Reset training subject: 1816927761903 Reset training subject: 1820684569080 Adding measurement 1d818172 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=3.196916162967682;dx=-1.229795487038948E-6 New Minimum: 3.196916162967682 > 3.1969120651483536 WOLFE (weak): th(2.154434690031884)=3.1969120651483536; dx=-1.2293384977656327E-6 evalInputDelta=4.0978193283081055E-6 New Minimum: 3.1969120651483536 > 3.196908101439476 WOLFE (weak): th(4.308869380063768)=3.196908101439476; dx=-1.229462070446327E-6 evalInputDelta=8.061528205871582E-6 New Minimum: 3.196908101439476 > 3.196892097592354 WOLFE (weak): th(12.926608140191302)=3.196892097592354; dx=-1.229125721907679E-6 evalInputDelta=2.4065375328063965E-5 New Minimum: 3.196892097592354 > 3.1968209743499756 WOLFE (weak): th(51.70643256076521)=3.1968209743499756; dx=-1.2289544309396781E-6 evalInputDelta=9.518861770629883E-5 New Minimum: 3.1968209743499756 > 3.196440249681473 WOLFE (weak): th(258.53216280382605)=3.196440249681473; dx=-1.228574196140555E-6 evalInputDelta=4.7591328620910645E-4 New Minimum: 3.196440249681473 > 3.194062188267708 WOLFE (weak): th(1551.1929768229563)=3.194062188267708; dx=-1.227567801806925E-6 evalInputDelta=0.00285397469997406 New Minimum: 3.194062188267708 > 3.176998719573021 WOLFE (weak): th(10858.350837760694)=3.176998719573021; dx=-1.2212277862745251E-6 evalInputDelta=0.01991744339466095 New Minimum: 3.176998719573021 > 3.04089118540287 WOLFE (weak): th(86866.80670208555)=3.04089118540287; dx=-1.1713036142827012E-6 evalInputDelta=0.1560249775648117 New Minimum: 3.04089118540287 > 2.0982947647571564 END: th(781801.26031877)=2.0982947647571564; dx=-6.512269688342362E-7 evalInputDelta=1.0986213982105255 Fitness changed from 3.196916162967682 to 2.0982947647571564 Iteration 1 complete. Error: 2.0982947647571564 Total: 36.6734; Orientation: 0.0179; Line Search: 27.1576 Iteration 1 ![Iteration 1](etc/fe8a9c3d-2e18-443d-ab81-216f59619548.jpg) Adding measurement 439754e4 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=2.0982947647571564;dx=-4.723143745800387E-7 New Minimum: 2.0982947647571564 > 1.3735527694225311 END: th(1684339.7559414052)=1.3735527694225311; dx=-1.3546949127645354E-7 evalInputDelta=0.7247419953346252 Fitness changed from 2.0982947647571564 to 1.3735527694225311 Iteration 2 complete. Error: 1.3735527694225311 Total: 8.0023; Orientation: 0.0273; Line Search: 5.2726 Iteration 2 ![Iteration 2](etc/61328daa-a7c9-4ab3-9cec-2d0431069372.jpg) Adding measurement 59da36d9 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=1.3735527694225311;dx=-1.4545403600580712E-7 New Minimum: 1.3735527694225311 > 0.9264297336339951 END: th(3628800.0)=0.9264297336339951; dx=-5.596434850223154E-8 evalInputDelta=0.44712303578853607 Fitness changed from 1.3735527694225311 to 0.9264297336339951 Iteration 3 complete. Error: 0.9264297336339951 Total: 7.8367; Orientation: 0.0175; Line Search: 5.2140 Iteration 3 ![Iteration 3](etc/ddf036a1-7bd6-4355-9af9-33a0f103defa.jpg) Adding measurement 35ad0ef9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.785e+03, gradient 3.152e-04, dot -0.711; [f0afa2fc-6e63-48d1-846f-dc77bfb24b90 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9264297336339951, 1.3735527694225311, 2.0982947647571564, 3.196916162967682 LBFGS Accumulation History: 3 points Removed measurement 35ad0ef9 to history. Total: 3 th(0)=0.9264297336339951;dx=-9.8649764882212E-8 New Minimum: 0.9264297336339951 > 0.8939721584320068 WOLF (strong): th(7818012.6031877)=0.8939721584320068; dx=3.946254342319973E-8 evalInputDelta=0.03245757520198822 New Minimum: 0.8939721584320068 > 0.7323949933052063 END: th(3909006.30159385)=0.7323949933052063; dx=-1.0904593499135982E-8 evalInputDelta=0.19403474032878876 Fitness changed from 0.9264297336339951 to 0.7323949933052063 Iteration 4 complete. Error: 0.7323949933052063 Total: 13.3369; Orientation: 0.3147; Line Search: 10.4131 Iteration 4 ![Iteration 4](etc/7934caff-9de3-4887-a01b-b062a791fe69.jpg) Adding measurement 57e3f989 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.429e+03, gradient 3.733e-04, dot -0.552; [f0afa2fc-6e63-48d1-846f-dc77bfb24b90 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7323949933052063, 1.3735527694225311, 2.0982947647571564, 3.196916162967682 LBFGS Accumulation History: 3 points Removed measurement 57e3f989 to history. Total: 3 th(0)=0.7323949933052063;dx=-1.3775407879583065E-7 Armijo: th(8421698.779707026)=2.237114369869232; dx=3.31421656433074E-7 evalInputDelta=-1.5047193765640259 Armijo: th(4210849.389853513)=0.8088383227586746; dx=1.2835696544549933E-7 evalInputDelta=-0.07644332945346832 New Minimum: 0.7323949933052063 > 0.586926057934761 END: th(1403616.4632845044)=0.586926057934761; dx=-3.709374781338472E-8 evalInputDelta=0.14546893537044525 Fitness changed from 0.7323949933052063 to 0.586926057934761 Iteration 5 complete. Error: 0.586926057934761 Total: 14.4803; Orientation: 0.3777; Line Search: 11.3500 Iteration 5 ![Iteration 5](etc/e24a87ec-1fee-451b-bbb3-961807b954a2.jpg) Adding measurement 171dd4c4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.231e+03, gradient 2.503e-04, dot -0.735; [f0afa2fc-6e63-48d1-846f-dc77bfb24b90 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.586926057934761, 1.3735527694225311, 2.0982947647571564, 3.196916162967682 LBFGS Accumulation History: 3 points Removed measurement 171dd4c4 to history. Total: 3 th(0)=0.586926057934761;dx=-6.178778988728665E-8 New Minimum: 0.586926057934761 > 0.47717736661434174 END: th(3024000.0)=0.47717736661434174; dx=-2.0098661128555052E-8 evalInputDelta=0.10974869132041931 Fitness changed from 0.586926057934761 to 0.47717736661434174 Iteration 6 complete. Error: 0.47717736661434174 Total: 8.2597; Orientation: 0.2142; Line Search: 5.3341 Adding measurement 4723c064 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.519e+03, gradient 2.805e-04, dot -0.612; [f0afa2fc-6e63-48d1-846f-dc77bfb24b90 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.47717736661434174, 1.3735527694225311, 2.0982947647571564, 3.196916162967682 LBFGS Accumulation History: 3 points Removed measurement 4723c064 to history. Total: 3 th(0)=0.47717736661434174;dx=-7.823278395833705E-8 Armijo: th(6515010.502656417)=0.7880144417285919; dx=1.1124675027474876E-7 evalInputDelta=-0.3108370751142502 New Minimum: 0.47717736661434174 > 0.43159206211566925 WOLF (strong): th(3257505.2513282085)=0.43159206211566925; dx=2.6195504281350145E-8 evalInputDelta=0.045585304498672485 New Minimum: 0.43159206211566925 > 0.41051359474658966 END: th(1085835.0837760696)=0.41051359474658966; dx=-3.646563206019794E-8 evalInputDelta=0.06666377186775208 Fitness changed from 0.47717736661434174 to 0.41051359474658966 Iteration 7 complete. Error: 0.41051359474658966 Total: 14.6890; Orientation: 0.3644; Line Search: 11.6603 Adding measurement 473c5a4b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.759e+03, gradient 1.998e-04, dot -0.796; [f0afa2fc-6e63-48d1-846f-dc77bfb24b90 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.41051359474658966, 1.3735527694225311, 2.0982947647571564, 3.196916162967682 LBFGS Accumulation History: 3 points Removed measurement 473c5a4b to history. Total: 3 th(0)=0.41051359474658966;dx=-3.944600145046557E-8 New Minimum: 0.41051359474658966 > 0.3365761935710907 END: th(2339360.772140841)=0.3365761935710907; dx=-3.235261212538493E-8 evalInputDelta=0.07393740117549896 Fitness changed from 0.41051359474658966 to 0.3365761935710907 Iteration 8 complete. Error: 0.3365761935710907 Total: 8.5485; Orientation: 0.2123; Line Search: 5.3040 Adding measurement 447c2291 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.877e+03, gradient 1.908e-04, dot -0.772; [f0afa2fc-6e63-48d1-846f-dc77bfb24b90 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.3365761935710907, 1.3735527694225311, 2.0982947647571564, 3.196916162967682 LBFGS Accumulation History: 3 points Removed measurement 447c2291 to history. Total: 3 th(0)=0.3365761935710907;dx=-3.58557598435093E-8 New Minimum: 0.3365761935710907 > 0.22643554210662842 END: th(5040000.000000001)=0.22643554210662842; dx=-2.1361860011576645E-8 evalInputDelta=0.11014065146446228 Fitness changed from 0.3365761935710907 to 0.22643554210662842 Iteration 9 complete. Error: 0.22643554210662842 Total: 10.0070; Orientation: 0.3932; Line Search: 7.0742 Adding measurement 3ecfda69 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.884e+03, gradient 2.155e-04, dot -0.599; [f0afa2fc-6e63-48d1-846f-dc77bfb24b90 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.22643554210662842, 1.3735527694225311, 2.0982947647571564, 3.196916162967682 LBFGS Accumulation History: 3 points Removed measurement 3ecfda69 to history. Total: 3 th(0)=0.22643554210662842;dx=-4.491891977498481E-8 Armijo: th(1.0858350837760696E7)=0.6460923850536346; dx=6.237842322093635E-8 evalInputDelta=-0.4196568429470062 Armijo: th(5429175.418880348)=0.244646355509758; dx=2.2711544544798667E-8 evalInputDelta=-0.018210813403129578 New Minimum: 0.22643554210662842 > 0.17512375116348267 END: th(1809725.1396267826)=0.17512375116348267; dx=-1.8769579445339977E-8 evalInputDelta=0.05131179094314575 Fitness changed from 0.22643554210662842 to 0.17512375116348267 Iteration 10 complete. Error: 0.17512375116348267 Total: 14.9515; Orientation: 0.2703; Line Search: 11.7576 Iteration 10 ![Iteration 10](etc/b3a4aed6-262f-4e75-a682-9364324c99d7.jpg) Final threshold in iteration 11: 0.17512375116348267 (> -Infinity) after 136.828s (< 3600.000s)