Reset training subject: 1005360368487 Reset training subject: 1006862567041 Adding measurement 75458b3e to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=25.10103363916278;dx=-1.95690103197968E-6 New Minimum: 25.10103363916278 > 25.10102352127433 WOLFE (weak): th(2.154434690031884)=25.10102352127433; dx=-1.962079047916581E-6 evalInputDelta=1.0117888450622559E-5 New Minimum: 25.10102352127433 > 25.101014596410096 WOLFE (weak): th(4.308869380063768)=25.101014596410096; dx=-1.9979478544787143E-6 evalInputDelta=1.904275268316269E-5 New Minimum: 25.101014596410096 > 25.10097703523934 WOLFE (weak): th(12.926608140191302)=25.10097703523934; dx=-2.002368339736634E-6 evalInputDelta=5.660392343997955E-5 New Minimum: 25.10097703523934 > 25.100808159448206 WOLFE (weak): th(51.70643256076521)=25.100808159448206; dx=-1.9918553798344956E-6 evalInputDelta=2.2547971457242966E-4 New Minimum: 25.100808159448206 > 25.09990667924285 WOLFE (weak): th(258.53216280382605)=25.09990667924285; dx=-1.95404259059218E-6 evalInputDelta=0.0011269599199295044 New Minimum: 25.09990667924285 > 25.09429701883346 WOLFE (weak): th(1551.1929768229563)=25.09429701883346; dx=-1.945361912678177E-6 evalInputDelta=0.006736620329320431 New Minimum: 25.09429701883346 > 25.05417774245143 WOLFE (weak): th(10858.350837760694)=25.05417774245143; dx=-1.8876270815964154E-6 evalInputDelta=0.04685589671134949 New Minimum: 25.05417774245143 > 24.709181608632207 END: th(86866.80670208555)=24.709181608632207; dx=-1.5938588339671619E-6 evalInputDelta=0.39185203053057194 Fitness changed from 25.10103363916278 to 24.709181608632207 Iteration 1 complete. Error: 24.709181608632207 Total: 16.6629; Orientation: 0.0312; Line Search: 12.6056 Iteration 1 ![Iteration 1](etc/c54df343-529f-4ea5-8df6-6c2cdecb8455.jpg) Adding measurement 7231ccf to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=24.709181608632207;dx=-1.701256979095282E-6 New Minimum: 24.709181608632207 > 23.859916491433978 END: th(187148.86177126726)=23.859916491433978; dx=-1.2166430864849811E-6 evalInputDelta=0.8492651171982288 Fitness changed from 24.709181608632207 to 23.859916491433978 Iteration 2 complete. Error: 23.859916491433978 Total: 3.4747; Orientation: 0.0047; Line Search: 2.2011 Iteration 2 ![Iteration 2](etc/7867e38c-9df0-4058-8be9-f0c13efbf990.jpg) Adding measurement 15f809e5 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=23.859916491433978;dx=-1.366145728663161E-6 New Minimum: 23.859916491433978 > 22.19375946559012 END: th(403200.00000000006)=22.19375946559012; dx=-8.966963291438206E-7 evalInputDelta=1.6661570258438587 Fitness changed from 23.859916491433978 to 22.19375946559012 Iteration 3 complete. Error: 22.19375946559012 Total: 4.2682; Orientation: 0.0033; Line Search: 3.0456 Iteration 3 ![Iteration 3](etc/b6b4e3df-a445-499b-99e0-687e462116fc.jpg) Adding measurement 4909f6c8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.158e+03, gradient 1.167e-03, dot -0.636; [0bea7be4-af40-4a41-b537-662987ef251d = 1.000/1.000e+00] Orientation rejected. Popping history element from 22.19375946559012, 23.859916491433978, 24.709181608632207, 25.10103363916278 LBFGS Accumulation History: 3 points Removed measurement 4909f6c8 to history. Total: 3 th(0)=22.19375946559012;dx=-1.335873110186161E-6 New Minimum: 22.19375946559012 > 19.0600143969059 END: th(868668.0670208557)=19.0600143969059; dx=-7.571120218467449E-7 evalInputDelta=3.1337450686842203 Fitness changed from 22.19375946559012 to 19.0600143969059 Iteration 4 complete. Error: 19.0600143969059 Total: 3.9926; Orientation: 0.1312; Line Search: 2.4440 Iteration 4 ![Iteration 4](etc/cf0f32fd-dadb-4d8f-b9f8-9adbd46584f2.jpg) Adding measurement 644b8e8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.057e+03, gradient 1.021e-03, dot -0.639; [0bea7be4-af40-4a41-b537-662987ef251d = 1.000/1.000e+00] Orientation rejected. Popping history element from 19.0600143969059, 23.859916491433978, 24.709181608632207, 25.10103363916278 LBFGS Accumulation History: 3 points Removed measurement 644b8e8 to history. Total: 3 th(0)=19.0600143969059;dx=-9.934277285183908E-7 New Minimum: 19.0600143969059 > 14.31094265729189 END: th(1871488.617712673)=14.31094265729189; dx=-5.397195443126761E-7 evalInputDelta=4.74907173961401 Fitness changed from 19.0600143969059 to 14.31094265729189 Iteration 5 complete. Error: 14.31094265729189 Total: 3.7063; Orientation: 0.0706; Line Search: 2.3655 Iteration 5 ![Iteration 5](etc/62360b05-90fe-4b06-a160-bff75d29fa7f.jpg) Adding measurement 44666c72 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.026e+04, gradient 8.493e-04, dot -0.630; [0bea7be4-af40-4a41-b537-662987ef251d = 1.000/1.000e+00] Orientation rejected. Popping history element from 14.31094265729189, 23.859916491433978, 24.709181608632207, 25.10103363916278 LBFGS Accumulation History: 3 points Removed measurement 44666c72 to history. Total: 3 th(0)=14.31094265729189;dx=-6.976582981137953E-7 New Minimum: 14.31094265729189 > 8.649844534695148 END: th(4032000.0000000014)=8.649844534695148; dx=-2.596174777180203E-7 evalInputDelta=5.661098122596741 Fitness changed from 14.31094265729189 to 8.649844534695148 Iteration 6 complete. Error: 8.649844534695148 Total: 3.7444; Orientation: 0.0806; Line Search: 2.5277 Adding measurement 5d937d58 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.014e+03, gradient 5.639e-04, dot -0.492; [0bea7be4-af40-4a41-b537-662987ef251d = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.649844534695148, 23.859916491433978, 24.709181608632207, 25.10103363916278 LBFGS Accumulation History: 3 points Removed measurement 5d937d58 to history. Total: 3 th(0)=8.649844534695148;dx=-3.0525979024177783E-7 New Minimum: 8.649844534695148 > 7.071918457746506 END: th(8686680.670208558)=7.071918457746506; dx=-3.3460492184377865E-8 evalInputDelta=1.5779260769486427 Fitness changed from 8.649844534695148 to 7.071918457746506 Iteration 7 complete. Error: 7.071918457746506 Total: 4.6045; Orientation: 0.2070; Line Search: 2.5057 Adding measurement 2d570abe to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.267e+02, gradient 3.479e-04, dot -0.147; [0bea7be4-af40-4a41-b537-662987ef251d = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.071918457746506, 23.859916491433978, 24.709181608632207, 25.10103363916278 LBFGS Accumulation History: 3 points Removed measurement 2d570abe to history. Total: 3 th(0)=7.071918457746506;dx=-1.1666569034157736E-7 New Minimum: 7.071918457746506 > 6.030641257762909 END: th(1.871488617712673E7)=6.030641257762909; dx=-6.616142041349852E-9 evalInputDelta=1.0412771999835968 Fitness changed from 7.071918457746506 to 6.030641257762909 Iteration 8 complete. Error: 6.030641257762909 Total: 3.6868; Orientation: 0.0430; Line Search: 2.3860 Adding measurement 4a4a3a07 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.298e+03, gradient 3.962e-04, dot -0.131; [0bea7be4-af40-4a41-b537-662987ef251d = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.030641257762909, 23.859916491433978, 24.709181608632207, 25.10103363916278 LBFGS Accumulation History: 3 points Removed measurement 4a4a3a07 to history. Total: 3 th(0)=6.030641257762909;dx=-1.5179745389231419E-7 Armijo: th(4.0320000000000015E7)=16.895887345075607; dx=4.76900877722317E-8 evalInputDelta=-10.865246087312698 Armijo: th(2.0160000000000007E7)=8.242384791374207; dx=3.149960904824147E-8 evalInputDelta=-2.2117435336112976 New Minimum: 6.030641257762909 > 5.421808138489723 END: th(6720000.000000003)=5.421808138489723; dx=-2.9094703354732923E-8 evalInputDelta=0.6088331192731857 Fitness changed from 6.030641257762909 to 5.421808138489723 Iteration 9 complete. Error: 5.421808138489723 Total: 6.7728; Orientation: 0.0426; Line Search: 5.4710 Adding measurement 69955105 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.356e+02, gradient 2.831e-04, dot -0.104; [0bea7be4-af40-4a41-b537-662987ef251d = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.421808138489723, 23.859916491433978, 24.709181608632207, 25.10103363916278 LBFGS Accumulation History: 3 points Removed measurement 69955105 to history. Total: 3 th(0)=5.421808138489723;dx=-7.8028322805996E-8 Armijo: th(1.4477801117014265E7)=6.187700271606445; dx=2.5504228881231566E-8 evalInputDelta=-0.7658921331167221 New Minimum: 5.421808138489723 > 4.903902247548103 WOLF (strong): th(7238900.558507132)=4.903902247548103; dx=1.4414114330094175E-8 evalInputDelta=0.5179058909416199 END: th(2412966.8528357106)=4.924452409148216; dx=-5.1220027729455956E-8 evalInputDelta=0.49735572934150696 Fitness changed from 5.421808138489723 to 4.903902247548103 Iteration 10 complete. Error: 4.903902247548103 Total: 5.7853; Orientation: 0.0443; Line Search: 4.6243 Iteration 10 ![Iteration 10](etc/6341281a-8ebd-4775-8140-68789fe2c813.jpg) Final threshold in iteration 11: 4.903902247548103 (> -Infinity) after 56.712s (< 1800.000s)