Reset training subject: 606140033538 Reset training subject: 610581895738 Adding measurement 28964c9a to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=15.346996769309044;dx=-3.016019178423283E-6 New Minimum: 15.346996769309044 > 15.346990957856178 WOLFE (weak): th(2.154434690031884)=15.346990957856178; dx=-3.0107883870296313E-6 evalInputDelta=5.811452865600586E-6 New Minimum: 15.346990957856178 > 15.346983969211578 WOLFE (weak): th(4.308869380063768)=15.346983969211578; dx=-3.017672350317151E-6 evalInputDelta=1.2800097465515137E-5 New Minimum: 15.346983969211578 > 15.346957802772522 WOLFE (weak): th(12.926608140191302)=15.346957802772522; dx=-3.020895604363414E-6 evalInputDelta=3.896653652191162E-5 New Minimum: 15.346957802772522 > 15.346841230988503 WOLFE (weak): th(51.70643256076521)=15.346841230988503; dx=-3.0242978570638224E-6 evalInputDelta=1.5553832054138184E-4 New Minimum: 15.346841230988503 > 15.346215695142746 WOLFE (weak): th(258.53216280382605)=15.346215695142746; dx=-3.016413570878956E-6 evalInputDelta=7.810741662979126E-4 New Minimum: 15.346215695142746 > 15.342315286397934 WOLFE (weak): th(1551.1929768229563)=15.342315286397934; dx=-3.0079475662157363E-6 evalInputDelta=0.004681482911109924 New Minimum: 15.342315286397934 > 15.314510181546211 WOLFE (weak): th(10858.350837760694)=15.314510181546211; dx=-2.9814799280322095E-6 evalInputDelta=0.03248658776283264 New Minimum: 15.314510181546211 > 15.094446778297424 WOLFE (weak): th(86866.80670208555)=15.094446778297424; dx=-2.7544271610370264E-6 evalInputDelta=0.25254999101161957 New Minimum: 15.094446778297424 > 13.813534930348396 END: th(781801.26031877)=13.813534930348396; dx=-9.454631578068813E-7 evalInputDelta=1.5334618389606476 Fitness changed from 15.346996769309044 to 13.813534930348396 Iteration 1 complete. Error: 13.813534930348396 Total: 53.9149; Orientation: 0.0108; Line Search: 41.4056 Iteration 1 ![Iteration 1](etc/cad36df6-7560-42f3-bf5b-54f63282e39a.jpg) Adding measurement 7a71ec96 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=13.813534930348396;dx=-1.5462523831538886E-6 New Minimum: 13.813534930348396 > 12.61956886947155 END: th(1684339.7559414052)=12.61956886947155; dx=-4.1204477649568944E-7 evalInputDelta=1.1939660608768463 Fitness changed from 13.813534930348396 to 12.61956886947155 Iteration 2 complete. Error: 12.61956886947155 Total: 12.2088; Orientation: 0.0090; Line Search: 8.1732 Iteration 2 ![Iteration 2](etc/f9a741c6-566b-46ba-aadd-b217b7773c72.jpg) Adding measurement 53b3818a to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=12.61956886947155;dx=-2.629406136009204E-6 Armijo: th(3628800.0)=13.100079461932182; dx=-1.1996699877056889E-8 evalInputDelta=-0.4805105924606323 New Minimum: 12.61956886947155 > 11.899403259158134 END: th(1814400.0)=11.899403259158134; dx=-2.522651436367592E-7 evalInputDelta=0.7201656103134155 Fitness changed from 12.61956886947155 to 11.899403259158134 Iteration 3 complete. Error: 11.899403259158134 Total: 16.4657; Orientation: 0.0091; Line Search: 12.6346 Iteration 3 ![Iteration 3](etc/75d9a9e2-10d6-4479-bdbe-1b0478d02b35.jpg) Adding measurement 7e6e9ce2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.468e+03, gradient 1.141e-03, dot -0.374; [f6d0e76e-69ce-4bb3-8a6a-f9a367694109 = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.899403259158134, 12.61956886947155, 13.813534930348396, 15.346996769309044 LBFGS Accumulation History: 3 points Removed measurement 7e6e9ce2 to history. Total: 3 th(0)=11.899403259158134;dx=-1.2802245399957262E-6 Armijo: th(3909006.30159385)=12.750891983509064; dx=1.7295815683440907E-8 evalInputDelta=-0.8514887243509293 New Minimum: 11.899403259158134 > 11.532029300928116 END: th(1954503.150796925)=11.532029300928116; dx=-1.545777861426448E-7 evalInputDelta=0.3673739582300186 Fitness changed from 11.899403259158134 to 11.532029300928116 Iteration 4 complete. Error: 11.532029300928116 Total: 16.7267; Orientation: 0.2322; Line Search: 12.3868 Iteration 4 ![Iteration 4](etc/d1fe0578-d675-447f-8086-0be54da16946.jpg) Adding measurement 3709eac9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.214e+03, gradient 9.859e-04, dot -0.362; [f6d0e76e-69ce-4bb3-8a6a-f9a367694109 = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.532029300928116, 12.61956886947155, 13.813534930348396, 15.346996769309044 LBFGS Accumulation History: 3 points Removed measurement 3709eac9 to history. Total: 3 th(0)=11.532029300928116;dx=-9.570063884422645E-7 Armijo: th(4210849.389853513)=12.596793323755264; dx=3.8548261853618585E-8 evalInputDelta=-1.0647640228271484 New Minimum: 11.532029300928116 > 10.954925417900085 END: th(2105424.6949267564)=10.954925417900085; dx=-1.2842292810706546E-7 evalInputDelta=0.5771038830280304 Fitness changed from 11.532029300928116 to 10.954925417900085 Iteration 5 complete. Error: 10.954925417900085 Total: 16.0282; Orientation: 0.2142; Line Search: 11.6897 Iteration 5 ![Iteration 5](etc/f3fad7d7-69d3-4859-b451-e00eef043ff1.jpg) Adding measurement 1aaa4e50 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.734e+03, gradient 8.745e-04, dot -0.349; [f6d0e76e-69ce-4bb3-8a6a-f9a367694109 = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.954925417900085, 12.61956886947155, 13.813534930348396, 15.346996769309044 LBFGS Accumulation History: 3 points Removed measurement 1aaa4e50 to history. Total: 3 th(0)=10.954925417900085;dx=-7.438322042317576E-7 Armijo: th(4536000.0)=11.827023044228554; dx=3.4638285896018355E-9 evalInputDelta=-0.8720976263284683 New Minimum: 10.954925417900085 > 10.39971961081028 END: th(2268000.0)=10.39971961081028; dx=-1.0317995673666135E-7 evalInputDelta=0.5552058070898056 Fitness changed from 10.954925417900085 to 10.39971961081028 Iteration 6 complete. Error: 10.39971961081028 Total: 18.3170; Orientation: 0.2769; Line Search: 13.5375 Adding measurement 47213da4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.676e+03, gradient 8.838e-04, dot -0.343; [f6d0e76e-69ce-4bb3-8a6a-f9a367694109 = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.39971961081028, 12.61956886947155, 13.813534930348396, 15.346996769309044 LBFGS Accumulation History: 3 points Removed measurement 47213da4 to history. Total: 3 th(0)=10.39971961081028;dx=-7.662963778832953E-7 Armijo: th(4886257.876992312)=13.615876227617264; dx=1.5017112735686233E-7 evalInputDelta=-3.216156616806984 Armijo: th(2443128.938496156)=11.11817729473114; dx=1.8997121294519025E-7 evalInputDelta=-0.7184576839208603 New Minimum: 10.39971961081028 > 9.913836389780045 END: th(814376.312832052)=9.913836389780045; dx=-2.0870687367972566E-7 evalInputDelta=0.4858832210302353 Fitness changed from 10.39971961081028 to 9.913836389780045 Iteration 7 complete. Error: 9.913836389780045 Total: 20.4734; Orientation: 0.2538; Line Search: 16.2434 Adding measurement 307ede2e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.542e+03, gradient 8.697e-04, dot -0.340; [f6d0e76e-69ce-4bb3-8a6a-f9a367694109 = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.913836389780045, 12.61956886947155, 13.813534930348396, 15.346996769309044 LBFGS Accumulation History: 3 points Removed measurement 307ede2e to history. Total: 3 th(0)=9.913836389780045;dx=-7.181447696747924E-7 New Minimum: 9.913836389780045 > 9.63187962770462 END: th(1754520.5791056305)=9.63187962770462; dx=-1.9212614429105363E-7 evalInputDelta=0.2819567620754242 Fitness changed from 9.913836389780045 to 9.63187962770462 Iteration 8 complete. Error: 9.63187962770462 Total: 12.9083; Orientation: 0.2504; Line Search: 8.3385 Adding measurement 11000d27 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.253e+03, gradient 7.164e-04, dot -0.373; [f6d0e76e-69ce-4bb3-8a6a-f9a367694109 = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.63187962770462, 12.61956886947155, 13.813534930348396, 15.346996769309044 LBFGS Accumulation History: 3 points Removed measurement 11000d27 to history. Total: 3 th(0)=9.63187962770462;dx=-4.895719131592046E-7 Armijo: th(3780000.0000000005)=10.286706283688545; dx=9.461798814706645E-9 evalInputDelta=-0.6548266559839249 New Minimum: 9.63187962770462 > 9.350275605916977 END: th(1890000.0000000002)=9.350275605916977; dx=-1.3145072859005395E-7 evalInputDelta=0.28160402178764343 Fitness changed from 9.63187962770462 to 9.350275605916977 Iteration 9 complete. Error: 9.350275605916977 Total: 17.0717; Orientation: 0.2308; Line Search: 12.5615 Adding measurement 208f66f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.379e+03, gradient 7.133e-04, dot -0.337; [f6d0e76e-69ce-4bb3-8a6a-f9a367694109 = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.350275605916977, 12.61956886947155, 13.813534930348396, 15.346996769309044 LBFGS Accumulation History: 3 points Removed measurement 208f66f to history. Total: 3 th(0)=9.350275605916977;dx=-4.915137050959892E-7 Armijo: th(4071881.564160261)=9.905816361308098; dx=-3.2296623274422277E-9 evalInputDelta=-0.5555407553911209 New Minimum: 9.350275605916977 > 9.163012146949768 END: th(2035940.7820801304)=9.163012146949768; dx=-7.549694261778427E-8 evalInputDelta=0.18726345896720886 Fitness changed from 9.350275605916977 to 9.163012146949768 Iteration 10 complete. Error: 9.163012146949768 Total: 16.9256; Orientation: 0.2330; Line Search: 12.0894 Iteration 10 ![Iteration 10](etc/ab15e36a-04e8-4f43-8ef4-f256316be5f2.jpg) Final threshold in iteration 11: 9.163012146949768 (> -Infinity) after 201.154s (< 1800.000s)