Line Search: 7.8302 Iteration 10 ![Iteration 10](etc/597727e1-6205-431f-a230-1efe9dbda94b.jpg) Final threshold in iteration 11: -0.011682868003845215 (> -Infinity) after 102.281s (< 1800.000s)