Reset training subject: 17578730922285 Reset training subject: 17581906273521 Adding measurement 34974c3c to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=23.395109459699597;dx=-1.692951695349768E-5 New Minimum: 23.395109459699597 > 23.395040416624397 WOLFE (weak): th(2.154434690031884)=23.395040416624397; dx=-1.8925223202735587E-5 evalInputDelta=6.904307520017028E-5 New Minimum: 23.395040416624397 > 23.39497237361502 WOLFE (weak): th(4.308869380063768)=23.39497237361502; dx=-1.6351416353877305E-5 evalInputDelta=1.3708608457818627E-4 New Minimum: 23.39497237361502 > 23.394698357849848 WOLFE (weak): th(12.926608140191302)=23.394698357849848; dx=-1.631417312687533E-5 evalInputDelta=4.1110184974968433E-4 New Minimum: 23.394698357849848 > 23.393466917681508 WOLFE (weak): th(51.70643256076521)=23.393466917681508; dx=-1.767009574071421E-5 evalInputDelta=0.0016425420180894434 New Minimum: 23.393466917681508 > 23.380729530239478 WOLFE (weak): th(258.53216280382605)=23.380729530239478; dx=-1.8535173642715598E-5 evalInputDelta=0.014379929460119456 New Minimum: 23.380729530239478 > 23.33880372485146 WOLFE (weak): th(1551.1929768229563)=23.33880372485146; dx=-1.8165946279943204E-5 evalInputDelta=0.056305734848137945 New Minimum: 23.33880372485146 > 23.047783961577807 WOLFE (weak): th(10858.350837760694)=23.047783961577807; dx=-1.6289594684037148E-5 evalInputDelta=0.3473254981217906 New Minimum: 23.047783961577807 > 21.652449148125015 END: th(86866.80670208555)=21.652449148125015; dx=-5.97115064476289E-6 evalInputDelta=1.742660311574582 Fitness changed from 23.395109459699597 to 21.652449148125015 Iteration 1 complete. Error: 21.652449148125015 Total: 39.2458; Orientation: 0.0026; Line Search: 29.7769 Iteration 1 ![Iteration 1](etc/aaacf8ab-d8b7-40b2-87a6-df3434ecdcb3.jpg) Adding measurement 68dbe697 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=21.652449148125015;dx=-1.4773625032849412E-5 New Minimum: 21.652449148125015 > 19.260767617961392 END: th(187148.86177126726)=19.260767617961392; dx=-2.8365611399299624E-6 evalInputDelta=2.3916815301636234 Fitness changed from 21.652449148125015 to 19.260767617961392 Iteration 2 complete. Error: 19.260767617961392 Total: 9.5883; Orientation: 0.0025; Line Search: 6.3274 Iteration 2 ![Iteration 2](etc/9c8ca8e4-22b9-464e-83a5-bf2ba62d40df.jpg) Adding measurement 1a90e7bc to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=19.260767617961392;dx=-1.168085761236441E-5 New Minimum: 19.260767617961392 > 16.083551924675703 END: th(403200.00000000006)=16.083551924675703; dx=-2.0866499667782952E-6 evalInputDelta=3.1772156932856888 Fitness changed from 19.260767617961392 to 16.083551924675703 Iteration 3 complete. Error: 16.083551924675703 Total: 9.6337; Orientation: 0.0025; Line Search: 6.4365 Iteration 3 ![Iteration 3](etc/630babd0-5820-4440-921d-a7a3adf021a9.jpg) Adding measurement 3de26e06 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.815e+03, gradient 2.585e-03, dot -0.403; [01803d89-1c5b-47e3-a104-12f5e289f757 = 1.000/1.000e+00] Orientation rejected. Popping history element from 16.083551924675703, 19.260767617961392, 21.652449148125015, 23.395109459699597 LBFGS Accumulation History: 3 points Removed measurement 3de26e06 to history. Total: 3 th(0)=16.083551924675703;dx=-6.365616629037756E-6 New Minimum: 16.083551924675703 > 11.305124355480075 END: th(868668.0670208557)=11.305124355480075; dx=-8.22709353103637E-7 evalInputDelta=4.778427569195628 Fitness changed from 16.083551924675703 to 11.305124355480075 Iteration 4 complete. Error: 11.305124355480075 Total: 10.0549; Orientation: 0.1690; Line Search: 6.7385 Iteration 4 ![Iteration 4](etc/75095a04-b99f-432f-8769-924c96ce6eac.jpg) Adding measurement 635334ed to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.315e+03, gradient 1.257e-03, dot -0.396; [01803d89-1c5b-47e3-a104-12f5e289f757 = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.305124355480075, 19.260767617961392, 21.652449148125015, 23.395109459699597 LBFGS Accumulation History: 3 points Removed measurement 635334ed to history. Total: 3 th(0)=11.305124355480075;dx=-1.3616852237961588E-6 New Minimum: 11.305124355480075 > 7.56008955091238 END: th(1871488.617712673)=7.56008955091238; dx=-2.486747202145775E-7 evalInputDelta=3.7450348045676947 Fitness changed from 11.305124355480075 to 7.56008955091238 Iteration 5 complete. Error: 7.56008955091238 Total: 9.4643; Orientation: 0.0787; Line Search: 6.2210 Iteration 5 ![Iteration 5](etc/577f7321-5239-4e96-a678-6596d01d64cb.jpg) Adding measurement 42a3ecbc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.901e+02, gradient 8.923e-04, dot -0.295; [01803d89-1c5b-47e3-a104-12f5e289f757 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.56008955091238, 19.260767617961392, 21.652449148125015, 23.395109459699597 LBFGS Accumulation History: 3 points Removed measurement 42a3ecbc to history. Total: 3 th(0)=7.56008955091238;dx=-6.483891572445537E-7 New Minimum: 7.56008955091238 > 6.394446976482868 WOLF (strong): th(4032000.0000000014)=6.394446976482868; dx=6.000636242828175E-8 evalInputDelta=1.165642574429512 New Minimum: 6.394446976482868 > 5.869886562228203 END: th(2016000.0000000007)=5.869886562228203; dx=-1.4885075031349373E-7 evalInputDelta=1.6902029886841774 Fitness changed from 7.56008955091238 to 5.869886562228203 Iteration 6 complete. Error: 5.869886562228203 Total: 12.8716; Orientation: 0.0666; Line Search: 9.5914 Adding measurement 397810ce to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.098e+03, gradient 8.506e-04, dot -0.328; [01803d89-1c5b-47e3-a104-12f5e289f757 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.869886562228203, 19.260767617961392, 21.652449148125015, 23.395109459699597 LBFGS Accumulation History: 3 points Removed measurement 397810ce to history. Total: 3 th(0)=5.869886562228203;dx=-6.434232093852387E-7 Armijo: th(4343340.335104279)=5.906411573290825; dx=5.638734054071532E-8 evalInputDelta=-0.03652501106262207 New Minimum: 5.869886562228203 > 4.96549879014492 END: th(2171670.1675521396)=4.96549879014492; dx=-4.028211117258155E-8 evalInputDelta=0.9043877720832825 Fitness changed from 5.869886562228203 to 4.96549879014492 Iteration 7 complete. Error: 4.96549879014492 Total: 13.0182; Orientation: 0.1670; Line Search: 9.6823 Adding measurement 11a63174 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.244e+02, gradient 6.092e-04, dot -0.238; [01803d89-1c5b-47e3-a104-12f5e289f757 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.96549879014492, 19.260767617961392, 21.652449148125015, 23.395109459699597 LBFGS Accumulation History: 3 points Removed measurement 11a63174 to history. Total: 3 th(0)=4.96549879014492;dx=-3.408714323154393E-7 Armijo: th(4678721.544281683)=5.597658157348633; dx=4.1920074957476056E-8 evalInputDelta=-0.6321593672037125 New Minimum: 4.96549879014492 > 4.557891890406609 END: th(2339360.7721408415)=4.557891890406609; dx=-1.723763009610512E-8 evalInputDelta=0.40760689973831177 Fitness changed from 4.96549879014492 to 4.557891890406609 Iteration 8 complete. Error: 4.557891890406609 Total: 14.4810; Orientation: 0.2410; Line Search: 10.9315 Adding measurement 580d151b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.844e+02, gradient 6.442e-04, dot -0.265; [01803d89-1c5b-47e3-a104-12f5e289f757 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.557891890406609, 19.260767617961392, 21.652449148125015, 23.395109459699597 LBFGS Accumulation History: 3 points Removed measurement 580d151b to history. Total: 3 th(0)=4.557891890406609;dx=-3.9418483715649444E-7 Armijo: th(5040000.000000002)=4.974781516939402; dx=1.4303621719604401E-8 evalInputDelta=-0.41688962653279305 New Minimum: 4.557891890406609 > 4.215767242014408 END: th(2520000.000000001)=4.215767242014408; dx=-1.8531982439990276E-8 evalInputDelta=0.34212464839220047 Fitness changed from 4.557891890406609 to 4.215767242014408 Iteration 9 complete. Error: 4.215767242014408 Total: 12.7023; Orientation: 0.0687; Line Search: 9.4456 Adding measurement 191df332 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.133e+02, gradient 5.633e-04, dot -0.231; [01803d89-1c5b-47e3-a104-12f5e289f757 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.215767242014408, 19.260767617961392, 21.652449148125015, 23.395109459699597 LBFGS Accumulation History: 3 points Removed measurement 191df332 to history. Total: 3 th(0)=4.215767242014408;dx=-2.8368021118105523E-7 Armijo: th(5429175.418880349)=4.914069302380085; dx=2.1661671875800386E-8 evalInputDelta=-0.6983020603656769 New Minimum: 4.215767242014408 > 4.029765009880066 END: th(2714587.7094401745)=4.029765009880066; dx=-6.1314527442421E-8 evalInputDelta=0.1860022321343422 Fitness changed from 4.215767242014408 to 4.029765009880066 Iteration 10 complete. Error: 4.029765009880066 Total: 12.8685; Orientation: 0.3460; Line Search: 9.3794 Iteration 10 ![Iteration 10](etc/e0410384-4a14-4d0d-a6b8-48254485582e.jpg) Final threshold in iteration 11: 4.029765009880066 (> -Infinity) after 143.961s (< 1800.000s)