Reset training subject: 1227329658953100 Reset training subject: 1227338474186200 Adding measurement 5d3b58ca to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=5.278280761595494;dx=-3.160081750715619E-5 New Minimum: 5.278280761595494 > 5.278251177281294 WOLFE (weak): th(2.154434690031884)=5.278251177281294; dx=-3.160049443416506E-5 evalInputDelta=2.9584314200192807E-5 New Minimum: 5.278251177281294 > 5.2782216180281685 WOLFE (weak): th(4.308869380063768)=5.2782216180281685; dx=-3.15999516071352E-5 evalInputDelta=5.914356732539261E-5 New Minimum: 5.2782216180281685 > 5.278103110806319 WOLFE (weak): th(12.926608140191302)=5.278103110806319; dx=-3.1597825533485175E-5 evalInputDelta=1.7765078917442167E-4 New Minimum: 5.278103110806319 > 5.2775693626987445 WOLFE (weak): th(51.70643256076521)=5.2775693626987445; dx=-3.159094643286033E-5 evalInputDelta=7.113988967493157E-4 New Minimum: 5.2775693626987445 > 5.27472487547453 WOLFE (weak): th(258.53216280382605)=5.27472487547453; dx=-3.1560935718814826E-5 evalInputDelta=0.0035558861209636916 New Minimum: 5.27472487547453 > 5.257025197909413 WOLFE (weak): th(1551.1929768229563)=5.257025197909413; dx=-3.1310942067232055E-5 evalInputDelta=0.021255563686080947 New Minimum: 5.257025197909413 > 5.133690093901552 WOLFE (weak): th(10858.350837760694)=5.133690093901552; dx=-2.9501356174544866E-5 evalInputDelta=0.1445906676939419 New Minimum: 5.133690093901552 > 4.374270154711843 END: th(86866.80670208555)=4.374270154711843; dx=-1.7938000395879398E-5 evalInputDelta=0.9040106068836504 Fitness changed from 5.278280761595494 to 4.374270154711843 Iteration 1 complete. Error: 4.374270154711843 Total: 99.6698; Orientation: 0.0199; Line Search: 74.1494 Iteration 1 ![Iteration 1](etc/097884d1-e48d-43bc-8f90-199bdf4047cd.jpg) Adding measurement 7b2ccba5 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=4.374270154711843;dx=-1.3484042145559574E-5 New Minimum: 4.374270154711843 > 3.5496096892277667 END: th(187148.86177126726)=3.5496096892277667; dx=-7.667078342228348E-6 evalInputDelta=0.8246604654840768 Fitness changed from 4.374270154711843 to 3.5496096892277667 Iteration 2 complete. Error: 3.5496096892277667 Total: 24.8126; Orientation: 0.0098; Line Search: 16.6390 Iteration 2 ![Iteration 2](etc/d6e4cfba-e0a4-4be3-b756-59ef2a0d091d.jpg) Adding measurement 56cc9f29 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=3.5496096892277667;dx=-6.080727730040751E-6 New Minimum: 3.5496096892277667 > 2.765367975642522 END: th(403200.00000000006)=2.765367975642522; dx=-3.4245651464950774E-6 evalInputDelta=0.7842417135852449 Fitness changed from 3.5496096892277667 to 2.765367975642522 Iteration 3 complete. Error: 2.765367975642522 Total: 24.6357; Orientation: 0.0072; Line Search: 16.5128 Iteration 3 ![Iteration 3](etc/3bab18ab-bbb6-4adb-8b51-0ad695aea732.jpg) Adding measurement 158e9f6e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.627e+03, gradient 1.733e-03, dot -0.981; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.278280761595494, 4.374270154711843, 3.5496096892277667, 2.765367975642522 LBFGS Accumulation History: 3 points Removed measurement 5d3b58ca to history. Total: 4 th(0)=2.765367975642522;dx=-3.003421891266983E-6 New Minimum: 2.765367975642522 > 1.989506806917643 END: th(868668.0670208557)=1.989506806917643; dx=-1.484490479940255E-6 evalInputDelta=0.7758611687248789 Fitness changed from 2.765367975642522 to 1.989506806917643 Iteration 4 complete. Error: 1.989506806917643 Total: 24.9948; Orientation: 0.2277; Line Search: 16.4736 Iteration 4 ![Iteration 4](etc/0467ce84-a543-40ea-bbee-d9208588d55b.jpg) Adding measurement 1d0cac30 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.264e+03, gradient 1.195e-03, dot -0.958; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.374270154711843, 3.5496096892277667, 2.765367975642522, 1.989506806917643 LBFGS Accumulation History: 3 points Removed measurement 7b2ccba5 to history. Total: 4 th(0)=1.989506806917643;dx=-1.4280531577810357E-6 New Minimum: 1.989506806917643 > 1.3511612130786093 END: th(1871488.617712673)=1.3511612130786093; dx=-4.959469436138413E-7 evalInputDelta=0.6383455938390337 Fitness changed from 1.989506806917643 to 1.3511612130786093 Iteration 5 complete. Error: 1.3511612130786093 Total: 24.7485; Orientation: 0.2193; Line Search: 16.5497 Iteration 5 ![Iteration 5](etc/23d7cd0d-ae3b-4cf2-9d04-e82fee708aef.jpg) Adding measurement 3b2e5c0d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.212e+03, gradient 8.044e-04, dot -0.893; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.5496096892277667, 2.765367975642522, 1.989506806917643, 1.3511612130786093 LBFGS Accumulation History: 3 points Removed measurement 56cc9f29 to history. Total: 4 th(0)=1.3511612130786093;dx=-6.470684772064199E-7 New Minimum: 1.3511612130786093 > 1.0549471993726462 END: th(4032000.0000000014)=1.0549471993726462; dx=-6.188092077946008E-8 evalInputDelta=0.296214013705963 Fitness changed from 1.3511612130786093 to 1.0549471993726462 Iteration 6 complete. Error: 1.0549471993726462 Total: 24.5083; Orientation: 0.2164; Line Search: 16.1807 Adding measurement 566f1852 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.735e+03, gradient 7.263e-04, dot -0.717; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.765367975642522, 1.989506806917643, 1.3511612130786093, 1.0549471993726462 LBFGS Accumulation History: 3 points Removed measurement 158e9f6e to history. Total: 4 th(0)=1.0549471993726462;dx=-5.275396650782974E-7 Armijo: th(8686680.670208558)=1.6136053983988912; dx=1.4736908614231037E-7 evalInputDelta=-0.5586581990262449 New Minimum: 1.0549471993726462 > 0.9431448723389667 END: th(4343340.335104279)=0.9431448723389667; dx=-1.1592363856347364E-8 evalInputDelta=0.11180232703367954 Fitness changed from 1.0549471993726462 to 0.9431448723389667 Iteration 7 complete. Error: 0.9431448723389667 Total: 32.9145; Orientation: 0.2141; Line Search: 24.4229 Adding measurement 3becc950 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.361e+03, gradient 7.320e-04, dot -0.692; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.989506806917643, 1.3511612130786093, 1.0549471993726462, 0.9431448723389667 LBFGS Accumulation History: 3 points Removed measurement 1d0cac30 to history. Total: 4 th(0)=0.9431448723389667;dx=-5.357744947796125E-7 Armijo: th(9357443.088563366)=1.7252366919436124; dx=1.8220291223068183E-7 evalInputDelta=-0.7820918196046457 New Minimum: 0.9431448723389667 > 0.8785102534436068 END: th(4678721.544281683)=0.8785102534436068; dx=-1.0948199320592348E-9 evalInputDelta=0.06463461889535993 Fitness changed from 0.9431448723389667 to 0.8785102534436068 Iteration 8 complete. Error: 0.8785102534436068 Total: 32.4403; Orientation: 0.2103; Line Search: 24.0781 Adding measurement 76d7881e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.419e+03, gradient 7.093e-04, dot -0.710; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.3511612130786093, 1.0549471993726462, 0.9431448723389667, 0.8785102534436068 LBFGS Accumulation History: 3 points Removed measurement 3b2e5c0d to history. Total: 4 th(0)=0.8785102534436068;dx=-5.031021020462286E-7 Armijo: th(1.0080000000000004E7)=1.7748303136920534; dx=1.7935495566438173E-7 evalInputDelta=-0.8963200602484466 New Minimum: 0.8785102534436068 > 0.8124993002988601 END: th(5040000.000000002)=0.8124993002988601; dx=-1.8235716310658367E-8 evalInputDelta=0.0660109531447467 Fitness changed from 0.8785102534436068 to 0.8124993002988601 Iteration 9 complete. Error: 0.8124993002988601 Total: 33.0891; Orientation: 0.2144; Line Search: 24.6182 Adding measurement 73afe2b7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.958e+03, gradient 7.270e-04, dot -0.672; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.0549471993726462, 0.9431448723389667, 0.8785102534436068, 0.8124993002988601 LBFGS Accumulation History: 3 points Removed measurement 566f1852 to history. Total: 4 th(0)=0.8124993002988601;dx=-5.284616721252053E-7 Armijo: th(1.0858350837760698E7)=1.9948072629463722; dx=2.2061810415228078E-7 evalInputDelta=-1.1823079626475121 Armijo: th(5429175.418880349)=0.8138709152248674; dx=8.556322367542949E-9 evalInputDelta=-0.0013716149260073474 New Minimum: 0.8124993002988601 > 0.6123022993969224 END: th(1809725.139626783)=0.6123022993969224; dx=-2.1869818334677176E-7 evalInputDelta=0.2001970009019377 Fitness changed from 0.8124993002988601 to 0.6123022993969224 Iteration 10 complete. Error: 0.6123022993969224 Total: 40.7405; Orientation: 0.2138; Line Search: 32.4856 Iteration 10 ![Iteration 10](etc/954dfe32-41f4-458b-93f5-0b5ccc68a0ad.jpg) Adding measurement 7e64c1a9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.324e+03, gradient 4.972e-04, dot -0.913; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9431448723389667, 0.8785102534436068, 0.8124993002988601, 0.6123022993969224 LBFGS Accumulation History: 3 points Removed measurement 3becc950 to history. Total: 4 th(0)=0.6123022993969224;dx=-2.4721730650737314E-7 New Minimum: 0.6123022993969224 > 0.4671134492461453 END: th(3898934.6202347362)=0.4671134492461453; dx=-9.771572049793631E-8 evalInputDelta=0.1451888501507771 Fitness changed from 0.6123022993969224 to 0.4671134492461453 Iteration 11 complete. Error: 0.4671134492461453 Total: 24.8625; Orientation: 0.2151; Line Search: 16.3689 Adding measurement b791a81 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.927e+03, gradient 4.978e-04, dot -0.716; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8785102534436068, 0.8124993002988601, 0.6123022993969224, 0.4671134492461453 LBFGS Accumulation History: 3 points Removed measurement 76d7881e to history. Total: 4 th(0)=0.4671134492461453;dx=-2.4782835333100954E-7 Armijo: th(8400000.000000004)=0.7393479082074649; dx=4.630083839805904E-8 evalInputDelta=-0.2722344589613196 New Minimum: 0.4671134492461453 > 0.4148694794536025 END: th(4200000.000000002)=0.4148694794536025; dx=-1.6932806289657562E-8 evalInputDelta=0.05224396979254281 Fitness changed from 0.4671134492461453 to 0.4148694794536025 Iteration 12 complete. Error: 0.4148694794536025 Total: 32.6267; Orientation: 0.2153; Line Search: 24.3263 Adding measurement 4e245739 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.048e+03, gradient 5.497e-04, dot -0.629; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8124993002988601, 0.6123022993969224, 0.4671134492461453, 0.4148694794536025 LBFGS Accumulation History: 3 points Removed measurement 73afe2b7 to history. Total: 4 th(0)=0.4148694794536025;dx=-3.0216095145394064E-7 Armijo: th(9048625.698133916)=0.7056963291755857; dx=1.0317895739689168E-7 evalInputDelta=-0.2908268497219832 New Minimum: 0.4148694794536025 > 0.3377691951379849 END: th(4524312.849066958)=0.3377691951379849; dx=-1.8654453535789028E-8 evalInputDelta=0.07710028431561755 Fitness changed from 0.4148694794536025 to 0.3377691951379849 Iteration 13 complete. Error: 0.3377691951379849 Total: 33.3603; Orientation: 0.2409; Line Search: 24.6882 Adding measurement 69cd7630 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.240e+03, gradient 5.572e-04, dot -0.669; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.6123022993969224, 0.4671134492461453, 0.4148694794536025, 0.3377691951379849 LBFGS Accumulation History: 3 points Removed measurement 7e64c1a9 to history. Total: 4 th(0)=0.3377691951379849;dx=-3.104968337592686E-7 Armijo: th(9747336.55058684)=0.9692255015808394; dx=1.5658069875358825E-7 evalInputDelta=-0.6314563064428544 Armijo: th(4873668.27529342)=0.3523922093745804; dx=4.7453945881391835E-8 evalInputDelta=-0.014623014236595455 New Minimum: 0.3377691951379849 > 0.22922495772324702 END: th(1624556.0917644734)=0.22922495772324702; dx=-1.044772910034876E-7 evalInputDelta=0.1085442374147379 Fitness changed from 0.3377691951379849 to 0.22922495772324702 Iteration 14 complete. Error: 0.22922495772324702 Total: 41.0620; Orientation: 0.2150; Line Search: 32.7333 Adding measurement 17d2b075 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.284e+03, gradient 3.717e-04, dot -0.884; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.4671134492461453, 0.4148694794536025, 0.3377691951379849, 0.22922495772324702 LBFGS Accumulation History: 3 points Removed measurement b791a81 to history. Total: 4 th(0)=0.22922495772324702;dx=-1.381399611445788E-7 New Minimum: 0.22922495772324702 > 0.15208417302700436 END: th(3500000.000000002)=0.15208417302700436; dx=-5.791552299436861E-8 evalInputDelta=0.07714078469624266 Fitness changed from 0.22922495772324702 to 0.15208417302700436 Iteration 15 complete. Error: 0.15208417302700436 Total: 24.4455; Orientation: 0.2146; Line Search: 16.3127 Iteration 15 ![Iteration 15](etc/e16dc970-299b-4b52-a350-fe3ea291f373.jpg) Adding measurement f2b90fc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.878e+03, gradient 3.964e-04, dot -0.692; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.4148694794536025, 0.3377691951379849, 0.22922495772324702, 0.15208417302700436 LBFGS Accumulation History: 3 points Removed measurement 4e245739 to history. Total: 4 th(0)=0.15208417302700436;dx=-1.5711226374334096E-7 Armijo: th(7540521.415111598)=0.36017843653348014; dx=5.93973591664962E-8 evalInputDelta=-0.20809426350647578 New Minimum: 0.15208417302700436 > 0.1428863717786911 WOLF (strong): th(3770260.707555799)=0.1428863717786911; dx=1.5613272962552677E-8 evalInputDelta=0.009197801248313264 New Minimum: 0.1428863717786911 > 0.10556259341541006 END: th(1256753.5691852663)=0.10556259341541006; dx=-7.279008129475202E-8 evalInputDelta=0.046521579611594296 Fitness changed from 0.15208417302700436 to 0.10556259341541006 Iteration 16 complete. Error: 0.10556259341541006 Total: 41.0602; Orientation: 0.2223; Line Search: 32.5798 Adding measurement 2d7637e6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.881e+03, gradient 3.022e-04, dot -0.825; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.3377691951379849, 0.22922495772324702, 0.15208417302700436, 0.10556259341541006 LBFGS Accumulation History: 3 points Removed measurement 69cd7630 to history. Total: 4 th(0)=0.10556259341541006;dx=-9.133597358793016E-8 New Minimum: 0.10556259341541006 > 0.05646131184354444 END: th(2707593.4862741227)=0.05646131184354444; dx=-5.227431242525588E-8 evalInputDelta=0.04910128157186562 Fitness changed from 0.10556259341541006 to 0.05646131184354444 Iteration 17 complete. Error: 0.05646131184354444 Total: 24.7028; Orientation: 0.2117; Line Search: 16.3137 Adding measurement aa61e4e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.006e+03, gradient 3.147e-04, dot -0.761; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.22922495772324702, 0.15208417302700436, 0.10556259341541006, 0.05646131184354444 LBFGS Accumulation History: 3 points Removed measurement 17d2b075 to history. Total: 4 th(0)=0.05646131184354444;dx=-9.902526177310908E-8 Armijo: th(5833333.333333338)=0.10667140049376071; dx=2.533898570719963E-8 evalInputDelta=-0.05021008865021627 New Minimum: 0.05646131184354444 > 0.030352532755777397 END: th(2916666.666666669)=0.030352532755777397; dx=-9.78871813040429E-9 evalInputDelta=0.026108779087767046 Fitness changed from 0.05646131184354444 to 0.030352532755777397 Iteration 18 complete. Error: 0.030352532755777397 Total: 32.8201; Orientation: 0.2151; Line Search: 24.6070 Adding measurement 549ac12c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.228e+03, gradient 3.868e-04, dot -0.566; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.15208417302700436, 0.10556259341541006, 0.05646131184354444, 0.030352532755777397 LBFGS Accumulation History: 3 points Removed measurement f2b90fc to history. Total: 4 th(0)=0.030352532755777397;dx=-1.4961250073158293E-7 Armijo: th(6283767.845926332)=0.03691354414484182; dx=6.695240840572807E-9 evalInputDelta=-0.006561011389064422 New Minimum: 0.030352532755777397 > -0.002579526468958815 END: th(3141883.922963166)=-0.002579526468958815; dx=-1.0338944113443021E-8 evalInputDelta=0.032932059224736215 Fitness changed from 0.030352532755777397 to -0.002579526468958815 Iteration 19 complete. Error: -0.002579526468958815 Total: 32.5431; Orientation: 0.2070; Line Search: 24.4441 Adding measurement 4b033eac to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.236e+03, gradient 4.179e-04, dot -0.568; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.10556259341541006, 0.05646131184354444, 0.030352532755777397, -0.002579526468958815 LBFGS Accumulation History: 3 points Removed measurement 2d7637e6 to history. Total: 4 th(0)=-0.002579526468958815;dx=-1.7464398118949222E-7 Armijo: th(6768983.715685308)=0.3121144984006492; dx=1.489921456436074E-7 evalInputDelta=-0.314694024869608 Armijo: th(3384491.857842654)=0.03305803799398181; dx=9.086299977747469E-8 evalInputDelta=-0.03563756446294063 New Minimum: -0.002579526468958815 > -0.043692246400897486 END: th(1128163.952614218)=-0.043692246400897486; dx=-3.740222937654053E-8 evalInputDelta=0.04111271993193867 Fitness changed from -0.002579526468958815 to -0.043692246400897486 Iteration 20 complete. Error: -0.043692246400897486 Total: 40.9409; Orientation: 0.2158; Line Search: 32.5810 Iteration 20 ![Iteration 20](etc/02298779-df6b-45b4-a31a-0b031a8c83b6.jpg) Adding measurement 19dc0d32 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.057e+03, gradient 2.606e-04, dot -0.712; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.05646131184354444, 0.030352532755777397, -0.002579526468958815, -0.043692246400897486 LBFGS Accumulation History: 3 points Removed measurement aa61e4e to history. Total: 4 th(0)=-0.043692246400897486;dx=-6.790287936441931E-8 New Minimum: -0.043692246400897486 > -0.07668114343769956 END: th(2430555.555555558)=-0.07668114343769956; dx=-3.53476943204491E-8 evalInputDelta=0.03298889703680208 Fitness changed from -0.043692246400897486 to -0.07668114343769956 Iteration 21 complete. Error: -0.07668114343769956 Total: 24.5622; Orientation: 0.2091; Line Search: 16.2998 Adding measurement 4b88ca8e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.063e+03, gradient 2.685e-04, dot -0.750; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.030352532755777397, -0.002579526468958815, -0.043692246400897486, -0.07668114343769956 LBFGS Accumulation History: 3 points Removed measurement 549ac12c to history. Total: 4 th(0)=-0.07668114343769956;dx=-7.209134447622034E-8 Armijo: th(5236473.204938611)=-0.04770406541156513; dx=2.50263176815405E-8 evalInputDelta=-0.02897707802613443 New Minimum: -0.07668114343769956 > -0.09636289315976056 END: th(2618236.6024693055)=-0.09636289315976056; dx=-6.942326308339147E-9 evalInputDelta=0.019681749722060993 Fitness changed from -0.07668114343769956 to -0.09636289315976056 Iteration 22 complete. Error: -0.09636289315976056 Total: 32.8849; Orientation: 0.2190; Line Search: 24.4124 Adding measurement 26582ca to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.785e+03, gradient 3.174e-04, dot -0.591; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.002579526468958815, -0.043692246400897486, -0.07668114343769956, -0.09636289315976056 LBFGS Accumulation History: 3 points Removed measurement 4b033eac to history. Total: 4 th(0)=-0.09636289315976056;dx=-1.007446023344465E-7 New Minimum: -0.09636289315976056 > -0.10058779273476685 END: th(5640819.763071091)=-0.10058779273476685; dx=-7.492052587271655E-9 evalInputDelta=0.004224899575006297 Fitness changed from -0.09636289315976056 to -0.10058779273476685 Iteration 23 complete. Error: -0.10058779273476685 Total: 24.7331; Orientation: 0.2132; Line Search: 16.2717 Adding measurement 7f5614f9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.525e+03, gradient 3.843e-04, dot -0.567; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.043692246400897486, -0.07668114343769956, -0.09636289315976056, -0.10058779273476685 LBFGS Accumulation History: 3 points Removed measurement 19dc0d32 to history. Total: 4 th(0)=-0.10058779273476685;dx=-1.4770854593331686E-7 Armijo: th(1.215277777777779E7)=0.594733025396006; dx=1.5044728322692652E-7 evalInputDelta=-0.6953208181307728 Armijo: th(6076388.888888895)=0.03932895626574259; dx=8.894577093145124E-8 evalInputDelta=-0.13991674900050943 New Minimum: -0.10058779273476685 > -0.14129964685748553 END: th(2025462.9629629648)=-0.14129964685748553; dx=-7.462795870936213E-9 evalInputDelta=0.040711854122718674 Fitness changed from -0.10058779273476685 to -0.14129964685748553 Iteration 24 complete. Error: -0.14129964685748553 Total: 41.0843; Orientation: 0.3783; Line Search: 32.6022 Adding measurement 5e1a5f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.008e+02, gradient 3.152e-04, dot -0.648; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.07668114343769956, -0.09636289315976056, -0.10058779273476685, -0.14129964685748553 LBFGS Accumulation History: 3 points Removed measurement 4b88ca8e to history. Total: 4 th(0)=-0.14129964685748553;dx=-9.937187440480864E-8 New Minimum: -0.14129964685748553 > -0.14691962104697798 END: th(4363727.670782176)=-0.14691962104697798; dx=-1.3277130306091613E-8 evalInputDelta=0.005619974189492449 Fitness changed from -0.14129964685748553 to -0.14691962104697798 Iteration 25 complete. Error: -0.14691962104697798 Total: 24.6755; Orientation: 0.2173; Line Search: 16.4812 Iteration 25 ![Iteration 25](etc/cb7dcc44-cf15-4753-b3a0-2e8a056da3bb.jpg) Adding measurement 5a090f62 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.881e+03, gradient 4.596e-04, dot -0.528; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.09636289315976056, -0.10058779273476685, -0.14129964685748553, -0.14691962104697798 LBFGS Accumulation History: 3 points Removed measurement 26582ca to history. Total: 4 th(0)=-0.14691962104697798;dx=-2.1122857409710844E-7 Armijo: th(9401366.271785151)=0.5663638529177463; dx=2.0230574379660577E-7 evalInputDelta=-0.7132834739647242 Armijo: th(4700683.135892576)=0.022944187661098927; dx=1.5239122315847615E-7 evalInputDelta=-0.1698638087080769 New Minimum: -0.14691962104697798 > -0.1903741254569101 WOLF (strong): th(1566894.3786308586)=-0.1903741254569101; dx=1.4966018032195662E-8 evalInputDelta=0.04345450440993212 END: th(391723.59465771465)=-0.175060689731185; dx=-1.4505078341068914E-7 evalInputDelta=0.028141068684207016 Fitness changed from -0.14691962104697798 to -0.1903741254569101 Iteration 26 complete. Error: -0.1903741254569101 Total: 50.2460; Orientation: 0.2125; Line Search: 41.6847 Adding measurement 3b35798 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.409e+02, gradient 2.912e-04, dot -0.591; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.10058779273476685, -0.14129964685748553, -0.14691962104697798, -0.1903741254569101 LBFGS Accumulation History: 3 points Removed measurement 7f5614f9 to history. Total: 4 th(0)=-0.1903741254569101;dx=-8.477370846446046E-8 New Minimum: -0.1903741254569101 > -0.21107279239219462 END: th(843942.9012345688)=-0.21107279239219462; dx=-5.063625291067201E-8 evalInputDelta=0.02069866693528452 Fitness changed from -0.1903741254569101 to -0.21107279239219462 Iteration 27 complete. Error: -0.21107279239219462 Total: 25.2892; Orientation: 0.2159; Line Search: 16.6902 Adding measurement 46a123e4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.077e+03, gradient 2.191e-04, dot -0.921; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.14129964685748553, -0.14691962104697798, -0.1903741254569101, -0.21107279239219462 LBFGS Accumulation History: 3 points Removed measurement 5e1a5f to history. Total: 4 th(0)=-0.21107279239219462;dx=-4.8018491245526576E-8 New Minimum: -0.21107279239219462 > -0.2312541535116694 END: th(1818219.862825907)=-0.2312541535116694; dx=-3.4069032865362054E-8 evalInputDelta=0.020181361119474772 Fitness changed from -0.21107279239219462 to -0.2312541535116694 Iteration 28 complete. Error: -0.2312541535116694 Total: 25.1933; Orientation: 0.2209; Line Search: 16.7062 Adding measurement 291a4791 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.332e+03, gradient 2.051e-04, dot -0.891; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.14691962104697798, -0.1903741254569101, -0.21107279239219462, -0.2312541535116694 LBFGS Accumulation History: 3 points Removed measurement 5a090f62 to history. Total: 4 th(0)=-0.2312541535116694;dx=-4.2072882607621365E-8 New Minimum: -0.2312541535116694 > -0.25283875896093844 END: th(3917235.9465771476)=-0.25283875896093844; dx=-2.0313805380057532E-8 evalInputDelta=0.021584605449269045 Fitness changed from -0.2312541535116694 to -0.25283875896093844 Iteration 29 complete. Error: -0.25283875896093844 Total: 25.2131; Orientation: 0.2117; Line Search: 16.6951 Adding measurement 233f52f8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.472e+03, gradient 2.416e-04, dot -0.658; [7e1dbd95-bfbf-4ae6-ac8d-2b5e3c32cfc9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.1903741254569101, -0.21107279239219462, -0.2312541535116694, -0.25283875896093844 LBFGS Accumulation History: 3 points Removed measurement 3b35798 to history. Total: 4 th(0)=-0.25283875896093844;dx=-5.83726861022012E-8 Armijo: th(8439429.01234569)=-0.21412131414864047; dx=-8.103347276553031E-9 evalInputDelta=-0.03871744481229797 New Minimum: -0.25283875896093844 > -0.25368191057462447 END: th(4219714.506172845)=-0.25368191057462447; dx=-6.711121263125982E-9 evalInputDelta=8.431516136860329E-4 Fitness changed from -0.25283875896093844 to -0.25368191057462447 Iteration 30 complete. Error: -0.25368191057462447 Total: 33.5509; Orientation: 0.2117; Line Search: 24.8927 Iteration 30 ![Iteration 30](etc/b6bf0bd1-39c3-481f-bf32-609ce47f7013.jpg) Final threshold in iteration 31: -0.25368191057462447 (> -Infinity) after 998.423s (< 3600.000s)