Reset training subject: 3919500661927 Reset training subject: 3955409040051 Adding measurement bfcee69 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=7.904974292963743;dx=-6.377661571849126E-8 New Minimum: 7.904974292963743 > 7.904974225908518 WOLFE (weak): th(2.154434690031884)=7.904974225908518; dx=-6.492941118061037E-8 evalInputDelta=6.705522537231445E-8 New Minimum: 7.904974225908518 > 7.904973912984133 WOLFE (weak): th(4.308869380063768)=7.904973912984133; dx=-6.353656865499589E-8 evalInputDelta=3.7997961044311523E-7 New Minimum: 7.904973912984133 > 7.904972709715366 WOLFE (weak): th(12.926608140191302)=7.904972709715366; dx=-6.43996673676735E-8 evalInputDelta=1.5832483768463135E-6 New Minimum: 7.904972709715366 > 7.904966808855534 WOLFE (weak): th(51.70643256076521)=7.904966808855534; dx=-6.351807869561587E-8 evalInputDelta=7.484108209609985E-6 New Minimum: 7.904966808855534 > 7.904936980456114 WOLFE (weak): th(258.53216280382605)=7.904936980456114; dx=-6.432017310032465E-8 evalInputDelta=3.731250762939453E-5 New Minimum: 7.904936980456114 > 7.90475195273757 WOLFE (weak): th(1551.1929768229563)=7.90475195273757; dx=-6.319794352274039E-8 evalInputDelta=2.2234022617340088E-4 New Minimum: 7.90475195273757 > 7.903416112065315 WOLFE (weak): th(10858.350837760694)=7.903416112065315; dx=-6.420857992511731E-8 evalInputDelta=0.0015581808984279633 New Minimum: 7.903416112065315 > 7.892524268478155 WOLFE (weak): th(86866.80670208555)=7.892524268478155; dx=-6.449022789808921E-8 evalInputDelta=0.012450024485588074 New Minimum: 7.892524268478155 > 7.793638411909342 WOLFE (weak): th(781801.26031877)=7.793638411909342; dx=-6.168680800313339E-8 evalInputDelta=0.1113358810544014 New Minimum: 7.793638411909342 > 6.8746689930558205 END: th(7818012.6031877)=6.8746689930558205; dx=-3.7383661743732455E-8 evalInputDelta=1.0303052999079227 Fitness changed from 7.904974292963743 to 6.8746689930558205 Iteration 1 complete. Error: 6.8746689930558205 Total: 498.4480; Orientation: 0.0254; Line Search: 390.7249 Iteration 1 ![Iteration 1](etc/9f2c1c79-fbc9-4a98-b11d-91e70f26e9df.jpg) Adding measurement 64087f4d to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=6.8746689930558205;dx=-4.069307179390258E-8 New Minimum: 6.8746689930558205 > 5.315513156354427 END: th(1.684339755941405E7)=5.315513156354427; dx=-2.3582375027354733E-8 evalInputDelta=1.5591558367013931 Fitness changed from 6.8746689930558205 to 5.315513156354427 Iteration 2 complete. Error: 5.315513156354427 Total: 105.0516; Orientation: 0.0263; Line Search: 69.9518 Iteration 2 ![Iteration 2](etc/0f8d439c-8166-4086-a4b6-c318e9eec8cf.jpg) Adding measurement 6321c005 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=5.315513156354427;dx=-2.998384616601329E-8 New Minimum: 5.315513156354427 > 3.0202473998069763 END: th(3.6288E7)=3.0202473998069763; dx=-1.4593114817049629E-8 evalInputDelta=2.295265756547451 Fitness changed from 5.315513156354427 to 3.0202473998069763 Iteration 3 complete. Error: 3.0202473998069763 Total: 106.4964; Orientation: 0.0251; Line Search: 70.1866 Iteration 3 ![Iteration 3](etc/0f1c606b-089e-4271-a2f7-070753da23f9.jpg) Adding measurement 4cea8a82 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.003e+04, gradient 1.413e-04, dot -0.563; [1332a3f9-693d-4a9d-8a08-4dfeba58cfae = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.0202473998069763, 5.315513156354427, 6.8746689930558205, 7.904974292963743 LBFGS Accumulation History: 3 points Removed measurement 4cea8a82 to history. Total: 3 th(0)=3.0202473998069763;dx=-1.9847249713871615E-8 New Minimum: 3.0202473998069763 > 0.8698898181319237 END: th(7.8180126031877E7)=0.8698898181319237; dx=-5.655224020735977E-9 evalInputDelta=2.1503575816750526 Fitness changed from 3.0202473998069763 to 0.8698898181319237 Iteration 4 complete. Error: 0.8698898181319237 Total: 108.0356; Orientation: 0.6397; Line Search: 70.9744 Iteration 4 ![Iteration 4](etc/78385fd2-c8ba-4093-b0ef-8d411ffde322.jpg) Adding measurement cbf09f5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.768e+04, gradient 1.214e-04, dot -0.429; [1332a3f9-693d-4a9d-8a08-4dfeba58cfae = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8698898181319237, 5.315513156354427, 6.8746689930558205, 7.904974292963743 LBFGS Accumulation History: 3 points Removed measurement cbf09f5 to history. Total: 3 th(0)=0.8698898181319237;dx=-1.4506062040943744E-8 New Minimum: 0.8698898181319237 > -0.5893731638789177 END: th(1.6843397559414053E8)=-0.5893731638789177; dx=-1.2353443199522843E-9 evalInputDelta=1.4592629820108414 Fitness changed from 0.8698898181319237 to -0.5893731638789177 Iteration 5 complete. Error: -0.5893731638789177 Total: 106.8085; Orientation: 0.6384; Line Search: 71.1901 Iteration 5 ![Iteration 5](etc/a3432935-829c-4e84-bb94-f36ecf10f64c.jpg) Adding measurement 3ba9b3fb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.678e+03, gradient 8.767e-05, dot -0.245; [1332a3f9-693d-4a9d-8a08-4dfeba58cfae = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.5893731638789177, 5.315513156354427, 6.8746689930558205, 7.904974292963743 LBFGS Accumulation History: 3 points Removed measurement 3ba9b3fb to history. Total: 3 th(0)=-0.5893731638789177;dx=-6.957901912200808E-9 Armijo: th(3.6288000000000006E8)=0.2357146143913269; dx=1.3644356992820543E-9 evalInputDelta=-0.8250877782702446 New Minimum: -0.5893731638789177 > -1.392925351858139 END: th(1.8144000000000003E8)=-1.392925351858139; dx=-5.004256223106232E-10 evalInputDelta=0.8035521879792213 Fitness changed from -0.5893731638789177 to -1.392925351858139 Iteration 6 complete. Error: -1.392925351858139 Total: 142.1291; Orientation: 0.6366; Line Search: 106.2501 Adding measurement 1ec90041 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.401e+03, gradient 6.586e-05, dot -0.254; [1332a3f9-693d-4a9d-8a08-4dfeba58cfae = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.392925351858139, 5.315513156354427, 6.8746689930558205, 7.904974292963743 LBFGS Accumulation History: 3 points Removed measurement 1ec90041 to history. Total: 3 th(0)=-1.392925351858139;dx=-4.371901148621237E-9 Armijo: th(3.909006301593851E8)=-0.48831657320261; dx=7.868685002913886E-10 evalInputDelta=-0.904608778655529 New Minimum: -1.392925351858139 > -1.638194590806961 END: th(1.9545031507969254E8)=-1.638194590806961; dx=-4.2219556268861955E-10 evalInputDelta=0.24526923894882202 Fitness changed from -1.392925351858139 to -1.638194590806961 Iteration 7 complete. Error: -1.638194590806961 Total: 141.3898; Orientation: 0.6391; Line Search: 105.3600 Adding measurement 62f9e985 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.360e+03, gradient 5.941e-05, dot -0.219; [1332a3f9-693d-4a9d-8a08-4dfeba58cfae = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.638194590806961, 5.315513156354427, 6.8746689930558205, 7.904974292963743 LBFGS Accumulation History: 3 points Removed measurement 62f9e985 to history. Total: 3 th(0)=-1.638194590806961;dx=-3.5706278164248744E-9 Armijo: th(4.2108493898535144E8)=-0.9709804803133011; dx=8.368027146871895E-10 evalInputDelta=-0.66721411049366 New Minimum: -1.638194590806961 > -1.8931373804807663 END: th(2.1054246949267572E8)=-1.8931373804807663; dx=-3.119339894640505E-10 evalInputDelta=0.25494278967380524 Fitness changed from -1.638194590806961 to -1.8931373804807663 Iteration 8 complete. Error: -1.8931373804807663 Total: 139.5667; Orientation: 0.7528; Line Search: 104.4831 Adding measurement 5c5c208c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.384e+03, gradient 5.478e-05, dot -0.336; [1332a3f9-693d-4a9d-8a08-4dfeba58cfae = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.8931373804807663, 5.315513156354427, 6.8746689930558205, 7.904974292963743 LBFGS Accumulation History: 3 points Removed measurement 5c5c208c to history. Total: 3 th(0)=-1.8931373804807663;dx=-3.0124720504597613E-9 Armijo: th(4.536000000000002E8)=-0.8873300701379776; dx=1.0034757703162004E-9 evalInputDelta=-1.0058073103427887 New Minimum: -1.8931373804807663 > -2.1024896055459976 END: th(2.268000000000001E8)=-2.1024896055459976; dx=-5.385312617048484E-11 evalInputDelta=0.20935222506523132 Fitness changed from -1.8931373804807663 to -2.1024896055459976 Iteration 9 complete. Error: -2.1024896055459976 Total: 141.1245; Orientation: 0.6333; Line Search: 106.1472 Adding measurement 4adf55f2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.900e+03, gradient 5.820e-05, dot -0.197; [1332a3f9-693d-4a9d-8a08-4dfeba58cfae = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.1024896055459976, 5.315513156354427, 6.8746689930558205, 7.904974292963743 LBFGS Accumulation History: 3 points Removed measurement 4adf55f2 to history. Total: 3 th(0)=-2.1024896055459976;dx=-3.377063319345046E-9 Armijo: th(4.8862578769923145E8)=-0.535228006541729; dx=1.2785889668812793E-9 evalInputDelta=-1.5672615990042686 New Minimum: -2.1024896055459976 > -2.1582388132810593 WOLF (strong): th(2.4431289384961572E8)=-2.1582388132810593; dx=2.2459029422239081E-10 evalInputDelta=0.055749207735061646 New Minimum: -2.1582388132810593 > -2.3867678493261337 END: th(8.143763128320524E7)=-2.3867678493261337; dx=-1.0702721821891497E-9 evalInputDelta=0.2842782437801361 Fitness changed from -2.1024896055459976 to -2.3867678493261337 Iteration 10 complete. Error: -2.3867678493261337 Total: 175.3189; Orientation: 0.6360; Line Search: 139.0086 Iteration 10 ![Iteration 10](etc/066e1721-3114-497a-868d-7fb661c64a1b.jpg) Final threshold in iteration 11: -2.3867678493261337 (> -Infinity) after 1664.721s (< 1800.000s)