Reset training subject: 3058735079624 Reset training subject: 3062089295237 Adding measurement 5572c25b to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=10.127149611711502;dx=-1.374293303815371E-6 New Minimum: 10.127149611711502 > 10.127148009836674 WOLFE (weak): th(2.154434690031884)=10.127148009836674; dx=-1.3742900960429905E-6 evalInputDelta=1.601874828338623E-6 New Minimum: 10.127148009836674 > 10.127145774662495 WOLFE (weak): th(4.308869380063768)=10.127145774662495; dx=-1.374286332786679E-6 evalInputDelta=3.8370490074157715E-6 New Minimum: 10.127145774662495 > 10.127137780189514 WOLFE (weak): th(12.926608140191302)=10.127137780189514; dx=-1.3742784392663744E-6 evalInputDelta=1.1831521987915039E-5 New Minimum: 10.127137780189514 > 10.127102054655552 WOLFE (weak): th(51.70643256076521)=10.127102054655552; dx=-1.3742488252119675E-6 evalInputDelta=4.7557055950164795E-5 New Minimum: 10.127102054655552 > 10.126911737024784 WOLFE (weak): th(258.53216280382605)=10.126911737024784; dx=-1.373885399626199E-6 evalInputDelta=2.3787468671798706E-4 New Minimum: 10.126911737024784 > 10.125723011791706 WOLFE (weak): th(1551.1929768229563)=10.125723011791706; dx=-1.37287798839926E-6 evalInputDelta=0.00142659991979599 New Minimum: 10.125723011791706 > 10.117177188396454 WOLFE (weak): th(10858.350837760694)=10.117177188396454; dx=-1.3674668630003234E-6 evalInputDelta=0.009972423315048218 New Minimum: 10.117177188396454 > 10.048468112945557 WOLFE (weak): th(86866.80670208555)=10.048468112945557; dx=-1.3189441167002825E-6 evalInputDelta=0.07868149876594543 New Minimum: 10.048468112945557 > 9.526922106742859 END: th(781801.26031877)=9.526922106742859; dx=-9.071342963588093E-7 evalInputDelta=0.6002275049686432 Fitness changed from 10.127149611711502 to 9.526922106742859 Iteration 1 complete. Error: 9.526922106742859 Total: 45.0483; Orientation: 0.0127; Line Search: 34.8615 Iteration 1 ![Iteration 1](etc/ad577239-ce69-4f9d-b393-fb47cd0762b9.jpg) Adding measurement 471ce993 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.526922106742859;dx=-1.0626809289882967E-6 New Minimum: 9.526922106742859 > 8.531109027564526 END: th(1684339.7559414052)=8.531109027564526; dx=-5.982580309733898E-7 evalInputDelta=0.9958130791783333 Fitness changed from 9.526922106742859 to 8.531109027564526 Iteration 2 complete. Error: 8.531109027564526 Total: 9.8915; Orientation: 0.0125; Line Search: 6.7070 Iteration 2 ![Iteration 2](etc/9b819ba4-ad69-407f-90e3-c73f66208fa5.jpg) Adding measurement fe14694 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=8.531109027564526;dx=-8.828889189342459E-7 New Minimum: 8.531109027564526 > 7.191243812441826 END: th(3628800.0)=7.191243812441826; dx=-2.756071152325592E-7 evalInputDelta=1.3398652151226997 Fitness changed from 8.531109027564526 to 7.191243812441826 Iteration 3 complete. Error: 7.191243812441826 Total: 9.8765; Orientation: 0.0128; Line Search: 6.5841 Iteration 3 ![Iteration 3](etc/868e3063-689d-4043-a35e-f6ab6faa3714.jpg) Adding measurement 24fdefd8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.020e+04, gradient 8.699e-04, dot -0.475; [c0cb10bd-04ce-4f52-b6b6-ef14e8b6f5d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.191243812441826, 8.531109027564526, 9.526922106742859, 10.127149611711502 LBFGS Accumulation History: 3 points Removed measurement 24fdefd8 to history. Total: 3 th(0)=7.191243812441826;dx=-7.567814866740071E-7 New Minimum: 7.191243812441826 > 6.482066221535206 END: th(7818012.6031877)=6.482066221535206; dx=-4.617505255099566E-8 evalInputDelta=0.70917759090662 Fitness changed from 7.191243812441826 to 6.482066221535206 Iteration 4 complete. Error: 6.482066221535206 Total: 11.4165; Orientation: 0.3095; Line Search: 6.7929 Iteration 4 ![Iteration 4](etc/ef532f96-7c8a-4615-85de-31f4876a9315.jpg) Adding measurement 16935882 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.274e+03, gradient 8.162e-04, dot -0.282; [c0cb10bd-04ce-4f52-b6b6-ef14e8b6f5d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.482066221535206, 8.531109027564526, 9.526922106742859, 10.127149611711502 LBFGS Accumulation History: 3 points Removed measurement 16935882 to history. Total: 3 th(0)=6.482066221535206;dx=-6.661664610343431E-7 Armijo: th(1.684339755941405E7)=7.920118004083633; dx=9.1834933915559E-8 evalInputDelta=-1.4380517825484276 New Minimum: 6.482066221535206 > 5.558874011039734 END: th(8421698.779707026)=5.558874011039734; dx=-9.454044321536763E-9 evalInputDelta=0.923192210495472 Fitness changed from 6.482066221535206 to 5.558874011039734 Iteration 5 complete. Error: 5.558874011039734 Total: 14.0184; Orientation: 0.3801; Line Search: 10.0466 Iteration 5 ![Iteration 5](etc/f0eddd8a-1af9-478b-a98f-871d4b5e49a7.jpg) Adding measurement 2da1f2c1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.679e+03, gradient 6.647e-04, dot -0.258; [c0cb10bd-04ce-4f52-b6b6-ef14e8b6f5d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.558874011039734, 8.531109027564526, 9.526922106742859, 10.127149611711502 LBFGS Accumulation History: 3 points Removed measurement 2da1f2c1 to history. Total: 3 th(0)=5.558874011039734;dx=-4.418419574059666E-7 Armijo: th(1.8144E7)=6.797310218214989; dx=7.038700611017773E-8 evalInputDelta=-1.2384362071752548 New Minimum: 5.558874011039734 > 4.673670336604118 END: th(9072000.0)=4.673670336604118; dx=-2.985750797314086E-8 evalInputDelta=0.8852036744356155 Fitness changed from 5.558874011039734 to 4.673670336604118 Iteration 6 complete. Error: 4.673670336604118 Total: 14.0056; Orientation: 0.3793; Line Search: 10.2185 Adding measurement 5387c7e9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.905e+03, gradient 5.097e-04, dot -0.271; [c0cb10bd-04ce-4f52-b6b6-ef14e8b6f5d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.673670336604118, 8.531109027564526, 9.526922106742859, 10.127149611711502 LBFGS Accumulation History: 3 points Removed measurement 5387c7e9 to history. Total: 3 th(0)=4.673670336604118;dx=-2.598341920553122E-7 Armijo: th(1.954503150796925E7)=5.8463534861803055; dx=3.255772509195108E-8 evalInputDelta=-1.1726831495761871 New Minimum: 4.673670336604118 > 4.228709056973457 END: th(9772515.753984625)=4.228709056973457; dx=-4.3453795297168424E-8 evalInputDelta=0.444961279630661 Fitness changed from 4.673670336604118 to 4.228709056973457 Iteration 7 complete. Error: 4.228709056973457 Total: 14.7634; Orientation: 0.3241; Line Search: 11.1681 Adding measurement 7748e99d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.621e+03, gradient 4.156e-04, dot -0.299; [c0cb10bd-04ce-4f52-b6b6-ef14e8b6f5d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.228709056973457, 8.531109027564526, 9.526922106742859, 10.127149611711502 LBFGS Accumulation History: 3 points Removed measurement 7748e99d to history. Total: 3 th(0)=4.228709056973457;dx=-1.7275410359925793E-7 Armijo: th(2.1054246949267566E7)=5.571993008255959; dx=3.3408929414317594E-9 evalInputDelta=-1.3432839512825012 New Minimum: 4.228709056973457 > 4.211203247308731 END: th(1.0527123474633783E7)=4.211203247308731; dx=-4.67466314383445E-8 evalInputDelta=0.017505809664726257 Fitness changed from 4.228709056973457 to 4.211203247308731 Iteration 8 complete. Error: 4.211203247308731 Total: 13.9273; Orientation: 0.3412; Line Search: 9.9934 Adding measurement 5a917fe1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.459e+03, gradient 3.747e-04, dot -0.313; [c0cb10bd-04ce-4f52-b6b6-ef14e8b6f5d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.211203247308731, 8.531109027564526, 9.526922106742859, 10.127149611711502 LBFGS Accumulation History: 3 points Removed measurement 5a917fe1 to history. Total: 3 th(0)=4.211203247308731;dx=-1.404083870209008E-7 Armijo: th(2.2680000000000004E7)=5.930947080254555; dx=-1.00175811948388E-8 evalInputDelta=-1.7197438329458237 Armijo: th(1.1340000000000002E7)=4.520882964134216; dx=-4.865493526508392E-8 evalInputDelta=-0.30967971682548523 New Minimum: 4.211203247308731 > 4.13632969558239 END: th(3780000.0000000005)=4.13632969558239; dx=-1.0205351324291236E-7 evalInputDelta=0.07487355172634125 Fitness changed from 4.211203247308731 to 4.13632969558239 Iteration 9 complete. Error: 4.13632969558239 Total: 16.9899; Orientation: 0.3326; Line Search: 13.4153 Adding measurement 2d8080af to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.033e+03, gradient 3.267e-04, dot -0.357; [c0cb10bd-04ce-4f52-b6b6-ef14e8b6f5d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.13632969558239, 8.531109027564526, 9.526922106742859, 10.127149611711502 LBFGS Accumulation History: 3 points Removed measurement 2d8080af to history. Total: 3 th(0)=4.13632969558239;dx=-1.0676311186642531E-7 Armijo: th(8143763.128320522)=4.34551540017128; dx=-7.558311802009975E-8 evalInputDelta=-0.20918570458889008 Armijo: th(4071881.564160261)=4.194092810153961; dx=-9.004289708036335E-8 evalInputDelta=-0.05776311457157135 Armijo: th(1357293.854720087)=4.145369753241539; dx=-1.0070260731347786E-7 evalInputDelta=-0.00904005765914917 Armijo: th(339323.46368002176)=4.137648820877075; dx=-1.0514521318837275E-7 evalInputDelta=-0.0013191252946853638 Armijo: th(67864.69273600435)=4.1365436762571335; dx=-1.064014266671289E-7 evalInputDelta=-2.1398067474365234E-4 Armijo: th(11310.782122667391)=4.13636377453804; dx=-1.0672731016738518E-7 evalInputDelta=-3.407895565032959E-5 Armijo: th(1615.8260175239132)=4.136334344744682; dx=-1.0675499020353578E-7 evalInputDelta=-4.649162292480469E-6 Armijo: th(201.97825219048914)=4.136330217123032; dx=-1.067639729059475E-7 evalInputDelta=-5.21540641784668E-7 Armijo: th(22.44202802116546)=4.1363299787044525; dx=-1.067629378296148E-7 evalInputDelta=-2.8312206268310547E-7 Armijo: th(2.244202802116546)=4.136329784989357; dx=-1.0676318501356203E-7 evalInputDelta=-8.940696716308594E-8 Armijo: th(0.20401843655604965)=4.136329844594002; dx=-1.0676318456403807E-7 evalInputDelta=-1.4901161193847656E-7 Armijo: th(0.017001536379670803)=4.136329844594002; dx=-1.0676311382609562E-7 evalInputDelta=-1.4901161193847656E-7 Armijo: th(0.001307810490743908)=4.136329844594002; dx=-1.0676311198543705E-7 evalInputDelta=-1.4901161193847656E-7 New Minimum: 4.13632969558239 > 4.136329665780067 WOLFE (weak): th(9.341503505313628E-5)=4.136329665780067; dx=-1.0676311213043144E-7 evalInputDelta=2.9802322387695312E-8 Armijo: th(7.006127628985221E-4)=4.136329844594002; dx=-1.0676311188693243E-7 evalInputDelta=-1.4901161193847656E-7 Armijo: th(3.970138989758292E-4)=4.1363299041986465; dx=-1.0676311214912047E-7 evalInputDelta=-2.086162567138672E-7 Armijo: th(2.4521446701448275E-4)=4.136329725384712; dx=-1.0676311229225192E-7 evalInputDelta=-2.9802322387695312E-8 Armijo: th(1.6931475103380952E-4)=4.136329725384712; dx=-1.067631121410144E-7 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(1.313648930434729E-4)=4.136329665780067; dx=-1.0676311208241636E-7 evalInputDelta=2.9802322387695312E-8 Armijo: th(1.5033982203864122E-4)=4.136329725384712; dx=-1.0676311200647383E-7 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(1.4085235754105705E-4)=4.136329665780067; dx=-1.0676311233617426E-7 evalInputDelta=2.9802322387695312E-8 Armijo: th(1.4559608978984912E-4)=4.136329725384712; dx=-1.0676311210045977E-7 evalInputDelta=-2.9802322387695312E-8 Armijo: th(1.4322422366545308E-4)=4.136329725384712; dx=-1.0676311225919665E-7 evalInputDelta=-2.9802322387695312E-8 Armijo: th(1.4203829060325507E-4)=4.136329725384712; dx=-1.0676311207532841E-7 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(1.4144532407215607E-4)=4.136329665780067; dx=-1.0676311229771855E-7 evalInputDelta=2.9802322387695312E-8 Armijo: th(1.4174180733770556E-4)=4.136329725384712; dx=-1.0676311214745004E-7 evalInputDelta=-2.9802322387695312E-8 Armijo: th(1.4159356570493081E-4)=4.136329725384712; dx=-1.0676311221154468E-7 evalInputDelta=-2.9802322387695312E-8 Armijo: th(1.4151944488854343E-4)=4.136329725384712; dx=-1.0676311233194189E-7 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(1.4148238448034975E-4)=4.136329665780067; dx=-1.067631122153805E-7 evalInputDelta=2.9802322387695312E-8 WOLFE (weak): th(1.415009146844466E-4)=4.136329665780067; dx=-1.0676311212376993E-7 evalInputDelta=2.9802322387695312E-8 Armijo: th(1.41510179786495E-4)=4.136329725384712; dx=-1.0676311227364728E-7 evalInputDelta=-2.9802322387695312E-8 Armijo: th(1.415055472354708E-4)=4.136329725384712; dx=-1.0676311208625249E-7 evalInputDelta=-2.9802322387695312E-8 Armijo: th(1.415032309599587E-4)=4.136329725384712; dx=-1.0676311223209125E-7 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(1.4150207282220264E-4)=4.136329665780067; dx=-1.0676311198272325E-7 evalInputDelta=2.9802322387695312E-8 mu ~= nu (1.4150207282220264E-4): th(9.341503505313628E-5)=4.136329665780067 Fitness changed from 4.13632969558239 to 4.136329665780067 Iteration 10 complete. Error: 4.136329665780067 Total: 127.7935; Orientation: 0.4087; Line Search: 122.9447 Iteration 10 ![Iteration 10](etc/2bcf12d9-7cad-4fe6-9cb2-ceb1461b21c1.jpg) Final threshold in iteration 11: 4.136329665780067 (> -Infinity) after 277.787s (< 3600.000s)