Reset training subject: 24199346630286 Reset training subject: 24202607777319 Adding measurement 507021cc to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=21.881408705958165;dx=-1.551076183885182E-5 New Minimum: 21.881408705958165 > 21.88134461408481 WOLFE (weak): th(2.154434690031884)=21.88134461408481; dx=-1.591891441086462E-5 evalInputDelta=6.409187335520983E-5 New Minimum: 21.88134461408481 > 21.88128020451404 WOLFE (weak): th(4.308869380063768)=21.88128020451404; dx=-1.5993266820822253E-5 evalInputDelta=1.2850144412368536E-4 New Minimum: 21.88128020451404 > 21.88102088624146 WOLFE (weak): th(12.926608140191302)=21.88102088624146; dx=-1.6216869501507506E-5 evalInputDelta=3.87819716706872E-4 New Minimum: 21.88102088624146 > 21.879857570515014 WOLFE (weak): th(51.70643256076521)=21.879857570515014; dx=-1.6139578681441798E-5 evalInputDelta=0.0015511354431509972 New Minimum: 21.879857570515014 > 21.874217070406303 WOLFE (weak): th(258.53216280382605)=21.874217070406303; dx=-1.5584097905270884E-5 evalInputDelta=0.007191635551862419 New Minimum: 21.874217070406303 > 21.839077287120745 WOLFE (weak): th(1551.1929768229563)=21.839077287120745; dx=-1.4066569790759579E-5 evalInputDelta=0.04233141883742064 New Minimum: 21.839077287120745 > 21.56819291273132 WOLFE (weak): th(10858.350837760694)=21.56819291273132; dx=-1.4485132681835475E-5 evalInputDelta=0.31321579322684556 New Minimum: 21.56819291273132 > 20.140269048744813 END: th(86866.80670208555)=20.140269048744813; dx=-7.28327273487983E-6 evalInputDelta=1.7411396572133526 Fitness changed from 21.881408705958165 to 20.140269048744813 Iteration 1 complete. Error: 20.140269048744813 Total: 38.0172; Orientation: 0.0029; Line Search: 28.2227 Iteration 1 ![Iteration 1](etc/985110c0-2c2d-42c3-8843-adfaec42e0db.jpg) Adding measurement 6e60c797 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=20.140269048744813;dx=-9.197280055954644E-6 New Minimum: 20.140269048744813 > 18.09280953160487 END: th(187148.86177126726)=18.09280953160487; dx=-3.3867532578328905E-6 evalInputDelta=2.0474595171399415 Fitness changed from 20.140269048744813 to 18.09280953160487 Iteration 2 complete. Error: 18.09280953160487 Total: 9.5110; Orientation: 0.0030; Line Search: 6.3322 Iteration 2 ![Iteration 2](etc/c6a7084d-cbcf-47a9-a101-a5e5ca852029.jpg) Adding measurement 26bf4d84 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=18.09280953160487;dx=-6.920703477022303E-6 New Minimum: 18.09280953160487 > 15.930258243344724 END: th(403200.00000000006)=15.930258243344724; dx=-1.9939648421959687E-6 evalInputDelta=2.162551288260147 Fitness changed from 18.09280953160487 to 15.930258243344724 Iteration 3 complete. Error: 15.930258243344724 Total: 9.4800; Orientation: 0.0028; Line Search: 6.3159 Iteration 3 ![Iteration 3](etc/5edd0a84-b76a-4664-ac59-a3deb013697a.jpg) Adding measurement 3d5b1b14 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.018e+03, gradient 2.134e-03, dot -0.527; [c02f6b06-b000-4902-8327-f3bed1cf9b45 = 1.000/1.000e+00] Orientation rejected. Popping history element from 15.930258243344724, 18.09280953160487, 20.140269048744813, 21.881408705958165 LBFGS Accumulation History: 3 points Removed measurement 3d5b1b14 to history. Total: 3 th(0)=15.930258243344724;dx=-4.360067475116298E-6 New Minimum: 15.930258243344724 > 13.527375657111406 END: th(868668.0670208557)=13.527375657111406; dx=-1.3414871897442931E-6 evalInputDelta=2.402882586233318 Fitness changed from 15.930258243344724 to 13.527375657111406 Iteration 4 complete. Error: 13.527375657111406 Total: 9.7560; Orientation: 0.1742; Line Search: 6.3244 Iteration 4 ![Iteration 4](etc/57c22968-95a6-48e9-bbd1-9bbfd10a4afa.jpg) Adding measurement 6ebcea9e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.460e+03, gradient 2.086e-03, dot -0.402; [c02f6b06-b000-4902-8327-f3bed1cf9b45 = 1.000/1.000e+00] Orientation rejected. Popping history element from 13.527375657111406, 18.09280953160487, 20.140269048744813, 21.881408705958165 LBFGS Accumulation History: 3 points Removed measurement 6ebcea9e to history. Total: 3 th(0)=13.527375657111406;dx=-3.988044154594816E-6 New Minimum: 13.527375657111406 > 10.7291469424963 END: th(1871488.617712673)=10.7291469424963; dx=-2.5854956638383167E-7 evalInputDelta=2.7982287146151066 Fitness changed from 13.527375657111406 to 10.7291469424963 Iteration 5 complete. Error: 10.7291469424963 Total: 9.6950; Orientation: 0.1506; Line Search: 6.3409 Iteration 5 ![Iteration 5](etc/84c50ae8-36b3-482a-bb23-c44fe06093a4.jpg) Adding measurement aa8c0fd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.504e+03, gradient 1.122e-03, dot -0.289; [c02f6b06-b000-4902-8327-f3bed1cf9b45 = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.7291469424963, 18.09280953160487, 20.140269048744813, 21.881408705958165 LBFGS Accumulation History: 3 points Removed measurement aa8c0fd to history. Total: 3 th(0)=10.7291469424963;dx=-1.1437616572167592E-6 New Minimum: 10.7291469424963 > 8.543554618954659 END: th(4032000.0000000014)=8.543554618954659; dx=-6.962043422306318E-9 evalInputDelta=2.1855923235416412 Fitness changed from 10.7291469424963 to 8.543554618954659 Iteration 6 complete. Error: 8.543554618954659 Total: 9.4979; Orientation: 0.0664; Line Search: 6.3100 Adding measurement 22cc46b5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.374e+02, gradient 7.000e-04, dot -0.248; [c02f6b06-b000-4902-8327-f3bed1cf9b45 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.543554618954659, 18.09280953160487, 20.140269048744813, 21.881408705958165 LBFGS Accumulation History: 3 points Removed measurement 22cc46b5 to history. Total: 3 th(0)=8.543554618954659;dx=-4.304462356527936E-7 Armijo: th(8686680.670208558)=8.625458262860775; dx=9.323415490178701E-8 evalInputDelta=-0.08190364390611649 New Minimum: 8.543554618954659 > 6.335639238357544 END: th(4343340.335104279)=6.335639238357544; dx=-5.573926171704555E-8 evalInputDelta=2.2079153805971146 Fitness changed from 8.543554618954659 to 6.335639238357544 Iteration 7 complete. Error: 6.335639238357544 Total: 14.3440; Orientation: 0.0622; Line Search: 9.5947 Adding measurement 18c0d8f2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.055e+02, gradient 5.807e-04, dot -0.184; [c02f6b06-b000-4902-8327-f3bed1cf9b45 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.335639238357544, 18.09280953160487, 20.140269048744813, 21.881408705958165 LBFGS Accumulation History: 3 points Removed measurement 18c0d8f2 to history. Total: 3 th(0)=6.335639238357544;dx=-3.1574303262049836E-7 Armijo: th(9357443.088563366)=8.302871890366077; dx=5.71333387224554E-8 evalInputDelta=-1.9672326520085335 New Minimum: 6.335639238357544 > 5.444170739501715 END: th(4678721.544281683)=5.444170739501715; dx=-1.1054538036101569E-8 evalInputDelta=0.8914684988558292 Fitness changed from 6.335639238357544 to 5.444170739501715 Iteration 8 complete. Error: 5.444170739501715 Total: 12.6761; Orientation: 0.1599; Line Search: 9.4083 Adding measurement 5e05072c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.220e+02, gradient 5.115e-04, dot -0.172; [c02f6b06-b000-4902-8327-f3bed1cf9b45 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.444170739501715, 18.09280953160487, 20.140269048744813, 21.881408705958165 LBFGS Accumulation History: 3 points Removed measurement 5e05072c to history. Total: 3 th(0)=5.444170739501715;dx=-2.3256291656864572E-7 Armijo: th(1.0080000000000004E7)=7.066626396030188; dx=6.613783670416211E-8 evalInputDelta=-1.622455656528473 New Minimum: 5.444170739501715 > 4.828558824956417 END: th(5040000.000000002)=4.828558824956417; dx=-3.4867818886225215E-9 evalInputDelta=0.6156119145452976 Fitness changed from 5.444170739501715 to 4.828558824956417 Iteration 9 complete. Error: 4.828558824956417 Total: 12.9847; Orientation: 0.1744; Line Search: 9.6288 Adding measurement 195ca0cc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.761e+01, gradient 4.976e-04, dot -0.716; [c02f6b06-b000-4902-8327-f3bed1cf9b45 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.828558824956417, 18.09280953160487, 20.140269048744813, 21.881408705958165 LBFGS Accumulation History: 3 points Removed measurement 195ca0cc to history. Total: 3 th(0)=4.828558824956417;dx=-2.188726613368459E-7 Armijo: th(1.0858350837760698E7)=8.795066706836224; dx=8.467691468952377E-8 evalInputDelta=-3.9665078818798065 Armijo: th(5429175.418880349)=5.573751479387283; dx=6.201716066177549E-8 evalInputDelta=-0.7451926544308662 New Minimum: 4.828558824956417 > 4.2100120931863785 END: th(1809725.139626783)=4.2100120931863785; dx=-8.770485811948709E-8 evalInputDelta=0.6185467317700386 Fitness changed from 4.828558824956417 to 4.2100120931863785 Iteration 10 complete. Error: 4.2100120931863785 Total: 15.8388; Orientation: 0.0636; Line Search: 12.6246 Iteration 10 ![Iteration 10](etc/9aabecac-4982-498a-b4cd-b46be3f8cb7c.jpg) Final threshold in iteration 11: 4.2100120931863785 (> -Infinity) after 141.824s (< 1800.000s)