Reset training subject: 756978457513 Reset training subject: 762690107475 Adding measurement 4ab17975 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=26.542984763160348;dx=-1.041927538464378E-4 New Minimum: 26.542984763160348 > 26.542290341109037 WOLFE (weak): th(2.154434690031884)=26.542290341109037; dx=-1.046066548351555E-4 evalInputDelta=6.944220513105392E-4 New Minimum: 26.542290341109037 > 26.541598793119192 WOLFE (weak): th(4.308869380063768)=26.541598793119192; dx=-1.0370221406236067E-4 evalInputDelta=0.0013859700411558151 New Minimum: 26.541598793119192 > 26.541451124474406 WOLFE (weak): th(12.926608140191302)=26.541451124474406; dx=-1.0416736443464459E-4 evalInputDelta=0.0015336386859416962 New Minimum: 26.541451124474406 > 26.5289358869195 WOLFE (weak): th(51.70643256076521)=26.5289358869195; dx=-9.960498883609798E-5 evalInputDelta=0.014048876240849495 New Minimum: 26.5289358869195 > 26.46726245433092 WOLFE (weak): th(258.53216280382605)=26.46726245433092; dx=-9.735544407764201E-5 evalInputDelta=0.07572230882942677 New Minimum: 26.46726245433092 > 26.116997005417943 WOLFE (weak): th(1551.1929768229563)=26.116997005417943; dx=-9.860425660483568E-5 evalInputDelta=0.42598775774240494 New Minimum: 26.116997005417943 > 24.126847080886364 END: th(10858.350837760694)=24.126847080886364; dx=-4.8531934485660606E-5 evalInputDelta=2.416137682273984 Fitness changed from 26.542984763160348 to 24.126847080886364 Iteration 1 complete. Error: 24.126847080886364 Total: 55.1825; Orientation: 0.0468; Line Search: 38.3888 Iteration 1 ![Iteration 1](etc/0cb9cf35-a267-45c0-a790-9018702460bf.jpg) Adding measurement 51030c15 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=24.126847080886364;dx=-4.946839874980174E-5 New Minimum: 24.126847080886364 > 22.12587597221136 END: th(23393.607721408407)=22.12587597221136; dx=-2.4107840037997172E-5 evalInputDelta=2.000971108675003 Fitness changed from 24.126847080886364 to 22.12587597221136 Iteration 2 complete. Error: 22.12587597221136 Total: 15.5161; Orientation: 0.0052; Line Search: 9.6143 Iteration 2 ![Iteration 2](etc/c1da407b-1759-4251-ab3b-4fb18d3eaaa4.jpg) Adding measurement 16fc0184 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=22.12587597221136;dx=-2.7442073546687443E-5 New Minimum: 22.12587597221136 > 20.137670390307903 END: th(50400.00000000001)=20.137670390307903; dx=-1.2974882429736193E-5 evalInputDelta=1.9882055819034576 Fitness changed from 22.12587597221136 to 20.137670390307903 Iteration 3 complete. Error: 20.137670390307903 Total: 14.4193; Orientation: 0.0036; Line Search: 9.5695 Iteration 3 ![Iteration 3](etc/4b9d508c-6756-4310-9a8c-7a4c69a4e432.jpg) Adding measurement 6ff7d0d0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.233e+02, gradient 4.660e-03, dot -0.646; [f4abe78a-9ad9-4ab6-a749-0d5b1e277521 = 1.000/1.000e+00] Orientation rejected. Popping history element from 20.137670390307903, 22.12587597221136, 24.126847080886364, 26.542984763160348 LBFGS Accumulation History: 3 points Removed measurement 6ff7d0d0 to history. Total: 3 th(0)=20.137670390307903;dx=-2.072544853185663E-5 New Minimum: 20.137670390307903 > 17.683669708669186 END: th(108583.50837760697)=17.683669708669186; dx=-5.962933394314675E-6 evalInputDelta=2.4540006816387177 Fitness changed from 20.137670390307903 to 17.683669708669186 Iteration 4 complete. Error: 17.683669708669186 Total: 15.3407; Orientation: 0.1253; Line Search: 10.4128 Iteration 4 ![Iteration 4](etc/6d1c25d9-c2d0-4636-8e27-eb2b4b6a2b9f.jpg) Adding measurement 21e97c20 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.450e+02, gradient 3.749e-03, dot -0.487; [f4abe78a-9ad9-4ab6-a749-0d5b1e277521 = 1.000/1.000e+00] Orientation rejected. Popping history element from 17.683669708669186, 22.12587597221136, 24.126847080886364, 26.542984763160348 LBFGS Accumulation History: 3 points Removed measurement 21e97c20 to history. Total: 3 th(0)=17.683669708669186;dx=-1.2701443721428445E-5 New Minimum: 17.683669708669186 > 15.432755753397942 END: th(233936.07721408413)=15.432755753397942; dx=-2.5388487087752895E-6 evalInputDelta=2.250913955271244 Fitness changed from 17.683669708669186 to 15.432755753397942 Iteration 5 complete. Error: 15.432755753397942 Total: 14.5167; Orientation: 0.1504; Line Search: 9.6041 Iteration 5 ![Iteration 5](etc/8f65ab1f-a8d9-4f82-8bb9-c12367a9267e.jpg) Adding measurement 7f326dd1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.415e+02, gradient 2.902e-03, dot -0.410; [f4abe78a-9ad9-4ab6-a749-0d5b1e277521 = 1.000/1.000e+00] Orientation rejected. Popping history element from 15.432755753397942, 22.12587597221136, 24.126847080886364, 26.542984763160348 LBFGS Accumulation History: 3 points Removed measurement 7f326dd1 to history. Total: 3 th(0)=15.432755753397942;dx=-7.855462109733544E-6 New Minimum: 15.432755753397942 > 12.832883134484291 END: th(504000.0000000002)=12.832883134484291; dx=-1.3187707526808974E-6 evalInputDelta=2.5998726189136505 Fitness changed from 15.432755753397942 to 12.832883134484291 Iteration 6 complete. Error: 12.832883134484291 Total: 14.9262; Orientation: 0.0987; Line Search: 10.0234 Adding measurement c14c77 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.697e+02, gradient 2.015e-03, dot -0.404; [f4abe78a-9ad9-4ab6-a749-0d5b1e277521 = 1.000/1.000e+00] Orientation rejected. Popping history element from 12.832883134484291, 22.12587597221136, 24.126847080886364, 26.542984763160348 LBFGS Accumulation History: 3 points Removed measurement c14c77 to history. Total: 3 th(0)=12.832883134484291;dx=-3.91976504547148E-6 New Minimum: 12.832883134484291 > 10.475949823856354 END: th(1085835.0837760698)=10.475949823856354; dx=-6.169534082303217E-7 evalInputDelta=2.3569333106279373 Fitness changed from 12.832883134484291 to 10.475949823856354 Iteration 7 complete. Error: 10.475949823856354 Total: 15.2125; Orientation: 0.0917; Line Search: 10.3370 Adding measurement 556c8084 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.933e+02, gradient 1.744e-03, dot -0.329; [f4abe78a-9ad9-4ab6-a749-0d5b1e277521 = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.475949823856354, 22.12587597221136, 24.126847080886364, 26.542984763160348 LBFGS Accumulation History: 3 points Removed measurement 556c8084 to history. Total: 3 th(0)=10.475949823856354;dx=-2.930119901060332E-6 New Minimum: 10.475949823856354 > 8.131852582097054 END: th(2339360.7721408415)=8.131852582097054; dx=-1.3365134044174804E-7 evalInputDelta=2.3440972417593002 Fitness changed from 10.475949823856354 to 8.131852582097054 Iteration 8 complete. Error: 8.131852582097054 Total: 14.3390; Orientation: 0.1602; Line Search: 9.4499 Adding measurement 73541854 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.533e+02, gradient 1.956e-03, dot -0.165; [f4abe78a-9ad9-4ab6-a749-0d5b1e277521 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.131852582097054, 22.12587597221136, 24.126847080886364, 26.542984763160348 LBFGS Accumulation History: 3 points Removed measurement 73541854 to history. Total: 3 th(0)=8.131852582097054;dx=-3.78341422314034E-6 Armijo: th(5040000.000000002)=9.339027300477028; dx=2.952347084711312E-7 evalInputDelta=-1.2071747183799744 New Minimum: 8.131852582097054 > 7.584384247660637 WOLF (strong): th(2520000.000000001)=7.584384247660637; dx=7.74282164877868E-8 evalInputDelta=0.5474683344364166 New Minimum: 7.584384247660637 > 6.63001748919487 END: th(840000.0000000003)=6.63001748919487; dx=-2.484366112474527E-7 evalInputDelta=1.5018350929021835 Fitness changed from 8.131852582097054 to 6.63001748919487 Iteration 9 complete. Error: 6.63001748919487 Total: 24.9354; Orientation: 0.0781; Line Search: 19.8772 Adding measurement 699a413 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.342e+02, gradient 9.618e-04, dot -0.275; [f4abe78a-9ad9-4ab6-a749-0d5b1e277521 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.63001748919487, 22.12587597221136, 24.126847080886364, 26.542984763160348 LBFGS Accumulation History: 3 points Removed measurement 699a413 to history. Total: 3 th(0)=6.63001748919487;dx=-8.897219872106819E-7 New Minimum: 6.63001748919487 > 5.392829343676567 END: th(1809725.139626783)=5.392829343676567; dx=-6.431512951024534E-8 evalInputDelta=1.237188145518303 Fitness changed from 6.63001748919487 to 5.392829343676567 Iteration 10 complete. Error: 5.392829343676567 Total: 14.5298; Orientation: 0.1790; Line Search: 9.5982 Iteration 10 ![Iteration 10](etc/496078da-3ef4-4ba4-8bb2-b0dbeee371e9.jpg) Final threshold in iteration 11: 5.392829343676567 (> -Infinity) after 198.952s (< 1800.000s)