Reset training subject: 2331960720214 Reset training subject: 2340301349494 Adding measurement 4a671cc1 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=12.845192298293114;dx=-4.43086767092264E-7 New Minimum: 12.845192298293114 > 12.845191113650799 WOLFE (weak): th(2.154434690031884)=12.845191113650799; dx=-4.4183102480168745E-7 evalInputDelta=1.1846423149108887E-6 New Minimum: 12.845191113650799 > 12.845189839601517 WOLFE (weak): th(4.308869380063768)=12.845189839601517; dx=-4.3426159284843736E-7 evalInputDelta=2.4586915969848633E-6 New Minimum: 12.845189839601517 > 12.845184721052647 WOLFE (weak): th(12.926608140191302)=12.845184721052647; dx=-4.406445076485779E-7 evalInputDelta=7.577240467071533E-6 New Minimum: 12.845184721052647 > 12.845161698758602 WOLFE (weak): th(51.70643256076521)=12.845161698758602; dx=-4.389433094052857E-7 evalInputDelta=3.059953451156616E-5 New Minimum: 12.845161698758602 > 12.845039747655392 WOLFE (weak): th(258.53216280382605)=12.845039747655392; dx=-4.415660324739115E-7 evalInputDelta=1.5255063772201538E-4 New Minimum: 12.845039747655392 > 12.844277612864971 WOLFE (weak): th(1551.1929768229563)=12.844277612864971; dx=-4.390238373189055E-7 evalInputDelta=9.146854281425476E-4 New Minimum: 12.844277612864971 > 12.838793851435184 WOLFE (weak): th(10858.350837760694)=12.838793851435184; dx=-4.3933053109091234E-7 evalInputDelta=0.00639844685792923 New Minimum: 12.838793851435184 > 12.794862575829029 WOLFE (weak): th(86866.80670208555)=12.794862575829029; dx=-4.1829563485710726E-7 evalInputDelta=0.050329722464084625 New Minimum: 12.794862575829029 > 12.442799597978592 END: th(781801.26031877)=12.442799597978592; dx=-2.930175205435378E-7 evalInputDelta=0.4023927003145218 Fitness changed from 12.845192298293114 to 12.442799597978592 Iteration 1 complete. Error: 12.442799597978592 Total: 99.7454; Orientation: 0.0297; Line Search: 76.7288 Iteration 1 ![Iteration 1](etc/d85403c3-3c63-4609-9924-2d9af373d928.jpg) Adding measurement 6f58c66c to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=12.442799597978592;dx=-2.6330810902218174E-7 New Minimum: 12.442799597978592 > 11.84547995775938 END: th(1684339.7559414052)=11.84547995775938; dx=-1.8564524508444602E-7 evalInputDelta=0.5973196402192116 Fitness changed from 12.442799597978592 to 11.84547995775938 Iteration 2 complete. Error: 11.84547995775938 Total: 23.3740; Orientation: 0.0268; Line Search: 15.2127 Iteration 2 ![Iteration 2](etc/fdf0b6ad-c7f3-4756-96fb-211840eab21c.jpg) Adding measurement 6e6e5ec6 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=11.84547995775938;dx=-1.9558682544129653E-7 New Minimum: 11.84547995775938 > 11.05024042725563 END: th(3628800.0)=11.05024042725563; dx=-1.2662230268146336E-7 evalInputDelta=0.7952395305037498 Fitness changed from 11.84547995775938 to 11.05024042725563 Iteration 3 complete. Error: 11.05024042725563 Total: 22.7428; Orientation: 0.0286; Line Search: 14.8136 Iteration 3 ![Iteration 3](etc/adcf718d-ad88-4eaa-9c0b-737bb8835542.jpg) Adding measurement 1225fb7e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.991e+03, gradient 3.801e-04, dot -0.806; [d178371a-9501-4e3c-8125-07a0786e2837 = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.05024042725563, 11.84547995775938, 12.442799597978592, 12.845192298293114 LBFGS Accumulation History: 3 points Removed measurement 1225fb7e to history. Total: 3 th(0)=11.05024042725563;dx=-1.4263953746574607E-7 New Minimum: 11.05024042725563 > 10.013902604579926 END: th(7818012.6031877)=10.013902604579926; dx=-7.046756225933729E-8 evalInputDelta=1.036337822675705 Fitness changed from 11.05024042725563 to 10.013902604579926 Iteration 4 complete. Error: 10.013902604579926 Total: 23.8435; Orientation: 0.3981; Line Search: 15.2215 Iteration 4 ![Iteration 4](etc/a8c1aed9-b120-49c3-baff-2a30265d6902.jpg) Adding measurement 3a81277b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.053e+03, gradient 3.274e-04, dot -0.619; [d178371a-9501-4e3c-8125-07a0786e2837 = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.013902604579926, 11.84547995775938, 12.442799597978592, 12.845192298293114 LBFGS Accumulation History: 3 points Removed measurement 3a81277b to history. Total: 3 th(0)=10.013902604579926;dx=-1.0456211980849069E-7 New Minimum: 10.013902604579926 > 8.858910471200943 END: th(1.684339755941405E7)=8.858910471200943; dx=-3.429473218418176E-8 evalInputDelta=1.1549921333789825 Fitness changed from 10.013902604579926 to 8.858910471200943 Iteration 5 complete. Error: 8.858910471200943 Total: 23.3374; Orientation: 0.4108; Line Search: 15.4386 Iteration 5 ![Iteration 5](etc/4b9ea60d-5714-4ce8-8d0b-fa2afbfe828f.jpg) Adding measurement 1f7b0303 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.136e+03, gradient 2.734e-04, dot -0.461; [d178371a-9501-4e3c-8125-07a0786e2837 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.858910471200943, 11.84547995775938, 12.442799597978592, 12.845192298293114 LBFGS Accumulation History: 3 points Removed measurement 1f7b0303 to history. Total: 3 th(0)=8.858910471200943;dx=-7.344731297739554E-8 New Minimum: 8.858910471200943 > 7.634456530213356 END: th(3.6288E7)=7.634456530213356; dx=-1.5832612240989707E-8 evalInputDelta=1.224453940987587 Fitness changed from 8.858910471200943 to 7.634456530213356 Iteration 6 complete. Error: 7.634456530213356 Total: 24.2297; Orientation: 0.4688; Line Search: 15.3502 Adding measurement 3d309b43 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.846e+03, gradient 2.411e-04, dot -0.329; [d178371a-9501-4e3c-8125-07a0786e2837 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.634456530213356, 11.84547995775938, 12.442799597978592, 12.845192298293114 LBFGS Accumulation History: 3 points Removed measurement 3d309b43 to history. Total: 3 th(0)=7.634456530213356;dx=-5.7277534150212706E-8 Armijo: th(7.8180126031877E7)=8.576806336641312; dx=2.6284484157211973E-9 evalInputDelta=-0.9423498064279556 New Minimum: 7.634456530213356 > 6.826852709054947 END: th(3.90900630159385E7)=6.826852709054947; dx=-4.970181109392322E-9 evalInputDelta=0.8076038211584091 Fitness changed from 7.634456530213356 to 6.826852709054947 Iteration 7 complete. Error: 6.826852709054947 Total: 31.5085; Orientation: 0.4015; Line Search: 23.3238 Adding measurement 2b2ba481 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.684e+03, gradient 2.655e-04, dot -0.215; [d178371a-9501-4e3c-8125-07a0786e2837 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.826852709054947, 11.84547995775938, 12.442799597978592, 12.845192298293114 LBFGS Accumulation History: 3 points Removed measurement 2b2ba481 to history. Total: 3 th(0)=6.826852709054947;dx=-6.98575860094246E-8 Armijo: th(8.421698779707026E7)=8.483419716358185; dx=4.4736534347517175E-9 evalInputDelta=-1.656567007303238 New Minimum: 6.826852709054947 > 6.530422404408455 END: th(4.210849389853513E7)=6.530422404408455; dx=-1.0781206501189746E-9 evalInputDelta=0.296430304646492 Fitness changed from 6.826852709054947 to 6.530422404408455 Iteration 8 complete. Error: 6.530422404408455 Total: 31.6747; Orientation: 0.3953; Line Search: 23.3053 Adding measurement 76614765 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.244e+03, gradient 1.885e-04, dot -0.185; [d178371a-9501-4e3c-8125-07a0786e2837 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.530422404408455, 11.84547995775938, 12.442799597978592, 12.845192298293114 LBFGS Accumulation History: 3 points Removed measurement 76614765 to history. Total: 3 th(0)=6.530422404408455;dx=-3.50819640156382E-8 Armijo: th(9.072000000000001E7)=7.456364691257477; dx=2.6985907633887497E-9 evalInputDelta=-0.9259422868490219 New Minimum: 6.530422404408455 > 5.936449706554413 END: th(4.536000000000001E7)=5.936449706554413; dx=-5.447687741806557E-9 evalInputDelta=0.593972697854042 Fitness changed from 6.530422404408455 to 5.936449706554413 Iteration 9 complete. Error: 5.936449706554413 Total: 31.9241; Orientation: 0.3935; Line Search: 24.5598 Adding measurement dfe93db to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.356e+03, gradient 1.547e-04, dot -0.186; [d178371a-9501-4e3c-8125-07a0786e2837 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.936449706554413, 11.84547995775938, 12.442799597978592, 12.845192298293114 LBFGS Accumulation History: 3 points Removed measurement dfe93db to history. Total: 3 th(0)=5.936449706554413;dx=-2.3575054334187302E-8 Armijo: th(9.772515753984627E7)=7.108692407608032; dx=1.6948964208387394E-9 evalInputDelta=-1.1722427010536194 New Minimum: 5.936449706554413 > 5.620206966996193 END: th(4.8862578769923136E7)=5.620206966996193; dx=-2.6213489889433666E-9 evalInputDelta=0.3162427395582199 Fitness changed from 5.936449706554413 to 5.620206966996193 Iteration 10 complete. Error: 5.620206966996193 Total: 30.9503; Orientation: 0.5154; Line Search: 22.9438 Iteration 10 ![Iteration 10](etc/04f4360e-21d4-44fb-99b4-7d8200985a96.jpg) Final threshold in iteration 11: 5.620206966996193 (> -Infinity) after 343.450s (< 1800.000s)